Data Analysis and Visualization
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By comprehensively applying data analysis and visualization methods, we completed the exploration of key variable distributions, comparison of variable characteristics, and model evaluation.
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Accelerometer-measured physical activity, sedentary behavior, and incidence of macrovascular and microvascular events in individuals with type 2 diabetes mellitus and prediabetes
Published in J Sport Health Sci, 2024
Physical activity (PA) is considered beneficial for lowering cardiovascular risks following type 2 diabetes mellitus (T2DM) and prediabetes, but existing evidence relies mainly on self-reported measurements. We aimed to describe the intensity-specific dose-response associations of PA and sedentary behavior (SB) with macrovascular and microvascular events among individuals with T2DM and prediabetes.
Social isolation, loneliness, and risk of microvascular complications among individuals with type 2 diabetes mellitus
Published in Am J Kidney Dis, 2024
Social disconnection has been associated with poor cardiometabolic health. This study sought to investigate the associations of social isolation and loneliness with diabetic microvascular complications (DMCs) among individuals with type 2 diabetes mellitus (T2DM) and compare these associations versus those related to traditional risk factors.
Observational and genetic evidence disagree on the association between loneliness and risk of multiple diseases
Published in Nat Hum Behav, 2024
Loneliness-the subjective experience of social disconnection-is now widely regarded as a health risk factor. However, whether the associations between loneliness and multiple diseases are consistent with causal effects remains largely unexplored. Here we combined behavioural, genetic and hospitalization data from the UK Biobank to examine the associations of loneliness with a wide range of non-overlapping diseases.
Device-measured physical activity, sedentary behavior, and risk of incident chronic kidney diseases across levels of grip strength
Published in J Cachexia Sarcopenia Muscle, 2025
The study aimed to investigate whether the associations of accelerometer-measured physical activity (PA) and sedentary behaviour (SB) with incident chronic kidney disease (CKD) vary based on different levels of hand grip strength, identifying the modifying role of grip strength in these associations.
Joint effects of sodium intake and circadian rhythm of urinary sodium excretion on prognosis of chronic kidney disease: a prospective study
Published in Ther Adv Chronic Dis, 2025
Sodium harmony is closely correlated with the progression of chronic kidney disease (CKD). The current study aims to explore the significance of the circadian rhythm of urinary sodium excretion in CKD management and to help establish individualized salt restriction strategies.