A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease

We assessed the relationship between serum alkaline phosphatase (ALP) and liver fibrosis by histology, in addition to other noninvasive parameters, in obese patients undergoing metabolic surgery. Patients scheduled for elective bariatric surgery were prospectively recruited from a bariatric clinic....

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Main Authors: Ahmad Hassan Ali, Gregory F. Petroski, Alberto A. Diaz-Arias, Alhareth Al Juboori, Andrew A. Wheeler, Rama R. Ganga, James B. Pitt, Nicole M. Spencer, Ghassan M. Hammoud, R. Scott Rector, Elizabeth J. Parks, Jamal A. Ibdah
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Journal of Clinical Medicine
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Online Access:https://www.mdpi.com/2077-0383/10/15/3311
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spelling doaj-38674ad91b0a4633abe947e90f0fc5bd2021-08-06T15:26:46ZengMDPI AGJournal of Clinical Medicine2077-03832021-07-01103311331110.3390/jcm10153311A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver DiseaseAhmad Hassan Ali0Gregory F. Petroski1Alberto A. Diaz-Arias2Alhareth Al Juboori3Andrew A. Wheeler4Rama R. Ganga5James B. Pitt6Nicole M. Spencer7Ghassan M. Hammoud8R. Scott Rector9Elizabeth J. Parks10Jamal A. Ibdah11Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USABiostatistics and Research Design Unit, School of Medicine, University of Missouri, Columbia, MO 65212, USABoyce & Bynum Pathology Professional Services, Columbia, MO 65201, USADivision of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USADepartment of Surgery, University of Missouri, Columbia, MO 65212, USADepartment of Surgery, University of Missouri, Columbia, MO 65212, USADepartment of Surgery, University of Missouri, Columbia, MO 65212, USADepartment of Surgery, University of Missouri, Columbia, MO 65212, USADivision of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USADivision of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USADivision of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USADivision of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USAWe assessed the relationship between serum alkaline phosphatase (ALP) and liver fibrosis by histology, in addition to other noninvasive parameters, in obese patients undergoing metabolic surgery. Patients scheduled for elective bariatric surgery were prospectively recruited from a bariatric clinic. An intraoperative liver biopsy was performed, and liver histology was evaluated by a pathologist blinded to the patients’ data. The endpoint was significant fibrosis defined as fibrosis stage ≥ 2. Independent predictors of fibrosis were identified by logistic regression. Two hundred ten patients were recruited. Liver histology revealed steatosis in 87.1%, steatohepatitis in 21.9%, and significant fibrosis in 10%. Independent predictors of significant fibrosis were ALP (Odds Ratio (OR) 1.03; 95% Confidence interval (CI), 1.01–1.05), alanine aminotransferase (OR 1.02; 95% CI, 1.01–1.03), HbA1c (OR 1.58; 95% CI, 1.20–2.09), and body mass index (OR 1.06; 95% CI, 1.00–1.13). A tree-based model was developed to predict significant fibrosis, with a receiver operating characteristic (ROC) area of 0.845, sensitivity of 0.857, specificity of 0.836, and accuracy of 0.931. The applicability of serum ALP as an independent biomarker of liver fibrosis should be considered in obesity surgery patients, and in the broader context of obese patients with nonalcoholic fatty liver disease.https://www.mdpi.com/2077-0383/10/15/3311nonalcoholic fatty liver diseasemetabolic surgeryliver fibrosishistologyalkaline phosphatase
collection DOAJ
language English
format Article
sources DOAJ
author Ahmad Hassan Ali
Gregory F. Petroski
Alberto A. Diaz-Arias
Alhareth Al Juboori
Andrew A. Wheeler
Rama R. Ganga
James B. Pitt
Nicole M. Spencer
Ghassan M. Hammoud
R. Scott Rector
Elizabeth J. Parks
Jamal A. Ibdah
spellingShingle Ahmad Hassan Ali
Gregory F. Petroski
Alberto A. Diaz-Arias
Alhareth Al Juboori
Andrew A. Wheeler
Rama R. Ganga
James B. Pitt
Nicole M. Spencer
Ghassan M. Hammoud
R. Scott Rector
Elizabeth J. Parks
Jamal A. Ibdah
A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
Journal of Clinical Medicine
nonalcoholic fatty liver disease
metabolic surgery
liver fibrosis
histology
alkaline phosphatase
author_facet Ahmad Hassan Ali
Gregory F. Petroski
Alberto A. Diaz-Arias
Alhareth Al Juboori
Andrew A. Wheeler
Rama R. Ganga
James B. Pitt
Nicole M. Spencer
Ghassan M. Hammoud
R. Scott Rector
Elizabeth J. Parks
Jamal A. Ibdah
author_sort Ahmad Hassan Ali
title A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
title_short A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
title_full A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
title_fullStr A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
title_full_unstemmed A Model Incorporating Serum Alkaline Phosphatase for Prediction of Liver Fibrosis in Adults with Obesity and Nonalcoholic Fatty Liver Disease
title_sort model incorporating serum alkaline phosphatase for prediction of liver fibrosis in adults with obesity and nonalcoholic fatty liver disease
publisher MDPI AG
series Journal of Clinical Medicine
issn 2077-0383
publishDate 2021-07-01
description We assessed the relationship between serum alkaline phosphatase (ALP) and liver fibrosis by histology, in addition to other noninvasive parameters, in obese patients undergoing metabolic surgery. Patients scheduled for elective bariatric surgery were prospectively recruited from a bariatric clinic. An intraoperative liver biopsy was performed, and liver histology was evaluated by a pathologist blinded to the patients’ data. The endpoint was significant fibrosis defined as fibrosis stage ≥ 2. Independent predictors of fibrosis were identified by logistic regression. Two hundred ten patients were recruited. Liver histology revealed steatosis in 87.1%, steatohepatitis in 21.9%, and significant fibrosis in 10%. Independent predictors of significant fibrosis were ALP (Odds Ratio (OR) 1.03; 95% Confidence interval (CI), 1.01–1.05), alanine aminotransferase (OR 1.02; 95% CI, 1.01–1.03), HbA1c (OR 1.58; 95% CI, 1.20–2.09), and body mass index (OR 1.06; 95% CI, 1.00–1.13). A tree-based model was developed to predict significant fibrosis, with a receiver operating characteristic (ROC) area of 0.845, sensitivity of 0.857, specificity of 0.836, and accuracy of 0.931. The applicability of serum ALP as an independent biomarker of liver fibrosis should be considered in obesity surgery patients, and in the broader context of obese patients with nonalcoholic fatty liver disease.
topic nonalcoholic fatty liver disease
metabolic surgery
liver fibrosis
histology
alkaline phosphatase
url https://www.mdpi.com/2077-0383/10/15/3311
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