Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery
Purpose This study aimed to ascertain the diagnostic accuracy of non-invasive liver function tests in liver fibrosis and assess their changes after metabolic surgery. Materials and Methods 1005 individuals with severe obesity who were referred for metabolic surgery were analysed. All participants ha...
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Veröffentlicht in: | Obesity surgery 2023-02, Vol.33 (2), p.548-554 |
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creator | Jangjoo, Sara Emami, Nima Sahranavard, Mehrdad Shah, Najeeb Z. Alidadi, Mona Baratzadeh, Fatemeh Sathyapalan, Thozhukat Eid, Ali H. Jangjoo, Ali Jamialahmadi, Tannaz Sahebkar, Amirhossein |
description | Purpose
This study aimed to ascertain the diagnostic accuracy of non-invasive liver function tests in liver fibrosis and assess their changes after metabolic surgery.
Materials and Methods
1005 individuals with severe obesity who were referred for metabolic surgery were analysed. All participants had blood samples taken for liver enzymes and lipid profile. In addition, hepatic indexes, including AAR, APRI, NFS and Fibrosis-4 (FIB4), were checked. Furthermore, all participants underwent two-dimensional shear wave elastography (2D-SWE). All investigations were repeated 6–8 months after metabolic surgery. The receiver operating characteristic (ROC) curve and the area under the ROC curve was utilised to determine the optimal cut-off values for baseline study parameters. Logistic regression was applied to predict the relationship between study parameters—as predictors—and change in 2D-SWE.
Results
AST/ALT (AAR) was the most sensitive (79%) pre-operative non-invasive serological marker for detecting liver fibrosis, whereas NAFLD Fibrosis Score (NFS) was the most specific (84%). AST/upper limit of the normal AST range × 100/platelets (× 10
9
/L) (APRI) showed a positive correlation with 2D-SWE post-metabolic surgery (
p
-value = 0.021). Regression analysis from both adjusted and unadjusted models showed that baseline AAR was a predictor of postoperative liver status in terms of hepatic fibrosis.
Conclusion
AAR has a high sensitivity, whereas NFS exhibits a high specificity in diagnosing liver fibrosis. The authors recommend using both investigations in conjunction with 2D-SWE to increase the likelihood of detecting liver fibrosis.
Graphical Abstract |
doi_str_mv | 10.1007/s11695-022-06416-y |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2756121391</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2756121391</sourcerecordid><originalsourceid>FETCH-LOGICAL-c326t-11acbb55a26de1dfb9b0f1072e28da29e6114ed6a0e4144bbffea56a39483f013</originalsourceid><addsrcrecordid>eNp9kUFv1DAQhS0EokvhD3BAlrhwMXjsxEmOaEsBaQWVWLha42SydZW1i51U2gu_HbfbgsSBi215vnnP48fYS5BvQcrmXQYwXS2kUkKaCow4PGIraGQrZKXax2wlOyNF2yl9wp7lfCWlAqPUU3aiTa1bBbBiv8487kLMs-_5D5wW4nHkX2IQPtxg9jfEN2VJ_HwJ_exj4FvKc-Y-PNx7l2L2mWMY-PoSw47uqttLysQvMOGeZkqZXxQPUc7o4lS8vi1pR-nwnD0Zccr04n4_Zd_PP2zXn8Tm68fP6_cb0WtlZgGAvXN1jcoMBMPoOidHkI0i1Q6oOjIAFQ0GJVVQVc6NI2FtUHdVq0cJ-pS9Oepep_hzKSPYvc89TRMGiku2qqkNKNDdLfr6H_QqLimU1xWqAWjbSstCqSPVl_FzotFeJ7_HdLAg7W069piOLenYu3TsoTS9upde3J6GPy0PcRRAH4FcSuUr01_v_8j-BnK3nAs</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2771188430</pqid></control><display><type>article</type><title>Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery</title><source>MEDLINE</source><source>SpringerLink (Online service)</source><creator>Jangjoo, Sara ; Emami, Nima ; Sahranavard, Mehrdad ; Shah, Najeeb Z. ; Alidadi, Mona ; Baratzadeh, Fatemeh ; Sathyapalan, Thozhukat ; Eid, Ali H. ; Jangjoo, Ali ; Jamialahmadi, Tannaz ; Sahebkar, Amirhossein</creator><creatorcontrib>Jangjoo, Sara ; Emami, Nima ; Sahranavard, Mehrdad ; Shah, Najeeb Z. ; Alidadi, Mona ; Baratzadeh, Fatemeh ; Sathyapalan, Thozhukat ; Eid, Ali H. ; Jangjoo, Ali ; Jamialahmadi, Tannaz ; Sahebkar, Amirhossein</creatorcontrib><description>Purpose
This study aimed to ascertain the diagnostic accuracy of non-invasive liver function tests in liver fibrosis and assess their changes after metabolic surgery.
Materials and Methods
1005 individuals with severe obesity who were referred for metabolic surgery were analysed. All participants had blood samples taken for liver enzymes and lipid profile. In addition, hepatic indexes, including AAR, APRI, NFS and Fibrosis-4 (FIB4), were checked. Furthermore, all participants underwent two-dimensional shear wave elastography (2D-SWE). All investigations were repeated 6–8 months after metabolic surgery. The receiver operating characteristic (ROC) curve and the area under the ROC curve was utilised to determine the optimal cut-off values for baseline study parameters. Logistic regression was applied to predict the relationship between study parameters—as predictors—and change in 2D-SWE.
Results
AST/ALT (AAR) was the most sensitive (79%) pre-operative non-invasive serological marker for detecting liver fibrosis, whereas NAFLD Fibrosis Score (NFS) was the most specific (84%). AST/upper limit of the normal AST range × 100/platelets (× 10
9
/L) (APRI) showed a positive correlation with 2D-SWE post-metabolic surgery (
p
-value = 0.021). Regression analysis from both adjusted and unadjusted models showed that baseline AAR was a predictor of postoperative liver status in terms of hepatic fibrosis.
Conclusion
AAR has a high sensitivity, whereas NFS exhibits a high specificity in diagnosing liver fibrosis. The authors recommend using both investigations in conjunction with 2D-SWE to increase the likelihood of detecting liver fibrosis.
Graphical Abstract</description><identifier>ISSN: 0960-8923</identifier><identifier>EISSN: 1708-0428</identifier><identifier>DOI: 10.1007/s11695-022-06416-y</identifier><identifier>PMID: 36538211</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Bariatric Surgery ; Biopsy ; Elasticity Imaging Techniques - methods ; Fibrosis ; Gastrointestinal surgery ; Humans ; Liver ; Liver - diagnostic imaging ; Liver - pathology ; Liver Cirrhosis - diagnosis ; Liver Function Tests ; Medicine ; Medicine & Public Health ; Metabolism ; Non-alcoholic Fatty Liver Disease - diagnosis ; Obesity, Morbid - surgery ; Original Contributions ; ROC Curve ; Surgery</subject><ispartof>Obesity surgery, 2023-02, Vol.33 (2), p.548-554</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c326t-11acbb55a26de1dfb9b0f1072e28da29e6114ed6a0e4144bbffea56a39483f013</cites><orcidid>0000-0003-3544-2231</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11695-022-06416-y$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11695-022-06416-y$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36538211$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jangjoo, Sara</creatorcontrib><creatorcontrib>Emami, Nima</creatorcontrib><creatorcontrib>Sahranavard, Mehrdad</creatorcontrib><creatorcontrib>Shah, Najeeb Z.</creatorcontrib><creatorcontrib>Alidadi, Mona</creatorcontrib><creatorcontrib>Baratzadeh, Fatemeh</creatorcontrib><creatorcontrib>Sathyapalan, Thozhukat</creatorcontrib><creatorcontrib>Eid, Ali H.</creatorcontrib><creatorcontrib>Jangjoo, Ali</creatorcontrib><creatorcontrib>Jamialahmadi, Tannaz</creatorcontrib><creatorcontrib>Sahebkar, Amirhossein</creatorcontrib><title>Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery</title><title>Obesity surgery</title><addtitle>OBES SURG</addtitle><addtitle>Obes Surg</addtitle><description>Purpose
This study aimed to ascertain the diagnostic accuracy of non-invasive liver function tests in liver fibrosis and assess their changes after metabolic surgery.
Materials and Methods
1005 individuals with severe obesity who were referred for metabolic surgery were analysed. All participants had blood samples taken for liver enzymes and lipid profile. In addition, hepatic indexes, including AAR, APRI, NFS and Fibrosis-4 (FIB4), were checked. Furthermore, all participants underwent two-dimensional shear wave elastography (2D-SWE). All investigations were repeated 6–8 months after metabolic surgery. The receiver operating characteristic (ROC) curve and the area under the ROC curve was utilised to determine the optimal cut-off values for baseline study parameters. Logistic regression was applied to predict the relationship between study parameters—as predictors—and change in 2D-SWE.
Results
AST/ALT (AAR) was the most sensitive (79%) pre-operative non-invasive serological marker for detecting liver fibrosis, whereas NAFLD Fibrosis Score (NFS) was the most specific (84%). AST/upper limit of the normal AST range × 100/platelets (× 10
9
/L) (APRI) showed a positive correlation with 2D-SWE post-metabolic surgery (
p
-value = 0.021). Regression analysis from both adjusted and unadjusted models showed that baseline AAR was a predictor of postoperative liver status in terms of hepatic fibrosis.
Conclusion
AAR has a high sensitivity, whereas NFS exhibits a high specificity in diagnosing liver fibrosis. The authors recommend using both investigations in conjunction with 2D-SWE to increase the likelihood of detecting liver fibrosis.
Graphical Abstract</description><subject>Bariatric Surgery</subject><subject>Biopsy</subject><subject>Elasticity Imaging Techniques - methods</subject><subject>Fibrosis</subject><subject>Gastrointestinal surgery</subject><subject>Humans</subject><subject>Liver</subject><subject>Liver - diagnostic imaging</subject><subject>Liver - pathology</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Function Tests</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Metabolism</subject><subject>Non-alcoholic Fatty Liver Disease - diagnosis</subject><subject>Obesity, Morbid - surgery</subject><subject>Original Contributions</subject><subject>ROC Curve</subject><subject>Surgery</subject><issn>0960-8923</issn><issn>1708-0428</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kUFv1DAQhS0EokvhD3BAlrhwMXjsxEmOaEsBaQWVWLha42SydZW1i51U2gu_HbfbgsSBi215vnnP48fYS5BvQcrmXQYwXS2kUkKaCow4PGIraGQrZKXax2wlOyNF2yl9wp7lfCWlAqPUU3aiTa1bBbBiv8487kLMs-_5D5wW4nHkX2IQPtxg9jfEN2VJ_HwJ_exj4FvKc-Y-PNx7l2L2mWMY-PoSw47uqttLysQvMOGeZkqZXxQPUc7o4lS8vi1pR-nwnD0Zccr04n4_Zd_PP2zXn8Tm68fP6_cb0WtlZgGAvXN1jcoMBMPoOidHkI0i1Q6oOjIAFQ0GJVVQVc6NI2FtUHdVq0cJ-pS9Oepep_hzKSPYvc89TRMGiku2qqkNKNDdLfr6H_QqLimU1xWqAWjbSstCqSPVl_FzotFeJ7_HdLAg7W069piOLenYu3TsoTS9upde3J6GPy0PcRRAH4FcSuUr01_v_8j-BnK3nAs</recordid><startdate>20230201</startdate><enddate>20230201</enddate><creator>Jangjoo, Sara</creator><creator>Emami, Nima</creator><creator>Sahranavard, Mehrdad</creator><creator>Shah, Najeeb Z.</creator><creator>Alidadi, Mona</creator><creator>Baratzadeh, Fatemeh</creator><creator>Sathyapalan, Thozhukat</creator><creator>Eid, Ali H.</creator><creator>Jangjoo, Ali</creator><creator>Jamialahmadi, Tannaz</creator><creator>Sahebkar, Amirhossein</creator><general>Springer US</general><general>Springer Nature B.V</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-3544-2231</orcidid></search><sort><creationdate>20230201</creationdate><title>Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery</title><author>Jangjoo, Sara ; Emami, Nima ; Sahranavard, Mehrdad ; Shah, Najeeb Z. ; Alidadi, Mona ; Baratzadeh, Fatemeh ; Sathyapalan, Thozhukat ; Eid, Ali H. ; Jangjoo, Ali ; Jamialahmadi, Tannaz ; Sahebkar, Amirhossein</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c326t-11acbb55a26de1dfb9b0f1072e28da29e6114ed6a0e4144bbffea56a39483f013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Bariatric Surgery</topic><topic>Biopsy</topic><topic>Elasticity Imaging Techniques - methods</topic><topic>Fibrosis</topic><topic>Gastrointestinal surgery</topic><topic>Humans</topic><topic>Liver</topic><topic>Liver - diagnostic imaging</topic><topic>Liver - pathology</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Function Tests</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Metabolism</topic><topic>Non-alcoholic Fatty Liver Disease - diagnosis</topic><topic>Obesity, Morbid - surgery</topic><topic>Original Contributions</topic><topic>ROC Curve</topic><topic>Surgery</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jangjoo, Sara</creatorcontrib><creatorcontrib>Emami, Nima</creatorcontrib><creatorcontrib>Sahranavard, Mehrdad</creatorcontrib><creatorcontrib>Shah, Najeeb Z.</creatorcontrib><creatorcontrib>Alidadi, Mona</creatorcontrib><creatorcontrib>Baratzadeh, Fatemeh</creatorcontrib><creatorcontrib>Sathyapalan, Thozhukat</creatorcontrib><creatorcontrib>Eid, Ali H.</creatorcontrib><creatorcontrib>Jangjoo, Ali</creatorcontrib><creatorcontrib>Jamialahmadi, Tannaz</creatorcontrib><creatorcontrib>Sahebkar, Amirhossein</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health Medical collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database (Proquest)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Obesity surgery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jangjoo, Sara</au><au>Emami, Nima</au><au>Sahranavard, Mehrdad</au><au>Shah, Najeeb Z.</au><au>Alidadi, Mona</au><au>Baratzadeh, Fatemeh</au><au>Sathyapalan, Thozhukat</au><au>Eid, Ali H.</au><au>Jangjoo, Ali</au><au>Jamialahmadi, Tannaz</au><au>Sahebkar, Amirhossein</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery</atitle><jtitle>Obesity surgery</jtitle><stitle>OBES SURG</stitle><addtitle>Obes Surg</addtitle><date>2023-02-01</date><risdate>2023</risdate><volume>33</volume><issue>2</issue><spage>548</spage><epage>554</epage><pages>548-554</pages><issn>0960-8923</issn><eissn>1708-0428</eissn><abstract>Purpose
This study aimed to ascertain the diagnostic accuracy of non-invasive liver function tests in liver fibrosis and assess their changes after metabolic surgery.
Materials and Methods
1005 individuals with severe obesity who were referred for metabolic surgery were analysed. All participants had blood samples taken for liver enzymes and lipid profile. In addition, hepatic indexes, including AAR, APRI, NFS and Fibrosis-4 (FIB4), were checked. Furthermore, all participants underwent two-dimensional shear wave elastography (2D-SWE). All investigations were repeated 6–8 months after metabolic surgery. The receiver operating characteristic (ROC) curve and the area under the ROC curve was utilised to determine the optimal cut-off values for baseline study parameters. Logistic regression was applied to predict the relationship between study parameters—as predictors—and change in 2D-SWE.
Results
AST/ALT (AAR) was the most sensitive (79%) pre-operative non-invasive serological marker for detecting liver fibrosis, whereas NAFLD Fibrosis Score (NFS) was the most specific (84%). AST/upper limit of the normal AST range × 100/platelets (× 10
9
/L) (APRI) showed a positive correlation with 2D-SWE post-metabolic surgery (
p
-value = 0.021). Regression analysis from both adjusted and unadjusted models showed that baseline AAR was a predictor of postoperative liver status in terms of hepatic fibrosis.
Conclusion
AAR has a high sensitivity, whereas NFS exhibits a high specificity in diagnosing liver fibrosis. The authors recommend using both investigations in conjunction with 2D-SWE to increase the likelihood of detecting liver fibrosis.
Graphical Abstract</abstract><cop>New York</cop><pub>Springer US</pub><pmid>36538211</pmid><doi>10.1007/s11695-022-06416-y</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0003-3544-2231</orcidid></addata></record> |
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subjects | Bariatric Surgery Biopsy Elasticity Imaging Techniques - methods Fibrosis Gastrointestinal surgery Humans Liver Liver - diagnostic imaging Liver - pathology Liver Cirrhosis - diagnosis Liver Function Tests Medicine Medicine & Public Health Metabolism Non-alcoholic Fatty Liver Disease - diagnosis Obesity, Morbid - surgery Original Contributions ROC Curve Surgery |
title | Diagnostic Value of Non-invasive Liver Function Tests in Liver Fibrosis and Changes in These Parameters Post-metabolic Surgery |
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