Literature DB >> 31887447

Identifying Patients With Hepatic Encephalopathy Using Administrative Data in the ICD-10 Era.

Elliot B Tapper1, Sophia Korovaichuk2, Jad Baki3, Sydni Williams3, Samantha Nikirk3, Akbar K Waljee4, Neehar D Parikh3.   

Abstract

Hepatic encephalopathy (HE) is a common complication of cirrhosis resulting in relapsing-remitting mental status changes ranging from deficits in executive function to coma. Incident HE is associated with an abrupt increase in mortality1 and frequent hospitalization.2 To further the understanding of the burden and impact of HE at the population level, valid algorithms are required to identify patients in administrative data. An International Classification of Diseases (ICD)-9 code is specific for HE (572.2), offering a 0.92 positive predictive value (PPV) and 0.36 negative predictive value (NPV).3 When applied in an algorithm to patients with ICD-9 codes for cirrhosis (eg, 571.5), Kanwal et al4 found a PPV and NPV of 0.86 and 0.87. Unfortunately, the switch to ICD-10 in 2015 rendered algorithms validated using ICD-9 invalid. Kaplan et al5 previously showed that lactulose and rifaximin use correlated with grade of HE for Child classification. Herein, we validate a diagnostic coding algorithm for HE using ICD-10 and medication records.
Copyright © 2021 AGA Institute. Published by Elsevier Inc. All rights reserved.

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Year:  2019        PMID: 31887447      PMCID: PMC7319902          DOI: 10.1016/j.cgh.2019.12.017

Source DB:  PubMed          Journal:  Clin Gastroenterol Hepatol        ISSN: 1542-3565            Impact factor:   11.382


  7 in total

1.  Rates of and Reasons for Hospital Readmissions in Patients With Cirrhosis: A Multistate Population-based Cohort Study.

Authors:  Elliot B Tapper; Brian Halbert; Jessica Mellinger
Journal:  Clin Gastroenterol Hepatol       Date:  2016-04-13       Impact factor: 11.382

2.  A risk score to predict the development of hepatic encephalopathy in a population-based cohort of patients with cirrhosis.

Authors:  Elliot B Tapper; Neehar D Parikh; Neil Sengupta; Jessica Mellinger; David Ratz; Anna S-F Lok; Grace L Su
Journal:  Hepatology       Date:  2018-05-14       Impact factor: 17.425

3.  The quality of care provided to patients with cirrhosis and ascites in the Department of Veterans Affairs.

Authors:  Fasiha Kanwal; Jennifer R Kramer; Paula Buchanan; Steven M Asch; Youssef Assioun; Bruce R Bacon; Juan Li; Hashem B El-Serag
Journal:  Gastroenterology       Date:  2012-03-28       Impact factor: 22.682

4.  Development and Performance of an Algorithm to Estimate the Child-Turcotte-Pugh Score From a National Electronic Healthcare Database.

Authors:  David E Kaplan; Feng Dai; Ayse Aytaman; Michelle Baytarian; Rena Fox; Kristel Hunt; Astrid Knott; Marcos Pedrosa; Christine Pocha; Rajni Mehta; Mona Duggal; Melissa Skanderson; Adriana Valderrama; Tamar H Taddei
Journal:  Clin Gastroenterol Hepatol       Date:  2015-07-15       Impact factor: 11.382

5.  Use of administrative claims data for identifying patients with cirrhosis.

Authors:  Mahendra S Nehra; Ying Ma; Christopher Clark; Ruben Amarasingham; Don C Rockey; Amit G Singal
Journal:  J Clin Gastroenterol       Date:  2013 May-Jun       Impact factor: 3.062

6.  Positive Predictive Value of International Classification of Diseases, 10th Revision, Codes for Cirrhosis and Its Related Complications.

Authors:  Srikar Mapakshi; Jennifer R Kramer; Peter Richardson; Hashem B El-Serag; Fasiha Kanwal
Journal:  Clin Gastroenterol Hepatol       Date:  2018-02-01       Impact factor: 11.382

7.  Frailty, Psychoactive Medications, and Cognitive Dysfunction Are Associated With Poor Patient-Reported Outcomes in Cirrhosis.

Authors:  Elliot B Tapper; Jad Baki; Neehar D Parikh; Anna S Lok
Journal:  Hepatology       Date:  2019-02-19       Impact factor: 17.425

  7 in total
  8 in total

1.  Outcomes after hepatic encephalopathy in population-based cohorts of patients with cirrhosis.

Authors:  Elliot B Tapper; Devin Aberasturi; Zhe Zhao; Chia-Yang Hsu; Neehar D Parikh
Journal:  Aliment Pharmacol Ther       Date:  2020-05-03       Impact factor: 8.171

Review 2.  Research methodologies to address clinical unmet needs and challenges in alcohol-associated liver disease.

Authors:  Ashwani K Singal; Paul Kwo; Allison Kwong; Suthat Liangpunsakul; Alexandre Louvet; Pranoti Mandrekar; Craig McClain; Jessica Mellinger; Gyongyi Szabo; Norah Terrault; Mark Thursz; Gerald S Winder; W Ray Kim; Vijay H Shah
Journal:  Hepatology       Date:  2021-11-27       Impact factor: 17.298

Review 3.  Best Practices in Large Database Clinical Epidemiology Research in Hepatology: Barriers and Opportunities.

Authors:  Nadim Mahmud; David S Goldberg; Therese Bittermann
Journal:  Liver Transpl       Date:  2021-08-07       Impact factor: 5.799

4.  Applying Administrative Data-Based Coding Algorithms for Frailty in Patients With Cirrhosis.

Authors:  Jeremy Louissaint; Susan L Murphy; Christopher J Sonnenday; Anna S Lok; Elliot B Tapper
Journal:  Liver Transpl       Date:  2021-07-31       Impact factor: 5.799

5.  Administrative Coding in Electronic Health Care Record-Based Research of NAFLD: An Expert Panel Consensus Statement.

Authors:  Hannes Hagström; Leon A Adams; Alina M Allen; Christopher D Byrne; Yoosoo Chang; Henning Grønbaek; Mona Ismail; Peter Jepsen; Fasiha Kanwal; Jennifer Kramer; Jeffrey V Lazarus; Michelle T Long; Rohit Loomba; Philip N Newsome; Ian A Rowe; Seungho Ryu; Jörn M Schattenberg; Marina Serper; Nick Sheron; Tracey G Simon; Elliot B Tapper; Sarah Wild; Vincent Wai-Sun Wong; Yusuf Yilmaz; Shira Zelber-Sagi; Fredrik Åberg
Journal:  Hepatology       Date:  2021-06-22       Impact factor: 17.298

Review 6.  The Use of Administrative Data to Investigate the Population Burden of Hepatic Encephalopathy.

Authors:  Patricia P Bloom; Elliot B Tapper
Journal:  J Clin Med       Date:  2020-11-10       Impact factor: 4.241

7.  Glucagon-Like Peptide-1 Receptor Agonists and Hepatic Decompensation Events in Patients With Cirrhosis and Diabetes.

Authors:  Tracey G Simon; Elisabetta Patorno; Sebastian Schneeweiss
Journal:  Clin Gastroenterol Hepatol       Date:  2021-07-10       Impact factor: 13.576

8.  Prevalence of Hepatic Encephalopathy from a Commercial Medical Claims Database in the United States.

Authors:  Aniruddha Potnis; Susan VanMeter; Jan Stange
Journal:  Int J Hepatol       Date:  2021-06-08
  8 in total

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