Abstract
IgM memory B cells, are a peculiar subset of memory B cells, which probably originates in the spleen and outside germinal centers and provide a rapid line of defence against mucosal infections. Their role in counteracting COVID-19 is still elusive but, recent evidence, mainly boosted by studies on spleen function/involvement in COVID-19, seems to support the notion that this subset of memory B cells could exert a protective role against this virus, along with other coronaviruses, particularly in the acute setting of the infection, as outlined by worst clinical outcomes observed in unvaccinated patients with impaired IgM B memory response and spleen function. Herein we critically summarise the current landscape of studies on IgM memory B cells, focusing on the clinical impact of their depletion, by comparing the COVID-19-related splenic dysfunction with other hypo- and asplenic conditions and by adding recent data on follow-up studies and postulate a mechanistic explanation for their reduced numbers. The early detection of an impaired IgM memory B cell response in patients with COVID-19 may contribute to their improved care through different strategies, such as through tailored vaccine strategies, prompt hospital admission and/or administration of anti-infective treatments, thus resulting in an better prognosis, although at present management algorithms are still unavailable. Moreover, further studies with longer follow-up are needed to assess the evolution of COVID-19-associated/exacerbated immune deficit.
Keywords: plasma cells, hyposplenism, SARS-CoV-2, B cell, IgM memory B cell
Introduction
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the cause of coronavirus disease 2019 (COVID-19) pandemic, which has dramatically impacted our globalized society, with more than 500 million reported infections and more than6million deaths worldwide as of April 2022 (1). SARS-CoV-2 has been shown to elicit a strong immune activation mirrored by the so-called “cytokine storm” and the complex interaction between the virus and immune system contributes shaping the heterogenous landscape of COVID-19-related pathology, including lung, liver, skin and spleen or other lymphoid organ damage, among others, and of clinical manifestations (2, 3).
Clinical presentation and outcomes of COVID-19 are highly variable, including asymptomatic, mild and severe cases with lung and/or multiorgan failure, the so-called viral sepsis, and complete resolution without sequelae or death (2). Symptoms related to COVID-19 may also be persisting, defining the so-called long COVID syndrome (4). Yet immunological correlates underpinning these disease states have been recently outlined. To control the pandemic, it is vital to characterize the immune response against the virus, and possibly manipulate it, through immunological therapeutical strategies, including among others, vaccines and monoclonal antibodies (5, 6).
An effective antiviral immune response usually requires the coordinated and dynamic interplay of both humoral and cellular effectors, with the participation of both the innate and adaptive arm of immunity, to arrest the spreading of a virus, minimize disease severity and prevent reinfection with the same virus strains and, possibly, its variants (7).
Although the precise protective mechanisms against SARS-CoV-2 are still elusive, several features of the immune responses against SARS-CoV-2 have been identified. More precisely, the role of innate immunity and of T cell, both CD4 and CD8, has been recognized as important, particularly for primary infection (8). B cells and antibody-mediated immunity have also been shown to play a prominent role against SARS-CoV-2, since a rapid appearance of virus-specific antibodies is observed in most individuals, and a high titre of neutralizing antibodies to the spike protein and its receptor binding domain (RBD) have been found to confer protection both in humans and animal models (9). Moreover, other antiviral activities of antibodies, including fraction constant (Fc)-effector related-functions, such as antigen-dependent cell-mediated cytotoxicity (ADCC), are thought to play a role (3). In parallel, a compromised humoral development with attenuated IgG responses has been found to be associated with worse outcomes in acute patients with moderate-to-severe disease (5). In addition, B cell deficiency states, including X-linked agammaglobulinemia (XLA), Good’s syndrome, and common variable immunodeficiency (CVID), at least in some patients, or following monoclonal antibody therapy, seem to be associated with a worse prognosis according to some studies (9). Moreover, the possible beneficial effect in the acute setting of the convalescent plasma therapy, as shown by systematic reviews and meta-analyses, in terms of reduced mortality, increased virus clearance and clinical improvements, may point at a possible role of the antibody response in counteracting the infection, at least in more severe cases (6, 10).
However, the role of antibody-immunity remains a matter of debate, principally due to some inconsistencies (11). In some studies, patients with CVID, CVID-like disorders or other primary antibody deficiencies were not found to be at increased risk for severe outcomes, or the increased risk only applied to specific subsets of patients, such as those with chronic lung involvement of CVID (12, 13). Moreover, the benefit of convalescent plasma was negligible in non-severe cases and the evidence to recommend its use in severely-ill patients is still, overall, inadequate according to the WHO (14).
Moreover, virus specific antibody titre to the spike, the RBD and the nucleocapsid has been shown to be very heterogenous and to decline over time (15, 16). In spite of waning virus specific antibody titre, antigen-specific memory B cell responses appear to be stable (17).
Given the relatively slow course of the disease in severe and even fatal cases of COVID-19, which have a median disease duration of 22.2 ± 3.6 days (16) the role of the memory compartment, which requires some weeks to assure recall cellular and antibody responses, is deemed particularly relevant. Moreover, to guarantee a long-lasting protective effect, to the same virus strain or different variants, memory compartments exert a pivotal role, as derived from the evidence regarding the immune response to SARS-CoV-2 related viruses, SARS-CoV, and Middle East respiratory syndrome coronavirus (MERS-CoV) (18, 19).
Initially overlooked, memory B cell responses to SARS-CoV-2 have been recently intensively studied, as attested by the rapidly increasing number of published papers, including more than 300 entries as of April 2022, aimed at characterizing their functional landscape during the disease and/or after anti-SARS-CoV-2 vaccines.
Reasons accounting for this renewed interest in memory B cells are tightly linked to the studies on the spleen involvement in COVID-19. Earlier in the epidemic, asplenia was found to confer a mortality risk comparable to other recognised risk factors, such as cardiovascular ones (20). SARS-CoV-2, like other coronaviruses, was shown to display a particular tropism for the spleen, particularly the white pulp, possibly mediated by the angiotensin converting enzyme (ACE)-2 receptor. Moreover, in autopsy studies, white pulp atrophy with reduction/absence of lymphoid follicles was revealed (21). Spleen functional alterations were thus thought to contribute, along with other mechanisms, to the B and T cell lymphopenia which is a typical feature of COVID-19. In addition, given that the spleen marginal zone is the specific site where IgM memory B cells are produced and stored and which exert important protective functions against disseminated infection sustained by encapsulated bacterial and viral infections (such as influenza and HIV), a compromised spleen function was thought to contribute to impaired memory B cell responses.
Concomitantly, it is of importance to identify predisposing conditions associated with impaired generation of memory B cell responses, among them splenic hypofunction state, since this subset of patients may be susceptible to more severe manifestations and/or adverse outcomes and hence may benefit from therapeutical strategies aimed at modifying the immune response against the virus.
We herein summarize in a narrative fashion the existing evidence on the role of IgM B memory cell populations and spleen immune function in COVID-19 and their relationship with disease severity and outcomes, especially in the acute setting. We will also consider the COVID-19-induced spleen dysfunction and draw a parallelism with other hypo- and asplenic states, namely, CVID and splenectomy.
The Germinal Centre and Extrafollicular Memory B Cell Responses to SARS-CoV-2
Within the B cell follicle, mainly in lymph nodes and the spleen, but also in mucosal tissues, antigen-activated B cells with T cell help may determine the germinal centre (GC) reaction, which is vital for the development of affinity-matured plasma cells and long-lived memory B cells that are collectively responsible for a long term and broad protective immunity (22). Within the GC antibodies with enhanced neutralizing activity and breadth resulting from somatic hypermutations arise through a continuous process of clonal evolution of B cells.
However, besides GC reactions, extrafollicular and/or T cell-independent responses may arise. Their aim is to elicit rapid responses, through the generation of memory B cells and short-lived plasma cells with the production of antibodies with a low level of specificity and thus broad reactivity to different bacteria and viruses. These responses take part in early inflammatory responses and have a role in life-threatening, rapid-developing infections.
Interestingly, the severity of COVID-19 seems to have an influence on the quality of the B cell response, with severe disease being associated with extrafollicular responses and defective GC reactions, correlating with high levels of pro-inflammatory cytokines and reduced T follicular helper numbers (19, 23). Memory B cells in this instance display a low level of somatic hypermutation. Whereas in mild disease, both GC- and extrafollicular reactions arise, in which naïve and seasonal coronavirus-specific memory B cells differentiate into activated B cells and short-live plasma cells (24).
As compared to switched memory B cells, which are generated in GC reactions, IgM+ IgD+/- CD27+ B lymphocytes, also known as IgM memory B cells, seem to arise from a different lineage and develop through GC- and T- independent reactions Figure 1 (25, 26). IgM memory B cells, which are also known as innate IgM memory B cells, natural memory, or marginal zone B cells, are found in the spleen and peripheral blood, respond to bacterial polysaccharide antigens, and display functional similarities with mouse B-1a cells, the major source of secretory (natural) IgA antibodies (sIgA) lining the intestinal epithelium. Toll-like receptor 9 stimulation has been shown to induce the in vitro generation of human IgM memory B cells from transitional B cells (27). Moreover, it has been recently observed that this subset may differentiate in vitro, with a T cell-independent mechanism, into IgA secreting plasma cells in the lamina propria and the lymphoid tissue in the gut (25). SIgA exert an important protective function and constitute one of the most relevant components of the mucosal barrier, binding a vast array of antigens and thus preventing the dissemination of bacteria and the entry of allergens and viruses through the formation of immune complexes with cognate Fc receptors.
Moreover, in immunocompetent patients, who were splenectomised for traumatic causes, a depletion of IgM memory B cells has been observed, together with a marked reduction of intestinal IgA+ plasma cells and a long-lasting defect in the IgA lining, as assessed up to 15 years after splenectomy. This deficit was thus not compensated by GC dependent mechanisms in lymph nodes and in the mucosa-associated lymphoid tissue of the gut by naïve or transitional B cells (25). Parallelly, in the mouse model, B-1a cells and sIgA are not detectable in the gut of asplenic mice (28). Moreover, in the subset of CVID patients with a IgM memory B cell deficiency the IgA layer in the gut is absent (25).
This clinical and experimental evidence has led the researchers to hypothesise the existence of a functional spleen-gut axis, which is characterised by the trafficking of IgM memory B cells from the spleen to the gut mucosa, where they undergo class-switch to IgA and coordinate mucosal immune responses (25). Interestingly, this immune response seems to be evolutionary conserved, being present also in fish species, which are devoid of bone marrow, lymph nodes and GCs. In fish, dimeric immunoglobulin, IgT, resembling IgA, are generated in the spleen and transported to the gut (29).
These findings may have relevant clinical implications since SARS-Cov-2 like among other viruses associated with pandemics, such as influenza virus, show a mucosal tropism and elicit mucosal inflammation. Mucosal memory B cell responses could contribute to viral clearance during reinfection through a rapid and local increase in IgA antibody levels and to sterilizing immunity at mucosal surface, thus limiting the spread of variants (13, 30).
Taken together, these observations constitute the rationale for assessing the role of IgM memory B cells in COVID-19, particularly in the primary infection and, possibly, also in reinfections and in asymptomatic carriers.
The Role of IgM Memory B Cells in COVID-19
Few studies have primarily addressed the role of IgM memory B cells in COVID-19 (Table 1).
Table 1.
Author(year) | Country | Type of study | Population | SARS-Cov-2 vaccination | Subset of MBC | Time of evaluation of IgM MBC | Comments |
---|---|---|---|---|---|---|---|
Tian X et al. (31) (2022) |
China | Observational | 31 convalescent children (0-14 years) with mild COVID-19 | NA | -IgM -IgG -IgA |
At baseline and at 6-8 months | Higher proportion of recovering patients with IgM+ B cells than IgG+
IgG+ memory response increases with age as opposed to IgM+ and IgA+ |
Newell K et al. (15) (2021) |
U.S. | Observational | 40 COVID-19 non-hospitalized patients at baseline 15 also sampled at 3 months 24 healthy subjects |
NA | -CD27+, IgD+, -CD27+ switched memory -CD24- |
-69 days after symptoms onset -3 months |
IgM memory B cells correlate with virus specific antibodies (IgG1 and IgM) and are stable at 3 months |
Mazzoni A et al. (32) (2021) |
Italy | Experimental | 22 individuals; of which 11 with previous infection | mRNA (II doses) | -CD27+ IgM+ memory -CD27+ IgA -CD27+ IgG |
7, 14, 21, 28 days | IgM+ increase only after II dose in COVID-19-naïve individuals, while they increase after I dose in those who had COVID-19 |
Anand S et al. (33) (2021) |
Canada | Observational | 32 convalescent individuals sampled up to 31 weeks (n=13) | NA | -IgM | 6,11,21,31 weeks | IgM+ decrease over time while IgG+ are stable |
Yang J et al. (34) (2021) |
China | Observational | 55 recovered patients, 55 healthy donors |
NA | -IgM+
-IgM- |
On average 42.2 days after discharge | Lower frequency of IgM isotype-switched memory B cells in recovered patients as compared to heathly donors |
Piepenbrink M et al. (35) (2021) |
U.S. | Experimental | Hamsters | NA | IgM MBC | Acute infection | Intraperitoneal/aerosol delivery of a human mAb derived from a COVID19 RBP specific IgM memory B cell reduces respiratory tract viral burden/pathology |
Lenti MV et al. (36) (2020) |
Italy | Observational | 63 patients, 3 splenectomised patients excluded | NA | IgM+ IgD+, CD27+ | Acute infection, median 25 days | IgM MBC depletion in 87% of patients |
De Biasi S et al. (37) (2020) |
Italy | Observational | 14 hospitalized patients with pneumonia 11 healthy subjects as controls |
NA | -IgM MBC -switched -unswitched |
Acute infection, 2-4 days following admission | Decreased number of MBC |
MAb, monoclonal antibody; MBC, memory B cell, NA, not assessed.
They vary in terms of the studied population -paediatric or adult-, the setting of disease, -acute leading to hospitalisation or not- or convalescent, and to various memory B cell subsets, together with different times of evaluation. Almost all studies refer to unvaccinated patients. One limitation of most of these studies refers to the age of the heathy controls used for comparison. These are usually much younger than the hospitalised patients, with multimorbidity. This may constitute a bias since memory B cell numbers are known to be reduced with aging (38).
In a US study evaluating memory B cell subsets, in recovered non-hospitalized patients with COVID-19, a negative correlation between the duration of symptoms and frequency of memory B cells, including the IgM subset, was found (15). The likelihood that this result was due to a sample time bias was ruled out by the relatively stable number of memory B cells. Of note, a correlation between total B memory cells with RBD antibodies, both IgG1 and IgM, was found. Interestingly, by analysing memory B cell subsets, this correlation was only present in the IgM+ one. To explain this paradoxical finding, since IgM memory B cells do not usually produce switched immunoglobulins, the Authors postulate that a subset of IgM memory B cells could have undergone class switching to IgG with or without entering a germinal center, possibly following a related-coronavirus infection or have originated from T-cell independent pathways, possibly from circulating marginal zone- like cells, given their low CD38 expression.
In a study from our centre located in Northern Italy, close to the first COVID-19 outbreak, and enrolling 66 patients admitted to an Internal Medicine ward, 87.3% of them were found to have IgM memory B cell depletion (defined as absolute counts of IgM+ IgD+ CD27+ <26/microliter) as compared to 25 healthy volunteers. Splenectomy was an exclusion criterium for enrolment. Around 28% of patients died during the hospitalisation. Of note, all patients with adverse outcome were IgM memory B cell deficient and had an intervening infection. Interestingly, IgM memory B cell depletion had an independent prognostic effect on mortality, in the absence of other statistically associated prognostic factors, such as male sex, age, multimorbidity, and total peripheral lymphocyte depletion (36). Additionally, in a Chinese study enrolling hospitalised paediatric patients with mild COVID-19, a strong virus-specific IgM memory B cell response was observed regardless of age (31).
Taken together, these observations seem to associate IgM memory B cell changes with different COVID-19 severity states and outcomes. More precisely, a reduction of this subset correlates with more severe presentations and unfavourable outcomes, whereas a robust IgM memory B cell response is present in patients with a milder or more rapidly resolving forms of the disease.
To corroborate these clinical findings, the IgM memory B cell-mediated response has found to be beneficial in a hamster model of COVID-19. More precisely, 1212C2, a functional antibody derived from a IgM memory B cell line derived from a COVID-19 patient, was shown to exert a protective and preventive effect when administered intraperitoneally and through aerosolization (35).
Surprisingly, the analysis of RBD-specific IgA in COVID-19 patients has reserved little attention despite their likely protective role in the early phases of the viral infection. The following observations have been made in this regard. A cross-reactive human antibody against SARS-CoV and SARS-CoV-2 was found to have neutralizing properties against SARS-CoV-2 when converted to sIgA (39). Also, virus-specific IgA have been found at low titers in convalescent sera and are stable during an 8-month study follow-up (24). Finally, neutralizing IgA antibodies have also been detected for long periods in the saliva of previously infected patients (40). However, to the best of our knowledge, no study has ever evaluated whether IgM memory B cell-deficiency correlated with the depletion of virus-specific IgA at a mucosal level. All these findings may potentially have a clinical implication for stratifying the risk of severe and disseminated COVID-19, even though the translational application in humans still need to be ascertained (2).
The knowledge of the natural evolution of the IgM memory B cell response in COVID-19 is still elusive. According to one study, virus specific IgM memory B cell counts appear stable at 3 months (15), whereas at week 31 their numbers are reduced according to another study (33). Additional prospective studies with longer follow-up are warranted to study the kinetic of the alteration in the IgM memory population and its clinical effects.
Moreover, the exact mechanisms underlying this deficit require further research. In addition to the COVID-19-mediated splenic hypofunction, other mechanisms may be implicated. In the acute setting, TNF, IL6 and other mediators of the cytokine storm, have been shown to influence B cell differentiation, activation and survival, leading to a complex B cell compartment alteration, with recruitment of more immature cells, such as transitional cells, as a consequence of mature B cell exhaustion (37).
Interestingly, a significant reduction (both relative and absolute) of CD27dull memory B cells, has been observed in individuals aged 60 and above (41). This population of memory B cells is largely of IgM isotype, arise in a GC- and T cell independent fashion, displays a reduced mutational status and is necessary for the production mucosal sIgA. This population bears great resemblance to the IgM memory B cells subset (25).
Advanced age is one the main recognized factors accounting for the increased mortality rate in hospitalized patients with COVID-19 which may be related to CD27dull memory B cell depletion in this subset of patients. COVID-19 may thus syndemically interact with pre-existing risk factors, such as age-related immune dysfunction, accounting for unfavourable outcomes (42, 43).
Taken together, these observations put forward the possibilities that the reduced IgM memory B cell pool in COVID-19 patients may be related to the COVID-19-related spleen damage and/or to the age-related B memory cell dysfunction, that may be already present in older patients suffering with COVID-19.
Assessing Spleen Immune Function in COVID-19
Spleen filtering function can be assessed by counting pitted red cells (PRC), i.e., erythrocytes with membrane alterations, the so-called “pits”, which are detectable under interference phase microscopy on peripheral blood samples (44, 45). A functional impairment is present when more than 4% PRC -out of 1000 counted red cells- are detected (46). This is often the case of disorders such as untreated or refractory celiac disease and other gastrointestinal immune-mediated disorders, such as inflammatory bowel disease, which are frequently characterised by functional hyposplenism (47). Given the association between the filtering and immune spleen function, the evaluation of the haemocatheretic ability of the spleen constitute a surrogate for the analysis of the immune function of the spleen (46).
In the aforementioned study comparing the median counts of IgM memory B cells and of PRC in acute COVID-19 patients, as opposed to hyposplenic and asplenic ones, no inverse correlation despite a reduction of memory B cells was found (36). This finding can be explained by the fact that in patients with acute COVID-19 the haemocateretic function of the spleen seems to be preserved and consequently no PRC increase is usually observed as opposed to its immune function, which appears to be precociously impaired, due to the selective virus-induced damage of the white-pulp and marginal zone as attested by the autoptic exam carried out in a subgroup of patient of our cohort (48). Consequently, the quantification of IgM memory B cells in patients with COVID-19 in the acute phase is the sole method for measuring the spleen immune function. At the same time, the long-term effects of COVID-19 on the IgM memory B compartment are not known at present.
Clinical and Therapeutical Implications of a Dysfunctional IgM Memory B Cell Response
An intact IgM memory B cell response and spleen immune function seems to exert a relevant role in the acute setting of COVID-19 acting, as a first and broadly reactive defence system against SARS-CoV-2, possibly arising from previous contacts with related coronaviruses. At present, it is not known which is the optimal management for patients displaying a derangement in the IgM memory B cell response during or following COVID-19, particularly in terms of vaccination for encapsulated bacteria (49). Accordingly, it can be presumed that their care should be like that of splenectomised patients, but further studies are needed to assess the persistence of the immune deficit in the long run and the infectious risk of these patients. Therefore, prompt hospital admission and/or administration of anti-infective treatments should be advised in case of acute infections. Parallelly, in this subset of patients, vaccinal measures for SARS-CoV-2 appear vital, despite the fact that their efficacy of remains to be ascertained and that tailoring as to the type of vaccines, the timing of administration and the number of booster doses, is probably needed.
The only study available addressing the response to SARS-CoV-2 vaccines in asplenic patients is a cross-sectional study evaluating humoral titers to SARS-Cov-2 spike protein in patients with thalassemia mayor, also including splenectomized patients. Interestingly, splenectomized patients were found to have high titers of antibodies, comparable to healthy individuals. None of the patients was infected by COVID-19 during the 6-month follow-up (50).
Outlook
Further studies on larger populations and registries are therefore awaited to develop diagnostic and management guidelines for patients with IgM B memory depletion and spleen dysfunction, this latter either associated with COVID-19 or pre-existent. More in depth, it is still undefined how to manage patients with a pre-existing spleen hypofunction, such as patients with CVID and other primary immunodeficiencies or immune- mediated or autoimmune gastrointestinal disorders, namely celiac disease and inflammatory bowel disease (28). It is in fact well known that these patients may be predisposed to the development of severe and invasive infections, such as invasive pneumococcal disease. Nonetheless, real-world evidence on COVID-19 in patients with coeliac disease or inflammatory bowel disease does not seem to point at a more severe viral infection compared to the general population (48, 51). To note, these patients were not stratified according to the presence or absence -and the quantification- of hyposplenism and IgM memory B cell depletion. All these issues should be the focus of future studies.
Author Contributions
All authors significantly participated in the drafting of the manuscript or critical revision of the manuscript for important intellectual content and provided approval of the final submitted version. Individual contributions are as follows: CR wrote the manuscript, ML and SM reviewed the manuscript. AS reviewed the paper and made final critical revision for important intellectual contents.
Funding
Italian Ministry of Health. Grant number: Rete Aging-Project PROMISING, RCR-2021-23671216. PI of the project: ML.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s Note
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Acknowledgments
We thank Rete Aging-Italian Ministry of Health for supporting the study.
References
- 1.Available at: https://covid19.who.int/.
- 2. Li H, Liu L, Zhang D, Xu J, Dai H, Tang N, et al. SARS-CoV-2 and Viral Sepsis: Observations and Hypotheses. Lancet (London England) (2020) 395:1517–20. doi: 10.1016/S0140-6736(20)30920-X [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Hagemann K, Riecken K, Jung JM, Hildebrandt H, Menzel S, Bunders MJ, et al. Natural Killer Cell-Mediated ADCC in SARS-CoV-2-Infected Individuals and Vaccine Recipients. Eur J Immunol (2022) 2022:10.1002/eji.202149470. doi: 10.1002/EJI.202149470 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Charfeddine S, Ibn Hadj Amor H, Jdidi J, Torjmen S, Kraiem S, Hammami R, et al. Long COVID 19 Syndrome: Is It Related to Microcirculation and Endothelial Dysfunction? Insights From TUN-EndCOV Study. Front Cardiovasc Med (2021) 0:745758. doi: 10.3389/FCVM.2021.745758 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Zohar T, Loos C, Fischinger S, Atyeo C, Wang C, Slein MD, et al. Compromised Humoral Functional Evolution Tracks With SARS-CoV-2 Mortality. Cell (2020) 183:1508. doi: 10.1016/J.CELL.2020.10.052 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Wang Y, Huo P, Dai R, Lv X, Yuan S, Zhang Y, et al. Convalescent Plasma may be a Possible Treatment for COVID-19: A Systematic Review. Int Immunopharmacol (2021) 91:107262. doi: 10.1016/J.INTIMP.2020.107262 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Rouse BT, Sehrawat S. Immunity and Immunopathology to Viruses: What Decides the Outcome? Nat Rev Immunol (2010) 10:514–26. doi: 10.1038/nri2802 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Nielsen SS, Vibholm LK, Monrad I, Olesen R, Frattari GS, Pahus MH, et al. SARS-CoV-2 Elicits Robust Adaptive Immune Responses Regardless of Disease Severity. EBioMedicine (2021) 68:103410. doi: 10.1016/J.EBIOM.2021.103410/ATTACHMENT/3DCD8421-E278-4FFB-856E-9EE5620A5E44/MMC3.DOCX [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Khoury DS, Cromer D, Reynaldi A, Schlub TE, Wheatley AK, Juno JA, et al. Neutralizing Antibody Levels are Highly Predictive of Immune Protection From Symptomatic SARS-CoV-2 Infection. Nat Med (2021) 27:1205–11. doi: 10.1038/s41591-021-01377-8 [DOI] [PubMed] [Google Scholar]
- 10. Perotti C, Baldanti F, Bruno R, Del Fante C, Seminari E, Casari S. Mortality Reduction in 46 Severe Covid-19 Patients Treated With Hyperimmune Plasma. a Proof of Concept Single Arm Multicenter Trial. Haematologica (2020) 105(12):2834–40. doi: 10.3324/haematol.2020.261784 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Ameratunga R, Longhurst H, Steele R, Lehnert K, Leung E, Brooks AES, et al. Common Variable Immunodeficiency Disorders, T-Cell Responses to SARS-CoV-2 Vaccines, and the Risk of Chronic COVID-19. J Allergy Clin Immunol Pract (2021) 9:3575. doi: 10.1016/J.JAIP.2021.06.019 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Drabe CH, Hansen ABE, Rasmussen LD, Larsen OD, Møller A, Mogensen TH, et al. Low Morbidity in Danish Patients With Common Variable Immunodeficiency Disorder Infected With Severe Acute Respiratory Syndrome Coronavirus 2. Infect Dis (London England) (2021) 53:953–8. doi: 10.1080/23744235.2021.1957144 [DOI] [PubMed] [Google Scholar]
- 13. Allie SR, Bradley JE, Mudunuru U, Schultz MD, Graf BA, Lund FE, et al. The Establishment of Resident Memory B Cells in the Lung Requires Local Antigen Encounter. Nat Immunol (2019) 20:97–108. doi: 10.1038/S41590-018-0260-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Available at: https://www.who.int/publications/i/item/WHO-2019-nCoV-therapeutics-2021.4.
- 15. Newell KL, Clemmer DC, Cox JB, Kayode YI, Zoccoli-Rodriguez V, Taylor HE, et al. Switched and Unswitched Memory B Cells Detected During SARS-CoV-2 Convalescence Correlate With Limited Symptom Duration. PLoS One (2021) 16):e0244855. doi: 10.1371/JOURNAL.PONE.0244855 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Gaebler C, Wang Z, Lorenzi JCC, Muecksch F, Finkin S, Tokuyama M, et al. Evolution of Antibody Immunity to SARS-CoV-2. Nature (2021) 591(7851):639–44. doi: 10.1038/s41586-021-03207-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Wheatley AK, Juno JA, Wang JJ, Selva KJ, Reynaldi A, Tan HX, et al. Evolution of Immune Responses to SARS-CoV-2 in Mild-Moderate COVID-19. Nat Commun (2021) 12(1):1162. doi: 10.1038/S41467-021-21444-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Li CK, Wu H, Yan H, Ma S, Wang L, Zhang M, et al. T Cell Responses to Whole SARS Coronavirus in Humans. J Immunol (2008) 181:5490–500. doi: 10.4049/JIMMUNOL.181.8.5490 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Zhao J, Alshukairi AN, Baharoon SA, Ahmed WA, Bokhari AA, Nehdi AM, et al. Recovery From the Middle East Respiratory Syndrome Is Associated With Antibody and T-Cell Responses. Sci Immunol (2017) 2(14):eaan5393. doi: 10.1126/sciimmunol.aan5393 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Williamson EJ, Walker AJ, Bhaskaran K, Bacon S, Bates C, Morton CE, et al. Factors Associated With COVID-19-Related Death Using OpenSAFELY. Nature (2020) 584:430–6. doi: 10.1038/S41586-020-2521-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Duarte-Neto AN, Monteiro RAA, da Silva LFF, Malheiros DMAC, de Oliveira EP, Theodoro-Filho J, et al. Pulmonary and Systemic Involvement in COVID-19 Patients Assessed With Ultrasound-Guided Minimally Invasive Autopsy. Histopathology (2020) 77:186–97. doi: 10.1111/HIS.14160 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Laidlaw BJ, Ellebedy AH. The Germinal Centre B Cell Response to SARS-CoV-2. Nat Rev Immunol (2022) 22:7–18. doi: 10.1038/S41577-021-00657-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Woodruff MC, Ramonell RP, Nguyen DC, Cashman KS, Saini AS, Haddad NS, et al. Extrafollicular B Cell Responses Correlate With Neutralizingantibodies and Morbidity in COVID-19. Nat Immunol (2020) 21:1506. doi: 10.1038/S41590-020-00814-Z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Dan JM, Mateus J, Kato Y, Hastie KM, Yu ED, Faliti CE, et al. Immunological Memory to SARS-CoV-2 Assessed for Up to 8 Months After Infection. Science (2021) 371(6529):eabf4063. doi: 10.1126/SCIENCE.ABF4063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Carsetti R, Di Sabatino A, Rosado MM, Cascioli S, Piano Mortari E, Milito C, et al. Lack of Gut Secretory Immunoglobulin A in Memory B-Cell Dysfunction-Associated Disorders: A Possible Gut-Spleen Axis. Front Immunol (2020) 10:2937. doi: 10.3389/FIMMU.2019.02937 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Rosado MM, Scarsella M, Pandolfi E, Cascioli S, Giorda E, Chionne P, et al. Switched Memory B Cells Maintain Specific Memory Independently of Serum Antibodies: The Hepatitis B Example. Eur J Immunol (2011) 41:1800–8. doi: 10.1002/EJI.201041187 [DOI] [PubMed] [Google Scholar]
- 27. Capolunghi F, Cascioli S, Giorda E, Rosado MM, Plebani A, Auriti C, et al. CpG Drives Human Transitional B Cells to Terminal Differentiation and Production of Natural Antibodies. J Immunol (2008) 180:800–8. doi: 10.4049/JIMMUNOL.180.2.800 [DOI] [PubMed] [Google Scholar]
- 28. Di Sabatino A, Carsetti R, Corazza GR. Post-Splenectomy and Hyposplenic States. Lancet (London England) (2011) 378:86–97. doi: 10.1016/S0140-6736(10)61493-6 [DOI] [PubMed] [Google Scholar]
- 29. Zhang YA, Salinas I, Li J, Parra D, Bjork S, Xu Z, et al. IgT, a Primitive Immunoglobulin Class Specialized in Mucosal Immunity. Nat Immunol (2010) 11:827–35. doi: 10.1038/NI.1913 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Russell MW, Moldoveanu Z, Ogra PL, Mestecky J. Mucosal Immunity in COVID-19: A Neglected but Critical Aspect of SARS-CoV-2 Infection. Front Immunol (2020) 11:611337. doi: 10.3389/fimmu.2020.611337 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Tian X, Bai Z, Cao Y, Liu H, Liu D, Liu W, et al. Evaluation of Clinical and Immune Responses in Recovered Children With Mild COVID-19. Viruses (2022) 14:85. doi: 10.3390/V14010085 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Mazzoni A, Di Lauria N, Maggi L, Salvati L, Vanni A, Capone M, et al. First-Dose mRNA Vaccination is Sufficient to Reactivate Immunological Memory to SARS-CoV-2 in Subjects Who Have Recovered From COVID-19. J Clin Invest (2021) 131(12):e149150. doi: 10.1172/JCI149150 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Anand SP, Prévost J, Nayrac M, Beaudoin-Bussières G, Benlarbi M, Gasser R, et al. Longitudinal Analysis of Humoral Immunity Against SARS-CoV-2 Spike in Convalescent Individuals Up to 8 Months Post-Symptom Onset. Cell Rep Med (2021) 2(6):100290. doi: 10.1016/J.XCRM.2021.100290 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Yang J, Zhong M, Zhang E, Hong K, Yang Q, Zhou D, et al. Broad Phenotypic Alterations and Potential Dysfunction of Lymphocytes in Individuals Clinically Recovered From COVID-19. J Mol Cell Biol (2021) 13:197. doi: 10.1093/JMCB/MJAB014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Piepenbrink MS, Park JG, Oladunni FS, Deshpande A, Basu M, Sarkar S, et al. Therapeutic Activity of an Inhaled Potent SARS-CoV-2 Neutralizing Human Monoclonal Antibody in Hamsters. Cell Rep Med (2021) 2(3):100218. doi: 10.1016/J.XCRM.2021.100218 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Lenti MV, Aronico N, Pellegrino I, Boveri E, Giuffrida P, Borrelli de Andreis F, et al. Depletion of Circulating IgM Memory B Cells Predicts Unfavourable Outcome in COVID-19. Sci Rep (2020) 10:20836. doi: 10.1038/S41598-020-77945-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. De Biasi S, Lo Tartaro D, Meschiari M, Gibellini L, Bellinazzi C, Borella R, et al. Expansion of Plasmablasts and Loss of Memory B Cells in Peripheral Blood From COVID-19 Patients With Pneumonia. Eur J Immunol (2020) 50:1283–94. doi: 10.1002/EJI.202048838 [DOI] [PubMed] [Google Scholar]
- 38. Martin V, Wu YC, Kipling D, Dunn-Walters DK. Age-Related Aspects of Human IgM(+) B Cell Heterogeneity. Ann N Y Acad Sci (2015) 1362:153–63. doi: 10.1111/NYAS.12823 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Ejemel M, Li Q, Hou S, Schiller ZA, Tree JA, Wallace A, et al. A Cross-Reactive Human IgA Monoclonal Antibody Blocks SARS-CoV-2 Spike-ACE2 Interaction. Nat Commun (2020) 11(1):4198. doi: 10.1038/S41467-020-18058-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Burgess S, Ponsford MJ, Gill D. Are We Underestimating Seroprevalence of SARS-CoV-2? BMJ (2020) 370:m3364. doi: 10.1136/BMJ.M3364 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Ciocca M, Zaffina S, Fernandez Salinas A, Bocci C, Palomba P, Conti MG, et al. Evolution of Human Memory B Cells From Childhood to Old Age. Front Immunol (2021) 12:690534/BIBTEX. doi: 10.3389/FIMMU.2021.690534/BIBTEX [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Corradini E, Ventura P, Ageno W, Cogliati CB, Muiesan ML, Girelli D, et al. Clinical Factors Associated With Death in 3044 COVID-19 Patients Managed in Internal Medicine Wards in Italy: Results From the SIMI-COVID-19 Study of the Italian Society of Internal Medicine (SIMI). Intern Emerg Med (2021) 16:1005–15. doi: 10.1007/S11739-021-02742-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Zheng Y, Liu X, Le W, Xie L, Li H, Wen W, et al. A Human Circulating Immune Cell Landscape in Aging and COVID-19. Protein Cell (2020) 11:740. doi: 10.1007/S13238-020-00762-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. De Porto APNA, Lammers AJJ, Bennink RJ, Ten Berge IJM, Speelman P, Hoekstra JBL. Assessment of Splenic Function. Eur J Clin Microbiol Infect Dis (2010) 29:1465–73. doi: 10.1007/S10096-010-1049-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Nardo-Marino A, Braunstein TH, Petersen J, Brewin JN, Mottelson MN, Williams TN, et al. Automating Pitted Red Blood Cell Counts Using Deep Neural Network Analysis: A New Method for Measuring Splenic Function in Sickle Cell Anaemia. Front Physiol (2022) 13:859906. doi: 10.3389/FPHYS.2022.859906 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Riva MA, Ferraina F, Paleari A, Lenti MV, Di Sabatino A. From Sadness to Stiffness: The Spleen’s Progress. Intern Emerg Med (2019) 14:739–43. doi: 10.1007/S11739-019-02115-2 [DOI] [PubMed] [Google Scholar]
- 47. Giuffrida P, Aronico N, Rosselli M, Lenti MV, Cococcia S, Roccarina D, et al. Defective Spleen Function in Autoimmune Gastrointestinal Disorders. Intern Emerg Med (2020) 15:225–9. doi: 10.1007/S11739-019-02129-W [DOI] [PubMed] [Google Scholar]
- 48. Santacroce G, Lenti MV, Aronico N, Miceli E, Lovati E, Lucotti PC, et al. Impact of COVID-19 in Immunosuppressive Drug-Naïve Autoimmune Disorders: Autoimmune Gastritis, Celiac Disease, Type 1 Diabetes, and Autoimmune Thyroid Disease. Pediatr Allergy Immunol (2022) 33:105–7. doi: 10.1111/PAI.13646 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Available at: https://www.cdc.gov/vaccines/schedules/hcp/imz/adult-conditions.html.
- 50. Anastasi E, Marziali M, Preziosi A, Berardelli E, Losardo AA, Ribersani M, et al. Humoral Immune Response to Comirnaty (BNT162b2) SARS-Cov2 mRNA Vaccine in Thalassemia Major Patients. Microbes Infect (2022) 104976. doi: 10.1016/J.MICINF.2022.104976 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Bezzio C, Saibeni S, Variola A, Allocca M, Massari A, Gerardi V, et al. Outcomes of COVID-19 in 79 Patients With IBD in Italy: An IG-IBD Study. Gut (2020) 69:1213–7. doi: 10.1136/GUTJNL-2020-321411 [DOI] [PubMed] [Google Scholar]