1. Evaluation of Real-World Tumor Response Derived From Electronic Health Record Data Sources: A Feasibility Analysis in Patients With Metastatic Non-Small Cell Lung Cancer Treated With Chemotherapy.
- Author
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McKelvey BA, Garrett-Mayer E, Rivera DR, Alabaster A, Andrews HS, Bond EG, Brown TD, Bruno A, Damato L, Espirito JL, Fernandes LL, Hansen E, Kluetz P, Ma X, McCracken A, Mishra-Kalyani PS, Natanzon Y, Potter D, Robert NJ, Schwartz L, Schwind R, Sweetnam C, Wagner J, Stewart MD, and Allen JD
- Subjects
- Humans, Female, Male, Middle Aged, Aged, Retrospective Studies, Treatment Outcome, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Adult, Neoplasm Metastasis, Aged, 80 and over, Carcinoma, Non-Small-Cell Lung drug therapy, Carcinoma, Non-Small-Cell Lung pathology, Electronic Health Records, Lung Neoplasms drug therapy, Lung Neoplasms pathology, Feasibility Studies
- Abstract
Purpose: Real-world data (RWD) holds promise for ascribing a real-world (rw) outcome to a drug intervention; however, ascertaining rw-response to treatment from RWD can be challenging. Friends of Cancer Research formed a collaboration to assess available data attributes related to rw-response across RWD sources to inform methods for capturing, defining, and evaluating rw-response., Materials and Methods: This retrospective noninterventional (observational) study included seven electronic health record data companies (data providers) providing summary-level deidentified data from 200 patients diagnosed with metastatic non-small cell lung cancer (mNSCLC) and treated with first-line platinum doublet chemotherapy following a common protocol. Data providers reviewed the availability and frequency of data components to assess rw-response (ie, images, radiology imaging reports, and clinician response assessments). A common protocol was used to assess and report rw-response end points, including rw-response rate (rwRR), rw-duration of response (rwDOR), and the association of rw-response with rw-overall survival (rwOS), rw-time to treatment discontinuation (rwTTD), and rw-time to next treatment (rwTTNT)., Results: The availability and timing of clinician assessments was relatively consistent across data sets in contrast to images and image reports. Real-world response was analyzed using clinician response assessments (median proportion of patients evaluable, 77.5%), which had the highest consistency in the timing of assessments. Relative consistency was observed across data sets for rwRR (median 46.5%), as well as the median and directionality of rwOS, rwTTD, and rwTTNT. There was variability in rwDOR across data sets., Conclusion: This collaborative effort demonstrated the feasibility of aligning disparate data sources to evaluate rw-response end points using clinician-documented responses in patients with mNSCLC. Heterogeneity exists in the availability of data components to assess response and related rw-end points, and further work is needed to inform drug effectiveness evaluation within RWD sources.
- Published
- 2024
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