Madeline Richey, Christina Fullerton, Qianyi Zhang, Tori Williams, Douglas Donnelly, Hannah C Wise, Aaron Dolor, Niquelle Wadé, Kelly Magee
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引用次数: 0
Abstract
Introduction: Methods for assessing change in tumor burden differ between clinical trial and routine clinical care settings, presenting a unique opportunity to design novel methods to capture clinical outcomes from electronic health record (EHR) data. We adapted a previously established approach for solid tumors and modified it to capture real-world progression (rwP) and real-world insufficient response (rwIR) events in non-Hodgkin lymphoma (NHL).
Methods: This study used a nationwide EHR-derived deidentified database. The first phase assessed the rwP/rwIR approach in patients with follicular lymphoma (FL) and diffuse large B cell lymphoma (DLBCL). The second phase assessed the approach in a larger cohort of patients with mantle cell lymphoma (MCL). Performance was assessed through inter-abstractor agreement on event occurrence, date, and type, clinician assessment and source data completeness, downstream events after an rwP/rwIR event, and time-to-event analyses (real-world progression-free [rwPFS] and event-free [rwEFS] survival) and their correlation with real-world overall survival (rwOS).
Results: A total of 6162 patients with NHL were included in the study, comprising 672 patients with FL (median age, 64 years; female, 49%; male, 51%), 405 patients with DLBCL (median age, 70 years; female, 42%; male, 58%), and 5085 patients with MCL (median age, 69 years; female, 27%; male, 73%). Inter-abstractor agreement among all cohorts was 96-97% for event occurrence and 85-89% for event date within 30 days. The proportion of patients with an rwP/rwIR event was 26% in the FL cohort, 27% in the DLBCL cohort, and 42% in the MCL cohort. Clinically relevant downstream events were observed in 58% of the FL cohort, 63% of the DLBCL cohort, and 73% of the MCL cohort. In the MCL cohort, median rwPFS was 34.5 months, and median rwEFS was 32.2 months. Real-world OS correlated more strongly with rwPFS (85%) than with rwEFS (80%).
Conclusions: The NHL-specific rwP/rwIR approach is feasible, reliable, and scalable. Observed inter-abstractor agreement and rwP/rwIR event frequency show applicability across NHL cohorts. Endpoint analyses and correlations with rwOS in a real-world population demonstrate the clinical relevance of this approach.
期刊介绍:
Advances in Therapy is an international, peer reviewed, rapid-publication (peer review in 2 weeks, published 3–4 weeks from acceptance) journal dedicated to the publication of high-quality clinical (all phases), observational, real-world, and health outcomes research around the discovery, development, and use of therapeutics and interventions (including devices) across all therapeutic areas. Studies relating to diagnostics and diagnosis, pharmacoeconomics, public health, epidemiology, quality of life, and patient care, management, and education are also encouraged.
The journal is of interest to a broad audience of healthcare professionals and publishes original research, reviews, communications and letters. The journal is read by a global audience and receives submissions from all over the world. Advances in Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an international and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of all scientifically and ethically sound research.