Evidence map›Paper›PMID 35088201›Full record

ArticleJournal of general internal medicine2022

Prevalent Multimorbidity Combinations Among Middle-Aged and Older Adults Seen in Community Health Centers.

Ana R Quiñones, Steele H Valenzuela, Nathalie Huguet, Maria Ukhanova, Miguel Marino, Jennifer A Lucas, Jean O'Malley, Teresa D Schmidt, Robert Voss, Katherine Peak and 2 more

Open access · bronzeAbstract read
In one paragraph

Article in Journal of general internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 1 pooled it
5.0field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. Cervical Cancer Screening and Prevention among Latinas in the United States among a Network of Community Health Centers.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
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  3. Article
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  6. Association of multimorbidity trajectories from early adulthood through middle age with middle-age physical function.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 2 institutions in 1 country.

Ana R QuiñonesDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA. quinones@ohsu.edu.
Steele H ValenzuelaDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Nathalie HuguetDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Maria UkhanovaDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Miguel MarinoDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Jennifer A LucasDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Jean O'MalleyDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Teresa D SchmidtResearch Department, OCHIN Inc., Portland, OR, USA.
Robert VossResearch Department, OCHIN Inc., Portland, OR, USA.
Katherine PeakDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Nathaniel T WarrenResearch Department, OCHIN Inc., Portland, OR, USA.
John HeintzmanDepartment of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
Oregon Health & Science University · USOchin · US

Funding

Aging in Community Health Clinics: Multimorbidity Patterns among Middle-Aged and Older Adults (ACHES)R01AG061386 · NIA · OREGON HEALTH & SCIENCE UNIVERSITY · PI QUINONES, ANA ROMAN · 2019 to 2023
$2.9M
NIA NIH HHS R01 AG061386
6 · The paper itself

Abstract

backgroundMultimorbidity (≥ 2 chronic diseases) is associated with greater disability and higher treatment burden, as well as difficulty coordinating self-management tasks for adults with complex multimorbidity patterns. Comparatively little work has focused on assessing multimorbidity patterns among patients seeking care in community health centers (CHCs).

objectiveTo identify and characterize prevalent multimorbidity patterns in a multi-state network of CHCs over a 5-year period.

designA cohort study of the 2014-2019 ADVANCE multi-state CHC clinical data network. We identified the most prevalent multimorbidity combination patterns and assessed the frequency of patterns throughout a 5-year period as well as the demographic characteristics of patient panels by prevalent patterns.

participantsThe study included data from 838,642 patients aged ≥ 45 years who were seen in 337 CHCs across 22 states between 2014 and 2019. MAIN MEASURES: Prevalent multimorbidity patterns of somatic, mental health, and mental-somatic combinations of 22 chronic diseases based on the U.S. Department of Health and Human Services Multiple Chronic Conditions framework: anxiety, arthritis, asthma, autism, cancer, cardiac arrhythmia, chronic kidney disease (CKD), chronic obstructive pulmonary disease (COPD), congestive heart failure, coronary artery disease, dementia, depression, diabetes, hepatitis, human immunodeficiency virus (HIV), hyperlipidemia, hypertension, osteoporosis, post-traumatic stress disorder (PTSD), schizophrenia, substance use disorder, and stroke. KEY

resultsMultimorbidity is common among middle-aged and older patients seen in CHCs: 40% have somatic, 6% have mental health, and 24% have mental-somatic multimorbidity patterns. The most frequently occurring pattern across all years is hyperlipidemia-hypertension. The three most frequent patterns are various iterations of hyperlipidemia, hypertension, and diabetes and are consistent in rank of occurrence across all years. CKD-hyperlipidemia-hypertension and anxiety-depression are both more frequent in later study years.

conclusionsCHCs are increasingly seeing more complex multimorbidity patterns over time; these most often involve mental health morbidity and advanced cardiometabolic-renal morbidity.

Indexed as

Diabetes MellitusHyperlipidemiasHypertensionRenal Insufficiency, ChronicAgedChronic DiseaseCohort StudiesCommunity Health CentersComorbidityHumansMiddle AgedMultimorbidityPrevalencecommunity health centersmultimorbiditymultiple chronic conditionssafety-net clinicsvulnerable populations

Identifiers

PMID35088201
PMCPMC9585110
OpenAlexW4210668540

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.