Estimating the impact of differential adherence on the comparative effectiveness of stool-based colorectal cancer screening using the CRC-AIM microsimulation model
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作者:
Piscitello, Andrew
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EmpiriQA LLC, Long Grove, IL 60047 USAEmpiriQA LLC, Long Grove, IL 60047 USA
Piscitello, Andrew
[1
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Saoud, Leila
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机构:
Exact Sci Corp, Madison, WI USAEmpiriQA LLC, Long Grove, IL 60047 USA
Saoud, Leila
[2
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Fendrick, A. Mark
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机构:
Univ Michigan, Div Gastroenterol, Ann Arbor, MI 48109 USAEmpiriQA LLC, Long Grove, IL 60047 USA
Fendrick, A. Mark
[3
]
Borah, Bijan J.
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Mayo Clin, Dept Hlth Serv Res, Rochester, MN USAEmpiriQA LLC, Long Grove, IL 60047 USA
Borah, Bijan J.
[4
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Lich, Kristen Hassmiller
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Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USAEmpiriQA LLC, Long Grove, IL 60047 USA
Lich, Kristen Hassmiller
[5
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Matney, Michael
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Exact Sci Corp, Madison, WI USAEmpiriQA LLC, Long Grove, IL 60047 USA
Matney, Michael
[2
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Ozbay, A. Burak
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Exact Sci Corp, Madison, WI USAEmpiriQA LLC, Long Grove, IL 60047 USA
Ozbay, A. Burak
[2
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Parton, Marcus
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Exact Sci Corp, Madison, WI USAEmpiriQA LLC, Long Grove, IL 60047 USA
Parton, Marcus
[2
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Limburg, Paul J.
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Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USAEmpiriQA LLC, Long Grove, IL 60047 USA
Limburg, Paul J.
[6
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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
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.
机构:
Denver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Univ Colorado, Sch Med, Denver, CO USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Karlitz, Jordan J.
Fendrick, A. Mark
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机构:
Univ Michigan, Div Gen Med, Ann Arbor, MI 48109 USA
Univ Michigan, Ctr Value Based Insurance Design, Ann Arbor, MI 48109 USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Fendrick, A. Mark
Bhatt, Jay
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Univ Illinois, Chicago Sch Publ Hlth, Chicago, IL USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Bhatt, Jay
Coronado, Gloria D.
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Kaiser Permanente Ctr Hlth Res, Portland, OR USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Coronado, Gloria D.
Jeyakumar, Sushanth
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Maple Hlth Grp LLC, New York, NY USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Jeyakumar, Sushanth
Smith, Nathaniel J.
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Maple Hlth Grp LLC, New York, NY USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Smith, Nathaniel J.
Plescia, Marcus
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Associate State & Terr Hlth Officials, Atlanta, GA USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Plescia, Marcus
Brooks, Durado
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Exact Sci, Madison, WI USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Brooks, Durado
Limburg, Paul
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机构:
Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Limburg, Paul
Lieberman, David
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机构:
Oregon Hlth & Sci Univ, Div Gastroenterol & Hepatol, Portland, OR 97201 USADenver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
机构:
Stanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Stanford Univ, Sch Med, Dept Med, Stanford, CA USAStanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Ladabaum, Uri
Mannalithara, Ajitha
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机构:
Stanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Stanford Univ, Sch Med, Dept Med, Stanford, CA USAStanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Mannalithara, Ajitha
Schoen, Robert E.
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机构:
Univ Pittsburgh, Div Gastroenterol Hepatol & Nutr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Epidemiol, Pittsburgh, PA USAStanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Schoen, Robert E.
Dominitz, Jason A.
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Vet Adm Puget Sound Hlth Care Syst, Seattle, WA USA
Univ Washington, Sch Med, Dept Med, Div Gastroenterol, Seattle, WA USAStanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
Dominitz, Jason A.
Lieberman, David
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Oregon Hlth & Sci Univ, Div Gastroenterol & Hepatol, Portland, OR USAStanford Univ, Sch Med, Div Gastroenterol & Hepatol, Stanford, CA USA
机构:
Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
Fred Hutchinson Canc Res Ctr, Hutchinson Inst Canc Outcomes Res, 1124 Columbia St, Seattle, WA 98104 USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
Roth, Joshua A.
deVos, Theo
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Epigenomics, VP Clin & Sci Affairs, Seattle, WA USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
deVos, Theo
Ramsey, Scott D.
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Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
Fred Hutchinson Canc Res Ctr, Hutchinson Inst Canc Outcomes Res, 1124 Columbia St, Seattle, WA 98104 USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
机构:
Duke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Fisher, Deborah A.
Karlitz, Jordan J.
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Denver Hlth Med Ctr, Div Gastroenterol, Denver, CO USA
Univ Colorado, Sch Med, Denver, CO USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Karlitz, Jordan J.
Jeyakumar, Sushanth
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Maple Hlth Grp LLC, New York, NY USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Jeyakumar, Sushanth
Smith, Nathaniel
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Maple Hlth Grp LLC, New York, NY USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Smith, Nathaniel
Limburg, Paul
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机构:
Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Limburg, Paul
Lieberman, David
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h-index: 0
机构:
Oregon Hlth & Sci Univ, Div Gastroenterol & Hepatol, Portland, OR 97201 USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
Lieberman, David
Fendrick, A. Mark
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h-index: 0
机构:
Univ Michigan, Div Gastroenterol, Ann Arbor, MI 48109 USADuke Univ, Dept Med, Div Gastroenterol, Durham, NC 27708 USA
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EmpiriQA LLC, Long Grove, IL USAEmpiriQA LLC, Long Grove, IL USA
Piscitello, Andrew
Carroll, Lauren N.
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Freenome Holdings Inc, South San Francisco, CA USAEmpiriQA LLC, Long Grove, IL USA
Carroll, Lauren N.
Fransen, Signe
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Freenome Holdings Inc, South San Francisco, CA USAEmpiriQA LLC, Long Grove, IL USA
Fransen, Signe
Wilson, Ben
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Freenome Holdings Inc, South San Francisco, CA USAEmpiriQA LLC, Long Grove, IL USA
Wilson, Ben
Chandra, Tarun
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EmpiriQA LLC, Long Grove, IL USAEmpiriQA LLC, Long Grove, IL USA
Chandra, Tarun
Meester, Reinier
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Freenome Holdings Inc, South San Francisco, CA USA
Freenome Holdings Inc, 279 E Grand Ave,5th Floor, South San Francisco, CA 94080 USAEmpiriQA LLC, Long Grove, IL USA
Meester, Reinier
Putcha, Girish
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Freenome Holdings Inc, South San Francisco, CA USAEmpiriQA LLC, Long Grove, IL USA