SynthesisFrontiers in endocrinology2024
A systematic review of the association between insulin resistance surrogate indices and bone mineral density.
Synthesis in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
15 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The association between triglyceride-glucose index and polycystic ovary syndrome: a systematic review and meta-analysis across different populations.Journal of ovarian research · 2025Pooled it
- Effectiveness of anabolic and anti-resorptive agents for preventing postmenopausal osteoporosis fractures: a systematic review and network meta-analysis.Journal of orthopaedic surgery and research · 2025Pooled it
- TyG-BMI as a Marker of Metabolic Status and Its Association with Bone Quality and Mineral Metabolism: A Sex-Specific Analysis.Journal of clinical medicine · 2026Article
- Metabolic mediators linking type 1 diabetes mellitus to osteoporosis.Archives of medical science : AMS · 2026Article
- Association of TyG-BMI and malnutrition with reduced survival outcomes in patients with cancer: a prospective study.Frontiers in nutrition · 2026Article
- Association of the metabolic score for insulin resistance with bone mineral density and trabecular bone score in cancer patients: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Linear Inverse Association Between Triglyceride Glucose-Body Mass Index and Osteoporosis in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- The association between cardiometabolic index (CMI) and metabolic dysfunction-associated steatotic liver disease (MASLD): a systematic review and meta-analysis.Diabetology & metabolic syndrome · 2025Review
- Association between hearing loss and insulin resistance as measured by metabolic score for insulin resistance in NHANES 1999 to 2018.Scientific reports · 2025Article
- Association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and gout in US adults: a cross-sectional study of the mediating role of BMI.Diabetology & metabolic syndrome · 2025Article
- The association between new insulin resistance indices and all-cause mortality in elderly patients with diabetes: a prospective cohort study.Diabetology & metabolic syndrome · 2025Article
- The association between ten anthropometric measures and osteoporosis and osteopenia among postmenopausal women.Scientific reports · 2025Article
- Association of triglyceride-glucose index with bone mineral density and fracture: a systematic review.Diabetology & metabolic syndrome · 2025Review
- Association of triglyceride glucose body mass index with osteoporosis risks in a large Chinese adult cohort.Frontiers in endocrinology · 2025Article
- Correlations Between TyG-Related Indices and Bone Health: A Cross-Sectional Study of Osteoporosis in a Rural Chinese Population.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The relationship of insulin resistance with bone mineral density (BMD) remains unclear, offering an opportunity for novel indices to shed light on the matter. The aim of this review was to evaluate the association between surrogate indices of insulin resistance and BMD. Methods: A systematic review was conducted to evaluate observational studies that examined the relationship between insulin resistance surrogate indices and BMD in adults. Databases including PubMed, Web of Science, Scopus, and Embase were searched. Quality assessment was performed using Joanna Briggs Institute (JBI) critical appraisal tools. Results: This systematic review included 27 cohorts and cross-sectional studies with 71,525 participants to assess the potential link between insulin resistance surrogate indices like HOMA-IR, HOMA-β, TyG, TyG-BMI, TyG-WtHR, and TyG-WC, along with METS-IR, and VAI, and BMD at various sites. There seems to be no link between BMD and the HOMA index, despite being extensively studied in various studies (adjusted β ranging from -0.49 to 0.103). Most literature suggests that a higher TyG index is associated with decreased BMD levels (adjusted β ranging from -0.085 to 0.0124). Despite limited evidence, other insulin resistance indices such as VAI (adjusted β ranging from 0.007 to 0.016), TyG-BMI (adjusted β ranging from 0.002 to 0.415), METS-IR (adjusted β ranging from 0.005 to 0.060), TyG-WtHR (β = 0.012) and TyG-WC (β = 0.0001) have shown a positive association with BMD in a few studies. Conclusion: This systematic review emphasizes the intricate connection between insulin resistance and BMD. The lack of ability to perform a meta-analysis and the dependence on cross-sectional studies hinder the robustness of the findings, hence necessitating well-designed longitudinal studies. Systematic review registration: https://www.crd.york.ac.uk/prospero/, identifier CRD42024512770.
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