Citation only
via Europe PMC
Regional disparities and metabolic determinants of type 2 diabetes in women aged 55 and older.
Zhang K, Kan C, Xu W, Han F, Hou N, Zheng T, Li X, Sun X, Xue Y.
Menopause (New York, N.Y.) · 2026
Abstract
<h4>Objective</h4>To assess long-term trends, regional disparities, determinants, and quality of care for type 2 diabetes mellitus (T2DM) among women aged 55 years or above worldwide.<h4>Methods</h4>Using Global Burden of Disease 2023 data, we quantified incidence, mortality, and disability-adjusted life years (DALYs) attributable to T2DM among women aged 55 years or above from 1990 to 2023. Temporal trends were evaluated using joinpoint regression. Regional determinants were identified through explainable machine learning models (XGBoost with Shapley Additive Explanations). A Quality-of-Care Index, derived from mortality, disability, and prevalence indicators, was constructed to evaluate health care performance.<h4>Results</h4>In 2023, South Asia recorded the largest absolute burden of T2DM among women aged 55 years or above, with 749,064 cases (95% uncertainty intervals [UI] 592,209-892,315), 274,542 deaths (171,620-381,640), and 8.11 million DALYs (5.82-10.43 million), followed by East Asia and high-income North America. From 1990 to 2023, Eastern Europe exhibited the steepest long-term increases in age-standardized incidence, mortality, and DALYs rates, with an average annual percent change of 2.49% for incidence and 3.97% for mortality. Mortality and DALYs burdens peaked among women aged 65-69 years. Across regions, high fasting plasma glucose, high body mass index, and low physical activity were the leading contributors to disease burden. Distinct regional risk patterns were observed, including air pollution in Asia, unhealthy dietary patterns in high-income North America, sedentary behavior in Oceania, and alcohol use in South Asia. Lower Quality-of-Care Index scores were strongly associated with higher mortality and DALYs rates, highlighting substantial inequities in diabetes care.<h4>Conclusions</h4>The escalating burden of T2DM among women aged 55 years or older reflects interactions between biological aging and metabolic, behavioral, and environmental risks. Age-targeted prevention, improved care quality, and mitigation of modifiable exposures are critical to reduce diabetes-related disability globally.
◌ CITATION ONLY
Full text is not openly licensed for redistribution here. Read it at the source:
Provenance
- Source
- Europe PMC
- DOI
- 10.1097/gme.0000000000002797
- Canonical
- link ↗
- Fetched
- 2026-07-02 MST
Cite this
APA
K, Z., C, K., W, X., F, H., N, H., T, Z., X, L., X, S., & Y., X. (2026). Regional disparities and metabolic determinants of type 2 diabetes in women aged 55 and older. <em>Menopause (New York, N.Y.)</em>. https://doi.org/10.1097/gme.0000000000002797
Vancouver
K Z, C K, W X, F H, N H, T Z, et al. Regional disparities and metabolic determinants of type 2 diabetes in women aged 55 and older. Menopause (New York, N.Y.). 2026. doi:10.1097/gme.0000000000002797.
BibTeX
@article{zhang2026Region,
title = {Regional disparities and metabolic determinants of type 2 diabetes in women aged 55 and older.},
author = {Zhang K and Kan C and Xu W and Han F and Hou N and Zheng T and Li X and Sun X and Xue Y.},
journal = {Menopause (New York, N.Y.)},
year = {2026},
doi = {10.1097/gme.0000000000002797},
}
Research neighborhood
References, citing works, and semantically nearest findings. Click a node to open it.
Related findings
Diabetes, obesity & metabolism 2026
Citation only
The Burden of Alzheimer's Disease and Other Dementias Attribute to Metabolic Risks in Western Europe From 1990 to 2023.
Frontiers in Public Health 2025
Open access · CC-BY
The current status, trends, and challenges of Alzheimer’s disease and other dementias in Asia (1990–2036)
JAMA Oncology 2016
Open access · OA
Prolonged Nightly Fasting and Breast Cancer Prognosis
Journal of International Medical Research 2016
Open access · CC-BY
Association between telomere length and diabetes mellitus: A meta-analysis
Diabetes research and clinical practice 2026
Citation only
Global burden of chronic kidney disease due to type 2 diabetes in adults from 1990 to 2021, with exploratory projections to 2036: a systematic analysis of the Global Burden of Disease Study 2021.
Nutrients 2026
Open access · OA