| Literature DB >> 29511254 |
Seung-Young Oh1, Jeong Moo Lee1, Hannah Lee2, Chul-Woo Jung2, Nam-Joon Yi1, Kwang-Woong Lee1, Kyung-Suk Suh1, Ho Geol Ryu3.
Abstract
Improved survival after LT are likely to result in increased healthcare resource utilization. The pattern and risk factors of emergency department (ED) visits and unanticipated readmissions, associated cost, and predictors of healthcare resource utilization after liver transplantation (LT) patients who received LT between 2011 and 2014 were analyzed. A total of 430 LT recipients were enrolled and the 1 year all-cause mortality was 1.4%. ED visits occurred in 53% (229/430) and unanticipated readmissions occurred at least once in 58.6% (252/430) of the patients. Overall risk factors for ED visits after LT included emergency operation [OR 1.56 (95%CI 1.02-2.37), p = 0.038] and warm ischemic time of >15 minutes [OR 2.36 (95%CI 1.25-4.47), p = 0.015]. Risk factors for readmissions after LT included greater estimated blood loss during LT [OR 1.09 (95%CI 1.02-1.17), p = 0.012], warm ischemic time of >15 minutes [OR 1.98 (95%CI 1.04-3.78), p = 0.038], and hospital length of stay of >2 weeks.Entities:
Mesh:
Year: 2018 PMID: 29511254 PMCID: PMC5840329 DOI: 10.1038/s41598-018-22404-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Patient characteristics.
| Characteristics | n = 430 |
|---|---|
| Age (years) | 53.8 ± 9.8 |
| Male/Female | 297 (69.1)/133 (30.9) |
| Body mass index (kg/m2) | 23.9 ± 3.6 |
| Coexisting liver disease | |
| Hepatitis B virus | 269 (62.6) |
| Hepatitis C virus | 47 (10.9) |
| Hepatocellular carcinoma | 238 (55.4) |
| Alcoholic liver cirrhosis | 73 (17.0) |
| Others | 26 (9.9) |
| Model for End-stage Liver Disease score | 16.9 ± 9.1 |
| Comorbidities | |
| Hypertension | 72 (16.7) |
| Diabetes mellitus | 100 (23.3) |
| Coronary heart disease | 7 (1.6) |
| Chronic kidney disease | 5 (1.2) |
| Cerebrovascular disease | 5 (1.2) |
| Donor age (years) | 37.1 ± 13.1 |
| Donor Sex, | |
| Male/Female | 279 (65.3)/148 (34.7) |
| Living donor/deceased donor | 303 (70.5)/127 (29.5) |
| Elective/emergency operation | 296 (68.8)/134 (31.2) |
| Graft recipient weight ratio | 1.3 ± 0.4 |
| Cold/warm ischemic time (minutes) | 69.9 ± 71.8/34.9 ± 36.3 |
| Estimated blood loss (mL) | 3305 ± 4687 |
| ABO mismatch | 15 (3.5) |
| Postoperative hospital length of stay (days) | 20.5 ± 17.8 |
Data are presented as mean ± SD, or number (%).
Figure 1Time to 1st emergency department visit and readmission after liver transplantation.
Healthcare resource utilization after discharge from liver transplantation.
| Time after discharge from liver transplantation | ||||||
|---|---|---|---|---|---|---|
| ≤7 days | ≤30 days | ≤6 months | ≤1 year | ≤2 years | ≤3 years | |
| ED visits | ||||||
| 0 | 405 (94.2) | 364 (84.7) | 271 (64.7) | 219 (56.4) | 147 (51.4) | 88 (48.9) |
| 1 | 22 (5.1) | 52 (12.1) | 92 (22.0) | 93 (24.0) | 66 (23.1) | 44 (24.4) |
| 2 | 2 (0.5) | 12 (2.8) | 29 (6.9) | 45 (11.6) | 35 (12.2) | 18 (10.0) |
| 3 | 1 (0.2) | 2 (0.5) | 20 (4.8) | 16 (4.1) | 20 (7.0) | 14 (7.8) |
| 4 | 3 (0.7) | 6 (1.6) | 6 (2.1) | 4 (2.2) | ||
| ≥5 | 4 (1.0) | 9 (2.3) | 12 (4.2) | 12 (6.7) | ||
| Readmissions | ||||||
| 0 | 409 (95.1) | 361 (84.0) | 242 (57.8) | 198 (51.0) | 136 (47.6) | 82 (45.6) |
| 1 | 21 (4.9) | 65 (15.1) | 107 (25.5) | 88 (22.7) | 58 (20.3) | 38 (21.1) |
| 2 | 4 (0.9) | 44 (10.5) | 54 (13.9) | 40 (14.0) | 18 (10.0) | |
| 3 | 15 (3.6) | 18 (4.6) | 13 (4.6) | 13 (7.2) | ||
| 4 | 9 (2.2) | 11 (2.8) | 16 (5.6) | 9 (5.0) | ||
| ≥5 | 2 (0.5) | 19 (4.9) | 23 (8.0) | 20 (11.1) | ||
Data are presented as number (%).
ED, emergency department.
Time to emergency department visit and readmission after discharge from liver transplantation.
| n | Time after discharge from liver transplantation (days) | Interval from previous visit (days) | |
|---|---|---|---|
| ED visit | |||
| 1st visit | 229 | 188.4 ± 235.0 | |
| 2nd visit | 118 | 284.7 ± 284.1 | 157.8 ± 199.2 |
| 3rd visit | 65 | 372.5 ± 310.1 | 180.6 ± 238.1 |
| 4th visit | 36 | 450.2 ± 341.2 | 137.6 ± 160.6 |
| 5th visit | 25 | 496.0 ± 346.5 | 145.4 ± 263.7 |
| Readmission | |||
| 1st readmission | 252 | 157.1 ± 199.6 | |
| 2nd readmission | 150 | 259.1 ± 225.2 | 135.5 ± 172.7 |
| 3rd readmission | 99 | 392.4 ± 287.0 | 133.0 ± 153.0 |
| 4th readmission | 71 | 477.7 ± 328.4 | 127.5 ± 166.1 |
| 5th readmission | 44 | 530.2 ± 335.3 | 115.7 ± 156.2 |
Data are presented as mean ± SD.
ED, emergency department.
Risk factors for emergency department visit after discharge from liver transplantation.
| Multivariable analysis | |||
|---|---|---|---|
| Risk factor | OR (95% CI) | ||
| Emergency department visit after discharge | Operation type, elective | — | |
| emergency | 1.56 (1.02–2.37) | 0.038 | |
| Warm ischemic time (minutes), <15 | — | ||
| ≥15 | 2.36 (1.25–4.47) | 0.015 | |
| Emergency department visit within 30 days | Operation type, elective | — | |
| emergency | 2.05 (1.19–3.53) | 0.010 | |
| Postoperative hospital length of stay (days) | 0.028 | ||
| <14 | — | ||
| 14≤ and <29 | 2.42 (1.24–4.73) | 0.010 | |
| 29≤ | 2.41 (1.03–5.63) | 0.043 | |
| Emergency department visit in 31–90 days | Emergency department visit in 30 days | 2.92 (1.57–5.42) | 0.001 |
| Model for End-stage Liver Disease score | 0.013 | ||
| <15 | — | ||
| 15≤ and <25 | 2.48 (1.35–4.58) | 0.004 | |
| 25≤ | 1.92 (0.93–3.97) | 0.077 | |
| Emergency department visit in 91–180 days | ED Emergency department visit in 31–90 days | 3.61 (2.00–6.52) | <0.001 |
| Emergency department visit in 181–365 days | Emergency department visit in 91–180 days | 2.66 (1.50–4.72) | 0.001 |
| Emergency department visit after 1 year | Emergency department visit in 181–365 days | 3.05 (1.81–5.16) | <0.001 |
Risk factors for readmission after discharge from liver transplantation.
| Multivariable analysis | |||
|---|---|---|---|
| Risk factor | OR (95% CI) | ||
| Readmission after discharge | Donor age, ≥60 | — | |
| <60 | 3.65 (1.47–9.06) | 0.005 | |
| Warm ischemic time (minutes), <15 | — | ||
| ≥15 | 1.98 (1.04–3.78) | 0.038 | |
| Estimated blood loss | 1.09 (1.02–1.17) | 0.012 | |
| Postoperative hospital length of stay (days) | 0.004 | ||
| <14 | — | ||
| 14≤ and <29 | 1.72 (1.12–2.66) | 0.014 | |
| 29≤ | 2.89 (1.44–5.79) | 0.003 | |
| Readmission within 30 days | Coexistence of hepatitis B virus | 0.43 (0.25–0.73) | 0.002 |
| Operation type, elective | — | ||
| emergency | 2.30 (1.35–3.92) | 0.002 | |
| Readmission in 31–90 days | Postoperative hospital length of stay (days) | 0.001 | |
| <14 | — | ||
| 14≤ and <29 | 1.63 (0.89–3.00) | 0.115 | |
| 29≤ | 4.07 (1.98–8.35) | 0.001 | |
| Readmission within 30 days | 2.39 (1.32–4.32) | 0.004 | |
| Readmission in 91–180 days | Estimated blood loss (L) | 0.039 | |
| <1 | — | ||
| 1≤ and <1.8 | 0.67 (0.33–1.34) | 0.256 | |
| 1.8≤ and <3.8 | 1.43 (0.76–2.72) | 0.269 | |
| 3.8≤ | 0.64 (0.32–1.30) | 0.218 | |
| Readmission within 31–90 days | 2.79 (1.62–4.79) | <0.001 | |
| Readmission in 181–365 days | Readmission within 91–180 days | 3.15 (1.95–5.10) | <0.001 |
| Readmission after 1 year | Model for End-stage Liver Disease score | 1.03 (1.01–1.06) | 0.013 |
| Coronary heart disease | 9.34 (1.73–50.41) | 0.009 | |
| Readmission within 181–365 days | 3.39 (2.10–5.48) | <0.001 | |
Hospital length of stay, costs, and multiple readmissions according to causes of readmission.
| n | Hospital LOS (days) | Hospital costs ($) | Multiple readmissions (n, %) | |
|---|---|---|---|---|
| Total | 714 | 8.1 ± 9.9 | 5485 ± 11229 | |
| LFT abnormality | 230 | 8.0 ± 9.3 | 4768 ± 7570 | 60/117 (51.3) |
| Others | 217 | 5.2 ± 5.3 | 3819 ± 3838 | 48/99 (48.5) |
| Fever | 121 | 11.7 ± 13.0 | 8524 ± 22149 | 27/70 (38.6) |
| Abdominal pain | 27 | 9.5 ± 12.2 | 6258 ± 8655 | 3/24 (12.5) |
| Pruritus | 19 | 4.4 ± 3.1 | 2857 ± 1819 | 5/12 (41.7) |
| General weakness | 17 | 16.1 ± 17.2 | 10607 ± 16438 | 2/12 (16.7) |
| Diarrhea | 15 | 7.1 ± 11.8 | 4598 ± 8994 | |
| Loss of consciousness | 9 | 9.8 ± 11.3 | 6598 ± 6166 | |
| Wound problem | 9 | 7.7 ± 7.1 | 4229 ± 3548 | 1/8 (12.5) |
| Ascites | 8 | 22.0 ± 17.7 | 15397 ± 16049 | 2/6 (33.3) |
| Dizziness | 7 | 4.9 ± 3.6 | 4890 ± 4331 | |
| Dyspnea | 7 | 12.3 ± 11.2 | 7127 ± 6082 | |
| Jaundice | 6 | 14.3 ± 10.1 | 7967 ± 4431 | |
| Hematochezia | 5 | 6.2 ± 5.6 | 3799 ± 1968 | |
| Chest pain | 4 | 8.0 ± 13.3 | 10601 ± 14784 | 1/3 (33.3) |
| Tube problem | 3 | 5.0 ± 6.7 | 2534 ± 2533 | |
| Edema | 2 | 12.5 ± 16.3 | 9643 ± 9750 | |
| Hematemesis | 2 | 11.0 ± 12.7 | 18385 ± 16945 | |
| Hematuria | 2 | 1.5 ± 0.7 | 822 ± 588 | 1/1 (100.0) |
| Vomiting | 2 | 2.5 ± 2.1 | 1974 ± 125 |
Data are presented as mean ± SD, and number with percentage.
LOS, length of stay; LFT, liver function test.
Hospital length of stay, costs, and causes of readmission according to number of readmissions.
| 1st readmission | 2nd readmission | 3rd readmission | 4th readmission | 5th readmission | |
|---|---|---|---|---|---|
| Hospital LOS (days) | 8.9 ± 11.4 | 7.8 ± 8.9 | 7.5 ± 8.9 | 6.3 ± 6.6 | 7.8 ± 8.9 |
| Cost ($) | 6741 ± 15886 | 4791 ± 5677 | 4965 ± 7976 | 3706 ± 3349 | 4557 ± 5542 |
| Cause of readmission (n, %) | |||||
| Abnormal LFT (86, 34.1) | Abnormal LFT (55, 36.7) | Abnormal LFT (36, 36.4) | Others (23, 32.4) | Others (17, 38.6) | |
| Others (67,26.6) | Others (43, 28.7) | Others (32, 32.3) | Abnormal LFT (19, 26.8) | Abnormal LFT (12, 27.3) | |
| Fever (28,11.1) | Fever (27, 18.0) | Fever (20, 20.2) | Fever (16, 22.5) | Fever (9, 20.5) | |
| Abdominal pain (18, 7.1) | Abdominal pain (5, 3.3) | Chest pain (2, 2.0) | Pruritus (3, 4.2) | LOC (2, 4.5) | |
| Diarrhea (11, 4.4) | Pruritus (4, 2.7) | General weakness (2, 2.0) | General weakness (2, 2.8) | Diarrhea (1, 2.3) | |
| Ascites (6, 2.4) | Wound problem (4, 2.7) | Hematochezia (2, 2.0) | Chest pain (1, 1.4) | Dizziness (1, 2.3) | |
| Dyspnea (5, 2.0) | Jaundice (3, 2.0) | LOC (2, 2.0) | Diarrhea (1, 1.4) | General weakness (1, 2.3) | |
| General weakness (5, 2.0) | Ascites (2, 1.3) | Abdominal pain (1, 1.0) | Dyspnea (1, 1.4) | Hematemesis (1, 2.3) | |
| Wound problem (5, 2.0) | Dizziness (2, 1.3) | Diarrhea (1, 1.0) | Hematemesis (1, 1.4) | ||
| Pruritus (4, 1.6) | Diarrhea (1, 0.7) | Edema (1, 1.0) | Hematochezia (1, 1.4) | ||
| Dizziness (3, 1.2) | Dyspnea (1, 0.7) | LOC (1, 1.4) | |||
| Jaundice (3, 1.2) | General weakness (1, 0.7) | Tube problem (1, 1.4) | |||
| LOC (3, 1.2) | Hematuria (1, 0.7) | Vomiting (1, 1.4) | |||
| Tube problem (3, 1.2) | LOC (1, 0.7) | ||||
| Chest pain (1, 0.4) | |||||
| Edema (1, 0.4) | |||||
| Hematochezia (1, 0.4) | |||||
| Hematuria (1, 0.4) | |||||
| Vomiting (1, 0.4) | |||||
LOS, length of stay; LFT liver function test; LOC loss of consciousness.
Figure 2Hospital length of stay (A) and hospital costs (B) according to the cause of readmission after liver transplantation.