Evidence map›Paper›PMID 42528590›Full record

ArticleFrontiers in endocrinology2026

Associations of activities of daily living and their trajectories with the risk of diabetes-related lower-limb amputation: evidence from the HRS and ELSA longitudinal cohorts.

Hui Guo, Zunwang Li, Yunhui Zhang, Ruizheng Zhu, Zhihong Fu, Dongxiao Li, Junde Wu, Zhaojun Chen

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Hui Guo *Department of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Zunwang Li *Department of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Yunhui ZhangDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Ruizheng ZhuDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Zhihong FuDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Dongxiao LiDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Junde WuDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.
Zhaojun ChenDepartment of Orthopedics, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetes-related lower-limb amputation (DLLA) is a severe complication of diabetes associated with considerable disability and mortality. However, the associations of activities of daily living (ADL) and their longitudinal trajectories with DLLA risk remain unclear. Methods: Data from the Health and Retirement Study (HRS; n = 3007) and the English Longitudinal Study of Ageing (ELSA; n = 833) were analyzed. ADL trajectories were identified using Group-Based Trajectory Modeling. Associations of ADL levels and trajectories with diabetes-related lower-limb amputation (DLLA) were evaluated using Cox regression models, with competing-risk, nonlinear, subgroup, and mediation analyses performed as sensitivity and exploratory analyses. Results: During a median follow-up of approximately two survey waves (approximately four years), 986 DLLA events occurred in the HRS cohort and 254 events occurred in the ELSA cohort. Multivariable Cox regression analyses demonstrated that ADL scores were significantly associated with DLLA risk after adjustment for potential confounders (HRS: adjusted HR = 1.10, 95% CI: 1.07-1.14; ELSA: adjusted HR = 1.20, 95% CI: 1.12-1.28). Compared with the Stable-low trajectory group, the risks of DLLA were significantly higher in both the Stable-rise and Stable-high groups. The risk increased by approximately 51%-84% in the Stable-rise group and by 36%-1.31-fold in the Stable-high group. Kaplan-Meier survival analysis showed significant differences in DLLA incidence among the ADL trajectory groups (log-rank P < 0.001). The competing risk analyses yielded results consistent with those of the Cox models. RCS analysis indicated a significant nonlinear association between ADL and DLLA risk, with a threshold effect observed around ADL ≈ 2. Furthermore, mediation analysis suggested that depression partially mediated the association between ADL and DLLA risk. Conclusions: ADL levels and their longitudinal trajectories were significantly associated with the risk of DLLA among individuals with diabetes. Individuals with persistently poor functional status or progressively declining function exhibited the highest risk. Dynamic changes in functional status may serve as useful indicators for identifying individuals at elevated risk of DLLA. Routine assessment of ADL may contribute to risk stratification and clinical monitoring in individuals with diabetes.

Indexed as

Activities of Daily LivingAmputation, SurgicalDiabetes ComplicationsDiabetes MellitusLower ExtremityAgedFemaleHumansLongitudinal StudiesMaleMiddle AgedRisk Factorsactivities of daily livingADLdiabetes-related lower-limb amputationDLLAELSAHRSolder adultstrajectory analysis

Identifiers

PMID42528590
PMCPMC13414750

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.