Glycemic and lipid variability for predicting complications and mortality in diabetes mellitus using machine learning

S Lee, J Zhou, WT Wong, T Liu, WKK Wu… - BMC endocrine …, 2021 - Springer
Introduction Recent studies have reported that HbA1c and lipid variability is useful for risk
stratification in diabetes mellitus. The present study evaluated the predictive value of the …

Predictions of diabetes complications and mortality using hba1c variability: a 10-year observational cohort study

S Lee, T Liu, J Zhou, Q Zhang, WT Wong, G Tse - Acta diabetologica, 2021 - Springer
Introduction Emerging evidence suggests that HbA1c variability, in addition to HbA1c itself,
can be used as a predictor for mortality. The present study aims to examine the predictive …

Greater variability in lipid measurements associated with cardiovascular disease and mortality: A 10‐year diabetes cohort study

EYF Wan, EYT Yu, WY Chin, JK Barrett… - Diabetes, Obesity …, 2020 - Wiley Online Library
Aim To examine the associations between variability in lipids and the risk of cardiovascular
disease (CVD) and mortality in patients with type 2 diabetes based on low‐density …

Association between HbA1c variability and mortality in patients with type 2 diabetes

T Takao, Y Matsuyama, H Yanagisawa… - Journal of Diabetes and …, 2014 - Elsevier
Aims We aimed to evaluate the association between HbA1c variability and mortality due to
all causes, cancer, and non-cancer in patients with type 2 diabetes independently of mean …

Risk association of HbA1c variability with chronic kidney disease and cardiovascular disease in type 2 diabetes: prospective analysis of the Hong Kong Diabetes …

AOY Luk, RCW Ma, ESH Lau, X Yang… - Diabetes/metabolism …, 2013 - Wiley Online Library
Background In type 2 diabetes, tight glycaemic control lowers the risk of diabetic
complications, but it remains uncertain whether variability of glycaemia influences outcomes …

Long-term glycemic variability and risk of adverse outcomes: a systematic review and meta-analysis

C Gorst, CS Kwok, S Aslam, I Buchan… - Diabetes …, 2015 - Am Diabetes Assoc
OBJECTIVE Glycemic variability is emerging as a measure of glycemic control, which may
be a reliable predictor of complications. This systematic review and meta-analysis evaluates …

Relationship of HbA1c variability, absolute changes in HbA1c, and all-cause mortality in type 2 diabetes: a Danish population-based prospective observational study

MV Skriver, A Sandbæk, JK Kristensen… - BMJ Open Diabetes …, 2015 - drc.bmj.com
Objective We assessed the relationship of mortality with glycated hemoglobin (HbA1c)
variability and with absolute change in HbA1c. Design A population-based prospective …

Predictive scores for identifying patients with type 2 diabetes mellitus at risk of acute myocardial infarction and sudden cardiac death

S Lee, J Zhou, CL Guo, WT Wong, T Liu… - Endocrinology …, 2021 - Wiley Online Library
Introduction The present study evaluated the application of incorporating non‐linear J/U‐
shaped relationships between mean HbA1c and cholesterol levels into risk scores for …

High level of individual lipid profile and lipid ratio as a predictive marker of poor glycemic control in type-2 diabetes mellitus

IMJR Artha, A Bhargah, NK Dharmawan… - Vascular Health and …, 2019 - Taylor & Francis
Introduction: Diabetes is often accompanied by undiagnosed dyslipidemia. The aim of the
study is to investigate the clinical relevance of lipid profiles and lipid ratios as predictive …

HbA1c variability predicts cardiovascular complications in type 2 diabetes regardless of being at glycemic target

A Ceriello, G Lucisano, F Prattichizzo… - Cardiovascular …, 2022 - Springer
Background HbA1c variability has emerged as risk factor for cardiovascular diseases in
diabetes. However, the impact of HbA1c variability on cardiovascular diseases in subjects …