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
Hauptverfasser: 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
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container_issue 4
container_start_page 715
container_title Liver international
container_volume 38
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
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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 &gt;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 &amp; Sons A/S. 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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 &gt;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. 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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 &amp; 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 &gt;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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source MEDLINE; Wiley Online Library Journals Frontfile Complete
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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