SynthesisBioMed research international2021
A Systematic Review of the Patterns of Associative Multimorbidity in Asia.
Synthesis in BioMed research international, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.
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Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Identifying clusters of multimorbid disease and differences by age, sex, and socioeconomic status: A systematic review.PloS one · 2025Pooled it
- Social determinants of multimorbidity patterns: A systematic review.Frontiers in public health · 2023Pooled it
- Article
- Differences in patient-reported outcomes across multimorbidity profiles in primary care: evidence from the first cycle of the OECD Patient Reported Indicator Surveys (PaRIS).BMC primary care · 2026Article
- Projecting the 20-year healthcare resource burden of asthma and COPD multimorbidity: insights from Singapore for integrated chronic respiratory care in South-East Asia.NPJ primary care respiratory medicine · 2026Article
- Multimorbidity patterns, sociodemographic characteristics, and mortality: Data science insights from low-resource settings.American journal of epidemiology · 2026Article
- Development of a risk assessment model for multimorbidity of diabetes, hypertension, and coronary heart disease with XGBoost in primary care in Shanghai, China: a retrospective study.BMC cardiovascular disorders · 2026Article
- Article
- Economic burden of asthma multimorbidity in Singapore: Shadow costs of steroid use.The World Allergy Organization journal · 2025Article
- Prevalence, incidence, risk factors and economic burden in multimorbidity among adult Indians: the MILAN cohort study protocol.BMJ open · 2025Article
- Multimorbidity clusters: translating research evidence into actionable interventions.European geriatric medicine · 2025Article
- Prevalence, combination patterns, and quality of life factors of multimorbidity among older adults in southern China based on the health ecological model.Journal of global health · 2025Article
- The association between multimorbidity patterns and physical frailty among middle-aged and older community-dwelling adults: the mediating role of depressive symptoms.Frontiers in public health · 2025Article
- Article
- Chronic disease and multimorbidity in the Chinese older adults' population and their impact on daily living ability: a cross-sectional study of the Chinese Longitudinal Healthy Longevity Survey (CLHLS).Archives of public health = Archives belges de sante publique · 2024Article
- Overview of multimorbidity research in India: a scoping review protocol.Wellcome open research · 2024Article
- Topic modeling identifies novel genetic loci associated with multimorbidities in UK Biobank.Cell genomics · 2023Article
- Prevalence and Patterns of Multimorbidity Among Adults Aged 18 Years and Older - China, 2018.China CDC weekly · 2023Article
- Spatial patterns in sociodemographic factors explain to a large extent the prevalence of hypertension and diabetes in Aragon (Spain).Frontiers in medicine · 2023Article
- Multimorbidity Patterns and Associations with Gait, Balance and Lower Extremity Muscle Function in the Elderly: A Cross-Sectional Study in Northwest China.International journal of general medicine · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Patients with multimorbidity are commonly seen in primary care. An increasing number of multimorbidity patterns are being reported in the Western literature with a few from Asia. The main objective of this systematic review was to describe patterns of associative multimorbidity, defined as associations beyond chance or patterns of diseases, in the Asian population. We searched Medical Literature Analysis and Retrieval System Online (MEDLINE (Ovid)), Excerpta Medica Database (EMBASE), Cumulative Index to Nursing and Allied Health Literature (CINAHL), Web of Science (Clarivate Analytics), and Scopus (Elsevier) databases from their inception to April 22, 2019 using medical subject headings, keywords in titles, abstracts, and text. We used the Modified Newcastle-Ottawa Scale for risk-of-bias assessment. Eight articles from China, India, Indonesia, and Japan met the inclusion criteria. Patterns of associative multimorbidity were reported as dyadic/triadic disease combinations or disease clusters. The most common multimorbidity pattern, "cardiovascular and metabolic diseases," was identified in six of eight articles. The other four multimorbidity patterns are comprised of "mental health problems," "degenerative diseases," pulmonary diseases," and "cancer diseases." The eight articles showed methodological heterogeneity in terms of the list of chronic diseases, ascertainment of multimorbidity, statistical methods, and study populations. This systematic review identified five common patterns of associative multimorbidity in Asia. "Cardiovascular and metabolic diseases" and "mental diseases" were two patterns that were similarly reported in the Western world. Alignment of the definition of multimorbidity and the statistical methodology are needed to identify the unique patterns of multimorbidity in Asia so that clinical practice guidelines on multimorbidity can be developed for the Asian population.
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