Evidence mapPaperPMID 34003280Full record

ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2021

Reexamining the Classification of Older Adults With Diabetes by Comorbidities and Exploring Relationships With Frailty, Disability, and 5-year Mortality.

Vania Leung, Kristen Wroblewski, L Philip Schumm, Megan Huisingh-Scheetz, Elbert S Huang

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Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
field-weighted citation impact
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

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3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Vania LeungDepartment of Academic Internal Medicine and Geriatrics, University of Illinois at Chicago, USA.
Kristen WroblewskiDepartment of Public Health Sciences, University of Chicago, Illinois, USA.
L Philip SchummDepartment of Public Health Sciences, University of Chicago, Illinois, USA.
Megan Huisingh-ScheetzSection of Geriatrics and Palliative Medicine, University of Chicago, Illinois, USA.
Elbert S HuangSection of General Internal Medicine, University of Chicago, Illinois, USA.

Funding

National Social Life, Health and Aging Project (RMI)R01AG021487 · NATIONAL OPINION RESEARCH CENTER · 2003 to 2005
$7.9M
National Social Life, Health, and Aging Project: Round 5R01AG048511 · NATIONAL OPINION RESEARCH CENTER · 2025 to 2025
$7.0M
National Social Life, Health, and Aging Project: Rounds 4.2 and 4.4R01AG043538 · NATIONAL OPINION RESEARCH CENTER · 2025 to 2025
$1.5M
Research Design, Data, and Analytics CoreP30DK092949 · UNIVERSITY OF CHICAGO · 2025 to 2025
$660k
NIA NIH HHS K23 AG049106NIA NIH HHS K23AG049106NIA NIH HHS K24 AG069080NIA NIH HHS R01 AG033903NIA NIH HHS R01 AG043538NIA NIH HHS R01 AG048511NIA NIH HHS R01 AG060756NIA NIH HHS R37 AG030481NIDDK NIH HHS P30 DK092949NIH HHS R01AG021487
6 · The paper itself

Abstract

backgroundLimited research has been conducted to risk stratify older adults with diabetes. Our objective was to reexamine the 2005-2006 classification systems in participants who are now 5 years older.

methodsWe examined a subsample of 884 community-residing older adults with the diagnosis of diabetes from the National Social Life, Health, and Aging Project. The primary objective was to utilize a latent class analysis (LCA) to fit a model to 11 comorbidities, comparing the 2010-2011 LCA model to that of 2005-2006. The secondary objective was to evaluate the association of the identified classes with frailty, disability, and 5-year mortality.

resultsBoth 2005-2006 LCA and the 2010-2011 LCA model fit 3 similar comorbidity profiles: Class 1 with the lowest rates of nearly all comorbidities, Class 2 had highest rates of obesity, hypertension, arthritis, and incontinence, and Class 3 had the higher rates of myocardial infarctions, congestive heart failure, and stroke. When compared to the healthier Class 1 (class probability = 0.67), participants with a comorbidity profile with more prevalent cardiovascular conditions (Class 3; 0.09) were at higher risk of frailty and mortality, but not disability; whereas participants with a comorbidity profile with more prevalent geriatric syndrome conditions (Class 2; 0.24) were at higher risk of frailty and disability, but not mortality.

conclusionsWe reconfirmed 3 latent classes with distinct comorbidity profiles among older adults with diabetes. However, the complex relationships between comorbidity classes with frailty, disability, and mortality will likely require revision of the current rationale for stratified goal setting and treatment selection.

Indexed as

Diabetes MellitusFrailtyPersons with DisabilitiesAgedAgingComorbidityFrail ElderlyGeriatric AssessmentHumansCardiovascularLatent classStratification

Identifiers

PMID34003280
PMCPMC8514058

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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 Socratic graph.