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Admission biomarkers and COVID-19 mortality: A retrospective study during Vietnam’s pandemic peak Cover

Admission biomarkers and COVID-19 mortality: A retrospective study during Vietnam’s pandemic peak

Open Access
|Apr 2026

Figures & Tables

Fig 1.

ROC Curves for D-dimer, Neutrophils, and Other Biomarkers in Predicting Mortality among COVID-19 Patients

Admission Biomarkers in Survivors and Non-survivors with COVID-19

Admission BiomarkersSurvival (n=216)Mortality (n=53)Both (n=269)p-value (*)
Median [25th–75th percentile]
Complete Blood Count
Platelet Count (109/L)248.5 [182.5–334.5]196 [147–277]236 [171–318]0.0076
White Blood Cells (109/L)7.87 [5.3–10.61]11.68 [6.8–16.2]8.19 [5.41–11.7]<0.0001
Neutrophils (109/L)3.5 [2.6–5.8]6.8 [3.5–12.1]3.8 [3.1–6.5]<0.0001
Lymphocytes (109/L)0.92 [0.63–1.35]0.7 [0.41–0.98]0.88 [0.59–1.28]0.0003
Hemoglobin (g/dL)13.8 [10.2–16]12 [9–15.2]13.8 [10.2–16]0.026

Biochemical Parameters
Creatinine (mg/dL)0.67 [0.6–1]0.67 [0.6–1]0.67 [0.6–1]0.624
AST (U/L)29 [28–70]28 [26–47]29 [28–70]0.01
ALT (U/L)31 [30–72.5]30 [28–50]31 [29–72]0.01

Coagulation
D-dimer (μg/mL)0.93 [0.47–1.86]4.48 [1.58–9.20]1.12 [0.55–3.79]<0.0001
PT (seconds)14.1 [12.9–14.7]13.2 [12.9–14.6]13.8 [12.9–14.7]0.012
aPTT (seconds)30.6 [26.7–33]30.5 [28.3–33]30.5 [26.7–33]0.238
Fibrinogen (g/L)3.1[2.12–3.8]2.5 [1.81–3.8]3.06 [2.12–3.8]0.03

Association of Age and Sex with Mortality in COVID-19 Patients

CharacteristicsMortality (n=53)Survival (n=216)p-value (*)
Sex
Male27 (24.1%)85 (75.9%)0.125
Female26 (16.6%)131 (83.4%)

Age group
Ages 18 to 402 (5.1%)37 (94.9%)0.01
Ages 41 to 6016 (16.3%)82 (83.7%)
Ages 61 to 8027 (25.9%)77 (74.1%)
Over 808 (28.6%)20 (71.4%)

Sensitivity, Specificity, and Accuracy of Neutrophil Counts for Mortality Prediction in COVID-19 Patients

Cut-off ThresholdSensitivitySpecificityAccuracy
≥3.5165 ×109/L69.81%51.85%55.39%
≥4.3615 ×109/L66.04%60.19%61.34%
≥5.6 ×109/L60.38%72.69%70.26%
≥6.715 ×109/L52.83%82.87%76.95%

Sensitivity, Specificity and Accuracy of D-Dimer Levels for Mortality Prediction in COVID-19 Patients

Cut-off ThresholdSensitivitySpecificityAccuracy
≥0.953 μg/ml90.57%50.00%57.99%
≥1 μg/ml90.57%54.17%61.34%
≥1.126 μg/ml90.57%60.19%66.17%
≥1.67 μg/ml73.58%70.37%71.00%

Patient Characteristics (n=269)

Characteristics FrequencyPercentageMean ± SD
GenderMale11241.6
Female15758.4

Age group (years)18 to 403914.559.5 ± 16.7
41 to 609836.4
61 to 8010438.7
80 and above2810.4

BMI (kg/m2) 23.9 ± 3.5

ComorbidityHypertension11944.3
Diabetes mellitus5520.5
Respiratory disease72.6
Cancer51.9

Oxygen therapyNasal cannula14353.2
Invasive mechanical ventilation5821.6
HFNC4918.2
Mask197.1

Treatment OutcomeMortality5319.7
Survival21680.3

Logistic Regression Analysis of Admission Biomarkers Associated with Mortality in COVID-19 Patients

Admission BiomarkersOR95% CIp-value (*)
D-dimer (μg/mL)1.051.02 – 1.090.001
Creatinine (mg/dL)0.950.22 – 4.050.946
AST (U/L)1.000.98 – 1.010.551
WBC (109/L)1.040.90 – 1.180.598
Neutrophils (109/L)1.321.10 – 1.630.005
Lymphocytes (109/L)0.510.26 – 0.920.033
Platelets (109/L)1.000.99 – 1.000.253
Hemoglobin (g/dL)0.850.75 – 0.970.015
PT (seconds)0.930.75 – 1.130.468
aPTT (seconds)0.950.86 – 1.050.317
Fibrinogen (g/L)0.690.48 – 0.990.049
DOI: https://doi.org/10.62838/jccm-2026-0003 | Journal eISSN: 2393-1817 | Journal ISSN: 2393-1809
Language: English
Page range: 158 - 166
Submitted on: May 4, 2025
Accepted on: Jan 15, 2026
Published on: Apr 30, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Uyen Thi Bich Nguyen, Hau Phuc Le, Vu Hoang Anh Nguyen, Ai-Thanh Tran-Nguyen, published by University of Medicine, Pharmacy, Science and Technology of Targu Mures
This work is licensed under the Creative Commons Attribution 4.0 License.