GLP-1 Receptor Agonist Prescription Patterns in the All of Us Research Program
Gasdaska, A.; Tyndall, B. D.; Preble, E.; Brannock, M. D.; McPheeters, M.; Marcial, L.; Huda, A.; Egan, J.; Litwin, T.; Leggio, L.; Farokhnia, M.; Sastry, C.; Adjemian, J.
Show abstract
ImportanceGlucagon-like peptide-1 receptor agonists (GLP-1RAs) are fast-growing treatments for type 2 diabetes, obesity, and sleep apnea and are under investigation as potential treatments for many other conditions. The National Institutes of Healths (NIHs) All of Us Research Program offers a robust observational data source for studying questions related to GLP-1RA use in real-world settings. ObjectiveThis article describes key characteristics of All of Us participants who have been prescribed GLP-1RAs. The goals are to present the utility of the All of Us data and describe the strengths and limitations of using this resource for future research on GLP-1RAs. DesignUsing the All of Us Controlled Tier Curated Data Repository version 8 (CDRv8), we provide a descriptive analysis of the cohort with GLP-1RA records using cross-sectional surveys, longitudinal electronic health record (EHR) data, and longitudinal Fitbit data. SettingThe All of Us Research Program is a large, federally funded, longitudinal cohort study established in 2018 by NIH. Recruitment efforts are nationwide and target a range of populations to advance precision medicine for all. ParticipantsParticipants are U.S. residents, aged 18 or older at the time of study consent, who were enrolled between May 6, 2018, and October 1, 2023. ExposuresThe GLP-1RA cohort included participants with at least two GLP-1RA prescription records on different days at any time point based on their EHRs. Main OutcomesFrequencies and medians for a range of sociodemographic characteristics, health care utilization patterns, comorbid conditions, GLP-1RA prescription trends, laboratory and observation availability, and Fitbit data. ResultsThe All of Us GLP-1RA cohort is large (n=15 477), with high data availability across a range of relevant data types. These participants are older and have more comorbid conditions than the entire CDRv8 population. Prescription trends indicate rapid uptake of GLP-1RA drugs since 2014. Conclusions and RelevanceAll of Us CDRv8 is a valuable resource for research on GLP-1RAs across a large, heterogeneous cohort of participants. The variety and availability of data offer many possibilities for future observational, real-world research to address unanswered questions about GLP-1RA use and replicate recent findings generated from other datasets. Key pointsO_ST_ABSQuestionC_ST_ABSWhat data are available and what are the patterns of GLP-1 receptor agonist (GLP-1RA) prescriptions among participants in the All of Us Research Program? FindingsIn this descriptive cohort study of 633 534 All of Us participants, 15 477 participants had at least two records of GLP-1RA prescriptions. These participants tended to be older, have more comorbid conditions, and have higher health care utilization than the All of Us population as a whole. MeaningThe All of Us Research Program has a robust array of data to support observational studies of people receiving GLP-1RA prescriptions.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Acute pharmacodynamic responses to sitagliptin: Drug-induced increase in early insulin secretion in oral glucose tolerance test. 91%
- A long-acting GDF15 analog causes robust, sustained weight loss and reduction of food intake in an obese non-human primate model 89%
- A Framework to Quantify Disparities in Pharmacogenomic Treatment Concordance and Drug Response Outcomes 87%
Similar papers in this journal
- Use of semaglutide and risk of non-arteritic anterior ischemic optic neuropathy: A Danish-Norwegian cohort study 92%
- A Microbiome-targeting Fiber-enriched Nutritional Formula is Well Tolerated and Improves Quality of Life and Hemoglobin A1c in Type 2 Diabetes: A Double-Blind, Randomized, Placebo-Controlled Trial 91%
- Comparative Effects of Weight Loss and Incretin-Based Therapies on Endothelial Vasodilatory and Fibrinolytic Function 91%
Similar papers in this journal
- DrugWAS: Leveraging drug-wide association studies to facilitate drug repurposing for COVID-19 92%
- Role of Drugs used for chronic disease management on Susceptibility and Severity of COVID-19: A Large Case-Control Study 90%
- Biobank scale pharmacogenomics informs the genetic underpinnings of simvastatin use 90%
Similar papers in this journal
- Medication Clusters at Hospital Discharge and Risk of Adverse Drug Events at 30-days Post-Discharge: A Population-based Cohort Study of Older Adults 91%
- People exposed to proton pump inhibitors shortly preceding COVID-19 diagnosis are not at an increased risk of subsequent hospitalizations and mortality: a nation-wide matched cohort study 91%
- Dexamethasone use and Mortality in Hospitalized Patients with Coronavirus Disease 2019: a Multicenter Retrospective Observational Study 89%
Similar papers in this journal
- Emulating randomized controlled trials of long-acting insulins and cardiovascular events using real-world data for patients with type 2 diabetes 90%
- Medication, Vaccine, and Folic Acid Use Among Pregnant Women in Belgium: Insights from the BELpREG Cohort 90%
- Benzodiazepine Initiation Effect on Mortality Among Medicare Beneficiaries Post Acute Ischemic Stroke 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.