Metabolic and Genetic Markers Improve Prediction of Incident Type 2 Diabetes: A Nested Case-Control Study in Chinese

Use of Machine Learning and Routine Laboratory Tests for Diabetes Mellitus Screening

(2022) Glauco Cardozo et al.   Biomed Research International

Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques

(2021) Jun Li et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Prediction of Type 2 Diabetes Based on Machine Learning Algorithm

(2021) Henock M. Deberneh et al.   International Journal of Environmental Research and Public Health

Plasma N-Glycans as Emerging Biomarkers of Cardiometabolic Risk: A Prospective Investigation in the EPIC-Potsdam Cohort Study

(2020) Clemens Wittenbecher et al.   DIABETES CARE

Young-onset type 2 diabetes mellitus — implications for morbidity and mortality

(2020) Dianna J. Magliano et al.   Nature Reviews Endocrinology

Prevalence of diabetes recorded in mainland China using 2018 diagnostic criteria from the American Diabetes Association: national cross sectional study

(2020) Yongze Li et al.   BMJ-British Medical Journal

Associations of carbohydrates and carbohydrate-rich foods with incidence of type 2 diabetes

(2020) Kjell Olsson et al.   BRITISH JOURNAL OF NUTRITION

Use of Machine Learning Approaches in Clinical Epidemiological Research of Diabetes

(2020) Sanjay Basu et al.   Current Diabetes Reports

Interpretable Machine Learning Framework Reveals Robust Gut Microbiome Features Associated With Type 2 Diabetes

(2020) Wanglong Gou et al.   DIABETES CARE

Machine Learning for Health Services Researchers

(2019) Patrick Doupe et al.   VALUE IN HEALTH

Serum untargeted metabolomic profile of the Dietary Approaches to Stop Hypertension (DASH) dietary pattern

(2018) Casey M Rebholz et al.   AMERICAN JOURNAL OF CLINICAL NUTRITION

Continuing rise of Type 2 diabetes incidence in children and young people in the UK

(2018) T. P. Candler et al.   DIABETIC MEDICINE

Comparing metabolite profiles of habitual diet in serum and urine

(2016) Mary C Playdon et al.   AMERICAN JOURNAL OF CLINICAL NUTRITION

Plasma metabolomics identified novel metabolites associated with risk of type 2 diabetes in two prospective cohorts of Chinese adults

(2016) Gaokun Qiu et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Ameliorative effect of riboflavin on hyperglycemia, oxidative stress and DNA damage in type-2 diabetic mice: Mechanistic and therapeutic strategies

(2015) Md. Maroof Alam et al.   ARCHIVES OF BIOCHEMISTRY AND BIOPHYSICS

The effects of DASH diet on weight loss and metabolic status in adults with non-alcoholic fatty liver disease: a randomized clinical trial

(2015) Mohsen Razavi Zade et al.   LIVER INTERNATIONAL

Cumulative Effect and Predictive Value of Genetic Variants Associated with Type 2 Diabetes in Han Chinese: A Case-Control Study

(2015) Yun Qian et al.   PLoS One

Untargeted Metabolic Profiling Identifies Altered Serum Metabolites of Type 2 Diabetes Mellitus in a Prospective, Nested Case Control Study

(2014) D. Drogan et al.   CLINICAL CHEMISTRY

Metabolite Traits and Genetic Risk Provide Complementary Information for the Prediction of Future Type 2 Diabetes

(2014) Geoffrey A. Walford et al.   DIABETES CARE

Assessing the Clinical Utility of a Genetic Risk Score Constructed Using 49 Susceptibility Alleles for Type 2 Diabetes in a Japanese Population

(2013) Minako Imamura et al.   JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM

The Association between Gene Polymorphism of TCF7L2 and Type 2 Diabetes in Chinese Han Population: A Meta-Analysis

(2013) Haoying Dou et al.   PLoS One

Identification of Serum Metabolites Associated With Risk of Type 2 Diabetes Using a Targeted Metabolomic Approach

(2012) A. Floegel et al.   DIABETES

A genotype risk score predicts type 2 diabetes from young adulthood: the CARDIA study

(2012) J. L. Vassy et al.   DIABETOLOGIA

Genetic variants on chromosome 6p21.1 and 6p22.3 are associated with type 2 diabetes risk: a case–control study in Han Chinese

(2012) Feng Lu et al.   JOURNAL OF HUMAN GENETICS

HMDB 3.0—The Human Metabolome Database in 2013

(2012) David S. Wishart et al.   NUCLEIC ACIDS RESEARCH

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Replication of genome-wide association signals of type 2 diabetes in Han Chinese in a prospective cohort

(2011) Yi-Cheng Chang et al.   CLINICAL ENDOCRINOLOGY

Heritability and familiality of type 2 diabetes and related quantitative traits in the Botnia Study

(2011) P. Almgren et al.   DIABETOLOGIA

Lipid profiling identifies a triacylglycerol signature of insulin resistance and improves diabetes prediction in humans

(2011) Eugene P. Rhee et al.   JOURNAL OF CLINICAL INVESTIGATION

Association between KCNJ11 gene polymorphisms and risk of type 2 diabetes mellitus in East Asian populations: a meta-analysis in 42,573 individuals

(2011) Lijuan Yang et al.   MOLECULAR BIOLOGY REPORTS

Metabolite profiles and the risk of developing diabetes

(2011) Thomas J Wang et al.   NATURE MEDICINE

The DASH Diet and Insulin Sensitivity

(2010) Alan L. Hinderliter et al.   CURRENT HYPERTENSION REPORTS

Effects of the Dietary Approaches to Stop Hypertension Diet Alone and in Combination With Exercise and Caloric Restriction on Insulin Sensitivity and Lipids

(2010) James A. Blumenthal et al.   HYPERTENSION

Identification of New Genetic Risk Variants for Type 2 Diabetes

(2010) Xiao Ou Shu et al.   PLoS Genetics

Genotype Score in Addition to Common Risk Factors for Prediction of Type 2 Diabetes

(2008) James B. Meigs et al.   NEW ENGLAND JOURNAL OF MEDICINE

Clinical Risk Factors, DNA Variants, and the Development of Type 2 Diabetes

(2008) Valeriya Lyssenko et al.   NEW ENGLAND JOURNAL OF MEDICINE