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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