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Secondary bile acids improve risk prediction for non‐invasive identification of mild liver fibrosis in nonalcoholic fatty liver disease

Background Dysregulated bile acid (BA) metabolism has been linked to steatosis, inflammation, and fibrosis in nonalcoholic fatty liver disease (NAFLD). Aim To determine whether circulating BA levels accurately stage liver fibrosis in NAFLD. Methods We recruited 550 Chinese adults with biopsy‐proven...

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Published in:Alimentary pharmacology & therapeutics 2023-04, Vol.57 (8), p.872-885
Main Authors: Liu, A‐Na, Xu, Cui‐Fang, Liu, Ya‐Ru, Sun, Dan‐Qin, Jiang, Ling, Tang, Liang‐Jie, Zhu, Pei‐Wu, Chen, Sui‐Dan, Liu, Wen‐Yue, Wang, Xiao‐Dong, Targher, Giovanni, Byrne, Christopher D., Wong, Vincent Wai‐Sun, Fu, Junfen, Su, Ming‐Ming, Loomba, Rohit, Zheng, Ming‐Hua, Ni, Yan
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cited_by cdi_FETCH-LOGICAL-c4442-8c0ad6cef56eea2fc5aa4b320362c323cb1d3d0eb9b10d32d7cfe7951ad92cb3
cites cdi_FETCH-LOGICAL-c4442-8c0ad6cef56eea2fc5aa4b320362c323cb1d3d0eb9b10d32d7cfe7951ad92cb3
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container_title Alimentary pharmacology & therapeutics
container_volume 57
creator Liu, A‐Na
Xu, Cui‐Fang
Liu, Ya‐Ru
Sun, Dan‐Qin
Jiang, Ling
Tang, Liang‐Jie
Zhu, Pei‐Wu
Chen, Sui‐Dan
Liu, Wen‐Yue
Wang, Xiao‐Dong
Targher, Giovanni
Byrne, Christopher D.
Wong, Vincent Wai‐Sun
Fu, Junfen
Su, Ming‐Ming
Loomba, Rohit
Zheng, Ming‐Hua
Ni, Yan
description Background Dysregulated bile acid (BA) metabolism has been linked to steatosis, inflammation, and fibrosis in nonalcoholic fatty liver disease (NAFLD). Aim To determine whether circulating BA levels accurately stage liver fibrosis in NAFLD. Methods We recruited 550 Chinese adults with biopsy‐proven NAFLD and varying levels of fibrosis. Ultra‐performance liquid chromatography coupled with tandem mass spectrometry was performed to quantify 38 serum BAs. Results Compared to those without fibrosis, patients with mild fibrosis (stage F1) had significantly higher levels of secondary BAs, and increased diastolic blood pressure (DBP), alanine aminotransferase (ALT), body mass index, and waist circumstance (WC). The combination of serum BAs with WC, DBP, ALT, or Homeostatic Model Assessment for Insulin Resistance performed well in identifying mild fibrosis, in men and women, and in those with/without obesity, with AUROCs 0.80, 0.88, 0.75 and 0.78 in the training set (n = 385), and 0.69, 0.80, 0.61 and 0.69 in the testing set (n = 165), respectively. In comparison, the combination of BAs and clinical/biochemical biomarkers performed less well in identifying significant fibrosis (F2‐4). In women and in non‐obese subjects, AUROCs were 0.75 and 0.71 in the training set, 0.65 and 0.66 in the validation set, respectively. However, these AUROCs were higher than those observed for the fibrosis‐4 index, NAFLD fibrosis score, and Hepamet fibrosis score. Conclusions Secondary BA levels were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum BAs and clinical/biochemical biomarkers for identifying mild fibrosis merits further assessment. Secondary bile acids were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum bile acids and clinical/biochemical biomarkers for identifying mild fibrosis is worthy of further assessment.
doi_str_mv 10.1111/apt.17362
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Aim To determine whether circulating BA levels accurately stage liver fibrosis in NAFLD. Methods We recruited 550 Chinese adults with biopsy‐proven NAFLD and varying levels of fibrosis. Ultra‐performance liquid chromatography coupled with tandem mass spectrometry was performed to quantify 38 serum BAs. Results Compared to those without fibrosis, patients with mild fibrosis (stage F1) had significantly higher levels of secondary BAs, and increased diastolic blood pressure (DBP), alanine aminotransferase (ALT), body mass index, and waist circumstance (WC). The combination of serum BAs with WC, DBP, ALT, or Homeostatic Model Assessment for Insulin Resistance performed well in identifying mild fibrosis, in men and women, and in those with/without obesity, with AUROCs 0.80, 0.88, 0.75 and 0.78 in the training set (n = 385), and 0.69, 0.80, 0.61 and 0.69 in the testing set (n = 165), respectively. In comparison, the combination of BAs and clinical/biochemical biomarkers performed less well in identifying significant fibrosis (F2‐4). In women and in non‐obese subjects, AUROCs were 0.75 and 0.71 in the training set, 0.65 and 0.66 in the validation set, respectively. However, these AUROCs were higher than those observed for the fibrosis‐4 index, NAFLD fibrosis score, and Hepamet fibrosis score. Conclusions Secondary BA levels were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum BAs and clinical/biochemical biomarkers for identifying mild fibrosis merits further assessment. Secondary bile acids were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum bile acids and clinical/biochemical biomarkers for identifying mild fibrosis is worthy of further assessment.</description><identifier>ISSN: 0269-2813</identifier><identifier>EISSN: 1365-2036</identifier><identifier>DOI: 10.1111/apt.17362</identifier><identifier>PMID: 36670060</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Adult ; Alanine transaminase ; Bile acids ; Bile Acids and Salts ; Biomarkers ; Biopsy ; Blood pressure ; Body mass index ; Fatty liver ; Female ; Fibrosis ; Humans ; Inflammation - complications ; Insulin ; Insulin resistance ; Liquid chromatography ; Liver - pathology ; Liver Cirrhosis - complications ; Liver diseases ; liver fibrosis ; Male ; Mass spectroscopy ; Non-alcoholic Fatty Liver Disease - complications ; nonalcoholic fatty liver disease ; Obesity ; Obesity - complications ; risk prediction ; secondary bile acids ; Steatosis</subject><ispartof>Alimentary pharmacology &amp; therapeutics, 2023-04, Vol.57 (8), p.872-885</ispartof><rights>2023 John Wiley &amp; Sons Ltd.</rights><rights>Copyright © 2023 John Wiley &amp; Sons Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4442-8c0ad6cef56eea2fc5aa4b320362c323cb1d3d0eb9b10d32d7cfe7951ad92cb3</citedby><cites>FETCH-LOGICAL-c4442-8c0ad6cef56eea2fc5aa4b320362c323cb1d3d0eb9b10d32d7cfe7951ad92cb3</cites><orcidid>0000-0003-1779-7266 ; 0000-0002-4845-9991 ; 0000-0002-4325-3900 ; 0000-0003-4984-2631 ; 0000-0003-2215-9410</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36670060$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, A‐Na</creatorcontrib><creatorcontrib>Xu, Cui‐Fang</creatorcontrib><creatorcontrib>Liu, Ya‐Ru</creatorcontrib><creatorcontrib>Sun, Dan‐Qin</creatorcontrib><creatorcontrib>Jiang, Ling</creatorcontrib><creatorcontrib>Tang, Liang‐Jie</creatorcontrib><creatorcontrib>Zhu, Pei‐Wu</creatorcontrib><creatorcontrib>Chen, Sui‐Dan</creatorcontrib><creatorcontrib>Liu, Wen‐Yue</creatorcontrib><creatorcontrib>Wang, Xiao‐Dong</creatorcontrib><creatorcontrib>Targher, Giovanni</creatorcontrib><creatorcontrib>Byrne, Christopher D.</creatorcontrib><creatorcontrib>Wong, Vincent Wai‐Sun</creatorcontrib><creatorcontrib>Fu, Junfen</creatorcontrib><creatorcontrib>Su, Ming‐Ming</creatorcontrib><creatorcontrib>Loomba, Rohit</creatorcontrib><creatorcontrib>Zheng, Ming‐Hua</creatorcontrib><creatorcontrib>Ni, Yan</creatorcontrib><title>Secondary bile acids improve risk prediction for non‐invasive identification of mild liver fibrosis in nonalcoholic fatty liver disease</title><title>Alimentary pharmacology &amp; therapeutics</title><addtitle>Aliment Pharmacol Ther</addtitle><description>Background Dysregulated bile acid (BA) metabolism has been linked to steatosis, inflammation, and fibrosis in nonalcoholic fatty liver disease (NAFLD). Aim To determine whether circulating BA levels accurately stage liver fibrosis in NAFLD. Methods We recruited 550 Chinese adults with biopsy‐proven NAFLD and varying levels of fibrosis. Ultra‐performance liquid chromatography coupled with tandem mass spectrometry was performed to quantify 38 serum BAs. Results Compared to those without fibrosis, patients with mild fibrosis (stage F1) had significantly higher levels of secondary BAs, and increased diastolic blood pressure (DBP), alanine aminotransferase (ALT), body mass index, and waist circumstance (WC). The combination of serum BAs with WC, DBP, ALT, or Homeostatic Model Assessment for Insulin Resistance performed well in identifying mild fibrosis, in men and women, and in those with/without obesity, with AUROCs 0.80, 0.88, 0.75 and 0.78 in the training set (n = 385), and 0.69, 0.80, 0.61 and 0.69 in the testing set (n = 165), respectively. In comparison, the combination of BAs and clinical/biochemical biomarkers performed less well in identifying significant fibrosis (F2‐4). In women and in non‐obese subjects, AUROCs were 0.75 and 0.71 in the training set, 0.65 and 0.66 in the validation set, respectively. However, these AUROCs were higher than those observed for the fibrosis‐4 index, NAFLD fibrosis score, and Hepamet fibrosis score. Conclusions Secondary BA levels were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum BAs and clinical/biochemical biomarkers for identifying mild fibrosis merits further assessment. Secondary bile acids were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum bile acids and clinical/biochemical biomarkers for identifying mild fibrosis is worthy of further assessment.</description><subject>Adult</subject><subject>Alanine transaminase</subject><subject>Bile acids</subject><subject>Bile Acids and Salts</subject><subject>Biomarkers</subject><subject>Biopsy</subject><subject>Blood pressure</subject><subject>Body mass index</subject><subject>Fatty liver</subject><subject>Female</subject><subject>Fibrosis</subject><subject>Humans</subject><subject>Inflammation - complications</subject><subject>Insulin</subject><subject>Insulin resistance</subject><subject>Liquid chromatography</subject><subject>Liver - pathology</subject><subject>Liver Cirrhosis - complications</subject><subject>Liver diseases</subject><subject>liver fibrosis</subject><subject>Male</subject><subject>Mass spectroscopy</subject><subject>Non-alcoholic Fatty Liver Disease - complications</subject><subject>nonalcoholic fatty liver disease</subject><subject>Obesity</subject><subject>Obesity - complications</subject><subject>risk prediction</subject><subject>secondary bile acids</subject><subject>Steatosis</subject><issn>0269-2813</issn><issn>1365-2036</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kc1u1DAUhS0EokNhwQsgS2xgkdY_iTNZoaoqP1IlkJi95djX9BYnDnZmqtmx7Y5n5EnwdIYKkPDGlu7no3PPIeQ5Zye8nFMzzSe8lUo8IAsuVVMJJtVDsmBCdZVYcnlEnuR8zRhTLROPyZFU5cEUW5Dbz2Dj6Eza0h4DUGPRZYrDlOIGaML8lU4JHNoZ40h9THSM48_vP3DcmIwFQQfjjB6tuSOipwMGR0OZJeqxTzFjERx3_0yw8SoGtNSbed4eIIcZTIan5JE3IcOzw31MVm8vVufvq8uP7z6cn11Wtq5rUS0tM05Z8I0CMMLbxpi6l7uNhZVC2p476Rj0Xc-Zk8K11kPbNdy4TtheHpM3e9lp3Q_gbHGfTNBTwqGEoKNB_fdkxCv9JW40Z20nGsmKwquDQorf1pBnPWC2EIIZIa6zFq1airrmXVfQl_-g13GdSg47atm1SrFaFur1nrIlrJzA37vhTO8K1qVgfVdwYV_8af-e_N1oAU73wE2pc_t_JX32abWX_AVNQrVU</recordid><startdate>202304</startdate><enddate>202304</enddate><creator>Liu, A‐Na</creator><creator>Xu, Cui‐Fang</creator><creator>Liu, Ya‐Ru</creator><creator>Sun, Dan‐Qin</creator><creator>Jiang, Ling</creator><creator>Tang, Liang‐Jie</creator><creator>Zhu, Pei‐Wu</creator><creator>Chen, Sui‐Dan</creator><creator>Liu, Wen‐Yue</creator><creator>Wang, Xiao‐Dong</creator><creator>Targher, Giovanni</creator><creator>Byrne, Christopher D.</creator><creator>Wong, Vincent Wai‐Sun</creator><creator>Fu, Junfen</creator><creator>Su, Ming‐Ming</creator><creator>Loomba, Rohit</creator><creator>Zheng, Ming‐Hua</creator><creator>Ni, Yan</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TK</scope><scope>7U9</scope><scope>H94</scope><scope>M7N</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1779-7266</orcidid><orcidid>https://orcid.org/0000-0002-4845-9991</orcidid><orcidid>https://orcid.org/0000-0002-4325-3900</orcidid><orcidid>https://orcid.org/0000-0003-4984-2631</orcidid><orcidid>https://orcid.org/0000-0003-2215-9410</orcidid></search><sort><creationdate>202304</creationdate><title>Secondary bile acids improve risk prediction for non‐invasive identification of mild liver fibrosis in nonalcoholic fatty liver disease</title><author>Liu, A‐Na ; Xu, Cui‐Fang ; Liu, Ya‐Ru ; Sun, Dan‐Qin ; Jiang, Ling ; Tang, Liang‐Jie ; Zhu, Pei‐Wu ; Chen, Sui‐Dan ; Liu, Wen‐Yue ; Wang, Xiao‐Dong ; Targher, Giovanni ; Byrne, Christopher D. ; Wong, Vincent Wai‐Sun ; Fu, Junfen ; Su, Ming‐Ming ; Loomba, Rohit ; Zheng, Ming‐Hua ; Ni, Yan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4442-8c0ad6cef56eea2fc5aa4b320362c323cb1d3d0eb9b10d32d7cfe7951ad92cb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adult</topic><topic>Alanine transaminase</topic><topic>Bile acids</topic><topic>Bile Acids and Salts</topic><topic>Biomarkers</topic><topic>Biopsy</topic><topic>Blood pressure</topic><topic>Body mass index</topic><topic>Fatty liver</topic><topic>Female</topic><topic>Fibrosis</topic><topic>Humans</topic><topic>Inflammation - complications</topic><topic>Insulin</topic><topic>Insulin resistance</topic><topic>Liquid chromatography</topic><topic>Liver - pathology</topic><topic>Liver Cirrhosis - complications</topic><topic>Liver diseases</topic><topic>liver fibrosis</topic><topic>Male</topic><topic>Mass spectroscopy</topic><topic>Non-alcoholic Fatty Liver Disease - complications</topic><topic>nonalcoholic fatty liver disease</topic><topic>Obesity</topic><topic>Obesity - complications</topic><topic>risk prediction</topic><topic>secondary bile acids</topic><topic>Steatosis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, A‐Na</creatorcontrib><creatorcontrib>Xu, Cui‐Fang</creatorcontrib><creatorcontrib>Liu, Ya‐Ru</creatorcontrib><creatorcontrib>Sun, Dan‐Qin</creatorcontrib><creatorcontrib>Jiang, Ling</creatorcontrib><creatorcontrib>Tang, Liang‐Jie</creatorcontrib><creatorcontrib>Zhu, Pei‐Wu</creatorcontrib><creatorcontrib>Chen, Sui‐Dan</creatorcontrib><creatorcontrib>Liu, Wen‐Yue</creatorcontrib><creatorcontrib>Wang, Xiao‐Dong</creatorcontrib><creatorcontrib>Targher, Giovanni</creatorcontrib><creatorcontrib>Byrne, Christopher D.</creatorcontrib><creatorcontrib>Wong, Vincent Wai‐Sun</creatorcontrib><creatorcontrib>Fu, Junfen</creatorcontrib><creatorcontrib>Su, Ming‐Ming</creatorcontrib><creatorcontrib>Loomba, Rohit</creatorcontrib><creatorcontrib>Zheng, Ming‐Hua</creatorcontrib><creatorcontrib>Ni, Yan</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Alimentary pharmacology &amp; therapeutics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, A‐Na</au><au>Xu, Cui‐Fang</au><au>Liu, Ya‐Ru</au><au>Sun, Dan‐Qin</au><au>Jiang, Ling</au><au>Tang, Liang‐Jie</au><au>Zhu, Pei‐Wu</au><au>Chen, Sui‐Dan</au><au>Liu, Wen‐Yue</au><au>Wang, Xiao‐Dong</au><au>Targher, Giovanni</au><au>Byrne, Christopher D.</au><au>Wong, Vincent Wai‐Sun</au><au>Fu, Junfen</au><au>Su, Ming‐Ming</au><au>Loomba, Rohit</au><au>Zheng, Ming‐Hua</au><au>Ni, Yan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Secondary bile acids improve risk prediction for non‐invasive identification of mild liver fibrosis in nonalcoholic fatty liver disease</atitle><jtitle>Alimentary pharmacology &amp; therapeutics</jtitle><addtitle>Aliment Pharmacol Ther</addtitle><date>2023-04</date><risdate>2023</risdate><volume>57</volume><issue>8</issue><spage>872</spage><epage>885</epage><pages>872-885</pages><issn>0269-2813</issn><eissn>1365-2036</eissn><abstract>Background Dysregulated bile acid (BA) metabolism has been linked to steatosis, inflammation, and fibrosis in nonalcoholic fatty liver disease (NAFLD). Aim To determine whether circulating BA levels accurately stage liver fibrosis in NAFLD. Methods We recruited 550 Chinese adults with biopsy‐proven NAFLD and varying levels of fibrosis. Ultra‐performance liquid chromatography coupled with tandem mass spectrometry was performed to quantify 38 serum BAs. Results Compared to those without fibrosis, patients with mild fibrosis (stage F1) had significantly higher levels of secondary BAs, and increased diastolic blood pressure (DBP), alanine aminotransferase (ALT), body mass index, and waist circumstance (WC). The combination of serum BAs with WC, DBP, ALT, or Homeostatic Model Assessment for Insulin Resistance performed well in identifying mild fibrosis, in men and women, and in those with/without obesity, with AUROCs 0.80, 0.88, 0.75 and 0.78 in the training set (n = 385), and 0.69, 0.80, 0.61 and 0.69 in the testing set (n = 165), respectively. In comparison, the combination of BAs and clinical/biochemical biomarkers performed less well in identifying significant fibrosis (F2‐4). In women and in non‐obese subjects, AUROCs were 0.75 and 0.71 in the training set, 0.65 and 0.66 in the validation set, respectively. However, these AUROCs were higher than those observed for the fibrosis‐4 index, NAFLD fibrosis score, and Hepamet fibrosis score. Conclusions Secondary BA levels were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum BAs and clinical/biochemical biomarkers for identifying mild fibrosis merits further assessment. Secondary bile acids were significantly increased in NAFLD, especially in those with mild fibrosis. The combination of serum bile acids and clinical/biochemical biomarkers for identifying mild fibrosis is worthy of further assessment.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>36670060</pmid><doi>10.1111/apt.17362</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-1779-7266</orcidid><orcidid>https://orcid.org/0000-0002-4845-9991</orcidid><orcidid>https://orcid.org/0000-0002-4325-3900</orcidid><orcidid>https://orcid.org/0000-0003-4984-2631</orcidid><orcidid>https://orcid.org/0000-0003-2215-9410</orcidid><oa>free_for_read</oa></addata></record>
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1365-2036
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source Wiley-Blackwell Read & Publish Collection
subjects Adult
Alanine transaminase
Bile acids
Bile Acids and Salts
Biomarkers
Biopsy
Blood pressure
Body mass index
Fatty liver
Female
Fibrosis
Humans
Inflammation - complications
Insulin
Insulin resistance
Liquid chromatography
Liver - pathology
Liver Cirrhosis - complications
Liver diseases
liver fibrosis
Male
Mass spectroscopy
Non-alcoholic Fatty Liver Disease - complications
nonalcoholic fatty liver disease
Obesity
Obesity - complications
risk prediction
secondary bile acids
Steatosis
title Secondary bile acids improve risk prediction for non‐invasive identification of mild liver fibrosis in nonalcoholic fatty liver disease
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