Literature DB >> 26925881

Using an Electronic Medical Records Database to Identify Non-Traditional Cardiovascular Risk Factors in Nonalcoholic Fatty Liver Disease.

Kathleen E Corey1,2, Uri Kartoun2,3, Hui Zheng2,4, Raymond T Chung1,2, Stanley Y Shaw2,3.   

Abstract

OBJECTIVES: Among adults with nonalcoholic fatty liver disease (NAFLD), 25% of deaths are attributable to cardiovascular disease (CVD). CVD risk reduction in NAFLD requires not only modification of traditional CVD risk factors but identification of risk factors unique to NAFLD.
METHODS: In a NAFLD cohort, we sought to identify non-traditional risk factors associated with CVD. NAFLD was determined by a previously described algorithm and a multivariable logistic regression model determined predictors of CVD.
RESULTS: Of the 8,409 individuals with NAFLD, 3,243 had CVD and 5,166 did not. On multivariable analysis, CVD among NAFLD patients was associated with traditional CVD risk factors including family history of CVD (OR 4.25, P=0.0007), hypertension (OR 2.54, P=0.0017), renal failure (OR 1.59, P=0.04), and age (OR 1.05, P<0.0001). Several non-traditional CVD risk factors including albumin, sodium, and Model for End-Stage Liver Disease (MELD) score were associated with CVD. On multivariable analysis, an increased MELD score (OR 1.10, P<0.0001) was associated with an increased risk of CVD. Albumin (OR 0.52, P<0.0001) and sodium (OR 0.96, P=0.037) were inversely associated with CVD. In addition, CVD was more common among those with a NAFLD fibrosis score >0.676 than those with a score ≤0.676 (39 vs. 20%, P<0.0001).
CONCLUSIONS: CVD in NAFLD is associated with traditional CVD risk factors, as well as higher MELD scores and lower albumin and sodium levels. Individuals with evidence of advanced fibrosis were more likely to have CVD. These findings suggest that the drivers of NAFLD may also promote CVD development and progression.

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Year:  2016        PMID: 26925881      PMCID: PMC4864030          DOI: 10.1038/ajg.2016.44

Source DB:  PubMed          Journal:  Am J Gastroenterol        ISSN: 0002-9270            Impact factor:   10.864


  37 in total

1.  Incidence and predictors of 30-day readmission among patients hospitalized for advanced liver disease.

Authors:  Kenneth Berman; Sweta Tandra; Kate Forssell; Raj Vuppalanchi; Raj Vuppalanch; James R Burton; James Nguyen; Devonne Mullis; Paul Kwo; Naga Chalasani
Journal:  Clin Gastroenterol Hepatol       Date:  2010-11-17       Impact factor: 11.382

Review 2.  Hypercoagulability in cirrhosis: causes and consequences.

Authors:  A Tripodi; Q M Anstee; K K Sogaard; M Primignani; D C Valla
Journal:  J Thromb Haemost       Date:  2011-09       Impact factor: 5.824

3.  Independent association between nonalcoholic fatty liver disease and cardiovascular disease in the US population.

Authors:  Maria Stepanova; Zobair M Younossi
Journal:  Clin Gastroenterol Hepatol       Date:  2012-01-13       Impact factor: 11.382

4.  Markers of activated inflammatory cells correlate with severity of liver damage in children with nonalcoholic fatty liver disease.

Authors:  Rita De Vito; Anna Alisi; Andrea Masotti; Sara Ceccarelli; Nadia Panera; Arianna Citti; Michele Salata; Luca Valenti; Ariel E Feldstein; Valerio Nobili
Journal:  Int J Mol Med       Date:  2012-04-10       Impact factor: 4.101

5.  Decreased survival of subjects with elevated liver function tests during a 28-year follow-up.

Authors:  Cecilia Söderberg; Per Stål; Johan Askling; Hans Glaumann; Greger Lindberg; Joel Marmur; Rolf Hultcrantz
Journal:  Hepatology       Date:  2010-02       Impact factor: 17.425

6.  Long-term follow-up of patients with nonalcoholic fatty liver.

Authors:  Nila Rafiq; Chunhong Bai; Yun Fang; Manirath Srishord; Arthur McCullough; Terry Gramlich; Zobair M Younossi
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7.  Circulating levels and hepatic expression of molecular mediators of atherosclerosis in nonalcoholic fatty liver disease.

Authors:  Silvia Sookoian; Gustavo O Castaño; Adriana L Burgueño; María Soledad Rosselli; Tomas Fernández Gianotti; Pablo Mallardi; Julio San Martino; Carlos Jose Pirola
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8.  Nonalcoholic fatty liver disease in humans is associated with increased plasma endotoxin and plasminogen activator inhibitor 1 concentrations and with fructose intake.

Authors:  Sabine Thuy; Ruth Ladurner; Valentina Volynets; Silvia Wagner; Stefan Strahl; Alfred Königsrainer; Klaus-Peter Maier; Stephan C Bischoff; Ina Bergheim
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9.  Factors that predict outcome of abdominal operations in patients with advanced cirrhosis.

Authors:  Dana A Telem; Thomas Schiano; Robert Goldstone; Daniel K Han; Kerri E Buch; Edward H Chin; Scott Q Nguyen; Celia M Divino
Journal:  Clin Gastroenterol Hepatol       Date:  2009-12-29       Impact factor: 11.382

10.  The natural history of nonalcoholic fatty liver disease with advanced fibrosis or cirrhosis: an international collaborative study.

Authors:  Neeraj Bhala; Paul Angulo; David van der Poorten; Eric Lee; Jason M Hui; Giorgio Saracco; Leon A Adams; Phunchai Charatcharoenwitthaya; Joanne H Topping; Elisabetta Bugianesi; Christopher P Day; Jacob George
Journal:  Hepatology       Date:  2011-08-09       Impact factor: 17.425

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  9 in total

Review 1.  Nonalcoholic Fatty Liver Disease and Cardiovascular Disease.

Authors:  Eric M Przybyszewski; Giovanni Targher; Michael Roden; Kathleen E Corey
Journal:  Clin Liver Dis (Hoboken)       Date:  2021-02-01

2.  The Heart Age Is Increased in Patients With Nonalcoholic Fatty Liver Disease and Correlates With Fibrosis and Hepatocyte Ballooning.

Authors:  Neal Mehta; Tavankit Singh; Rocio Lopez; Naim Alkhouri
Journal:  Am J Gastroenterol       Date:  2016-12       Impact factor: 10.864

3.  Toward an accelerated adoption of data-driven findings in medicine : Research, skepticism, and the need to speed up public visibility of data-driven findings.

Authors:  Uri Kartoun
Journal:  Med Health Care Philos       Date:  2019-03

4.  Application of Machine Learning Methods to Predict Non-Alcoholic Steatohepatitis (NASH) in Non-Alcoholic Fatty Liver (NAFL) Patients.

Authors:  Suruchi Fialoke; Anders Malarstig; Melissa R Miller; Alexandra Dumitriu
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

5.  Advanced fibrosis is associated with incident cardiovascular disease in patients with non-alcoholic fatty liver disease.

Authors:  Jacqueline B Henson; Tracey G Simon; Alyson Kaplan; Stephanie Osganian; Ricard Masia; Kathleen E Corey
Journal:  Aliment Pharmacol Ther       Date:  2020-02-11       Impact factor: 8.171

Review 6.  Cardiovascular Risk Reduction in Patients with Nonalcoholic Fatty Liver Disease: The Potential Role of Ezetimibe.

Authors:  Tracey G Simon; Kathleen E Corey; Raymond T Chung; Robert Giugliano
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7.  MELD-Na score predicts incident major cardiovascular events, in patients with nonalcoholic fatty liver disease (NAFLD).

Authors:  Tracey G Simon; Uri Kartoun; Hui Zheng; Andrew T Chan; Raymond T Chung; Stanley Shaw; Kathleen E Corey
Journal:  Hepatol Commun       Date:  2017-05-22

8.  Reactive hyperemia index (RHI) and cognitive performance indexes are associated with histologic markers of liver disease in subjects with non-alcoholic fatty liver disease (NAFLD): a case control study.

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Journal:  Cardiovasc Diabetol       Date:  2018-02-16       Impact factor: 9.951

9.  Development of an Algorithm to Identify Patients with Physician-Documented Insomnia.

Authors:  Uri Kartoun; Rahul Aggarwal; Andrew L Beam; Jennifer K Pai; Arnaub K Chatterjee; Timothy P Fitzgerald; Isaac S Kohane; Stanley Y Shaw
Journal:  Sci Rep       Date:  2018-05-18       Impact factor: 4.379

  9 in total

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