Treffer: Prevalence of Multiple Chronic Conditions Among Adults in the All of Us Research Program: Exploratory Analysis.

Title:
Prevalence of Multiple Chronic Conditions Among Adults in the All of Us Research Program: Exploratory Analysis.
Authors:
Li X; Goergen Institute for Data Science and Artificial Intelligence, University of Rochester, Rochester, NY, 14627, United States., Dreisbach C; Goergen Institute for Data Science and Artificial Intelligence, University of Rochester, Rochester, NY, 14627, United States.; School of Nursing, University of Rochester, Rochester, NY, United States., Gustafson CM; School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States., Murali KP; Rory Meyers College of Nursing, New York University, New York, NY, United States., Koleck TA; School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States.
Source:
JMIR formative research [JMIR Form Res] 2025 May 12; Vol. 9, pp. e69138. Date of Electronic Publication: 2025 May 12.
Publication Type:
Journal Article
Language:
English
Journal Info:
Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE
Imprint Name(s):
Original Publication: Toronto, ON, Canada : JMIR Publications, [2017]-
References:
J Pain Symptom Manage. 2022 Dec;64(6):555-566. (PMID: 36096320)
Int J Older People Nurs. 2022 Nov;17(6):e12481. (PMID: 35621261)
Health Serv Res. 2021 Oct;56 Suppl 1:973-979. (PMID: 34378192)
MMWR Morb Mortal Wkly Rep. 2022 Jul 29;71(30):964-970. (PMID: 35900929)
N Engl J Med. 2019 Aug 15;381(7):668-676. (PMID: 31412182)
Nat Med. 2023 Jul;29(7):1649-1657. (PMID: 37464031)
J Gerontol B Psychol Sci Soc Sci. 2022 Oct 6;77(10):1867-1879. (PMID: 35642746)
J Hosp Palliat Nurs. 2023 Jun 1;25(3):146-155. (PMID: 37040386)
Grant Information:
K01 NR020504 United States NR NINR NIH HHS; OT2 OD028404 United States OD NIH HHS; R00 NR017651 United States NR NINR NIH HHS
Contributed Indexing:
Keywords: All of Us; United States; electronic health records; multiple chronic conditions; prevalence; secondary data analysis
Entry Date(s):
Date Created: 20250512 Date Completed: 20250513 Latest Revision: 20250730
Update Code:
20250731
PubMed Central ID:
PMC12088611
DOI:
10.2196/69138
PMID:
40354632
Database:
MEDLINE

Weitere Informationen

Background: The growing prevalence of multiple chronic conditions (MCC) has significant impacts on health care systems and quality of life. Understanding the prevalence of MCC throughout adulthood offers valuable insights into the evolving burden of chronic diseases and provides strategies for more effective health care outcomes.
Objective: This study estimated the prevalence and combinations of MCC among adult participants enrolled in the All of Us (AoU) Research Program, especially studying the variations across age categories.
Methods: We conducted an exploratory analysis using electronic health record (EHR) data from adult participants (N=242,828) in the version 7 Controlled Tier AoU Research Program data release. Data analysis was conducted using Python in a Jupyter notebook environment within the AoU Researcher Workbench. Descriptive statistics included condition frequencies, the number of chronic conditions per participant, and prevalence according to age categories. The presence of a chronic condition was determined by documentation of one or more ICD-10 (International Statistical Classification of Diseases, Tenth Revision) codes for the respective condition. Age categories were established and aligned with diagnosis dates and stages of adulthood (early adulthood: 18-39 years; middle adulthood: 40-49 years; late middle adulthood: 50-64 years; late adulthood: 65-74 years; advanced old age: 75-89 years).
Results: Our findings demonstrated that approximately 76% (n=183,753) of AoU participants were diagnosed with MCC, with over 40% (n=98,885) having 6 or more conditions and prevalence increasing with age (from 33.78% in early adulthood to 68.04% in advanced old age). The most frequently occurring MCC combinations varied by age category. Participants aged 18-39 years primarily presented mental health-related MCC combinations (eg, anxiety and depressive disorders; n=845), whereas those aged 40-64 years frequently had combinations of physical conditions such as fibromyalgia, chronic pain, fatigue, and arthritis (204 in middle adulthood and 457 in late middle adulthood). In late adulthood and advanced old age, hyperlipidemia and hypertension were the most commonly occurring MCC combinations (n=200 and n=59, respectively).
Conclusions: We report notable prevalence of MCC throughout adulthood and variability in MCC combinations by age category in AoU participants. The significant prevalence of MCC underscores a considerable public health challenge, revealed by distinct condition combinations that shift across different life stages. Early adulthood is characterized predominantly by mental health conditions, transitioning to cardiometabolic and physical health conditions in middle, late, and advanced ages. These findings highlight the need for targeted, innovative care modalities and population health initiatives to address the burden of MCC throughout adulthood.
(© Xintong Li, Caitlin Dreisbach, Carolina M Gustafson, Komal Patel Murali, Theresa A Koleck. Originally published in JMIR Formative Research (https://formative.jmir.org).)