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
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 sex | 79 (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 | ||||
| Hypertension | 65 (43.6) | 35 (46.7) | 30 (40.5) | 0.450 |
| Obesity | 37 (25.0) | 21 (28.0) | 16 (21.6) | 0.370 |
| Diabetes mellitus | 31 (20.8) | 18 (24.0) | 13 (17.6) | 0.340 |
| Hypothyroidism | 23 (15.4) | 12 (16.0) | 11 (14.9) | 0.850 |
| Chronic obstructive pulmonary disease | 15 (10.1) | 9 (12.0) | 6 (8.1) | 0.430 |
| Smoking history | 12 (8.1) | 7 (9.3) | 5 (6.8) | 0.570 |
| Chronic kidney disease | 8 (5.4) | 5 (6.7) | 3 (4.1) | 0.480 |
| Ischemic heart disease | 10 (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 abnormalities | 15 (10.1) | 9 (12.0) | 6 (8.1) | 0.430 |
| Right ventricular dilatation/overload | 40 (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 mmHg | 134 (89.9) | 69 (92.0) | 65 (87.8) | 0.390 |
| Left atrial enlargement | 15 (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 effusion | 4 (2.7) | 3 (4.0) | 1 (1.4) | 0.360 |
| Clinical outcomes | ||||
| In-hospital mortality | 59 (39.6) | 45 (60.0) | 14 (18.9) | < 0.001 |
| Invasive mechanical ventilation | 62 (41.6) | 62 (82.7) | 0 (0.0) | < 0.001 |
| Acute kidney injury | 45 (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′ ratio | 10 (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 imaging | 3 (3.3) | 8 (13.6) | 0.026 |
| RV dilatation/overload | 17 (18.9) | 22 (37.3) | 0.008 |
| Regional wall-motion abnormality | 9 (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 failure | 127 (85.2) |
| Elevated biomarkers with hemodynamic instability | 38 (25.5) |
| Hemodynamic instability refractory to fluids/vasopressors | 23 (15.4) |
| Myocardial infarction (universal definition) | 19 (12.8) |
| Tachyarrhythmias (sinus or ventricular) | 12 (8.1) |
| Cardiomegaly on imaging | 9 (6.0) |
| No urgent indication | 6 (4.0) |
| ASE 2020 clinical priority | |
| High priority-change in cardiovascular symptoms | 144 (96.6) |
| High priority-pre-therapy evaluation | 3 (2.0) |
| Intermediate/low priority | 2 (1.4) |
| ACCF 2011 appropriateness criteria | |
| Appropriate | 118 (79.2) |
| Inappropriate | 27 (18.1) |
| Uncertain | 4 (2.7) |
| Clinical impact of echocardiographic findings | |
| Overall change in clinical management (impact) | 120 (80.5) |
| Specific changes (within impact group) | |
| Non-cardiac etiology identified | 66 (55.0) |
| Cardiac primary etiology documented | 47 (39.1) |
| Change in pharmacologic therapy | 33 (27.5) |
| Request for additional diagnostic tests | 21 (17.5) |
| Adjustment of vasopressors or inotropic agents | 14 (11.6) |
| Consultation to other specialties | 7 (5.8) |
| Adjustment in mechanical ventilation | 4 (3.3) |
| No change in clinical management | 29 (19.5) |
| Integration into clinical decision-making | |
| Findings explicitly considered | 124 (83.2) |
| Findings not considered in medical records | 25 (16.8) |
- Citation: Méndez-Toro A, Rojas-Ruiz IT, Silva-DiazGranados LE, Ruano-Cadena A, Paz-Meneses MA, Novoa-Alvarez RA. Prognostic impact of right ventricular dilatation and echocardiography use criteria in hospitalized COVID-19 patients. World J Methodol 2026; 16(3): 117845
- URL: https://www.wjgnet.com/2222-0682/full/v16/i3/117845.htm
- DOI: https://dx.doi.org/10.5662/wjm.v16.i3.117845