Related Experiment Video
Updated: May 16, 2025

Physical Activity Measurement in Children Accepting Table Tennis Training
Published on: July 27, 2022
Accelerometer-derived physical activity patterns and incident type 2 diabetes: a prospective cohort study
Dan-Qing Liao1, Hao-Jie Chen1, Hong-Min Li1
1Department of Epidemiology, School of Public Health, Southern Medical University, No.1023-1063, South Shatai Road, Guangzhou, 510515, Guangdong, China.
Background:
Emerging evidence suggests a significant relationship between the duration of physical activity (PA) and the incidence of type 2 diabetes (T2D). However, the association between the "weekend warrior" (WW) pattern-characterized by concentrated moderate-to-vigorous PA (MVPA) over one to two days-and T2D remains unclear.
Methods:
This prospective cohort study aims to utilize device-measured PA data to investigate the associations between PA patterns and T2D. Individuals were divided into three MVPA patterns on the basis of WHO guidelines: inactive (< 150 min), active WW (≥ 150 min with ≥ 50% of total MVPA achieved in one to two days), and active regular (≥ 150 min but not active WW). These patterns were also evaluated using sample percentile thresholds. The relationships between PA patterns and the risk of T2D were analysed employing Cox proportional hazards models.
Results:
A total of 1972 participants developed T2D over a 7.9-year median follow-up period. In the fully adjusted model, both active patterns demonstrated comparable reductions in the risk of developing T2D (active WW: hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.58-0.71; active regular: 0.56, 0.49-0.64). Moreover, the risk of T2D exhibited a progressive decline as the duration of MVPA increased across both active patterns.
Conclusions:
Engaging in MVPA for one or two days per week provides comparable protective benefits against the incidence of T2D as more evenly distributed PA. Additionally, exceeding the current guidelines may confer even greater advantages.
Related Concept Videos
Diabetes Mellitus: Type 2 and Gestational
Diabetes: Symptoms, Diagnosis, and Complications
Carbohydrate Metabolism
Starch accounts for approximately 60% of the carbohydrates consumed by humans. Since amylase enzymes cannot function in the stomach's acidic environment, starch can only be digested in the mouth and small intestine. Simple sugars are found naturally in milk and fruits in...
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility,...

