| Literature DB >> 33390341 |
Gianfranco Mitacchione1, Marco Schiavone2, Antonio Curnis3, Marcello Arca4, Spinello Antinori5, Alessio Gasperetti2, Giosuè Mascioli6, Paolo Severino7, Federica Sabato2, Maria M Caracciolo2, Gianmarco Arabia3, Laura D'Erasmo4, Maurizio Viecca2, Massimo Mancone7, Massimo Galli5, Giovanni B Forleo2.
Abstract
BACKGROUND: Epidemiological evidence suggests that anti-inflammatory and immunomodulatory properties of statins may reduce the risk of infections and infection-related complications.Entities:
Keywords: Acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); In-hospital mortality; Statin therapy
Year: 2020 PMID: 33390341 PMCID: PMC7833194 DOI: 10.1016/j.jacl.2020.12.008
Source DB: PubMed Journal: J Clin Lipidol ISSN: 1876-4789 Impact factor: 4.766
Balancing check of covariates before and after propensity score matching based on logit model.
| Unmatched or matched | mean | ASMD | ||||
|---|---|---|---|---|---|---|
| Statin | No-Statin | t | p | |||
| Male | U | 0.704 | 0.593 | −0.2293 | −2.836 | 0.005 |
| M | 0.690 | 0.669 | −0.042 | −0.376 | 0.707 | |
| Age > 65 | U | 0.737 | 0.416 | −0.6652 | −7.898 | <.001 |
| M | 0.731 | 0.690 | −0.091 | −0.775 | 0.439 | |
| Obesity | U | 0.134 | 0.0830 | −0.1756 | −1.846 | 0.037 |
| M | 0.124 | 0.117 | −0.021 | −0.180 | 0.858 | |
| Hypertension | U | 0.771 | 0.365 | −0.8644 | −10.262 | <0.001 |
| M | 0.731 | 0.697 | −0.076 | −0.648 | 0.517 | |
| Diabetes | U | 0.352 | 0.116 | −0.6550 | −6.222 | <.001 |
| M | 0.303 | 0.359 | 0.0915 | 0.997 | 0.319 | |
| Smoking | U | 0.185 | 0.0920 | −0.2950 | −2.964 | 0.003 |
| M | 0.138 | 0.124 | −0.040 | −0.347 | 0.729 | |
| CAD | U | 0.413 | 0.0573 | −1.1595 | −9.371 | <.001 |
| M | 0.284 | 0.248 | −0.077 | −0.663 | 0.507 | |
| AF | U | 0.168 | 0.0679 | −0.3533 | −3.363 | <.001 |
| M | 0.159 | 0.152 | −0.019 | −0.162 | 0.872 | |
| HF | U | 0.112 | 0.0271 | −0.4127 | −3.460 | <.001 |
| M | 0.0966 | 0.0966 | 0.000 | 0.000 | 1.000 | |
| CKD | U | 0.140 | 0.0558 | −0.3235 | −3.053 | 0.003 |
| M | 0.124 | 0.131 | 0.020 | 0.175 | 0.861 | |
| COPD | U | 0.0694 | 0.0838 | −0.0556 | −0.660 | 0.510 |
| M | 0.0828 | 0.103 | 0.071 | 0.605 | 0.546 | |
| Cerebrovascular disease | U | 0.0271 | 0.0782 | −0.2683 | −2.421 | 0.016 |
| M | 0.0552 | 0.0621 | 0.029 | 0.249 | 0.804 | |
| Malignancy | U | 0.112 | 0.0694 | −0.1577 | −1.655 | 0.062 |
| M | 0.0966 | 0.0552 | −0.0897 | −1.330 | 0.185 | |
ASMD = Absolute standardized mean difference; CAD = Coronary artery disease; AF = atrial fibrillation; HF = heart failure; CKD = Chronic kidney disease; COPD = Chronic obstructive pulmonary disease.
Demographic and clinical variables by group among unadjusted and propensity-matched cohorts, stratified by statin therapy.
| Variables | Overall population (N = 842) | Unadjusted data | Propensity score matched data | ||||
|---|---|---|---|---|---|---|---|
| Statin group (N = 179) | No-statin group (N = 663) | Statin group (N = 145) | No-statin group (N = 145) | ||||
| Demographics | |||||||
| Age, years | 64 (61–77) | 73 (65–81) | 61 (49–74) | 71 (64–79) | 72 (61–80) | 0.707 | |
| Age ≥ 65, N (%) | 123 | 276 | 106 (73) | 100 (69) | 0.439 | ||
| Male gender, N (%) | 519 (62) | 126 (70) | 393 (59) | 100 (69) | 97 (67) | 0.707 | |
| BMI (kg/m2) ≥ 30 kg/m, N (%) | 79 (9) | 24 (13) | 55 (8) | 18 (12) | 17 (12) | 0.797 | |
| Comorbidities, N (%) | |||||||
| Hypertension | 380 (45) | 138 (77) | 242 (37) | 106 (73) | 101 (70) | 0.517 | |
| Diabetes | 140 (17) | 63 (35) | 77 (12) | 44 (30) | 52 (36) | 0.319 | |
| Dyslipidemia | 201 (24) | 177 (98) | 24 (4) | ||||
| Smoking | 94 (11) | 33 (18) | 61 (9) | 20 (14) | 18 (12) | 0.729 | |
| CAD | 112 (13) | 74 (41) | 38 (6) | 41 (28) | 36 (25) | 0.507 | |
| Atrial fibrillation | 75 (9) | 30 (17) | 45 (7) | 23 (17) | 22 (15) | 0.872 | |
| Heart failure | 38 (5) | 20 (11) | 18 (3) | 14 (10) | 14 (10) | 1.000 | |
| CKD | 62 (7) | 25 (14) | 37 (6) | 18 (13) | 19 (13) | 0.861 | |
| COPD | 61 (7) | 15 (8) | 46 (7) | 0.510 | 12 (8) | 15 (10) | 0.546 |
| Cerebrovascular disease | 32 (4) | 14 (8) | 18 (3) | 8 (6) | 9 (6) | 0.804 | |
| Malignancy | 66 (8) | 20 (11) | 46 (7) | 0.062 | 14 (10) | 8 (6) | 0.185 |
| Statins therapy, N (%) | |||||||
| Atorvastatin | 87 (49) | – | |||||
| Simvastatin | 54 (30) | – | |||||
| Rosuvastatin | 29 (16) | – | |||||
| Other Statins | 9 (5) | – | |||||
| Symptoms on admission, N (%) | |||||||
| Cough | 594 (71) | 118 (66) | 476 (72) | 0.126 | 100 (69) | 107 (74) | 0.364 |
| Shortness of breath | 402 (48) | 96 (54) | 306 (46) | 0.076 | 76 (52) | 74 (51) | 0.815 |
| Sore throat | 149 (18) | 18 (10) | 131 (20) | 16 (11) | 29 (20) | ||
| Sputum production | 39 (5) | 10 (6) | 29 (4) | 0.494 | 9 (6) | 7 (5) | 0.608 |
| Myalgia | 97 (12) | 26 (15) | 71 (11) | 0.156 | 22 (15) | 20 (14) | 0.740 |
| Diarrhea | 87 (10) | 20 (11) | 67 (10) | 0.678 | 18 (12) | 11 (8) | 0.172 |
| Nausea/Vomiting | 39 (5) | 12 (7) | 27 (4) | 0.138 | 12 (8) | 5 (3) | 0.081 |
| Symptom onset, days | |||||||
| Hospital admission | |||||||
| Fever, N (%) | 736 (87) | 149 (83) | 587 (89) | 0.058 | 121 (83) | 129 (89) | 0.174 |
| Temperature, °C | 38 (37.5–38.3) | 38 (37.5–34.4) | 38 (37.6–38.3) | 0.111 | 38 (37.5–38.4) | 38 (37.5–38.2) | 0.628 |
| Heart rate, beat x min | 38 (75–99) | 82 (73–96) | 86 (75–99) | 0.061 | 82 (75–95) | 85 (74–100) | 0.698 |
| Respiratory Rate,min. | 20 (18–21) | 20 (18–20) | 20 (18–21) | 0.129 | 20 (18–20) | 20 (20–22) | 0.075 |
| Oxygen saturation, % | 96 (93–98) | 95 (91–97) | 96 (93–98) | 95 (91–97) | 96 (92–98) | 0.137 | |
| PaO2/FiO2, mmHg | 310 (190–386) | 265 (133–338) | 324 (214–395) | 274 (149–348) | 305 (184–367) | 0.082 | |
| PaO2, median | 78 (67–89) | 76 (63–88) | 78 (68–90) | 74.5 (62.3–87) | 74 (63–86.5) | 0.710 | |
| MAP, mmHg | 97 (90–105) | 99 (90–107) | 97 (90–105) | 0.222 | 100 (90–110) | 95 (87–103) | 0.064 |
| NEWS | |||||||
| Moderate/severe disease (NEWS ≥ 5) | |||||||
Continuous variables are reported as median (interquartile range).
BMI=Body mass index; CAD= Coronary artery disease; CKD = Chronic kidney disease; COPD= Chronic obstructive pulmonary disease; PaO2 = oxygen partial pressure at arterial gas analysis; FiO2 = fraction of inspired oxygen; MAP = mean aortic pressure; NEWS = National Early Warning Score.
In-hospital management and outcomes by group among unadjusted and propensity-matched cohorts, stratified by statin therapy.
| Variables | Overall population (N = 842) | Unadjusted data | Propensity score matched data | ||||
|---|---|---|---|---|---|---|---|
| Statin group (N = 179) | No-statin group (N = 663) | Statin group (N = 145) | No-statin group (N = 145) | ||||
| In-hospital treatment, N (%) | |||||||
| Non-invasive ventilation | 286 (34) | 66 (37) | 220 (33) | 0.355 | 49 (34) | 50 (34) | 0.902 |
| Oxygen suypport | 651 (77) | 154 (86) | 497 (75) | 122 (84) | 114 (79) | 0.229 | |
| Intubation | 42 (5) | 6 (3) | 36 (5) | 0.258 | 6 (4) | 10 (7) | 0.305 |
| Antibiotics | 371 (44) | 84 (47) | 287 (43) | 0.385 | 65 (45) | 85 (59) | 0.019 |
| Corticosteroids | 93 (11) | 23 (13) | 70 (11) | 0.386 | 17 (12) | 18 (12) | 0.858 |
| Hydroxychloroquine | 680 (81) | 152 (85) | 528 (80) | 0.112 | 121 (83) | 120 (83) | 0.876 |
| Antiviral therapy | 466 (55) | 93 (52) | 373 (56) | 0.304 | 72 (50) | 96 (66) | |
| Heparin | 382 (47) | 94 (53) | 298 (45) | 0.072 | 70 (48) | 63 (43) | 0.411 |
| Tocilizumab | 126 (15) | 24 (13) | 102 (15) | 0.511 | 19 (13) | 12 (8) | 0.185 |
| Outcomes, N (%) | |||||||
| ICU admission | 46 (5) | 6 (3) | 40 (6) | 0.162 | 6 (4) | 11 (8) | 0.213 |
| ARDS | 155 (18) | 41 (23) | 114 (17) | 0.080 | 24 (17) | 32 (22) | 0.235 |
| Myocardial Injury | 96 (11) | 35 (20) | 61 (9) | 25 (17) | 28 (19) | 0.670 | |
| Acute kidney injury | 26 (3) | 5 (3) | 21 (3) | 0.798 | 4 (3) | 9 (6) | 0.157 |
| Septic Shock/Sepsis | 19 (2) | 5 (3) | 14 (2) | 0.586 | 4 (3) | 4 (3) | 1.000 |
| Death | 182 (22) | 52 (29) | 130 (20) | 38 (26) | 41 (28) | 0.185 | |
| Hospital stay, days | 9 (5–15) | 11 (6–16) | 9 (5–14) | 11 (6–16) | 11 (7–16) | 0.920 | |
ICU = intensive care unit; ARDS = acute respiratory distress syndrome.
Laboratory findings by group among unadjusted and propensity-matched cohorts, stratified by statin therapy.
| Variables | Reference range | Unadjusted data | Propensity score matched data | ||||
|---|---|---|---|---|---|---|---|
| Statin group (N = 179) | No-statin group (N = 663) | Statin group (N = 145) | No-statin group (N = 145) | ||||
| Laboratory findings | |||||||
| White blood cell count, per 109/L | 4.19–9.35 | 6.4 (4.8–9.53) | 5.9 (4.6–7.99) | 6.22 (4.8–9.14) | 6.0 (4.97–8.22) | 0.678 | |
| Lymphocytes, per 109/L | 1.13–3.37 | 0.93 (0.66–1.3) | 0.98 (0.7–1.4) | 0.183 | 0.98 (0.695–1.3) | 0.98 (0.68–1.36) | 0.635 |
| Neutrophils, per 109/L | 1.91–6.23 | 4.69 (3.13–7.3) | 4.14 (3–6) | 4.64 (3.17–6.39) | 4.4 (3.36–6.39) | 0.621 | |
| Monocytes, per 109/L | 0.29–0.81 | 0.45 (0.3–0.7) | 0.43 (0.3–0.6) | 0.124 | 0.43 (0.3–0.7) | 0.46 (0.33–0.62) | 0.870 |
| Platelet count, per 109/L | 155–360 | 201 (143–282) | 193 (153–252) | 0.401 | 207 (148–277) | 196 (154–241) | 0.355 |
| Haemoglobin, g/dL | 12.0–6.0 | 13.2 (12–14.4) | 13.8 (12.7–14.8) | 13.2 (12–14.4) | 13.6 (12.4–15) | ||
| C-Reactive protein, mg/L | <10 | 20.6 (8.72–67.4) | 18.4 (6.01–67.5) | 0.303 | 20.2 (8.13–99.7) | 36 (11.6–99.7) | |
| Lactate dehydrogenase, U/L | 125–360 | 360 (271–492) | 310 (235–404) | 352 (261–473) | 335 (269–403) | 0.328 | |
| Creatine phosphokinase, U/L | 29–322 | 134 (73.8–283) | 98 (58–181) | 113 (73.8–289) | 134 (65–229) | 0.156 | |
| Creatinine, mg/dL | 0.5–0.95 | 1.04 (0.84–1.4) | 0.92 (0.77–1.1) | 1 (0.827–1.33) | 1.01 (0.83–1.3) | 0.728 | |
| High-sensitivity cardiac troponin T, ng/L | <14 | 31 (13–50) | 16 (7–40) | 31 (13–43) | 32 (17.5–64) | 0.088 | |
| D-Dimer, μg/L | <500 | 806 (356–2901) | 918 (490–2228) | 0.739 | 772 (351–3171) | 1566 (572–3171) | 0.404 |
| Chest X-Ray findings, N (%) | |||||||
| Pneumonia on admission | 168 (94) | 578 (87) | 137 (95) | 129 (89) | 0.089 | ||
| Pulmonary infiltrations | 131 (73) | 425 (64) | 98 (68) | 106 (73) | 0.305 | ||
| Ground-glass opacity | 104 (58) | 330 (50) | 84 (58) | 55 (38) | |||
| Consolidation lesions | 113 (63) | 313 (47) | 88 (61) | 61 (42) | |||
Multinomial univariate logistic regression of in-hospital death and moderate/severe disease (NEWS ≥ 5) according to statin intensity.
| Statin Intensity | Predictor | Estimate | SE | Z | p | OR | 95% Confidence Interval | |
|---|---|---|---|---|---|---|---|---|
| Lower | Upper | |||||||
| Moderate Intensity | Death | 0.357 | 0.635 | 0.562 | 0.574 | 1.43 | 0.412 | 4.96 |
| NEWS ≥ 5 | 1.084 | 0.542 | 2.00 | 2.96 | 1.022 | 8.55 | ||
| High Intensity | Death | 0.439 | 0.621 | 0.707 | 0.480 | 1.55 | 0.459 | 5.24 |
| NEWS ≥ 5 | 1.357 | 0.536 | 2.52 | 3.88 | 1.356 | 11.10 | ||
| High Intensity | Death | 0.0823 | 0.404 | 0.203 | 0.839 | 1.167 | 0.773 | 1.762 |
| NEWS ≥ 5 | 0.273 | 0.376 | 0.728 | 0.467 | 1.314 | 0.629 | 2.745 | |
OR = odds ratio; NEWS = National Early Warning Score.
Fig. 1Schematic representation of statin intensity distribution in the matched cohort of statin users (N = 145).∗p < 0.05 vs. Low-Intensity group.