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Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD

Insulin-like growth factor binding protein 1 (IGFBP-1) is a potentially interesting marker for liver fat in NAFLD as it is exclusively produced by the liver, and insulin is its main regulator. We determined whether measurement of fasting serum phosphorylated IGFBP-1 (fS-pIGFBP-1) helps to predict li...

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Autores principales: Petäjä, Elina M., Zhou, You, Havana, Marika, Hakkarainen, Antti, Lundbom, Nina, Ihalainen, Jarkko, Yki-Järvinen, Hannele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4835723/
https://www.ncbi.nlm.nih.gov/pubmed/27091074
http://dx.doi.org/10.1038/srep24740
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author Petäjä, Elina M.
Zhou, You
Havana, Marika
Hakkarainen, Antti
Lundbom, Nina
Ihalainen, Jarkko
Yki-Järvinen, Hannele
author_facet Petäjä, Elina M.
Zhou, You
Havana, Marika
Hakkarainen, Antti
Lundbom, Nina
Ihalainen, Jarkko
Yki-Järvinen, Hannele
author_sort Petäjä, Elina M.
collection PubMed
description Insulin-like growth factor binding protein 1 (IGFBP-1) is a potentially interesting marker for liver fat in NAFLD as it is exclusively produced by the liver, and insulin is its main regulator. We determined whether measurement of fasting serum phosphorylated IGFBP-1 (fS-pIGFBP-1) helps to predict liver fat compared to routinely available clinical parameters and PNPLA3 genotype at rs738409. Liver fat content (proton magnetic resonance spectroscopy) was measured in 378 subjects (62% women, age 43 [30–54] years, BMI 32.7 [28.1–39.7] kg/m(2), 46% with NAFLD). Subjects were randomized to discovery and validation groups, which were matched for clinical and biochemical parameters and PNPLA3 genotype. Multiple linear regression and Random Forest modeling were used to identify predictors of liver fat. The final model, % Liver Fat Equation’, included age, fS-pIGFBP-1, S-ALT, waist-to-hip ratio, fP-Glucose and fS-Insulin (adjusted R(2) = 0.44 in the discovery group, 0.49 in the validation group, 0.47 in all subjects). The model was significantly better than a model without fS-pIGFBP-1 or S-ALT or S-AST alone. Random Forest modeling identified fS-p-IGFBP-1 as one of the top five predictors of liver fat (adjusted R(2) = 0.39). Therefore, measurement of fS-pIGFBP-1 may help in non-invasive prediction of liver fat content.
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spelling pubmed-48357232016-04-27 Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD Petäjä, Elina M. Zhou, You Havana, Marika Hakkarainen, Antti Lundbom, Nina Ihalainen, Jarkko Yki-Järvinen, Hannele Sci Rep Article Insulin-like growth factor binding protein 1 (IGFBP-1) is a potentially interesting marker for liver fat in NAFLD as it is exclusively produced by the liver, and insulin is its main regulator. We determined whether measurement of fasting serum phosphorylated IGFBP-1 (fS-pIGFBP-1) helps to predict liver fat compared to routinely available clinical parameters and PNPLA3 genotype at rs738409. Liver fat content (proton magnetic resonance spectroscopy) was measured in 378 subjects (62% women, age 43 [30–54] years, BMI 32.7 [28.1–39.7] kg/m(2), 46% with NAFLD). Subjects were randomized to discovery and validation groups, which were matched for clinical and biochemical parameters and PNPLA3 genotype. Multiple linear regression and Random Forest modeling were used to identify predictors of liver fat. The final model, % Liver Fat Equation’, included age, fS-pIGFBP-1, S-ALT, waist-to-hip ratio, fP-Glucose and fS-Insulin (adjusted R(2) = 0.44 in the discovery group, 0.49 in the validation group, 0.47 in all subjects). The model was significantly better than a model without fS-pIGFBP-1 or S-ALT or S-AST alone. Random Forest modeling identified fS-p-IGFBP-1 as one of the top five predictors of liver fat (adjusted R(2) = 0.39). Therefore, measurement of fS-pIGFBP-1 may help in non-invasive prediction of liver fat content. Nature Publishing Group 2016-04-19 /pmc/articles/PMC4835723/ /pubmed/27091074 http://dx.doi.org/10.1038/srep24740 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Petäjä, Elina M.
Zhou, You
Havana, Marika
Hakkarainen, Antti
Lundbom, Nina
Ihalainen, Jarkko
Yki-Järvinen, Hannele
Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title_full Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title_fullStr Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title_full_unstemmed Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title_short Phosphorylated IGFBP-1 as a non-invasive predictor of liver fat in NAFLD
title_sort phosphorylated igfbp-1 as a non-invasive predictor of liver fat in nafld
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4835723/
https://www.ncbi.nlm.nih.gov/pubmed/27091074
http://dx.doi.org/10.1038/srep24740
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