Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients

Jingyi Dai,1,2,* Jun Zhao,3,* Yingrong Du,1 Edward B McNeil,2 Virasakdi Chongsuvivatwong21Department of Liver Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China; 2Epidemiology Unit, Faculty of Medicine, Prince of Songkla University,...

Full description

Bibliographic Details
Main Authors: Dai J, Zhao J, Du Y, McNeil EB, Chongsuvivatwong V
Format: Article
Language:English
Published: Dove Medical Press 2019-08-01
Series:Therapeutics and Clinical Risk Management
Subjects:
Online Access:https://www.dovepress.com/biomarkers-and-sociodemographic-factors-predicting-one-year-readmissio-peer-reviewed-article-TCRM
id doaj-a528d0f7693b4bd59ebeabd8c5d951d9
record_format Article
spelling doaj-a528d0f7693b4bd59ebeabd8c5d951d92020-11-25T00:54:44ZengDove Medical PressTherapeutics and Clinical Risk Management1178-203X2019-08-01Volume 1597998947734Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patientsDai JZhao JDu YMcNeil EBChongsuvivatwong VJingyi Dai,1,2,* Jun Zhao,3,* Yingrong Du,1 Edward B McNeil,2 Virasakdi Chongsuvivatwong21Department of Liver Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China; 2Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand; 3School of Public Health and Management, Hubei University of Medicine, Shiyan, Hubei, People’s Republic of China*These authors contributed equally to this workBackground: Hospital readmissions of patients with cirrhosis is a current problem in China. This study aims to estimate the readmission rate at one year after discharge and to identify associated risk factors of hospital readmission.Methods: Between January 2012 and December 2015, 3,402 patients admitted with cirrhosis were included in the study. The primary outcome was one-year inpatient readmission. Principal components analysis was conducted on the laboratory test indicators to reduce the number of dimensions. Univariate and multivariate analyses were performed using clinical and demographic data to identify independent associated factors of readmission within one year. The odds ratio (OR) and 95% confidence interval were used to assess the strength of association for each factor.Results: Two dimensions, namely “liver function” and “renal function”, were revealed. Patients with a longer length of stay in the index admission (OR: 1.03; 95% CI: 1.03–1.04) and a higher dimension score of liver function (OR: 1.09; 95% CI: 1.05–1.13) were more likely to be readmitted within one-year. Older patients had a significantly higher odds of one-year readmission than younger patients (OR: 1.61; 95% CI: 1.22–2.11), patients who were married had a higher odds than those who were single (OR: 1.62; 95% CI: 1.12–2.36), and patients with hepatitis C virus were more likely to be readmitted within one year than patients with hepatitis B virus (OR: 1.51; 95% CI: 1.19–1.91).Conclusion: Biomarkers and sociodemographic factors can identify patients at high risk for readmission within one year. Our data indicates the need to emphasize proper liver care to older patients who have been hospitalized for a long time.Keywords: cirrhosis, readmission, liver function, renal functionhttps://www.dovepress.com/biomarkers-and-sociodemographic-factors-predicting-one-year-readmissio-peer-reviewed-article-TCRMCirrhosisReadmissionLiver functionRenal function
collection DOAJ
language English
format Article
sources DOAJ
author Dai J
Zhao J
Du Y
McNeil EB
Chongsuvivatwong V
spellingShingle Dai J
Zhao J
Du Y
McNeil EB
Chongsuvivatwong V
Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
Therapeutics and Clinical Risk Management
Cirrhosis
Readmission
Liver function
Renal function
author_facet Dai J
Zhao J
Du Y
McNeil EB
Chongsuvivatwong V
author_sort Dai J
title Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
title_short Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
title_full Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
title_fullStr Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
title_full_unstemmed Biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
title_sort biomarkers and sociodemographic factors predicting one-year readmission among liver cirrhosis patients
publisher Dove Medical Press
series Therapeutics and Clinical Risk Management
issn 1178-203X
publishDate 2019-08-01
description Jingyi Dai,1,2,* Jun Zhao,3,* Yingrong Du,1 Edward B McNeil,2 Virasakdi Chongsuvivatwong21Department of Liver Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China; 2Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand; 3School of Public Health and Management, Hubei University of Medicine, Shiyan, Hubei, People’s Republic of China*These authors contributed equally to this workBackground: Hospital readmissions of patients with cirrhosis is a current problem in China. This study aims to estimate the readmission rate at one year after discharge and to identify associated risk factors of hospital readmission.Methods: Between January 2012 and December 2015, 3,402 patients admitted with cirrhosis were included in the study. The primary outcome was one-year inpatient readmission. Principal components analysis was conducted on the laboratory test indicators to reduce the number of dimensions. Univariate and multivariate analyses were performed using clinical and demographic data to identify independent associated factors of readmission within one year. The odds ratio (OR) and 95% confidence interval were used to assess the strength of association for each factor.Results: Two dimensions, namely “liver function” and “renal function”, were revealed. Patients with a longer length of stay in the index admission (OR: 1.03; 95% CI: 1.03–1.04) and a higher dimension score of liver function (OR: 1.09; 95% CI: 1.05–1.13) were more likely to be readmitted within one-year. Older patients had a significantly higher odds of one-year readmission than younger patients (OR: 1.61; 95% CI: 1.22–2.11), patients who were married had a higher odds than those who were single (OR: 1.62; 95% CI: 1.12–2.36), and patients with hepatitis C virus were more likely to be readmitted within one year than patients with hepatitis B virus (OR: 1.51; 95% CI: 1.19–1.91).Conclusion: Biomarkers and sociodemographic factors can identify patients at high risk for readmission within one year. Our data indicates the need to emphasize proper liver care to older patients who have been hospitalized for a long time.Keywords: cirrhosis, readmission, liver function, renal function
topic Cirrhosis
Readmission
Liver function
Renal function
url https://www.dovepress.com/biomarkers-and-sociodemographic-factors-predicting-one-year-readmissio-peer-reviewed-article-TCRM
work_keys_str_mv AT daij biomarkersandsociodemographicfactorspredictingoneyearreadmissionamonglivercirrhosispatients
AT zhaoj biomarkersandsociodemographicfactorspredictingoneyearreadmissionamonglivercirrhosispatients
AT duy biomarkersandsociodemographicfactorspredictingoneyearreadmissionamonglivercirrhosispatients
AT mcneileb biomarkersandsociodemographicfactorspredictingoneyearreadmissionamonglivercirrhosispatients
AT chongsuvivatwongv biomarkersandsociodemographicfactorspredictingoneyearreadmissionamonglivercirrhosispatients
_version_ 1715899907547594752