4.5 Article

Data mining approaches for type 2 diabetes mellitus prediction using anthropometric measurements

Related references

Note: Only part of the references are listed.
Article Endocrinology & Metabolism

IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045

Hong Sun et al.

Summary: This study provides global, regional, and country-level estimates of diabetes prevalence and health expenditures for 2021 and projections for 2045. The global prevalence of diabetes is increasing and is expected to have the greatest relative increase in middle-income countries. Diabetes-related health expenditures are also projected to rise.

DIABETES RESEARCH AND CLINICAL PRACTICE (2022)

Article Endocrinology & Metabolism

The effectiveness of an intervention designed based on health action process approach on diet and medication adherence among patients with type 2 diabetes: a randomized controlled trial

Soheila Ranjbaran et al.

Summary: This study aimed to evaluate an intervention based on the Health Action Process Approach (HAPA) to improve adherence to diet and medication among patients with type 2 diabetes in Tehran, Iran. The results showed significant improvement in diet and medication adherence, as well as Hemoglobin A1c (HbA1c) levels, after one and six months of the intervention. This suggests that the intervention had a positive effect on improving treatment outcomes for diabetes patients.

DIABETOLOGY & METABOLIC SYNDROME (2022)

Review Endocrinology & Metabolism

Impacts of Sodium/Glucose Cotransporter-2 Inhibitors on Circulating Uric Acid Concentrations: A Systematic Review and Meta-Analysis

Abolfazl Akbari et al.

Summary: SGLT2 inhibitors (SGLT2i) can effectively lower serum uric acid levels in patients with type 2 diabetes mellitus (T2DM) and comorbid hyperuricemia. Along with reducing blood glucose, body weight, and glycated hemoglobin levels, SGLT2i significantly decreases serum uric acid levels compared to placebo.

JOURNAL OF DIABETES RESEARCH (2022)

Article Biochemistry & Molecular Biology

A pilot study of the effects of crocin on high-density lipoprotein cholesterol uptake capacity in patients with metabolic syndrome: A randomized clinical trial

Maryam Saberi-Karimian et al.

Summary: A randomized clinical trial found that crocin supplementation significantly increased HDL CUC and improved serum HDL functionality in patients with MetS. The decision tree analysis showed that serum HDL functionality was more important than HDL-C level in predicting patients with hypertension. Crocin administration for 8 weeks was effective in improving serum HDL CUC in patients with MetS.

BIOFACTORS (2021)

Article Biochemistry & Molecular Biology

Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization

Kexin Li et al.

Summary: This study used two-sample Mendelian randomization to evaluate the causality between WC, WHR, and T2DM using genetic variants as instrumental variables. The results indicate that higher WC and WHR are associated with an increased risk of T2DM among the European population.

MOLECULAR GENETICS AND GENOMICS (2021)

Review Endocrinology & Metabolism

Cardiovascular, mortality, and kidney outcomes with GLP-1 receptor agonists in patients with type 2 diabetes: a systematic review and meta-analysis of randomised trials

Naveed Sattar et al.

Summary: The meta-analysis showed that GLP-1 receptor agonists can reduce the risk of major adverse cardiovascular events, all-cause mortality, hospital admission for heart failure, and worsening kidney function in patients with type 2 diabetes, regardless of structural homology.

LANCET DIABETES & ENDOCRINOLOGY (2021)

Article Endocrinology & Metabolism

Strong Association of Waist Circumference (WC), Body Mass Index (BMI), Waist-to-Height Ratio (WHtR), and Waist-to-Hip Ratio (WHR) with Diabetes: A Population-Based Cross-Sectional Study in Jilin Province, China

Fu-Liang Zhang et al.

Summary: The study found that waist circumference and waist-to-height ratio were more closely related to diabetes among participants aged 40 and above, especially in females.

JOURNAL OF DIABETES RESEARCH (2021)

Article Medical Laboratory Technology

Serum HDL cholesterol uptake capacity in subjects from the MASHAD cohort study: Its value in determining the risk of cardiovascular endpoints

Malihe Aghasizadeh et al.

Summary: This study investigated cholesterol uptake capacity (CUC) as a predictor for cardiovascular disease (CVD) in a population from north-eastern Iran. The results showed that reduced HDL functionality, as measured by CUC, was significantly associated with an increased risk of CVD, suggesting its potential use in CVD risk prediction and stratification.

JOURNAL OF CLINICAL LABORATORY ANALYSIS (2021)

Review Endocrinology & Metabolism

Type 2 diabetes mellitus in older adults: clinical considerations and management

Srikanth Bellary et al.

Summary: The prevalence of type 2 diabetes mellitus (T2DM) is increasing among the aging population, presenting challenges in management due to patient heterogeneity, comorbidities, susceptibility to hypoglycemia, increased dependence on care, and frailty. This review focuses on the pathophysiological mechanisms of T2DM in older individuals, new evidence on frailty and sarcopenia, clinical difficulties related to age-associated comorbidities, and implications for guidelines and therapeutic options, highlighting the impact of T2DM on an aging society.

NATURE REVIEWS ENDOCRINOLOGY (2021)

Article Peripheral Vascular Disease

Associations between new and old anthropometric indices with type 2 diabetes mellitus and risk of metabolic complications: a cross-sectional analytical study

Parichehr Amiri et al.

Summary: The study identified associations between obesity indices and diabetes, with new anthropometric indices like AVI, LAP, and BAI showing positive correlations with blood glucose levels in T2DM patients, and also increasing the risk of metabolic syndrome.

JORNAL VASCULAR BRASILEIRO (2021)

Review Endocrinology & Metabolism

The prevalence of undiagnosed type 2 diabetes and prediabetes in Eastern Mediterranean region (EMRO): A systematic review and meta-analysis

Alireza Mirahmadizadeh et al.

DIABETES RESEARCH AND CLINICAL PRACTICE (2020)

Review Urology & Nephrology

Genetics of diabetes mellitus and diabetes complications

Joanne B. Cole et al.

NATURE REVIEWS NEPHROLOGY (2020)

Article Endocrinology & Metabolism

Visceral adiposity index outperforms common anthropometric indices in predicting 10-year diabetes risk: Results from the ATTICA study

Efi Koloverou et al.

DIABETES-METABOLISM RESEARCH AND REVIEWS (2019)

Article Endocrinology & Metabolism

Body adiposity index in assessing the risk of type 2 diabetes mellitus development: the Baependi Heart Study

Camila Maciel de Oliveira et al.

DIABETOLOGY & METABOLIC SYNDROME (2019)

Article Medicine, General & Internal

Body Adiposity Index and Body Roundness Index in Identifying Insulin Resistance Among Adults Without Diabetes

Jiayue Feng et al.

AMERICAN JOURNAL OF THE MEDICAL SCIENCES (2019)

Review Endocrinology & Metabolism

Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus

Alexandra Kautzky-Willer et al.

ENDOCRINE REVIEWS (2016)

Article Public, Environmental & Occupational Health

Multiple anthropometric measures in relation to incidence of diabetes: a Swedish population-based cohort study

Yan Borne et al.

EUROPEAN JOURNAL OF PUBLIC HEALTH (2015)

Article Public, Environmental & Occupational Health

Mashhad stroke and heart atherosclerotic disorder (MASHAD) study: design, baseline characteristics and 10-year cardiovascular risk estimation

Majid Ghayour-Mobarhan et al.

INTERNATIONAL JOURNAL OF PUBLIC HEALTH (2015)

Article Endocrinology & Metabolism

Body adiposity index, body fat content and incidence of type 2 diabetes

M. B. Schulze et al.

DIABETOLOGIA (2012)

Review Endocrinology & Metabolism

Hip circumference, height and risk of type 2 diabetes: systematic review and meta-analysis

M. Janghorbani et al.

OBESITY REVIEWS (2012)

Article Biochemistry & Molecular Biology

Diabetes prediction, lipid accumulation product, and adiposity measures; 6-year follow-up: Tehran lipid and glucose study

Mohammadreza Bozorgmanesh et al.

LIPIDS IN HEALTH AND DISEASE (2010)

Review Medicine, General & Internal

Gender Differences in Insulin Resistance, Body Composition, and Energy Balance

Eliza B. Geer et al.

GENDER MEDICINE (2009)

Article Medicine, General & Internal

Major Lipids, Apolipoproteins, and Risk of Vascular Disease

The Emerging Risk Factors Collaboration*

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2009)

Review Nutrition & Dietetics

Sex differences in fat storage, fat metabolism, and the health risks from obesity: possible evolutionary origins

Michael L. Power et al.

BRITISH JOURNAL OF NUTRITION (2008)