GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis
Background and Aims Most patients with HCC are diagnosed at a late stage, highlighting the need for more accurate surveillance tests. Although biomarkers for HCC early detection have promising data in Phase 2 case–control studies, evaluation in cohort studies is critical prior to adoption in practic...
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creator | Singal, Amit G. Tayob, Nabihah Mehta, Anand Marrero, Jorge A. El‐Serag, Hashem Jin, Qingchun Saenz de Viteri, Cristian Fobar, Austin Parikh, Neehar D. |
description | Background and Aims
Most patients with HCC are diagnosed at a late stage, highlighting the need for more accurate surveillance tests. Although biomarkers for HCC early detection have promising data in Phase 2 case–control studies, evaluation in cohort studies is critical prior to adoption in practice. We leveraged a prospective cohort of patients with Child‐Pugh A or B cirrhosis who were followed until incident HCC, liver transplantation, death, or loss to follow‐up. We used a prospective specimen collection, retrospective, blinded evaluation design for biomarker evaluation of GALAD (gender × age × log alpha‐fetoprotein [AFP] × des‐gamma‐carboxy prothrombin), longitudinal GALAD, and the HCC Early Detection Screening (HES) algorithm—compared to AFP—using patient‐level sensitivity and screening‐level specificity.
Approach and Results
Of 397 patients with cirrhosis, 42 developed HCC (57.1% early stage) over a median of 2.0 years. Longitudinal GALAD had the highest c‐statistic for HCC detection (0.85; 95% CI, 0.77–0.92) compared to single–time point GALAD (0.79; 95% CI, 0.71–0.87), AFP (0.77; 95% CI, 0.69–0.85), and HES (0.76; 95% CI, 0.67–0.83). When specificity was fixed at 90%, the sensitivity for HCC of single–time point and longitudinal GALAD was 54.8% and 66.7%, respectively, compared to 40.5% for AFP. Sensitivity for HCC detection was higher when restricted to patients with biomarker assessment within 6 months prior to HCC diagnosis, with the highest sensitivities observed for single–time point GALAD (72.0%) and longitudinal GALAD (64.0%), respectively. Sensitivity of single–time point and longitudinal GALAD for early‐stage HCC was 53.8% and 69.2%, respectively.
Conclusion
GALAD demonstrated high sensitivity for HCC detection in a cohort of patients with cirrhosis. Validation of these results is warranted in large Phase 3 data sets. |
doi_str_mv | 10.1002/hep.32185 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8844059</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2628292361</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4435-701a25f2f63c6a16a1db7a0e4cd73aa7dfc1cde8befd0426dca9dd1efa01524f3</originalsourceid><addsrcrecordid>eNp1kc9rFDEYhoModq0e_Ack4EUP035J5kfmIixr7QoLetBzyCZfOimzkzXJbNn_3tStRQUh8B3y8PC-vIS8ZnDBAPjlgPsLwZlsnpAFa3hXCdHAU7IA3kHVM9GfkRcp3QJAX3P5nJyJumWyF3xB1PVys_xILe7ClHLUGRMd_M1AE07JZ3_w-UhdiHS9WtE0xwP6cdSTQeonqqkJQ4iZBkf3OnuccqJ3Pg_U-BiHkHx6SZ45PSZ89XDPyfdPV99W62rz5frzarmpTF2LpuqAad447lphWs3Ks9tOA9bGdkLrzjrDjEW5RWeh5q01ureWodNQCtdOnJMPJ-9-3u7QmhIl6lHto9_peFRBe_X3z-QHdRMOSsq6hqYvgncPghh-zJiy2vlk8L4shjkp3kho-xYkFPTtP-htmONU6inecsl7LlpWqPcnysSQUkT3GIaBup9NldnUr9kK--bP9I_k750KcHkC7vyIx_-b1Prq60n5E0eko7U</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2628292361</pqid></control><display><type>article</type><title>GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis</title><source>MEDLINE</source><source>Wiley Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Singal, Amit G. ; Tayob, Nabihah ; Mehta, Anand ; Marrero, Jorge A. ; El‐Serag, Hashem ; Jin, Qingchun ; Saenz de Viteri, Cristian ; Fobar, Austin ; Parikh, Neehar D.</creator><creatorcontrib>Singal, Amit G. ; Tayob, Nabihah ; Mehta, Anand ; Marrero, Jorge A. ; El‐Serag, Hashem ; Jin, Qingchun ; Saenz de Viteri, Cristian ; Fobar, Austin ; Parikh, Neehar D.</creatorcontrib><description>Background and Aims
Most patients with HCC are diagnosed at a late stage, highlighting the need for more accurate surveillance tests. Although biomarkers for HCC early detection have promising data in Phase 2 case–control studies, evaluation in cohort studies is critical prior to adoption in practice. We leveraged a prospective cohort of patients with Child‐Pugh A or B cirrhosis who were followed until incident HCC, liver transplantation, death, or loss to follow‐up. We used a prospective specimen collection, retrospective, blinded evaluation design for biomarker evaluation of GALAD (gender × age × log alpha‐fetoprotein [AFP] × des‐gamma‐carboxy prothrombin), longitudinal GALAD, and the HCC Early Detection Screening (HES) algorithm—compared to AFP—using patient‐level sensitivity and screening‐level specificity.
Approach and Results
Of 397 patients with cirrhosis, 42 developed HCC (57.1% early stage) over a median of 2.0 years. Longitudinal GALAD had the highest c‐statistic for HCC detection (0.85; 95% CI, 0.77–0.92) compared to single–time point GALAD (0.79; 95% CI, 0.71–0.87), AFP (0.77; 95% CI, 0.69–0.85), and HES (0.76; 95% CI, 0.67–0.83). When specificity was fixed at 90%, the sensitivity for HCC of single–time point and longitudinal GALAD was 54.8% and 66.7%, respectively, compared to 40.5% for AFP. Sensitivity for HCC detection was higher when restricted to patients with biomarker assessment within 6 months prior to HCC diagnosis, with the highest sensitivities observed for single–time point GALAD (72.0%) and longitudinal GALAD (64.0%), respectively. Sensitivity of single–time point and longitudinal GALAD for early‐stage HCC was 53.8% and 69.2%, respectively.
Conclusion
GALAD demonstrated high sensitivity for HCC detection in a cohort of patients with cirrhosis. Validation of these results is warranted in large Phase 3 data sets.</description><identifier>ISSN: 0270-9139</identifier><identifier>EISSN: 1527-3350</identifier><identifier>DOI: 10.1002/hep.32185</identifier><identifier>PMID: 34618932</identifier><language>eng</language><publisher>United States: Wolters Kluwer Health, Inc</publisher><subject>alpha-Fetoproteins - analysis ; Biomarkers ; Biomarkers - blood ; Biomarkers, Tumor - analysis ; Carcinoma, Hepatocellular - diagnosis ; Carcinoma, Hepatocellular - etiology ; Carcinoma, Hepatocellular - mortality ; Carcinoma, Hepatocellular - surgery ; Cirrhosis ; Early Detection of Cancer - methods ; Female ; Hepatology ; Humans ; Liver cirrhosis ; Liver Cirrhosis - blood ; Liver Cirrhosis - complications ; Liver Cirrhosis - diagnosis ; Liver Neoplasms - diagnosis ; Liver Neoplasms - etiology ; Liver Neoplasms - mortality ; Liver Neoplasms - surgery ; Liver transplantation ; Longitudinal Studies ; Male ; Middle Aged ; Neoplasm Staging ; Predictive Value of Tests ; Protein Precursors - blood ; Prothrombin ; Sensitivity and Specificity ; Surveillance ; United States</subject><ispartof>Hepatology (Baltimore, Md.), 2022-03, Vol.75 (3), p.541-549</ispartof><rights>2021 American Association for the Study of Liver Diseases.</rights><rights>2022 by the American Association for the Study of Liver Diseases.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4435-701a25f2f63c6a16a1db7a0e4cd73aa7dfc1cde8befd0426dca9dd1efa01524f3</citedby><cites>FETCH-LOGICAL-c4435-701a25f2f63c6a16a1db7a0e4cd73aa7dfc1cde8befd0426dca9dd1efa01524f3</cites><orcidid>0000-0002-5874-9933 ; 0000-0002-1172-3971</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fhep.32185$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fhep.32185$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34618932$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Singal, Amit G.</creatorcontrib><creatorcontrib>Tayob, Nabihah</creatorcontrib><creatorcontrib>Mehta, Anand</creatorcontrib><creatorcontrib>Marrero, Jorge A.</creatorcontrib><creatorcontrib>El‐Serag, Hashem</creatorcontrib><creatorcontrib>Jin, Qingchun</creatorcontrib><creatorcontrib>Saenz de Viteri, Cristian</creatorcontrib><creatorcontrib>Fobar, Austin</creatorcontrib><creatorcontrib>Parikh, Neehar D.</creatorcontrib><title>GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis</title><title>Hepatology (Baltimore, Md.)</title><addtitle>Hepatology</addtitle><description>Background and Aims
Most patients with HCC are diagnosed at a late stage, highlighting the need for more accurate surveillance tests. Although biomarkers for HCC early detection have promising data in Phase 2 case–control studies, evaluation in cohort studies is critical prior to adoption in practice. We leveraged a prospective cohort of patients with Child‐Pugh A or B cirrhosis who were followed until incident HCC, liver transplantation, death, or loss to follow‐up. We used a prospective specimen collection, retrospective, blinded evaluation design for biomarker evaluation of GALAD (gender × age × log alpha‐fetoprotein [AFP] × des‐gamma‐carboxy prothrombin), longitudinal GALAD, and the HCC Early Detection Screening (HES) algorithm—compared to AFP—using patient‐level sensitivity and screening‐level specificity.
Approach and Results
Of 397 patients with cirrhosis, 42 developed HCC (57.1% early stage) over a median of 2.0 years. Longitudinal GALAD had the highest c‐statistic for HCC detection (0.85; 95% CI, 0.77–0.92) compared to single–time point GALAD (0.79; 95% CI, 0.71–0.87), AFP (0.77; 95% CI, 0.69–0.85), and HES (0.76; 95% CI, 0.67–0.83). When specificity was fixed at 90%, the sensitivity for HCC of single–time point and longitudinal GALAD was 54.8% and 66.7%, respectively, compared to 40.5% for AFP. Sensitivity for HCC detection was higher when restricted to patients with biomarker assessment within 6 months prior to HCC diagnosis, with the highest sensitivities observed for single–time point GALAD (72.0%) and longitudinal GALAD (64.0%), respectively. Sensitivity of single–time point and longitudinal GALAD for early‐stage HCC was 53.8% and 69.2%, respectively.
Conclusion
GALAD demonstrated high sensitivity for HCC detection in a cohort of patients with cirrhosis. Validation of these results is warranted in large Phase 3 data sets.</description><subject>alpha-Fetoproteins - analysis</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Biomarkers, Tumor - analysis</subject><subject>Carcinoma, Hepatocellular - diagnosis</subject><subject>Carcinoma, Hepatocellular - etiology</subject><subject>Carcinoma, Hepatocellular - mortality</subject><subject>Carcinoma, Hepatocellular - surgery</subject><subject>Cirrhosis</subject><subject>Early Detection of Cancer - methods</subject><subject>Female</subject><subject>Hepatology</subject><subject>Humans</subject><subject>Liver cirrhosis</subject><subject>Liver Cirrhosis - blood</subject><subject>Liver Cirrhosis - complications</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Neoplasms - diagnosis</subject><subject>Liver Neoplasms - etiology</subject><subject>Liver Neoplasms - mortality</subject><subject>Liver Neoplasms - surgery</subject><subject>Liver transplantation</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neoplasm Staging</subject><subject>Predictive Value of Tests</subject><subject>Protein Precursors - blood</subject><subject>Prothrombin</subject><subject>Sensitivity and Specificity</subject><subject>Surveillance</subject><subject>United States</subject><issn>0270-9139</issn><issn>1527-3350</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kc9rFDEYhoModq0e_Ack4EUP035J5kfmIixr7QoLetBzyCZfOimzkzXJbNn_3tStRQUh8B3y8PC-vIS8ZnDBAPjlgPsLwZlsnpAFa3hXCdHAU7IA3kHVM9GfkRcp3QJAX3P5nJyJumWyF3xB1PVys_xILe7ClHLUGRMd_M1AE07JZ3_w-UhdiHS9WtE0xwP6cdSTQeonqqkJQ4iZBkf3OnuccqJ3Pg_U-BiHkHx6SZ45PSZ89XDPyfdPV99W62rz5frzarmpTF2LpuqAad447lphWs3Ks9tOA9bGdkLrzjrDjEW5RWeh5q01ureWodNQCtdOnJMPJ-9-3u7QmhIl6lHto9_peFRBe_X3z-QHdRMOSsq6hqYvgncPghh-zJiy2vlk8L4shjkp3kho-xYkFPTtP-htmONU6inecsl7LlpWqPcnysSQUkT3GIaBup9NldnUr9kK--bP9I_k750KcHkC7vyIx_-b1Prq60n5E0eko7U</recordid><startdate>202203</startdate><enddate>202203</enddate><creator>Singal, Amit G.</creator><creator>Tayob, Nabihah</creator><creator>Mehta, Anand</creator><creator>Marrero, Jorge A.</creator><creator>El‐Serag, Hashem</creator><creator>Jin, Qingchun</creator><creator>Saenz de Viteri, Cristian</creator><creator>Fobar, Austin</creator><creator>Parikh, Neehar D.</creator><general>Wolters Kluwer Health, 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>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5874-9933</orcidid><orcidid>https://orcid.org/0000-0002-1172-3971</orcidid></search><sort><creationdate>202203</creationdate><title>GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis</title><author>Singal, Amit G. ; Tayob, Nabihah ; Mehta, Anand ; Marrero, Jorge A. ; El‐Serag, Hashem ; Jin, Qingchun ; Saenz de Viteri, Cristian ; Fobar, Austin ; Parikh, Neehar D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4435-701a25f2f63c6a16a1db7a0e4cd73aa7dfc1cde8befd0426dca9dd1efa01524f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>alpha-Fetoproteins - analysis</topic><topic>Biomarkers</topic><topic>Biomarkers - blood</topic><topic>Biomarkers, Tumor - analysis</topic><topic>Carcinoma, Hepatocellular - diagnosis</topic><topic>Carcinoma, Hepatocellular - etiology</topic><topic>Carcinoma, Hepatocellular - mortality</topic><topic>Carcinoma, Hepatocellular - surgery</topic><topic>Cirrhosis</topic><topic>Early Detection of Cancer - methods</topic><topic>Female</topic><topic>Hepatology</topic><topic>Humans</topic><topic>Liver cirrhosis</topic><topic>Liver Cirrhosis - blood</topic><topic>Liver Cirrhosis - complications</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Neoplasms - diagnosis</topic><topic>Liver Neoplasms - etiology</topic><topic>Liver Neoplasms - mortality</topic><topic>Liver Neoplasms - surgery</topic><topic>Liver transplantation</topic><topic>Longitudinal Studies</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neoplasm Staging</topic><topic>Predictive Value of Tests</topic><topic>Protein Precursors - blood</topic><topic>Prothrombin</topic><topic>Sensitivity and Specificity</topic><topic>Surveillance</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Singal, Amit G.</creatorcontrib><creatorcontrib>Tayob, Nabihah</creatorcontrib><creatorcontrib>Mehta, Anand</creatorcontrib><creatorcontrib>Marrero, Jorge A.</creatorcontrib><creatorcontrib>El‐Serag, Hashem</creatorcontrib><creatorcontrib>Jin, Qingchun</creatorcontrib><creatorcontrib>Saenz de Viteri, Cristian</creatorcontrib><creatorcontrib>Fobar, Austin</creatorcontrib><creatorcontrib>Parikh, Neehar D.</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>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Hepatology (Baltimore, Md.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Singal, Amit G.</au><au>Tayob, Nabihah</au><au>Mehta, Anand</au><au>Marrero, Jorge A.</au><au>El‐Serag, Hashem</au><au>Jin, Qingchun</au><au>Saenz de Viteri, Cristian</au><au>Fobar, Austin</au><au>Parikh, Neehar D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis</atitle><jtitle>Hepatology (Baltimore, Md.)</jtitle><addtitle>Hepatology</addtitle><date>2022-03</date><risdate>2022</risdate><volume>75</volume><issue>3</issue><spage>541</spage><epage>549</epage><pages>541-549</pages><issn>0270-9139</issn><eissn>1527-3350</eissn><abstract>Background and Aims
Most patients with HCC are diagnosed at a late stage, highlighting the need for more accurate surveillance tests. Although biomarkers for HCC early detection have promising data in Phase 2 case–control studies, evaluation in cohort studies is critical prior to adoption in practice. We leveraged a prospective cohort of patients with Child‐Pugh A or B cirrhosis who were followed until incident HCC, liver transplantation, death, or loss to follow‐up. We used a prospective specimen collection, retrospective, blinded evaluation design for biomarker evaluation of GALAD (gender × age × log alpha‐fetoprotein [AFP] × des‐gamma‐carboxy prothrombin), longitudinal GALAD, and the HCC Early Detection Screening (HES) algorithm—compared to AFP—using patient‐level sensitivity and screening‐level specificity.
Approach and Results
Of 397 patients with cirrhosis, 42 developed HCC (57.1% early stage) over a median of 2.0 years. Longitudinal GALAD had the highest c‐statistic for HCC detection (0.85; 95% CI, 0.77–0.92) compared to single–time point GALAD (0.79; 95% CI, 0.71–0.87), AFP (0.77; 95% CI, 0.69–0.85), and HES (0.76; 95% CI, 0.67–0.83). When specificity was fixed at 90%, the sensitivity for HCC of single–time point and longitudinal GALAD was 54.8% and 66.7%, respectively, compared to 40.5% for AFP. Sensitivity for HCC detection was higher when restricted to patients with biomarker assessment within 6 months prior to HCC diagnosis, with the highest sensitivities observed for single–time point GALAD (72.0%) and longitudinal GALAD (64.0%), respectively. Sensitivity of single–time point and longitudinal GALAD for early‐stage HCC was 53.8% and 69.2%, respectively.
Conclusion
GALAD demonstrated high sensitivity for HCC detection in a cohort of patients with cirrhosis. Validation of these results is warranted in large Phase 3 data sets.</abstract><cop>United States</cop><pub>Wolters Kluwer Health, Inc</pub><pmid>34618932</pmid><doi>10.1002/hep.32185</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-5874-9933</orcidid><orcidid>https://orcid.org/0000-0002-1172-3971</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | alpha-Fetoproteins - analysis Biomarkers Biomarkers - blood Biomarkers, Tumor - analysis Carcinoma, Hepatocellular - diagnosis Carcinoma, Hepatocellular - etiology Carcinoma, Hepatocellular - mortality Carcinoma, Hepatocellular - surgery Cirrhosis Early Detection of Cancer - methods Female Hepatology Humans Liver cirrhosis Liver Cirrhosis - blood Liver Cirrhosis - complications Liver Cirrhosis - diagnosis Liver Neoplasms - diagnosis Liver Neoplasms - etiology Liver Neoplasms - mortality Liver Neoplasms - surgery Liver transplantation Longitudinal Studies Male Middle Aged Neoplasm Staging Predictive Value of Tests Protein Precursors - blood Prothrombin Sensitivity and Specificity Surveillance United States |
title | GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis |
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