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Demand for Colonoscopy in Colorectal Cancer Screening Using a Quantitative Fecal Immunochemical Test and Age/Sex-Specific Thresholds for Test Positivity
Despite age and sex differences in fecal hemoglobin (f-Hb) concentrations, most fecal immunochemical test (FIT) screening programs use population-average cut-points for test positivity. The impact of age/sex-specific threshold on FIT accuracy and colonoscopy demand for colorectal cancer screening ar...
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Published in: | Cancer epidemiology, biomarkers & prevention biomarkers & prevention, 2018-06, Vol.27 (6), p.704-709 |
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creator | Chen, Sam Li-Sheng Hsu, Chen-Yang Yen, Amy Ming-Fang Young, Graeme P Chiu, Sherry Yueh-Hsia Fann, Jean Ching-Yuan Lee, Yi-Chia Chiu, Han-Mo Chiou, Shu-Ti Chen, Hsiu-Hsi |
description | Despite age and sex differences in fecal hemoglobin (f-Hb) concentrations, most fecal immunochemical test (FIT) screening programs use population-average cut-points for test positivity. The impact of age/sex-specific threshold on FIT accuracy and colonoscopy demand for colorectal cancer screening are unknown.
Using data from 723,113 participants enrolled in a Taiwanese population-based colorectal cancer screening with single FIT between 2004 and 2009, sensitivity and specificity were estimated for various f-Hb thresholds for test positivity. This included estimates based on a "universal" threshold, receiver-operating-characteristic curve-derived threshold, targeted sensitivity, targeted false-positive rate, and a colonoscopy-capacity-adjusted method integrating colonoscopy workload with and without age/sex adjustments.
Optimal age/sex-specific thresholds were found to be equal to or lower than the universal 20 μg Hb/g threshold. For older males, a higher threshold (24 μg Hb/g) was identified using a 5% false-positive rate. Importantly, a nonlinear relationship was observed between sensitivity and colonoscopy workload with workload rising disproportionately to sensitivity at 16 μg Hb/g. At this "colonoscopy-capacity-adjusted" threshold, the test positivity (colonoscopy workload) was 4.67% and sensitivity was 79.5%, compared with a lower 4.0% workload and a lower 78.7% sensitivity using 20 μg Hb/g. When constrained on capacity, age/sex-adjusted estimates were generally lower. However, optimizing age/-sex-adjusted thresholds increased colonoscopy demand across models by 17% or greater compared with a universal threshold.
Age/sex-specific thresholds improve FIT accuracy with modest increases in colonoscopy demand.
Colonoscopy-capacity-adjusted and age/sex-specific f-Hb thresholds may be useful in optimizing individual screening programs based on detection accuracy, population characteristics, and clinical capacity.
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doi_str_mv | 10.1158/1055-9965.EPI-17-0387 |
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Using data from 723,113 participants enrolled in a Taiwanese population-based colorectal cancer screening with single FIT between 2004 and 2009, sensitivity and specificity were estimated for various f-Hb thresholds for test positivity. This included estimates based on a "universal" threshold, receiver-operating-characteristic curve-derived threshold, targeted sensitivity, targeted false-positive rate, and a colonoscopy-capacity-adjusted method integrating colonoscopy workload with and without age/sex adjustments.
Optimal age/sex-specific thresholds were found to be equal to or lower than the universal 20 μg Hb/g threshold. For older males, a higher threshold (24 μg Hb/g) was identified using a 5% false-positive rate. Importantly, a nonlinear relationship was observed between sensitivity and colonoscopy workload with workload rising disproportionately to sensitivity at 16 μg Hb/g. At this "colonoscopy-capacity-adjusted" threshold, the test positivity (colonoscopy workload) was 4.67% and sensitivity was 79.5%, compared with a lower 4.0% workload and a lower 78.7% sensitivity using 20 μg Hb/g. When constrained on capacity, age/sex-adjusted estimates were generally lower. However, optimizing age/-sex-adjusted thresholds increased colonoscopy demand across models by 17% or greater compared with a universal threshold.
Age/sex-specific thresholds improve FIT accuracy with modest increases in colonoscopy demand.
Colonoscopy-capacity-adjusted and age/sex-specific f-Hb thresholds may be useful in optimizing individual screening programs based on detection accuracy, population characteristics, and clinical capacity.
.</description><identifier>ISSN: 1055-9965</identifier><identifier>EISSN: 1538-7755</identifier><identifier>DOI: 10.1158/1055-9965.EPI-17-0387</identifier><identifier>PMID: 29593012</identifier><language>eng</language><publisher>United States: American Association for Cancer Research, Inc</publisher><subject>Accuracy ; Age ; Bioindicators ; Cancer screening ; Colon ; Colonoscopy ; Colorectal cancer ; Colorectal carcinoma ; Epidemiology ; Feces ; Hemoglobin ; Males ; Medical screening ; Population characteristics ; Sensitivity ; Sex differences ; Thresholds ; Working conditions ; Workloads</subject><ispartof>Cancer epidemiology, biomarkers & prevention, 2018-06, Vol.27 (6), p.704-709</ispartof><rights>2018 American Association for Cancer Research.</rights><rights>Copyright American Association for Cancer Research, Inc. Jun 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c384t-7437595e99069bd79230563f6151f1e6f9d193678705776a4f2c9fa2ea81a0603</citedby><cites>FETCH-LOGICAL-c384t-7437595e99069bd79230563f6151f1e6f9d193678705776a4f2c9fa2ea81a0603</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29593012$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Sam Li-Sheng</creatorcontrib><creatorcontrib>Hsu, Chen-Yang</creatorcontrib><creatorcontrib>Yen, Amy Ming-Fang</creatorcontrib><creatorcontrib>Young, Graeme P</creatorcontrib><creatorcontrib>Chiu, Sherry Yueh-Hsia</creatorcontrib><creatorcontrib>Fann, Jean Ching-Yuan</creatorcontrib><creatorcontrib>Lee, Yi-Chia</creatorcontrib><creatorcontrib>Chiu, Han-Mo</creatorcontrib><creatorcontrib>Chiou, Shu-Ti</creatorcontrib><creatorcontrib>Chen, Hsiu-Hsi</creatorcontrib><title>Demand for Colonoscopy in Colorectal Cancer Screening Using a Quantitative Fecal Immunochemical Test and Age/Sex-Specific Thresholds for Test Positivity</title><title>Cancer epidemiology, biomarkers & prevention</title><addtitle>Cancer Epidemiol Biomarkers Prev</addtitle><description>Despite age and sex differences in fecal hemoglobin (f-Hb) concentrations, most fecal immunochemical test (FIT) screening programs use population-average cut-points for test positivity. The impact of age/sex-specific threshold on FIT accuracy and colonoscopy demand for colorectal cancer screening are unknown.
Using data from 723,113 participants enrolled in a Taiwanese population-based colorectal cancer screening with single FIT between 2004 and 2009, sensitivity and specificity were estimated for various f-Hb thresholds for test positivity. This included estimates based on a "universal" threshold, receiver-operating-characteristic curve-derived threshold, targeted sensitivity, targeted false-positive rate, and a colonoscopy-capacity-adjusted method integrating colonoscopy workload with and without age/sex adjustments.
Optimal age/sex-specific thresholds were found to be equal to or lower than the universal 20 μg Hb/g threshold. For older males, a higher threshold (24 μg Hb/g) was identified using a 5% false-positive rate. Importantly, a nonlinear relationship was observed between sensitivity and colonoscopy workload with workload rising disproportionately to sensitivity at 16 μg Hb/g. At this "colonoscopy-capacity-adjusted" threshold, the test positivity (colonoscopy workload) was 4.67% and sensitivity was 79.5%, compared with a lower 4.0% workload and a lower 78.7% sensitivity using 20 μg Hb/g. When constrained on capacity, age/sex-adjusted estimates were generally lower. However, optimizing age/-sex-adjusted thresholds increased colonoscopy demand across models by 17% or greater compared with a universal threshold.
Age/sex-specific thresholds improve FIT accuracy with modest increases in colonoscopy demand.
Colonoscopy-capacity-adjusted and age/sex-specific f-Hb thresholds may be useful in optimizing individual screening programs based on detection accuracy, population characteristics, and clinical capacity.
.</description><subject>Accuracy</subject><subject>Age</subject><subject>Bioindicators</subject><subject>Cancer screening</subject><subject>Colon</subject><subject>Colonoscopy</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Epidemiology</subject><subject>Feces</subject><subject>Hemoglobin</subject><subject>Males</subject><subject>Medical screening</subject><subject>Population characteristics</subject><subject>Sensitivity</subject><subject>Sex differences</subject><subject>Thresholds</subject><subject>Working conditions</subject><subject>Workloads</subject><issn>1055-9965</issn><issn>1538-7755</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNpdkc9u1DAQhy0EoqXwCCBLXLik9cTrOD5W2z-sVImi3Z4t1xl3XSX2YieIfRMet8625cDF45G-mflJHyGfgZ0CiPYMmBCVUo04vbxdVSArxlv5hhyD4G0lpRBvy_-VOSIfcn5kjEklxHtyVCuhOIP6mPy9wMGEjrqY6DL2McRs425PfTi0Ce1oero0wWKia5sQgw8P9C7Pr6E_JxNGP5rR_0Z6hbawq2GYQrRbHPzcbjCPdL5w_oBna_xTrXdovfOWbrYJ8zb2XT5cP4C3Mfuyy4_7j-SdM33GTy_1hNxdXW6W36ubH9er5flNZXm7GCu54FIogUqxRt13UtWciYa7BgQ4wMapDhRvZCuZkLIxC1db5UyNpgXDGsZPyLfnvbsUf00lgx58ttj3JmCcsq4ZqBZqJqCgX_9DH-OUQklXqEWJAS2ThRLPlE0x54RO75IfTNprYHpWp2ctetaiizoNUs_qytyXl-3T_YDdv6lXV_wJYC6U3g</recordid><startdate>201806</startdate><enddate>201806</enddate><creator>Chen, Sam Li-Sheng</creator><creator>Hsu, Chen-Yang</creator><creator>Yen, Amy Ming-Fang</creator><creator>Young, Graeme P</creator><creator>Chiu, Sherry Yueh-Hsia</creator><creator>Fann, Jean Ching-Yuan</creator><creator>Lee, Yi-Chia</creator><creator>Chiu, Han-Mo</creator><creator>Chiou, Shu-Ti</creator><creator>Chen, Hsiu-Hsi</creator><general>American Association for Cancer Research, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TM</scope><scope>7TO</scope><scope>H94</scope><scope>7X8</scope></search><sort><creationdate>201806</creationdate><title>Demand for Colonoscopy in Colorectal Cancer Screening Using a Quantitative Fecal Immunochemical Test and Age/Sex-Specific Thresholds for Test Positivity</title><author>Chen, Sam Li-Sheng ; Hsu, Chen-Yang ; Yen, Amy Ming-Fang ; Young, Graeme P ; Chiu, Sherry Yueh-Hsia ; Fann, Jean Ching-Yuan ; Lee, Yi-Chia ; Chiu, Han-Mo ; Chiou, Shu-Ti ; Chen, Hsiu-Hsi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-7437595e99069bd79230563f6151f1e6f9d193678705776a4f2c9fa2ea81a0603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Accuracy</topic><topic>Age</topic><topic>Bioindicators</topic><topic>Cancer screening</topic><topic>Colon</topic><topic>Colonoscopy</topic><topic>Colorectal cancer</topic><topic>Colorectal carcinoma</topic><topic>Epidemiology</topic><topic>Feces</topic><topic>Hemoglobin</topic><topic>Males</topic><topic>Medical screening</topic><topic>Population characteristics</topic><topic>Sensitivity</topic><topic>Sex differences</topic><topic>Thresholds</topic><topic>Working conditions</topic><topic>Workloads</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Sam Li-Sheng</creatorcontrib><creatorcontrib>Hsu, Chen-Yang</creatorcontrib><creatorcontrib>Yen, Amy Ming-Fang</creatorcontrib><creatorcontrib>Young, Graeme P</creatorcontrib><creatorcontrib>Chiu, Sherry Yueh-Hsia</creatorcontrib><creatorcontrib>Fann, Jean Ching-Yuan</creatorcontrib><creatorcontrib>Lee, Yi-Chia</creatorcontrib><creatorcontrib>Chiu, Han-Mo</creatorcontrib><creatorcontrib>Chiou, Shu-Ti</creatorcontrib><creatorcontrib>Chen, Hsiu-Hsi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Cancer epidemiology, biomarkers & prevention</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Sam Li-Sheng</au><au>Hsu, Chen-Yang</au><au>Yen, Amy Ming-Fang</au><au>Young, Graeme P</au><au>Chiu, Sherry Yueh-Hsia</au><au>Fann, Jean Ching-Yuan</au><au>Lee, Yi-Chia</au><au>Chiu, Han-Mo</au><au>Chiou, Shu-Ti</au><au>Chen, Hsiu-Hsi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Demand for Colonoscopy in Colorectal Cancer Screening Using a Quantitative Fecal Immunochemical Test and Age/Sex-Specific Thresholds for Test Positivity</atitle><jtitle>Cancer epidemiology, biomarkers & prevention</jtitle><addtitle>Cancer Epidemiol Biomarkers Prev</addtitle><date>2018-06</date><risdate>2018</risdate><volume>27</volume><issue>6</issue><spage>704</spage><epage>709</epage><pages>704-709</pages><issn>1055-9965</issn><eissn>1538-7755</eissn><abstract>Despite age and sex differences in fecal hemoglobin (f-Hb) concentrations, most fecal immunochemical test (FIT) screening programs use population-average cut-points for test positivity. The impact of age/sex-specific threshold on FIT accuracy and colonoscopy demand for colorectal cancer screening are unknown.
Using data from 723,113 participants enrolled in a Taiwanese population-based colorectal cancer screening with single FIT between 2004 and 2009, sensitivity and specificity were estimated for various f-Hb thresholds for test positivity. This included estimates based on a "universal" threshold, receiver-operating-characteristic curve-derived threshold, targeted sensitivity, targeted false-positive rate, and a colonoscopy-capacity-adjusted method integrating colonoscopy workload with and without age/sex adjustments.
Optimal age/sex-specific thresholds were found to be equal to or lower than the universal 20 μg Hb/g threshold. For older males, a higher threshold (24 μg Hb/g) was identified using a 5% false-positive rate. Importantly, a nonlinear relationship was observed between sensitivity and colonoscopy workload with workload rising disproportionately to sensitivity at 16 μg Hb/g. At this "colonoscopy-capacity-adjusted" threshold, the test positivity (colonoscopy workload) was 4.67% and sensitivity was 79.5%, compared with a lower 4.0% workload and a lower 78.7% sensitivity using 20 μg Hb/g. When constrained on capacity, age/sex-adjusted estimates were generally lower. However, optimizing age/-sex-adjusted thresholds increased colonoscopy demand across models by 17% or greater compared with a universal threshold.
Age/sex-specific thresholds improve FIT accuracy with modest increases in colonoscopy demand.
Colonoscopy-capacity-adjusted and age/sex-specific f-Hb thresholds may be useful in optimizing individual screening programs based on detection accuracy, population characteristics, and clinical capacity.
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subjects | Accuracy Age Bioindicators Cancer screening Colon Colonoscopy Colorectal cancer Colorectal carcinoma Epidemiology Feces Hemoglobin Males Medical screening Population characteristics Sensitivity Sex differences Thresholds Working conditions Workloads |
title | Demand for Colonoscopy in Colorectal Cancer Screening Using a Quantitative Fecal Immunochemical Test and Age/Sex-Specific Thresholds for Test Positivity |
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