Usefulness of the index of NASH – ION for the diagnosis of steatohepatitis in patients with non‐alcoholic fatty liver: An external validation study
Background & Aims The non‐invasive identification of steatohepatitis (NASH) in patients with Non‐Alcoholic Fatty Liver Disease is an unmet need in clinical practice. Index of NASH (ION) is a new tool for the prediction of NASH. We aimed to externally validate ION and to compare it with CK‐18. Si...
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Veröffentlicht in: | Liver international 2018-04, Vol.38 (4), p.715-723 |
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creator | Younes, Ramy Rosso, Chiara Petta, Salvatore Cucco, Monica Marietti, Milena Caviglia, Gian Paolo Ciancio, Alessia Abate, Maria Lorena Cammà, Carlo Smedile, Antonina Craxì, Antonio Saracco, Giorgio Maria Bugianesi, Elisabetta |
description | Background & Aims
The non‐invasive identification of steatohepatitis (NASH) in patients with Non‐Alcoholic Fatty Liver Disease is an unmet need in clinical practice. Index of NASH (ION) is a new tool for the prediction of NASH. We aimed to externally validate ION and to compare it with CK‐18. Since necroinflammation precedes fibrosis, we also tested ION in combination with non‐invasive tools for fibrosis.
Methods
We analysed data from 292 Italian patients (169 Southern cohort, and 123 Northern cohort) with an histological diagnosis of NAFLD. The ION, FIB‐4 and NFS scores were calculated according to published algorithms. Serum cytokeratin18‐Aspartate396 levels and liver stiffness (LS) by Fibroscan were assessed within three months from liver biopsy.
Results
The diagnostic accuracy of ION for the identification of NASH was not as satisfactory as reported (area under the ROC curve, AUROC = 0.687 [95% CI = 0.62‐0.75]). The proposed cut‐off value ≥50 showed a poor sensitivity (Se) (28%) and a good specificity (Sp) (92%), with a positive predictive value (PPV) of 91% and a negative predictive value (NPV) of 30%. A new cut‐off value >26 improved Se (73%) but decreased Sp (60%) (PPV of 84% and a NPV of 43%). ION performed slightly better in obese NAFLD (AUROC = 0.700). The combination of ION and markers of fibrosis did not improve the identification of advanced liver disease.
Conclusions
ION is not feasible for the non‐invasive diagnosis of NASH across different populations of NAFLD patients, mainly because its limited reproducibility in non‐obese subjects. |
doi_str_mv | 10.1111/liv.13612 |
format | Article |
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The non‐invasive identification of steatohepatitis (NASH) in patients with Non‐Alcoholic Fatty Liver Disease is an unmet need in clinical practice. Index of NASH (ION) is a new tool for the prediction of NASH. We aimed to externally validate ION and to compare it with CK‐18. Since necroinflammation precedes fibrosis, we also tested ION in combination with non‐invasive tools for fibrosis.
Methods
We analysed data from 292 Italian patients (169 Southern cohort, and 123 Northern cohort) with an histological diagnosis of NAFLD. The ION, FIB‐4 and NFS scores were calculated according to published algorithms. Serum cytokeratin18‐Aspartate396 levels and liver stiffness (LS) by Fibroscan were assessed within three months from liver biopsy.
Results
The diagnostic accuracy of ION for the identification of NASH was not as satisfactory as reported (area under the ROC curve, AUROC = 0.687 [95% CI = 0.62‐0.75]). The proposed cut‐off value ≥50 showed a poor sensitivity (Se) (28%) and a good specificity (Sp) (92%), with a positive predictive value (PPV) of 91% and a negative predictive value (NPV) of 30%. A new cut‐off value >26 improved Se (73%) but decreased Sp (60%) (PPV of 84% and a NPV of 43%). ION performed slightly better in obese NAFLD (AUROC = 0.700). The combination of ION and markers of fibrosis did not improve the identification of advanced liver disease.
Conclusions
ION is not feasible for the non‐invasive diagnosis of NASH across different populations of NAFLD patients, mainly because its limited reproducibility in non‐obese subjects.</description><identifier>ISSN: 1478-3223</identifier><identifier>EISSN: 1478-3231</identifier><identifier>DOI: 10.1111/liv.13612</identifier><identifier>PMID: 29028281</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Adult ; Algorithms ; Biomarkers - blood ; Biopsy ; Data processing ; Diagnosis ; Diagnostic systems ; Elasticity Imaging Techniques ; Fatty liver ; Female ; Fibrosis ; Humans ; Italy ; Keratin-18 - blood ; Liver ; Liver - diagnostic imaging ; Liver - pathology ; Liver Cirrhosis - blood ; Liver Cirrhosis - diagnosis ; Liver Cirrhosis - pathology ; Liver diseases ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease - blood ; Non-alcoholic Fatty Liver Disease - diagnosis ; Non-alcoholic Fatty Liver Disease - pathology ; non‐invasive marker ; Patients ; Predictions ; Prospective Studies ; Reproducibility ; Reproducibility of Results ; ROC Curve ; Severity of Illness Index ; steatohepatitis ; Stiffness</subject><ispartof>Liver international, 2018-04, Vol.38 (4), p.715-723</ispartof><rights>2017 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd</rights><rights>2017 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.</rights><rights>2018 John Wiley & Sons A/S</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3882-d1009d2db7bbf8c3f705da4a1c6b231c98cd86bc4d1abc19c50a39acc62b3b5a3</citedby><cites>FETCH-LOGICAL-c3882-d1009d2db7bbf8c3f705da4a1c6b231c98cd86bc4d1abc19c50a39acc62b3b5a3</cites><orcidid>0000-0003-2302-5318 ; 0000-0002-0822-9673 ; 0000-0002-9224-1914</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fliv.13612$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fliv.13612$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27903,27904,45553,45554</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29028281$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Younes, Ramy</creatorcontrib><creatorcontrib>Rosso, Chiara</creatorcontrib><creatorcontrib>Petta, Salvatore</creatorcontrib><creatorcontrib>Cucco, Monica</creatorcontrib><creatorcontrib>Marietti, Milena</creatorcontrib><creatorcontrib>Caviglia, Gian Paolo</creatorcontrib><creatorcontrib>Ciancio, Alessia</creatorcontrib><creatorcontrib>Abate, Maria Lorena</creatorcontrib><creatorcontrib>Cammà, Carlo</creatorcontrib><creatorcontrib>Smedile, Antonina</creatorcontrib><creatorcontrib>Craxì, Antonio</creatorcontrib><creatorcontrib>Saracco, Giorgio Maria</creatorcontrib><creatorcontrib>Bugianesi, Elisabetta</creatorcontrib><title>Usefulness of the index of NASH – ION for the diagnosis of steatohepatitis in patients with non‐alcoholic fatty liver: An external validation study</title><title>Liver international</title><addtitle>Liver Int</addtitle><description>Background & Aims
The non‐invasive identification of steatohepatitis (NASH) in patients with Non‐Alcoholic Fatty Liver Disease is an unmet need in clinical practice. Index of NASH (ION) is a new tool for the prediction of NASH. We aimed to externally validate ION and to compare it with CK‐18. Since necroinflammation precedes fibrosis, we also tested ION in combination with non‐invasive tools for fibrosis.
Methods
We analysed data from 292 Italian patients (169 Southern cohort, and 123 Northern cohort) with an histological diagnosis of NAFLD. The ION, FIB‐4 and NFS scores were calculated according to published algorithms. Serum cytokeratin18‐Aspartate396 levels and liver stiffness (LS) by Fibroscan were assessed within three months from liver biopsy.
Results
The diagnostic accuracy of ION for the identification of NASH was not as satisfactory as reported (area under the ROC curve, AUROC = 0.687 [95% CI = 0.62‐0.75]). The proposed cut‐off value ≥50 showed a poor sensitivity (Se) (28%) and a good specificity (Sp) (92%), with a positive predictive value (PPV) of 91% and a negative predictive value (NPV) of 30%. A new cut‐off value >26 improved Se (73%) but decreased Sp (60%) (PPV of 84% and a NPV of 43%). ION performed slightly better in obese NAFLD (AUROC = 0.700). The combination of ION and markers of fibrosis did not improve the identification of advanced liver disease.
Conclusions
ION is not feasible for the non‐invasive diagnosis of NASH across different populations of NAFLD patients, mainly because its limited reproducibility in non‐obese subjects.</description><subject>Adult</subject><subject>Algorithms</subject><subject>Biomarkers - blood</subject><subject>Biopsy</subject><subject>Data processing</subject><subject>Diagnosis</subject><subject>Diagnostic systems</subject><subject>Elasticity Imaging Techniques</subject><subject>Fatty liver</subject><subject>Female</subject><subject>Fibrosis</subject><subject>Humans</subject><subject>Italy</subject><subject>Keratin-18 - blood</subject><subject>Liver</subject><subject>Liver - diagnostic imaging</subject><subject>Liver - pathology</subject><subject>Liver Cirrhosis - blood</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Cirrhosis - pathology</subject><subject>Liver diseases</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Non-alcoholic Fatty Liver Disease - blood</subject><subject>Non-alcoholic Fatty Liver Disease - diagnosis</subject><subject>Non-alcoholic Fatty Liver Disease - pathology</subject><subject>non‐invasive marker</subject><subject>Patients</subject><subject>Predictions</subject><subject>Prospective Studies</subject><subject>Reproducibility</subject><subject>Reproducibility of Results</subject><subject>ROC Curve</subject><subject>Severity of Illness Index</subject><subject>steatohepatitis</subject><subject>Stiffness</subject><issn>1478-3223</issn><issn>1478-3231</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kc1uEzEQxy0EoqVw4AWQJS5wSOuP7NrLLaqARoraA5Sr5Y9Z4sqxw9rbNrc-AhIH3q9PgpOUHpDwZcbj3_w1nj9Cryk5pvWcBH99THlL2RN0SKdCTjjj9OljzvgBepHzFSG06xr6HB2wjjDJJD1Evy8z9GOIkDNOPS5LwD46uN1ezmdfzvD93S88vzjHfRp2r87r7zFlv8NzAV3SEta6-FJLPuJtCrFkfOPLEscU7-9-6mDTMgVvca9L2eA6Lwwf8CxiuC0wRB3wtQ7e1dYUq-joNi_Rs16HDK8e4hG6_PTx6-nZZHHxeX46W0wsl5JNHCWkc8wZYUwvLe8FaZyeampbU3dgO2mdbI2dOqqNpZ1tiOadtrZlhptG8yP0bq-7HtKPEXJRK58thKAjpDErWhfWtEJ0oqJv_0Gv0rgdPitGqGgFkUJW6v2eskPKeYBerQe_0sNGUaK2bqn6e7Vzq7JvHhRHswL3SP61pwIne-DGB9j8X0kt5t_2kn8A_OKigg</recordid><startdate>201804</startdate><enddate>201804</enddate><creator>Younes, Ramy</creator><creator>Rosso, Chiara</creator><creator>Petta, Salvatore</creator><creator>Cucco, Monica</creator><creator>Marietti, Milena</creator><creator>Caviglia, Gian Paolo</creator><creator>Ciancio, Alessia</creator><creator>Abate, Maria Lorena</creator><creator>Cammà, Carlo</creator><creator>Smedile, Antonina</creator><creator>Craxì, Antonio</creator><creator>Saracco, Giorgio Maria</creator><creator>Bugianesi, Elisabetta</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>7QO</scope><scope>7T5</scope><scope>7U9</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2302-5318</orcidid><orcidid>https://orcid.org/0000-0002-0822-9673</orcidid><orcidid>https://orcid.org/0000-0002-9224-1914</orcidid></search><sort><creationdate>201804</creationdate><title>Usefulness of the index of NASH – ION for the diagnosis of steatohepatitis in patients with non‐alcoholic fatty liver: An external validation study</title><author>Younes, Ramy ; Rosso, Chiara ; Petta, Salvatore ; Cucco, Monica ; Marietti, Milena ; Caviglia, Gian Paolo ; Ciancio, Alessia ; Abate, Maria Lorena ; Cammà, Carlo ; Smedile, Antonina ; Craxì, Antonio ; Saracco, Giorgio Maria ; Bugianesi, Elisabetta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3882-d1009d2db7bbf8c3f705da4a1c6b231c98cd86bc4d1abc19c50a39acc62b3b5a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adult</topic><topic>Algorithms</topic><topic>Biomarkers - blood</topic><topic>Biopsy</topic><topic>Data processing</topic><topic>Diagnosis</topic><topic>Diagnostic systems</topic><topic>Elasticity Imaging Techniques</topic><topic>Fatty liver</topic><topic>Female</topic><topic>Fibrosis</topic><topic>Humans</topic><topic>Italy</topic><topic>Keratin-18 - blood</topic><topic>Liver</topic><topic>Liver - diagnostic imaging</topic><topic>Liver - pathology</topic><topic>Liver Cirrhosis - blood</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Cirrhosis - pathology</topic><topic>Liver diseases</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Non-alcoholic Fatty Liver Disease - blood</topic><topic>Non-alcoholic Fatty Liver Disease - diagnosis</topic><topic>Non-alcoholic Fatty Liver Disease - pathology</topic><topic>non‐invasive marker</topic><topic>Patients</topic><topic>Predictions</topic><topic>Prospective Studies</topic><topic>Reproducibility</topic><topic>Reproducibility of Results</topic><topic>ROC Curve</topic><topic>Severity of Illness Index</topic><topic>steatohepatitis</topic><topic>Stiffness</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Younes, Ramy</creatorcontrib><creatorcontrib>Rosso, Chiara</creatorcontrib><creatorcontrib>Petta, Salvatore</creatorcontrib><creatorcontrib>Cucco, Monica</creatorcontrib><creatorcontrib>Marietti, Milena</creatorcontrib><creatorcontrib>Caviglia, Gian Paolo</creatorcontrib><creatorcontrib>Ciancio, Alessia</creatorcontrib><creatorcontrib>Abate, Maria Lorena</creatorcontrib><creatorcontrib>Cammà, Carlo</creatorcontrib><creatorcontrib>Smedile, Antonina</creatorcontrib><creatorcontrib>Craxì, Antonio</creatorcontrib><creatorcontrib>Saracco, Giorgio Maria</creatorcontrib><creatorcontrib>Bugianesi, Elisabetta</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Immunology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Liver international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Younes, Ramy</au><au>Rosso, Chiara</au><au>Petta, Salvatore</au><au>Cucco, Monica</au><au>Marietti, Milena</au><au>Caviglia, Gian Paolo</au><au>Ciancio, Alessia</au><au>Abate, Maria Lorena</au><au>Cammà, Carlo</au><au>Smedile, Antonina</au><au>Craxì, Antonio</au><au>Saracco, Giorgio Maria</au><au>Bugianesi, Elisabetta</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Usefulness of the index of NASH – ION for the diagnosis of steatohepatitis in patients with non‐alcoholic fatty liver: An external validation study</atitle><jtitle>Liver international</jtitle><addtitle>Liver Int</addtitle><date>2018-04</date><risdate>2018</risdate><volume>38</volume><issue>4</issue><spage>715</spage><epage>723</epage><pages>715-723</pages><issn>1478-3223</issn><eissn>1478-3231</eissn><abstract>Background & Aims
The non‐invasive identification of steatohepatitis (NASH) in patients with Non‐Alcoholic Fatty Liver Disease is an unmet need in clinical practice. Index of NASH (ION) is a new tool for the prediction of NASH. We aimed to externally validate ION and to compare it with CK‐18. Since necroinflammation precedes fibrosis, we also tested ION in combination with non‐invasive tools for fibrosis.
Methods
We analysed data from 292 Italian patients (169 Southern cohort, and 123 Northern cohort) with an histological diagnosis of NAFLD. The ION, FIB‐4 and NFS scores were calculated according to published algorithms. Serum cytokeratin18‐Aspartate396 levels and liver stiffness (LS) by Fibroscan were assessed within three months from liver biopsy.
Results
The diagnostic accuracy of ION for the identification of NASH was not as satisfactory as reported (area under the ROC curve, AUROC = 0.687 [95% CI = 0.62‐0.75]). The proposed cut‐off value ≥50 showed a poor sensitivity (Se) (28%) and a good specificity (Sp) (92%), with a positive predictive value (PPV) of 91% and a negative predictive value (NPV) of 30%. A new cut‐off value >26 improved Se (73%) but decreased Sp (60%) (PPV of 84% and a NPV of 43%). ION performed slightly better in obese NAFLD (AUROC = 0.700). The combination of ION and markers of fibrosis did not improve the identification of advanced liver disease.
Conclusions
ION is not feasible for the non‐invasive diagnosis of NASH across different populations of NAFLD patients, mainly because its limited reproducibility in non‐obese subjects.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>29028281</pmid><doi>10.1111/liv.13612</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-2302-5318</orcidid><orcidid>https://orcid.org/0000-0002-0822-9673</orcidid><orcidid>https://orcid.org/0000-0002-9224-1914</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Algorithms Biomarkers - blood Biopsy Data processing Diagnosis Diagnostic systems Elasticity Imaging Techniques Fatty liver Female Fibrosis Humans Italy Keratin-18 - blood Liver Liver - diagnostic imaging Liver - pathology Liver Cirrhosis - blood Liver Cirrhosis - diagnosis Liver Cirrhosis - pathology Liver diseases Male Middle Aged Non-alcoholic Fatty Liver Disease - blood Non-alcoholic Fatty Liver Disease - diagnosis Non-alcoholic Fatty Liver Disease - pathology non‐invasive marker Patients Predictions Prospective Studies Reproducibility Reproducibility of Results ROC Curve Severity of Illness Index steatohepatitis Stiffness |
title | Usefulness of the index of NASH – ION for the diagnosis of steatohepatitis in patients with non‐alcoholic fatty liver: An external validation study |
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