Skip to main content
Cells logoLink to Cells
. 2021 Aug 27;10(9):2212. doi: 10.3390/cells10092212

COVID-19: The Disease, the Immunological Challenges, the Treatment with Pharmaceuticals and Low-Dose Ionizing Radiation

Jihang Yu 1, Edouard I Azzam 1, Ashok B Jadhav 1, Yi Wang 1,2,*
Editors: Serge Candéias, Katalin Lumniczky
PMCID: PMC8470324  PMID: 34571861

Abstract

The year 2020 will be carved in the history books—with the proliferation of COVID-19 over the globe and with frontline health workers and basic scientists worldwide diligently fighting to alleviate life-threatening symptoms and curb the spread of the disease. Behind the shocking prevalence of death are countless families who lost loved ones. To these families and to humanity as a whole, the tallies are not irrelevant digits, but a motivation to develop effective strategies to save lives. However, at the onset of the pandemic, not many therapeutic choices were available besides supportive oxygen, anti-inflammatory dexamethasone, and antiviral remdesivir. Low-dose radiation (LDR), at a much lower dosage than applied in cancer treatment, re-emerged after a 75-year silence in its use in unresolved pneumonia, as a scientific interest with surprising effects in soothing the cytokine storm and other symptoms in severe COVID-19 patients. Here, we review the epidemiology, symptoms, immunological alterations, mutations, pharmaceuticals, and vaccine development of COVID-19, summarizing the history of X-ray irradiation in non-COVID diseases (especially pneumonia) and the currently registered clinical trials that apply LDR in treating COVID-19 patients. We discuss concerns, advantages, and disadvantages of LDR treatment and potential avenues that may provide empirical evidence supporting its potential use in defending against the pandemic.

Keywords: COVID-19, SARS-CoV-2, low-dose radiotherapy, X-ray

1. Introduction

Humans have been living in a world affected by the novel coronavirus disease (COVID-19) for more than a year. Starting from a small group of infections, the highly infectious severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral strain has caused over 213 million reported infections, leading to ~4.46 million deaths so far [1]. Among the closed cases that had an outcome of either recovery and discharge or death, the case fatality rate is ~2% [1]. Although it has been argued that social measures have been largely ineffective [2], without the assistance of non-pharmaceutical interventions such as stay-at-home, use of sanitizers (hand washing), early case detection, and face masking, it is unlikely that the size of the outbreak can be mitigated or reduced [3]. Whereas active cases temporally declined in February and June 2021, they have rapidly risen again reaching an even higher record set in late April, and reaching over 744,000 daily new cases as of 19 August 2021 (among infected patients, 0.6% being in serious conditions) [1].

As an infectious disease, COVID-19 can be transmitted from human to human through respiratory droplets and aerosols created within a short distance, as well as prolonged interaction [4]. The World Health Organization (WHO) presented the “three Cs” as places with higher COVID-19 spreading risk: Crowded places with many people nearby, close-contact settings, where close-range conversations take place, and confined/enclosed spaces with poor ventilation [5]. These places include restaurants, bars, fitness facilities, theaters, and museums where people tend to be crowded and less fresh air is available. Thus, social distancing (at least 2 m apart and less than 30-min of close contact) has been advocated as a measure to reduce cluster transmission [6].

Similar to the seasonal flu, COVID-19 is a viral, respiratory illness. Whereas the flu results from an influenza virus infection, COVID-19 is caused by a new type of coronavirus—SARS-CoV-2 [7,8]. SARS-CoV-2 is one of the seven pathogenic coronaviruses that cause human respiratory diseases, which also include SARS-CoV, MERS-CoV (Middle-East respiratory syndrome coronavirus), HCoV-OC43 (human coronavirus OC43), HCoV-HKU1 (human coronavirus HKU1), HCoV-NL63 (human coronavirus NL63), and HCoV-229E (human coronavirus 229E) [9].

2. Epidemiology of COVID-19

Although the mortality data of COVID-19 are always compared with those of the flu as both induce severe respiratory symptoms that can lead to death, caution must be exercised when interpreting incidence. The Center for Disease Control (CDC) in the United States of America (USA) estimates the seasonal influenza mortality to be at ~0.1% over the past years [10]. In contrast to indirect counting as in the case of the flu, the CDC collects each COVID-19-related death report directly. Hence, researchers suggested that a comparison between the weekly deaths due to COVID-19 or the flu could be a more valid method [11]. For example, in the USA, the weekly flu deaths were around 500 in early 2020 and decreased at a later time in the year, whereas the weekly COVID-19 deaths soared to over 16,000 and fluctuated with time (Figure 1) [12]. This fluctuation may result from a shortage of ventilators and limitations associated with the work of health providers.

Figure 1.

Figure 1

Weekly death analysis of COVID-19 and influenza in the USA. Data may lag by an average of 1–2 weeks, so the trend of decline in recent weeks may not accurately reflect the current situation. Available online: https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Week-Ending-D/r8kw-7aab (accessed on 24 August 2021).

Several situations complicate the statistics and treatment of COVID-19, including co-infection with SARS-CoV-2 and the common flu virus simultaneously, or infection with SARS-CoV-2 itself rendering existing diseases to deteriorate further and causing death [13]. Although asthma was associated with severe diseases during past influenza epidemics, and respiratory viruses were recognized as cause of acute exacerbations of asthma, scientific analyses did not correlate asthma with a higher severity or mortality in cases of COVID-19 [14]. As of early 2021, scientists still could not draw definitive conclusions on the correlation between asthma and COVID-19 outcomes due to various potential bias factors [15,16]. However, patients with dermatologic conditions or with gastrointestinal or liver ailments receiving drugs that affect the immune system may have atypical presentations of COVID-19, such as no fever [17,18,19]. Given the devastating influence of COVID-19 on the lung, chronic obstructive pulmonary disease (COPD) patients may have a higher risk of contracting COVID-19 with severe pneumonia and poor outcomes [20]. Compared to non-COPD patients, hospitalized COPD patients infected with the SARS-CoV-2 virus are 2.6 times more likely to experience admission to the intensive care unit (ICU), invasive mechanical ventilation, or death [21,22]. Although COVID-19 is a growing concern for COPD patients, the latter might be “protected” from severe consequences with appropriate inhaled corticosteroids [21,22]. For COVID-19 patients receiving systemic anticancer therapy, extra caution needs to be taken due to possible treatment-induced immunosuppression [18]. It has been considered that patients are at elevated risk of COVID-19-associated complications in scenarios that include diabetes, COPD, cardiovascular diseases, hypertension, malignancies, and infection with the human immunodeficiency virus (HIV). Patients who have received chemotherapy in the last 3 months, extensive radiotherapy, bone marrow or stem cell transplants in the last 6 months, or disruption of their immune system are also at increased risk [23,24].

3. Symptoms and Transmission of COVID-19

COVID-19 patients develop symptoms similar to those caused by the common flu, such as fever, cough, fatigue, body aches/muscle pain, headache, sore throat, shortness of breath, nausea, vomiting, or diarrhea [25,26,27]. One peculiar symptom that distinguishes COVID-19 from the flu is the loss of taste (dysgeusia) or smell (anosmia). Interestingly, this was not recognized as one of the criteria for testing until a significant portion of patients reported anosmia as the primary presenting symptom [28,29]. Notably, when a medical researcher who experienced a rapid onset of anosmia did not qualify for COVID-19 assessment, scientists signaled an alarm and persuaded decision-makers to include this symptom as one of the criteria [30].

As the absence or presence of COVID-19 signs and symptoms are not accurate enough for a reliable diagnosis, the standard method of diagnosis is real-time reverse transcription-polymerase chain reaction (RT-PCR), one of the most sensitive and accurate laboratory methods to detect viral ribonucleic acid (RNA) [31,32,33,34]. Upper respiratory specimens, including nasopharyngeal swab, oropharyngeal swab, nasal mid-turbinate specimen, anterior nares specimen, and saliva specimen, are collected for initial diagnostic testing [35]. In addition, as a traditional fast diagnostic procedure, chest computed tomography (CT) scans have been applied as a complement to RT-PCR for diagnosing COVID-19 due to its high sensitivity [36]. Typical and common CT findings include pulmonary parenchymal ground-glass opacities and consolidation, affecting at least one lobe [37]. In contrast to their sensitivity, the specificity of chest CT scans is relatively low—for instance, the CT findings overlap with signs of other infections, such as influenza, SARS, MERS, and other viral pneumonia [38,39]. Therefore, the CDC and ACR (American College of Radiology) do not recommend chest imaging as a first-line test or routine screening for COVID-19 as it is insufficient for diagnosis [40]. CT scans were recommended only for hospitalized, symptomatic patients with clinical indications for imaging.

The vast majority of COVID-19 patients experience mild or moderate symptoms—ranging from no symptoms to cold-like symptoms and to mild pneumonia. Some patients may have long-term effects, including neurological [41], cardiac, and respiratory harm [42], as well as mental health problems, and other potential challenges, such as business failure, unemployment, health inequality, social isolation, and even domestic abuse [43,44]. Unfortunately, 15% of COVID-19 patients develop severe symptoms (requiring oxygen) and 5% present with critical infections (requiring ventilation), and present with breathing difficulties, bluish face or lips, sudden confusion, serious pneumonia, and even respiratory failure [45]. In critical cases, patients end up with complications including acute respiratory distress syndrome (ARDS), sepsis, septic shock, and multi-organ failure (heart, kidney), and succumb to death [46,47,48]. It was also found that the infection was more likely to affect elderly individuals with chronic comorbidities, including hypertension, diabetes, cardiovascular disease, and cerebrovascular disease [46,49].

3.1. Transmission and Basic Reproduction Number

The COVID-19 infection transmits easily through coughing, sneezing, singing, talking, and breathing heavily, as long as enough virus particles get into the other person’s mouth, nose, or eyes [5]. The incubation period between exposure and symptom onset ranges from 1 to 14 days, with a median time of 5 to 6 days [50]. Significantly, patients can shed the virus even 2 days before showing any symptoms, thus greatly enhancing the infection rate. However, the virus is most transmissible (viral shedding peak) when the RNA level is highest, which coincides with the onset of the symptoms [50].

One of the most discussed terms regarding the transmission capacity of COVID-19 is R0, or basic reproductive number, a mathematical and epidemiological metric to estimate the transmission potential of an infectious disease [51]. The term R0, pronounced “R naught”, originated from demography and ecology studies for calculating the number of offsprings born to one female in her entire life [52]. Epidemiologists then adopted the concept of R0 and defined it as the expected average number or a range of secondary cases in which one case would infect a completely susceptible population [53,54,55,56]. In general, if R0 is greater than 1 (R0 > 1), then each infected individual causes more than one new infection, indicating an outbreak or epidemic. If R0 is less than 1 (R0 < 1), then each infected individual causes less than one new infection, indicating a reduction or dying out of the disease [51,56,57]. In the context of COVID-19, R0 values range from 1.3 to 7.7 (which is more variable than the WHO-reported R0 range of 2–4), according to different variables, different methods for modeling, and different estimation procedures [51,58,59,60,61,62,63]. Specifically, an estimate of the mean R0 for COVID-19 in China for the period of January to April 2020 was 1.58–2.24, whereas the preliminary estimation of the mean R0 in January 2020 was 2.24–3.58, reflecting the possible effectiveness of lockdown and control strategies [62,64,65].

3.2. Additional Transmission Routes

Two additional possibilities for COVID-19 transmission attracted attention: Pre-symptomatic (virus detected before symptom onset) and asymptomatic (virus detected without symptom having developed) transmission [66]. One report claimed that 12.6% of cases might be transmitted during the pre-symptomatic period [67], and other models suggested that up to half of infections were caused by pre-symptomatic transmission [66,68]. Although the feasibility of actual transmission is still unclear [69], pre-symptomatic and asymptomatic transmissions, along with the majority of cases with mild symptoms, might contribute not only to disease sustainability but also to tolerance across populations.

In addition to the pre-symptomatic transmission and asymptomatic transmission, the super-spreading event is another significant and challenging situation. Though a recent study shows that super-spreading may be largely driven by heterogeneity in contact behavior [70], and maybe overestimated due to biases in data collection [70]. Furthermore, patients can get re-infected on separate occasions, which means prior exposure to COVID-19 might not guarantee a hundred percent immunity to the virus whose genome is constantly mutating [71]. This also indicates that when the immune system fails to mount a protective response, viral reinfection, memory antibody levels reduction, and viral nucleic acids persistence could contribute to the second wave of virus replication and another positive test result [72,73].

4. The Structure and Pathogenesis of SARS-CoV-2

Coronaviruses are not newly identified pathogens. In 1968, an informal group of virologists recognized a new group of rounded shape viruses under the electron microscope. They named them coronavirus, recalling the characteristic appearance of the solar corona [74].

The structure of the coronavirus consists of enveloped, spherical, crown-shaped proteins covering the positive-sense, single-stranded RNA (+ssRNA). Its genome size is ~ 30 kb, classifying it as the largest of all RNA viruses [75]. It is thought that bats were the source of the initial coronavirus infections in humans and animals by potential cross-species transmission and spread [76]. Similar to other coronaviruses, the structural proteins of SARS-CoV-2 consist of a membrane (M) glycoprotein, an envelop (E) protein, a nucleocapsid (N) protein, and a spike (S) protein (Figure 2) [77]. The coronavirus particles are pleomorphic, without a defined structure, and the RNA is contained in the N protein [78,79]. The M glycoprotein, known as matrix protein, forms the outside layer of the virus, forming a connection between the membrane and the N protein through the transmembrane domain [78,79]. Rather than producing the lipid envelop by itself, the virus uses the host’s lipids for replication and morphogenesis [78,79]. The S protein, prominent on the viral envelop similar to a crown, is critical for the viral entry process [78,79].

Figure 2.

Figure 2

SARS-CoV-2 structure. Similar to other coronaviruses, SARS-CoV-2 contains a membrane (M) glycoprotein, an envelop (E) protein, a spike (S) protein, and a nucleocapsid (N) protein (not shown at the outer layer).

Although most human coronavirus infections are mild, three coronavirus-induced outbreaks—SARS, MERS, and COVID-19—burst out in the last 20 years. Notably, the two viruses causing SARS and COVID-19, namely SARS-CoV and SARS-CoV-2, share the same route in infecting humans by binding to human virus entry receptor angiotensin-converting enzyme 2 (ACE2) (Figure 3) [80,81,82,83]. Research showed that the binding affinity of SARS-CoV-2 to ACE2 was similar to or even higher than the binding affinity of SARS-CoV to ACE2, consistent with the high structural similarity between SARS-CoV-2 and SARS-CoV [83,84,85,86]. Additionally, neuropilin-1 (NRP-1) and the tyrosine-protein kinase receptor UFO (AXL) were identified as receptors to facilitate SARS-CoV-2 infection of the human respiratory system [87,88,89,90]. The overall structural homology and high affinity to the same receptor of these two viruses may explain the high transmission rates of SARS and COVID-19 from human to human [84,85].

Figure 3.

Figure 3

SARS-CoV-2 infection route. Infected COVID-19 patients can spread the virus by sneezing or coughing, or by any other route that drops the infectious particles onto another surface. When a person contracts the virus, the virus recognizes its binding target, ACE2, which is expressed on type II alveolar cells (AT2) in the lower respiratory tract. In the fusion step, the S protein on SARS-CoV-2 binds to ACE2, followed by cleavage of the S glycoprotein-ACE2 complex at polybasic motif (PPAR) at S1/S2 by type 2 transmembrane serine protease (TMPRSS2) and other proteases, leading to conformational alteration and activation of the S-glycoprotein. After fusion with the host cell membrane, the virus releases its genomic material into the cytoplasm.

Similar to other coronaviruses, the SARS-CoV-2 entrance process consists of three steps (Figure 3) [91]:

1. Host cell attachment and receptor binding;

2. Host cell membrane and viral membrane fusion;

3. Viral genomic material residing in the host cell.

Coronaviruses employ a class 1 viral fusion protein, the homotrimeric S glycoprotein, which protrude from the viral surface to attach and bind to cell receptors [86,92,93,94,95]. SARS-CoV-2 S protein, in which a receptor-binding domain (RBD) structure is similar to that of SARS-CoV as it shares around 75% overall amino acid sequence identity, attracts ACE2 as a receptor to infect target cells [83,96,97,98]. ACE2 is not only highly expressed in lower respiratory tract cells such as type II alveolar cells (AT2) of the lung, but is found in organs such as the heart, kidney, and gastrointestinal tract, as well. This presumably contributes to COVID-19-induced ARDS, heart attack, kidney failure, and digestive syndromes [91,99]. During the infusion step, the S glycoprotein-ACE2 complex is proteolytically cleaved at a polybasic cleavage motif (PPAR) at the junction of two subunits of the spike protein (S1 and S2) by type 2 transmembrane serine protease (TMPRSS2) expressed on the surface of the host cell, leading to S protein activation and conformational alterations [100,101,102,103]. Similar to other coronaviruses, the S protein in SARS-CoV-2 is composed of two functional subunits, designated S1 and S2, of which the S1 subunit comprises the RBDs and stabilizes the prefusion state of the viral membrane-anchored S2 subunit [83,95,104]. Upon the dissociation of S1 from ACE2 by TMPRSS2, S2 undergoes a transition from a metastable pre-fusion state to a more stable post-fusion state, promoting the virus to enter target cells and release its genomic material into their cytoplasm [83,86,91,92,93,94]. Consistent with the sequencing map, S2 fusion machinery is more conserved than the S1 subunit, in line with the discovery that S1 is more exposed at the viral surface and is subject to more stringent pressure from the host immune system compared with the S2 subunit [83,104]. The sequence overall identity and structure conservation of non-RBD regions in the S protein such as the S2 subunit suggest potential targets for neutralizing antibodies and vaccines [83,86].

5. Mutations of SARS-CoV-2

Similar to other RNA viruses, SARS-CoV-2 may develop mutations in a relatively easier manner compared with DNA viruses, especially in the spike region due to genetic drift [85]. Genomic sequencing allows the identification and monitoring of changes in SARS-CoV-2, which helps in understanding and predicting the associated characteristics and their influence on public health [105]. The surveillance of emerging variants plays an important role in detecting viruses that spread rapidly, cause more severe symptoms, evade detection by diagnostic tests, reduce susceptibility to therapeutics with monoclonal antibodies, and escape natural or vaccine-induced immunity [105].

As early as March 2020, a D614G mutation was identified in the S glycoprotein of SARS-CoV-2, namely a single amino acid replacement of aspartic acid (D) with glycine (G) [106,107]. By April 2020, G614 has become the global dominant variant in the pandemic compared to the D614 form originally identified in the first human cases in Wuhan, China [106,108]. This variant is caused by an A (adenine) -to- G (guanine) nucleotide mutation at position 23,403 relative to the Wuhan reference strain, and is accompanied by three C (cytosine) -to-T (thymine) mutations: One in the 5’UTR (untranslated region) at position 241, one silent mutation at position 3307, and one missense mutation in RNA-dependent RNA polymerase (RdRp P323L) at position 14,408 [106,109]. G614 is associated with potentially higher viral load in COVID-19 patients and patients of younger age, but not with disease severity or mortality, compared with its counterpart D614 form [106,107].

As reported in November 2020, a unique variant of SARS-CoV-2 associated with farmed minks was identified in humans in Denmark [110]. This “Cluster 5” variant contains three substitutions (I692V and M1229I, and Y453F in RBD) and one deletion (HV 69–70 deletion, namely histidine and valine at positions 69 and 70, respectively) in the S protein that had not been observed previously [111]. Concerning the multiple mutations in this variant, there was worry that viruses can potentially reduce antibody neutralization in humans, leading to attenuated immune protection [111]. With extensive investigation and surveillance, no more cases related to the Cluster 5 variant have been observed since September 2020, suggesting that it is no longer circulating [110,111]. However, variants with Y453F (tyrosine substituted by phenylalanine at position 453) mutation on the S protein are still common in the Netherlands and have been reported sporadically in several other countries including the Russian Federation, South Africa, Switzerland, and the USA [111].

More complicated than the above variants, lineage B.1.1.7 (also known as 20B/501Y.V1) is a phylogenetic cluster that is widespread and outcompeting an existing population of circulating variants with a more transmissibility rate observed in the United Kingdom [108]. B.1.1.7 contains an unusually large number of mutations, particularly in the S protein, in which N501Y (asparagine replaced by tyrosine at position 501, one of the key contact residues in RBD) was correlated with potentially higher binding affinity to human and mouse ACE2 [112,113,114]. Globally, two other variants with multiple S protein mutations including N501Y but without HV 69–70 deletions have been circulating rapidly in Australia and South Africa [115,116]. In addition to N501Y, lineage B.1.1.7 was identified with other mutations, including thirteen non-synonymous mutations, three deletions, and six synonymous mutations which may be induced by chronic infection [112]. Since December 2020, N501Y has become the top variant of SARS-CoV-2 worldwide, identified in more than 1.1 million individual samples sequenced for COVID-19 virus and clinically recorded since its first detection in February 2020 [117,118]. Since June 2021, the T478K and L452R variants are growing quickly, culminating to 1 million in a total of the sequenced samples. These variants are among the top ten harboring RBD region mutations (the variants also include T478K, K417T, S494P, F490S, S477N, N439K, L452R, K417N, and E484K) [117,118].

6. The immunological Changes Associated with COVID-19

When the viral infection starts (i.e., when SARS-CoV-2 reaches the cells that line the respiratory tract), the host responds by triggering the immune system to fight back. Although most patients recover successfully, a few but a non-negligible proportion of infected patients develop severe symptoms characterized by severe pneumonia, ARDS, lymphopenia, exhausted lymphocytes, cytokine storm, and possibly antibody-mediated enhancement of viral entry [47,119,120]. While the immune response attempts to defend against the infection, variable(s) yet to be clearly elucidated often counterbalance immune benefits leading patients to be hospitalized. Although the symptoms and outcomes are extraordinarily heterogeneous, understanding the relationship between disease severity and the various immunological changes that occur is under intense investigation [121].

In general, when humans are virally infected, specific cells produce interferons to block viruses from reproducing. Furthermore, the immune system marshals antibodies to target the invaders [122]. Specifically, IFN-γ (interferon-gamma)—a lymphokine secreted by activated T cells—directs and regulates the synthesis of IP-10 (IFN-γ-inducible protein-10), a protein involved in the inflammatory response [123]. IP-10 directs the recruitment of T-helper-1 (Th1) cells for both normal host defense against intracellular pathogens of the lung and acute and chronic inflammatory processes [124]. For example, studies in mice showed that a strong interferon response is crucial in the timely resolution of SARS-CoV and MERS-CoV infections. Alternatively, lethal inflammatory immune reactions are activated if the interferon response is delayed [125,126]. Significantly increased IP-10 levels have been shown in both SARS and MERS patients by independent groups over the past years [127,128].

In addition to the COVID-19 common symptoms such as fever and dry cough, bilateral patchy shadows, or ground-glass opacity on chest CT images, indicate lung damage. Together with CT scans that reveal damage to the lung, patients also present with high levels of IL-1B (interleukin-1B, an inflammatory cytokine), IFN-γ (T helper cytokine), IP-10, and MCP-1 (monocyte chemoattractant protein-1), which is similar to the association of these pro-inflammatory cytokines with pulmonary inflammation in SARS patients [47,129]. Depressed total lymphocytes counts (lymphopenia), prolonged prothrombin duration, and elevated lactate dehydrogenase were documented as the three most common abnormalities in hospitalized patients [46]. One of the early clinical reports in the city of Wuhan observed that compared to non-ICU patients, ICU patients had higher plasma levels of IL-2 (interleukin-2, a T helper cytokine), IL-7 (interleukin-7, a cytokine essential for lymphoid cell survival), IL-10 (interleukin-10, an anti-inflammatory cytokine), GCSF (granulocyte colony-stimulating factor), IP-10, MCP-1, MIP1α (macrophage inflammatory protein 1α, a small inducible cytokine involved in inflammatory responses), and TNF-α (tumor necrosis factor α, a pro-inflammatory cytokine) [47,130,131]. It was also found that white blood cell count, neutrophil count, the levels of D-dimer (indicator for blood vessel dysfunction and clot formation), blood urea, and creatinine levels continued to increase, while lymphocyte counts continued to decrease in non-surviving patients [46,132]. Despite COVID-19 being such a heterogeneous disease affecting patients with different ethnicities, ages, and underlying conditions, the triad of cytokines IP-10, IL-10, and IL-6 was identified to be severity-related, which might help in anticipating disease progression and the length of hospitalization [133].

7. Therapeutic Strategies

In general, three pathologic mechanisms might be associated with poor prognosis [46]:

Virus-induced neutrophilia related to the cytokine storm;

The sustained inflammatory process related to activated coagulation;

Virus-caused hypoxia and shock related to multi-organ dysfunction.

Hence, a cytokine storm, which is associated with high concentrations of pro-inflammatory cytokines in the plasma, is positively correlated with the severity of COVID-19 [47].

Several approaches to treat COVID-19 have been advocated. Symptomatic management and oxygen therapy are two mainstay clinical treatments [119]. Furthermore, in early studies, convalescent plasma transfusion showed an effective clinical outcome for patients with severe and critical symptoms. Whereas the preliminary data were promising, a retrospective study calculated that the effective rate was below 60% [134,135]. In a survey of 16,287 UK hospitalized patients, the convalescent plasma treatment made no significant improvement in the survival of patients who received the treatment compared to those who did not [136]. Numerous clinical trials have been undertaken to explore additional options to treat COVID-19, with ~7662 COVID-19 ongoing studies, among which 1382 studies focus on pharmaceuticals [137,138], as highlighted below.

In a retrospective study of clinical treatment of hospitalized COVID-19 patients in early 2020, most patients received antiviral therapy (oseltamivir), many received antibacterial therapy (moxifloxacin, ceftriaxone, or azithromycin), and a few received glucocorticoid therapy when no specific treatment was recommended except supportive care in early 2020 [46]. Antibacterial drugs proved to be ineffective, and neither oseltamivir nor methylprednisolone (a strong corticosteroid) improved outcomes. Among those admitted into the ICU—patients who also often presented with hypertension, diabetes, cardiovascular disease, or cerebrovascular disease—high-flow oxygen therapy, non-invasive ventilation, and invasive ventilation (including extracorporeal membrane oxygenation as a rescue therapy) were applied according to specific individual situations [46].

During the early chaotic period of the COVID-19 pandemic, no antiviral drugs were efficacious until remdesivir showed limited improvement in shortening the recovery time in hospitalized adult patients [139]. Nonetheless, the cytokine storm-induced morbidity and mortality remained elevated [140]. Baricitinib, an inhibitor targeting the intracellular signaling pathway of cytokines, including IL-6, IL-10, IFN-γ, and GMCSF (granulocyte-macrophage colony-stimulating factor), improved patients’ quality of life. It also reduced conventional inflammatory parameters and IFN biomarkers (serum IP-10 level and 25-gene IFN score) in clinical trials treating monogenic IFN-mediated auto-inflammatory diseases [141]. Recently, the United States Food and Drug Administration (FDA), issued an emergency use of the anti-inflammatory drug baricitinib, in combination with the antiviral drug remdesivir, for the treatment of dysregulated inflammation for severe COVID-19 patients [142]. It was found that baricitinib plus remdesivir were superior to remdesivir alone in shortening the recovery time and improving clinical status with fewer serious adverse events in patients with COVID-19 [143].

Although the US FDA has authorized the emergency use of baricitinib in combination with remdesivir, additional investigation of treatment methods is needed due to the many confounding factors. The compensating effect of other key events in the involved molecular pathways is always a complicated issue for molecular targeting drugs. This is also the reason for clinical trials with various drug combinations, conducted in the hope of obtaining co-effective outcomes such as shortened recovery and reduced mortality. Considering the unbalanced immune conditions in severely ill patients, the mortality rate was not reduced significantly, although there was some improvement (Figure 4).

Figure 4.

Figure 4

Remdesivir versus remdesivir plus baricitinib clinical trials. Comparison of mortality rate and serious adverse events of two clinical trials regarding remdesivir (R) compared with a placebo, and remdesivir in combination with baricitinib (R+B) compared with remdesivir alone (R alone). Data source: Remdesivir for the Treatment of COVID-19—Final Report [139], Baricitinib plus Remdesivir for Hospitalized Adults with COVID-19 [143].

8. Vaccine Development

As an important pandemic control measure, various groups began seeking a safe and effective vaccine for this highly transmissible disease once the SARS-CoV-2 genome sequence was released [144,145].

The classical vaccine platforms commonly used for humans include a whole-inactivated virus, live-attenuated virus, protein subunit, and virus-like particle [146]. These platforms successfully prevented polio, MMR (measles, mumps, and rubella), seasonal influenza, and human papillomavirus, respectively [146]. As of August 2021, four out of 20 vaccines under the WHO evaluation process have been based on classical platforms, such as inactivated antigens [147]. Traditional virus-based vaccine development methods, such as attenuated or inactivated pathogens, although effective, require a large number of active viruses that only biosafety level 3 laboratories can safely produce in the case of COVID-19 [148]. Rather than dependence on the ability to culture live viruses, sequence information of the viruses alone can initiate the development of next-generation vaccines, leading to highly adaptable platforms in facing pandemics such as COVID-19 [146]. The next-generation platforms include viral vector vaccines, nucleic acid-based vaccines (DNA or mRNA), and antigen-presenting cells. For these platforms, the vesicular stomatitis virus-based Ebola virus vaccine (rVSV-ZEBOV) is a representative example—a recombinant, replication-competent vaccine consisting of a VSV vector engineered to express the main glycoprotein of the Zaire Ebola virus [146,149,150]. According to the WHO, as of 13 August 2021, 110 COVID-19 vaccine candidates are in clinical development, among which the protein subunit platforms account for 34%, followed by non-replicating viral vector, DNA, inactivated virus, and RNA platforms (15%, 9%, 15%, and 16%, respectively) [151]. Interestingly, intramuscularly injectable candidate vaccines with two doses were found to be the preferred choice among the candidates in the pre-clinical phase, compared with vaccines with other dosages (one dose or three doses) and routes of administration (oral, subcutaneous, intradermal, or intranasal) [151].

Having been studied for more than three decades, the use of mRNA is not a novel approach for vaccine development [152,153]. The search for effective vaccine tools that can be quickly designed and applied with flexible adaptiveness to antigenic changes in circulating strains is constant, together with updated strategies to combat newly emerging viruses and potential pandemics [146]. Previous efforts to combat SARS and MERS outbreaks accelerated the understanding of the epidemiology, pathogenesis, and diagnosis of SARS-CoV-2, contributing to the accelerated development of therapies as well as vaccines [148,154]. Although the pandemic worsened for almost 1 year until the first COVID-19 vaccine was developed, the turnaround cycle of a mature product for such broad recipients has been lightning-fast compared with vaccines for measles (~10 years), hepatitis B (~15 years), and especially meningitis (~90 years) [145].

Late in 2020, two mRNA-based vaccines were sequentially granted emergency use authorization by the FDA: The Pfizer-BioNTech (on 11 December 2020) and Moderna (on 18 December 2020) COVID-19 vaccines [155,156]. Pfizer-BioNTech (a more than 170-year-old pharmaceutical conglomerate collaborating with a previously little-known German biotechnology company) developed a lipid nanoparticle-formulated, nucleoside-modified mRNA (modRNA) vaccine called BNT162b2, which encodes the membrane-anchored pre-fusion full length of SARS-CoV-2 S protein whose conformation is locked by two proline mutations [157]. Most vaccinated healthy adults in phase 1 and 2 clinical trials produced S-specific CD8+ and type 1 helper T-cells (Th1 CD4+) with a high serum level of IFN-γ [157]. Although another candidate called BNT162b1, which encodes a secreted trimerized SARS-CoV-2 receptor-binding domain, showed a similar immunogenicity profile (antibody responses), BNT162b2 elicited a milder systemic reactogenicity profile (such as fatigue, headache, and fever) than what BNT162b1 caused in recipients, particularly in the elderly [158]. This stimulated further phase 2 and 3 clinical trials with the BNT162b2 vaccine, with the two-dose regimen showing high efficacy irrespective of age, sex, ethnicity, body-mass index, and pre-existing comorbidities [159,160].

Similar to Pfizer, Moderna (a pioneer mRNA biotech company founded in 2010), in collaboration with the Vaccine Research Center of the US National Institute of Allergy and Infectious Diseases (NIAID), developed a lipid nanoparticle-encapsulated mRNA vaccine called mRNA-1273, which encodes a pre-fusion stabilized full-length SARS-CoV-2 S protein [161,162]. In preclinical studies in nonhuman primate models, mRNA-1273 induced Th1 CD4+ cells and interleukin-21-producing CD4 T follicular helper (Tfh) cell responses, with low or undetectable Th2 or CD8 T-cell responses [163]. In addition to detecting robust SARS-CoV-2 neutralizing activity, rapid protection of airways, and absence of pathologic alterations in the lung of nonhuman primates, a phase 3 clinical trial involving more than 30,000 volunteers proved the mRNA-1273 vaccine to be effective in preventing COVID-19 without safety concerns [163,164].

Almost simultaneously to Pfizer and Moderna, Oxford University and AstraZeneca developed a recombinant adenovirus vaccine for COVID-19 consisting of a replication-deficient chimpanzee adenoviral vector (ChAdOx1), which contains the gene that encodes the codon-optimized full length of SARS-CoV-2 S protein [165,166]. This vaccine was redesigned from ChAdOx1 MERS, and a single dose of the vaccine proved to be protective for nonhuman primates (rhesus macaques) against MERS-CoV-induced disease [166,167]. In preclinical studies, ChAdOx1 nCoV-19 vaccine elicited robust humoral and cellular immune responses in both mice (strong Th1 response with high levels of IFN-γ and TNF-α and low levels of IL-4 and IL-10) and rhesus macaques (significantly increased spike-specific antibodies after the second immunization and detectable T cell responses when challenged by S protein) [166]. Follow-up clinical trials showed that, compared to the ~95% efficacy of Pfizer-BioNTech (BNT162b2) and Moderna (mRNA-1273) vaccines, the overall efficacy of the Oxford-AstraZeneca COVID-19 vaccine (ChAdOx1 nCoV-19) was above 70%: 60% in the group receiving two standard doses (SD/SD cohort, 5 × 1010 viral particles per dose), and 90% in the group receiving a half-dose followed by a standard dose (LD/SD cohort), respectively [165]. Unlike the two previously mentioned vaccines, ChAdOx1 nCoV-19 is the first reported non-profit vaccine, committed to low-income and middle-income countries with a promised price of USD 2–3 per dose [168,169,170]. In particular, concerning transportation, the ChAdOx1 nCoV-19 vaccine can use routine refrigerated cold-chain delivery (2–8 °C), which is more affordable and practical compared with the ultra-low temperature freezers (−80 °C) required for mRNA-based vaccines [165,168]. On 15 February 2021, the WHO listed two additional versions of ChAdOx1 nCoV-19—produced in the Republic of Korea and in India, rolling them out for emergency use in more than 70 countries across six continents and heading to cover 142 countries [171,172]. Several European Union (EU) countries temporarily suspended the use of this vaccine due to reports of 37 thrombotic events, including 15 deep vein thrombosis cases and 22 pulmonary embolism cases, among over 17 million vaccinated individuals in the EU and UK [172,173]. The decision was taken even though the number of thrombotic events in vaccinated individuals is significantly lower than what naturally occurs in a similar size cohort. Considering that the vaccine was not designed to address medical issues other than preventing COVID-19, the WHO, along with other EU countries, have advised continuation of the use of ChAdOx1 nCoV-19-based vaccine [172].

Although viruses may sustain genetic drift, there is the confidence that the homogeneous protein produced by the spike gene construct would maintain most neutralization-sensitive epitopes [85]. Undoubtedly, functional studies on viral proteins can play an important role in antiviral drug screening and vaccine development with the assistance of next-generation platforms, which may permanently change our ability to respond to newly emerging viruses [96,146]. As for how long antibody protection induced by natural infection lasts, this is still unknown. Vaccination against SARS-CoV-2 regardless of antibody status is currently recommended. Follow-up time will inform how long the vaccine-induced antibody protection can last [174]. For detailed information on COVID-19 vaccines in clinical development, refer to Table S1 which is adjusted from the WHO document [151]. Although a few claim vaccination is ineffective for limiting contagion, especially considering the vaccine breakthrough by the Delta variant (B.1.617.2) [175,176,177,178,179], vaccination is still recommended for everyone (≥12 years old) to prevent COVID-19 and particularly to avoid hospitalization and death [180].

9. The History of Low-Dose Radiotherapy of Non-COVID-19 Pneumonia

Radiation therapy, which has been used to treat cancer for more than 100 years, is not new in disease management. After the discovery of X-rays in 1895 and the development of therapeutic methods in the early1900s, clinicians have used radiation to kill malignant cells [181]. Unlike the relatively high doses used to sterilize tumors, lower doses were also applied in treating non-cancerous diseases.

Low-dose radiotherapy, in which the total dose applied is significantly less than the dose used in cancer treatments, was historically a successful option for pneumonia before the discovery of penicillin [182,183]. Reports have suggested that an absorbed dose of 1 Gy, which is 50 to 100 times lower than the total doses used by oncologists, has anti-inflammatory effects [183,184]. As early as 1905, Musser and Edsall reported on their X-ray treatment of five patients with unresolved pneumonia, which shed the first light on the potential benefit of radiation in treating respiratory diseases [185]. Almost two decades later, Heidenhain and Fried observed a systematic inflammatory-blocking function of low-dose X-ray treatment, showing clinical utility in treating deeper penetrating infections such as pneumonia [186].

In most follow-up studies performed in the 1930s, the applied doses ranged from 0.3 to 0.5 Gy [187]. In 1936, Powell applied low-dose radiotherapy in a clinical study with 231 patients after his first success on a patient with a complete recovery from lobar pneumonia [188]. A concern is that Powell did not randomize his patients as his staff recognized near-immediate relief from respiratory distress and circulatory distress after treatment [183,187,188]. In a study that appeared soon after, Scott noted that the patients experienced initial relief of symptoms, followed by a reduction of fever [189]. Surprisingly, no record of any toxicity events in the treatment group was noted as the investigators monitored for adverse radiation effects [189]. However, it may be argued that longer follow-up periods may have revealed a different spectrum of health effects. In 1942, Rousseau reported a full clinical recovery in the majority of patients with atypical sulfanilamide non-responsive pneumonia treated with low-dose radiotherapy, noting that the patients were free from toxic side effects [190]. In the following year, Oppenheimer reported that presumed-viral pneumonia patients treated with X-rays also showed complete fever resolution and disappearance of pulmonary consolidations [191]. Details of the brief history of X-ray therapy on non-COVID-19 patients are listed in Table 1.

Table 1.

Brief History of X-ray Therapy on non-COVID-19 Pneumonia.

Time Author Location Radiation Type Dosage Patients Number Diseases/Conditions Result Adverse Radiation Effects Reference
1905 Musser and Edsall Pennsylvania X-ray N/A 5 Unresolved pneumonia 40% symptoms disappeared N/A [185]
1907 Edsall and Pemberton Pennsylvania X-ray Various 2 Unresolved pneumonia 100% cured N/A [193]
1916 Quimby and Quimby New York X-ray Not given 12 Chronic chest conditions 100% prompt benefit N/A [194]
1924 Heidenhain and Fried Worms, Germany X-ray Low doses 243 Unresolved chronic bronchopneumonia 75% good and very good improvement N/A [186]
1925 Krost (cooperation with M.T. Blumenthal) Chicago X-ray Small doses (*) 12 Unresolved pneumonia (children) 92% apparent benefit None [195]
1930 Merritt and McPeak N/A X-ray N/A 7 Unresolved pneumonia 86% cured N/A [196]
1936 Powell Houston, Texas X-ray N/A 47 Unresolved pneumonia (lobar?) 100% convalescence with 2.5% mortality N/A [188]
1938 Powell Temple, Texas X-ray Small doses (!) 104 Lobar pneumonia Mortality rate less than 5% N/A [197]
1938 Powell Temple, Texas X-ray small doses (!) 30 Bronchopneumonia Mortality reduced from 30% to 13% N/A [197]
1939 Powell N/A X-ray N/A N/A Acute pneumonias N/A N/A [198]
1939 Scott Niagara Falls X-ray N/A 138 Acute Lobar pneumonia 80% cured None [189]
1942 Rousseau North Carolina X-ray Small doses (@) 72 Atypical bronchopneumonia or lobular pneumonia N/A None [190]
1942 Rousseau North Carolina X-ray Small doses (@) 104 Acute pneumococcic lobar pneumonia 94% recovered None [190]
1942 Rousseau North Carolina X-ray Small doses (@) 29 Sulfonamide non-responsible pneumococcic lobar pneumonia 76% recovered None [190]
1943 Oppenheimer New Hampshire X-ray Low doses ($) 36 Interstital pneumonia (children) 92% rapid and consistent improvement N/A [199]
1943 Oppenheimer N/A X-ray N/A 56 Presumed-viral pneumonia 80% cured N/A [191]

(*) The dose was 5 mA, spark gap 7.5 in, distance 8 in, filter 3 mm of aluminum (Al) and 4 mm of sole leather, and time 5 min [195]; (!) 250–350 roentgens of 0.3 Åunit of effective radiation (135 kVwith 3 mm Al filter) given anteriorly or posteriorly over an area a little larger than the involved portion of the lung [197]; (@) 120 kV, 3 mm Al filter at a single dose at intervals of 36 h, if necessary, for one, two, or three doses [190]; ($) 1/3 to 1/5 of recommended pneumonia treatment; 140 kV, 20 mA, 0.5 mm Cu plus 1 mm Al filtration, the dose varying from 20 to 90 roentgens measured on the skin, through portals 15 cm2 directed to the involved region with the inclusion of the hila; the anode to skin distance is 35 cm [199].

In short, the early reports suggest that low-dose radiotherapy can reduce mortality rate, alleviate symptoms rapidly, and substantially reduce the severity of pneumonia [183]. Although the reported toxic effects of low-dose radiotherapy were minimal, systematic, evidence-based reasoning for the mechanisms underlying the efficacy of low-dose radiotherapy is needed. The promising early studies did not last long with the discovery of penicillin shifting scientific focus and funding mechanisms on antibiotics. Furthermore, there were safety concerns about long-term adverse outcomes including cancer and other degenerative diseases. The silence on the efficacy of low-dose radiotherapy was broken after 80 years as the global pandemic brought scientists to consider again the anti-inflammatory effects of low-dose radiotherapy in attenuating the severity of life threatening symptoms of COVID-19 [192].

10. Low-Dose Radiation Treatment of COVID-19

Although COVID-19 pneumonia is a novel disease that is different from other types of ARDS, severe COVID-19-associated ARDS shares typical ARDS lung pathology such as diffuse alveolar damage and hyaline membrane formation [120,200]. As Prasanna et al. summarized, the general rational for low-dose radiation treatment of COVID-19 is its inhibition of the cytokine storm, which promotes pulmonary dysfunction and ultimately ARDS [201]. Inflammation is a dynamic and progressive process that is tightly associated with redox-modulated reactions [202]. When recruited to sites of inflammation, macrophages and neutrophils generate reactive species, including reactive oxygen and nitrogen species (ROS and RNS). With multiple pro-inflammatory cytokines and chemokines being secreted, the latter together with elevated levels of ROS and RNS deteriorate redox homeostasis, and further worsen the disease [203]. During the past two decades, research has revealed that low-dose radiation-mediated homeostasis is associated with enhanced cellular detoxification of ROS by a major antioxidant enzyme (manganese superoxide dismutase, MnSOD) within the mitochondria [204,205,206,207]. This adaptive protection of mitochondrial metabolic functions is thought to provide experimental and theoretical support for using low-dose radiation to limit virus replication [207]. Other antioxidants, including glutathione, were also shown to be increased following exposure to low doses of sparsely ionizing radiation such as X and γ rays [208,209]. Schaue et al. suggested that it might be difficult and challenging for patients with complicated conditions and advanced age to rebalance redox levels, and low-dose radiation treatment might be of clinical value with its broad suppression of various inflammatory, pro-oxidant pathways at multiple levels [203,210].

Among the over 6000 clinical trials on COVID-19, only 17 focus on the relative efficacy of low-dose radiation therapy [211]. In June 2020, clinicians at Emory University reported their phase I interim analysis of a small pilot trial to treat oxygen-dependent elderly patients with COVID-19 pneumonia. They found that four out of five patients rapidly improved their breathing within 24 h after a single fraction of 1.5 Gy of X-rays applied to both lungs [212]. The patients recovered to breathe room air (unmodified, ambient air with a typical oxygen concentration of 21%) after being on supplemental oxygen for an average of 1.5 days after whole-lung irradiation [212,213]. Thereafter, clinical trials conducted in Iran found improvements similar to those observed in the latter study. An 80% response rate was observed in severe COVID-19 patients after whole-lung irradiation with a single fraction of 0.5 Gy [214]. These preliminary observations support the hypothesis that radiation at doses of ~0.5 Gy modifies the immune reaction to COVID-19 pneumonia by activating anti-inflammatory M2 macrophages [215]. Following up on the safety outcomes of the phase I trial, the same clinicians at Emory University carried out a phase II trial exploring the efficacy of immunomodulatory, single fraction, whole-lung moderate-dose of 1.5 Gy for patients with SARS-CoV-2 hyper-inflammatory pneumonia [216]. They reported a significantly shorter time of 3 days to clinical recovery in the radiotherapy cohort compared to 12 days in the control cohort. They also noticed significantly reduced levels of the inflammatory biomarker CRP (C-reactive protein) and LDH (lactate dehydrogenase), which suggest modulatory effects on immune cells. In November 2020, another pilot study in India showed a 90% response rate for low-dose radiotherapy (0.7 Gy in a single fraction) in COVID-19 patients having moderate to severe disease, which further supports the feasibility and clinical effectiveness of low-dose radiotherapy [217]. Overall, all of these clinical trials reported no early toxic effect of low-dose radiation (LDR). However, in February 2021, a study from Switzerland reported an identical survival rate (63.6%) in both 1 Gy-whole-lung radiation treated and sham treated groups, although the standard treatment of dexamethasone to ICU patients may have masked the anti-inflammatory effects of low-dose radiation [218]. Details of current radiation treatment of COVID-19 patients are listed in Table 2 (completed trials) and Table 3 (ongoing trials).

Table 2.

Summary of Completed Clinical Trials Using Radiation in the Treatment of COVID-19.

ClincalTrial.gov ID Acronym Dosage Fraction Participants Control Median Age/Range Female Percentage Phase Overall Recovery Mean Time to Clinical Recovery Mean Time to Discharge No Acute Toxicities Locations Reference
NCT04366791 RESCUE 1–19 1.5 Gy Single 10 No 90 (64–94) 80% 1 80% 1.5 days 12 days No USA [212]
20 10 76 (43–104) 55% 2 90% 3 days 12 days No [216]
NCT04394182 ULTRA-COVID 0.8 Gy Single 15 No 80, 65 50% 1 100% Various (*) 11 days No Spain [219]
NCT04394793 N/A 70 cGy Single 10 No 51 (38–63) 0% N/A 90% 3–7 days 15 days No India [217]
NCT04390412 N/A 0.5 Gy Depends (!) 5 No 69 (60–84) 20% 1 and 2 75% 1 day 6 days No Iran [214]
0.5 Gy, 1 Gy Depends (#) 10 No 75 (60–87) 20% 55.5% N/A 8.7 days No [220]
NCT04598581 COVID-RT-01 1 Gy Single 22 Sham irradiation 75 (54–84) 23% 2 73%($) N/A N/A No Switzerland [218]
NCT04534790 N/A 1 Gy Single 30 Not radiotherapy N/A N/A N/A N/A N/A N/A N/A Mexico [221]
NCT04724538 N/A 99 mTc-pertechnetate aerosol N/A 25 No intervention N/A N/A 1 and 2 N/A N/A N/A N/A Russian [222]

(*) Patient 1: Day 5 after treatment; Patient 2: Day 2, 5, 7 less need, and dropping the intermittent oxygen support 2 months after treatment; improvement of symptoms such as asthenia and dyspnea after 48 h of treatment; (!) single fraction of 0.5 Gy, with another fraction of 0.5–1 Gy at least 72 h apart if necessary; (#) 5 received single-dose 0.5 Gy, one received two-dose 0.5 Gy, and four received single-dose 1 Gy; ($) 73% is the estimate of survival at 15 days in the low-dose radiation treatment group, whereas the 28-day survival estimates were the same at 63.6% in both low-dose radiation-treated group and sham-treated group.

Table 3.

Summary of Current Ongoing Clinical Trials Using Radiation Therapy for COVID-19.

ClincalTrial.gov ID. Acronym Dosage Fraction Participants Control Phase Locations Reference
NCT04433949 RESCUE1-19 ≤ 1 Gy Single 52 Not radiotherapy 3 US [223]
NCT04414293 COVRTE-19 LDR Single 41 No control group 2 Spain [224]
NCT04427566 VENTED 80 cGy Depends ($) 24 No control group 2 US [225]
NCT04466683 PREVENT 35 cGy, 100 cGy Single 100 Not radiotherapy 2 US [226]
NCT04393948 N/A 100 cGy: single lung or whole lung Single 48 Not radiotherapy 1 and 2 US [227]
NCT04493294 N/A LDR Single 500 No control group 1 and 2 Switzerland [228]
NCT04572412 N/A 50 cGy Depends (^) 13 No control group 1 UK [229,230]
NCT04377477 COLOR-19 70 cGy Single 30 No control group 2 Italy [231]
NCT04420390 LOWRAD-COV19 ≤ 1 Gy Single 41 No control group N/A Spain [232]
NCT04380818 N/A 0.5 Gy Depends (&) 106 Not radiotherapy 1 and 2 Spain [233,234]
NCT04904783 LOCORAD 0.5 Gy Single 20 Not radiotherapy N/A India [235]

($) Eighty cGy single fraction, with a second option of 80 cGy if no improvement after 3–10 days; (^) single fraction of 50 cGy, with second option of 50 cGy, if necessary; (&) bilateral lung single dose LDR of 0.5 Gy, with option of additional 0.5 Gy after 48 h.

Whereas reports show attenuation of COVID-19 symptoms with relatively low-dose radiotherapy, scientific and public concerns about long-term side effects are evident. There is worry that radiation exposure will induce long-term adverse outcomes, including bystander effects, oxidative stress, chronic inflammatory responses, cytotoxicity, genomic instability, and ultimately cancer and degenerative conditions [202,236]. In particular, current regulatory guidelines are based on a linear no-threshold (LNT) model that assumes exposure to any dose of ionizing radiation increases cancer risk. The LNT model is a practical operational framework used in radiation protection to ensure the safety of workers and members of the public, which includes those who are particularly vulnerable to the effects of ionizing radiation. However, from the point of view of risk assessment, several studies claim beneficial effects from low-dose radiation (reviewed in [237,238]) and show that low-dose radiation effects often differ from those induced by high-dose radiation, at least in the case of the low-linear-energy transfer types of radiation such as X and γ rays [239,240]. These studies reveal that in vitro exposure of cells maintained in culture and in vivo exposure of rodents to low doses of sparsely ionizing radiation (i.e., X and γ rays) modulate changes at the molecular level, and provide significant evidence supporting up-regulation of DNA repair, anti-oxidation, and expression of adaptive responses [202,241].

With respect to treatment for COVID-19, low-dose radiotherapy may have unique advantages emerging from its successful history in treating inflammatory diseases and unresolved pneumonia:

1. Low-dose radiotherapy can target inflamed areas such as the lung specifically, whereas antiviral, anti-inflammatory drugs, and statins are systemic drugs that affect the whole body.

2. The benefits of low-dose radiotherapy appear to outweigh the risk of long-term effects in the case of seriously ill COVID-19 patients.

3. Low-dose radiotherapy is less likely to induce drug-resistant mutation in the virus compared to anti-viral drugs [242].

It is generally accepted that radiation is a mild mutagen [243]. As an RNA virus, SARS-CoV-2 is characterized by a moderate to high mutation rate. Mutation hot spots have been identified during the current pandemic, indicating potential drug resistance [109]. Antiviral drugs, the research topic granted the 2018 Nobel Prize in Chemistry (for phage display) demonstrated that therapeutic protein engineering can be modified under selective pressure, to target viruses [244]. Conversely, based on the reaction of viruses to antiviral drugs, a more resistant group of viruses might be selected under target drug therapies.

Low-dose radiotherapy is a cost-effective treatment that is available in most hospitals. In contrast, the expense for molecular-targeting therapies is challenging for a large number of patients in both developed and developing countries. Considering economic reasons, it may be argued that low-dose radiotherapy would reach more patients than targeted therapies and with a reduced financial burden. In this context, portable low-dose radiation systems for bedside treatment, in ICU, of critically ill COVID-19 patients would be advantageous [245]. Such devices have the added benefit of keeping COVID-19 patients separate from other patients, especially vulnerable patients receiving radiation therapy in the same hospital, thereby minimizing the probability of infection [245].

11. Discussion

Although the clinical outcomes of low-dose radiotherapy for COVID-19 patients are promising, the specific mechanisms for its immunomodulatory effects remain unclear. Various mechanisms may be involved in reducing inflammation by ionizing radiation, including the induction of apoptosis in immune cells, secretion of anti-inflammatory factors, and the reduced function of macrophages [246]. To further elucidate the underlying mechanisms, in vitro studies may apply strategies to induce molecular modifications in cells interacting with the coronavirus. Furthermore, low-dose radiotherapy may induce alterations in the immune microenvironment. Using flow cytometry, identification of molecular markers on immune cells as well as other cells impacted by the virus upon irradiation might be informative. It will also be interesting to study whether apoptosis of cytokine-producing infiltrating cells is a substantial component, as a fast response in COVID-19 patients was noticed after low-dose radiotherapy [241]. It has been recognized that low-dose radiotherapy does not induce post-treatment pancytopenia or immunosuppression, which implies that low-dose radiotherapy might not worsen immune activation or slow viral clearance [216]. This proposed idea may be tested by applying low-dose radiotherapy on pseudovirus-infected cells that are co-cultured with immune cells, and by comparing the spectrum of changes in cell surface biomarkers by flow cytometry, as well as the speed of viral clearance by live-cell imaging using confocal microscopy. Specifically, qPCR or sequencing technology may be applied to analyze gene expression during the interaction between immune cells and viral particles. This may shed further light on the molecular pathways associated with healthy cells fighting a viral attack.

There is a concern that the anti-inflammatory effect of low-dose radiotherapy may not be strong enough to inhibit the cytokine storm [241]. To elucidate the mechanisms for further application, low-dose radiotherapy may be combined with FDA-approved anti-inflammatory drugs, molecular-targeting drugs, and anti-viral drugs, such as dexamethasone, baricitinib, and remdesivir [139,143,247]. If the combined therapy shows an additive effect at the cellular level, verifying the effect in animal studies is essential before obtaining approval for eventual administration to patients in serious conditions. It will be interesting to explore whether low-dose radiotherapy would improve the effectiveness of those top candidates for targeted treatment.

With respect to the concerns about adverse effects of radiation exposure, different dosages may be applied to determine the minimum therapeutic dose level that can be effective in relieving inflammation, and whether the radiation dose should be delivered as a single bolus or be fractionated. Many confounders may bias and limit the result regarding the long-term effect of low-dose radiotherapy on humans. Considering that not enough studies of low-dose radiotherapy are available on animal models, Prasanna et al. indicated that additional pre-clinical studies in non-human primates, hamsters, or mice are required before proceeding with low-dose radiation therapy in COVID-19 patients [201]. Hence, in vivo experiments using different animal models are necessary to understand the variables associated with radiation delivery (i.e., dose, dose-rate, fractionation) on attenuating inflammation [201]. The use of low-dose radiation as an adjuvant therapy was recommended by others, opening more avenue for multi-modal therapy for severe COVID patients [248]. With suitable experimental models, various parameters can be optimized for beneficial clinical effects [248].

In alignment with Schaue’s opinion, it is critical—although tricky—to identify the patients who are likely to benefit from radiation treatment and to set the time point early enough for them to receive treatment and recover [203]. Theoretically, the patients with a clinical and radiological diagnosis of severe bilateral interstitial pneumonia might benefit from low-dose radiation to the lungs. Dr. Jian-Jian Li, who advocated low-dose radiotherapy early in the COVID-19 pandemic, suggested the necessity of precise evaluation of the potential effects of low-dose radiation in control of the cytokine storm and ARDS, as well as the proper timing and dosage using animal models [207]. By identifying biomarkers associated with relief of the cytokine storm by low-dose radiation, and by comparing their correlation with clinical laboratory results, it becomes possible to provide a checklist of critical markers to triage patients when they first step into the hospital. Those who might develop severe disease and might benefit most with the least risk from low-dose radiotherapy can get immediate treatment and avoid deterioration of their condition. If pandemics are inevitable, by expanding research on therapeutic avenues for COVID-19 and understating the underlying mechanisms, we may become better prepared to defend against other novel viral infection.

Acknowledgments

Funding and support for the research were provided by a Federal Nuclear Science and Technology Work Plan of the Atomic Energy of Canada Limited. J.Y. especially thanks Hongbing Yu for reviewing the first draft and providing precious suggestions and encouragement.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/cells10092212/s1. Table S1: The development of COVID-19 vaccines in clinical trials (adjusted from WHO document) [151].

Author Contributions

J.Y. prepared the original draft; Y.W., E.I.A. and A.B.J. reviewed and edited the manuscript; Y.W. acquired the funding. All authors have read and agreed to the published version of the manuscript.

Funding

Funding and support for the research was provided by a Federal Nuclear Science and Technology Work Plan of the Atomic Energy of Canada Limited.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data source for Figure 1: https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Week-Ending-D/r8kw-7aab (accessed on 23 August 2021). Data source for Figure 4: Remdesivir for the Treatment of COVID-19—Final Report [139], Baricitinib plus Remdesivir for Hospitalized Adults with COVID-19 [143].

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study, in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Worldometers COVID-19 Coronavirus Pandemic. 2021. [(accessed on 26 April 2021)]. Available online: https://www.worldometers.info/coronavirus/
  • 2.Bendavid E., Oh C., Bhattacharya J., Ioannidis J.P.A. Assessing mandatory stay-at-home and business closure effects on the spread of COVID-19. Eur. J. Clin. Investig. 2021;51:e13484. doi: 10.1111/eci.13484. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Zamir M., Shah Z., Nadeem F., Memood A., Alrabaiah H., Kumam P. Non Pharmaceutical Interventions for Optimal Control of COVID-19. Comput. Methods Programs Biomed. 2020;196:105642. doi: 10.1016/j.cmpb.2020.105642. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Canada.ca COVID-19: Main Modes of Transmission. 2020. [(accessed on 26 April 2021)]. Available online: https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/health-professionals/main-modes-transmission.html#shr-pg0.
  • 5.Peng Y., Zhou Y.H. Coronavirus Disease (COVID-19): How Is It Transmitted? J. Med. Virol. 2020;92:1408–1409. doi: 10.1002/jmv.25753. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.COVID-19: Epidemiology, Virology and Clinical Features. [(accessed on 12 March 2021)]; Available online: https://www.gov.uk/government/publications/wuhan-novel-coronavirus-background-information/wuhan-novel-coronavirus-epidemiology-virology-and-clinical-features.
  • 7.Gorbalenya A.E., Baker S.C., Baric R.S., De Groot R.J., Drosten C., Gulyaeva A.A., Haagmans B.L., Lauber C., Leontovich A.M., Neuman B.W., et al. Severe acute respiratory syndrome-related coronavirus: The species and its viruses—A statement of the Coronavirus Study Group. bioRxiv. 2020 preprint. [Google Scholar]
  • 8.Wu Y., Ho W., Huang Y., Jin D.-Y., Li S., Liu S.-L., Liu X., Qiu J., Sang Y., Wang Q., et al. SARS-CoV-2 is an appropriate name for the new coronavirus. Lancet. 2020;395:949–950. doi: 10.1016/S0140-6736(20)30557-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Graham R.L., Donaldson E.F., Baric R.S. A decade after SARS: Strategies for controlling emerging coronaviruses. Nat. Rev. Genet. 2013;11:836–848. doi: 10.1038/nrmicro3143. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Centers of Disease Control and Prevention Influenza (Flu) Past Seasons. [(accessed on 23 July 2021)]; Available online: https://www.cdc.gov/flu/season/index.html.
  • 11.Faust J.S., Rio C.D. Assessment of Deaths from COVID-19 and From Seasonal Influenza. Am. Med. Assoc. 2020;180:1045–1046. doi: 10.1001/jamainternmed.2020.2306. [DOI] [PubMed] [Google Scholar]
  • 12.National Center for Farmworker Health, editor. Provisional COVID-19 Death Counts by Week Ending Date and State. [(accessed on 2 August 2021)]; Available online: https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Week-Ending-D/r8kw-7aab.
  • 13.Konala V.M., Adapa S., Naramala S., Chenna A., Lamichhane S., Garlapati P.R., Balla M., Gayam V. A Case Series of Patients Coinfected with Influenza and COVID-19. J. Investig. Med. High Impact Case Rep. 2020;8:1–7. doi: 10.1177/2324709620934674. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Wang Y., Ao G., Qi X., Xie B. The association between COVID-19 and asthma: A systematic review and meta-analysis. Clin. Exp. Allergy. 2020;50:1274–1277. doi: 10.1111/cea.13733. [DOI] [PubMed] [Google Scholar]
  • 15.Mendes N.F., Jara C.P., Mansour E., Araújo E.P., Velloso L.A. Asthma and COVID-19: A systematic review. Allergy Asthma Clin. Immunol. 2021;17:1–12. doi: 10.1186/s13223-020-00509-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Eger K., Bel E.H. Asthma and COVID-19: Do we finally have answers? Eur. Respir. J. 2020;57:2004451. doi: 10.1183/13993003.04451-2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.COVID-19 Rapid Guideline: Dermatological Conditions Treated with Drugs Affecting the Immune Response. NICE Guideline; London, UK: 2020. [PubMed] [Google Scholar]
  • 18.Group B.P. Management of Coexisting Conditions in the Context of COVID-19. BMJ Publishing; London, UK: 2020. [Google Scholar]
  • 19.NICE Guideline COVID-19 Rapid Guideline: Gastrointestinal and Liver Conditions Treated with Drugs Affecting the Immune Response. [(accessed on 25 January 2021)]. Available online: https://www.nice.org.uk/guidance/ng172. [PubMed]
  • 20.Leung J.M., Niikura M., Yang C.W.T., Sin D.D. COVID-19 and COPD. Eur. Respir. J. 2020;56:2002108. doi: 10.1183/13993003.02108-2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Guan W.-J., Liang W.-H., Zhao Y., Liang H.-R., Chen Z.-S., Li Y.-M., Liu X.-Q., Chen R.-C., Tang C.-L., Wang T., et al. Comorbidity and its impact on 1590 patients with COVID-19 in China: A nationwide analysis. Eur. Respir. J. 2020;55:2000547. doi: 10.1183/13993003.00547-2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Sin D.D. COVID-19 in COPD: A growing concern. EClinicalMedicine. 2020;26:100546. doi: 10.1016/j.eclinm.2020.100546. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.ESMO Cancer Patient Management during the COVID-19 Pandemic. [(accessed on 25 January 2021)]. Available online: https://www.esmo.org/guidelines/cancer-patient-management-during-the-covid-19-pandemic/disclaimer.
  • 24.Ejaz H., Alsrhani A., Zafar A., Javed H., Junaid K., Abdalla A.E., Abosalif K.O., Ahmed Z., Younas S. COVID-19 and comorbidities: Deleterious impact on infected patients. J. Infect. Public Health. 2020;13:1833–1839. doi: 10.1016/j.jiph.2020.07.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Sypmtoms of COVD-19. [(accessed on 2 August 2021)]; Available online: https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html.
  • 26.Grant M.C., Geoghegan L., Arbyn M., Mohammed Z., McGuinness L., Clarke E.L., Wade R.G. The prevalence of symptoms in 24,410 adults infected by the novel coronavirus (SARS-CoV-2; COVID-19): A systematic review and meta-analysis of 148 studies from 9 countries. PLoS ONE. 2020;15:e0234765. doi: 10.1371/journal.pone.0234765. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Armitage M. How Do COVID-19’s Annual Deaths and Mortality Rate Compare to the Flu’s? [(accessed on 3 July 2021)]. Available online: https://www.goodrx.com/blog/flu-vs-coronavirus-mortality-and-death-rates-by-year/
  • 28.Bénézit F., Le Turnier P., Declerck C., Paillé C., Revest M., Dubée V., Tattevin P., Arvieux C., Baldeyrou M., Chapplain J.-M., et al. Utility of hyposmia and hypogeusia for the diagnosis of COVID-19. Lancet Infect. Dis. 2020;20:1014–1015. doi: 10.1016/S1473-3099(20)30297-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Stone J. There’s an Unexpected Loss of Smell and Taste in Coronavirus Patients. [(accessed on 2 August 2021)]. Available online: https://www.forbes.com/sites/judystone/2020/03/20/theres-an-unexpected-loss-of-smell-and-taste-in-coronavirus-patients/?sh=549123bd5101.
  • 30.Gautier J., Ravussin Y. A New Symptom of COVID-19: Loss of Taste and Smell. Obesity. 2020;28:848. doi: 10.1002/oby.22809. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Struyf T., Deeks J.J., Dinnes J., Takwoingi Y., Davenport C., Leeflang M.M., Spijker R., Hooft L., Emperador D., Dittrich S., et al. Signs and symptoms to determine if a patient presenting in primary care or hospital outpatient settings has COVID-19 disease. Cochrane Database Syst. Rev. 2020;2020:CD013665. doi: 10.1002/14651858.cd013665. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Jawerth N. How Is the COVID-19 Virus Detected Using Real Time RT-PCR? [(accessed on 25 January 2021)]. Available online: https://www.iaea.org/newscenter/news/how-is-the-covid-19-virus-detected-using-real-time-rt-pcr.
  • 33.Centers of Disease Control and Prevention Test for COVID-19 Only. [(accessed on 25 January 2021)]; Available online: https://www.cdc.gov/coronavirus/2019-ncov/lab/virus-requests.html.
  • 34.World Health Organization Molecular Assays to Diagnose COVID-19: Summary Table of Available Protocols. [(accessed on 26 January 2021)]. Available online: https://www.who.int/publications/m/item/molecular-assays-to-diagnose-covid-19-summary-table-of-available-protocols.
  • 35.Centers for Disease Control and Prevention Specimen Collection. [(accessed on 25 January 2021)];2020 Available online: https://www.cdc.gov/coronavirus/2019-nCoV/lab/guidelines-clinical-specimens.html.
  • 36.Ai T., Yang Z., Hou H., Zhan C., Chen C., Lv W., Tao Q., Sun Z., Xia L. Correlation of Chest CT and RT-PCR Testing for Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases. Radiology. 2020;296:E32–E40. doi: 10.1148/radiol.2020200642. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Chung M., Bernheim A., Mei X., Zhang N., Huang M., Zeng X., Cui J., Xu W., Yang Y., Fayad Z.A., et al. CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV) Radiology. 2020;295:202–207. doi: 10.1148/radiol.2020200230. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Xu B., Xing Y., Peng J., Zheng Z., Tang W., Sun Y., Xu C., Peng F. Chest CT for detecting COVID-19: A systematic review and meta-analysis of diagnostic accuracy. Eur. Radiol. 2020;30:5720–5727. doi: 10.1007/s00330-020-06934-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Li Y., Xia L. Coronavirus Disease 2019 (COVID-19): Role of Chest CT in Diagnosis and Management. Am. J. Roentgenol. 2020;214:1280–1286. doi: 10.2214/AJR.20.22954. [DOI] [PubMed] [Google Scholar]
  • 40.ACR ACR Recommendations for the Use of Chest Radiography and Computed Tomography (CT) for Suspected COVID-19 Infection. [(accessed on 25 January 2021)]. Available online: https://www.acr.org/Advocacy-and-Economics/ACR-Position-Statements/Recommendations-for-Chest-Radiography-and-CT-for-Suspected-COVID19-Infection.
  • 41.Pereira A. Long-Term Neurological Threats of COVID-19: A Call to Update the Thinking about the Outcomes of the Coronavirus Pandemic. Front. Neurol. 2020;11:308. doi: 10.3389/fneur.2020.00308. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Bansal M. Cardiovascular Disease and COVID-19. Diabetes Metab. Syndr. Clin. Res. Rev. 2020;14:247–250. doi: 10.1016/j.dsx.2020.03.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Armitage M. COVID-19 Symptoms vs. Flu Symptoms: How Are They Different? [(accessed on 25 January 2021)]. Available online: https://www.goodrx.com/blog/flu-symptoms-vs-coronavirus-symptoms-and-signs/
  • 44.Douglas M., Katikireddi S.V., Taulbut M., McKee M., McCartney G. Mitigating the wider health effects of covid-19 pandemic response. BMJ. 2020;369:m1557. doi: 10.1136/bmj.m1557. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.WHO Coronavirus Disease (COVID-19): Similarities and Differences with Influenza. [(accessed on 16 March 2021)]. Available online: https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-similarities-and-differences-with-influenza#:~:text=For%20COVID%2D19%2C,observed%20for%20influenza%20infection.
  • 46.Wang D., Hu B., Hu C., Zhu F., Liu X., Zhang J., Wang B., Xiang H., Cheng Z., Xiong Y., et al. Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus–Infected Pneumonia inWuhan, China. J. Am. Med. Assoc. 2020;323:1061–1069. doi: 10.1001/jama.2020.1585. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Huang C., Wang Y., Li X., Ren L., Zhao J., Hu Y., Zhang L., Fan G., Xu J., Gu X., et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020;395:497–506. doi: 10.1016/S0140-6736(20)30183-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Murthy S., Gomersall C.D., Fowler R.A. Care for Critically Ill PatientsWith COVID-19. J. Am. Med. Assoc. 2020;323:315. doi: 10.1001/jama.2020.3633. [DOI] [PubMed] [Google Scholar]
  • 49.Chen N., Zhou M., Dong X., Qu J., Gong F., Han Y., Qiu Y., Wang J., Liu Y., Wei Y., et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: A descriptive study. Lancet. 2020;395:507–513. doi: 10.1016/S0140-6736(20)30211-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Coronavirus Disease (COVID-19): For Health Professionals. [(accessed on 16 March 2021)]. Available online: https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/health-professionals.html.
  • 51.Viceconte G., Petrosillo N. COVID-19 R0: Magic Number or Conundrum? Infect. Dis. Rep. 2020;12:1–2. doi: 10.4081/idr.2020.8516. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Heesterbeek J. A Brief History of R0 and a Recipe for its Calculation. Acta Biotheor. 2002;50:189–204. doi: 10.1023/A:1016599411804. [DOI] [PubMed] [Google Scholar]
  • 53.Dietz K. The estimation of the basic reproduction number for infectious diseases. Stat. Methods Med. Res. 1993;2:23–41. doi: 10.1177/096228029300200103. [DOI] [PubMed] [Google Scholar]
  • 54.Fine P.E.M. Herd Immunity: History, Theory, Practice. Epidemiol. Rev. 1993;15:265–302. doi: 10.1093/oxfordjournals.epirev.a036121. [DOI] [PubMed] [Google Scholar]
  • 55.Diekmann O., Heesterbeek J.A.P., Metz J.A.J. On the definition and the computation of the basic reproduction ratio R 0 in models for infectious diseases in heterogeneous populations. J. Math. Biol. 1990;28:365–382. doi: 10.1007/BF00178324. [DOI] [PubMed] [Google Scholar]
  • 56.Delamater P.L., Street E.J., Leslie T.F., Yang Y.T., Jacobsen K.H. Complexity of the Basic Reproduction Number (R0) Emerg. Infect. Dis. 2019;25:1–4. doi: 10.3201/eid2501.171901. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Bates V. What Is R0? Gauging Contagious Infections. 2020. [(accessed on 26 January 2021)]. Available online: https://www.healthline.com/health/r-nought-reproduction-number.
  • 58.Dropkin G. COVID-19 UK Lockdown Forecasts and R0. Front. Public Health. 2020;8:256. doi: 10.3389/fpubh.2020.00256. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Samui P., Mondal J., Khajanchi S. A mathematical model for COVID-19 transmission dynamics with a case study of India. Chaos Solitons Fractals. 2020;140:110173. doi: 10.1016/j.chaos.2020.110173. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Temime L., Gustin M.-P., Duval A., Buetti N., Crépey P., Guillemot D., Thiébaut R., Vanhems P., Zahar J.-R., Smith D.R.M., et al. A Conceptual Discussion about the Basic Reproduction Number of Severe Acute Respiratory Syndrome Coronavirus 2 in Healthcare Settings. Clin. Infect. Dis. 2020;72:141–143. doi: 10.1093/cid/ciaa682. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Wei Y.Y., Guan J.X., Zhao Y., Shen S.P., Chen F. Inference of start time of resurgent COVID-19 epidemic in Beijing with SEIR dynamics model and evaluation of control measure effect. Zhonghua Liu Xing Bing Xue Za Zhi. 2020;41:1772–1776. doi: 10.3760/cma.j.cn112338-20200706-00927. [DOI] [PubMed] [Google Scholar]
  • 62.Khan I.M., Haque U., Zhang W., Zafar S., Wang Y., He J., Sun H., Lubinda J., Rahman M.S. COVID-19 in China: Risk Factors and R0 Revisited. Acta Trop. 2020;213:105731. doi: 10.1016/j.actatropica.2020.105731. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.COVID-19—A Global Pandemic. WHO; Geneva, Switzerland: 2020. [(accessed on 27 January 2021)]. Available online: who.int. [Google Scholar]
  • 64.Zhao S., Lin Q., Ran J., Musa S.S., Yang G., Wang W., Lou Y., Gao D., Yang L., He D., et al. Preliminary estimation of the basic reproduction number of novel coronavirus (2019-nCoV) in China, from 2019 to 2020: A data-driven analysis in the early phase of the outbreak. Int. J. Infect. Dis. 2020;92:214–217. doi: 10.1016/j.ijid.2020.01.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Prem K., Liu Y., Russell T.W., Kucharski A.J., Eggo R.M., Davies N., Jit M., Klepac P., Flasche S., Clifford S., et al. The effect of control strategies to reduce social mixing on outcomes of the COVID-19 epidemic in Wuhan, China: A modelling study. Lancet Public Health. 2020;5:e261–e270. doi: 10.1016/S2468-2667(20)30073-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Furukawa N.W., Brooks J.T., Sobel J. Evidence Supporting Transmission of Severe Acute Respiratory Syndrome Coronavirus 2 While Presymptomatic or Asymptomatic. Emerg. Infect. Dis. 2020;26:e201595. doi: 10.3201/eid2607.201595. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Du Z., Xu X., Wu Y., Wang L., Cowling B.J., Meyers L.A. Serial Interval of COVID-19 among Publicly Reported Confirmed Cases. Emerg. Infect. Dis. 2020;26:1341–1343. doi: 10.3201/eid2606.200357. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Ferretti L., Wymant C., Kendall M., Zhao L., Nurtay A., Abeler-Dörner L., Parker M., Bonsall D., Fraser C. Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing. Science. 2020;368:eabb6936. doi: 10.1126/science.abb6936. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Savvides C., Siegel R. Asymptomatic and presymptomatic transmission of SARS-CoV-2: A systematic review. medRxiv. 2020;2 doi: 10.1101/2020.06.11.20129072. preprint. [DOI] [Google Scholar]
  • 70.Susswein Z., Bansal S. Characterizing superspreading of SARS-CoV-2: From mechanism to measurement. medRxiv. 2020 preprint. [Google Scholar]
  • 71.Tillett R.L., Sevinsky J.R., Hartley P.D., Kerwin H., Crawford N., Gorzalski A., Laverdure C., Verma S.C., Rossetto C.C., Jackson D. Genomic evidence for reinfection with SARS-CoV-2: A case study. Lancet Infect Dis. 2020;21:52–58. doi: 10.1016/S1473-3099(20)30764-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Vrieze J.D. More People Are Getting COVID-19 Twice, Suggesting Immunity Wanes Quickly in Some. [(accessed on 16 March 2021)]. Available online: https://www.sciencemag.org/news/2020/11/more-people-are-getting-covid-19-twice-suggesting-immunity-wanes-quickly-some.
  • 73.Gaebler C., Wang Z., Lorenzi J.C.C., Muecksch F., Finkin S., Tokuyama M., Cho A., Jankovic M., Schaefer-Babajew D., Oliveira T.Y., et al. Evolution of antibody immunity to SARS-CoV-2. Nature. 2021;383:1544–1555. doi: 10.1038/s41586-021-03207-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Almeida J.D., Berry D.M., Cunningham C.H., Hamre D., Hofstad M.S., Mallucci L., McIntosh K., Tyrrell D.A.J. Virology: Coronaviruses. Nature. 1968;220:5650. [Google Scholar]
  • 75.Coronavirinae ViralZone. [(accessed on 16 March 2021)]. Available online: https://en.wikipedia.org/wiki/Coronaviridae.
  • 76.Fan Y., Zhao K., Shi Z.-L., Zhou P. Bat Coronaviruses in China. Viruses. 2019;11:210. doi: 10.3390/v11030210. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Lai M.M., Cavanagh D. The Molecular Biology of Coronaviruses. Adv. Virus Res. 1997;48:193–292. doi: 10.1016/s0065-3527(08)60286-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Bárcena M., Oostergetel G.T., Bartelink W., Faas F.G.A., Verkleij A., Rottier P.J.M., Koster A.J., Bosch B.J. Cryo-electron tomography of mouse hepatitis virus: Insights into the structure of the coronavirion. Proc. Natl. Acad. Sci. USA. 2009;106:582–587. doi: 10.1073/pnas.0805270106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Glaunsinger B. Coronaviruses 101: Focus on Molecular Virology. 2020. [(accessed on 29 January 2021)]. Available online: youtube.com.
  • 80.Zhou P., Yang X.-L., Wang X.-G., Hu B., Zhang L., Zhang W., Si H.-R., Zhu Y., Li B., Huang C.-L., et al. A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature. 2020;579:270–273. doi: 10.1038/s41586-020-2012-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Hoffmann M., Kleine-Webe H., Krüger N., Müller M., Drosten C., Pöhlmann S. The novel coronavirus 2019 (2019-nCoV) uses the SARS-coronavirus receptor ACE2 and the cellular protease TMPRSS2 for entry into target cells. bioRxiv. 2020 doi: 10.1101/2020.1101.1131.929042. preprint. [DOI] [Google Scholar]
  • 82.Tai W., He L., Zhang X., Pu J., Voronin D., Jiang S., Zhou Y., Du L. Characterization of the receptor-binding domain (RBD) of 2019 novel coronavirus: Implication for development of RBD protein as a viral attachment inhibitor and vaccine. Cell. Mol. Immunol. 2020;17:613–620. doi: 10.1038/s41423-020-0400-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Walls A.C., Park Y.-J., TortoricI M.A., Wall A., McGuire A.T., Veesler D. Structure, Function, and Antigenicity of the SARS-CoV-2 Spike Glycoprotein. Cell. 2020;180:281–292. doi: 10.1016/j.cell.2020.02.058. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Chan J.F.-W., Yuan S., Kok K.-H., To K.K.-W., Chu H., Yang J., Xing F., Liu J., Yip C.C.-Y., Poon R.W.-S., et al. A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: A study of a family cluster. Lancet. 2020;395:514–523. doi: 10.1016/S0140-6736(20)30154-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Wrapp D., Wang N., Corbett K.S., Goldsmith J.A., Hsieh C.-L., Abiona O., Graham B.S., McLellan J.S. Cryo-EM structure of the 2019-nCoV spike in the prefusion conformation. Science. 2020;367:1260–1263. doi: 10.1126/science.abb2507. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Lan J., Ge J., Yu J., Shan S., Zhou H., Fan S., Zhang Q., Shi X., Wang Q., Zhang L., et al. Structure of the SARS-CoV-2 spike receptor-binding domain bound to the ACE2 receptor. Nature. 2020;581:215–220. doi: 10.1038/s41586-020-2180-5. [DOI] [PubMed] [Google Scholar]
  • 87.Cantuti-Castelvetri L., Ojha R., Pedro L.D., Djannatian M., Franz J., Kuivanen S., Van Der Meer F., Kallio K., Kaya T., Anastasina M., et al. Neuropilin-1 facilitates SARS-CoV-2 cell entry and infectivity. Science. 2020;370:856–860. doi: 10.1126/science.abd2985. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Daly J.L., Simonetti B., Klein K., Chen K.-E., Williamson M.K., Antón-Plágaro C., Shoemark D.K., Simón-Gracia L., Bauer M., Hollandi R., et al. Neuropilin-1 is a host factor for SARS-CoV-2 infection. Science. 2020;370:861–865. doi: 10.1126/science.abd3072. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Wang S., Qiu Z., Hou Y., Deng X., Xu W., Zheng T., Wu P., Xie S., Bian W., Zhang C., et al. AXL is a candidate receptor for SARS-CoV-2 that promotes infection of pulmonary and bronchial epithelial cells. Cell Res. 2021;31:126–140. doi: 10.1038/s41422-020-00460-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Bohan D., Ert H.V., Ruggio N., Rogers K.J., Badreddine M., Aguilar Briseno J.A., Rojas Chavez R.A., Gao B., Stokowy T., Christakou E., et al. Phosphatidylserine Receptors Enhance SARS-CoV-2 Infection: AXL as a Therapeutic Target for COVID-19. bioRxiv. 2021 doi: 10.1101/2021.06.15.448419. preprint. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Astuti I. Ysrafil Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): An overview of viral structure and host response. Diabetes Metab. Syndr. Clin. Res. Rev. 2020;14:407–412. doi: 10.1016/j.dsx.2020.04.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Gui M., Song W., Zhou H., Xu J., Chen S., Xiang Y., Wang X. Cryo-electron microscopy structures of the SARS-CoV spike glycoprotein reveal a prerequisite conformational state for receptor binding. Cell Res. 2016;27:119–129. doi: 10.1038/cr.2016.152. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 93.Song W., Gui M., Wang X., Xiang Y. Cryo-EM structure of the SARS coronavirus spike glycoprotein in complex with its host cell receptor ACE2. PLoS Pathog. 2018;14:e1007236. doi: 10.1371/journal.ppat.1007236. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Kirchdoerfer R.N., Wang N., Pallesen J., Wrapp D., Turner H.L., Cottrell C.A., Corbett K.S., Graham B.S., McLellan J.S., Ward A.B. Stabilized coronavirus spikes are resistant to conformational changes induced by receptor recognition or proteolysis. Sci. Rep. 2018;8:1–11. doi: 10.1038/s41598-018-34171-7. Corrected in 2018, 8, 1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95.Bosch B.J., Van der Zee R., De Haan C.A., Rottier P.J.M. The Coronavirus Spike Protein Is a Class I Virus Fusion Protein: Structural and Functional Characterization of the Fusion Core Complex. J. Virol. 2003;77:8801–8811. doi: 10.1128/JVI.77.16.8801-8811.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Rathore J.S., Ghosh C. Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), a newly emerged pathogen: An overview. Pathog. Dis. 2020;78:ftaa042. doi: 10.1093/femspd/ftaa042. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Lu R., Zhao X., Li J., Niu P., Yang B., Wu H., Wang W., Song H., Huang B., Zhu N., et al. Genomic characterisation and epidemiology of 2019 novel coronavirus: Implications for virus origins and receptor binding. Lancet. 2020;395:565–574. doi: 10.1016/S0140-6736(20)30251-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98.Wan Y., Shang J., Graham R., Baric R.S., Li F. Receptor Recognition by the Novel Coronavirus from Wuhan: An Analysis Based on Decade-Long Structural Studies of SARS Coronavirus. J. Virol. 2020;94:00127-20. doi: 10.1128/JVI.00127-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 99.Atlas T.H.P. ACE2. [(accessed on 19 February 2021)]. Available online: proteinatlas.org.
  • 100.Rabi F.A., Al Zoubi M.S., Kasasbeh G.A., Salameh D.M., Al-Nasser A.D. SARS-CoV-2 and Coronavirus Disease 2019: What We Know So Far. Pathogens. 2020;9:231. doi: 10.3390/pathogens9030231. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Glowacka I., Bertram S., Müller M.A., Allen P.D., Soilleux E.J., Pfefferle S., Steffen I., Tsegaye T.S., He Y., Gnirss K., et al. Evidence that TMPRSS2 Activates the Severe Acute Respiratory Syndrome Coronavirus Spike Protein for Membrane Fusion and Reduces Viral Control by the Humoral Immune Response. J. Virol. 2011;85:4122–4134. doi: 10.1128/JVI.02232-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Andersen K.G., Rambaut A., Lipkin W.I., Holmes E.C., Garry R.F. The proximal origin of SARS-CoV-2. Nat. Med. 2020;26:450–452. doi: 10.1038/s41591-020-0820-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 103.Hoffmann M., Kleine-Weber H., Pöhlmann S. A Multibasic Cleavage Site in the Spike Protein of SARS-CoV-2 Is Essential for Infection of Human Lung Cells. Mol. Cell. 2020;78:779–784.e5. doi: 10.1016/j.molcel.2020.04.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104.Tortorici M.A., Veesler D. Structural insights into coronavirus entry. Adv. Virus Res. 2019;105:93–116. doi: 10.1016/bs.aivir.2019.08.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Centers of Disease Control and Prevention Genomic Surveillance for SARS-CoV-2. [(accessed on 22 February 2021)]; Available online: https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance.html.
  • 106.Korber B., Fischer W.M., Gnanakaran S., Yoon H., Theiler J., Abfalterer W., Hengartner N., Giorgi E.E., Bhattacharya T., Foley B., et al. Tracking Changes in SARS-CoV-2 Spike: Evidence that D614G Increases Infectivity of the COVID-19 Virus. Cell. 2020;182:812–827.e19. doi: 10.1016/j.cell.2020.06.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107.Volz E., Hill V., McCrone J.T., Price A., Jorgensen D., O’Toole A., Southgate J., Johnson R., Jackson B., Nascimento F.F., et al. Evaluating the Effects of SARS-CoV-2 Spike Mutation D614G on Transmissibility and Pathogenicity. Cell. 2021;184:64–75.e11. doi: 10.1016/j.cell.2020.11.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Lauring A.S., Hodcroft E.B. Genetic Variants of SARS-CoV-2—What Do They Mean? JAMA. 2021;325:529–531. doi: 10.1001/jama.2020.27124. [DOI] [PubMed] [Google Scholar]
  • 109.Pachetti M., Marini B., Benedetti F., Giudici F., Mauro E., Storici P., Masciovecchio C., Angeletti S., Ciccozzi M., Gallo R.C., et al. Emerging SARS-CoV-2 mutation hot spots include a novel RNA-dependent-RNA polymerase variant. J. Transl. Med. 2020;18:1–9. doi: 10.1186/s12967-020-02344-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110.SARS-CoV-2 Mink-Associated Variant Strain—Denmark. [(accessed on 24 February 2021)]. Available online: https://www.who.int/csr/don/06-november-2020-mink-associated-sars-cov2-denmark/en/
  • 111.ECDC Detection of New SARS-CoV-2 Variants Related to Mink. [(accessed on 24 February 2021)]. Available online: https://www.ecdc.europa.eu/sites/default/files/documents/RRA-SARS-CoV-2-in-mink-12-nov-2020.pdf.
  • 112.Rambaut A., Loman N., Pybus O., Barclay W., Barrett J., Carabelli A., Connor T., Peacock T., Robertson D.L., Volz E., et al. Preliminary Genomic Characterisation of an Emergent SARS-CoV-2 LINEAGE in the UK Defined by a Novel Set of Spike Mutations. [(accessed on 24 February 2021)]. Available online: https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563.
  • 113.Starr T.N., Greaney A.J., Hilton S.K., Ellis D., Crawford K.H.D., Dingens A.S., Navarro M.J., Bowen J.E., Tortorici M.A., Walls A.C., et al. Deep Mutational Scanning of SARS-CoV-2 Receptor Binding Domain Reveals Constraints on Folding and ACE2 Binding. Cell. 2020;182:1295–1310.e20. doi: 10.1016/j.cell.2020.08.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Gu H., Chen Q., Yang G., He L., Fan H., Deng Y.-Q., Wang Y., Teng Y., Zhao Z., Cui Y., et al. Adaptation of SARS-CoV-2 in BALB/c mice for testing vaccine efficacy. Science. 2020;369:1603–1607. doi: 10.1126/science.abc4730. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 115.Tegally H., Wilkinson E., Giovanetti M., Iranzadeh A., Fonseca V., Giandhari J., Doolabh D., Pillay S., San E.J., Msomi N., et al. Emergence and rapid spread of a new severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) lineage with multiple spike mutations in South Africa. medRxiv. 2020 doi: 10.1101/2020.12.21.20248640. [DOI] [Google Scholar]
  • 116.Leung K., Shum M.H., Leung G.M., Lam T.T., Wu J.T. Early transmissibility assessment of the N501Y mutant strains of SARS-CoV-2 in the United Kingdom, October to November 2020. Eurosurveillance. 2021;26:2002106. doi: 10.2807/1560-7917.ES.2020.26.1.2002106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 117.Alam I., Radovanovic A., Incitti R., Kamau A.A., Alarawi M., Azhar E.I., Gojobori T. CovMT: An interactive SARS-CoV-2 mutation tracker, with a focus on critical variants. Lancet Infect. Dis. 2021;21:602. doi: 10.1016/S1473-3099(21)00078-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 118.Computational Bioscience Research Center at the King Abdullah University of Science and Technology COVID-19 Virus Mutation Tracker. [(accessed on 7 July 2021)]. Available online: https://www.cbrc.kaust.edu.sa/covmt/index.php?p=home.
  • 119.Cao X. COVID-19: Immunopathology and its implications for therapy. Nat. Rev. Immunol. 2020;20:269–270. doi: 10.1038/s41577-020-0308-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 120.Xu Z., Shi L., Wang Y., Zhang J., Huang L., Zhang C., Liu S., Zhao P., Liu H., Zhu L., et al. Pathological findings of COVID-19 associated with acute respiratory distress syndrome. Lancet Respir. Med. 2020;8:420–422. doi: 10.1016/S2213-2600(20)30076-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 121.Williams R. Immune Biomarkers Tied to Severe COVID-19: Study. [(accessed on 7 July 2021)]. Available online: https://www.the-scientist.com/news-opinion/immune-biomarkers-tied-to-severe-covid-19-study-67843.
  • 122.What You Need to Know about Infectious Disease. The National Academies Press; Washington, DC, USA: 2011. [PubMed] [Google Scholar]
  • 123.Luster A.D., Unkeless J.C., Ravetch J.V. γ-Interferon transcriptionally regulates an early-response gene containing homology to platelet proteins. Nature. 1985;315:672–676. doi: 10.1038/315672a0. [DOI] [PubMed] [Google Scholar]
  • 124.Kheradmand F., Corry D.B. Encyclopedia of Respiratory Medicine. Academic Press; Houston, TX, USA: 2006. CHEMOKINES, CXC|CXCL10 (IP-10) pp. 402–407. [Google Scholar]
  • 125.Channappanavar R., Fehr A.R., Vijay R., Mack M., Zhao J., Meyerholz D.K., Perlman S. Dysregulated Type I Interferon and Inflammatory Monocyte-Macrophage Responses Cause Lethal Pneumonia in SARS-CoV-Infected Mice. Cell Host Microbe. 2016;19:181–193. doi: 10.1016/j.chom.2016.01.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 126.Channappanavar R., Fehr A.R., Zheng J., Wohlford-Lenane C., Abrahante J.E., Mack M., Sompallae R., McCray P.B., Meyerholz D.K., Perlman S. IFN-I response timing relative to virus replication determines MERS coronavirus infection outcomes. J. Clin. Investig. 2019;129:3625–3639. doi: 10.1172/JCI126363. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 127.Huang K.-J., Su I.-J., Theron M., Wu Y.-C., Lai S.-K., Liu C.-C., Lei H.-Y. An Interferon-g-Related Cytokine Storm in SARS Patients. J. Med. Virol. 2005;75:185–194. doi: 10.1002/jmv.20255. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 128.Shin H.-S., Kim Y., Kim G., Lee J.Y., Jeong I., Joh J.-S., Kim H., Chang E., Sim S.Y., Park J.-S., et al. Immune Responses to Middle East Respiratory Syndrome Coronavirus During the Acute and Convalescent Phases of Human Infection. Clin. Infect. Dis. 2018;68:984–992. doi: 10.1093/cid/ciy595. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 129.Wong C.K., Lam C.W.K., Wu A.K.L., Ip W.K., Lee N., Chan I.H.S., Lit L.C.W., Hui D., Chan M.H.M., Chung S.S.C., et al. Plasma inflammatory cytokines and chemokines in severe acute respiratory syndrome. Clin. Exp. Immunol. 2004;136:95–103. doi: 10.1111/j.1365-2249.2004.02415.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 130.NCBI IL7 Interleukin 7 [Homo Sapiens (Human)] [(accessed on 27 January 2021)]; Available online: https://www.ncbi.nlm.nih.gov/gene?Db=gene&Cmd=ShowDetailView&TermToSearch=3574.
  • 131.NCBI CCL3 C-C Motif Chemokine Ligand 3 [Homo Sapiens (Human)] [(accessed on 27 January 2021)]; Available online: https://www.ncbi.nlm.nih.gov/gene/6348.
  • 132.Wadman J.C.-F.E., Kaiser J., Matacic C. How Does Coronavirus Kill? Clinicians Trace a Ferocious Rampage Through the Body, from Brain to Toes. [(accessed on 28 January 2021)]. Available online: https://www.sciencemag.org/news/2020/04/how-does-coronavirus-kill-clinicians-trace-ferocious-rampage-through-body-brain-toes.
  • 133.Laing A.G., Lorenc A., Barrio I.D.M.D., Das A., Fish M., Monin L., Muñoz-Ruiz M., McKenzie D.R., Hayday T., Francos-Quijorna I., et al. A dynamic COVID-19 immune signature includes associations with poor prognosis. Nat. Med. 2020;26:1623–1635. doi: 10.1038/s41591-020-1038-6. [DOI] [PubMed] [Google Scholar]
  • 134.Shen C., Wang Z., Zhao F., Yang Y., Li J., Yuan J., Wang F., Li D., Yang M., Xing L., et al. Treatment of 5 Critically Ill Patients With COVID-19 With Convalescent Plasma. JAMA. 2020;323:1582. doi: 10.1001/jama.2020.4783. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 135.Huang S., Shen C., Xia C., Huang X., Fu Y., Tian L. A Retrospective Study on the Effects of Convalescent Plasma Therapy in 24 Patients Diagnosed with COVID-19 Pneumonia in February and March 2020 at 2 Centers in Wuhan, China. Med. Sci. Monit. 2020;27:e928755. doi: 10.12659/MSM.928755. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 136.Abani O., Abbas A., Abbas F., Abbas M., Abbasi S., Abbass H., Abbott A., Abdallah N., Abdelaziz A., Abdelfattah M., et al. Convalescent plasma in patients admitted to hospital with COVID-19 (RECOVERY): A randomised controlled, open-label, platform trial. Lancet. 2021;397:2049–2059. doi: 10.1016/S0140-6736(21)00897-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 137.ClinicalTrials.gov Views of COVID-19 Studies Listed on ClinicalTrials.gov (Beta) [(accessed on 28 January 2021)]; Available online: https://clinicaltrials.gov/ct2/covid_view.
  • 138.ClinicalTrials.gov COVID-19 Studies from the World Health Organization Database. [(accessed on 28 January 2021)]; Available online: https://clinicaltrials.gov/ct2/who_table.
  • 139.Beigel J.H., Tomashek K.M., Dodd L.E., Mehta A.K., Zingman B.S., Kalil A.C., Hohmann E., Chu H.Y., Luetkemeyer A., Kline S., et al. Remdesivir for the Treatment of Covid-19—Final Report. N. Engl. J. Med. 2020;383:1813–1836. doi: 10.1056/NEJMoa2007764. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 140.Hojyo S., Uchida M., Tanaka K., Hasebe R., Tanaka Y., Murakami M., Hirano T. How COVID-19 induces cytokine storm with high mortality. Inflamm. Regen. 2020;40:1–7. doi: 10.1186/s41232-020-00146-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 141.Sanchez G.A.M., Reinhardt A., Ramsey S., Wittkowski H., Hashkes P.J., Berkun Y. JAK1/2 inhibition with baricitinib in the treatment of autoinflammatory interferonopathies. J. Clin. Investig. 2018;128:3041–3052. doi: 10.1172/JCI98814. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 142.Coronavirus (COVID-19) Update: FDA Authorizes Drug Combination for Treatment of COVID-19. [(accessed on 7 July 2021)]; Available online: https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-drug-combination-treatment-covid-19.
  • 143.Kalil A.C., Patterson T.F., Mehta A.K., Tomashek K.M., Wolfe C.R., Ghazaryan V., Marconi V.C., Ruiz-Palacios G.M., Hsieh L., Kline S., et al. Baricitinib plus Remdesivir for Hospitalized Adults with Covid-19. N. Engl. J. Med. 2021;384:795–807. doi: 10.1056/NEJMoa2031994. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 144.Report of the WHO-China Joint Mission on Coronavirus Disease 2019 (COVID-19) [(accessed on 28 January 2021)]. Available online: https://www.who.int/publications/i/item/report-of-the-who-china-joint-mission-on-coronavirus-disease-2019-(covid-19)
  • 145.Ball P. The lightning-fast quest for COVID vaccines—and what it means for other diseases. Nature. 2020;589:16–18. doi: 10.1038/d41586-020-03626-1. [DOI] [PubMed] [Google Scholar]
  • 146.Van Riel D., De Wit E. Next-generation vaccine platforms for COVID-19. Nat. Mater. 2020;19:810–812. doi: 10.1038/s41563-020-0746-0. [DOI] [PubMed] [Google Scholar]
  • 147.WHO . Status of COVID-19 Vaccines within WHO EUL/PQ Evaluation Process. WHO; Geneva, Switzerland: 2021. [Google Scholar]
  • 148.Silveira M.M., Moreira G.M.S.G., Mendonça M. DNA vaccines against COVID-19: Perspectives and challenges. Life Sci. 2020;267:118919. doi: 10.1016/j.lfs.2020.118919. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 149.Marzi A., Ebihara H., Callison J., Groseth A., Williams K.J., Geisbert T.W., Feldmann H. Vesicular Stomatitis Virus–Based Ebola Vaccines With Improved Cross-Protective Efficacy. J. Infect. Dis. 2011;204:S1066–S1074. doi: 10.1093/infdis/jir348. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 150.Suder E., Furuyama W., Feldmann H., Marzi A., De Wit E. The vesicular stomatitis virus-based Ebola virus vaccine: From concept to clinical trials. Hum. Vaccines Immunother. 2018;14:2107–2113. doi: 10.1080/21645515.2018.1473698. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 151.Draft Landscape and Tracker of COVID-19 Candidate Vaccines. WHO; Geneva, Switzerland: 2021. [Google Scholar]
  • 152.Malone R.W., Felgner P.L., Verma I.M. Cationic liposome-mediated RNA transfection. Proc. Natl. Acad. Sci. USA. 1989;86:6077–6081. doi: 10.1073/pnas.86.16.6077. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 153.Verbeke R., Lentacker I., De Smedt S.C., Dewitte H. Three decades of messenger RNA vaccine development. Nano Today. 2019;28:100766. doi: 10.1016/j.nantod.2019.100766. [DOI] [Google Scholar]
  • 154.Shih H.-I., Wu C.-J., Tu Y.-F., Chi C.-Y. Fighting COVID-19: A quick review of diagnoses, therapies, and vaccines. Biomed. J. 2020;43:341–354. doi: 10.1016/j.bj.2020.05.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 155.U.S. Food and Drug Administration Moderna COVID-19 Vaccine. [(accessed on 15 February 2021)]; Available online: https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/moderna-covid-19-vaccine.
  • 156.U.S. Food and Drug Administration Pfizer-BioNTech COVID-19 Vaccine. [(accessed on 15 February 2021)]; Available online: https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/pfizer-biontech-covid-19-vaccine.
  • 157.Sahin U., Muik A., Vogler I., Derhovanessian E., Kranz L.M., Vormehr M., Quandt J., Bidmon N., Ulges A., Baum A., et al. BNT162b2 induces SARS-CoV-2-neutralising antibodies and T cells in humans. medRxiv. 2020 doi: 10.1101/2020.12.09.20245175. preprint. [DOI] [Google Scholar]
  • 158.Walsh E.E., Frenck R.W., Falsey A.R., Kitchin N., Absalon J., Gurtman A., Lockhart S., Neuzil K., Mulligan M.J., Bailey R., et al. Safety and Immunogenicity of Two RNA-Based Covid-19 Vaccine Candidates. N. Engl. J. Med. 2020;383:2439–2450. doi: 10.1056/NEJMoa2027906. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 159.Polack F.P., Thomas S.J., Kitchin N., Absalon J., Gurtman A., Lockhart S., Perez J.L., Marc G.P., Moreira E.D., Zerbini C., et al. Safety and Efficacy of the BNT162b2 mRNA Covid-19 Vaccine. N. Engl. J. Med. 2020;383:2603–2615. doi: 10.1056/NEJMoa2034577. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 160.Pfizer Pfizer and BioNTech Announce Publication of Results from Landmark Phase 3 Trial of BNT162b2 COVID-19 Vaccine Candidate in The New England Journal of Medicine. [(accessed on 15 February 2021)]. Available online: https://www.pfizer.com/news/press-release/press-release-detail/pfizer-and-biontech-announce-publication-results-landmark.
  • 161.Moderna Moderna’s COVID-19 Vaccine Candidate Meets Its Primary Efficacy Endpoint in the First Interim Analysis of the Phase 3 COVE Study. [(accessed on 15 February 2021)]. Available online: https://investors.modernatx.com/news-releases/news-release-details/modernas-covid-19-vaccine-candidate-meets-its-primary-efficacy.
  • 162.Corbett K.S., Edwards D., Leist S.R., Abiona O.M., Boyoglu-Barnum S., Gillespie R.A., Himansu S., Schafer A., Ziwawo C.T., DiPiazza A.T., et al. SARS-CoV-2 mRNA Vaccine Development Enabled by Prototype Pathogen Preparedness. bioRxiv. 2020 doi: 10.1101/2020.06.11.145920. preprint. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 163.Corbett K.S., Flynn B., Foulds K.E., Francica J.R., Boyoglu-Barnum S., Werner A.P., Flach B., O’Connell S., Bock K.W., Minai M., et al. Evaluation of the mRNA-1273 Vaccine against SARS-CoV-2 in Nonhuman Primates. N. Engl. J. Med. 2020;383:1544–1555. doi: 10.1056/NEJMoa2024671. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 164.Baden L.R., El Sahly H.M., Essink B., Kotloff K., Frey S., Novak R., Diemert D., Spector S.A., Rouphael N., Creech C.B., et al. Efficacy and Safety of the mRNA-1273 SARS-CoV-2 Vaccine. N. Engl. J. Med. 2021;384:403–416. doi: 10.1056/NEJMoa2035389. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 165.Voysey M., Clemens S.A.C., Madhi S.A., Weckx L.Y., Folegatti P.M., Aley P.K., Angus B., Baillie V.L., Barnabas S.L., Bhorat Q.E., et al. Safety and efficacy of the ChAdOx1 nCoV-19 vaccine (AZD1222) against SARS-CoV-2: An interim analysis of four randomised controlled trials in Brazil, South Africa, and the UK. Lancet. 2020;397:99–111. doi: 10.1016/S0140-6736(20)32661-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 166.Van Doremalen N., Lambe T., Spencer A., Belij-Rammerstorfer S., Purushotham J.N., Port J.R., Avanzato V.A., Bushmaker T., Flaxman A., Ulaszewska M., et al. ChAdOx1 nCoV-19 vaccine prevents SARS-CoV-2 pneumonia in rhesus macaques. Nature. 2020;586:1–8. doi: 10.1038/s41586-020-2608-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 167.Van Doremalen N., Haddock E., Feldmann F., Meade-White K., Bushmaker T., Fischer R.J., Okumura A., Hanley P.W., Saturday G., Edwards N.J., et al. A single dose of ChAdOx1 MERS provides protective immunity in rhesus macaques. Sci. Adv. 2020;6:eaba8399. doi: 10.1126/sciadv.aba8399. Corrected in 2021, 590, E24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 168.Knoll M.D., Wonodi C. Oxford–AstraZeneca COVID-19 vaccine efficacy. Lancet. 2020;397:72–74. doi: 10.1016/S0140-6736(20)32623-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 169.Fulker J. New Collaboration Makes further 100 Million Doses of COVID-19 Vaccine Available to Low- and Middle-Income Countries. [(accessed on 15 February 2021)]. Available online: https://www.gavi.org/news/media-room/new-collaboration-makes-further-100-million-doses-covid-19-vaccine-available-low#:~:text=Through%20the%20avid%20support%20of,Serum%20Institute%20of%20India%20%E2%80%9CAt.
  • 170.International A. COVID-19: Oxford/AstraZeneca Vaccine a Boost for Global Access, But Huge Inequality Remains. [(accessed on 15 February 2021)]. Available online: https://www.amnesty.org/en/latest/news/2020/11/oxford-astrazeneca-vaccine-a-boost-for-global-access-but-huge-inequality-remains/
  • 171.Inquiries W.M. WHO Lists Two Additional COVID-19 Vaccines for Emergency Use and COVAX Roll-Out. [(accessed on 17 March 2021)]. Available online: https://www.who.int/news/item/15-02-2021-who-lists-two-additional-covid-19-vaccines-for-emergency-use-and-covax-roll-out.
  • 172.AstraZeneca Update on the Safety of COVID-19 Vaccine AstraZeneca. [(accessed on 17 March 2021)]. Available online: https://www.astrazeneca.com/media-centre/press-releases/2021/update-on-the-safety-of-covid-19-vaccine-astrazeneca.html.
  • 173.WHO WHO Statement on AstraZeneca COVID-19 Vaccine Safety Signals. [(accessed on 17 March 2021)]. Available online: https://www.who.int/news/item/17-03-2021-who-statement-on-astrazeneca-covid-19-vaccine-safety-signals.
  • 174.Katz M.H. How to Advise Persons Who Are Antibody Positive for SARS-CoV-2 about Future Infection Risk. JAMA Intern. Med. 2021;181:679. doi: 10.1001/jamainternmed.2021.0374. [DOI] [PubMed] [Google Scholar]
  • 175.Doshi P. Covid-19 vaccines: In the rush for regulatory approval, do we need more data? BMJ. 2021;373:n1244. doi: 10.1136/bmj.n1244. [DOI] [PubMed] [Google Scholar]
  • 176.Doshi P. Covid-19 vaccine trial protocols released. BMJ. 2020;371:m4058. doi: 10.1136/bmj.m4058. [DOI] [PubMed] [Google Scholar]
  • 177.Doshi P. Will covid-19 vaccines save lives? Current trials aren’t designed to tell us. BMJ. 2020;371:m4037. doi: 10.1136/bmj.m4037. [DOI] [PubMed] [Google Scholar]
  • 178.Brown C.M., Vostok J., Johnson H., Burns M., Gharpure R., Sami S., Sabo R.T., Hall N., Foreman A., Schubert P.L., et al. Outbreak of SARS-CoV-2 Infections, Including COVID-19 Vaccine Breakthrough Infections, Associated with Large Public Gatherings—Barnstable County, Massachusetts, July 2021. MMWR Morb Mortal Wkly Rep. 2021;70:1059–1062. doi: 10.15585/mmwr.mm7031e2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 179.Thangaraj J.W.V., Yadav P., Kumar C.G., Shete A., Nyayanit D.A., Rani D.S., Kumar A., Kumar M.S., Sabarinathan R., Saravana Kumar V. Predominance of Delta variant among the COVID-19 vaccinated and unvaccinated individuals, India, May 2021. J. Infect. 2021 doi: 10.1016/j.jinf.2021.08.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 180.Centers of Disease Control and Prevention Interim Clinical Considerations for Use of COVID-19 Vaccines Currently Authorized in the United States. [(accessed on 14 August 2021)]; Available online: https://www.cdc.gov/vaccines/covid-19/clinical-considerations/covid-19-vaccines-us.html.
  • 181.University of Alabama at Birmingham, C.C.C. History of Radiation Oncology. [(accessed on 18 January 2021)]. Available online: https://en.wikipedia.org/wiki/History_of_radiation_therapy.
  • 182.Low-Dose Radiation Therapy. [(accessed on 8 January 2021)]; Available online: https://www.cancer.gov/publications/dictionaries/cancer-terms/def/low-dose-radiation-therapy.
  • 183.Hanekamp Y.N., Giordano J., Hanekamp J.C., Khan M.K., Limper M., Venema C.S., Vergunst S.D., Verhoeff J.J.C., Calabrese E.J. Immunomodulation Through Low-Dose Radiation for Severe COVID-19: Lessons From the Past and New Developments. Dose-Response. 2020;18:1559325820956800. doi: 10.1177/1559325820956800. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 184.Arenas M., Sabater S., Hernández V., Rovirosa A., Lara P., Biete A., Panes J. Anti-inflammatory effects of low-dose radiotherapy. Strahlenther. Onkol. 2012;188:975–981. doi: 10.1007/s00066-012-0170-8. [DOI] [PubMed] [Google Scholar]
  • 185.Musser J., Edsall D. A study of metabolism in leukaemia, under the influence of the X-ray. AAP. 1905;20:294–323. [Google Scholar]
  • 186.Heidenhain L., Fried C. Rontgenstrahlen und Entzundung (Roentgen irradiation in inflammation) Klin. Wochenschr. 1924;3:1121–1122. doi: 10.1007/BF01735667. [DOI] [Google Scholar]
  • 187.Metcalfe P.E. Low dose radiation therapy for COVID-19 pneumonia: Brief review of the evidence. Phys. Eng. Sci. Med. 2020;43:763. doi: 10.1007/s13246-020-00915-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 188.Powell E. Radiation therapy of lobar pneumonia. Tex. State J. Med. 1936;32:237–240. [Google Scholar]
  • 189.Scott W.R. X-ray Therapy in the Treatment of Acute Pneumonia. Radiology. 1939;33:331–349. doi: 10.1148/33.3.331. [DOI] [Google Scholar]
  • 190.Rousseau J.P., Johnson W.M., Harrell G.T. The Value of Roentgen Therapy in Pneumonia Which Fails to Respond to the Sulfonamides. Radiology. 1942;38:281–289. doi: 10.1148/38.3.281. [DOI] [Google Scholar]
  • 191.Oppenheimer A. Roentgen therapy of “virus” pneumonia. Am. J. Roentgenol. Rad. Ther. 1943;6:635–638. [Google Scholar]
  • 192.Koukourakis M.I. Low-Dose Radiotherapy for Late-Stage COVID-19 Pneumonia? Dose Response. 2020;18 doi: 10.1177/1559325820951357. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 193.Edsall D.L., Pemberton R. The use of the X-rays in unresolved pneumonia. Am. J. Med. Sci. 1907;133:286–296. doi: 10.1097/00000441-190702000-00008. [DOI] [Google Scholar]
  • 194.Quimby A.Q., Quimby W.A. Unresolved pneumonia: Successful treatment by roentgen ray. N. Y. Med. J. 1916;103:681–683. [Google Scholar]
  • 195.Krost G. Unresolved pneumonia in children. Treatment with roentgen ray. Am. J. Dis. Child. 1925;30:57–71. doi: 10.1001/archpedi.1925.01920130063011. [DOI] [Google Scholar]
  • 196.Merritt E.A., McPeak E.M. Roentgen irradiation in unresolved pneumonia. Am. J. Roentgenol. 1930;23:45–48. [Google Scholar]
  • 197.Powell E. Roentgen therapy of lobar pneumonia. J. Am. Med. Assoc. 1938;110:19–22. doi: 10.1001/jama.1938.02790010021004. [DOI] [Google Scholar]
  • 198.Powell E. The treatment of acute pneumonias with roentgen rays. Am. J. Roentgenol. Rad. Ther. 1939;41:404–414. [Google Scholar]
  • 199.Oppenheimer A. Roentgen therapy of interstitial pneumonia. J. Pediatr. 1943;23:534–538. doi: 10.1016/S0022-3476(43)80256-0. [DOI] [Google Scholar]
  • 200.Gibson P.G., Qin L., Puah S.H. COVID-19 acute respiratory distress syndrome (ARDS): Clinical features and differences from typical pre-COVID-19 ARDS. Med. J. Aust. 2020;213:54–56.e1. doi: 10.5694/mja2.50674. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 201.Prasanna P.G., Woloschak G.E., DiCarlo A.L., Buchsbaum J.C., Schaue D., Chakravarti A., Cucinotta F.A., Formenti S.C., Guha C., Hu D.J., et al. Low-Dose Radiation Therapy (LDRT) for COVID-19: Benefits or Risks? Radiat. Res. 2020;194:452–464. doi: 10.1667/RADE-20-00211.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 202.Azzam E.I., Jay-Gerin J.-P., Pain D. Ionizing radiation-induced metabolic oxidative stress and prolonged cell injury. Cancer Lett. 2012;327:48–60. doi: 10.1016/j.canlet.2011.12.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 203.Schaue D., McBride W.H. Flying by the seat of our pants: Is low dose radiation therapy for COVID-19 an option? Int. J. Radiat. Biol. 2020;96:1219–1223. doi: 10.1080/09553002.2020.1767314. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 204.Candas D., Fan M., Nantajit D., Vaughan A.T., Murley J.S., Woloschak G.E., Grdina D.J., Li J.J. CyclinB1/Cdk1 phosphorylates mitochondrial antioxidant MnSOD in cell adaptive response to radiation stress. J. Mol. Cell Biol. 2012;5:166–175. doi: 10.1093/jmcb/mjs062. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 205.Eldridge A., Fan M., Woloschak G., Grdina D.J., Chromy B.A., Li J.J. Manganese superoxide dismutase interacts with a large scale of cellular and mitochondrial proteins in low-dose radiation-induced adaptive radioprotection. Free. Radic. Biol. Med. 2012;53:1838–1847. doi: 10.1016/j.freeradbiomed.2012.08.589. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 206.Grdina D.J., Murley J.S., Miller R.C., Mauceri H.J., Sutton H.G., Thirman M.J., Li J.J., Woloschak G., Weichselbaum R.R. A Manganese Superoxide Dismutase (SOD2)-Mediated Adaptive Response. Radiat. Res. 2013;179:115–124. doi: 10.1667/RR3126.2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 207.Li J.J. Mitigating Coronavirus-Induced Acute Respiratory Distress Syndrome by Radiotherapy. iScience. 2020;23:101215. doi: 10.1016/j.isci.2020.101215. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 208.Kojima S., Ishida H., Takahashi M., Yamaoka K. Elevation of glutathione induced by low-dose gamma rays and its involvement in increased natural killer activity. Radiat. Res. 2002;157:275–280. doi: 10.1667/0033-7587(2002)157[0275:EOGIBL]2.0.CO;2. [DOI] [PubMed] [Google Scholar]
  • 209.De Toledo S.M., Asaad N., Venkatachalam P., Li L., Howell R., Spitz D., Azzam E.I. Adaptive Responses to Low-Dose/Low-Dose-Rate γ Rays in Normal Human Fibroblasts: The Role of Growth Architecture and Oxidative Metabolism. Radiat. Res. 2006;166:849–857. doi: 10.1667/RR0640.1. [DOI] [PubMed] [Google Scholar]
  • 210.Nakatsukasa H., Tsukimoto M., Ohshima Y., Tago F., Masada A., Kojima S. Suppressing Effect of Low-Dose Gamma-Ray Irradiation on Collagen-Induced Arthritis. J. Radiat. Res. 2008;49:381–389. doi: 10.1269/jrr.08002. [DOI] [PubMed] [Google Scholar]
  • 211.Research Result. [(accessed on 20 August 2021)]; Available online: https://www.clinicaltrials.gov/ct2/home.
  • 212.Hess C.B., Buchwald Z.S., Stokes W., Nasti T.H., Switchenko J.M., Weinberg B.D., Steinberg J.P., Godette K.D., Murphy D., Ahmed R., et al. Low-dose whole-lung radiation for COVID-19 pneumonia: Planned day 7 interim analysis of a registered clinical trial. Cancer. 2020;126:5109–5113. doi: 10.1002/cncr.33130. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 213.Partners F.A. Room Air. Medical Dictionary. 2009. [(accessed on 2 March 2021)]. Available online: Medical-dictionary.thefreedictionary.com.
  • 214.Ameri A., Rahnama N., Bozorgmehr R., Mokhtari M., Farahbakhsh M., Nabavi M., Shoaei S.D., Izadi H., Kashi A.S.Y., Dehbaneh H.S., et al. Low-Dose Whole-Lung Irradiation for COVID-19 Pneumonia: Short Course Results. Int. J. Radiat. Oncol. 2020;108:1134–1139. doi: 10.1016/j.ijrobp.2020.07.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 215.Lara P.C., Burgos J., Macias D. Low dose lung radiotherapy for COVID-19 pneumonia. The rationale for a cost-effective anti-inflammatory treatment. Clin. Transl. Radiat. Oncol. 2020;23:27–29. doi: 10.1016/j.ctro.2020.04.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 216.Hess C., Buchwald Z., Stokes W., Nasti T., Switchenko J., Weinberg B., Rouphael N., Steinberg J., Godette K., Murphy D., et al. Immunomodulatory Low-Dose Whole-Lung Radiation for Patients with COVID-19-Related Pneumonia. Int. J. Radiat. Oncol. 2020;108:1401. doi: 10.1016/j.ijrobp.2020.09.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 217.Sharma D.N., Guleria R., Wig N., Mohan A., Rath G.K., Subramani V., Bhatnagar S., Mallick S., Sharma A. Low Dose Radiation Therapy for COVID-19 Pneumonia: A Pilot Study. medRxiv. 2020 doi: 10.1101/2020.1111.1116.20231514. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 218.Papachristofilou A., Finazzi T., Blum A., Zehnder T., Zellweger N., Lustenberger J., Bauer T., Dott C., Avcu Y., Kohler G., et al. Low-Dose Radiation Therapy for Severe COVID-19 Pneumonia: A Randomized Double-Blind Study. Int. J. Radiat. Oncol. Biol. Phys. 2021;110:1274–1282. doi: 10.1016/j.ijrobp.2021.02.054. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 219.Moreno-Olmedo E., Suárez-Gironzini V., Pérez M., Filigheddu T., Mínguez C., Sanjuan-Sanjuan A., González J.A., Rivas D., Gorospe L., Larrea L., et al. COVID-19 pneumonia treated with ultra-low doses of radiotherapy (ULTRA-COVID study): A single institution report of two cases. Strahlenther. Onkol. 2021;197:429–437. doi: 10.1007/s00066-020-01743-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 220.Ameri A., Ameri P., Rahnama N., Mokhtari M., Sedaghat M., Hadavand F., Bozorgmehr R., Haghighi M., Taghizadeh-Hesary F. Low-Dose Whole-Lung Irradiation for COVID-19 Pneumonia: Final Results of a Pilot Study. Int. J. Radiat. Oncol. 2020;109:859–866. doi: 10.1016/j.ijrobp.2020.11.065. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 221. [(accessed on 21 August 2021)];Anti-inflammatory Effect of Low-Dose Whole-Lung Radiation for COVID-19 Pneumonia. 2021 February 9; Available online: https://clinicaltrials.gov/ct2/show/study/NCT04534790.
  • 222.Inhalation Low Dose Radionuclide Therapy in Treatment COVID-19. [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04724538?term=NCT04724538&draw=2&rank=1.
  • 223.Best Supportive Care With or Without Low Dose Whole Lung Radiation Therapy for the Treatment of COVID-19 (RESCUE1-19) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04433949?term=NCT04433949&draw=2&rank=1.
  • 224.Low Dose Pulmonary Irradiation in Patients with COVID-19 Infection of Bad Prognosis (COVRTE-19) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04414293?term=NCT04414293&draw=2&rank=1.
  • 225.Low Dose Whole Lung Radiation Therapy for Patients with COVID-19 and Respiratory Compromise (VENTED) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04427566?term=NCT04427566&draw=2&rank=1.
  • 226.Low-Dose Radiotherapy for Patients with SARS-COV-2 (COVID-19) Pneumonia (PREVENT) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04466683?term=NCT04466683&draw=2&rank=1.
  • 227.Lung Irradiation for COVID-19 Pneumonia. [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04393948?term=NCT04393948&draw=2&rank=1.
  • 228.Low Dose Whole Lung Radiotherapy for Older Patients with COVID-19 Pneumonitis. [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04493294?term=NCT04493294&draw=2&rank=1.
  • 229.Hadjiyiannakis D., Dimitroyannis D., Eastlake L., Peedell C., Tripathi L., Simcock R., Vyas A., Deutsch E., Chalmers A. Personal View: Low-Dose Lung Radiotherapy Should be Evaluated as a Treatment for Severe COVID-19 Lung Disease. Clin. Oncol. 2020;33:e64–e68. doi: 10.1016/j.clon.2020.08.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 230.Low Dose Lung Radiotherapy to Treat COVID-19 Pneumonia. [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04572412?term=NCT04572412&draw=1&rank=1.
  • 231.COVID-19 Pneumonitis Low Dose Lung Radiotherapy (COLOR-19) (COLOR-19) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04377477?term=NCT04377477&draw=2&rank=1.
  • 232.Low Dose Radiotherapy for COVID-19 Pneumonitis (LOWRAD-Cov19) [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04420390?term=NCT04420390&draw=2&rank=1.
  • 233.Algara M., Arenas M., Marin J., Vallverdu I., Fernandez-Letón P., Villar J., Fabrer G., Rubio C., Montero A. Low dose anti-inflammatory radiotherapy for the treatment of pneumonia by covid-19: A proposal for a multi-centric prospective trial. Clin. Transl. Radiat. Oncol. 2020;24:29–33. doi: 10.1016/j.ctro.2020.06.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 234.Low Dose Anti-inflammatory Radiotherapy for the Treatment of Pneumonia by COVID-19. [(accessed on 21 March 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04380818?term=NCT04380818&draw=2&rank=1.
  • 235.Low-Dose Radiation Therapy to Lungs in Moderate COVID-19 Pneumonitis: A Case-Control Pilot Study (LOCORAD) [(accessed on 20 August 2021)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04904783#contacts.
  • 236.Spitz D.R., Azzam E.I., Li J.J., Gius D. Metabolic oxidation/reduction reactions and cellular responses to ionizing radiation: A unifying concept in stress response biology. Cancer Metastasis Rev. 2004;23:311–322. doi: 10.1023/B:CANC.0000031769.14728.bc. [DOI] [PubMed] [Google Scholar]
  • 237.Vaiserman A., Koliada A., Zabuga O., Socol Y. Health Impacts of Low-Dose Ionizing Radiation: Current Scientific Debates and Regulatory Issues. Dose-Response. 2018;16:1559325818796331. doi: 10.1177/1559325818796331. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 238.Brooks A.L. Paradigm Shifts in Radiation Biology: Their Impact on Intervention for Radiation-Induced Disease. Radiat. Res. 2005;164:454–461. doi: 10.1667/RR3324.1. [DOI] [PubMed] [Google Scholar]
  • 239.Paunesku T., Haley B., Brooks A., Woloschak G.E. Biological basis of radiation protection needs rejuvenation. Int. J. Radiat. Biol. 2017;93:1056–1063. doi: 10.1080/09553002.2017.1294773. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 240.Pandey B.N., Gordon D.M., De Toledo S.M., Pain D., Azzam E.I. Normal Human Fibroblasts Exposed to High- or Low-Dose Ionizing Radiation: Differential Effects on Mitochondrial Protein Import and Membrane Potential. Antioxid. Redox Signal. 2006;8:1253–1261. doi: 10.1089/ars.2006.8.1253. [DOI] [PubMed] [Google Scholar]
  • 241.Zhang J., De Toledo S.M., Pandey B.N., Guo G., Pain D., Li H., Azzam E.I. Role of the translationally controlled tumor protein in DNA damage sensing and repair. Proc. Natl. Acad. Sci. USA. 2012;109:E926–E933. doi: 10.1073/pnas.1106300109. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 242.Mortazavi S.M.J., Kefayat A., Cai J. Low-dose radiation as a treatment for COVID-19 pneumonia: A threat or real opportunity? Med. Phys. 2020;47:3773–3776. doi: 10.1002/mp.14367. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 243.Gonzalez A.J. Biological effects of low doses of ionizing radiation: A fuller picture. IAEA Bull. 1994;4:37–45. [Google Scholar]
  • 244.The Nobel Prize in Chemistry. [(accessed on 21 March 2021)]. Available online: https://www.nobelprize.org.
  • 245.Healthcare S. Holy Name Medical Center in Teaneck, New Jersey Acquires Sensus Healthcare’s Low-dose Radiation Therapy System to Treat Pneumonia in COVID-19 Patients. [(accessed on 2 February 2021)]. Available online: https://www.sensushealthcare.com/holy-name-medical-center-in-teaneck-new-jersey-acquires-sensus-healthcares-low-dose-radiation-therapy-system-to-treat-pneumonia-in-covid-19-patients/
  • 246.Deloch L., Fuchs J., Rückert M., Fietkau R., Frey B., Gaipl U.S. Low-Dose Irradiation Differentially Impacts Macrophage Phenotype in Dependence of Fibroblast-Like Synoviocytes and Radiation Dose. J. Immunol. Res. 2019;2019:1–11. doi: 10.1155/2019/3161750. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 247.Horby P., Lim W.S., Emberson J.R., Mafham M., Bell J.L., Linsell L., Staplin N., Brightling C., Ustianowski A., Elmahi E., et al. Dexamethasone in Hospitalized Patients with Covid-19—Preliminary Report. N. Engl. J. Med. 2020 doi: 10.1056/NEJMoa2021436. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 248.Pandey B.N. Low-dose radiation therapy for coronavirus disease-2019 pneumonia: Is it time to look beyond apprehensions? Ann. Thorac. Med. 2020;15:199–207. doi: 10.4103/atm.ATM_433_20. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

Data source for Figure 1: https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Week-Ending-D/r8kw-7aab (accessed on 23 August 2021). Data source for Figure 4: Remdesivir for the Treatment of COVID-19—Final Report [139], Baricitinib plus Remdesivir for Hospitalized Adults with COVID-19 [143].


Articles from Cells are provided here courtesy of Multidisciplinary Digital Publishing Institute (MDPI)

RESOURCES