| Literature DB >> 35915412 |
Harin Rhee1,2, Gum Sook Jang3, Sungmi Kim4,5, Wanhee Lee4,5, Hakeong Jeon4,5, Da Woon Kim4,5, Byung-Min Ye4,6, Hyo Jin Kim4,5, Min Jeong Kim4,6, Seo Rin Kim4,6, Il Young Kim4,6, Sang Heon Song4,5, Eun Young Seong4,5, Dong Won Lee4,6, Soo Bong Lee4,6.
Abstract
BACKGROUND: During the COVID-19 pandemic, maintenance of essential healthcare systems became very challenging. We describe the triage system of our institute, and assess the quality of care provided to critically ill non-COVID-19 patients requiring continuous renal replacement therapy (CRRT) during the pandemic.Entities:
Keywords: COVID-19 pandemic; Continuous renal replacement therapy; Critical care; Essential healthcare system; Health care system; Triage system
Mesh:
Year: 2022 PMID: 35915412 PMCID: PMC9342846 DOI: 10.1186/s12873-022-00693-7
Source DB: PubMed Journal: BMC Emerg Med ISSN: 1471-227X
Fig. 1Flow chart showing our management of new, critically ill patients during the COVID-19 pandemic: ER, emergency room; ICU, intensive care unit; CT, computed tomography; PPE, personal protection equipment
Fig. 2A consort diagram of the included patients
Fig. 3A The average monthly numbers of patients receiving continuous renal replacement therapy before and during the pandemic, stratified by the department of care. Blue line: before the pandemic; red line: during the pandemic. B The intensive care unit admission routes before and during the pandemic, stratified by the department of care. Navy line: admitted via the emergency department; orange line: transferred from other hospitals; green line: admitted via our outpatient department
Comparisons of patient characteristics before and during the Coivd-19 pandemic
| Medical ( | Surgical ( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| No. of data available | Total | Before | After | No. of data available | Total | Before | After | |||
| Age, year | 885 | 67.0 ± 13.9* | 66.9 ± 12.1 | 67.5 ± 12.8 | 0.604 | 372 | 61.2 ± 15.1 | 60.8 ± 15.2 | 62.9 ± 14.4 | 0.303 |
| Male, % | 886 | 521(59.0)* | 427(58.9) | 96(59.6) | 0.873 | 373 | 274(73.5) | 224(73.2) | 50(74.6) | 0.811 |
| Height, cm | 856 | 163.0 ± 9.4* | 162.8 ± 9.6 | 164.1 ± 8.5 | 0.106 | 363 | 165.2 ± 8.9 | 164.8 ± 8.9 | 166.5 ± 8.7 | 0.166 |
| Weight, kg | 758 | 63.2 ± 29.0* | 63.0 ± 31.3 | 64.1 ± 12.8 | 0.499 | 309 | 67.8 ± 15.6 | 67.6 ± 15.5 | 69.3 ± 16.1 | 0.478 |
| BMI, kg/m2 | 750 | 23.8 ± 12.4 | 23.8 ± 13.5 | 23.7 ± 3.8 | 0.925 | 305 | 24.8 ± 4.7 | 24.7 ± 4.7 | 25.2 ± 4.8 | 0.524 |
| DM, N(%) | 881 | 411(46.7)* | 320(44.4) | 91(56.5) | 0.005 | 363 | 112(30.9) | 90(30.4) | 22(32.8) | 0.697 |
| HT, N(%) | 881 | 460(52.2)* | 381(52.9) | 79(49.1) | 0.377 | 363 | 141(38.8) | 108(36.5) | 33(49.3_ | 0.053 |
| CVD, N(%) | 881 | 280(31.8)* | 220(30.6) | 60(37.3) | 0.098 | 363 | 71(19.6) | 54(18.2) | 17(25.4) | 0.184 |
| CKD, N(%) | 881 | 138(15.7) | 105(14.6) | 33(20.5) | 0.062 | 363 | 43(11.8) | 30(10.1) | 13(19.4) | 0.034 |
| Liver, N(%) | 881 | 100(11.4) | 76(10.6) | 24(14.9) | 0.116 | 363 | 43(11.8) | 35(11.8) | 8(11.9) | 0.979 |
| Lung, N(%) | 881 | 81(9.2) | 67(9.3) | 14(8.7) | 0.807 | 363 | 22(6.1) | 19(6.4) | 3(4.5) | 0.548 |
| Cancer, N(%) | 884 | 192(21.7)* | 140(19.4) | 52(32.3) | < 0.001 | 373 | 50(13.4) | 37(12.1) | 13(19.4) | 0.112 |
| Organ failure | ||||||||||
| Circulatory | 871 | 436(50.1) | 361(50.8) | 75(46.6) | 0.329 | 318 | 198(62.3)ǂ | 157(60.6) | 41(69.5) | 0.204 |
| Respiratory | 872 | 295(33.8) | 233(32.8) | 62(38.5) | 0.165 | 318 | 189(59.4)ǂ | 155(59.8) | 34(57.6) | 0.754 |
| Kidney failure | 886 | 309(34.9)* | 262(36.1) | 47(29.2) | 0.094 | 373 | 62(16.6) | 48(15.7) | 14(20.9) | 0.300 |
| Hours from ICU to RRT | 882 | 0(0, 1) | 0(0, 1) | 1(0, 2) | 0.295 | 373 | 1(0, 4) | 1(0, 4.5) | 1(0, 3) | 0.141 |
| Organ failure | ||||||||||
| Circulatory | 883 | 576(65.2) | 474(65.7) | 102(63.4) | 0.580 | 372 | 270(72.6)ǂ | 220(72.1) | 50(74.6) | 0.678 |
| Respiratory | 883 | 453(51.3) | 365(50.6) | 88(54.7) | 0.346 | 372 | 300(80.6)ǂ | 249(81.6) | 51(76.1) | 0.300 |
| Number | 883 | 2.2 ± 0.8 | 2.2 ± 0.8 | 2.2 ± 0.8 | 0.813 | 372 | 2.5 ± 0.7ǂ | 2.5 ± 0.7 | 2.5 ± 0.7 | 0.748 |
| WBC, 10E3/uL | 883 | 14.3 ± 11.7 | 14.4 ± 11.8 | 13.7 ± 11.5 | 0.463 | 370 | 11.5 ± 8.4 | 11.5 ± 8.3 | 11.3 ± 8.9 | 0.845 |
| Hb, g/dL | 882 | 10.2 ± 3.8 | 10.3 ± 3.9 | 10.3 ± 2.5 | 0.137 | 370 | 10.2 ± 4.3 | 10.2 ± 4.6 | 10.1 ± 1.8 | 0.911 |
| PLT, 10E3/uL | 883 | 155.3 ± 110.8 | 156.4 ± 110.3 | 150.6 ± 113.0 | 0.547 | 371 | 124.3 ± 79.3ǂ | 127.2 ± 82.7 | 112.2 ± 59.8 | 0.137 |
| TP, g/dL | 879 | 5.9 ± 5.4 | 5.9 ± 5.9 | 5.5 ± 1.2 | 0.280 | 372 | 5.0 ± 1.0ǂ | 5.0 ± 0.9 | 4.9 ± 0.9 | 0.494 |
| Albumin, g/dL | 880 | 3.0 ± 0.7 | 3.0 ± 0.7 | 3.0 ± 0.7 | 0.886 | 372 | 2.9 ± 0.6 | 2.9 ± 0.5 | 2.9 ± 0.8 | 0.575 |
| BUN, mg/dL | 882 | 62.7 ± 38.7* | 61.5 ± 38.9 | 67.9 ± 37.3 | 0.055 | 372 | 48.7 ± 33.1 | 47.7 ± 32.6 | 53.1 ± 34.9 | 0.230 |
| Cr, mg/dL | 882 | 3.8 ± 4.1* | 3.7 ± 4.3 | 4.1 ± 3.0 | 0.259 | 372 | 2.9 ± 2.0 | 2.8 ± 2.1 | 3.1 ± 1.7 | 0.262 |
| Na, mmol/L | 883 | 135.4 ± 7.8* | 135.1 ± 7.8 | 136.5 ± 8.1 | 0.049 | 372 | 140.3 ± 6.3 | 140.6 ± 6.1 | 139.1 ± 6.7 | 0.072 |
| K, mmol/L | 883 | 4.7 ± 4.4 | 4.8 ± 4.8 | 4.6 ± 1.0 | 0.719 | 372 | 4.5 ± 1.0 | 4.5 ± 1.0 | 4.6 ± 1.0 | 0.581 |
| tCO2, mmol/L | 754 | 15.4 ± 7.4* | 15.4 ± 7.6 | 15.5 ± 5.4 | 0.929 | 224 | 18.9 ± 11.9 | 19.1 ± 12.0 | 16.4 ± 6.7 | 0.530 |
| PT, INR | 752 | 1.8 ± 1.9 | 2.1 ± 3.6 | 1.8 ± 1.3 | 0.058 | 323 | 1.7 ± 1.1 | 1.7 ± 1.2 | 1.8 ± 0.6 | 0.728 |
Abbrevations: N data available Number of data available, BMI body mass index, DM diabetes, HT hypertension, CVD cardiovascular disease, CKD chronic kidney disease, WBC white blood cell, Hb hemoglobin, PLT platelet, TP total protein, BUN blood urea nitrogen, Cr creatinine, Na sodium, K potassium, PT prothrombin time
*p < 0.05 compared to surgical patients
ǂp < 0.05 compared to medical patients
Comparisons of process of care before and during pandemic, in the critically ill patients without Covid-19 infection
| Medical ( | Surgical ( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | Total | Before | After | N | Total | Before | After | |||
| Days from hospital arrival to ICU, median(IQR) | 882 | 0(0, 2) | 0(0, 2) | 0(0, 5) | 0.693 | 373 | 0(0, 4.5) | 0(0, 3.6) | 0(0, 2) | 0.406 |
| Days from ICU to CRRT, median(IQR) | 882 | 0(0, 2) | 0(0, 1) | 1(0,2) | 0.341 | 373 | 1(0, 4) | 1(0, 4.25) | 1(0,3) | 0.119 |
| Actually delivered dose > 25 ml/kg/hr | 852 | 818(96.0) | 671(96.1) | 147(95.5) | 0.698 | 367 | 358(97.5) | 292(97.3) | 66(98.5) | 0.574 |
| CRRT duration, days | 886 | 3(2, 6) | 3(2, 6) | 3(2, 5) | 0.860 | 373 | 6(3, 12) | 6(3, 12) | 5(3, 10) | 0.396 |
| Time from hospital arrival to interventions/operations, median (IQR) hr | 334 | 4(1. 65) | 5(1–65.0) | 4(1–63.5) | 0.614 | |||||
Abbreviations: ICU intensive care unit, CRRT continuous renal replacement therapy
Comparisons of patient outcome before and during the pandemic
| Medical | Surgical | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | Total ( | Before ( | After ( | N | Total ( | Before ( | After ( | |||
| Admission duration, days, median(IQR) | 852 | 18(7,37)* | 19(7, 37.8) | 20(8.3, 37.5) | 0.646 | 350 | 27(10, 67) | 30(13, 68) | 21(7, 43) | 0.021 |
| ICU mortality, N(%) | 858 | 404(47.1) | 338(47.9) | 66(43.4) | 0.318 | 352 | 184(52.4) | 150(51.4) | 34(56.7) | 0.454 |
| In-hospital mortality, N(%) | 858 | 446(52.0) | 373(52.7) | 73(48.7) | 0.371 | 352 | 191(54.3) | 156(53.6) | 35(57.4) | 0.591 |
*p < 0.05 compared to surgical patients
Uni- and Multi-variable analyses predicting the effects of Covid-19 pandemic on the in-hospital mortality of critically ill patients without Covid-19 infection
| Medical Department | Surgical Department | |||
|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |
| Univariable | 0.991 | 0.769–1.276 | 1.478 | 1.020–2.143 |
| Full Modela | 0.916 | 0.704–1.191 | 1.130 | 0.740–1.725 |
| Final Modelb | 1.002 | 0.778–1.292 | 1.178 | 0.783–1.772 |
aFull model included Age, Sex, CKD, Cancer, Serum albumin level at CRRT initiation, Circulatory, and Respiratory failure upon hospital arrival
bFinal model included Age, Cancer, Serum albumin level at CRRT initiation, Circulatory, and Respiratory failure at admission in Medical department. In Surgical department, Age, Sex, and Respiratory failure upon hospital arrival was adjusted
Fig. 4The numbers of interventions/surgeries implemented over time before and during the pandemic. Black: within 1 h of hospital arrival; dark gray: within 1 to 3 h; mid-gray: within 3 to 6 h; light gray: within 6 to 24 h; olive green: after 24 h