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©The Author(s) 2017.
World J Gastroenterol. Oct 7, 2017; 23(37): 6868-6876
Published online Oct 7, 2017. doi: 10.3748/wjg.v23.i37.6868
Published online Oct 7, 2017. doi: 10.3748/wjg.v23.i37.6868
Table 1 ICD-9 codes used to identify patients
| Bleeding from esophageal varices | 456 |
| Esophageal varices in diseases classified elsewhere | 456.2 |
| Spontaneous bacterial peritonitis | 567.23 |
| Alcoholic fatty liver | 571 |
| Alcoholic cirrhosis of liver | 571.2 |
| Laennec's cirrhosis | 571.2 |
| Cirrhosis of liver nos | 571.5 |
| Cirrhosis of liver without mention of alcohol | 571.5 |
| Macro nodular cirrhosis | 571.5 |
| Micro nodular cirrhosis | 571.5 |
| Portal cirrhosis NOS | 571.5 |
| Posthepatitic cirrhosis | 571.5 |
| Post necrotic cirrhosis | 571.5 |
| Cholangitic cirrhosis | 571.6 |
| Cholestatic cirrhosis | 571.6 |
| Hepatic encephalopathy | 572.2 |
| Portal hypertension | 572.3 |
| Hepatorenal syndrome | 572.4 |
| Other sequelae of chronic liver disease | 572.8 |
| Hepatopulmonary syndrome | 573.5 |
| Ascites | 789.5 |
Table 2 Baseline characteristics of cohort (n = 222) n (%)
| Demographics | Number of patients |
| Male | 149 (67.2) |
| White | 168 (76) |
| Married | 82 (36.9) |
| Age | mean ± SD: 56.7 (11.7) |
| Insurance | |
| Private insurance | 81 (36.5) |
| Medicaid or mass health | 74 (33.3) |
| Medicare | 62 (27.9) |
| No Insurance (self-pay/free care) | 5 (2.3) |
| Education | |
| High school/equivalent or less | 127 (57.2) |
| Some college and above | 60 (27) |
| Not recorded | 35 (15.8) |
| Clinical History | |
| Alcohol use | |
| Former heavy use | 110 (49.5) |
| No significant history | 65 (29.3) |
| Current heavy use | 47 (21.2) |
| Smoking | |
| Never smoked | 82 (36.7) |
| Former smoker | 77 (34.7) |
| Current smoker | 63 (28.4) |
| Etiology of cirrhosis | |
| Alcohol | 83 (37.4) |
| HCV or HBV (HCV, n = 46) | 49 (22.1) |
| Combination of etiologies (mainly HCV + alcohol) | 40 (18) |
| NASH | 29 (13) |
| Cryptogenic or other etiologies | 21 (9.5) |
| Co-morbidities (Top 5) | |
| Mental health (Depression or bipolar disorder) | 68 (30.2) |
| Diabetes mellitus | 65 (29.8) |
| Coronary artery disease | 27 (12) |
| Chronic kidney disease | 27 (12) |
| Hepatocellular carcinoma | 24 (10.6) |
Table 3 Hospitalization characteristics n (%)
| Index hospitalization | |
| Complication of cirrhosis at index admission | Number of patients |
| Volume-related | 64 (28.8) |
| Hepatic encephalopathy | 61 (27.5) |
| Variceal bleeding | 54 (24.3) |
| Spontaneous bacterial peritonitis | 27 (12.2) |
| Other or > 1 complication | 16 (7.2) |
| mean ± SD | |
| Length of stay | 7.2 (7.8) |
| MELD at admission | 13.3 (7.7) |
| MELD at discharge | 12.2 (7.5) |
| Readmissions | Number of patients |
| Readmitted with the same complication | 88 (49.4) |
| Readmitted in one month | 46 (20.7) |
| Cause of readmission | |
| Hepatic encephalopathy | 49 (35.5) |
| Volume-related | 38 (27.5) |
| Variceal bleeding | 31 (22.5) |
| Other or > 1 complication | 12 (8.7) |
| Spontaneous bacterial peritonitis | 8 (5.8) |
Table 4 Post-discharge follow-up n (%)
| Number of patients | 30-d readmissions | P value | |
| Post-discharge status | |||
| Home | 120 (54.3) | 19 (15.9) | P < 0.12 |
| VNA | 60 (27.2) | 14 (23.3) | |
| SNF/rehab or LTAC | 30 (13.5) | 8 (26.7) | |
| Eloped | 5 (2.3) | 0 | |
| Shelter | 5 (2.3) | 0 | |
| Mental Institute | 1 (0.4) | 1(100) | |
| Follow-up outpatient visits | |||
| Gastroenterologist | 83 (37.4) | 10 (12.1) | P = 0.9 |
| PCP | 22 (9.9) | 2 (9.1) | |
| Both | 31 (14) | 4 (12.9) | |
| Readmitted before visit | 29 (13.1) | 29 (100) | |
| Total | 165 (74.3) | 45 (27.3) | |
| First post-discharge outpatient follow-up (PCP and/or GI) | |||
| < 2 d | 35 (21.2) | 31 (60.0) | P = 0.1 |
| 2-14 d | 66 (40.0) | 13 (19.7) | |
| > 14 d | 64 (38.8) | 3 (4.7) | |
| Time to visit (d) | Mean ± SD | ||
| Time to first visit by GI | 22.6 (43.7) | ||
| Time to first visit by PCP | 31.9 (35) | ||
| Time to first visit by PCP or GI | 24.7 (33.8) | ||
Table 5 Predictors of time to readmission
| Variable | Univariate analysis | Multivariate analysis | |||
| HR | P value | HR | P value | ||
| (95%CI) | (95%CI) | ||||
| Education level (ref = Some college and above)1 | 1.00 | 0.02 | 1.00 | ||
| Finished high school and less | 1.64 (1.02-2.46) | 0.02 | 1.56 (0.98-2.46) | 0.05 | |
| MELD category (ref = MELD < 15 ) | 1.00 | 0.007 | 1.00 | ||
| 15 ≤ MELD < 25 | 1.45 (0.97-2.15) | 0.06 | 1.52 (1.00-2.31) | 0.04 | |
| MELD ≥ 25 | 2.51 (1.33-4.75) | 0.004 | 2.51 (1.24-5.11) | 0.01 | |
| Etiology of CLD (ref = Alcohol) | 1.00 | 0.03 | 1.00 | ||
| HCV | 1.74 (1.10-2.76) | 0.03 | 1.73 (1.06-2.82) | 0.02 | |
| NASH/Cryptogenic | 1.25 (0.76-2.05) | 0.36 | 1.81 (1.02-3.18) | 0.04 | |
| Other/Combination of etiologies | 1.94 (1.20-3.11) | 0.006 | 2.02 (1.24-3.29) | 0.004 | |
| History of HCC | 1.85 (1.10-3.08) | 0.01 | 1.67 (0.95-2.93) | 0.07 | |
| HE | 1.51 (1.04-2.16) | 0.01 | 1.61 (1.11-2.40) | 0.01 | |
Table 6 Predictors of 30-d readmission
| Variable | Univariate analysis | Multivariate analysis | ||
| OR | P value | OR | P value | |
| (95%CI) | (95%CI) | |||
| Insurance (ref =Medicaid/No insurance) | 1 | 1 | ||
| Medicare1 | 1.8 (1.00 -3.94) | 0.05 | 3.42 (1.3-9.00) | 0.01 |
| Education (ref = Some college and above) | 1.00 | 1 | ||
| Finished high school and less2 | 3.56 (1.40-9.00) | 0.002 | 2.62 (1.01-7.12) | 0.05 |
| ALT > ULN at discharge | 2.52 (1.29-4.89) | 0.006 | 2.29 (1.09-5.11) | 0.03 |
| Hepatic encephalopathy | 2.17 (1.10-4.29) | 0.01 | 2.34 (1.09-4.80) | 0.03 |
- Citation: Seraj SM, Campbell EJ, Argyropoulos SK, Wegermann K, Chung RT, Richter JM. Hospital readmissions in decompensated cirrhotics: Factors pointing toward a prevention strategy. World J Gastroenterol 2017; 23(37): 6868-6876
- URL: https://www.wjgnet.com/1007-9327/full/v23/i37/6868.htm
- DOI: https://dx.doi.org/10.3748/wjg.v23.i37.6868
