| Literature DB >> 32631365 |
Qing Yang1, Ying Zhou1, Xinrong Wang1, Shan Gao1, Yang Xiao1, Weiming Zhang1, Yi Hu1, Yafei Wang2.
Abstract
BACKGROUND: Previous studies have shown that Coronavirus Disease 2019 (COVID-19) patients with underlying comorbidities can have worse outcomes. However, the effect of hypertension on outcomes of COVID-19 patients remains unclear. RESEARCH QUESTION: The aim of this study was to explore the effect of hypertension on the outcomes of patients with COVID-19 by using propensity score-matching (PSM) analysis. STUDY DESIGN AND METHODS: Participants enrolled in this study were patients with COVID-19 who had been hospitalized at the Central Hospital of Wuhan, China. Chronic comorbidities and laboratory and radiological data were reviewed; patient outcomes and lengths of stay were obtained from discharge records. We used the Cox proportional-hazard model (CPHM) to analyze the effect of hypertension on these patients' outcomes and PSM analysis to further validate the abovementioned effect.Entities:
Keywords: COVID-19; Hypertension; Mortality; Propensity score–matching analysis
Mesh:
Year: 2020 PMID: 32631365 PMCID: PMC7336415 DOI: 10.1186/s12931-020-01435-8
Source DB: PubMed Journal: Respir Res ISSN: 1465-9921
Baseline characteristics of all patients with COVID-19
| Survivor( | Non-survivor( | ||
|---|---|---|---|
| Males (%) | 82 (46.60%) | 31 (62%) | 0.077 |
| Age (years) | 49.93 (15.35) | 67.82 (15.73) | < 0.001 |
| Onset time (day) | 7.16 (3.86) | 6.54 (3.71) | 0.619 |
| Hypertension (%) | 47 (26.70%) | 37 (74%) | < 0.001 |
| T2DM (%) | 28 (15.91%) | 17 (34%) | 0.008 |
| CHD (%) | 6 (3.41%) | 7 (14%) | 0.010 |
| COPD (%) | 3 (1.70%) | 3 (6.00%) | 0.124 |
| WBC (109) | 5.15 (3.71–6.44) | 5.73 (4.18–7.95) | 0.078 |
| N (109) | 3.34 (2.34–4.76) | 4.32 (2.97–7.05) | 0.002 |
| L (109) | 1.10 (0.75–1.52) | 0.66 (0.46–0.92) | < 0.001 |
| N/L | 2.98 (1.70–5.51) | 6.18 (3.58–12.78) | < 0.001 |
| ALT (U/L) | 19.70 (13.60–33.65) | 21.05 (14.33–29.48) | 0.819 |
| AST (U/L) | 21.35 (17.20–32.95) | 31.50 (22.40–44.33) | 0.001 |
| ALB (g/L) | 39.24 (5.25) | 35.55 (4.30) | < 0.001 |
| sCr (μmol/L) | 64.90 (52.20–75.93) | 76.00 (58.00–109.20) | 0.003 |
| BUN (mmol/L) | 3.97 (3.13–5.25) | 6.60 (4.60–10.58) | < 0.001 |
| CRP (mg/dL) | 1.52 (0.28–5.03) | 6.10 (3.53–8.84) | < 0.001 |
| D-dimer (μg/mL) | 0.56 (0.28–1.28) | 6.21 (1.27–19.73) | < 0.001 |
Abbreviations: Onset time, time from onset to admission (days); T2DM Type 2 diabetes mellitus; CHD Coronary heart disease; COPD Chronic obstructive pulmonary disease; WBC White blood cells; L Lymphocyte count; N Neutrophil count; N/L Ratio of neutrophils to lymphocytes; ALT alanine transaminase; AST Aspartate aminotransferase; ALB Serum albumin; sCr Serum creatinine; BUN Blood urea nitrogen; CRP C-reactive protein
Fig. 1Cox regression survival plot according to hypertension for patients with COVID-19. Hypertension: hazard ratio (HR), 3.317; 95% confidence interval (CI), 1.709–6.440; P < 0.001
Results of Cox proportional-hazard model analysis
| HR | 95% CI | ||
|---|---|---|---|
| Hypertension | 3.317 | (1.709–6.440) | < 0.001 |
| D-dimer | 1.026 | (1.016–1.036) | < 0.001 |
| N/L | 1.103 | (1.060–1.148) | < 0.001 |
Abbreviations: HR Hazard ratio; CI Confidence interval; N/L, ratio of neutrophils to lymphocytes. The following variables were incorporated into Cox proportional-hazard model analysis: Serum creatinine (sCr), Blood urea nitrogen (BUN), Sex, type 2 diabetes mellitus (T2DM), Serum albumin (ALB), C-reactive protein (CRP), Age, aspartate aminotransferase (AST), Hypertension, D-dimer, and N/L.
Cox proportional-hazard model analysis results for critically ill patients
| HR | 95% CI | ||
|---|---|---|---|
| Hypertension | 1.992 | (1.019–3.895) | 0.044 |
| D-dimer | 1.020 | (1.010–1.031) | < 0.001 |
| N/L | 1.062 | (1.017–1.108) | 0.006 |
| APACHE II score | 1.117 | (1.030–1.212) | 0.007 |
Abbreviations: HR Hazard ratio; CI Confidence interval; N/L Ratio of neutrophils to lymphocytes; APACHE II Acute Physiology And Chronic Health Evaluation II. The following variables were incorporated into Cox proportional-hazard model analysis: sex, age, duration of methylprednisolone use (days), hypertension, N/L, D-dimer, and APACHE II score
Fig. 2Cox regression survival plot according to hypertension for critically ill patients with COVID-19
Baseline characteristics of patients with and without hypertension
| Before PSM | After PSM | |||||
|---|---|---|---|---|---|---|
| Non-hypertension | Hypertension | Non-hypertension | Hypertension | |||
| Males (%) | 62 (42.66%) | 51 (60.71%) | 0.019 | 31 (57.71%) | 30 (55.56%) | 1.000 |
| Age (years) | 46.73 (15.20) | 65.99 (12.81) | < 0.001 | 60.61 (11.64) | 62.93 (13.74) | 0.347 |
| Onset time (day) | 7.08 (4.00–10.00) | 6.92 (4.00–9.75) | 0.751 | 7.63 (4.27) | 7.15 (4.25) | 0.558 |
| T2DM (%) | 11 (7.75%) | 34 (40.48%) | < 0.001 | 9 (16.67%) | 15 (27.78%) | 0.247 |
| CHD (%) | 5 (3.52%) | 8 (9.52%) | 0.078 | 5 (9.26%) | 5 (9.26%) | 1.000 |
| COPD (%) | 2 (1.41%) | 4 (4.76%) | 0.198 | 2 (3.70%) | 2 (3.70%) | 1.000 |
| WBC (109) | 4.89 (3.63–5.90) | 5.90 (4.21–7.27) | 0.013 | 5.29 (4.01–7.15) | 4.90 (3.66–6.16) | 0.285 |
| N/L | 2.83 (1.61–5.07) | 4.88 (2.95–7.78) | < 0.001 | 5.22 (3.27–7.72) | 3.96 (2.17–6.49) | 0.05 |
| ALT (U/L) | 19.80 (13.60–33.43) | 20.75 (14.20–31.80) | 0.766 | 25.65 (16.13–36.60) | 24.65 (16.00–36.90) | 0.649 |
| AST (U/L) | 21.00 (16.88–32.85) | 26.85 (20.78–40.68) | 0.008 | 32.15 (19.13–51.13) | 25.90 (20.63–39.70) | 0.197 |
| ALB (g/L) | 39.60 (5.27) | 36.44 (4.70) | < 0.001 | 36.63 (4.96) | 37.54 (4.44) | 0.319 |
| sCr (μmol/L) | 64.90 (52.08–74.43) | 74.35 (57.63–99.40) | 0.001 | 71.55 (58.93–82.18) | 72.05 (57.15–92.40) | 0.792 |
| BUN (mmol/L) | 3.93 (3.07–5.02) | 5.58 (3.66–8.09) | < 0.001 | 4.97 (3.75–6.43) | 4.90 (3.62–7.14) | 0.578 |
| CRP (mg/dL) | 1.16 (0.16–4.55) | 6.10 (2.35–8.42) | < 0.001 | 4.74 (2.53–6.74) | 4.13 (1.52–7.16) | 0.541 |
| D-dimer (μg/mL) | 0.52 (0.25–1.54) | 1.44 (0.62–6.81) | < 0.001 | 1.21 (0.50–8.59) | 1.31 (0.61–6.57) | 0.719 |
Abbreviations: PSM Propensity score–matching analysis; Onset time, time from onset to admission (days); T2DM Type 2 diabetes mellitus; CHD Coronary heart disease; COPD Chronic obstructive pulmonary disease; WBC White blood cell count; N/L Ratio of neutrophils to lymphocytes; ALT Alanine transaminase; AST Aspartate aminotransferase; ALB Serum albumin; sCr Serum creatinine; BUN Blood urea nitrogen; CRP C-reactive protein
Fig. 3Cox regression survival plot according to hypertension after propensity score matching (PSM). Hypertension: hazard ratio (HR), 2.679; 95% confidence interval (CI), 1.237–5.805; P = 0.012
Cox proportional-hazard model analysis results after PSM for critically ill patients
| HR | 95% CI | ||
|---|---|---|---|
| Hypertension | 2.578 | (1.142–5.820) | 0.023 |
| D-dimer | 1.026 | (1.012–1.039) | < 0.001 |
| N/L | 1.093 | (1.036–1.153) | 0.001 |
| APACHE II score | 1.185 | (1.063–1.322) | 0.002 |
Abbreviations: PSM Propensity score–matching analysis; HR Hazard ratio; CI Confidence interval; N/L Ratio of neutrophils to lymphocytes; APACHE II Acute Physiology And Chronic Health Evaluation II. The following variables were incorporated into Cox proportional-hazard model analysis: sex, age, duration of methylprednisolone use (days), average daily dose of methylprednisolone, hypertension, N/L, D-dimer, and APACHE II score
Fig. 4Cox regression survival plot according to hypertension after propensity score matching (PSM) in critically ill patients