Cargando…

Use of Non-invasive Parameters and Machine-Learning Algorithms for Predicting Future Risk of Type 2 Diabetes: A Retrospective Cohort Study of Health Data From Kuwait

Objective: In recent decades, the Arab population has experienced an increase in the prevalence of type 2 diabetes (T2DM), particularly within the Gulf Cooperation Council. In this context, early intervention programmes rely on an ability to identify individuals at risk of T2DM. We aimed to build pr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Farran, Bassam, AlWotayan, Rihab, Alkandari, Hessa, Al-Abdulrazzaq, Dalia, Channanath, Arshad, Thanaraj, Thangavel Alphonse
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2019
Materias:	Endocrinology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749017/ https://www.ncbi.nlm.nih.gov/pubmed/31572303 http://dx.doi.org/10.3389/fendo.2019.00624

Ejemplares similares

Predictive models to assess risk of type 2 diabetes, hypertension and comorbidity: machine-learning algorithms and validation using national health data from Kuwait—a cohort study
por: Farran, Bassam, et al.
Publicado: (2013)

State of Diabetes, Hypertension, and Comorbidity in Kuwait: Showcasing the Trends as Seen in Native Versus Expatriate Populations
por: Channanath, Arshad Mohamed, et al.
Publicado: (2013)

Association between body mass index and onset of hypertension in men and women with and without diabetes: a cross-sectional study using national health data from the State of Kuwait in the Arabian Peninsula
por: Channanath, Arshad Mohamed, et al.
Publicado: (2015)

Ketoacidosis at first presentation of type 1 diabetes mellitus among children: a study from Kuwait
por: Shaltout, Azza Aly, et al.
Publicado: (2016)

Impact of Hypertension on the Association of BMI with Risk and Age at Onset of Type 2 Diabetes Mellitus: Age- and Gender-Mediated Modifications
por: Channanath, Arshad Mohamed, et al.
Publicado: (2014)

Single nucleotide polymorphisms in vitamin D binding protein and 25-hydroxylase genes affect vitamin D levels in adolescents of Arab ethnicity in Kuwait
por: Rahman, Abdur, et al.
Publicado: (2023)

Ethnic differences in association of high body mass index with early onset of Type 1 diabetes – Arab ethnicity as case study
por: Channanath, Arshad M., et al.
Publicado: (2017)

ONECUT1 variants beyond type 1 and type 2 diabetes: exploring clinical diversity and epigenetic associations in Arab cohorts
por: Dashti, Mohammed, et al.
Publicado: (2023)

The Status of Metabolic Control in Patients With Type 2 Diabetes Attending Dasman Diabetes Institute, Kuwait
por: Qaddoumi, Mohammad, et al.
Publicado: (2019)

Epidemiological trends in the presentation of diabetic ketoacidosis in children newly diagnosed with type 1 diabetes from 2011 to 2017 in Kuwait
por: Al-Abdulrazzaq, Dalia, et al.
Publicado: (2022)

HbA1c, blood pressure, and cholesterol control in adults with diabetes: A report card for Kuwait
por: Alkandari, Abdullah, et al.
Publicado: (2022)

The Prevalence of Overweight and Obesity in an Adult Kuwaiti Population in 2014
por: Weiderpass, Elisabete, et al.
Publicado: (2019)

The miR-668 binding site variant rs1046322 on WFS1 is associated with obesity in Southeast Asians
por: Hammad, Maha M., et al.
Publicado: (2023)

Frequency of functional exonic single-nucleotide polymorphisms and haplotype distribution in the SLCO1B1 gene across genetic ancestry groups in the Qatari population
por: Dashti, Mohammed, et al.
Publicado: (2022)

Differentially methylated and expressed genes in familial type 1 diabetes
por: Dashti, Mohammed, et al.
Publicado: (2022)

Higher rates of diabetic ketoacidosis and admission to the paediatric intensive care unit among newly diagnosed children with type 1 diabetes in Kuwait during the COVID‐19 pandemic
por: Al‐Abdulrazzaq, Dalia, et al.
Publicado: (2021)

Advanced medical students’ experiences and views on professionalism at Kuwait University
por: Al-Abdulrazzaq, Dalia, et al.
Publicado: (2014)

Distribution of HLA-B Alleles and Haplotypes in Qatari: Recommendation for Establishing Pharmacogenomic Markers Screening for Drug Hypersensitivity
por: Dashti, Mohammed, et al.
Publicado: (2022)

The genetic landscape of autosomal dominant polycystic kidney disease in Kuwait
por: Ali, Hamad, et al.
Publicado: (2022)

PharmaKU: A Web-Based Tool Aimed at Improving Outreach and Clinical Utility of Pharmacogenomics
por: John, Sumi Elsa, et al.
Publicado: (2021)

Generalizability of GWA-Identified Genetic Risk Variants for Metabolic Traits to Populations from the Arabian Peninsula
por: Hebbar, Prashantha, et al.
Publicado: (2021)

Increased plasma ANGPTL7 levels with increased obstructive sleep apnea severity
por: Leentjens, M., et al.
Publicado: (2022)

IDF21-0274 Impact of COVID-19 on Glycemic control in children with T1D in Kuwait
por: Aljuailla, F., et al.
Publicado: (2022)

Health-related quality of life of children and adolescents with type 1 diabetes during the COVID-19 pandemic in Kuwait
por: Al-Abdulrazzaq, Dalia, et al.
Publicado: (2022)

A Perception on Genome-Wide Genetic Analysis of Metabolic Traits in Arab Populations
por: Hebbar, Prashantha, et al.
Publicado: (2019)

Linkage analysis using whole exome sequencing data implicates SLC17A1, SLC17A3, TATDN2 and TMEM131L in type 1 diabetes in Kuwaiti families
por: Hebbar, Prashantha, et al.
Publicado: (2023)

Celiac disease in children: is it a problem in Kuwait?
por: Al-Qabandi, Wafa’a, et al.
Publicado: (2014)

Delineation of Mitochondrial DNA Variants From Exome Sequencing Data and Association of Haplogroups With Obesity in Kuwait
por: Dashti, Mohammed, et al.
Publicado: (2021)

The Pediatric COVID-19 Registry in Kuwait: Methodology and Results of Pilot Phase
por: Qabazard, Sarah, et al.
Publicado: (2022)

Disruption in the regulation of casein kinase 2 in circadian rhythm leads to pathological states: cancer, diabetes and neurodegenerative disorders
por: Malik, Md. Zubbair, et al.
Publicado: (2023)

The educational environment of the undergraduate medical curriculum at Kuwait University
por: Karim, Jumanah, et al.
Publicado: (2015)

MC4R Variant rs17782313 Associates With Increased Levels of DNAJC27, Ghrelin, and Visfatin and Correlates With Obesity and Hypertension in a Kuwaiti Cohort
por: Hammad, Maha M., et al.
Publicado: (2020)

Association of COVID-19 Vaccines ChAdOx1-S and BNT162b2 with Circulating Levels of Coagulation Factors and Antithrombin
por: Hasan, Amal, et al.
Publicado: (2022)

Association between alleles, haplotypes, and amino acid variations in HLA class II genes and type 1 diabetes in Kuwaiti children
por: Dashti, Mohammed, et al.
Publicado: (2023)

Investigating the Role of Myeloperoxidase and Angiopoietin-like Protein 6 in Obesity and Diabetes
por: Qaddoumi, Mohammad G., et al.
Publicado: (2020)

Targeted Metabolomics Analysis of Individuals Carrying the ANGPTL8 R59W Variant
por: Abu-Farha, Mohamed, et al.
Publicado: (2023)

Recombinant growth hormone therapy in children with short stature in Kuwait: a cross-sectional study of use and treatment outcomes
por: Al-Abdulrazzaq, Dalia, et al.
Publicado: (2015)

Assessment of coding region variants in Kuwaiti population: implications for medical genetics and population genomics
por: John, Sumi Elsa, et al.
Publicado: (2018)

LRG1 Associates with Iron Deficiency Anemia Markers in Adolescents
por: Alhammad, Rashed, et al.
Publicado: (2023)

Quality of life in children with type 1 diabetes in Kuwait
por: Abdul-Rasoul, M, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_2la4ajj86pq4d4j6ruc0rk5f0s