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Background: The cardiometabolic index (CMI) is a novel metric for assessing cardiometabolic health and type 2 diabetes mellitus (DM), yet its relationship with insulin resistance (IR) and prediabetes (preDM) is not well-studied. There is also a gap in understanding the nonlinear associations between CMI and these conditions. Our study aimed to elucidate these associations.
Methods: We included 13,142 adults from the National Health and Nutrition Examination Survey (NHANES) 2007-2020. CMI was calculated by multiplying the triglyceride-to-high density lipoprotein cholesterol (TG/HDL-C) by waist-to-height ratio (WHtR). Using weighted multivariable linear and logistic regression explored the relationships of CMI with glucose metabolism markers, IR, preDM, and DM. Nonlinear associations were assessed using generalized additive models (GAM), smooth curve fittings, and two-piecewise logistic regression.
Results: Multivariate regression revealed positive correlations between CMI and glucose metabolic biomarkers, including FBG (β = 0.08, 95% CI: 0.06-0.10), HbA1c (β = 0.26, 95% CI: 0.22-0.31), FSI (β = 4.88, 95% CI: 4.23-5.54), and HOMA-IR (β = 1.85, 95% CI: 1.56-2.14). There were also significant correlations between CMI and increased risk of IR (OR = 3.51, 95% CI: 2.94-4.20), preDM (OR = 1.49, 95% CI: 1.29-1.71), and DM (OR = 2.22, 95% CI: 2.00-2.47). Inverse nonlinear L-shaped associations were found between CMI and IR, preDM, and DM, with saturation inflection points at 1.1, 1.45, and 1.6, respectively. Below these thresholds, increments in CMI significantly correlated with heightened risks of IR, preDM, and DM.
Conclusions: CMI exhibited inverse L-shaped nonlinear relationships with IR, preDM, and DM, suggesting that reducing CMI to a certain level might significantly prevent these conditions.
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http://dx.doi.org/10.1186/s12902-024-01676-4 | DOI Listing |
Clin Microbiol Infect
September 2025
Department of Clinical Laboratory, Hebei Medical University Third Hospital, Shijiazhuang, China. Electronic address:
Int J Offender Ther Comp Criminol
September 2025
Ochanomizu University, Bunkyo-ku, Tokyo, Japan.
This study examined whether subscales of the Youth Level of Service Case Management Inventory (YLS/CMI) have added value beyond the total score. Including 238 detained Japanese juvenile offenders (ages 16-19), the proportional reduction in mean squared error (PRMSE) method was applied. Most subscales showed added value, except for Attitudes/Orientation.
View Article and Find Full Text PDFSemin Vasc Surg
September 2025
Division of Vascular and Endovascular Surgery, Department of Surgery, Stony Brook University Hospital, Health Sciences Tower, Stony Brook, NY, 11794. Electronic address:
Chronic mesenteric ischemia (CMI) is a rare, yet increasingly prevalent, condition, especially among older adults. Diagnosing CMI in older adults presents significant challenges. Along with the burden of comorbidities and the physiological changes associated with aging, timely intervention is often delayed, leading to poorer outcomes.
View Article and Find Full Text PDFTranspl Int
September 2025
Unit for Heart Failure and Transplantation, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
Cytomegalovirus (CMV) infection poses significant challenges in solid organ transplant (SOT) recipients, impacting graft outcomes, morbidity, and in some cases survival. The ESOT CMV Workshop 2023 convened European experts to discuss current practices and advances in the management of CMV with the aim of improving the quality of life of transplant recipients. Discussions covered crucial areas such as preventive strategies, diagnostic challenges, therapeutic approaches, and the role of cell-mediated immunity (CMI) monitoring.
View Article and Find Full Text PDFJ Clin Virol
August 2025
Department of Microbiology, Singapore General Hospital, Singapore; SingHealth Duke-NUS Pathology Academic Clinical Programme, Singapore. Electronic address:
Background: Cytomegalovirus (CMV) is a major cause of morbidity and mortality for transplant and immunocompromised patients. While cell-mediated immunity (CMI) is crucial for control of CMV and can influence the management of patients, commercial kits to measure CMI responses have only recently become available. In this study, we evaluated 2 different test kit platforms to determine their performance with the aim of implementing CMV-CMI testing to serve local needs.
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