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Retrospective Cohort Study
Copyright: ©Author(s) 2026.
World J Methodol. Sep 20, 2026; 16(3): 117845
Published online Sep 20, 2026. doi: 10.5662/wjm.v16.i3.117845
Table 1 Demographic and clinical characteristics of confirmed coronavirus disease 2019 patients, n (%)/median (25th-75th percentiles)
Variable
Total (n = 149)
ICU patients (n = 75)
Non-ICU patients (n = 74)
P value
Age (years)66 (56-73)66 (56-73)64 (54-72)0.450
Male sex79 (53.0)42 (56.0)37 (50.0)0.460
Body mass index (kg/m2)26.8 (24-30)27.2 (24-31)26.4 (23-29)0.310
Comorbidities
Hypertension65 (43.6)35 (46.7)30 (40.5)0.450
Obesity37 (25.0)21 (28.0)16 (21.6)0.370
Diabetes mellitus31 (20.8)18 (24.0)13 (17.6)0.340
Hypothyroidism23 (15.4)12 (16.0)11 (14.9)0.850
Chronic obstructive pulmonary disease15 (10.1)9 (12.0)6 (8.1)0.430
Smoking history12 (8.1)7 (9.3)5 (6.8)0.570
Chronic kidney disease8 (5.4)5 (6.7)3 (4.1)0.480
Ischemic heart disease10 (6.7)6 (8.0)4 (5.4)0.530
Heart failure (previous)7 (4.7)4 (5.3)3 (4.1)0.720
Table 2 Echocardiographic and clinical outcomes in confirmed coronavirus disease 2019 patients, n (%)/median (25th-75th percentiles)
Variable
Total (n = 149)
ICU patients (n = 75)
Non-ICU patients (n = 74)
P value
Echocardiographic findings
Left ventricular ejection fraction < 40%12 (8.0)7 (9.3)5 (6.7)0.560
Segmental wall motion abnormalities15 (10.1)9 (12.0)6 (8.1)0.430
Right ventricular dilatation/overload40 (26.8)26 (34.7)14 (18.9)0.033
Right ventricular dysfunction (TAPSE < 17 mm)9 (6.0)6 (8.0)3 (4.1)0.310
PASP > 35 mmHg134 (89.9)69 (92.0)65 (87.8)0.390
Left atrial enlargement15 (10.1)8 (10.7)7 (9.5)0.810
Diastolic dysfunction (grade ≥ II)26 (17.4)15 (20.0)11 (14.9)0.410
Pericardial effusion4 (2.7)3 (4.0)1 (1.4)0.360
Clinical outcomes
In-hospital mortality59 (39.6)45 (60.0)14 (18.9)< 0.001
Invasive mechanical ventilation62 (41.6)62 (82.7)0 (0.0)< 0.001
Acute kidney injury45 (30.2)37 (49.3)8 (10.8)< 0.001
Length of hospital stay, (days)13 (6-23)18 (11-26)6 (4-11)< 0.001
Table 3 Laboratory, echocardiographic and prognostic parameters in confirmed coronavirus disease 2019 patients (survivors vs non-survivors), n (%)/median (25th-75th percentiles)
Parameter
Survivors (n = 90)
Non-survivors (n = 59)
P value
Biomarkers
Lymphocytes (× 103/μL)980 (629-1270)700 (550-910)0.003
Leukocytes (cells/μL)9125 (7155-14037)11805 (9238-16473)0.001
Neutrophils (cells/μL)7460 (5426-11965)9945 (7883-13869)< 0.001
Hemoglobin (g/dL)15.0 (11-17)14.0 (13-15)0.026
Platelets (×103/μL)291 (224-381)234 (174-331)0.003
D-dimer (ng/mL)2,023 (750-3450)2,761 (879-6900)0.155
LDH (U/L)454 (307-610)506 (379-736)0.018
C-reactive protein (mg/L)95 (43-146)148 (84-196)0.006
Quantitative echo parameters
E/e′ ratio10 (10-12)10 (9-12.8)0.334
PASP (mmHg)42.5 (39.5-51.8)48 (44-51)0.087
LVEF (%)60 (55.5-65)60 (55-65)0.959
TAPSE (mm)22 (20-23)23 (19.8-25)0.590
Qualitative findings
Prone position during imaging3 (3.3)8 (13.6)0.026
RV dilatation/overload17 (18.9)22 (37.3)0.008
Regional wall-motion abnormality9 (10.0)6 (10.)0.062
Diastolic dysfunction (any)43 (47.8)43 (72.9)0.197
Table 4 Echocardiographic indications, appropriateness criteria, and clinical impact in confirmed coronavirus disease 2019 patients (n = 149)
Parameter
n (%)
Echocardiographic Indications (institutional algorithm)
Suspicion of heart failure127 (85.2)
Elevated biomarkers with hemodynamic instability38 (25.5)
Hemodynamic instability refractory to fluids/vasopressors23 (15.4)
Myocardial infarction (universal definition)19 (12.8)
Tachyarrhythmias (sinus or ventricular)12 (8.1)
Cardiomegaly on imaging9 (6.0)
No urgent indication6 (4.0)
ASE 2020 clinical priority
High priority-change in cardiovascular symptoms144 (96.6)
High priority-pre-therapy evaluation3 (2.0)
Intermediate/low priority2 (1.4)
ACCF 2011 appropriateness criteria
Appropriate118 (79.2)
Inappropriate27 (18.1)
Uncertain4 (2.7)
Clinical impact of echocardiographic findings
Overall change in clinical management (impact)120 (80.5)
Specific changes (within impact group)
Non-cardiac etiology identified66 (55.0)
Cardiac primary etiology documented47 (39.1)
Change in pharmacologic therapy33 (27.5)
Request for additional diagnostic tests21 (17.5)
Adjustment of vasopressors or inotropic agents14 (11.6)
Consultation to other specialties7 (5.8)
Adjustment in mechanical ventilation4 (3.3)
No change in clinical management29 (19.5)
Integration into clinical decision-making
Findings explicitly considered124 (83.2)
Findings not considered in medical records25 (16.8)


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