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Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential
BACKGROUND: Although uniform colonoscopy screening reduces colorectal cancer (CRC) mortality, risk-based screening may be more efficient. We investigated whether CRC screening based on polygenic risk is a cost-effective alternative to current uniform screening, and if not, under what conditions it w...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988584/ https://www.ncbi.nlm.nih.gov/pubmed/32025627 http://dx.doi.org/10.1093/jncics/pkz086 |
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author | Naber, Steffie K Kundu, Suman Kuntz, Karen M Dotson, W David Williams, Marc S Zauber, Ann G Calonge, Ned Zallen, Doris T Ganiats, Theodore G Webber, Elizabeth M Goddard, Katrina A B Henrikson, Nora B van Ballegooijen, Marjolein Janssens, A Cecile J W Lansdorp-Vogelaar, Iris |
author_facet | Naber, Steffie K Kundu, Suman Kuntz, Karen M Dotson, W David Williams, Marc S Zauber, Ann G Calonge, Ned Zallen, Doris T Ganiats, Theodore G Webber, Elizabeth M Goddard, Katrina A B Henrikson, Nora B van Ballegooijen, Marjolein Janssens, A Cecile J W Lansdorp-Vogelaar, Iris |
author_sort | Naber, Steffie K |
collection | PubMed |
description | BACKGROUND: Although uniform colonoscopy screening reduces colorectal cancer (CRC) mortality, risk-based screening may be more efficient. We investigated whether CRC screening based on polygenic risk is a cost-effective alternative to current uniform screening, and if not, under what conditions it would be. METHODS: The MISCAN-Colon model was used to simulate a hypothetical cohort of US 40-year-olds. Uniform screening was modeled as colonoscopy screening at ages 50, 60, and 70 years. For risk-stratified screening, individuals underwent polygenic testing with current and potential future discriminatory performance (area under the receiver-operating curve [AUC] of 0.60 and 0.65–0.80, respectively). Polygenic testing results were used to create risk groups, for which colonoscopy screening was optimized by varying the start age (40–60 years), end age (70–85 years), and interval (1–20 years). RESULTS: With current discriminatory performance, optimal screening ranged from once-only colonoscopy at age 60 years for the lowest-risk group to six colonoscopies at ages 40–80 years for the highest-risk group. While maintaining the same health benefits, risk-stratified screening increased costs by $59 per person. Risk-stratified screening could become cost-effective if the AUC value would increase beyond 0.65, the price per polygenic test would drop to less than $141, or risk-stratified screening would lead to a 5% increase in screening participation. CONCLUSIONS: Currently, CRC screening based on polygenic risk is unlikely to be cost-effective compared with uniform screening. This is expected to change with a greater than 0.05 increase in AUC value, a greater than 30% reduction in polygenic testing costs, or a greater than 5% increase in adherence with screening. |
format | Online Article Text |
id | pubmed-6988584 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-69885842020-02-03 Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential Naber, Steffie K Kundu, Suman Kuntz, Karen M Dotson, W David Williams, Marc S Zauber, Ann G Calonge, Ned Zallen, Doris T Ganiats, Theodore G Webber, Elizabeth M Goddard, Katrina A B Henrikson, Nora B van Ballegooijen, Marjolein Janssens, A Cecile J W Lansdorp-Vogelaar, Iris JNCI Cancer Spectr Article BACKGROUND: Although uniform colonoscopy screening reduces colorectal cancer (CRC) mortality, risk-based screening may be more efficient. We investigated whether CRC screening based on polygenic risk is a cost-effective alternative to current uniform screening, and if not, under what conditions it would be. METHODS: The MISCAN-Colon model was used to simulate a hypothetical cohort of US 40-year-olds. Uniform screening was modeled as colonoscopy screening at ages 50, 60, and 70 years. For risk-stratified screening, individuals underwent polygenic testing with current and potential future discriminatory performance (area under the receiver-operating curve [AUC] of 0.60 and 0.65–0.80, respectively). Polygenic testing results were used to create risk groups, for which colonoscopy screening was optimized by varying the start age (40–60 years), end age (70–85 years), and interval (1–20 years). RESULTS: With current discriminatory performance, optimal screening ranged from once-only colonoscopy at age 60 years for the lowest-risk group to six colonoscopies at ages 40–80 years for the highest-risk group. While maintaining the same health benefits, risk-stratified screening increased costs by $59 per person. Risk-stratified screening could become cost-effective if the AUC value would increase beyond 0.65, the price per polygenic test would drop to less than $141, or risk-stratified screening would lead to a 5% increase in screening participation. CONCLUSIONS: Currently, CRC screening based on polygenic risk is unlikely to be cost-effective compared with uniform screening. This is expected to change with a greater than 0.05 increase in AUC value, a greater than 30% reduction in polygenic testing costs, or a greater than 5% increase in adherence with screening. Oxford University Press 2019-10-14 /pmc/articles/PMC6988584/ /pubmed/32025627 http://dx.doi.org/10.1093/jncics/pkz086 Text en © The Author(s) 2019. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Article Naber, Steffie K Kundu, Suman Kuntz, Karen M Dotson, W David Williams, Marc S Zauber, Ann G Calonge, Ned Zallen, Doris T Ganiats, Theodore G Webber, Elizabeth M Goddard, Katrina A B Henrikson, Nora B van Ballegooijen, Marjolein Janssens, A Cecile J W Lansdorp-Vogelaar, Iris Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title | Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title_full | Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title_fullStr | Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title_full_unstemmed | Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title_short | Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential |
title_sort | cost-effectiveness of risk-stratified colorectal cancer screening based on polygenic risk: current status and future potential |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988584/ https://www.ncbi.nlm.nih.gov/pubmed/32025627 http://dx.doi.org/10.1093/jncics/pkz086 |
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