The coronavirus disease 2019 (COVID-19) posed unprecedented challenges to health care systems worldwide, necessitating comprehensive research efforts to gain a better understanding of its diverse clinical presentations and associated complications. Among the numerous consequences of infection with the severe acute respiratory syndrome coronavirus 2, venous thromboembolism stands out as a critical concern, significantly contributing to both the morbidity and mortality of individuals hospitalized with COVID-19.[1] [2]
Whole blood viscosity (WBV) serves as a validated measure of the resistance to shear stress encountered during blood flow within the circulatory system. Several studies have directly assessed WBV in COVID-19 patients and consistently reported elevated values when compared with uninfected individuals.[3] [4] Alterations in blood viscosity can influence microcirculation, exacerbate inflammation, and potentiate thrombosis, thereby playing a pivotal role in the pathogenesis of COVID-19-associated thromboembolic complications.[5] In retrospective cohort studies of hospitalized COVID-19 patients, increased high-shear and low-shear blood viscosity were significantly associated with higher in-hospital mortality and poor prognosis.[6] [7] Specifically, a 1 centipoise rise in high-shear viscosity was linked to a 36% increased risk of death (p < 0.001),[7] and there was a decreased likelihood of being respiratory organ support-free at 21 days, with an odds ratio (OR) of 0.68 (p < 0.001).[6]
The Antithrombotic Therapy to Ameliorate Complications of COVID-19 (ATTACC; NCT04372589) and A Multicenter, Adaptive, Randomized Controlled Platform Trial of the Safety and Efficacy of Antithrombotic Strategies in Hospitalized Adults with COVID-19 (ACTIV-4a; NCT04505774) platforms investigated therapeutic strategies to mitigate the thrombotic risk associated with COVID-19.[8] [9] These platforms reported improved survival and clinical outcomes with therapeutic-dose anticoagulation among noncritically ill patients with COVID-19, but not among those with critical illness. In this context, we conducted a post hoc analysis to explore the relationship between WBV and thromboembolic events in hospitalized patients with COVID-19.
The study design and primary results of the trial has been previously published.[8] [9] The study received approval from the ethics committee and written or oral informed consent was obtained from all participants or their surrogates. Hospitalized patients with COVID-19 were enrolled in the trial. Exclusion criteria included patients with an imminent risk of death, a high risk of bleeding, those receiving dual antiplatelet therapy, individuals with a separate clinical indication for therapeutic-dose anticoagulation, or a history of heparin-induced cytopenia. Detailed exclusion criteria were published in a previous study.[8] [9]
Estimated blood viscosity was calculated using the Walburn–Schneck model, which has been previously validated in a study involving COVID-19 patients.[10] [11] [12] The primary outcome of interest was composite outcome of 90-day mortality, venous thromboembolism events, and arterial thromboembolism events. Based on the calculated high-shear and low-shear blood viscosity values, participants were categorized into high- and low-blood viscosity groups using the median value. We used chi-square tests for categorical variables and t-tests for continuous variables to assess statistical significance between the high- and low-blood viscosity groups. Multivariable logistic regression was then conducted to determine ORs and their corresponding 95% confidence intervals (CIs) for the primary outcomes. Considered covariates were age, sex and oxygen requirement at presentation. All analyses were performed using SAS 9.4. We considered p-values less than 0.05 as statistically significant, and all p-values were evaluated using two-tailed tests.
Baseline characteristics of the study population are presented in [Table 1]. Participants with higher blood viscosity were more likely to be male, of White or Hispanic ethnicity, younger in age, and had fewer comorbidities compared with those with lower blood viscosity. [Table 2] shows the associated of blood viscosity and primary outcome. A total of 149 primary composite outcome events were identified with a total event rate of 15.7%. However, COVID-19 patients with higher high-shear blood viscosity did not exhibit significantly different odds of developing the primary composite outcome (OR: 0.72, 95% CI: 0.51–1.02, p = 0.07).
Table 1 Baseline characteristics of the study populationVariables
High-shear BV
lower half
High-shear BV
upper half
p-Value
BV range, cP
1.90–2.93
2.94–4.37
Severity status (%)
0.074
Severe
65 (13.7%)
47 (9.9%)
Moderate
410 (86.3%)
426 (90.1%)
Sex (%)
<0.001
Male
194 (40.8%)
364 (77%)
Female
281 (59.2%)
109 (23%)
Age (median [IQR])
63.0 [56–71]
59.0 [49–68]
<0.001
Race (%)
<0.001
White
209 (44%)
267 (56.4%)
Black
135 (28.4%)
67 (14.2%)
Asian
22 (4.6%)
20 (4.2%)
Other
109 (22.9%)
119 (25.2%)
Ethnicity (%)
0.003
Hispanic
125 (26.3%)
167 (35.3%)
Not Hispanic
20 (4.2%)
22 (4.7%)
Comorbidity (%)
Hypertension
319 (67.2%)
222 (46.9%)
<0.001
Diabetes mellitus
205 (43.2%)
126 (26.6%)
<0.001
Chronic kidney disease
69 (14.5%)
20 (4.2%)
<0.001
Coronary artery disease
38 (8%)
31 (6.6%)
0.391
Oxygen support (%)
0.029
No support
89 (18.7%)
70 (14.8%)
Low-flow support
314 (66.1%)
350 (74%)
High-flow support
72 (15.2%)
53 (11.2%)
Anticoagulation (%)
0.133
Therapeutic
245 (51.6%)
267 (56.4%)
Prophylactic
230 (48.4%)
206 (43.6%)
Labs (%)
WBC, 109/L
6.4 [5–9]
6.7 [5–9]
0.29
CRP, mg/L
101.0 [50–173]
81.0 [47–126]
0.004
D-dimer, µg/L (FEU)
940.0 [580–1,680]
803.0 [510–1,231]
0.001
Fibrinogen, mg/dL
602.0 [476–726]
666.0 [555–740]
0.005
Abbreviations: BV, blood viscosity; cP, centipoise; CRP, C-reactive protein; FEU, fibrinogen equivalent unit; IQR, interquartile range; WBC, white blood cell count.
High-shear BV
lower half
High-shear BV
upper half
p-Value
BV range, cP
1.90–2.93
2.94–4.37
Unadjusted OR (95% CI)
1.00 (reference)
0.72 (0.51–1.02)
0.07
Adjusted OR (95% CI)
1.00 (reference)
0.69 (0.46–1.05)
0.08
Abbreviations: BV, blood viscosity; CI, confidence interval; cP, centipoise; OR, odds ratio; VTE, venous thromboembolism.
Notes: Composite outcome is participants that died within 90 days or had a VTE or arterial thromboembolism events. Event rate = (149/948) × 100 = 15.72%. Unadjusted odds ratio between high-shear blood viscosity 2-level categorical variable and outcome variable. Odds ratio adjusted for age, sex, oxygen
To date, no prospective study has evaluated the association between blood viscosity and composite outcome of 90-day mortality, venous thromboembolism events and arterial thromboembolism events. This limited observational study did not reveal a significant difference in 90-day mortality and thromboembolic events associated with increased blood viscosity, likely due to the low event rate and the small study population. These limitations highlight the need for larger, prospective trials to comprehensively explore the relationship between blood viscosity and thromboembolic risk in acute illness settings including non-COVID-19 pneumonia, given similarities in the inflammatory and prothrombotic pathways activated in a range of infectious and inflammatory conditions.
Authors' ContributionR.S.R. is the corresponding author for the study. P.R.L. and R.S.R. had full access to all of the data in the study and takes responsibility for study design, integrity of the data, the accuracy of analysis. D.C. and J.D.F. contributed substantially to the study design, data acquisition, data analysis, and data interpretation. D.C. authors additionally contributed drafting of the manuscript. P.R.L., M.D.N., R.Z., and R.S.R. contributed critical revision of the manuscript. All authors read and approved the final manuscript.
Publication HistoryReceived: 19 February 2024
Accepted: 15 March 2024
Article published online:
16 April 2024
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