| Literature DB >> 35171364 |
Geyao Qi1, Hao Wang2, Yufeng Guo3, Chi Peng1, Chenxu Zhang1, Ting Chen4, Jia He1, Zhichao Jin5.
Abstract
BACKGROUND: The clinical outcomes of patients with rheumatic diseases infected with COVID-19 were inconsistent characteristics across regions and time periods. We need to revisit and sort out the clinical characteristics of these patients at the beginning of the global COVID-19 epidemic.Entities:
Keywords: COVID-19; Meta-analysis; Mortality; Propensity score matching; Rheumatic diseases
Mesh:
Year: 2022 PMID: 35171364 PMCID: PMC8853197 DOI: 10.1007/s10067-022-06086-2
Source DB: PubMed Journal: Clin Rheumatol ISSN: 0770-3198 Impact factor: 3.650
Fig. 1Flow chart of the whole study
Baseline characteristics of the COVID-19 patients with rheumatic diseases or not
| Total ( | Rheumatic disease group | No rheumatic disease group | Testing statistic | ||
|---|---|---|---|---|---|
| Diagnosis of rheumatic diseases | |||||
| Gout (%) | 57 (62.63) | ||||
| Rheumatoid arthritis (RA, %) | 20 (21.98) | ||||
| Systemic lupus erythematosus (SLE, %) | 4 (4.40) | ||||
| Others (%) | 10 (10.99) | ||||
| Age, years, mean ( | 59.37 (14.64) | 62.15 (11.88) | 59.31 (14.69) | 0.07 | |
| Height, cm, mean ( | 162.06 (9.22) | 163.41 (8.53) | 162.03 (9.23) | 0..16 | |
| Weight, kg, mean ( | 59.84 (6.97) | 59.94 (6.65) | 59.84 (6.67) | 0.89 | |
| Gender | |||||
| Male (%) | 2072 (47.60) | 54 (59.32) | 2018 (47.31) | 0.02 | |
| Female (%) | 2281 (52.40) | 37 (40.68) | 2244 (52.69) | ||
| Severity of COVID-19 | |||||
| Mild or moderate (%) | 3461 (79.51) | 64 (70.33) | 3396 (79.68) | 0.04 | |
| Severe or critical (%) | 892 (20.49) | 27 (29.67) | 866 (20.32) | ||
| Critical (%) | |||||
| Hypertension (%) | 1315 (30.21) | 39 (42.91) | 1276 (29.91) | 0.01 | |
| Diabetes (%) | 597 (13.71) | 15 (16.51) | 582 (13.72) | 0.43 | |
| Coronary heart disease (%) | 266 (6.11) | 9 (9.92) | 257 (6.02) | 0.12 | |
| Other chronic diseases or surgeries in bronchi and lungs (%) | 163 (3.74) | 4 (2.45) | 159 (3.73) | ~ | 0.96 |
| COPD (%) | 47 (1.08) | 1 (1.11) | 46 (1.12) | > 0.99 | |
| Cancer (%) | 40 (0.92) | 0 (0.00) | 40 (0.90) | > 0.99 | |
| General physical conditions | |||||
| Temperature, degree centigrade, mean ( | 36.52 (0.43) | 36.46 (0.43) | 36.52 (0.43) | 0.19 | |
| Respiratory rate, breaths per min, mean ( | 19.92 (2.22) | 20.29 (2.17) | 19.91 (2.23) | 0.11 | |
| Heart rate, beats per min, mean ( | 85.99 (13.60) | 87.31 (14.12) | 85.96 (13.59) | 0.35 | |
| Oxyhemoglobin saturation percentage, mean ( | 97.27 (2.42) | 97.52 (1.96) | 97.26 (2.44) | 0.31 | |
| Blood pressure | |||||
| Systolic, mmHg, mean ( | 130.71 (17.03) | 129.68 (14.75) | 130.73 (17.08) | 0.56 | |
| Diastolic, mmHg, mean ( | 81.41 (11.56) | 81.44 (10.06) | 81.41 (11.59) | 0.98 | |
| Signs and symptoms | |||||
| Fever (%) | 2725 (62.60) | 66 (72.52) | 2659 (62.42) | 0.04 | |
| Cough (%) | 2499 (57.41) | 56 (61.52) | 2443 (57.32) | 0.42 | |
| Fatigue (%) | 1526 (35.06) | 31 (34.12) | 1495 (35.10) | 0.84 | |
| Gasp (%) | 673 (15.46) | 17 (18.73) | 656 (15.40) | 0.39 | |
| Chest pain (%) | 555 (12.75) | 17 (18.71) | 538 (12.64) | 0.09 | |
| Sputum (%) | 217 (4.99) | 3 (3.31) | 214 (5.01) | ~ | 0.25 |
| Headache (%) | 45 (1.03) | 3 (3.31) | 42 (1.01) | 0.07 | |
| Muscle ache (%) | 87 (2.00) | 0 (0.00) | 87 (2.02) | 0.26 | |
| Laboratory finds | |||||
| White blood cell count, × 109/L, mean ( | 6.15 (2.79) | 6.62 (2.72) | 6.14 (2.80) | 0.11 | |
| Neutrophil count, × 109/L, mean ( | 3.98 (2.41) | 4.45 (2.63) | 3.97 (2.41) | 0.06 | |
| Lymphocyte count, × 109/L, mean ( | 1.55 (0.61) | 1.46 (0.60) | 1.56 (0.61) | 0.12 | |
| Monocyte count, × 109/L, mean ( | 0.44 (0.65) | 0.51 (0.20) | 0.44 (0.66) | 0.31 | |
| Treatment | |||||
| Antiviral treatment (%) | 2526 (58.03) | 51 (56.04) | 2475 (58.10) | 0.70 | |
| Glucocorticoid (%) | 534 (12.27) | 23 (25.34) | 511 (12.03) | < 0.01 | |
| Hydroxychloroquine (HCQ, %) | 180 (4.14) | 5 (5.49) | 175 (4.11) | ~ | 0.69 |
| Tocilizumab (TCZ, %) | 129 (2.96) | 4 (4.40) | 125 (2.93) | ~ | 0.62 |
a“t” meant using the T test
b“χ” meant using the Chi test
c “ ~ χ” meant using the Chi test with Yates continuity corrections
d“Exact” meant using the Fisher’s exact method
Baseline characteristics of the COVID-19 patients with ARD and non-ARD
| Patients with rheumatic diseases | Patients with ARD | Patients with non-ARD | Testing statistic | ||
|---|---|---|---|---|---|
| Age, years, mean ( | 62.15 (11.88) | 60.23 (13.17) | 63.09 (1.19) | 0.28 | |
| Height, cm, mean ( | 163.41 (8.53) | 161.97 (8.13) | 164.11 (8.69) | 0.26 | |
| Weight, kg, mean ( | 59.94 (6.65) | 60.67 (6.75) | 59.58 (6.76) | t = 0.73 | 0.47 |
| Gender | |||||
| Male (%) | 54 (59.32) | 9 (30.00) | 45 (73.77) | < 0.01 | |
| Female (%) | 37 (40.68) | 21 (70.00) | 16 (26.23) | ||
| Severity of COVID-19 | |||||
| Mild or moderate (%) | 64 (70.33) | 20 (66.67) | 44 (72.13) | 0.59 | |
| Severe or critical (%) | 27 (29.67) | 10 (33.33) | 17 (27.87) | ||
| Critical (%) | |||||
| Hypertension (%) | 39 (42.91) | 11 (36.67) | 28 (45.91) | 0.40 | |
| Diabetes (%) | 15 (16.51) | 4 (13.33) | 11 (18.03) | 0.57 | |
| Coronary heart disease (%) | 9 (9.92) | 3 (10.00) | 6 (9.84) | ~ | 0.72 |
| Other chronic diseases or surgeries in bronchi and lungs (%) | 4 (2.45) | 1 (3.33) | 3 (4.92) | ~ | 0.84 |
| COPD (%) | 1 (1.11) | 0 (0.00) | 1 (1.64) | 0.67 | |
| General physical conditions | |||||
| Temperature, degree centigrade, mean ( | 36.46 (0.43) | 36.39 (0.27) | 36.49 (0.49) | 0.28 | |
| Respiratory rate, breaths per min, mean ( | 20.29 (2.17) | 20.75 (3.01) | 20.06 (1.58) | 0.15 | |
| Heart rate, beats per min, mean ( | 87.31 (14.12) | 87.47 (15.63) | 87.23 (13.45) | 0.94 | |
| Oxyhemoglobin saturation percentage, mean ( | 97.52 (1.96) | 97.80 (1.52) | 97.38 (2.14) | 0.34 | |
| Blood pressure | |||||
| Systolic, mmHg, mean ( | 129.68 (14.75) | 128.50 (14.56) | 130.26 (14.92) | 0.59 | |
| Diastolic, mmHg, mean ( | 81.44 (10.06) | 78.83 (13.34) | 82.72 (13.34) | 0.08 | |
| Signs and symptoms | |||||
| Fever (%) | 66 (72.52) | 28 (93.33) | 38 (62.30) | < 0.01 | |
| Cough (%) | 56 (61.52) | 18 (60.00) | 38 (62.30) | 0.83 | |
| Fatigue (%) | 31 (34.12) | 10 (33.33) | 21 (34.43) | 0.92 | |
| Gasp (%) | 17 (18.73) | 6 (20.00) | 11 (18.03) | 0.82 | |
| Chest pain (%) | 17 (18.71) | 5 (16.67) | 12 (19.67) | 0.73 | |
| Sputum (%) | 3 (3.31) | 1 (3.33) | 2 (3.28) | 0.45 | |
| Headache (%) | 3 (3.31) | 1 (3.33) | 2 (3.28) | 0.45 | |
| Laboratory finds | |||||
| White blood cell count, × 109/L, mean ( | 6.62 (2.72) | 6.31 (2.51) | 6.77 (2.82) | 0.45 | |
| Neutrophil count, × 109/L, mean ( | 4.45 (2.63) | 4.41 (2.31) | 4.47 (2.79) | 0.92 | |
| Lymphocyte count, × 109/L, mean ( | 1.46 (0.60) | 1.35 (0.67) | 1.22 (0.56) | 0.32 | |
| Monocyte count, × 109/L, mean ( | 0.51 (0.20) | 0.53 (0.14) | 0.50 (0.22) | 0.51 | |
| Treatment | |||||
| Antiviral treatment (%) | 51 (56.04) | 19 (63.33) | 32 (52.46) | 0.33 | |
| Glucocorticoid (%) | 23 (25.34) | 15 (50.00) | 8 (13.11) | < 0.01 | |
| Hydroxychloroquine (HCQ, %) | 5 (5.49) | 3 (10.00) | 2 (3.28) | ~ | 0.40 |
| Tocilizumab (TCZ, %) | 4 (4.40) | 2 (6.67) | 3 (4.92) | ~ | 0.88 |
Clinical classification of COVID-19 and some laboratory finds among the patients with different rheumatic diseases
| No rheumatic diseases | Gout | Rheumatoid arthritis (RA) | Systemic lupus erythematosus (SLE) | Others | Testing statistic | ||
|---|---|---|---|---|---|---|---|
| Severity of COVID-19 | |||||||
| Mild and moderate (%) | 3396 (79.68) | 41 (71.93) | 13 (65.00) | 1 (25.00) | 9 (90.00) | ||
| Severe (%) | 783 (18.37) | 16 (28.07) | 7 (35.00) | 2 (50.00) | 1 (10.00) | ||
| Critical (%) | 83 (1.95) | – | – | 1 (25.00) | – | ||
| Laboratory finds | |||||||
| Hemoglobin, g/L, median (IQR) | 124.00 (114.00, 134.50) | 120.00 (109.88, 130.00) | 115.50 (102.62, 121.75) | 102.25 (91.34, 113.19) | 111.92 (103.38, 117.77) | < 0.01 | |
| Lymphocyte count, × 109/L, median (IQR) | 1.54 (1.21, 1.90) | 1.60 (1.27, 1.91) | 1.53 (1.34, 1.60) | 1.02 (0.71, 1.26) | 1.16 (1.03, 1.33) | 0.09 | |
| Lymphocyte percentage, %, median (IQR) | 27.60 (21.80, 33.10) | 27.85 (20.86, 31.15) | 27.17 (24.07, 30.52) | 13.99 (8.50, 18.56) | 21.27 (17.18, 26.84) | 0.02 | |
| Platelet count, × 109/L, median (IQR) | 222.00 (184.00, 267.00) | 237.00 (187.50, 273.50) | 233.50 (211.88, 254.00) | 188.12 (152.04, 208.44) | 228.67 (191.00, 255.86) | 0.41 | |
| Interleukin-6, pg/mL, median (IQR) | |||||||
1.50 (1.50, 3.92) | 2.22 (1.50, 6.04) | 9.75 (1.77, 25.66) | 11.53 (6.51, 27.57) | 8.41 (1.50, 17.48) | 0.01 | ||
| Erythrocyte sedimentation rate (ESR), mm/H, median (IQR) | |||||||
27.00 (12.62, 50.00) | 50.33 (38.75, 78.00) | 52.00 (30.00, 64.50) | – | 42.50 (36.25, 48.75) | 0.10 | ||
| SARS-cov-2 IgM, median (IQR) | |||||||
31.57 (10.38, 68.12) | 28.31 (17.52, 84.60) | 19.71 (7.25, 85.55) | 13.28 (11.63, 29.78) | 36.73 (7.38, 47.71) | 0.87 | ||
| SARS-cov-2 IgG, median (IQR) | 144.72 (95.41, 179.37) | 163.23 (119.40, 180.94) | 113.07 (88.95, 162.02) | 108.39 (54.96, 137.18) | 127.82 (82.16, 152.29) | 0.35 |
a“H” meant using the Kruskal–Wallis H test
The factors after PSM
| Rheumatic disease group | No rheumatic disease group | Testing statistic | ||
|---|---|---|---|---|
| Age, years, mean ( | 62.04 (11.90) | 62.09 (14.09) | 0.98 | |
| Gender, male (%) | 53 (58.89) | 198 (57.1) | 0.76 | |
| Height, cm, mean ( | 163.31 (8.53) | 163.18 (8.39) | 0.89 | |
| Weight, kg, mean ( | 59.89 (6.67) | 59.98 (6.75) | 0.92 | |
| Temperature, degree centigrade, mean ( | 36.47 (0.42) | 36.48 (0.40) | 0.92 | |
| Respiratory rate, breaths per min, mean ( | 20.27 (2.18) | 20.10 (2.32) | 0.49 | |
| Oxyhemoglobin saturation, percentage, mean ( | 97.47 (1.96) | 97.02 (3.036) | 0.165 | |
| COPD (%) | 1 (1.11) | 4 (1.15) | ~ | > 0.99 |
| Diabetes (%) | 15 (14.60) | 56 (16.13) | 0.90 | |
| Hypertension (%) | 38 (42.22) | 143 (41.21) | 0.86 | |
| Coronary heart disease (%) | 9 (10.00) | 30 (8.64) | 0.69 | |
| Antiviral treatment (%) | 51 (56.67) | 197 (56.77) | 0.99 | |
| Glucocorticoid (%) | 22 (24.44) | 72 (20.75) | 0.45 | |
| Tocilizumab (TCZ, %) | 4 (4.44) | 16 (4.61) | ~ | > 0.99 |
| Hydroxychloroquine (HCQ, %) | 5 (5.56) | 20 (5.76) | 0.94 |
Fig. 2The forest plot shows the change in STD mean difference before and after matching for all co-variates included in the PSM
The PSM outcomes between two groups — rheumatic disease group and no rheumatic disease group
| Total | Rheumatic disease group | No rheumatic disease group | Testing statistic | ||||
|---|---|---|---|---|---|---|---|
| Duration in hospital, mean ( | 15.40 (8.07) | Pre-matched (91: 4262) | 16.16 (8.27) | 15.38 (8.07) | 0.36 | ||
| Post-matched (90: 347) | 15.97 (8.08) | 15.48 (9.12) | 0.64 | ||||
| Duration of viral clearance, mean ( | 42.09 (14.91) | Pre-matched (91: 4262) | 44.23 (14.97) | 42.04 (14.92) | 0.17 | ||
| Post-matched (90: 347) | 43.69 (14.63) | 45.48 (15.60) | 0.33 | ||||
| ICU (%) | 125 (2.87) | Pre-matched (91: 4262) | 2 (2.20) | 123 (2.89) | ~ | 0.94 | 0.76 (0.18, 3.11) |
| Post-matched (90: 347) | 2 (2.22) | 16 (4.61) | ~ | 0.47 | 0.47 (0.11, 2.08) | ||
| Death (%) | 95 (2.18) | Pre-matched (91: 4262) | 1 (1.10) | 94 (2.21) | ~ | 0.73 | 0.49 (0.07, 3.57) |
| Post-matched (90: 347) | 1 (1.11) | 12 (3.46) | ~ | 0.41 | 0.31 (0.04, 2.44) |
The PSM outcomes between the patients with ARD and the patients in no rheumatic disease group
| Patients with ARD | Patients in | Testing statistic | ||||
|---|---|---|---|---|---|---|
| Duration in hospital, mean ( | Pre-matched (30: 4262) | 16.92 (8.78) | 15.38 (8.07) | 0.29 | ||
| Post-matched (30: 108) | 16.92 (8.78) | 15.87 (9.36) | 0.58 | |||
| Duration of viral clearance, mean ( | Pre-matched (30: 4262) | 44.52 (15.67) | 42.04 (14.92) | 0.36 | ||
| Post-matched (30: 108) | 44.52 (15.67) | 44.07 (15.08) | 0.89 | |||
| ICU (%) | Pre-matched (30: 4262) | 2 (6.67) | 123 (2.89) | 0.22 | 2.40 (0.57, 10.20) | |
| Post-matched (30: 108) | 2 (6.67) | 5 (4.63) | ~ | 0.98 | 1.47 (0.27, 7.99) | |
| Death (%) | Pre-matched (30: 4262) | 1 (3.33) | 94 (2.21) | 0.49 | 1.53 (0.21, 11.34) | |
| Post-matched (30: 108) | 1 (3.33) | 3 (2.77) | > 0.99 | 1.21 (0.12, 12.04) |
The outcomes between the COVID-19 patients with ARD and non-ARD
| Patients with rheumatic diseases | Patients with ARD | Patients with non-ARD | Testing statistic | ||
|---|---|---|---|---|---|
| Duration in hospital, mean ( | 16.16 (8.27) | 16.92 (8.78) | 15.79 (8.06) | 0.54 | |
| Duration of viral clearance, mean ( | 44.23 (14.97) | 44.52 (15.67) | 44.09 (14.75) | 0.90 | |
| ICU (%) | 2 (2.20) | 2 (6.67) | 0 (0.00) | 0.11 | |
| Death (%) | 1 (1.10) | 1 (3.33) | 0 (0.00) | 0.33 |
Fig. 3The meta-analysis of COVID-19 patients with and without rheumatic diseases. The COVID-19 patients with rheumatic diseases were at a greater risk than the ones without rheumatic diseases, P < 0.0001