Estimating the impact of differential adherence on the comparative effectiveness of stool-based colorectal cancer screening using the CRC-AIM microsimulation model

被引:17
|
作者
Piscitello, Andrew [1 ]
Saoud, Leila [2 ]
Fendrick, A. Mark [3 ]
Borah, Bijan J. [4 ]
Lich, Kristen Hassmiller [5 ]
Matney, Michael [2 ]
Ozbay, A. Burak [2 ]
Parton, Marcus [2 ]
Limburg, Paul J. [6 ]
机构
[1] EmpiriQA LLC, Long Grove, IL 60047 USA
[2] Exact Sci Corp, Madison, WI USA
[3] Univ Michigan, Div Gastroenterol, Ann Arbor, MI 48109 USA
[4] Mayo Clin, Dept Hlth Serv Res, Rochester, MN USA
[5] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
[6] Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USA
来源
PLOS ONE | 2020年 / 15卷 / 12期
关键词
SESSILE SERRATED ADENOMAS; SOCIETY TASK-FORCE; COST-EFFECTIVENESS; CT-COLONOGRAPHY; LONGITUDINAL ADHERENCE; PATIENT NAVIGATION; ADVANCED NEOPLASIA; TRIAL; RECOMMENDATIONS; COLONOSCOPY;
D O I
10.1371/journal.pone.0244431
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Real-world adherence to colorectal cancer (CRC) screening strategies is imperfect. The CRC-AIM microsimulation model was used to estimate the impact of imperfect adherence on the relative benefits and burdens of guideline-endorsed, stool-based screening strategies. Methods Predicted outcomes of multi-target stool DNA (mt-sDNA), fecal immunochemical tests (FIT), and high-sensitivity guaiac-based fecal occult blood tests (HSgFOBT) were simulated for 40-year-olds free of diagnosed CRC. For robustness, imperfect adherence was incorporated in multiple ways and with extensive sensitivity analysis. Analysis 1 assumed adherence from 0%-100%, in 10% increments. Analysis 2 longitudinally applied real-world first-round differential adherence rates (base-case imperfect rates = 40% annual FIT vs 34% annual HSgFOBT vs 70% triennial mt-sDNA). Analysis 3 randomly assigned individuals to receive 1, 5, or 9 lifetime (9 = 100% adherence) mt-sDNA tests and 1, 5, or 9 to 26 (26 = 100% adherence) FIT tests. Outcomes are reported per 1000 individuals compared with no screening. Results Each screening strategy decreased CRC incidence and mortality versus no screening. In individuals screened between ages 50-75 and adherence ranging from 10%a-100%, the life-years gained (LYG) for triennial mt-sDNA ranged from 133.1-300.0, for annual FIT from 96.3-318.1, and for annual HSgFOBT from 99.8-320.6. At base-case imperfect adherence rates, mt-sDNA resulted in 19.1% more LYG versus FIT, 25.4% more LYG versus HSgFOBT, and generally had preferable efficiency ratios while offering the most LYG. Completion of at least 21 FIT tests is needed to reach approximately the same LYG achieved with 9 mt-sDNA tests. Conclusions Adherence assumptions affect the conclusions of CRC screening microsimulations that are used to inform CRC screening guidelines. LYG from FIT and HSgFOBT are more sensitive to changes in adherence assumptions than mt-sDNA because they require more tests be completed for equivalent benefit. At imperfect adherence rates, mt-sDNA provides more LYG than FIT or HSgFOBT at an acceptable tradeoff in screening burden.
引用
收藏
页数:23
相关论文
共 13 条
  • [1] Impact of screening and follow-up colonoscopy adenoma sensitivity on colorectal cancer screening outcomes in the CRC-AIM microsimulation model
    Fisher, Deborah A.
    Saoud, Leila
    Hassmiller Lich, Kristen
    Fendrick, A. Mark
    Ozbay, A. Burak
    Borah, Bijan J.
    Matney, Michael
    Parton, Marcus
    Limburg, Paul J.
    CANCER MEDICINE, 2021, 10 (08): : 2855 - 2864
  • [2] Calibration and Validation of the Colorectal Cancer and Adenoma Incidence and Mortality (CRC-AIM) Microsimulation Model Using Deep Neural Networks
    Vahdat, Vahab
    Alagoz, Oguzhan
    Chen, Jing Voon
    Saoud, Leila
    Borah, Bijan J.
    Limburg, Paul J.
    MEDICAL DECISION MAKING, 2023, 43 (06) : 719 - 736
  • [3] Projected Colorectal Cancer Incidence and Mortality Based on Observed Adherence to Colonoscopy and Sequential Stool-Based Screening
    Meester, Reinier G. S.
    Lansdorp-Vogelaar, Iris
    Winawer, Sidney J.
    Church, Timothy R.
    Allen, John I.
    Feld, Andrew D.
    Mills, Glenn
    Jordan, Paul A.
    Corley, Douglas A.
    Doubeni, Chyke A.
    Hahn, Anne I.
    Lobaugh, Stephanie M.
    Fleisher, Martin
    O'Brien, Michael J.
    Zauber, Ann G.
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2024, 119 (07) : 1392 - 1401
  • [4] Cost-Effectiveness of Outreach Strategies for Stool-Based Colorectal Cancer Screening in a Medicaid Population
    Karlitz, Jordan J.
    Fendrick, A. Mark
    Bhatt, Jay
    Coronado, Gloria D.
    Jeyakumar, Sushanth
    Smith, Nathaniel J.
    Plescia, Marcus
    Brooks, Durado
    Limburg, Paul
    Lieberman, David
    POPULATION HEALTH MANAGEMENT, 2022, 25 (03) : 343 - 351
  • [5] Guidance for setting international standards on reporting longitudinal adherence to stool-based colorectal cancer screening
    van Wifferen, Francine
    Greuter, Marjolein J. E.
    Lissenberg-Witte, Birgit, I
    Carvalho, Beatriz
    Meijer, Gerrit A.
    Dekker, Evelien
    Campari, Cinzia
    Garcia, Montse
    Rabeneck, Linda
    Lansdorp-Vogelaar, Iris
    Senore, Carlo
    Coupe, Veerle M. H.
    PREVENTIVE MEDICINE, 2022, 164
  • [6] Projected Impact and Cost-Effectiveness of Novel Molecular Blood-Based or Stool-Based Screening Tests for Colorectal Cancer
    Ladabaum, Uri
    Mannalithara, Ajitha
    Schoen, Robert E.
    Dominitz, Jason A.
    Lieberman, David
    ANNALS OF INTERNAL MEDICINE, 2024, : 1610 - 1620
  • [7] Clinical and Budget Impact of Increasing Colorectal Cancer Screening by Blood- and Stool-Based Testing
    Roth, Joshua A.
    deVos, Theo
    Ramsey, Scott D.
    AMERICAN HEALTH AND DRUG BENEFITS, 2019, 12 (05) : 256 - 262
  • [8] Real-world cost-effectiveness of stool-based colorectal cancer screening in a Medicare population
    Fisher, Deborah A.
    Karlitz, Jordan J.
    Jeyakumar, Sushanth
    Smith, Nathaniel
    Limburg, Paul
    Lieberman, David
    Fendrick, A. Mark
    JOURNAL OF MEDICAL ECONOMICS, 2021, 24 (01) : 654 - 664
  • [9] Differential impact of test performance characteristics on burden-to-benefit tradeoffs for blood-based colorectal cancer screening: A microsimulation analysis
    Piscitello, Andrew
    Carroll, Lauren N.
    Fransen, Signe
    Wilson, Ben
    Chandra, Tarun
    Meester, Reinier
    Putcha, Girish
    JOURNAL OF MEDICAL SCREENING, 2023, 30 (04) : 175 - 183
  • [10] The cost-effectiveness of non-invasive stool-based colorectal cancer screening offerings from age 45 for a commercial and medicare population
    Ebner, Derek
    Kisiel, John
    Barnieh, Lianne
    Sharma, Rishika
    Smith, Nathaniel J.
    Estes, Chris
    Vahdat, Vahab
    Ozbay, A. Burak
    Limburg, Paul
    Fendrick, A. Mark
    JOURNAL OF MEDICAL ECONOMICS, 2023, 26 (01) : 1219 - 1226