| Literature DB >> 35844823 |
Muhammad B Malik1, Samar A Amer2, Eric Merrell1, Ronald Russo1, Jeffrey B Riley3, Austin Scro4, Elizabeth James4, Anderson Anuforo1, Soumya Adhikari1, Rosalie Siciliano4, Philip Chebaya1, Edward Darling3, Michael Kuhn1, Gary Nieman5, Ahmed Shawkat6, Hani Aiash1,3,5,7.
Abstract
Background and aims: The therapeutic strategy for the treatment of known sequelae of COVID-19 has shifted from reactive to preventative. In this study, we aim to evaluate the effects of acetylsalicylic acid (ASA), and anticoagulants on COVID-19 related morbidity and mortality.Entities:
Keywords: ASA; COVID‐19; acetylsalicylic acid; anticoagulation; preventative medicine
Year: 2022 PMID: 35844823 PMCID: PMC9273938 DOI: 10.1002/hsr2.699
Source DB: PubMed Journal: Health Sci Rep ISSN: 2398-8835
Coefficients.
| Group (0 = control; 1 = ASA; 2 = AC) | Model | Unstandardized coefficients | Standardized coefficients |
| Sig. | Collinearity Statistics | |||
|---|---|---|---|---|---|---|---|---|---|
|
| Std. error |
| Tolerance | VIF | |||||
| 0 | 1 | (Constant) | 66.617 | 3.864 | 17.241 | 0.000 | |||
| BMI | −0.685 | 0.123 | −0.353 | −5.550 | 0.000 | 0.895 | 1.117 | ||
| Comorbidity count | 4.943 | 0.709 | 0.443 | 6.973 | 0.000 | 0.895 | 1.117 | ||
| 1 | 1 | (Constant) | 78.339 | 4.252 | 18.424 | 0.000 | |||
| BMI | −0.543 | 0.141 | −0.417 | −3.864 | 0.000 | 0.865 | 1.157 | ||
| Comorbidity count | 1.396 | 0.662 | 0.227 | 2.108 | 0.038 | 0.865 | 1.157 | ||
Abbreviations: AC, anticoagulation only group; ASA, acetylsalicylic acid; BMI, body mass index.
The demographic and clinical characteristics of the studied groups.
| All the studied groups | Outpatients only ( | |||||||
|---|---|---|---|---|---|---|---|---|
| Groups | SC group, no = 399, F (%) | ASA group, no = 112, F (%) | AC group, no = 28, F (%) |
| SC group, no = 176, F (%) | ASA group, no = 25, F (%) | AC group, no = 5, F (%) |
|
| Sex |
| |||||||
| Female | 214 (53.6) | 52 (46.4) | 12 (32.9) | 110 (62.5) | 16 (64.0) | 3 (60.0) |
| |
| Male | 185 (46.4) | 60 (53.2) | 16 (57.1) | 66 (37.5) | 9 (36.0) | 2 (40.0) | ||
| Age (year) Mean ± SD | (48.8 ± 18.9)a | (65.9 ± 10.9)b | (66.8 ± 18.4)b | <0.001 | 38.5 ± 13.9 | 63.1 ± 6.5 | 60.2 ± 22.3 | <0.001 |
| Age groups (years) | ||||||||
| <54 | 238 (59.6) | 15 (13.4) | 5 (17.9) | <0.001 | 146 (83.0) | 3 (12.0) | 2 (40.0) | <0.05 |
| 54–75 | 120 (30.1) | 75 (67.0) | 14 (50.0) | 30 (17.0) | 22 (88.0) | 2 (40.0) | ||
| >75 | 41 (10.3) | 22 (19.6) | 9 (32.1) | 0 (0.0) | 0 (0.0) | 1 (20.0) | ||
| BMI (kg/m2) (mean ± SD) | (31.6 ± 8.5)a | (37.1 ± 11.7)b | (37.2 ± 11.7)b | <0.001 | (31.7 ± 7.7)a | (31.8 ± 4.6)a | (40.7 ± 13.3)b | <0.05 |
| Smoking status | 64 (11.5) | 12 (10.9) | 1 (3.6) |
| 19 (10.2) | 4 (16.0) | 0 (0.0) |
|
| Comorbidity | ||||||||
| CVD | 34 (8.5) | 44 (39.3) | 19 (67.0) | <0.001 | 8 (4.3) | 6 (24.0) | 4 (80.0) | <0.001 |
| CNS | 13 (3.3) | 16 (14.3) | 3 (10.7) | <0.001 | 2 (1.1) | 1 (4.0) | 0 (0.0) | >0.05 |
| COPD | 21 (5.3) | 24 (21.4) | 9 (32.1) | <0.001 | 0 (0.0) | 4 (16.0) | 0 (0.0) | <0.001 |
| Malignancy | 21 (5.3) | 5 (4.5) | 1 (3.6) |
| 4 (2.3) | 1 (4.0) | 0 (0.0) |
|
| OSA | 22 (5.5) | 14 (12.5) | 10 (35.7) | <0.001 | 7 (4.0) | 1 (4.0) | 2 (40.0) | <0.001 |
| Asthma | 65 (16.3) | 16 (14.3) | 5 (17.9) |
| 31 (17.6) | 5 (20.0) | 1 (20.0) |
|
| HTN | 157 (39.3) | 83 (74.1) | 22 (78.6) | <0.001 | 42 (23.9) | 17 (68.0) | 3 (60.0) | <0.001 |
| DM | 98 (24.6) | 53 (47.3) | 10 (35.70 | <0.001 | 26 (14.8) | 9 (36.0) | 1 (20.0) | <0.05 |
| Dyslipidemia | 116 (29.1) | 78 (69.6) | 15 (53.6) | 27 (15.3) | 18 (27.0) | 2 (40.0) | <0.001 | |
| No of comorbidities Median (interquartile range) | 2 (0–7) | 3 (0–8) | 4 (1–8) | <0.001 | 1 (0–7) | 3 (0–6) | 4 (1–4) | <0.001 |
| Inpatient admission | 223 (55.9) | 87 (77.7) | 23 (82.1) | <0.001 | ||||
| Bleeding events | 6 (1.5) | 6 (5.4) | 2 (7.1) | <0.05 | ||||
| Clotting events | 19 (4.2) | 7 (6.3) | 2 (7.1) |
| ||||
| Death | 24 (6.0) | 15 (13.4) | 6 (21.4) | <0.001 | ||||
| Time to study (day) Median (interquartile range) | 6a (1–53) | 7a (1–42) | 12b (1–53) | <0.001 | ||||
Note: a,b, the alphabet of different symbols shows statistically significant difference.
Abbreviations: AC, anticoagulation only group; ASA, acetylsalicylic acid; BMI, body mass index; CNS, cerebrovascular disease; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease (CAD, CHF, valvular disease, cardiomyopathies); DM, diabetes mellitus; OSA, obstructive sleep apnea; HTN, hypertension; SC, standard care group.
p < 0.05 there is a statistically significant difference.
The demographic and clinical characteristics among inpatient group (n = 333).
| SC group, no = 223, F (%) | ASA group, no = 87, F (%) | AC group, no = 23, F (%) |
| |
|---|---|---|---|---|
| Sex | ||||
| Female | 104 (46.6) | 36 (41.4) | 9 (39.1) |
|
| Male | 119 (53.4) | 51 (58.6) | 14 (60.9) | |
| Age (year) mean ± SD | 56.9 ± 17.4 | 66.8 ± 11.8 | 68.2 ± 15.1 | >0.001 |
| Age groups (years) | 92 (41.3) | 12 (13.9) | 3 (13.0) | |
| <54 | 90 (40.4) | 53 (60.9) | 12 (52.2) | |
| 54–75 | 41 (18.4) | 22 (25.3) | 8 (34.8) | |
| >75 | ||||
| BMI (kg/m2) | <0.05* | |||
| Mean ± SD | 31.6 ± 8.9 | 30.9 ± 9.0 | 36.9 ± 11.4 | |
| Smoking | 27 (12.1) | 8 (9.2) | 1 (4.3) | 0.71 |
| Comorbidities | ||||
| No comorbidity | 26 (11.7) | 3 (3.4) | 0 (0.0) | <0.001* |
| CVD | 26 (11.7) | 38 (43.7) | 15 (65.2) | <0.001* |
| CNS | 11 (4.9) | 15 (17.2) | 3 (13.0) | >0.001 |
| COPD | 21 (9.4) | 20 (23.0) | 9 (39.1) |
|
| Malignancy | 17 (7.6) | 4 (4.6) | 1 (4.3) | >0.001 |
| OSA | 15 (6.7) | 13 (14.9) | 8 (34.8) |
|
| Asthma | 34 (15.2) | 11 (12.6) | 4 (17.4) | >0.001 |
| HTN | 115 (51.6) | 66 (75.9) | 19 (82.6) | |
| DM | 72 (32.3) | 44 (50.6) | 9 (39.1) |
|
| Dyslipidemia | 89 (39.9) | 60 (69.0) | 13 (56.5) | >0.001 |
| LOS (days) | ||||
| Median (interquartile range) | 6 (1–53) | 7 (1–42) | 12 (1–53) |
|
| 30‐day hospital readmission rate | 25 (11.2) | 13 (14.9) | 5 (21.7) |
|
| ICU admission | 77 (34.5) | 28 (32.2) | 9 (39.1) |
|
| Time needed in ICU before successful discharge (days) | 4.5 (1–39) | 9 (1–41) | 6 (1–20) |
|
| Median (interquartile range) | ||||
| Occurrence of ARDS | 40 (17.9) | 13 (14.9) | 5 (21.7) |
|
| Ventilation required | 26 (11.7) | 13 (14.9) | 5 (21.7) |
|
| Study time from admission to intubation (days) |
|
|
| > |
| Median (interquartile range) | 3.5 (1–24) | 2 (1–15) | 1 | |
| Time from intubation to successful extubation (days) |
| |||
| Median (interquartile range) | ||||
| F (%) | 7 (1–30) | 10.5 (2–30) | 5.50 (5.50 ± 0.7) | |
| 8 (3.6%) | 5 (5.7%) | 1 (3.6%) | ||
| Bleeding events | 6 (2.7) | 6 (6.9) | 2 (8.7) |
|
| Clotting events | 18 (8.1) | 7 (8.0) | 2 (8.7) |
|
| Death |
|
|
|
|
| The outcomes | ||||
| No complications |
|
|
| |
| Clotting |
|
|
| |
| Clotting + bleeding |
|
|
| |
| Bleeding |
|
|
| |
| Death |
|
|
| |
| Clotting + death |
|
|
|
|
| Bleeding + death |
|
|
| |
| Clotting + bleeding + death |
|
|
|
Abbreviations: AC, anticoagulation only group; ASA, acetylsalicylic acid; BMI, body mass index; CNS, cerebrovascular disease; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease (CAD, CHF, valvular disease, cardiomyopathies); DM, diabetes mellitus; LSA, length of stay; OSA, obstructive sleep apnea; HTN, hypertension; SC, standard care group.
*p < 0.05.
Binary logistic regression analysis for predicting primary outcome (inpatient admission).
| Variables | Adjusted models |
|
| |
|---|---|---|---|---|
| OR | 95% CI | |||
| Constant | 0.54 | −0.61 | <0.001 | |
| Age groups (year) | ||||
| <54 |
| |||
| 54–75 |
|
|
| < |
| >75 |
|
|
| < |
| Comorbidity | ||||
| CVD |
|
|
| >0 |
| CNS |
|
|
| > |
| HTN |
|
|
| > |
| DM |
|
|
| < |
| Dyslipidemia |
|
|
| > |
| COPD |
|
|
| > |
| OSA |
|
|
| > |
| Groups | ||||
| Control (SC) |
| |||
| ASA |
|
|
| > |
| AC |
|
|
| > |
Note: A binary logistic regression model; Hosmer and Lemeshhow test; χ 2 (12.9), df (8), p (0.11). Omnibus test model χ 2 (142.3), p (0.00*). Cox and Snell R 2 = 0.23. Nagelkerke R 2 = 0.32. Overall percentage (71.1).
Abbreviations: AC, anticoagulation only group; ASA, acetylsalicylic acid; CI, confidence interval; CNS, cerebrovascular disease; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; DM, diabetes mellitus; OSA, obstructive sleep apnea; OR, odds ratio; HTN, hypertension; SC, standard care group.
p < 0.05, statistically significant difference.
Binary logistic regression analysis for predicting secondary outcomes (30‐day readmission rates, ICU admission, ARDS occurrence, and death among inpatient cases).
| 30‐day readmission rate | Occurrence of ARDS | MICU admission | Death | |||||
|---|---|---|---|---|---|---|---|---|
| Variables | Adjusted models OR (95% CI) |
| Adjusted models OR (95% CI) |
| Adjusted models OR (95% CI) |
| Adjusted models OR (95% CI) |
|
| Constant |
|
| 0.13 |
|
|
|
|
|
| Age groups (year) | ||||||||
| <54 |
| > | 1 | >0.05 | 1 | >0.05 | 1 |
|
| 54–75 |
| > | 1.26 (0.59–2.66) | >0.05 | 1.28 (0.70–2.33) | >0.05 | 4.86 (1.04–22.5) | <0.001 |
| >75 |
| 1.24 (0.49–3.17) | 0.91 (0.41–1.96) | 10.94 (2.20–45.2) | ||||
| Comorbidity | ||||||||
| CVD |
| < | 0.69 (0.31–1.56) | >0.05 | 0.83 (0.44–1.55) | >0.05 | 1.24 (0.54–2.83 | >0.05 |
| CNS |
| > | 0.62 (0.19–1.94) | >0.05 | 1.71 (0.74–3.92) | >0.05 | 1.86 (0.72–4.79 | >0.050 |
| HTN |
| > | 1.17 (0.59–2.34) | >0.05 | 1.40 (0.74–3.92) | >0.05 | 1.76 (0.71–4.39) | >0.05 |
| DM |
| > | 1.98 (1.06–3.68) |
| 1.59 (0.95–2.64) | >0.05 | 1.25 (0.61–2.58) | >0.05 |
| Dyslipidemia |
| > | 1.15 (0.59–2.21) | >0.05 | 1.01 (0.59–1.73) | >0.05 | 0.94 (0.43–2.06) | >0.05 |
| COPD |
| > | 1.25 (0.5–2.66) | >0.050 | 1.78 (0.91–3.48) | >0.05 | 3.37 (1.56–7.26) | <0.001 |
| OSA |
| > | 1.29 (0.52–3.22) | >0.05 | 1.60 (0.75–3.42) | 0.64 (0.19–2.09) | >0.05 | |
| Groups | ||||||||
| Control (SC) |
| 1 |
| 1 | ||||
| ASA |
| > | 0.71 (0.33–1.52 | >0.05 |
| >0.05 | 0.85 (00.36–1.99) | >0.05 |
| AC |
| > | 1.19 (0.36–3.99) | >0.05 |
| >0.05 | 1.24 (0.37–4.16) | >0.05 |
Note: ARDS, A binary logistic regression model; Hosmer and Lemeshhow test; χ 2 (11.1), df (7), p (0.13). Omnibus test model χ 2 (10.09) p (0.52). Cox and Snell R 2 = 0.03. Nagelkerke R 2 = 0.05. Overall percentage (82.6%) ICU.
ICU, A binary logistic regression model; Hosmer and Lemeshhow test; χ 2 (2.18), df (7), p (0.97). Omnibus test model χ 2 (10.09) p (0.52). Cox and Snell R 2 = −0.05. Nagelkerke R 2 = 0.08. Overall percentage = 67.3%.
Abbreviations: AC, anticoagulation only group; ASA, acetylsalicylic acid; CI, confidence interval; CNS, cerebrovascular disease; COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease; DM, diabetes mellitus; OSA, obstructive sleep apnea; OR, odds ratio; HTN, hypertension; SC, standard care group.
p < 0.05, statistically significant difference.