Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection
Background: Liver function is an important prognostic factor for patients with hepatocellular carcinoma. The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival...
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Veröffentlicht in: | Journal of Cancer 2019-01, Vol.10 (20), p.4836-4845 |
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description | Background: Liver function is an important prognostic factor for patients with hepatocellular carcinoma. The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival (OS) and disease-free survival (DFS) of hepatocellular carcinoma (HCC). Methods: The effect of combined of ALBI and GGT on HCC prognosis was investigated using univariate and multivariate Cox analyses. The nomogram for OS and DFS were developed, respectively, and their predictive ability was compared with other conventional staging systems, including the American Joint Commission on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC) and the Cancer of the Liver Italian Program (CLIP). Results: Combined ALBI and GGT was highly associated with OS (P< 0.001) and DFS (P< 0.001) of HCC patients treated with hepatic resection. In addition, the C-index of the OS (0.706±0.034) or DFS (0.674±0.032) nomogram in the training cohort was larger than AJCC, BCLC and CLIP. The Akaike information criterion (AICs) of the OS (2178.405) or DFS (2961.018) nomogram in the training cohort was smaller than above staging systems. The results suggested that the OS or DFS nomogram was the most powerful model to predict HCC prognosis. The similar trend was observed in the validation cohort. Conclusion: The novel nomogram integrating ALBI and GGT was highly associated with OS and DFS of postoperative HCC patients. |
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The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival (OS) and disease-free survival (DFS) of hepatocellular carcinoma (HCC). Methods: The effect of combined of ALBI and GGT on HCC prognosis was investigated using univariate and multivariate Cox analyses. The nomogram for OS and DFS were developed, respectively, and their predictive ability was compared with other conventional staging systems, including the American Joint Commission on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC) and the Cancer of the Liver Italian Program (CLIP). Results: Combined ALBI and GGT was highly associated with OS (P< 0.001) and DFS (P< 0.001) of HCC patients treated with hepatic resection. In addition, the C-index of the OS (0.706±0.034) or DFS (0.674±0.032) nomogram in the training cohort was larger than AJCC, BCLC and CLIP. The Akaike information criterion (AICs) of the OS (2178.405) or DFS (2961.018) nomogram in the training cohort was smaller than above staging systems. The results suggested that the OS or DFS nomogram was the most powerful model to predict HCC prognosis. The similar trend was observed in the validation cohort. Conclusion: The novel nomogram integrating ALBI and GGT was highly associated with OS and DFS of postoperative HCC patients.</description><identifier>ISSN: 1837-9664</identifier><identifier>EISSN: 1837-9664</identifier><identifier>DOI: 10.7150/jca.33877</identifier><identifier>PMID: 31598154</identifier><language>eng</language><publisher>Wyoming: Ivyspring International Publisher Pty Ltd</publisher><subject>Gender ; Hepatitis ; Laboratories ; Liver cancer ; Medical prognosis ; Metastasis ; Nomograms ; Patients ; Research Paper ; Software ; Surgery ; Variables</subject><ispartof>Journal of Cancer, 2019-01, Vol.10 (20), p.4836-4845</ispartof><rights>2019. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The author(s) 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c380t-f40757a00088d5c68d54504c41c4ffc3cb5c980e19384024a73894654feb55923</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6775507/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6775507/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids></links><search><creatorcontrib>Zhang, Chi-Hao</creatorcontrib><creatorcontrib>Ni, Xiao-Chun</creatorcontrib><creatorcontrib>Chen, Bi-Yin</creatorcontrib><creatorcontrib>Qiu, Shuang-Jian</creatorcontrib><creatorcontrib>Zhu, Yi-Ming</creatorcontrib><creatorcontrib>Luo, Meng</creatorcontrib><title>Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection</title><title>Journal of Cancer</title><description>Background: Liver function is an important prognostic factor for patients with hepatocellular carcinoma. The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival (OS) and disease-free survival (DFS) of hepatocellular carcinoma (HCC). Methods: The effect of combined of ALBI and GGT on HCC prognosis was investigated using univariate and multivariate Cox analyses. The nomogram for OS and DFS were developed, respectively, and their predictive ability was compared with other conventional staging systems, including the American Joint Commission on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC) and the Cancer of the Liver Italian Program (CLIP). Results: Combined ALBI and GGT was highly associated with OS (P< 0.001) and DFS (P< 0.001) of HCC patients treated with hepatic resection. In addition, the C-index of the OS (0.706±0.034) or DFS (0.674±0.032) nomogram in the training cohort was larger than AJCC, BCLC and CLIP. The Akaike information criterion (AICs) of the OS (2178.405) or DFS (2961.018) nomogram in the training cohort was smaller than above staging systems. The results suggested that the OS or DFS nomogram was the most powerful model to predict HCC prognosis. The similar trend was observed in the validation cohort. Conclusion: The novel nomogram integrating ALBI and GGT was highly associated with OS and DFS of postoperative HCC patients.</description><subject>Gender</subject><subject>Hepatitis</subject><subject>Laboratories</subject><subject>Liver cancer</subject><subject>Medical prognosis</subject><subject>Metastasis</subject><subject>Nomograms</subject><subject>Patients</subject><subject>Research Paper</subject><subject>Software</subject><subject>Surgery</subject><subject>Variables</subject><issn>1837-9664</issn><issn>1837-9664</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpdks1u1DAUhSMEolXpgjewxGZmkeLEduxskMoIhkojsSlry3FuZjxy7OCfoj4VC96DZ8LDVAjwwteyv3t0j3yq6nWDb3jD8NujVjeECM6fVZeNILzuu44-_-t8UV3HeMRlkb7llLysLkjDetEwell93_h5MA5GtATwCwSVzAMgZYc8G1cPxpqQC4BWt7v3d2uk3IgihDyjnz_qvc1JzY8WpaBcXGBJZlQR0Gq7vV-fBEejU0TpAMjnpP1c6oQOsKjkNVibrQpIq6CN87NC5dqAKw2Tt9Z_M25_Zo1GASLoZLx7Vb2YlI1w_VSvqi8fP9xvPtW7z9u7ze2u1kTgVE8Uc8ZV8SzEyHRXNsow1bTRdJo00QPTvcDQ9ERQ3FLFiehpx-gEA2N9S66qd2fdJQ8zjLrMFZSVSzCzCo_SKyP_fXHmIPf-QXacM4Z5EVg9CQT_NUNMcjbxZFo58DnKlmDCadf0XUHf_IcefQ6u2JNt-SfCe8FwodZnSgcfY4DpzzANlqckyJIE-TsJ5BeujqjT</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>Zhang, Chi-Hao</creator><creator>Ni, Xiao-Chun</creator><creator>Chen, Bi-Yin</creator><creator>Qiu, Shuang-Jian</creator><creator>Zhu, Yi-Ming</creator><creator>Luo, Meng</creator><general>Ivyspring International Publisher Pty Ltd</general><general>Ivyspring International Publisher</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20190101</creationdate><title>Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection</title><author>Zhang, Chi-Hao ; Ni, Xiao-Chun ; Chen, Bi-Yin ; Qiu, Shuang-Jian ; Zhu, Yi-Ming ; Luo, Meng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c380t-f40757a00088d5c68d54504c41c4ffc3cb5c980e19384024a73894654feb55923</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Gender</topic><topic>Hepatitis</topic><topic>Laboratories</topic><topic>Liver cancer</topic><topic>Medical prognosis</topic><topic>Metastasis</topic><topic>Nomograms</topic><topic>Patients</topic><topic>Research Paper</topic><topic>Software</topic><topic>Surgery</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Chi-Hao</creatorcontrib><creatorcontrib>Ni, Xiao-Chun</creatorcontrib><creatorcontrib>Chen, Bi-Yin</creatorcontrib><creatorcontrib>Qiu, Shuang-Jian</creatorcontrib><creatorcontrib>Zhu, Yi-Ming</creatorcontrib><creatorcontrib>Luo, Meng</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</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 Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</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>Publicly Available Content 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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of Cancer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Chi-Hao</au><au>Ni, Xiao-Chun</au><au>Chen, Bi-Yin</au><au>Qiu, Shuang-Jian</au><au>Zhu, Yi-Ming</au><au>Luo, Meng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection</atitle><jtitle>Journal of Cancer</jtitle><date>2019-01-01</date><risdate>2019</risdate><volume>10</volume><issue>20</issue><spage>4836</spage><epage>4845</epage><pages>4836-4845</pages><issn>1837-9664</issn><eissn>1837-9664</eissn><abstract>Background: Liver function is an important prognostic factor for patients with hepatocellular carcinoma. The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival (OS) and disease-free survival (DFS) of hepatocellular carcinoma (HCC). Methods: The effect of combined of ALBI and GGT on HCC prognosis was investigated using univariate and multivariate Cox analyses. The nomogram for OS and DFS were developed, respectively, and their predictive ability was compared with other conventional staging systems, including the American Joint Commission on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC) and the Cancer of the Liver Italian Program (CLIP). Results: Combined ALBI and GGT was highly associated with OS (P< 0.001) and DFS (P< 0.001) of HCC patients treated with hepatic resection. In addition, the C-index of the OS (0.706±0.034) or DFS (0.674±0.032) nomogram in the training cohort was larger than AJCC, BCLC and CLIP. The Akaike information criterion (AICs) of the OS (2178.405) or DFS (2961.018) nomogram in the training cohort was smaller than above staging systems. The results suggested that the OS or DFS nomogram was the most powerful model to predict HCC prognosis. The similar trend was observed in the validation cohort. Conclusion: The novel nomogram integrating ALBI and GGT was highly associated with OS and DFS of postoperative HCC patients.</abstract><cop>Wyoming</cop><pub>Ivyspring International Publisher Pty Ltd</pub><pmid>31598154</pmid><doi>10.7150/jca.33877</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Gender Hepatitis Laboratories Liver cancer Medical prognosis Metastasis Nomograms Patients Research Paper Software Surgery Variables |
title | Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection |
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