Literature DB >> 32839867

Anticoagulation use and Hemorrhagic Stroke in SARS-CoV-2 Patients Treated at a New York Healthcare System.

Alexandra Kvernland1,2, Arooshi Kumar3, Shadi Yaghi3, Eytan Raz4, Jennifer Frontera3,5, Ariane Lewis3,5, Barry Czeisler3,5, D Ethan Kahn3,5, Ting Zhou3,5, Koto Ishida3, Jose Torres3, Howard A Riina5, Maksim Shapiro4, Erez Nossek5, Peter K Nelson4,5, Omar Tanweer5, David Gordon5, Rajan Jain4,5, Seena Dehkharghani4, Nils Henninger6, Adam de Havenon7, Brian Mac Grory8, Aaron Lord3,5, Kara Melmed3,5.   

Abstract

BACKGROUND AND
PURPOSE: While the thrombotic complications of COVID-19 have been well described, there are limited data on clinically significant bleeding complications including hemorrhagic stroke. The clinical characteristics, underlying stroke mechanism, and outcomes in this particular subset of patients are especially salient as therapeutic anticoagulation becomes increasingly common in the treatment and prevention of thrombotic complications of COVID-19.
METHODS: We conducted a retrospective cohort study of patients with hemorrhagic stroke (both non-traumatic intracerebral hemorrhage and spontaneous non-aneurysmal subarachnoid hemorrhage) who were hospitalized between March 1, 2020, and May 15, 2020, within a major healthcare system in New York, during the coronavirus pandemic. Patients with hemorrhagic stroke on admission and who developed hemorrhage during hospitalization were both included. We compared the clinical characteristics of patients with hemorrhagic stroke and COVID-19 to those without COVID-19 admitted to our hospital system between March 1, 2020, and May 15, 2020 (contemporary controls), and March 1, 2019, and May 15, 2019 (historical controls). Demographic variables and clinical characteristics between the individual groups were compared using Fischer's exact test for categorical variables and nonparametric test for continuous variables. We adjusted for multiple comparisons using the Bonferroni method.
RESULTS: During the study period in 2020, out of 4071 patients who were hospitalized with COVID-19, we identified 19 (0.5%) with hemorrhagic stroke. Of all COVID-19 with hemorrhagic stroke, only three had isolated non-aneurysmal SAH with no associated intraparenchymal hemorrhage. Among hemorrhagic stroke in patients with COVID-19, coagulopathy was the most common etiology (73.7%); empiric anticoagulation was started in 89.5% of these patients versus 4.2% in contemporary controls (p ≤ .001) and 10.0% in historical controls (p ≤ .001). Compared to contemporary and historical controls, patients with COVID-19 had higher initial NIHSS scores, INR, PTT, and fibrinogen levels. Patients with COVID-19 also had higher rates of in-hospital mortality (84.6% vs. 4.6%, p ≤ 0.001). Sensitivity analyses excluding patients with strictly subarachnoid hemorrhage yielded similar results.
CONCLUSION: We observed an overall low rate of imaging-confirmed hemorrhagic stroke among patients hospitalized with COVID-19. Most hemorrhages in patients with COVID-19 infection occurred in the setting of therapeutic anticoagulation and were associated with increased mortality. Further studies are needed to evaluate the safety and efficacy of therapeutic anticoagulation in patients with COVID-19.

Entities:  

Keywords:  COVID-19; Coagulopathy; Coronavirus; Hemorrhagic stroke; Intracerebral hemorrhage; Pandemic; Subarachnoid hemorrhage

Mesh:

Substances:

Year:  2020        PMID: 32839867      PMCID: PMC7444897          DOI: 10.1007/s12028-020-01077-0

Source DB:  PubMed          Journal:  Neurocrit Care        ISSN: 1541-6933            Impact factor:   3.210


Introduction

Coronavirus disease 2019 (COVID-19) is an international pandemic, caused by the severe acute respiratory syndrome CoV-2 coronavirus (SARS-CoV-2). As of May 22, 2020, over 1.5 million people in the USA have been infected with the virus, and over 95,000 have died as per the Center for Disease Control [1]. In New York State, over 350,000 people have contracted the disease and more than 29,000 have died [1]. Based on these statistics, New York State currently accounts for approximately 30% of all COVID-19-related deaths reported thus far in the USA. While there have been some observational studies identifying cerebrovascular disease as a clinical manifestation of COVID-19, hemorrhagic stroke has not been well studied in this population [2-8]. A recent study characterized 33 COVID-19-positive patients with hemorrhagic stroke at our institution as parenchymal with mass effect and herniation (15.2%), punctate (25%), and small- to moderate-sized (60.7%) and large hemorrhages without evidence of herniation (14.3%), but this study included patients with hemorrhagic transformation of ischemic infarcts and did not include a comparator group [2]. Identifying factors associated with hemorrhagic stroke in patients with COVID-19 can facilitate understanding of the mechanisms contributing to hemorrhagic stroke and assist in bleed prevention, diagnosis, and management. As many intensive care units are developing empiric anticoagulation protocols to address the hypercoagulable state associated with COVID-19, understanding the mechanisms predisposing patients to bleeding is imperative. Moreover, there are limited data on the incidence of hemorrhagic stroke patients with COVID-19. In this study, we aim to characterize hemorrhagic stroke in patients with COVID-19 from a large healthcare system with a diverse patient population in the New York metropolitan area and compare these parameters to those of both contemporary and historical controls without COVID-19. We expand upon previous studies from our institution [2] over a larger time period with the addition of the comparator groups.

Methods

Study Population

Institutional review board approval was obtained from NYU Langone Health, and informed consent was waived. Data from the study are available for sharing upon reasonable request to the corresponding author. This is a retrospective observational study including all consecutive patients with radiologic confirmation of acute hemorrhagic stroke during the specified time frame patients admitted to one of three comprehensive stroke centers in New York: NYU Langone Manhattan, NYU Langone Brooklyn (Sunset Park, Brooklyn), and NYU Langone Winthrop (Mineola, Long Island) with hemorrhagic stroke (intracerebral hemorrhage (ICH) or non-aneurysmal subarachnoid hemorrhage (SAH)) hospitalized between March 1, 2020, and May 15, 2020. Patients with hemorrhagic stroke on admission and who developed hemorrhage during hospitalization were both included. Patients with positive reverse-transcriptase polymerase chain reaction (RT-PCR) SARS-CoV-2 test were included in the study group. Patients with negative RT-PCR SARSCoV-2 were included in the contemporary control group. We included consecutive patients from NYU Langone Manhattan and NYU Langone Brooklyn who were discharged with a diagnosis of non-traumatic acute hemorrhagic stroke (ICH and SAH) between March 1, 2019, and May 15, 2019, as a historical control group. Patients with confirmed hemorrhagic transformation of ischemic stroke, traumatic intracranial hemorrhage, or aneurysmal SAH were excluded from this study.

Stroke Assessment and Classification

Patients underwent a standard diagnostic evaluation including brain imaging and intracranial vascular imaging for clinical purposes. Hemorrhagic stroke was classified as either ICH or non-aneurysmal SAH. Bleed etiology was classified as secondary to hypertension, brain metastases, coagulopathy, vascular abnormality (arteriovenous malformation), other (including cerebral amyloid angiopathy), or unknown. ICH location was defined as primarily deep, primarily cortical, deep and cortical, or multifocal. Size of hemorrhage was calculated by two independent adjudicators using the ABC/2 method [9]. ICH score was calculated for primary intracerebral hemorrhages [10].

Study Variables

We abstracted demographic, clinical, laboratory, and imaging variables, in-hospital events and treatments, and discharge outcomes from the medical records of all study patients. Demographic variables included age, sex, and race/ethnicity. Clinical variables included history of hypertension, diabetes mellitus, hyperlipidemia, atrial fibrillation, prior intracerebral hemorrhage, home medications (including antiplatelets and anticoagulants), presenting symptoms, initial National Institutes of Health Stroke Scale (NIHSS) score, date of likely stroke symptom onset (based on last known well or abstractors’ clinical judgment), ICH score, and the systolic blood pressure (closest to the time of hemorrhagic stroke diagnosis). Laboratory variables were obtained closest to the time of hemorrhagic stroke diagnosis and included platelet count, D-dimer level, C-reactive protein level, international normalized ratio (INR), prothrombin time (PT), activated partial thromboplastin time (aPTT), and fibrinogen. Neutrophil-to-lymphocyte ratio (NLR) was calculated by dividing absolute neutrophil count by absolute lymphocyte count on the complete blood count differential. Imaging variables included location of hemorrhage (deep, cortical, deep and cortical, or multifocal), volume of ICH (in cubic centimeters), and presence or absence of intraventricular hemorrhage. In-hospital events and treatments included use of anticoagulant therapy, mechanical ventilation, interval between initiation of anticoagulation or antiplatelet therapy and onset of hemorrhagic stroke (in days), and seizure. Discharge outcome was in-hospital mortality.

COVID-19 Screening and Diagnosis

Evaluation for all patients at first provider contact included history of recent COVID-19 exposure, history of symptoms associated with COVID-19, and a chest x-ray. Patients with a positive screen underwent formal testing using a RT-PCR SARS-CoV-2 test with a nasopharyngeal swab. This test established COVID-19 status as either positive or negative.

Statistical analysis

We divided patients into three groups: Group A included patients with hemorrhagic stroke and COVID-19 (cases), group B included contemporary patients with hemorrhagic stroke without COVID-19 (contemporary controls), and group C included historical patients with hemorrhagic stroke without COVID-19 over the same time frame (historical controls). We compared demographic variables and clinical characteristics between the individual groups using Fischer’s exact test for categorical variables and nonparametric test for continuous variables. We adjusted for multiple comparisons using the Bonferonni method. Analysis was performed using SPSS version 25.0 (Chicago, IL), and a two-sided p < 0.05 was considered significant.

Results

Characteristics of Patients with COVID-19 and Hemorrhagic Stroke

Among a total of 4071 patients who were hospitalized with confirmed COVID-19 during the study period, we identified 34 patients with hemorrhagic stroke; 15 of these were excluded due to a definitive diagnosis of hemorrhagic transformation of ischemic stroke and 19 (0.5%) were included (Fig. 1). A clinical summary of all COVID-19 patients with hemorrhagic stroke is included in Table 1. The median age of patients with COVID-19-associated hemorrhagic stroke was 60 years; 78.9% were men. Prior to diagnosis of hemorrhagic stroke, these patients were empirically started on the following treatments: hydroxychloroquine (73.6%; 14/19), interleukin-6 inhibitor (26.3%; 5/19), and lopinavir/ritonavir (5.26%; 1/19). Patients with COVID-19 and hemorrhagic stroke were critically ill; 84.2% required mechanical ventilation; and the mortality rate at hospital discharge was 84.6% and, at the time of last follow-up, was 57.9%. Of all COVID-19 with hemorrhagic stroke, only three had isolated non-aneurysmal SAH with no associated intraparenchymal hemorrhage. Coagulopathy was the most common etiology of hemorrhagic stroke in patients with COVID-19 at 73.7%. Two patients were not on any anticoagulation prior to hemorrhage. Of the 17 COVID-19 patients on anticoagulation, the goal intensity was full therapeutic range. While on anticoagulation therapy and within 5 days prior to hemorrhagic stroke diagnosis 58.8% (10/17) were supratherapeutic, 29.4% (5/17) were consistently in therapeutic range, and 11.8% (2/17) were at some point therapeutic range but subtherapeutic just prior to diagnosis. The indication for anticoagulation was suspected COVID-19 hypercoagulability based on our internal protocol in 64.7% (11/17) patients. All other indications are summarized in Table 1. No patients across any cohort had history of SAH, and only one patient in the historical control group had history of ischemic stroke.
Fig. 1

The number of COVID-19 hospitalizations and hemorrhagic strokes during the study period. a Overall number of COVID-19 hospitalizations in all of NYC hospitalizations. b The number of COVID-19 hospitalizations at NYU Langone Health System over the study period. c Number of COVID-19 patients diagnosed with hemorrhagic stroke. d Time graph of point at which anticoagulation was started and when hemorrhagic stroke was diagnosed

Table 1

Characteristics of COVID-19-Positive Patients with Hemorrhagic stroke

Clinical characteristics days from COVID-19 symptoms to CT scanAnticoagulation prior to ICHCOVID-19 treatment prior to ICH identificationLaboratory values closest to time of ICHNeuroimaging and vascular imaging findingsICH etiologyOutcome
Patient 1

60 s with HTN, DM2, HLD, mitral, and aortic valve replacements on warfarin

0 d

Home warfarinNone

Platelets 273

D-dimer 980

INR 3.0

PTT 43

Fibrinogen 464

CRP 10.8

R frontoparietal IPH (~ 10 cc) with associated IVH and SAHCoagulopathyDeath
Patient 2

30 s with ETOH abuse and active smoking

0 d

NoneNone

Platelets 46

D-dimer 2138

INR 1.3

PTT 35

CRP 55.6

R frontoparietal IPH (~ 130 cc) with transtentorial herniationUnknownRemains hospitalized
Patient 3

50 s with AF on warfarin

0 d

Home warfarinNone

Platelets 77

D-dimer 231

INR 9

PTT 133.7

Fibrinogen 334

CRP 10.8

L temporal IPH (~ 40 cc) with IVH, SAH, and uncal herniationCoagulopathyRemains hospitalized
Patient 4

40 s with HLD started on a/c for captured AF and suspected COVID-19 hypercoagulability

25 d

Heparin drip (7 d)

Lopinavir/ritonavir

Hydroxychloroquine

Azithromycin

Platelets 279

D-dimer 2804

INR 1.2

PTT 37.5

Fibrinogen 785

CRP 222

L subcortical gray–white matter junction punctate hemorrhagesUnknownDeath
Patient 5

60 s with no known medical history started on a/c for suspected PE and COVID-19 hypercoagulability

18 d

Heparin drip (18 d)

Azithromycin

Nitazoxanide

Platelets 414

D-dimer 3320

INR 1.2

PTT 37.7

Fibrinogen 585

CRP 89.3

Multifocal cortical punctate hemorrhagesCoagulopathyDeath
Patient 6

40 s with DM2 started on a/c for suspected COVID-19 hypercoagulability

35 d

Full-dose enoxaparin (7 d)

Azithromycin

Hydroxychloroquine

Nitazoxanide

Platelets 563

D-dimer 506

INR 1.2

CRP 143

L parietal IPH (~ 10 cc)UnknownAcute rehabilitation
Patient 7

70 s with HTN, CAD, and prior smoking history started on a/c for suspected COVID-19 hypercoagulability

18 d

Heparin drip (11 d)

Azithromycin

Hydroxychloroquine

Methylprednisone

Platelets 363

D-dimer 4488

INR 1.4

PTT 77

Fibrinogen 887

CRP 415.9

Deep and L cortical IPH (~ 140 cc) with IVH and SAHCoagulopathyDeath
Patient 8

60 s with CHF and active cancer

2 d

None

Hydroxychloroquine

Azithromycin

Zinc sulfate

Platelets 21

D-dimer 4488

INR 1.8

PTT 41.9

CRP 11.4

L parieto-occipital IPH (~ 10 cc) with IVHCoagulopathyDeath
Patient 9

50 s with HTN, DM2, and HLD started on a/c for DVT

20 d

Heparin drip (14 d)

Hydroxychloroquine

Azithromycin

Platelets 147

D-dimer 1791

INR 1.2

PTT 41.3

CRP 136.9

Large bilateral cerebellar hemorrhages (~ 65 cc) with IVH with upward transtentorial herniationCoagulopathyDeath
Patient 10

60 s with HTN, CAD, and HLD started on a/c for suspected COVID-19 hypercoagulability

26 d

Heparin drip (10 d)

Hydroxychloroquine

Azithromycin

Nitazoxanide

Zinc sulfate

Hydrocortisone

Platelets 219

D-dimer 3527

INR 1.0

PTT 61.1

Fibrinogen 713

CRP 44.2

Multifocal IPH with SAH and IVHCoagulopathyDeath
Patient 11

30 s with DM2 started on a/c for COVID-19 hypercoagulability

27 d

Heparin drip (20 d)

Hydroxychloroquine

Azithromycin

Nitazoxanide

Hydrocortisone

Platelets 53

D-dimer 5665

INR 6.2

PTT > 200

Fibrinogen 980

CRP 307

Bilateral cerebellar hemorrhages with SAH and IVHCoagulopathyDeath
Patient 12

60 s with no known medical history started on a/c for DVT

12 d

Heparin drip (8 d)

Hydroxychloroquine

Azithromycin

Hydrocortisone

Platelets 145

D-dimer 733

INR 1.1

PTT 80.2

Fibrinogen 648

CRP 61.1

Multifocal cortical hemorrhage with IVHHemorrhagic conversion of anoxic injury or undetected ischemic strokesDeath
Patient 13

50 s with no known medical history started on a/c for suspected COVID-19 hypercoagulability

17d

Heparin drip (3 d)

Anakinra

Methylprednisone

Platelets 68

D-dimer 1742

INR 2.7

PTT 34.7

Fibrinogen 581

CRP 38.1

Mild multifocal SAH with IVHCoagulopathyRemains hospitalized
Patient 14

70 s with no known medical history started on a/c for suspected COVID-19 hypercoagulability

16d

Heparin to argatroban drip (10 d)

Tocilizumab

Hydroxychloroquine

Azithromycin

Zinc Sulfate

Methylprednisone

Platelets 228

D-dimer 2622

INR 1.26

PTT 98.3

Fibrinogen 700

CRP 62.7

Multifocal small cortical hemorrhagesCoagulopathyRemains hospitalized
Patient 15

60 s with HIV (undetectable viral load) started on a/c for DVT and PE

17d

Heparin drip (11 d)

Sarilumab

Hydroxychloroquine

Azithromycin

Platelets 400

D-dimer 3230

INR 1.5

PTT 68.6

Fibrinogen 568

CRP 37.6

R temporal IPH (1 cc) with small venous developmental anomalyCavernous malformationDischarged to home
Patient 16

50 s with HTN, DM2, CAD, HLD, CHF, CKD, and seizure disorder started on a/c for suspected COVID-19 hypercoagulability

15d

Heparin drip (10 d)

Clazakizumab

Remdesivir versus placebo

Hydroxychloroquine

Azithromycin

Hydrocortisone

Platelets 124

D-dimer 1506

INR 2.1

PTT > 200

Fibrinogen 434

CRP 118.6

Multifocal non-aneurysmal supratentorial SAHCoagulopathyDeath
Patient 17

60 s with HTN and HLD started on a/c for PE

19 d

Full-dose enoxaparin (19 d)

Tocilizumab

Hydroxychloroquine

Azithromycin

Zinc sulfate

Hydrocortisone

Platelets 335

D-dimer 2484

INR 1.3

PTT 27.3

Fibrinogen 700

CRP 104.9

Multifocal small cortical hemorrhagesCoagulopathyRemains hospitalized
Patient 18

60 s with HTN started on a/c for captured AF and COVID-19 hypercoagulability

22d

Heparin drip (17 d)

Hydroxychloroquine

Azithromycin

Platelets 162

D-dimer 21,995

INR 3.1

PTT 93.3

Fibrinogen 669

CRP 149.3

Punctate R frontal cortical hemorrhageCoagulopathyDeath
Patient 19

60 s with HTN, DM2, and HLD started on a/c for suspected COVID-19 hypercoagulability

15 d

Heparin drip (14 d)

Tocilizumab

Hydroxychloroquine

Azithromycin

Prednisone

Platelets 112

D-dimer 987

INR 1.3

PTT 77

Fibrinogen 987

CRP 165.8

Non-aneurysmal R frontal SAHCoagulopathyRemains hospitalized

; a/c, anticoagulation; AF, atrial fibrillation; cc, cubic centimeters; CAD, coronary artery disease; CHF, congestive heart failure; CKD, chronic kidney disease; COVID-19, coronavirus disease 2019; CRP, C-reactive protein measured in ng/mL D-dimer is measured in ng/mL, fibrinogen in mg/dL; DM2, diabetes mellitus type 2; HIV, human immunodeficiency virus; HLD, hyperlipidemia; HTN, hypertension; ICH, intracerebral hemorrhage; INR, international normalized ratio; IPH, intraparenchymal hemorrhage; IVH, intraventricular hemorrhage; PTT, partial thromboplastin time measured in seconds; SAH, subarachnoid hemorrhage

The number of COVID-19 hospitalizations and hemorrhagic strokes during the study period. a Overall number of COVID-19 hospitalizations in all of NYC hospitalizations. b The number of COVID-19 hospitalizations at NYU Langone Health System over the study period. c Number of COVID-19 patients diagnosed with hemorrhagic stroke. d Time graph of point at which anticoagulation was started and when hemorrhagic stroke was diagnosed Characteristics of COVID-19-Positive Patients with Hemorrhagic stroke 60 s with HTN, DM2, HLD, mitral, and aortic valve replacements on warfarin 0 d Platelets 273 D-dimer 980 INR 3.0 PTT 43 Fibrinogen 464 CRP 10.8 30 s with ETOH abuse and active smoking 0 d Platelets 46 D-dimer 2138 INR 1.3 PTT 35 CRP 55.6 50 s with AF on warfarin 0 d Platelets 77 D-dimer 231 INR 9 PTT 133.7 Fibrinogen 334 CRP 10.8 40 s with HLD started on a/c for captured AF and suspected COVID-19 hypercoagulability 25 d Lopinavir/ritonavir Hydroxychloroquine Azithromycin Platelets 279 D-dimer 2804 INR 1.2 PTT 37.5 Fibrinogen 785 CRP 222 60 s with no known medical history started on a/c for suspected PE and COVID-19 hypercoagulability 18 d Azithromycin Nitazoxanide Platelets 414 D-dimer 3320 INR 1.2 PTT 37.7 Fibrinogen 585 CRP 89.3 40 s with DM2 started on a/c for suspected COVID-19 hypercoagulability 35 d Azithromycin Hydroxychloroquine Nitazoxanide Platelets 563 D-dimer 506 INR 1.2 CRP 143 70 s with HTN, CAD, and prior smoking history started on a/c for suspected COVID-19 hypercoagulability 18 d Azithromycin Hydroxychloroquine Methylprednisone Platelets 363 D-dimer 4488 INR 1.4 PTT 77 Fibrinogen 887 CRP 415.9 60 s with CHF and active cancer 2 d Hydroxychloroquine Azithromycin Zinc sulfate Platelets 21 D-dimer 4488 INR 1.8 PTT 41.9 CRP 11.4 50 s with HTN, DM2, and HLD started on a/c for DVT 20 d Hydroxychloroquine Azithromycin Platelets 147 D-dimer 1791 INR 1.2 PTT 41.3 CRP 136.9 60 s with HTN, CAD, and HLD started on a/c for suspected COVID-19 hypercoagulability 26 d Hydroxychloroquine Azithromycin Nitazoxanide Zinc sulfate Hydrocortisone Platelets 219 D-dimer 3527 INR 1.0 PTT 61.1 Fibrinogen 713 CRP 44.2 30 s with DM2 started on a/c for COVID-19 hypercoagulability 27 d Hydroxychloroquine Azithromycin Nitazoxanide Hydrocortisone Platelets 53 D-dimer 5665 INR 6.2 PTT > 200 Fibrinogen 980 CRP 307 60 s with no known medical history started on a/c for DVT 12 d Hydroxychloroquine Azithromycin Hydrocortisone Platelets 145 D-dimer 733 INR 1.1 PTT 80.2 Fibrinogen 648 CRP 61.1 50 s with no known medical history started on a/c for suspected COVID-19 hypercoagulability 17d Anakinra Methylprednisone Platelets 68 D-dimer 1742 INR 2.7 PTT 34.7 Fibrinogen 581 CRP 38.1 70 s with no known medical history started on a/c for suspected COVID-19 hypercoagulability 16d Tocilizumab Hydroxychloroquine Azithromycin Zinc Sulfate Methylprednisone Platelets 228 D-dimer 2622 INR 1.26 PTT 98.3 Fibrinogen 700 CRP 62.7 60 s with HIV (undetectable viral load) started on a/c for DVT and PE 17d Sarilumab Hydroxychloroquine Azithromycin Platelets 400 D-dimer 3230 INR 1.5 PTT 68.6 Fibrinogen 568 CRP 37.6 50 s with HTN, DM2, CAD, HLD, CHF, CKD, and seizure disorder started on a/c for suspected COVID-19 hypercoagulability 15d Clazakizumab Remdesivir versus placebo Hydroxychloroquine Azithromycin Hydrocortisone Platelets 124 D-dimer 1506 INR 2.1 PTT > 200 Fibrinogen 434 CRP 118.6 60 s with HTN and HLD started on a/c for PE 19 d Tocilizumab Hydroxychloroquine Azithromycin Zinc sulfate Hydrocortisone Platelets 335 D-dimer 2484 INR 1.3 PTT 27.3 Fibrinogen 700 CRP 104.9 60 s with HTN started on a/c for captured AF and COVID-19 hypercoagulability 22d Hydroxychloroquine Azithromycin Platelets 162 D-dimer 21,995 INR 3.1 PTT 93.3 Fibrinogen 669 CRP 149.3 60 s with HTN, DM2, and HLD started on a/c for suspected COVID-19 hypercoagulability 15 d Tocilizumab Hydroxychloroquine Azithromycin Prednisone Platelets 112 D-dimer 987 INR 1.3 PTT 77 Fibrinogen 987 CRP 165.8 ; a/c, anticoagulation; AF, atrial fibrillation; cc, cubic centimeters; CAD, coronary artery disease; CHF, congestive heart failure; CKD, chronic kidney disease; COVID-19, coronavirus disease 2019; CRP, C-reactive protein measured in ng/mL D-dimer is measured in ng/mL, fibrinogen in mg/dL; DM2, diabetes mellitus type 2; HIV, human immunodeficiency virus; HLD, hyperlipidemia; HTN, hypertension; ICH, intracerebral hemorrhage; INR, international normalized ratio; IPH, intraparenchymal hemorrhage; IVH, intraventricular hemorrhage; PTT, partial thromboplastin time measured in seconds; SAH, subarachnoid hemorrhage

Univariate Analyses

The characteristics of patients with COVID-19 hemorrhagic stroke as compared to contemporary and history controls are summarized in Table 2. Compared to contemporary controls, patients with COVID-19 and hemorrhagic stroke had higher initial NIHSS scores [median (IQR) NIHSS score: 28 (23–30) vs. 13 (3–20), p ≤ 0.001)], were less likely to have strictly deep hemorrhage [6.25% vs. 56.0%, p = 0.002], and had lower systolic blood pressure (SBP) closest to time of ICH diagnosis [median (IQR) SBP: 133 (114–136) vs. 158 (140–176), p = 0.001]. These patients were more likely to have been on anticoagulation prior to diagnosis of hemorrhagic stroke [89.5% vs 4.2%, p = 0.001] (identified in Fig. 1D and depicted in Fig. 2) and had higher INR levels [median (IQR): 1.3 (1.2–2.7) vs. 1.1 (1.0–1.1), p ≤ 0.001], higher PTT levels [median (IQR): 64.9 (37.7–94.6) vs. 31.7 (28.7–37.1), p = 0.001], and higher fibrinogen levels [median (IQR): 669 (578–785) vs. 336 (249–422), p = 0.004] closest to time of ICH diagnosis. There was a higher rate of in-hospital mortality for patients with COVID-19 [84.6% vs. 4.6%, p ≤ 0.001]. Hypertension was the most common etiology for contemporary controls (45.8%).
Table 2

Demographic and Clinical Characteristics of Patients with Hemorrhagic Stroke and COVID-19 versus Contemporary and Historical Controls without COVID-19 infection

COVID-19 positive (A) (n = 19)Contemporary controls (B) (n = 24)Historical controls (C) (n = 20)p value (A vs. B)p value (A vs. C)
Age (median, IQR)60 (51–63)68 (49–74)59 (50–81)0.0730.863
Male (%)78.9% (15)66.7% (16)70.0% (14)0.5000.716
Hypertension (%)42.1% (8)70.8% (17)80.0% (16)0.0710.022
Diabetes Type 2(%)31.6% (6)29.2% (7)25.0% (5)1.0000.731
Hyperlipidemia (%)36.8% (7)25.0% (6)25.0% (5)0.5090.501
Atrial fibrillation (%)5.26% (1)12.5% (3)0% (0)0.618.487
Strictly deep intracerebral hemorrhage location6.25% (1/16)56.5% (13/23)62.5% (10/16)0.0020.002
Prior intracerebral hemorrhage (%)0% (0)16.7% (4)10.0% (2)0.1180.487
Antiplatelet therapy at home (%)21.1% (4)33.3% (8)30.0% (6)0.5000.716
Anticoagulation at home (%)10.5% (2)4.2% (1)10.0% (2)0.5751.000
Initial NIHSS score (median, IQR)28 (23–30)13 (3–20)6 (1–13) < 0.001 < 0.001
ICH score (median, IQR)2 (1–4)2 (1–3)1 (0 -1)0.9120.015
Anticoagulation prior to hemorrhagic stroke diagnosis (%)89.5 (17)4.2% (1)10.0% (2) < 0.001 < 0.001
Systolic blood pressure (median, IQR)133 (114–136)158 (140–176)157 (131–180) < 0.0010.006
Platelet count (median, IQR)162 (77–335)238 (189–263)251 (188–301)0.6320.415
INR (median, IQR)1.3 (1.2–2.7)1.1 (1.0–1.1)1.1 (1.0–1.2) < 0.001 < 0.001
PTT (median, IQR)64.9 (37.7–94.6)31.7 (28.7–37.1)31.9 (29.8–34.2)0.001 < 0.001
Fibrinogen (median, IQR)669 (578–785)336 (249–422)319 (292–397)0.0040.004
D-dimer level (median, IQR)2484 (987–3320)800 (307–3401)N/A0.160N/A
CRP level (median, IQR)89.3 (38.1–149.3)41.2 (3.3–132.8)N/A0.245N/A
Neutrophil-to-lymphocyte ratio (NLR)9.82 (5.39–15.30)6.73 (2.43–10.91)5.84 (2.31–11.77)0.2150.150
ICH volume (median cm, IQR)37.0 (9.1–98.7)11.0 (2.9–32.1)5.0 (1.9–43.5)0.7630.462
Intraventricular hemorrhage (%)36.8% (7)58.3% (14)40.0% (8)0.2231.000
ICH etiology (%) < 0.001 < 0.001
 Hypertension0% (0)45.8% (11)35.0% (7)
 Brain tumor0% (0)12.5% (3)0% (0)
 Vascular malformation5.26% (1)8.3% (2)15.0% (3)
 Coagulopathy73.7% (14)0% (0)5.0% (1)
 Other5.26% (1)8.3% (2)25.0% (5)
 Unknown15.8% (3)25.0% (6)20.0% (4)
In-hospital death (%)84.6% (11/13)4.6% (1/22)5.0% (1/20) < 0.001 < 0.001

COVID-19, coronavirus disease 2019; CRP, C-reactive protein measured in ng/mL; D-dimer is measured in ng/mL, fibrinogen in mg/dL; ICH, intracerebral hemorrhage; INR, international normalized ratio; IQR, interquartile range; NIHSS, National Institutes of Health Stroke Scale; PTT, partial thromboplastin time measured in seconds; SBP, systolic blood pressure

Fig. 2

Two patients with hemorrhagic stroke in the setting of coronavirus disease 2019 (COVID-19). The left column shows thoracic X-ray, and the right column shows brain non-contrast CT for both patients. CT demonstrates primarily peripheral, parenchymal hematomas in patient 1 (top row), including a large, dominant paramedian parietal hemorrhage on the right and generalized sulcal effacement and cerebral edema. Patient 2 (bottom row) demonstrates a solitary but large parenchymal hematoma in the perirolandic vertex of the right hemisphere with severe, unilateral sulcal effacement. Thoracic imaging in both patients revealed severe, multifocal airspace disease consistent with atypical pneumonia

Demographic and Clinical Characteristics of Patients with Hemorrhagic Stroke and COVID-19 versus Contemporary and Historical Controls without COVID-19 infection COVID-19, coronavirus disease 2019; CRP, C-reactive protein measured in ng/mL; D-dimer is measured in ng/mL, fibrinogen in mg/dL; ICH, intracerebral hemorrhage; INR, international normalized ratio; IQR, interquartile range; NIHSS, National Institutes of Health Stroke Scale; PTT, partial thromboplastin time measured in seconds; SBP, systolic blood pressure Two patients with hemorrhagic stroke in the setting of coronavirus disease 2019 (COVID-19). The left column shows thoracic X-ray, and the right column shows brain non-contrast CT for both patients. CT demonstrates primarily peripheral, parenchymal hematomas in patient 1 (top row), including a large, dominant paramedian parietal hemorrhage on the right and generalized sulcal effacement and cerebral edema. Patient 2 (bottom row) demonstrates a solitary but large parenchymal hematoma in the perirolandic vertex of the right hemisphere with severe, unilateral sulcal effacement. Thoracic imaging in both patients revealed severe, multifocal airspace disease consistent with atypical pneumonia Compared to historical controls, patients with COVID-19 and hemorrhagic stroke had higher initial NIHSS scores [median (IQR) NIHSS score: 28 (23–30) vs. 6 (1–13), p ≤ 0.001)] and higher ICH scores [median (IQR): 2 (1–4) vs. 2 (1–3), p = 0.015)]. They were less likely to have history of hypertension [42.1% vs. 80.0%, p = 0.022], were less likely to have strictly deep ICH [6.25% vs. 56.5%, p = 0.002], and had lower SBP closest to time of ICH diagnosis [median (IQR) SBP: 133 (114–136) vs. 157 (131–180), p = 0.006]. Patients with COVID-19 and hemorrhagic stroke were more likely to have been on anticoagulation prior to diagnosis of hemorrhagic stroke [89.5% vs 10.0%, p ≤ 0.001] and had higher INR levels [median (IQR): 1.3 (1.2–2.70) vs. 1.1 (1.0–1.2), p ≤ 0.001], PTT levels [median (IQR): 64.9 (37.7–94.6) vs. 31.9 (29.8–34.2), p ≤ 0.001], and fibrinogen levels [median (IQR): 669 (578–785) vs. 319 (292–397), p = 0.004] closest to the time of hemorrhagic stroke diagnosis. Patients with COVID-19 and hemorrhagic stroke had a higher rate of in-hospital mortality than historical controls [84.6% vs. 5.0%, p ≤ 0.001]. Hypertension was the most common etiology for historical controls (35.0%). Though patients with COVID-19 had higher median NLR ratios, there was no significant difference in NLR ratios when compared to either control group.

Sensitivity Analyses

In sensitivity analyses excluding strictly SAH patients when compared to contemporary controls, patients with COVID-19 and hemorrhagic stroke were more likely to be on anticoagulation therapy (90.9% vs. 5.0%, p < 0.001), were less likely to have strictly deep intraparenchymal hemorrhage (9.1% vs. 65.0%, p = 0.004), and had higher mortality at discharge (77.8% vs. 5.6%, p < 0.001). Furthermore, when compared to historical controls, patients with COVID-19 and hemorrhagic stroke were more likely to be on anticoagulation therapy (90.9% vs. 11.8%, p < 0.001), were less likely to have strictly deep intraparenchymal hemorrhage (9.1% vs. 71.4%, p = 0.004), and had higher mortality at discharge (77.8% vs. 5.9%, p < 0.001).

Discussion

Main Findings

Our study demonstrates that the risk of hemorrhagic stroke in patients hospitalized with COVID-19 infection is low. Coagulopathy in the setting of therapeutic anticoagulation use, as evidenced by elevated PTT and INR levels, may be a driving factor in patients with hemorrhagic stroke in the setting of COVID-19 (89.5%) when compared to contemporary controls (4.2%) and historical controls (10.0%). Strictly deep intracerebral hemorrhages were less common in patients with COVID-19 when compared to contemporary and historical controls, in line with the lower rate of hypertension and the lower systolic blood pressure at the time the hemorrhage was diagnosed.

Mechanisms of Hemorrhage

There are multiple possible mechanisms contributing to hemorrhagic stroke in patients with COVID-19. COVID-19 has been associated with modest decreases in platelet count, and prolonged prothrombin time. [11]. In addition, evidence suggests the overactivation of the fibrinolytic cascade in patients with COVID-19 [11]. In fact, patients with severe acute respiratory syndrome coronavirus (SARS-CoV-1) were reported to have increased tissue plasminogen activator and thrombomodulin plasma levels [12], both of which are associated with increased propensity for hemorrhagic complications. Therefore, it is possible that a coagulopathy in the setting of activation of intrinsic and extrinsic fibrinolytic processes predisposed these patients to hemorrhagic stroke. Most importantly, the majority of patients with COVID-19 (89.5%) in this study were started on full-dose anticoagulation per our internal protocol due to elevated D-dimer levels (most commonly unfractionated heparin) for prevention of thrombotic complications associated with COVID-19 that are increasingly being reported [11, 13, 14]. Multiple societal guidelines, which were developed after our study period, specifically from the American Society of Hematology and American Society of CHEST Physicians do not recommend full-dose anticoagulation for prevention of thromboembolism in COVID-19 given the unclear benefits and potential high risk of bleeding in this vulnerable population [15, 16]. Of note, majority of the COVD-19 patients in our study cohort were found to be supratherapeutic while on anticoagulation prior to hemorrhagic stroke diagnosis, suggesting inadvertent outcomes of being on full-dose therapy. Moreover, the benefit of preventing thrombosis in these patients cannot be determined in this study. In addition, it is possible that SARS-CoV-2 has both direct and indirect effects on the cerebrovascular system that increases the risk of hemorrhage through various potential mechanisms [3, 17, 18]. The presence of SARS-CoV-1 virus has been demonstrated in human brains, and there are multiple cases of central nervous system involvement of other similar coronaviruses, highlighting its neuro-invasive potential [17]. SARS-CoV-2 binds to ACE2 receptors, which are expressed by neurons and glial cells, raising the possibility of direct viral neurologic injury [15]. Additionally, ACE2 receptors are highly concentrated on the endothelial cells of blood vessels, and when attacked by SARS-CoV-2, may result in disruption of the blood brain barrier and abnormal cerebral autoregulation [19]. A recent case series demonstrated significant vascular angiogenesis in the lungs of patients with COVID-19, underscoring the need for additional autopsy data to validate similar changes in cerebral vasculature [20]. Another proposed mechanism involves indirect injury from massive cytokine release which can result in breakdown of the blood brain barrier, increasing the risk of hemorrhagic stroke [18]. Interestingly, the median NLR trended higher for COVID-19 patients as compared to contemporary and historical controls although not significantly different, possibly due to the size of our study. Further, it has been suggested that pulmonary edema seen in early phases of COVID-19 infection is due to activation of bradykinin receptors on vascular endothelial cells, a pathway that is dysregulated in the setting of ACE2 deficiency; there may be similar vascular leakage occurring in small blood vessels of the brain [21]. An important consideration is that while we excluded hemorrhages that were clearly the result of hemorrhagic transformation of ischemic stroke, it remains possible that some of the hemorrhages in our cohort are the result of hemorrhagic conversion of primary ischemic strokes or hypoxic injury, especially as early anticoagulation [22, 23] and bridging therapy [24] with low molecular weight heparin is associated with an increased risk of hemorrhagic transformation.

Potential Therapeutic Implications

Our data have several salient implications for clinical care. First, rapid neurologic assessment of patients with COVID-19 must be prioritized as many hemorrhagic strokes were incidentally identified. Attempting to wean or stop sedation for interval neurologic examinations, especially if there is clinical suspicion for acute stroke, and particularly for patients on therapeutic anticoagulation is imperative. In patients who are intubated and sedated, it is reasonable to obtain a screening CT prior to initiation of therapeutic anticoagulation, especially to evaluate for evidence hypoxic ischemic injury. In patients with abnormal elevation in coagulation laboratories, a lower threshold for obtaining a screening CT may be considered, especially when the neurologic examination is confounded by sedation. COVID-19 patients are at risk of thrombotic events and often require either prophylactic or therapeutic anticoagulation at some point during their hospitalization. In this setting, clinicians must weigh the risk of hemorrhagic stroke when deciding on the agent and timing of anticoagulation initiation. Additional randomized controlled studies are needed, such as the ongoing PROTECT COVID clinical trial, to support the use of therapeutic anticoagulation for primary prevention of thrombotic complications in patients with COVID-19. Moreover, it is important that anticoagulation protocols account for the risk of hemorrhagic stroke given its association with anticoagulation use in our study and the increased mortality of hemorrhagic stroke which may have been partially related to the occurrence of hemorrhagic stroke in our study.

Strengths and Limitations

There are a number of limitations inherent to our study. First, our sample size is small, retrospective, and observational, with the potential for selection bias. Importantly, in order to capture all hemorrhagic strokes in the time period specified across our hospital system, we included both ICH and non-aneurysmal SAH patients, two distinct disease processes with very different clinical courses and mortality risks which introduces additional bias. This decision was made as non-aneurysmal SAH can often be attributed to a coagulopathy, and we felt it was important to include these patients in our analysis. It is important to note in sensitivity analysis eliminating purely SAH patients, the mortality was still significantly higher than prior controls. Though all efforts were made to include relevant laboratory and diagnostic data, we do not have complete data for all study patients and thus may have missing alternate etiologies of hemorrhagic stroke. However, given several patients were diagnosed with hemorrhagic stroke incidentally rather than based on a change in neurologic status, the time at which hemorrhagic stroke occurred and how it relates to the study variables, captured at time closest to diagnosis, involves some degree of error. Our study may have missed hemorrhagic stroke diagnosis in COVID-19 who faced several barriers to diagnostic stroke workup due to multiple factors including hemodynamic instability, impaired consciousness, or withdrawal of life-sustaining therapies. Many patients were sedated for treatment of COVID-19, and since neurologic examinations occurred sparsely, the probability of missing neurologic changes increases. Moreover, given we did not obtain screening intracranial imaging in all COVID-19 patients, it is possible that many patients expired with undiagnosed hemorrhagic stroke. Additionally, we used the ABC/2 method to measure hematoma volume. While some studies support its use, there is some evidence suggesting this method is not as accurate as volumetric or planimetric measurement methods [25, 26]. The FDA revoked emergency use of Hydroxychloroquine, after our study period. As such, larger studies are needed to determine how these medications affect mortality. Finally, while our current internal protocol recommends dose adjustment of unfractionated heparin based on anti-Xa levels, we collected PTT as a better validated marker of coagulopathy in our historical sample. Our study on the other hand has several strengths. While the low number of patients with hemorrhagic stroke limits the generalizability of this study, our cohort of 4071 COVD-19 patients is one of the largest published. It reports several clinical characteristics of a diverse patient population with hemorrhagic stroke in the setting of COVID-19 and, to our knowledge, is the first study to compare these factors to COVID-19-negative contemporary and historical controls.

Conclusion

We observed a relatively low rate of hemorrhagic stroke in hospitalized patients with COVID-19. The majority of hemorrhagic strokes in patients with COVID-19 were thought to be secondary to coagulopathy, as 89.5% of these patients were on therapeutic dose anticoagulation, a significantly higher percentage than contemporary or historical controls without COVID-19. Hemorrhagic stroke in the setting of COVID-19 was associated with an increase in hospital mortality. Larger studies are needed to further validate the clinical characteristics we found significant and further studies to evaluate the risks and benefits of therapeutic anticoagulation in stroke patients with COVID-19.
  5 in total

1.  Severe Acute Respiratory Syndrome Coronavirus 2 Infection and Ischemic Stroke.

Authors:  Eduard Valdes Valderrama; Kelley Humbert; Aaron Lord; Jennifer Frontera; Shadi Yaghi
Journal:  Stroke       Date:  2020-05-12       Impact factor: 7.914

2.  Acute Kidney Injury During Hospitalization Increases the Risk of VTE.

Authors:  Maj Michael J McMahon; Ltc P Jacob F Collen; Col Kevin K Chung; Ltc Ian J Stewart; Lcdr Haydar; Col R Lisa K Moores; Col Aaron B Holley
Journal:  Chest       Date:  2020-10-05       Impact factor: 9.410

3.  Risk of Ischemic Stroke in Patients With Coronavirus Disease 2019 (COVID-19) vs Patients With Influenza.

Authors:  Alexander E Merkler; Neal S Parikh; Saad Mir; Ajay Gupta; Hooman Kamel; Eaton Lin; Joshua Lantos; Edward J Schenck; Parag Goyal; Samuel S Bruce; Joshua Kahan; Kelsey N Lansdale; Natalie M LeMoss; Santosh B Murthy; Philip E Stieg; Matthew E Fink; Costantino Iadecola; Alan Z Segal; Marika Cusick; Thomas R Campion; Ivan Diaz; Cenai Zhang; Babak B Navi
Journal:  JAMA Neurol       Date:  2020-07-02       Impact factor: 18.302

4.  Establishing a model for predicting the outcome of COVID-19 based on combination of laboratory tests.

Authors:  Feng Wang; Hongyan Hou; Ting Wang; Ying Luo; Guoxing Tang; Shiji Wu; Hongmin Zhou; Ziyong Sun
Journal:  Travel Med Infect Dis       Date:  2020-06-08       Impact factor: 6.211

5.  Kallikrein-kinin blockade in patients with COVID-19 to prevent acute respiratory distress syndrome.

Authors:  Frank L van de Veerdonk; Mihai G Netea; Marcel van Deuren; Jos Wm van der Meer; Quirijn de Mast; Roger J Brüggemann; Hans van der Hoeven
Journal:  Elife       Date:  2020-04-27       Impact factor: 8.140

  5 in total
  17 in total

Review 1.  Biosensing surfaces and therapeutic biomaterials for the central nervous system in COVID-19.

Authors:  Amene Saghazadeh; Nima Rezaei
Journal:  Emergent Mater       Date:  2021-03-10

2.  Intracerebral Hemorrhage in Patients With COVID-19: An Analysis From the COVID-19 Cardiovascular Disease Registry.

Authors:  Audrey C Leasure; Yosef M Khan; Raakhee Iyer; Mitchell S V Elkind; Lauren H Sansing; Guido J Falcone; Kevin N Sheth
Journal:  Stroke       Date:  2021-06-04       Impact factor: 7.914

Review 3.  Cerebrovascular Complications of COVID-19 and COVID-19 Vaccination.

Authors:  Danilo Toni; Alexander E Merkler; Manuela De Michele; Joshua Kahan; Irene Berto; Oscar G Schiavo; Marta Iacobucci
Journal:  Circ Res       Date:  2022-04-14       Impact factor: 23.213

4.  Clinical Outcomes With the Use of Prophylactic Versus Therapeutic Anticoagulation in Coronavirus Disease 2019.

Authors:  Jishu Kaul Motta; Rahila O Ogunnaike; Rutvik Shah; Stephanie Stroever; Harold V Cedeño; Shyam K Thapa; John J Chronakos; Eric J Jimenez; Joann Petrini; Abhijith Hegde
Journal:  Crit Care Explor       Date:  2020-12-16

Review 5.  COVID-19 and cerebrovascular diseases: a comprehensive overview.

Authors:  Georgios Tsivgoulis; Lina Palaiodimou; Ramin Zand; Vasileios Arsenios Lioutas; Christos Krogias; Aristeidis H Katsanos; Ashkan Shoamanesh; Vijay K Sharma; Shima Shahjouei; Claudio Baracchini; Charalambos Vlachopoulos; Rossetos Gournellis; Petros P Sfikakis; Else Charlotte Sandset; Andrei V Alexandrov; Sotirios Tsiodras
Journal:  Ther Adv Neurol Disord       Date:  2020-12-08       Impact factor: 6.570

Review 6.  Severe Neurologic Complications of SARS-CoV-2.

Authors:  Daniella C Sisniega; Alexandra S Reynolds
Journal:  Curr Treat Options Neurol       Date:  2021-03-31       Impact factor: 3.598

Review 7.  COVID-19: Neuroimaging Features of a Pandemic.

Authors:  Theodoros Ladopoulos; Ramin Zand; Shima Shahjouei; Jason J Chang; Jeremias Motte; Jeyanthan Charles James; Aristeidis H Katsanos; Ali Kerro; Ghasem Farahmand; Alaleh Vaghefi Far; Nasrin Rahimian; Seyed Amir Ebrahimzadeh; Vida Abedi; Matilda Papathanasiou; Adnan Labedi; Ruth Schneider; Carsten Lukas; Sotirios Tsiodras; Georgios Tsivgoulis; Christos Krogias
Journal:  J Neuroimaging       Date:  2021-01-09       Impact factor: 2.486

8.  Hospital mortality in COVID-19 patients in Belgium treated with statins, ACE inhibitors and/or ARBs.

Authors:  Geert Byttebier; Luc Belmans; Myriam Alexander; Bo E H Saxberg; Bart De Spiegeleer; Anton De Spiegeleer; Nick Devreker; Jens T Van Praet; Karolien Vanhove; Reinhilde Reybrouck; Evelien Wynendaele; David S Fedson
Journal:  Hum Vaccin Immunother       Date:  2021-05-28       Impact factor: 3.452

9.  COVID-19-Related Intracerebral Hemorrhage.

Authors:  Valentin Pavlov; Ozal Beylerli; Ilgiz Gareev; Luis Fernando Torres Solis; Arturo Solís Herrera; Gjumrakch Aliev
Journal:  Front Aging Neurosci       Date:  2020-10-22       Impact factor: 5.750

10.  Risk factors for intracerebral hemorrhage in patients with COVID-19.

Authors:  Kara R Melmed; Meng Cao; Siddhant Dogra; Ruina Zhang; Shadi Yaghi; Ariane Lewis; Rajan Jain; Seda Bilaloglu; Ji Chen; Barry M Czeisler; Eytan Raz; Aaron Lord; Jeffrey S Berger; Jennifer A Frontera
Journal:  J Thromb Thrombolysis       Date:  2020-09-24       Impact factor: 2.300

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