Analyzing Precision Medicine Utilization with Real-World Data: A Scoping Review

被引:3
作者
Douglas, Michael P. [1 ]
Kumar, Anika [2 ]
机构
[1] Univ Calif San Francisco, Dept Clin Pharm, Ctr Translat & Policy Res Precis Med TRANSPERS, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Sch Med, San Francisco, CA 94143 USA
来源
JOURNAL OF PERSONALIZED MEDICINE | 2022年 / 12卷 / 04期
关键词
real-world data; precision medicine; registry; utilization; scoping review; RECURRENCE SCORE ASSAY; STAGE BREAST-CANCER; GENETIC TEST UTILIZATION; MEDICARE BENEFICIARIES; HEREDITARY BREAST; CLINICAL IMPACT; UNITED-STATES; 21-GENE ASSAY; POPULATION; COSTS;
D O I
10.3390/jpm12040557
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Precision medicine (PM), specifically genetic-based testing, is currently used in over 140,000 individual tests to inform the clinical management of disease. Though several databases (e.g., the NIH Genetic Testing Registry) demonstrate the availability of these sequencing-based tests, we do not currently understand the extent to which these tests are used. There exists a need to synthesize the body of real-world data (RWD) describing the use of sequencing-based tests to inform their appropriate use. To accomplish this, we performed a scoping review to examine what RWD sources have been used in studies of PM utilization between January 2015 and August 2021 to characterize the use of genome sequencing (GS), exome sequencing (ES), tumor sequencing (TS), next-generation sequencing-based panels (NGS), gene expression profiling (GEP), and pharmacogenomics (PGx) panels. We abstracted variables describing the use of these types of tests and performed a descriptive statistical analysis. We identified 440 articles in our search and included 72 articles in our study. Publications based on registry databases were the most common, followed by studies based on private insurer administrative claims. Slightly more than one-third (38%) used integrated datasets. Two thirds (67%) of the studies focused on the use of tests for oncological clinical applications. We summarize the RWD sources used in peer-reviewed literature on the use of PM. Our findings will help improve future study design by encouraging the use of centralized databases and registries to track the implementation and use of PM.
引用
收藏
页数:10
相关论文
共 86 条
  • [1] Genetic identification of familial hypercholesterolemia within a single US health care system
    Abul-Husn, Noura S.
    Manickam, Kandamurugu
    Jones, Laney K.
    Wright, Eric A.
    Hartzel, Dustin N.
    Gonzaga-Jauregui, Claudia
    O'Dushlaine, Colm
    Leader, Joseph B.
    Kirchner, H. Lester
    Lindbuchler, D'Andra M.
    Barr, Marci L.
    Giovanni, Monica A.
    Ritchie, Marylyn D.
    Overton, John D.
    Reid, Jeffrey G.
    Metpally, Raghu P. R.
    Wardeh, Amr H.
    Borecki, Ingrid B.
    Yancopoulos, George D.
    Baras, Aris
    Shuldiner, Alan R.
    Gottesman, Omri
    Ledbetter, David H.
    Carey, David J.
    Dewey, Frederick E.
    Murray, Michael F.
    [J]. SCIENCE, 2016, 354 (6319)
  • [2] 21-Gene Recurrence Score Testing in HER2-positive Patients
    Altman, Ariella M.
    Marmor, Schelomo
    Tuttle, Todd M.
    Hui, Jane Yuet Ching
    [J]. CLINICAL BREAST CANCER, 2019, 19 (02) : 126 - 130
  • [3] The landscape of pharmacogenetic testing in a US managed care population
    Anderson, Heather D.
    Crooks, Kristy R.
    Kao, David P.
    Aquilante, Christina L.
    [J]. GENETICS IN MEDICINE, 2020, 22 (07) : 1247 - 1253
  • [4] [Anonymous], 2021, RWE REGISTRY DEV REA
  • [5] Utilization and Outcomes of BRCA Genetic Testing and Counseling in a National Commercially Insured Population The ABOUT Study
    Armstrong, Joanne
    Toscano, Michele
    Kotchko, Nancy
    Friedman, Sue
    Schwartz, Marc D.
    Virgo, Katherine S.
    Lynch, Kristian
    Andrews, James E.
    Loi, Claudia X. Aguado
    Bauer, Joseph E.
    Casares, Carolina
    Clark, Elizabeth Bourquardez
    Kondoff, Matthew R.
    Molina, Ashley D.
    Abdollahian, Mehrnaz
    Walker, Gregg
    Sutphen, Rebecca
    [J]. JAMA ONCOLOGY, 2015, 1 (09) : 1251 - 1260
  • [6] Genetic test utilization and diagnostic yield in adult patients with neurological disorders
    Bardakjian, Tanya M.
    Helbig, Ingo
    Quinn, Colin
    Elman, Lauren B.
    McCluskey, Leo F.
    Scherer, Steven S.
    Gonzalez-Alegre, Pedro
    [J]. NEUROGENETICS, 2018, 19 (02) : 105 - 110
  • [7] Reconciling evidence-based medicine and precision medicine in the era of big data: challenges and opportunities
    Beckmann, Jacques S.
    Lew, Daniel
    [J]. GENOME MEDICINE, 2016, 8
  • [8] Use of combinatorial pharmacogenomic guidance in treating psychiatric disorders
    Benitez, Joachim
    Cool, Christina L.
    Scotti, Dennis J.
    [J]. PERSONALIZED MEDICINE, 2018, 15 (06) : 481 - 494
  • [9] Evaluating patterns of utilization of gene signature panels and impact on treatment patterns in patients with ductal carcinoma in situ of the breast
    Bhutiani, Neal
    Vuong, Brooke
    Egger, Michael E.
    Eldredge-Hindy, Harriet
    McMasters, Kelly M.
    Ajkay, Nicolas
    [J]. SURGERY, 2019, 166 (04) : 509 - 514
  • [10] Factors associated with genetic testing in a cohort of breast cancer survivors
    Blaes, Anne H.
    Jewett, Patricia, I
    McKay, Kathleen
    Riley, Danielle
    Jatoi, Ismail
    Trentham-Dietz, Amy
    Chrischilles, Elizabeth
    Klemp, Jennifer R.
    [J]. BREAST JOURNAL, 2019, 25 (06) : 1241 - 1244