ReviewEuropean journal of clinical nutrition2018
The capacity-load model of non-communicable disease risk: understanding the effects of child malnutrition, ethnicity and the social determinants of health.
Review in European journal of clinical nutrition, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 4 of them syntheses that pooled it.
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Who cites it
54 citing papers in PubMed, 4 syntheses or guidelines pooled it, 90 citations in OpenAlex.
- Infant fat mass and later child and adolescent health outcomes: a systematic review.Archives of disease in childhood · 2024Pooled it
- Severe malnutrition or famine exposure in childhood and cardiometabolic non-communicable disease later in life: a systematic review.BMJ global health · 2021Pooled it
- Effects of Dose and Duration of Zinc Interventions on Risk Factors for Type 2 Diabetes and Cardiovascular Disease: A Systematic Review and Meta-Analysis.Advances in nutrition (Bethesda, Md.) · 2021Pooled it
- Non-genetic risk and protective factors and biomarkers for neurological disorders: a meta-umbrella systematic review of umbrella reviews.BMC medicine · 2021Pooled it
- Trial
- Body composition, geography and ethnicity: understanding the associations with health.European journal of clinical nutrition · 2026Review
- The gut microbiota in malnutrition.Nature reviews. Microbiology · 2026Review
- The Impact of Early-Life Growth on Long-Term Cardiometabolic and Neurocognitive Outcomes in High-Income Countries: A Neglected Public Health Problem.Nutrition reviews · 2026Review
- Mechanical Load-Capacity Models for Bone in Youth - Analysis of Risk Signatures.Journal of musculoskeletal & neuronal interactions · 2026Article
- Forty years later: adult health and non-communicable disease following the 1984-1985 Great Ethiopian Famine - a retrospective cohort study.BMJ global health · 2026Article
- Article
- Race, ethnicity and ancestry in global diabetes research: grappling with complexity to advance equity and scientific integrity - a narrative review and viewpoint.Diabetologia · 2025Review
- Associations of prior wasting malnutrition with later indicators of glucose tolerance across 4 countries in Africa and Asia: The Severe Acute Malnutrition - the Role of the Pancreas (SAMPA) study.The American journal of clinical nutrition · 2025Article
- Paving the way for improved action: how nuclear techniques can advance the assessment of malnutrition.The American journal of clinical nutrition · 2025Article
- Biological Mechanisms for Allen's Rule: DNA Methylation as Mediator of the Association Between In Utero Exposure to Environmental Heat and Tibial Growth in Childhood.American journal of human biology : the official journal of the Human Biology Council · 2025Article
- Modeling environmental interactions and collaborative interventions for childhood stunting: A case from Indonesia.Dialogues in health · 2025Article
- World Health Day 2025: Time to Change Mindset Beyond Global Commitment to Maternal Health and Women's Well-Being.China CDC weekly · 2025Article
- Article
- Mitochondrial dysfunction in acute and post-acute phases of COVID-19 and risk of non-communicable diseases.npj metabolic health and disease · 2024Review
- Article
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The capacity-load model is a conceptual model developed to improve understanding of the life-course aetiology of non-communicable diseases (NCDs) and their ecological and societal risk factors. The model addresses continuous associations of both (a) nutrition and growth patterns in early life and (b) lifestyle factors at older ages with NCD risk. Metabolic capacity refers to physiological traits strongly contingent on early nutrition and growth during the first 1000 days, which promote the long-term capacity for homeostasis in the context of fuel metabolism and cardiovascular health. Metabolic load refers to components of nutritional status and lifestyle that challenge homeostasis. The higher the load, and the lower the capacity, the greater the NCD risk. The model therefore helps understand dose-response associations of both early development and later phenotype with NCD risk. Infancy represents a critical developmental period, during which slow growth can constrain metabolic capacity, whereas rapid weight gain may elevate metabolic load. Severe acute malnutrition in early childhood (stunting, wasting) may continue to deplete metabolic capacity, and confer elevated susceptibility to NCDs in the long term. The model can be applied to associations of NCD risk with socio-economic position (SEP): lower SEP is generally associated with lower capacity but often also with elevated load. The model can also help explain ethnic differences in NCD risk, as both early growth patterns and later body composition differ systematically between ethnic groups. Recent work has begun to clarify the role of organ development in metabolic capacity, which may further contribute to ethnic differences in NCD risk.
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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.