Predictors for advanced fibrosis in morbidly obese nonalcoholic fatty liver patients

Shira Zelber-Sagi, Dafna Shoham, Isabel Zvibel, Subhi Abu-Abeid, Oren Shibolet, Sigal Fishman

Research output: Contribution to journalArticlepeer-review


AIM To investigate predictors for fibrosis specifically in a high risk population of morbidly obese patients, including detailed evaluation of lifestyle. METHODS We conducted a cross-sectional study among morbidly obese patients attending the bariatric clinic at the Tel- Aviv Medical Center between the years 2013-2014 with body mass index (BMI) above 40 or above 35 with co-morbidity. Patients with serum hepatitis B surface antigen or anti-hepatitis C virus antibodies, genetic liver diseases, autoimmune disease or high alcohol intake (≥ 30 g/d in men or ≥ 20 g/d in women) were excluded from the study. Liver fibrosis was estimated by transient elastography (FibroScan®), using the "XL" probe. We collected data on age and gender, education, smoking status and amount, medical history, nutrition and lifestyle habits. All these data were collected using structured and validated questionnaires. Fasting blood test were available for a subsample. RESULTS Fibroscan was performed on a total of 91 patients, of which 77 had a valid examination according to the accepted criteria. Of those, 21% had significant fibrosis (F2) and 39% had advanced or severe fibrosis (F3 or F4). In multivariate analysis, male gender and BMI had a positive association with advanced fibrosis; the OR for fibrosis F ≥ 2 was 7.93 (95%CI: 2.36-26.64, P = 0.001) for male gender and 1.33 (1.11-1.60 kg/m2, P = 0.002) for BMI. The OR for fibrosis F ≥ 3 was 2.92 (1.08-7.91, P = 0.035) for male gender and 1.17 (1.03-1.33, P = 0.018) for BMI. Subjects were categorized to subgroups based on the combination of male gender and BMI of 40 and above. A significant dose response association with stiffness level was noted across these categories, with the highest stiffness among men with a higher BMI (P = 0.001). In addition, a significant positive correlation between pack-years cigarette smoking and liver stiffness was demonstrated among men (r = 0.54, P = 0.012). CONCLUSION In the morbidly obese population, a higher BMI, male gender and degree of smoking in men bears a greater risk for advanced nonalcoholic fatty liver disease.

Original languageEnglish
Pages (from-to)91-98
Number of pages8
JournalWorld Journal of Hepatology
Issue number2
StatePublished - 2017

Bibliographical note

Publisher Copyright:
© The Author(s) 2017. Published by Baishideng Publishing Group Inc. All rights reserved.


  • Diet
  • Fibroscan
  • Fibrosis
  • Morbid obesity
  • Non-alcoholic fatty liver disease

ASJC Scopus subject areas

  • Hepatology


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