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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Hepatology (Baltimore, Md.) Md.), 2022-03, Vol.75 (3), p.541-549
Hauptverfasser: Singal, Amit G., Tayob, Nabihah, Mehta, Anand, Marrero, Jorge A., El‐Serag, Hashem, Jin, Qingchun, Saenz de Viteri, Cristian, Fobar, Austin, Parikh, Neehar D.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 549
container_issue 3
container_start_page 541
container_title Hepatology (Baltimore, Md.)
container_volume 75
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 &amp; 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>
fulltext fulltext
identifier ISSN: 0270-9139
ispartof Hepatology (Baltimore, Md.), 2022-03, Vol.75 (3), p.541-549
issn 0270-9139
1527-3350
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8844059
source MEDLINE; Wiley Journals; EZB-FREE-00999 freely available EZB journals
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T07%3A39%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=GALAD%20demonstrates%20high%20sensitivity%20for%20HCC%20surveillance%20in%20a%20cohort%20of%20patients%20with%20cirrhosis&rft.jtitle=Hepatology%20(Baltimore,%20Md.)&rft.au=Singal,%20Amit%20G.&rft.date=2022-03&rft.volume=75&rft.issue=3&rft.spage=541&rft.epage=549&rft.pages=541-549&rft.issn=0270-9139&rft.eissn=1527-3350&rft_id=info:doi/10.1002/hep.32185&rft_dat=%3Cproquest_pubme%3E2628292361%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2628292361&rft_id=info:pmid/34618932&rfr_iscdi=true