Skip to main content
Research and Practice in Thrombosis and Haemostasis logoLink to Research and Practice in Thrombosis and Haemostasis
. 2020 Oct 18;4(8):1262–1268. doi: 10.1002/rth2.12436

Thromboinflammation response to tocilizumab in COVID‐19

Mansour Gergi 1,✉, Mary Cushman 1, Benjamin Littenberg 2, Ralph C Budd 3
PMCID: PMC7537313  PMID: 33043232

Abstract

Background

Coronavirus disease‐19 (COVID‐19) spans a wide spectrum of illness. Severe cases of COVID‐19 can manifest inflammation in organs other than the lung, in tissues not known to support viral replication, and also in a hypercoagulable state. These observations have suggested that severe acute respiratory syndrome coronavirus 2 can provoke a hyperimmune response in some cases that could lead to secondary organ damage.

Methods

With evidence of elevated levels of interleukin‐6 (IL‐6) in patients with severe COVID‐19, we conducted a small pilot off‐label compassionate care study of the IL‐6 receptor inhibitor tocilizumab in patients with severe COVID‐19.

Results

A single infusion of tocilizumab in patients with severe COVID‐19 manifested rapid declines in C‐reactive protein and d‐dimer and gradual rises in lymphocyte and platelet counts.

Conclusions

These findings suggest both pathophysiological mechanisms and clinical benefit that might be seen with IL‐6 inhibition in severe COVID‐19.

Keywords: COVID‐19, COVID‐19 coagulopathy, interleukin‐6, thromboinflammation, tocilizumab


Essentials.

  • Severe COVID‐19 triggers activation of clotting and inflammation, leading to organ failure.

  • We administered the interleukin‐6 inhibitor tocilizumab to try to reduce inflammation.

  • C‐reactive protein, d‐dimer, platelet count, and lymphocyte count improved, as did oxygen status.

  • Tocilizumab may have benefits in COVID‐19. Larger studies are needed.

1. INTRODUCTION

The pandemic coronavirus disease‐19 (COVID‐19) caused by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) manifests a highly variable course in different individuals. Whereas most patients experience few if any symptoms, a relevant proportion develop severe respiratory disease, inflammation in other organs, and a hypercoagulable state. 1 , 2 , 3 An excessive immune response to various viral infections has been associated with hyperinflammation and multiorgan immune‐mediated pathology. 4 Elevated levels of various cytokines have been observed in severe cases of SARS‐CoV and Middle East respiratory syndrome coronavirus 5 , 6 as well as in murine models in the 1918 influenza. 7 It is not clear whether these cytokines were involved with actual pathology and, if so, which cytokines and what organ injury.

SARS‐CoV‐2 suppresses the initial type I interferon response that is critical for control of viral infections. 4 , 8 This presumably allows the virus to escape early immune suppression and to replicate more extensively. When the adaptive immune response is activated later, profound activation of viral‐specific cytolytic T cells ensues in response to the high viral burden. 9 The massive expansion of cytolytic T cells results in considerable tissue damage of virally infected cells. The release of large quantities of damage‐associated molecular patterns from dying cells can trigger a secondary enhanced innate immune cytokine response. Thus, whereas it may be detrimental to suppress the initial innate immune response, it may be desirable to suppress the secondary adaptive and innate immune responses. Thus, the timing of cytokine suppression is critical.

A possible clue linking excessive cytokine release with immune‐mediated pathology derives from studies with chimeric antigen receptor –T‐cell (CAR‐T) therapy of hematopoietic malignancies. Such therapy involves infusing patients with large numbers of autologous T cells expressing a chimeric receptor targeting the tumor. This results in massive activation of the infused T cells by the tumor antigens, tumor lysis, the release of large amounts of several innate cytokines, including interleukin (IL)‐1, tumor necrosis factor (TNF), and IL‐6, and a multiorgan inflammatory response, including coagulopathies and, in some cases, respiratory failure. 10 , 11 Inhibition of the IL‐6 receptor (IL‐6R) with tocilizumab was shown to be effective in reducing the inflammatory response to CAR‐T therapy 12 and in 2017 was approved by the US Food and Drug Administration for treatment of CAR‐T–induced inflammatory cytokine release syndrome. Given the likely profound activation of T cells in severe COVID‐19 cases, we reasoned that IL‐6 blockade might also be therapeutic for these patients.

IL‐6 can induce a wide array of proinflammatory mediators. 13 This in part relates to different types of cis and trans IL‐6 signaling. In cis signaling, IL‐6 binds to membrane‐bound IL‐6 receptor (mIL‐6R) in a complex with glycoprotein 130 (gp130) and then signals through Janus kinases (JAKs) and signal transducer and activator of transcription 3. Although gp130 is ubiquitously expressed, mIL‐6R is largely restricted to immune cells. 13 , 14 On trans signaling, high circulating levels of IL‐6 bind to the soluble form of IL‐6R, which can form a complex with gp130 on nearly all cell surfaces. This results in IL‐6 signaling of cells that lack mIL‐6R, such as endothelial cells. These cells can then express several cell adhesion molecules and chemokines that can considerably amplify the inflammatory response. 14 IL‐6 is also a potent activator of the coagulation system during infection, increasing mononuclear cell expression of tissue factor, 15 which complexes with factor VIIa leading to downstream thrombin activation and generation of fibrin clots. 16 IL‐6 inhibition can block tissue factor–induced thrombin generation. 16 This crosstalk between the coagulation and the inflammatory system is essential to prevent microbial invasion, as it creates a localized fibrin network that can limit the spread of infection.

Given the likely profound activation of T cells in patients with severe COVID‐19, coupled with the experience from CAR‐T therapy, we elected to treat a small group of severe COVID‐19 cases with tocilizumab on an off‐label compassionate care basis. Careful attention was given to markers of inflammation, evidence of coagulopathy, and cytopenias.

2. MATERIALS AND METHODS

2.1. Patients

Between March 10 and April 12, 2020, patients who were COVID‐19‐positive were considered for treatment with tocilizumab if they met the following criteria: intubated and a PaO2:FiO2 < 150, temperature > 38.3°C, ferritin > 1000 ng/mL, 17 d‐dimer > 800 ng/mL, lactate dehydrogenase (LDH) > 250 U/L, CRP > 70, and lymphocyte count < 0.6 × 109/L. Age‐ and sex‐matched patients who were COVID‐19‐positive and also intubated but did meet all of the laboratory inclusion criteria comprised a comparison group and received standard of care. All patients received hydroxychloroquine 400 mg twice daily for 1 day and then 200 mg twice daily for 4 days more. Tocilizumab was administered as a one‐time infusion of 400 mg in eligible patients. The study was approved by the University of Vermont Committee for the Protection of Human Subjects.

2.2. Laboratory methods

We recorded laboratory results from routine patient care for CRP, d‐dimer, ferritin, and platelet and lymphocyte counts. All patients tested positive for SARS‐CoV‐2.

2.3. Statistical methods

All observations were divided into early and late periods. The early period for treated patients ran from the date of the first available laboratory result through the day of their tocilizumab infusion. The late period ran from the day after infusion to the last available laboratory result. For the control group, the early period ended halfway through their entire observation time, and the late period included the remainder.

We performed five independent least‐squares linear regressions for each of five laboratory analytes as the outcome variable. In each case, the predictors were treatment group (tocilizumab vs control), observation period, and their interaction. All regressions were adjusted for clustering within each patient. 18

Given the absence of randomization, the inherent differences in the two groups at baseline, the presence of multiple comparisons, and the fact that we did not specify an analytic plan beforehand, we consider these analyses to be descriptive and hypothesis generating rather than valid tests of established hypotheses. Nonetheless, if the tocilizumab group had a change in the laboratory value that was different than the change in the control group, we would expect the coefficient on the interaction to be significantly different than zero. All statistical analyses were performed in Stata 15.1 (StataCorp, LLC, College Station, Texas, USA).

3. RESULTS

During the 5‐week period of this study, all six patients who met the criteria for tocilizumab treatment were men, between the ages of 39 and 79, and receiving mechanical ventilation (Table 1). From the remainder of intubated patients who did not meet all the criteria for treatment, six male individuals were chosen who closely matched the age of the treated patients (Table 1). Six patients met the criteria for treatment with tocilizumab including PaO2:FiO2 < 150 mm Hg, temperature > 38.3°C, ferritin > 1000 ng/mL, d‐dimer > 800 ng/mL, LDH > 250 U/L, CRP > 70 mg/L, and lymphocyte count < 0.6 × 109/L. Two individuals had a body mass index > 50 kg/m2, indicative of severe obesity. These six individuals received a single dose of tocilizumab (400 mg intravenously).

TABLE 1.

Patient demographics

Sex Age (y) BMI (kg/m2) Comorbidities Evidence of thrombosis Anticoagulation Hemodynamic shock Survival (length of hospital stay) PaO2/FIO2 (mm Hg/FractionO2) (last available)
Patients receiving tocilizumab
1 Male 72 25.8 Multiple sclerosis PE UFH No No NA
2 Male 47 34.0 Graves’ disease No UFH Yes Yes (18 d) NA
3 Male 39 52.8 Morbid obesity No UFH No No 310
4 Male 50 50.8 Morbid obesity No UFH No Yes (11 d) 195
5 Male 76 21.1 None known PE UFH Yes No 180
6 Male 72 32.6 Prostate cancer No UFH No No 448
Patients not receiving tocilizumab
7 Male 76 31.4 Hypertension No LMWH No No 187
8 Male 79 22.1 Ulcerative colitis No LMWH No Yes (6 d) 240
9 Male 46 21.8 None known No UFH No Yes (9 d) 243
10 Male 72 25.1 Myeloma, hypertension, atrial fibrillation No LMWH No Yes (11 d) 117
11 Male 67 29.1 Chronic kidney disease, hypertension No UFH Yes Yes (20 d) 223
12 Male 58 32.7 Diabetes, obstructive sleep apnea No LMWH Yes No 71

Abbreviations: BMI, body mass index; LMWH, low‐molecular‐weight heparin; NA, not applicable; UFH, unfractionated heparin.

All observations were divided into early and late periods. The early period for treated patients ran from the date of the first available laboratory result through the day of their tocilizumab infusion. The day of infusion was arbitrarily set as day 0 so that results of treated patients could be aligned and thus more easily compared. The late period ran from the day after infusion to the last available laboratory result. For the control group, the early period ended halfway through their entire observation time, and the late period included the remainder.

Following tocilizumab infusion there was a very striking decline in elevated levels of CRP and d‐dimer, within 24 hours in some cases (Figure 1). In parallel, there was a slower rise in the numbers of platelets and lymphocytes. In addition, there was considerable improvement in the PaO2/FIO2 for the four patients in whom it was tested (Table 1). There was little or no alteration in the ferritin levels following tocilizumab treatment. By contrast, in the patients not receiving tocilizumab, there was a variable and inconsistent pattern to change in CRP and d‐dimer. Similarly, the levels of platelets and lymphocytes did not change, nor did the ferritin levels in patients not receiving tocilizumab. There were no cases of nosocomial infection in either group.

FIGURE 1.

FIGURE 1

Resolution of laboratory abnormalities following tocilizumab treatment. Shown are patient laboratory results for C‐reactive protein, d‐Dimer, platelets, lymphocytes, and ferritin monitored during their hospitalization. For clarity of presentation, observations were divided into early and late periods. The early period for treated patients (tocilizumab 400 mg intravenously once) ran from the date of the first available laboratory result through the day of their infusion. Day 0 indicates the day of tocilizumab infusion. The late period ran from the day after infusion to the last available laboratory result. For the control group, the early period ended halfway through their entire observation time and the late period included the remainder

Table 2 reports the regression models. CRP fell in both groups over time. Although CRP was higher in the tocilizumab group during the early period, it fell much more and the interaction term was significant, suggesting a benefit of tocilizumab. A parallel pattern was observed for d‐dimer, although the difference by treatment did not achieve significance given the limited number of patients. Platelet counts were similar in the two groups in the early period but rose significantly more in the tocilizumab group in the later period (P = .02). Lymphocyte counts also rose in several patients following tocilizumab, but the difference from untreated patients did not achieve significance. There was no difference between the two groups for ferritin levels, which did not decline during the period of observation. Although there was no increased survival of the patients treated with tocilizumab (Table 1), they were also more severely ill than the control patients based on inclusion laboratory criteria. Nonetheless, the rapid resolution of many laboratory abnormalities suggests that cytokine inhibition can be effective if given earlier.

TABLE 2.

Regression analyses

Coefficient 95% confidence interval P value
C‐reactive protein (mg/L)
Tocilizumab 169 93, 245 <.001
Period (late = 1) −32 −54, −11 .007
Tocilizumab * period interaction −155 −206, −104 <.001
Constant 108 66, 150 <.001
d‐dimer (ng/mL)
Tocilizumab 18 354 −2984, 39 692 .09
Period (late = 1) −50 −661, 562 .86
Tocilizumab * period interaction −14 319 −33 879, 5241 .14
Constant 1329 808, 1850 <.001
Ferritin (ng/mL)
Tocilizumab −9.5 −1137, 1118 .99
Period (late = 1) −51 −1558, 1456 .94
Tocilizumab * period interaction −162 −1748, 1424 .83
Constant 1803 747, 2860 .003
Platelets (1000/mm3)
Tocilizumab −43 −195, 108 .54
Period (late = 1) −50 −121, 21 .15
Tocilizumab * period interaction 119 22, 216 .02
Constant 244 112, 377 .002
Lymphocytes (1000/mm3)
Tocilizumab −0.07 −0.40, 0.26 .65
Period (late = 1) 0.2 −0.14, 0.53 .22
Tocilizumab * period interaction 0.35 −0.20, 0.91 .19
Constant 0.56 00.30, 0.82 .001

The effect of tocilizumab was modeled independently for each laboratory parameter using ordinary least‐squares linear regression. The coefficient on tocilizumab estimates the differences between the treated and untreated patients at baseline. The coefficient on period estimates the effect of time across all patients. The coefficient on the interaction estimates the effect of treatment. Each row presents a coefficient along with its 95% confidence interval and associated P value.

4. DISCUSSION

Although this was a small nonrandomized preliminary study of patients with severe COVID‐19, the findings were nonetheless striking for the rapid reversal of thromboinflammatory biomarkers following a single dose of tocilizumab. These included rapid reductions in CRP and d‐dimer and gradual rises in platelet and lymphocyte counts. These findings underscore the possibility that many aspects of severe COVID‐19, especially coagulopathy, may be secondary to an excessive immune response to SARS‐CoV‐2.

Particularly striking was the rapid decline in elevated d‐dimer in patients with severe COVID‐19 following a single dose of tocilizumab. Coagulopathy is now appreciated as a significant component of morbidity in COVID‐19, 1 , 2 , 3 and this may be due to pulmonary vascular endotheliopathy and deposition of fibrin thrombi in small and large vessels of the lung. 19 There is also a high risk of venous thromboembolism, which can be predicted by admission elevation of d‐dimer 20 IL‐6–mediated activation of mononuclear cells to express tissue factor may lead to significant activation of the coagulation cascade and thrombin generation in these patients. 16 Previous studies observed that IL‐6 blockade may block tissue factor–induced thrombin generation and fibrin formation, which would be expected to lead to a decrease in fibrin degradation products such as d‐dimer. 16

Because tocilizumab was considered as compassionate care for these patients with severe COVID‐19, all patients were already on mechanical ventilation. Nonetheless, the rapid reversal of several laboratory abnormalities, particularly evidence of coagulopathy with resolution of d‐dimer elevations in this setting of critical illness, suggests that this treatment deserves study earlier in the disease course, with a hypothesis that it could reduce macro‐ and microthrombi and subsequent pulmonary failure. Such studies should include careful translational biology studies to assess biomarker responses and, given the marked reduction of d‐dimer (a venous thrombosis risk factor) 21 with tocilizumab, evaluate thrombosis outcomes secondarily. The Global COVID‐19 Thrombosis Collaborative Group suggested that treatment interventions be adapted across the course of severity of infection, 22 and a recently proposed staging paradigm for coagulopathy in COVID‐19 might provide a useful framework for patient classification for such trials. 23 A parallel example to this is the rapid emergence of trials of full‐intensity heparin treatment in medical ward patients to try to prevent pulmonary deterioration, after findings in critical illness suggested possible benefit (NCT04362085).

Severe COVID‐19 has close parallels with a number of seemingly disparate syndromes that might all be classified as hyperinflammatory disorders. CAR‐T therapy exposes patients to a large number of T cells that become activated upon contact with targeted tumor cells, often resulting in an inflammatory syndrome that includes hypercoagulation and even acute respiratory distress syndromes. 10 , 11 , 12 A disorder possibly related mechanistically is toxic shock syndrome, a multiorgan inflammatory syndrome occasionally seen in young women. 24 In these cases, tampons infected withStaphylococcus release an enterotoxin that acts as a superantigen by binding both the major histocompatibility complex class II molecule and the β‐chain of several T‐cell receptors. 25 This activates a significant portion of the T‐cell repertoire, similar to CAR‐T therapy, resulting in injury to many organs, including skin, liver, and lung, also with coagulopathy and sometimes acute respiratory distress syndrome. 24 How this might lead to elevation of cytokines, such as IL‐6, is less clear. One possibility is that the cytolytic activity of the activated T cells results in lysis of tumors and normal tissues with the release of cellular components known as damage‐associated molecular patterns that strongly activate the innate immune response, including macrophages, with release of IL‐1, TNF, and IL‐6, among other cytokines and chemokines. In addition, lung epithelium is a source of IL‐6, 26 which could be released during lung damage in all of these disorders. In this regard, it is of some interest to note that individuals with HIV and low T‐cell counts have been noted to have fewer severe cases among those who contract COVID‐19. 27

An additional parallel can be made between severe COVID‐19 and hemophagocytic lymphohistiocytosis (HLH). HLH is a severe inflammatory syndrome characterized by fever, hepatitis, spleen and lymph node enlargement, and pancytopenia. 28 , 29 It is often observed secondary to certain viral infections as well as autoimmune syndromes such as juvenile inflammatory arthritis. 28 An additional laboratory characteristic is elevated ferritin, which we observed in our severe COVID‐19 cases. HLH is likely the result of T‐cell activation that produces cytokines that activate macrophages to become highly phagocytic. 28 , 29 Consequently, anticytokine therapy has also been used to treat HLH, including IL‐1 blockade with anakinra and JAK inhibitors. These agents are currently in clinical trials for patients with COVID‐19 (NCT04377620).

In conclusion, compassionate use tocilizumab treatment in patients with severe COVID‐19 reduced coagulation activation and inflammation, supporting the tight linkage between inflammation and thrombosis in these patients.

RELATIONSHIP DISCLOSURE

The authors declare no conflict of interest.

AUTHOR CONTRIBUTIONS

RCB was the main investigator selecting patients eligible for tocilizumab infusion and prescribed the medication after institutional review board approval. BL, MC, and MG assisted RCB in analyzing the laboratory data, reviewing the most updated literature on COVID‐19 coagulopathy, and contributed to the writing of the article.

Gergi M, Cushman M, Littenberg B, Budd RC. Thromboinflammation response to tocilizumab in COVID‐19. Res Pract Thromb Haemost 2020;4:1262–1268. 10.1002/rth2.12436

Handling Editor: Suzanne Cannegieter

Funding informationThe authors had funding support from P20 GM135007 (MC) and P30 GM118228 (RB).

Contributor Information

Mansour Gergi, Email: Mansour.Gergi@uvmhealth.org, @Mansourgergi.

Mary Cushman, @MaryCushmanMD.

Benjamin Littenberg, @Littenberg.

REFERENCES

  • 1. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Clinical course and risk factors for mortality of adult inpatients with COVID‐19 in Wuhan, China: a retrospective cohort study. Lancet. 2020;395:1054–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Wang D, Hu B, Hu C, Zhu F, Liu X, Zhang J, et al. Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus‐infected pneumonia in Wuhan, China. JAMA. 2020;323(11):1061. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Grasselli G, Zangrillo A, Zanella A, Antonelli M, Cabrini L, Castelli A, et al. Baseline characteristics and outcomes of 1591 patients infected with SARS‐CoV‐2 admitted to ICUs of the Lombardy Region, Italy. JAMA. 2020;323(16):1574. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Blanco‐Melo D, Nilsson‐Payant BE, Liu WC, Uhl S, Hoagland D, Moller R, et al. Imbalanced host response to SARS‐CoV‐2 drives development of COVID‐19. Cell. 2020;181(5):1036–45.e9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Okabayashi T, Kariwa H, Yokota S, Iki S, Indoh T, Yokosawa N, et al. Cytokine regulation in SARS coronavirus infection compared to other respiratory virus infections. J Med Virol. 2006;78:417–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Mahallawi WH, Khabour OF, Zhang Q, Makhdoum HM, Suliman BA. MERS‐CoV infection in humans is associated with a pro‐inflammatory Th1 and Th17 cytokine profile. Cytokine. 2018;104:8–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. de Wit E, Siegers JY, Cronin JM, Weatherman S, van den Brand JM, Leijten LM, et al. 1918 H1N1 influenza virus replicates and induces proinflammatory cytokine responses in extrarespiratory tissues of ferrets. J Infect Dis. 2018;217:1237–46. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Yuen CK, Lam JY, Wong WM, Mak LF, Wang X, Chu H, et al. SARS‐CoV‐2 nsp13, nsp14, nsp15 and orf6 function as potent interferon antagonists. Emerg Microbes Infect. 2020;9(1):1418–28. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Xu X, Han M, Li T, Sun W, Wang D, Fu B, et al. Effective treatment of severe COVID‐19 patients with tocilizumab. Proc Natl Acad Sci U S A. 2020;117:10970–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Grupp SA, Kalos M, Barrett D, Aplenc R, Porter DL, Rheingold SR, et al. Chimeric antigen receptor‐modified T cells for acute lymphoid leukemia. N Engl J Med. 2013;368:1509–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11. Teachey DT, Rheingold SR, Maude SL, Zugmaier G, Barrett DM, Seif AE, et al. Cytokine release syndrome after blinatumomab treatment related to abnormal macrophage activation and ameliorated with cytokine‐directed therapy. Blood. 2013;121:5154–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Maude SL, Barrett D, Teachey DT, Grupp SA. Managing cytokine release syndrome associated with novel T cell‐engaging therapies. Cancer J. 2014;20:119–22. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13. Heinrich PC, Behrmann I, Haan S, Hermanns HM, Muller‐Newen G, Schaper F. Principles of interleukin (IL)‐6‐type cytokine signalling and its regulation. Biochem J. 2003;374:1–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Kang S, Tanaka T, Narazaki M, Kishimoto T. Targeting interleukin‐6 signaling in clinic. Immunity. 2019;50:1007–23. [DOI] [PubMed] [Google Scholar]
  • 15. Marabelle A, Le DT, Ascierto PA, Di Giacomo AM, De Jesus‐Acosta A, Delord JP, et al. Efficacy of pembrolizumab in patients with noncolorectal high microsatellite instability/mismatch repair‐deficient cancer: results from the phase II KEYNOTE‐158 study. J Clin Oncol. 2020;38(1):1–10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16. Levi M, van der Poll T, ten Cate H, van Deventer SJ. The cytokine‐mediated imbalance between coagulant and anticoagulant mechanisms in sepsis and endotoxaemia. Eur J Clin Invest. 1997;27:3–9. [DOI] [PubMed] [Google Scholar]
  • 17. Vargas‐Vargas M, Cortes‐Rojo C. Ferritin levels and COVID‐19. Rev Panam Salud Publica. 2020;44:e72. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18. Rogers W. Regression standard errors in clustered samples. Stata Tech Bull. 1993;13:19–23. [Google Scholar]
  • 19. Xu Z, Shi L, Wang Y, Zhang J, Huang L, Zhang C, et al. Pathological findings of COVID‐19 associated with acute respiratory distress syndrome. Lancet Respir Med. 2020;8:420–2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Al‐Samkari H, Karp Leaf RS, Dzik WH, Carlson JC, Fogerty AE, Waheed A, et al. COVID and coagulation: bleeding and thrombotic manifestations of SARS‐CoV2 infection. Blood. 2020;136(4):489–500. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21. Cushman M, Folsom AR, Wang L, Aleksic N, Rosamond WD, Tracy RP, et al. Fibrin fragment d‐dimer and the risk of future venous thrombosis. Blood. 2003;101:1243–8. [DOI] [PubMed] [Google Scholar]
  • 22. Bikdeli B, Madhavan MV, Gupta A, Jimenez D, Burton JR, Der Nigoghossian C, et al. Pharmacological agents targeting thromboinflammation in COVID‐19: review and implications for future research. Thromb Haemost. 2020;120(07):1004–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Thachil J, Cushman M, Srivastava A. A Proposal for staging COVID‐19 coagulopathy. Res Pract Thromb Haemost. 2020;4(5):731–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Gottlieb M, Long B, Koyfman A. The evaluation and management of toxic shock syndrome in the emergency department: a review of the literature. J Emerg Med. 2018;54:807–14. [DOI] [PubMed] [Google Scholar]
  • 25. Kulhankova K, King J, Salgado‐Pabon W. Staphylococcal toxic shock syndrome: superantigen‐mediated enhancement of endotoxin shock and adaptive immune suppression. Immunol Res. 2014;59:182–7. [DOI] [PubMed] [Google Scholar]
  • 26. Neveu WA, Allard JL, Raymond DM, Bourassa LM, Burns SM, Bunn JY, et al. Elevation of IL‐6 in the allergic asthmatic airway is independent of inflammation but associates with loss of central airway function. Respir Res. 2010;11:28. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Blanco JL, Ambrosioni J, Garcia F, Martinez E, Soriano A, Mallolas J, et al. COVID‐19 in patients with HIV: clinical case series. Lancet HIV. 2020;7:e314–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Brito‐Zerón P, Bosch X, Pérez‐de‐Lis M, Pérez‐Álvarez R, Fraile G, Gheitasi H, et al. Infection is the major trigger of hemophagocytic syndrome in adult patients treated with biological therapies. Semin Arthritis Rheum. 2016;45:391–9. [DOI] [PubMed] [Google Scholar]
  • 29. Ramos‐Casals M, Brito‐Zeron P, Lopez‐Guillermo A, Khamashta MA, Bosch X. Adult haemophagocytic syndrome. Lancet. 2014;383:1503–16. [DOI] [PubMed] [Google Scholar]

Articles from Research and Practice in Thrombosis and Haemostasis are provided here courtesy of Elsevier

RESOURCES