Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program
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作者:
Cronin, Robert M.
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Ohio State Univ, Dept Med, Columbus, OH 43210 USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Cronin, Robert M.
[1
,2
]
Halvorson, Alese E.
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Halvorson, Alese E.
[1
]
Springer, Cassie
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Springer, Cassie
[1
]
Feng, Xiaoke
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Feng, Xiaoke
[1
]
Sulieman, Lina
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Sulieman, Lina
[1
]
Loperena-Cortes, Roxana
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Loperena-Cortes, Roxana
[1
]
Mayo, Kelsey
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Mayo, Kelsey
[1
]
Carroll, Robert J.
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Carroll, Robert J.
[1
]
Chen, Qingxia
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Chen, Qingxia
[1
]
Ahmedani, Brian K.
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Henry Ford Hlth Syst, Ctr Hlth Policy & Hlth Serv Res, Detroit, MI USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Ahmedani, Brian K.
[3
]
Karnes, Jason
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Univ Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Karnes, Jason
[4
]
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Korf, Bruce
[5
]
O'Donnell, Christopher J.
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机构:
Vet Adm Boston Healthcare Syst, Dept Med, Boston, MA USA
Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
O'Donnell, Christopher J.
[6
,7
]
Qian, Jun
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Qian, Jun
[1
]
Ramirez, Andrea H.
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Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USAVanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
Ramirez, Andrea H.
[1
]
机构:
[1] Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN USA
[2] Ohio State Univ, Dept Med, Columbus, OH 43210 USA
[3] Henry Ford Hlth Syst, Ctr Hlth Policy & Hlth Serv Res, Detroit, MI USA
[4] Univ Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ USA
[5] Univ Alabama Birmingham, Dept Genet, Birmingham, AL USA
[6] Vet Adm Boston Healthcare Syst, Dept Med, Boston, MA USA
[7] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA USA
Family health history;
precision medicine;
health surveys;
electronic health records;
CANCER;
CORONARY;
D O I:
10.1093/jamia/ocaa315
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Objective: Family health history is important to clinical care and precision medicine. Prior studies show gaps in data collected from patient surveys and electronic health records (EHRs). The All of Us Research Program collects family history from participants via surveys and EHRs. This Demonstration Project aims to evaluate availability of family health history information within the publicly available data from All of Us and to characterize the data from both sources. Materials and Methods: Surveys were completed by participants on an electronic portal. EHR data was mapped to the Observational Medical Outcomes Partnership data model. We used descriptive statistics to perform exploratory analysis of the data, including evaluating a list of medically actionable genetic disorders. We performed a subanalysis on participants who had both survey and EHR data. Results: There were 54 872 participants with family history data. Of those, 26% had EHR data only, 63% had survey only, and 10.5% had data from both sources. There were 35 217 participants with reported family history of a medically actionable genetic disorder (9% from EHR only, 89% from surveys, and 2% from both). In the subanalysis, we found inconsistencies between the surveys and EHRs. More details came from surveys. When both mentioned a similar disease, the source of truth was unclear. Conclusions: Compiling data from both surveys and EHR can provide a more comprehensive source for family health history, but informatics challenges and opportunities exist. Access to more complete understanding of a person's family health history may provide opportunities for precision medicine.
机构:
Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Sidhu, Sophia
Saseendrakumar, Bharanidharan Radha
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Saseendrakumar, Bharanidharan Radha
Varkhedi, Varsha
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Varkhedi, Varsha
Wu, Jo-Hsuan
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Wu, Jo-Hsuan
Parikh, Arnan
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Parikh, Arnan
Nudleman, Eric
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Nudleman, Eric
Do, Jiun
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Do, Jiun
Moghimi, Sasan
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Moghimi, Sasan
Weinreb, Robert
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Weinreb, Robert
Baxter, Sally Liu
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Univ Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, La Jolla, CA USA
Univ Calif San Diego, UCSD Hlth, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Div Ophthalmol Informat & Data Sci, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
机构:
Cornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
Mao, Jialin
Matheny, Michael
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Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN USA
Vanderbilt Univ, Med Ctr, Dept Biostat, Nashville, TN USA
Vanderbilt Univ, Med Ctr, Dept Med, Nashville, TN USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
Matheny, Michael
Smolderen, Kim G.
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Yale Univ, Yale Sch Med, Dept Internal Med, Sect Cardiovasc Med, New Haven, CT USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
Smolderen, Kim G.
Mena-Hurtado, Carlos
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Yale Univ, Yale Sch Med, Dept Internal Med, Sect Cardiovasc Med, New Haven, CT USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
Mena-Hurtado, Carlos
Sedrakyan, Art
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Cornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
Sedrakyan, Art
Goodney, Philip
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Dartmouth Hitchcock Med Ctr, Dept Surg, Sect Vasc Surg, Lebanon, NH USACornell Univ, Joan & Sanford I Weill Med Coll, Populat Hlth Sci, New York, NY 10065 USA
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Vet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USA
Univ Washington, Sch Publ Hlth, Dept Hlth Syst & Populat Hlth, Seattle, WA 98195 USAVet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USA
Williams, Emily C.
Fletcher, Olivia V.
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Vet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USAVet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USA
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Frost, Madeline C.
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Vet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USA
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Harris, Alex H. S.
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Vet Affairs Palo Alto Hlth Care Syst, Ctr Innovat Implementat, Menlo Pk, CA USA
Stanford Univ, Sch Med, Dept Surg, Palo Alto, CA 94304 USAVet Affairs Puget Sound Hlth Care Syst, Hlth Serv Res & Dev Ctr Innovat Veteran Centered, Seattle, WA USA
Harris, Alex H. S.
Washington, Donna L.
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Vet Affairs Greater Los Angeles Healthcare Syst, Vet Affairs Hlth Serv Res & Dev Ctr Study Healthc, Los Angeles, CA USA
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Washington, Donna L.
Hoggatt, Katherine J.
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San Francisco Vet Affairs Hlth Care Syst, San Francisco, CA USA
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