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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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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