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Evaluating the Use of microRNA Blood Tests for Gastric Cancer Screening in a Stratified Population-Level Screening Program: An Early Model-Based Cost-Effectiveness Analysis
To evaluate cost-effectiveness of a novel screening strategy using a microRNA (miRNA) blood test as a screen, followed by endoscopy for diagnosis confirmation in a 3-yearly population screening program for gastric cancer. A Markov cohort model has been developed in Microsoft Excel 2016 for the popul...
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Published in: | Value in health 2020-09, Vol.23 (9), p.1171-1179 |
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creator | Kapoor, Ritika So, Jimmy B.Y. Zhu, Feng Too, Heng-Phon Yeoh, Khay-Guan Yoong, Joanne Su-Yin |
description | To evaluate cost-effectiveness of a novel screening strategy using a microRNA (miRNA) blood test as a screen, followed by endoscopy for diagnosis confirmation in a 3-yearly population screening program for gastric cancer.
A Markov cohort model has been developed in Microsoft Excel 2016 for the population identified to be at intermediate risk (Singaporean men, aged 50-75 years with Chinese ethnicity). The interventions compared were (1) initial screening using miRNA test followed by endoscopy for test-positive individuals and a 3-yearly follow-up screening for test-negative individuals (proposed strategy), and (2) no screening with gastric cancer being diagnosed clinically (current practice). The model was evaluated for 25 years with a healthcare perspective and accounted for test characteristics, compliance, disease progression, cancer recurrence, costs, utilities, and mortality. The outcomes measured included incremental cost-effectiveness ratios, cancer stage at diagnosis, and thresholds for significant variables.
The miRNA-based screening was found to be cost-effective with an incremental cost-effectiveness ratio of $40 971/quality-adjusted life-year. Key drivers included test costs, test accuracy, cancer incidence, and recurrence risk. Threshold analysis highlights the need for high accuracy of miRNA tests (threshold sensitivity: 68%; threshold specificity: 77%). A perfect compliance to screening would double the cancer diagnosis in early stages compared to the current practice. Probabilistic sensitivity analysis reported the miRNA-based screening to be cost-effective in >95% of iterations for a willingness to pay of $70 000/quality-adjusted life-year (approximately equivalent to 1 gross domestic product/capita)
The miRNA-based screening intervention was found to be cost-effective and is expected to contribute immensely in early diagnosis of cancer by improving screening compliance.
•Biomarker testing can offer effective cancer screening, enabling early diagnosis, but poses a risk of high testing costs and missed cases. Recently GastroClear, an in vitro test for gastric cancer–related microRNA, has been approved by the Singapore government. Nevertheless, there is a need to evaluate the cost-effectiveness of its implementation for population screening. This study addresses this evidence gap by:•Evaluating the cost-effectiveness of screening population every 3-years for the population at intermediate risk•Identifying the impact of screening on early diag |
doi_str_mv | 10.1016/j.jval.2020.04.1829 |
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A Markov cohort model has been developed in Microsoft Excel 2016 for the population identified to be at intermediate risk (Singaporean men, aged 50-75 years with Chinese ethnicity). The interventions compared were (1) initial screening using miRNA test followed by endoscopy for test-positive individuals and a 3-yearly follow-up screening for test-negative individuals (proposed strategy), and (2) no screening with gastric cancer being diagnosed clinically (current practice). The model was evaluated for 25 years with a healthcare perspective and accounted for test characteristics, compliance, disease progression, cancer recurrence, costs, utilities, and mortality. The outcomes measured included incremental cost-effectiveness ratios, cancer stage at diagnosis, and thresholds for significant variables.
The miRNA-based screening was found to be cost-effective with an incremental cost-effectiveness ratio of $40 971/quality-adjusted life-year. Key drivers included test costs, test accuracy, cancer incidence, and recurrence risk. Threshold analysis highlights the need for high accuracy of miRNA tests (threshold sensitivity: 68%; threshold specificity: 77%). A perfect compliance to screening would double the cancer diagnosis in early stages compared to the current practice. Probabilistic sensitivity analysis reported the miRNA-based screening to be cost-effective in >95% of iterations for a willingness to pay of $70 000/quality-adjusted life-year (approximately equivalent to 1 gross domestic product/capita)
The miRNA-based screening intervention was found to be cost-effective and is expected to contribute immensely in early diagnosis of cancer by improving screening compliance.
•Biomarker testing can offer effective cancer screening, enabling early diagnosis, but poses a risk of high testing costs and missed cases. Recently GastroClear, an in vitro test for gastric cancer–related microRNA, has been approved by the Singapore government. Nevertheless, there is a need to evaluate the cost-effectiveness of its implementation for population screening. This study addresses this evidence gap by:•Evaluating the cost-effectiveness of screening population every 3-years for the population at intermediate risk•Identifying the impact of screening on early diagnosis, significance of compliance, test accuracy, and testing costs•Studying outcomes to enable identification of the drivers/limitations that are crucial to achieve cost-effectiveness</description><identifier>ISSN: 1098-3015</identifier><identifier>EISSN: 1524-4733</identifier><identifier>DOI: 10.1016/j.jval.2020.04.1829</identifier><language>eng</language><publisher>Elsevier Inc</publisher><subject>cost-effectiveness of miRNA test ; gastric cancer screening ; miRNA cancer screening ; miRNA test ; model-based cost-effectiveness</subject><ispartof>Value in health, 2020-09, Vol.23 (9), p.1171-1179</ispartof><rights>2020 ISPOR–The Professional Society for Health Economics and Outcomes Research</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-330ab9432ff102842a45e1ed3a7dfc4409cf2f124032a5c21057a4891a328a683</citedby><cites>FETCH-LOGICAL-c381t-330ab9432ff102842a45e1ed3a7dfc4409cf2f124032a5c21057a4891a328a683</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></links><search><creatorcontrib>Kapoor, Ritika</creatorcontrib><creatorcontrib>So, Jimmy B.Y.</creatorcontrib><creatorcontrib>Zhu, Feng</creatorcontrib><creatorcontrib>Too, Heng-Phon</creatorcontrib><creatorcontrib>Yeoh, Khay-Guan</creatorcontrib><creatorcontrib>Yoong, Joanne Su-Yin</creatorcontrib><title>Evaluating the Use of microRNA Blood Tests for Gastric Cancer Screening in a Stratified Population-Level Screening Program: An Early Model-Based Cost-Effectiveness Analysis</title><title>Value in health</title><description>To evaluate cost-effectiveness of a novel screening strategy using a microRNA (miRNA) blood test as a screen, followed by endoscopy for diagnosis confirmation in a 3-yearly population screening program for gastric cancer.
A Markov cohort model has been developed in Microsoft Excel 2016 for the population identified to be at intermediate risk (Singaporean men, aged 50-75 years with Chinese ethnicity). The interventions compared were (1) initial screening using miRNA test followed by endoscopy for test-positive individuals and a 3-yearly follow-up screening for test-negative individuals (proposed strategy), and (2) no screening with gastric cancer being diagnosed clinically (current practice). The model was evaluated for 25 years with a healthcare perspective and accounted for test characteristics, compliance, disease progression, cancer recurrence, costs, utilities, and mortality. The outcomes measured included incremental cost-effectiveness ratios, cancer stage at diagnosis, and thresholds for significant variables.
The miRNA-based screening was found to be cost-effective with an incremental cost-effectiveness ratio of $40 971/quality-adjusted life-year. Key drivers included test costs, test accuracy, cancer incidence, and recurrence risk. Threshold analysis highlights the need for high accuracy of miRNA tests (threshold sensitivity: 68%; threshold specificity: 77%). A perfect compliance to screening would double the cancer diagnosis in early stages compared to the current practice. Probabilistic sensitivity analysis reported the miRNA-based screening to be cost-effective in >95% of iterations for a willingness to pay of $70 000/quality-adjusted life-year (approximately equivalent to 1 gross domestic product/capita)
The miRNA-based screening intervention was found to be cost-effective and is expected to contribute immensely in early diagnosis of cancer by improving screening compliance.
•Biomarker testing can offer effective cancer screening, enabling early diagnosis, but poses a risk of high testing costs and missed cases. Recently GastroClear, an in vitro test for gastric cancer–related microRNA, has been approved by the Singapore government. Nevertheless, there is a need to evaluate the cost-effectiveness of its implementation for population screening. This study addresses this evidence gap by:•Evaluating the cost-effectiveness of screening population every 3-years for the population at intermediate risk•Identifying the impact of screening on early diagnosis, significance of compliance, test accuracy, and testing costs•Studying outcomes to enable identification of the drivers/limitations that are crucial to achieve cost-effectiveness</description><subject>cost-effectiveness of miRNA test</subject><subject>gastric cancer screening</subject><subject>miRNA cancer screening</subject><subject>miRNA test</subject><subject>model-based cost-effectiveness</subject><issn>1098-3015</issn><issn>1524-4733</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kU9vEzEQxVcIJErhE3Dxkcsu_rdZLxKHNEpLpQAVbc_W4B0XR846eDaR8p34kHiVHjhxmhnp_UZ671XVe8EbwcXi47bZHiE2kkvecN0II_sX1YVopa51p9TLsvPe1IqL9nX1hmjLOV8o2V5Uf9YFPMAUxic2_UL2SMiSZ7vgcvrxbcmuYkoDe0CaiPmU2Q3QlINjKxgdZnbvMuI4w2FkwO6nXF75gAO7S_tDLEca6w0eMf4jvcvpKcPuE1uObA05ntjXNGCsr4AKuEo01Wvv0U3hiCMSFR3EEwV6W73yEAnfPc_L6vF6_bD6Um--39yulpvaKSOmWikOP3utpPeCS6Ml6BYFDgq6wTutee-89EJqriS0TgredqBNL0BJAwujLqsP57_7nH4fine7C-QwRhgxHchKrZXpjFl0RarO0pIXUUZv9znsIJ-s4Hbuxm7t3I2du7Fc27mbQn0-U1hcHANmSy5gSXQIufi2Qwr_5f8C4FaZlg</recordid><startdate>202009</startdate><enddate>202009</enddate><creator>Kapoor, Ritika</creator><creator>So, Jimmy B.Y.</creator><creator>Zhu, Feng</creator><creator>Too, Heng-Phon</creator><creator>Yeoh, Khay-Guan</creator><creator>Yoong, Joanne Su-Yin</creator><general>Elsevier Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202009</creationdate><title>Evaluating the Use of microRNA Blood Tests for Gastric Cancer Screening in a Stratified Population-Level Screening Program: An Early Model-Based Cost-Effectiveness Analysis</title><author>Kapoor, Ritika ; So, Jimmy B.Y. ; Zhu, Feng ; Too, Heng-Phon ; Yeoh, Khay-Guan ; Yoong, Joanne Su-Yin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-330ab9432ff102842a45e1ed3a7dfc4409cf2f124032a5c21057a4891a328a683</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>cost-effectiveness of miRNA test</topic><topic>gastric cancer screening</topic><topic>miRNA cancer screening</topic><topic>miRNA test</topic><topic>model-based cost-effectiveness</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kapoor, Ritika</creatorcontrib><creatorcontrib>So, Jimmy B.Y.</creatorcontrib><creatorcontrib>Zhu, Feng</creatorcontrib><creatorcontrib>Too, Heng-Phon</creatorcontrib><creatorcontrib>Yeoh, Khay-Guan</creatorcontrib><creatorcontrib>Yoong, Joanne Su-Yin</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Value in health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kapoor, Ritika</au><au>So, Jimmy B.Y.</au><au>Zhu, Feng</au><au>Too, Heng-Phon</au><au>Yeoh, Khay-Guan</au><au>Yoong, Joanne Su-Yin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating the Use of microRNA Blood Tests for Gastric Cancer Screening in a Stratified Population-Level Screening Program: An Early Model-Based Cost-Effectiveness Analysis</atitle><jtitle>Value in health</jtitle><date>2020-09</date><risdate>2020</risdate><volume>23</volume><issue>9</issue><spage>1171</spage><epage>1179</epage><pages>1171-1179</pages><issn>1098-3015</issn><eissn>1524-4733</eissn><abstract>To evaluate cost-effectiveness of a novel screening strategy using a microRNA (miRNA) blood test as a screen, followed by endoscopy for diagnosis confirmation in a 3-yearly population screening program for gastric cancer.
A Markov cohort model has been developed in Microsoft Excel 2016 for the population identified to be at intermediate risk (Singaporean men, aged 50-75 years with Chinese ethnicity). The interventions compared were (1) initial screening using miRNA test followed by endoscopy for test-positive individuals and a 3-yearly follow-up screening for test-negative individuals (proposed strategy), and (2) no screening with gastric cancer being diagnosed clinically (current practice). The model was evaluated for 25 years with a healthcare perspective and accounted for test characteristics, compliance, disease progression, cancer recurrence, costs, utilities, and mortality. The outcomes measured included incremental cost-effectiveness ratios, cancer stage at diagnosis, and thresholds for significant variables.
The miRNA-based screening was found to be cost-effective with an incremental cost-effectiveness ratio of $40 971/quality-adjusted life-year. Key drivers included test costs, test accuracy, cancer incidence, and recurrence risk. Threshold analysis highlights the need for high accuracy of miRNA tests (threshold sensitivity: 68%; threshold specificity: 77%). A perfect compliance to screening would double the cancer diagnosis in early stages compared to the current practice. Probabilistic sensitivity analysis reported the miRNA-based screening to be cost-effective in >95% of iterations for a willingness to pay of $70 000/quality-adjusted life-year (approximately equivalent to 1 gross domestic product/capita)
The miRNA-based screening intervention was found to be cost-effective and is expected to contribute immensely in early diagnosis of cancer by improving screening compliance.
•Biomarker testing can offer effective cancer screening, enabling early diagnosis, but poses a risk of high testing costs and missed cases. Recently GastroClear, an in vitro test for gastric cancer–related microRNA, has been approved by the Singapore government. Nevertheless, there is a need to evaluate the cost-effectiveness of its implementation for population screening. This study addresses this evidence gap by:•Evaluating the cost-effectiveness of screening population every 3-years for the population at intermediate risk•Identifying the impact of screening on early diagnosis, significance of compliance, test accuracy, and testing costs•Studying outcomes to enable identification of the drivers/limitations that are crucial to achieve cost-effectiveness</abstract><pub>Elsevier Inc</pub><doi>10.1016/j.jval.2020.04.1829</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | cost-effectiveness of miRNA test gastric cancer screening miRNA cancer screening miRNA test model-based cost-effectiveness |
title | Evaluating the Use of microRNA Blood Tests for Gastric Cancer Screening in a Stratified Population-Level Screening Program: An Early Model-Based Cost-Effectiveness Analysis |
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