Evidence map›Paper›PMID 42181177›Full record

ArticleFrontiers in endocrinology2026

Multimorbidity and its associations with physical function, fall risk, and hospitalization cost in adults with type 1 diabetes: a cross-sectional study.

Minxi Lao, Xiang Zhang, Xiaoyi Ma, Jingya Wang, Jieming Mai, Haipeng Xiao, Jin Li, Lei Su

Abstract read
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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Minxi Lao *Department of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Xiang Zhang *Department of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Xiaoyi MaDepartment of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Jingya WangSchool of Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, United Kingdom.
Jieming MaiDepartment of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Haipeng XiaoDepartment of Endocrinology, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Jin LiDepartment of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Lei SuDepartment of Geriatrics, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Multiple long-term conditions co-occur in people with type 1 diabetes. We aim to investigate the association between comorbidities and physical function, fall risk and hospitalization cost. Methods: A cross-sectional study was conducted at the First Affiliated Hospital of Sun Yat-sen University. Adult patients with type 1 diabetes admitted between 2021 and 2025 were included. Prevalence of each morbidity was compared in people with different diabetes duration. ADL was assessed by the Barthel Index. Fall risk was evaluated by the Johns Hopkins Fall Risk Assessment Tool. Logistic regression models were used to analyze the association between multimorbidity and physical function and fall risk. Linear regression was used between eight variables and hospitalization costs. Variables associated with increasing risk of multimorbidity were identified using multivariate logistic regression model. Results: The mean number of morbidities per patient was 3.6 ± 1.8, with 31.4% (n=118), 41.5% (n=156), and 27.1% (n=102) had 1-2, 3-4, and ≥5 morbidities. Cardiovascular, kidney, metabolic conditions were the most prevalent comorbidities. Cataract, anemia, cancer, autoimmune thyroid disorders, chronic obstructive pulmonary disease, and mental health disorders were also notable. Older age and longer diabetes duration were strongly associated with higher multimorbidity burden. Increased multimorbidity was associated with higher fall risk (odds ratio (OR): 1.23, 95% confidence interval (CI): 1.01-1.52) (P<0.05), greater dependence in Activities of daily living (OR: 1.58, 95% CI: 1.08-2.32) (P = 0.02) and elevated hospitalization costs (β: 66.12, 95% CI: 14.65-117.58) (P = 0.012). Conclusions: Our findings demonstrate that multimorbidity is highly prevalent among Chinese adults with T1D. A higher burden of multimorbidity is significantly associated with adverse functional outcomes, including increased fall risk and greater dependence in ADL, as well as higher hospitalization costs. These findings highlight the critical need to integrate assessments of functional status, fall risk, and multimorbidity into routine clinical care for adults with T1D.

Indexed as

Accidental FallsDiabetes Mellitus, Type 1HospitalizationMultimorbidityActivities of Daily LivingAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk Factorsactivity of daily livingcomorbidity burdenfall riskhospitalization costtype 1 diabetes

Identifiers

PMID42181177
PMCPMC13189871

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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 OpenQuestion graph.