A total of 1,478 patients met the inclusion criteria and were included in the study analysis. Of these patients, 385 (26.0%) patients had an impaired renal function. The study sample showed patients with a mean age of 57.5 years and BMI of 31.1 kg/m2. The sample also resulted in 58.7% males, 12.1% smokers, 52.9% diabetes mellitus, 49.2% hypertension, and 13.3% hyperlipidemia. Table 1 shows the differences in baseline characteristics between patients with or without renal impairment. Patients with renal impairment were seen to be significantly older (64.3±11.4 vs. 55.7±13.5, p=<0.001). Renal impairment patients were also noted to have significantly lower levels of low-density lipoprotein (71.0 vs. 93.5) and high-density lipoprotein (36.0 vs. 41.0). Troponin levels were noted to be significantly higher in renal impaired patients (0.02 vs. 0.01, p=<0.001). Additionally, patients with renal impairment reported more patients with diabetes mellitus (67.0% vs. 49.3%) and hypertension (67.0% vs. 43.2%). Renal impairment was also noted to have significantly more patients with thrombocytopenia (22.9% vs. 8.2%), myocardial infarction (11.4% vs. 5.17). However, renal impaired patients had lower levels of respiratory symptoms (72.0% vs. 82.8%). As for treatments, patients with renal impairment had lower rates of remdesivir (49.7% vs. 61.2%), prednisone (16.4% vs. 23.8%), azithromycin (39.0% vs. 57.4%), and deep vein thrombosis prophylaxis regimens (39.2% vs. 53.7%). In contrast, renal impaired patients had higher rates of aspirin (36.6% vs. 29.3%), statins (48.8% vs. 39.9%), SSRI (11.4% vs. 7.6%), monoclonal antibodies (2.6% vs. 1.0%), and therapeutic anticoagulants/warfarin (43.6% vs. 29.5%) (Table 1).
Table 1: Comparison of baseline clinical and treatment profiles between patients with or without renal impairment
|
|
Renal Impairment
|
|
Factor
|
Overall
|
No
|
Yes
|
p-value
|
N
|
1478
|
987
|
385
|
|
Demographics
|
|
|
|
|
Age (years), mean (SD)
|
57.49 (13.62)
|
55.72 (13.47)
|
64.26 (11.41)
|
<0.001
|
Gender – Male
|
864 (58.70%)
|
563 (57.22%)
|
246 (64.06%)
|
0.023
|
Risk Factors and comorbidities
|
|
|
|
|
BMI (kg/m2), mean (SD)
|
31.09 (6.38)
|
31.31 (6.40)
|
30.32 (6.22)
|
0.015
|
Vitamin D level, median (IQR)
|
27.60 (18.80, 40.00)
|
28.50 (19.40, 39.80)
|
27.20 (17.20, 37.90)
|
0.260
|
LDL level, median (IQR)
|
91.00 (65.00, 115.00)
|
93.50 (67.50, 120.00)
|
71.00 (57.00, 99.00)
|
<0.001
|
HLD level, median (IQR)
|
40.00 (32.00, 48.50)
|
41.00 (33.00, 50.00)
|
36.00 (29.00, 45.00)
|
<0.001
|
Troponin, median (IQR)
|
0.01 (0.01, 0.02)
|
0.01 (0.01, 0.02)
|
0.02 (0.01, 0.11)
|
<0.001
|
Smoking - Yes
|
179 (12.11%)
|
127 (12.87%)
|
38 (9.87%)
|
0.140
|
Diabetes Mellitus
|
601 (52.90%)
|
361 (49.25%)
|
199 (67.00%)
|
<0.001
|
Neurological symptoms
|
377 (25.51%)
|
241 (24.42%)
|
111 (28.83%)
|
0.099
|
GI symptoms
|
813 (55.01%)
|
526 (53.29%)
|
201 (52.21%)
|
0.720
|
Respiratory symptoms
|
1180 (79.84%)
|
817 (82.78%)
|
277 (71.95%)
|
<0.001
|
Cardiac symptoms
|
399 (27.00%)
|
271 (27.46%)
|
104 (27.01%)
|
0.890
|
Myocardial infarction
|
96 (6.50%)
|
51 (5.17%)
|
44 (11.43%)
|
<0.001
|
Stroke
|
44 (2.98%)
|
25 (2.53%)
|
16 (4.16%)
|
0.120
|
Pneumothorax
|
45 (3.04%)
|
25 (2.53%)
|
18 (4.68%)
|
0.056
|
GI bleeding
|
63 (4.26%)
|
38 (3.85%)
|
23 (5.97%)
|
0.110
|
Thrombocytopenia
|
180 (12.18%)
|
81 (8.21%)
|
88 (22.86%)
|
<0.001
|
Eye symptoms
|
43 (2.91%)
|
32 (3.24%)
|
11 (2.86%)
|
0.860
|
Hyperlipidemia
|
196 (13.26%)
|
121 (12.26%)
|
63 (16.36%)
|
0.052
|
Hypertension
|
727 (49.19%)
|
426 (43.16%)
|
258 (67.01%)
|
<0.001
|
Treatments
|
|
|
|
|
Remdesivir
|
862 (58.40%)
|
604 (61.26%)
|
191 (49.74%)
|
<0.001
|
Dexamethasone
|
1061 (71.79%)
|
715 (72.44%)
|
269 (69.87%)
|
0.350
|
Prednisone
|
317 (21.45%)
|
235 (23.81%)
|
63 (16.36%)
|
0.003
|
Hydroxychloroquine
|
31 (2.10%)
|
22 (2.23%)
|
7 (1.82%)
|
0.830
|
Azithromycin
|
766 (51.83%)
|
566 (57.35%)
|
150 (38.96%)
|
<0.001
|
Aspirin
|
444 (30.04%)
|
289 (29.28%)
|
141 (36.62%)
|
0.010
|
Statin
|
617 (41.75%)
|
394 (39.92%)
|
188 (48.83%)
|
0.003
|
SSRI
|
122 (8.25%)
|
75 (7.60%)
|
44 (11.43%)
|
0.032
|
Vitamin D therapy
|
705 (47.70%)
|
477 (48.33%)
|
165 (42.86%)
|
0.071
|
Convalescent plasma
|
98 (6.63%)
|
67 (6.79%)
|
28 (7.27%)
|
0.720
|
Monoclonal antibodies
|
20 (1.35%)
|
10 (1.01%)
|
10 (2.60%)
|
0.042
|
Therapeutic anticoagulants/Warfarin
|
459 (31.06%)
|
291 (29.48%)
|
168 (43.64%)
|
<0.001
|
Therapeutic anticoagulant
|
451 (30.51%)
|
286 (28.98%)
|
165 (42.86%)
|
<0.001
|
All data were expressed with N(%) otherwise explained. SD: standard deviation; IRQ: interquartile range; BMI: body mass index; LDL: low-density lipoprotein; HDL: high-density lipoprotein; GI: gastrointestinal; SSRI: selective serotonin reuptake inhibitor
Comparison of clinical outcomes by renal impairment status
There was also a significant difference in mortality (33% vs. 12%, p=<0.001), ICU transfer (65% vs. 54%, p=<0.001), and O2 supplementation at time of discharge (38% vs. 48%, p=0.007). The median hospital length of stay (HLOS) was found to be statistically different between renally impaired and non-renally impaired patients (11 days (5, 17) vs 11 days (6.4, 19), p=0.017) (Table 2).
Table 2: Unadjusted associations of renal impairment with each outcome.
|
Renal Impairment
|
|
Outcomes
|
No
|
Yes
|
p-value
|
N
|
987
|
385
|
|
Mortality
|
|
|
<0.001
|
Discharged from Hospital
|
869 (88.22%)
|
256 (66.67%)
|
|
Died
|
116 (11.78%)
|
128 (33.33%)
|
|
ICU transfer
|
|
|
<0.001
|
No
|
452 (45.80%)
|
133 (34.55%)
|
|
Yes
|
535 (54.20%)
|
252 (65.45%)
|
|
O2 supplementation at discharge
|
|
|
0.007
|
No
|
461 (52.45%)
|
162 (62.07%)
|
|
Yes
|
418 (47.55%)
|
99 (37.93%)
|
|
PE
|
|
|
1.000
|
No
|
635 (97.54%)
|
264 (97.42%)
|
|
Yes
|
16 (2.46%)
|
7 (2.58%)
|
|
HLOS, median (IQR); mean ± SD
|
11.00 (5.00, 17.00); 13.7±16.3
|
11.00 (6.40, 19.00); 14.3±12.7
|
0.017
|
IQR: interquartile range; SD: standard deviation; ICU: intensive care unit; O2: oxygen; PE: pulmonary emboli; HLOS: hospital length of stay
Unadjusted and adjusted associations of renal impairment with clinical outcomes
In the unadjusted analyses, all the outcomes were found to be associated with renal impairment except pulmonary emboli (Table 2). COVID-19 patients with renal impairment had an increased risk of mortality (RR = 2.38; 95% CI: 2.2-3.64; p=<0.001) and ICU transfer (RR = 1.21; 95% CI: 1.04-1.4; p=0.014) while a decreased risk of O2 at the time of discharge (RR = 0.79; 95% CI: 0.64-0.99; p=0.043). In the propensity scores-adjusted analyses, renal impairment was only significantly associated with increased risk of mortality (RR = 1.93; 95% CI: 1.38-2.71; p=<0.001). The results remained unchanged in the ordinary multivariable logistic regression analyses (Table 3).
Table 3: Unadjusted and adjusted associations of renal impairment with each clinical outcome variables
|
Unadjusted association
|
PS-Adjusted association
|
Adjusted association
|
Outcomes
|
RR (95% CI)
|
p-value
|
RR (95% CI)
|
p-value
|
RR (95% CI)
|
p-value
|
Mortality
|
2.83 (2.2-3.64)
|
<.0001
|
1.93 (1.38-2.71)
|
<0.001
|
1.86 (1.31-2.63)
|
<0.001
|
ICU transfer
|
1.21 (1.04-1.4)
|
0.014
|
1.04 (0.95-1.14)
|
0.375
|
1.02 (0.84-1.24)
|
0.874
|
O2 at discharge
|
0.79 (0.64-0.99)
|
0.043
|
1.09 (0.79-1.5)
|
0.609
|
1.01 (0.72-1.41)
|
0.968
|
|
RC (95% CI)
|
p-value
|
RC (95% CI)
|
p-value
|
|
|
HLOS*
|
0.13 (0.02-0.23)
|
0.016
|
0.15 (-0.07-0.37)
|
0.191
|
0.02 (-0.07-0.1)
|
0.701
|
* Log transformed HLOS; RR: relative risk; RC: regression coefficient; CI: confidence interval; ICU: intensive care unit; O2: oxygen; HLOS: Day of illness to patient discharge/death; PS-propensity scores-adjusted association was carried out using inverse probability of treatment weighting analyses. Adjusted regression analyses were carried out using multivariable logistic regression models
Comparison of clinical outcomes by renal impairment types
We compared clinical outcomes according to the different types of renal impairment, including AKI, CKD, and ESRD. There was a significant difference in mortality rates, O2 at time of discharge, ICU transfer, and HLOS between types of renal impairment. Specifically, most deaths occurred in patients with AKI (Normal=12.4%, AKI=44% CKD=23.4%, ESRD=16.7%, p=<0.001), most ICU transfers occurred in AKI patients (Normal=53.7%, AKI=75.4%, CKD=53.1, ESRD=58.3% p=<0.001), most O2 at discharge was observed in patients with normal renal function (Normal=47.8%, AKI=37.2%, CKD=38.8%, ESRD=38.0%, p=0.043), and longest HLOS estimated to be in AKI patients [Normal median=10 (IQR: 5,17), AKI median=13 (IQR:7, 20), CKD median=11 (IQR: 6, 19), ESRD median=9 (IQR: 4.95, 14.5)]. There was no significant difference in pulmonary emboli between groups (Table 4).
Table 4: Comparisons of all outcomes between renal impairment types
|
Renal Impairment Type
|
|
Factor
|
Normal
|
AKI
|
CKD
|
ESRD
|
p-value
|
N
|
1095
|
195
|
128
|
60
|
|
Mortality
|
|
|
|
|
<0.001
|
Discharged from Hospital
|
956 (87.63%)
|
108 (55.67%)
|
98 (76.56%)
|
50 (83.33%)
|
|
Died
|
135 (12.37%)
|
86 (44.33%)
|
30 (23.44%)
|
10 (16.67%)
|
|
O2 supplementation at discharge
|
|
|
|
|
0.043
|
No
|
505 (52.17%)
|
71 (62.83%)
|
60 (61.22%)
|
31 (62.00%)
|
|
Yes
|
463 (47.83%)
|
42 (37.17%)
|
38 (38.78%)
|
19 (38.00%)
|
|
ICU transfer
|
|
|
|
|
<0.001
|
No
|
507 (46.30%)
|
48 (24.62%)
|
60 (46.88%)
|
25 (41.67%)
|
|
Yes
|
588 (53.70%)
|
147 (75.38%)
|
68 (53.13%)
|
35 (58.33%)
|
|
PE
|
|
|
|
|
0.77
|
No
|
736 (97.61%)
|
153 (96.84%)
|
72 (97.30%)
|
37 (100.00%)
|
|
Yes
|
18 (2.39%)
|
5 (3.16%)
|
2 (2.70%)
|
0 (0.00%)
|
|
Day of illness patient discharge/death, median (IQR)
|
10 (5, 17)
|
13 (7, 20)
|
11 (6, 19)
|
9 (4.95, 14.5)
|
<0.001
|
Day of illness to patient discharge/death, mean (SD) *
|
2.30 (0.89)
|
2.56 (0.78)
|
2.38 (0.85)
|
2.13 (0.81)
|
<0.001
|
* Log transformed variable; SD: standard deviation; IQR: interquartile range; ICU: intensive care unit; O2: oxygen; PE: pulmonary emboli
Unadjusted and adjusted associations of acute kidney injury with clinical outcomes
In the unadjusted analyses, AKI patients infected with COVID-19 were associated with an increased risk of mortality (RR=3.58; 95% CI: 2.73-4.69; p=<0.001) and ICU transfer (RR=1.40; 95% CI: 1.17-1.68; p=<0.001) and extended HLOS (RC=0.26, 95% CI: 0.12-0.39; p=<0.001). However, AKI was not associated with O2 supplements. In the propensity scores-adjusted analyses, AKI patients with COVID-19 remained significantly associated with increased risk of mortality (RR=1.83; 95% CI: 1.06-3.17; p=0.031) and ICU transfer (RR=1.22; 95% CI: 1.15-1.30; p=<0.001). The association between AKI and mortality was unchanged in the ordinary multivariable logistic regression analysis (Table 5).
Table 5: Unadjusted and adjusted associations of acute kidney injury with each clinical outcome variable
|
Unadjusted association
|
PS-Adjusted association
|
Adjusted association
|
Outcomes
|
RR (95% CI)
|
p-value
|
RR (95% CI)
|
p-value
|
RR (95% CI)
|
p-value
|
Mortality
|
3.58 (2.73-4.69)
|
<0.001
|
1.83 (1.06-3.17)
|
0.031
|
1.98 (1.38-2.84)
|
<0.001
|
ICU transfer
|
1.40 (1.17-1.68)
|
<0.001
|
1.22 (1.15-1.30)
|
<0.001
|
1.12 (0.89-1.39)
|
0.331
|
O2 at discharge
|
0.78 (0.57-1.07)
|
0.118
|
0.92 (0.45-1.89)
|
0.826
|
1.04 (0.69-1.56)
|
0.868
|
|
RC (95% CI)
|
p-value
|
RC (95% CI)
|
p-value
|
|
|
HLOS*
|
0.26 (0.12-0.39)
|
<0.001
|
0.15 (-0.07-0.37)
|
0.191
|
0.08 (-0.02-0.18)
|
0.108
|
* Log transformed HLOS; RR: relative risk; RC: regression coefficient; CI: confidence interval; ICU: intensive care unit; O2: oxygen; HLOS: Day of illness to patient discharge/death; PS-propensity scores-adjusted association was carried out using inverse probability of treatment weighting analyses. Adjusted regression analyses were carried out using multivariable logistic regression models