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Sociodemographic Characteristics as Predictors of Outcomes in Hepatocellular Carcinoma: A Retrospective Cohort Study

Background: Race, gender, insurance status, and income play important roles in predicting health care outcomes. However, the impact of these factors has yet to be fully elucidated in the setting of hepatocellular carcinoma (HCC). Methods: We designed a retrospective cohort study utilizing data from...

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Published in:Cancer control 2020-01, Vol.27 (1), p.1073274820956615-1073274820956615
Main Authors: Beutler, Bryce D., Ulanja, Mark B., Krishan, Rohee, Aluru, Vijay, Ndukwu, Munachismo L., Hagen, Molly M., Dupin, Zachary D., Willyard, Charles E., Moody, Alastair E., Boampong-Konam, Killian, Zell, Steven C.
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container_title Cancer control
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creator Beutler, Bryce D.
Ulanja, Mark B.
Krishan, Rohee
Aluru, Vijay
Ndukwu, Munachismo L.
Hagen, Molly M.
Dupin, Zachary D.
Willyard, Charles E.
Moody, Alastair E.
Boampong-Konam, Killian
Zell, Steven C.
description Background: Race, gender, insurance status, and income play important roles in predicting health care outcomes. However, the impact of these factors has yet to be fully elucidated in the setting of hepatocellular carcinoma (HCC). Methods: We designed a retrospective cohort study utilizing data from the Surveillance, Epidemiology, and End Results (SEER) program to identify patients diagnosed with resectable HCC (N = 28,518). Demographic factors of interest included race (Asian/Pacific Islander [API], African American [AA], Native American/Alaska Native [NA], or White [WH]) and gender (male [M] or female [F]). Insurance classifications included those having Medicare/Private Insurance [ME/PI], Medicaid [MAID], or No Insurance [NI]. Median household income was estimated for all diagnosed with HCC. Endpoints included: (1) overall survival; (2) likelihood of receiving a recommendation for surgery; and (3) specific surgical intervention performed. Multivariate multinomial logistic regression for relative risk ratio (RRR) and Cox regression models were used to identify pertinent associations. Results: Race, gender, insurance status, and income had statistically significant effects on the likelihood of surgical recommendation and overall survival. API were more likely to receive a recommendation for hepatic resection (RRR = 1.45; 95% CI: 1.31-1.61; Reference Race: AA) and exhibited prolonged overall survival (HR = 0.77; 95% CI: 0.73-0.82; Reference Race: AA) as compared to members of any other ethnic group; there was no difference in these endpoints between AA, NA, or WH individuals. Gender also had a significant effect on survival: Females exhibited superior overall survival (HR = 0.89; 95% CI: 0.85-0.93; Reference Gender: M) as compared to males. Patients who had ME/PI were more likely than those with MAID or NI to receive a surgical recommendation. ME/PI was also associated with superior overall survival. Conclusions: Race, gender, insurance status, and income have measurable effects on HCC management and outcomes. The underlying causes of these disparities warrant further investigation.
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However, the impact of these factors has yet to be fully elucidated in the setting of hepatocellular carcinoma (HCC). Methods: We designed a retrospective cohort study utilizing data from the Surveillance, Epidemiology, and End Results (SEER) program to identify patients diagnosed with resectable HCC (N = 28,518). Demographic factors of interest included race (Asian/Pacific Islander [API], African American [AA], Native American/Alaska Native [NA], or White [WH]) and gender (male [M] or female [F]). Insurance classifications included those having Medicare/Private Insurance [ME/PI], Medicaid [MAID], or No Insurance [NI]. Median household income was estimated for all diagnosed with HCC. Endpoints included: (1) overall survival; (2) likelihood of receiving a recommendation for surgery; and (3) specific surgical intervention performed. Multivariate multinomial logistic regression for relative risk ratio (RRR) and Cox regression models were used to identify pertinent associations. Results: Race, gender, insurance status, and income had statistically significant effects on the likelihood of surgical recommendation and overall survival. API were more likely to receive a recommendation for hepatic resection (RRR = 1.45; 95% CI: 1.31-1.61; Reference Race: AA) and exhibited prolonged overall survival (HR = 0.77; 95% CI: 0.73-0.82; Reference Race: AA) as compared to members of any other ethnic group; there was no difference in these endpoints between AA, NA, or WH individuals. Gender also had a significant effect on survival: Females exhibited superior overall survival (HR = 0.89; 95% CI: 0.85-0.93; Reference Gender: M) as compared to males. Patients who had ME/PI were more likely than those with MAID or NI to receive a surgical recommendation. ME/PI was also associated with superior overall survival. Conclusions: Race, gender, insurance status, and income have measurable effects on HCC management and outcomes. 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This work is licensed under the Creative Commons Attribution – Non-Commercial License https://creativecommons.org/licenses/by-nc/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) 2020 2020 SAGE Publications Inc, unless otherwise noted. Manuscript content on this site is licensed under Creative Common Licences</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c528t-7ddebea442e3a880c81cb9ea25a40cfe068b2bce715d6a8a53b6cb4b05b99d433</citedby><cites>FETCH-LOGICAL-c528t-7ddebea442e3a880c81cb9ea25a40cfe068b2bce715d6a8a53b6cb4b05b99d433</cites><orcidid>0000-0002-5071-1826</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7791478/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2473732583?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,21966,25753,27853,27924,27925,37012,37013,44590,44945,45333,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32951450$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Beutler, Bryce D.</creatorcontrib><creatorcontrib>Ulanja, Mark B.</creatorcontrib><creatorcontrib>Krishan, Rohee</creatorcontrib><creatorcontrib>Aluru, Vijay</creatorcontrib><creatorcontrib>Ndukwu, Munachismo L.</creatorcontrib><creatorcontrib>Hagen, Molly M.</creatorcontrib><creatorcontrib>Dupin, Zachary D.</creatorcontrib><creatorcontrib>Willyard, Charles E.</creatorcontrib><creatorcontrib>Moody, Alastair E.</creatorcontrib><creatorcontrib>Boampong-Konam, Killian</creatorcontrib><creatorcontrib>Zell, Steven C.</creatorcontrib><title>Sociodemographic Characteristics as Predictors of Outcomes in Hepatocellular Carcinoma: A Retrospective Cohort Study</title><title>Cancer control</title><addtitle>Cancer Control</addtitle><description>Background: Race, gender, insurance status, and income play important roles in predicting health care outcomes. However, the impact of these factors has yet to be fully elucidated in the setting of hepatocellular carcinoma (HCC). Methods: We designed a retrospective cohort study utilizing data from the Surveillance, Epidemiology, and End Results (SEER) program to identify patients diagnosed with resectable HCC (N = 28,518). Demographic factors of interest included race (Asian/Pacific Islander [API], African American [AA], Native American/Alaska Native [NA], or White [WH]) and gender (male [M] or female [F]). Insurance classifications included those having Medicare/Private Insurance [ME/PI], Medicaid [MAID], or No Insurance [NI]. Median household income was estimated for all diagnosed with HCC. Endpoints included: (1) overall survival; (2) likelihood of receiving a recommendation for surgery; and (3) specific surgical intervention performed. Multivariate multinomial logistic regression for relative risk ratio (RRR) and Cox regression models were used to identify pertinent associations. Results: Race, gender, insurance status, and income had statistically significant effects on the likelihood of surgical recommendation and overall survival. API were more likely to receive a recommendation for hepatic resection (RRR = 1.45; 95% CI: 1.31-1.61; Reference Race: AA) and exhibited prolonged overall survival (HR = 0.77; 95% CI: 0.73-0.82; Reference Race: AA) as compared to members of any other ethnic group; there was no difference in these endpoints between AA, NA, or WH individuals. Gender also had a significant effect on survival: Females exhibited superior overall survival (HR = 0.89; 95% CI: 0.85-0.93; Reference Gender: M) as compared to males. Patients who had ME/PI were more likely than those with MAID or NI to receive a surgical recommendation. ME/PI was also associated with superior overall survival. Conclusions: Race, gender, insurance status, and income have measurable effects on HCC management and outcomes. 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ethnic groups</subject><subject>Patients</subject><subject>Prognosis</subject><subject>Regression analysis</subject><subject>Retrospective Studies</subject><subject>SEER Program</subject><subject>Socioeconomic Factors</subject><subject>Statistical analysis</subject><subject>Surgery</subject><subject>Survival</subject><subject>Survival Rate</subject><subject>Young Adult</subject><issn>1073-2748</issn><issn>1526-2359</issn><issn>1073-2748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp1ks1v1DAQxSMEoqVw54Qscekl4M_Y4YBUrYBWqlRE4RyNndldr5I42E6l_vd42VJoJU62PG9-9hu_qnrN6DvGtH7PqBZcS8Npq5qGqSfVMVO8qblQ7dOyL-V6Xz-qXqS0o5RTKeTz6kjwVjGp6HGVr4PzoccxbCLMW-_IagsRXMboU_YuEUjka8TeuxxiImFNrpbswoiJ-Imc4ww5OByGZYBIVhCdn8IIH8gZ-YY5hjSjy_4GySpsQ8zkOi_97cvq2RqGhK_u1pPqx-dP31fn9eXVl4vV2WXtFDe51n2PFkFKjgKMoc4wZ1sErkBSt0baGMutQ81U34ABJWzjrLRU2bbtpRAn1cWB2wfYdXP0I8TbLoDvfh-EuOkgFpMDds7JhlFgrRJa9loAM8IazSy2SK3Ewvp4YM2LHbF3OOUIwwPow8rkt90m3HRat0xqUwCnd4AYfi6Ycjf6tJ8cTBiW1HEpZUMFZaxI3z6S7sISpzKqotKi_Lkye3f0oHJlzCni-v4xjHb7eHSP41Fa3vxr4r7hTx6KoD4IEmzw763_Bf4CTMfEdQ</recordid><startdate>20200101</startdate><enddate>20200101</enddate><creator>Beutler, Bryce D.</creator><creator>Ulanja, Mark B.</creator><creator>Krishan, Rohee</creator><creator>Aluru, Vijay</creator><creator>Ndukwu, Munachismo L.</creator><creator>Hagen, Molly M.</creator><creator>Dupin, Zachary D.</creator><creator>Willyard, Charles E.</creator><creator>Moody, Alastair E.</creator><creator>Boampong-Konam, Killian</creator><creator>Zell, Steven C.</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><general>SAGE Publishing</general><scope>AFRWT</scope><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>3V.</scope><scope>7TO</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>H94</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><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-5071-1826</orcidid></search><sort><creationdate>20200101</creationdate><title>Sociodemographic Characteristics as Predictors of Outcomes in Hepatocellular Carcinoma: A Retrospective Cohort Study</title><author>Beutler, Bryce D. ; Ulanja, Mark B. ; Krishan, Rohee ; Aluru, Vijay ; Ndukwu, Munachismo L. ; Hagen, Molly M. ; Dupin, Zachary D. ; Willyard, Charles E. ; Moody, Alastair E. ; Boampong-Konam, Killian ; Zell, Steven C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c528t-7ddebea442e3a880c81cb9ea25a40cfe068b2bce715d6a8a53b6cb4b05b99d433</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Carcinoma, Hepatocellular - economics</topic><topic>Carcinoma, Hepatocellular - mortality</topic><topic>Carcinoma, Hepatocellular - pathology</topic><topic>Carcinoma, Hepatocellular - surgery</topic><topic>Cohort analysis</topic><topic>Epidemiology</topic><topic>Ethnicity - statistics &amp; numerical data</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Gender</topic><topic>Hepatectomy - economics</topic><topic>Hepatectomy - mortality</topic><topic>Hepatocellular carcinoma</topic><topic>Humans</topic><topic>Insurance, Health</topic><topic>Liver cancer</topic><topic>Liver Neoplasms - economics</topic><topic>Liver Neoplasms - mortality</topic><topic>Liver Neoplasms - pathology</topic><topic>Liver Neoplasms - surgery</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Minority &amp; 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However, the impact of these factors has yet to be fully elucidated in the setting of hepatocellular carcinoma (HCC). Methods: We designed a retrospective cohort study utilizing data from the Surveillance, Epidemiology, and End Results (SEER) program to identify patients diagnosed with resectable HCC (N = 28,518). Demographic factors of interest included race (Asian/Pacific Islander [API], African American [AA], Native American/Alaska Native [NA], or White [WH]) and gender (male [M] or female [F]). Insurance classifications included those having Medicare/Private Insurance [ME/PI], Medicaid [MAID], or No Insurance [NI]. Median household income was estimated for all diagnosed with HCC. Endpoints included: (1) overall survival; (2) likelihood of receiving a recommendation for surgery; and (3) specific surgical intervention performed. Multivariate multinomial logistic regression for relative risk ratio (RRR) and Cox regression models were used to identify pertinent associations. Results: Race, gender, insurance status, and income had statistically significant effects on the likelihood of surgical recommendation and overall survival. API were more likely to receive a recommendation for hepatic resection (RRR = 1.45; 95% CI: 1.31-1.61; Reference Race: AA) and exhibited prolonged overall survival (HR = 0.77; 95% CI: 0.73-0.82; Reference Race: AA) as compared to members of any other ethnic group; there was no difference in these endpoints between AA, NA, or WH individuals. Gender also had a significant effect on survival: Females exhibited superior overall survival (HR = 0.89; 95% CI: 0.85-0.93; Reference Gender: M) as compared to males. Patients who had ME/PI were more likely than those with MAID or NI to receive a surgical recommendation. ME/PI was also associated with superior overall survival. Conclusions: Race, gender, insurance status, and income have measurable effects on HCC management and outcomes. The underlying causes of these disparities warrant further investigation.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>32951450</pmid><doi>10.1177/1073274820956615</doi><orcidid>https://orcid.org/0000-0002-5071-1826</orcidid><oa>free_for_read</oa></addata></record>
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issn 1073-2748
1526-2359
1073-2748
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subjects Adolescent
Adult
Aged
Aged, 80 and over
Carcinoma, Hepatocellular - economics
Carcinoma, Hepatocellular - mortality
Carcinoma, Hepatocellular - pathology
Carcinoma, Hepatocellular - surgery
Cohort analysis
Epidemiology
Ethnicity - statistics & numerical data
Female
Follow-Up Studies
Gender
Hepatectomy - economics
Hepatectomy - mortality
Hepatocellular carcinoma
Humans
Insurance, Health
Liver cancer
Liver Neoplasms - economics
Liver Neoplasms - mortality
Liver Neoplasms - pathology
Liver Neoplasms - surgery
Male
Middle Aged
Minority & ethnic groups
Patients
Prognosis
Regression analysis
Retrospective Studies
SEER Program
Socioeconomic Factors
Statistical analysis
Surgery
Survival
Survival Rate
Young Adult
title Sociodemographic Characteristics as Predictors of Outcomes in Hepatocellular Carcinoma: A Retrospective Cohort Study
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