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Limeng Liu

Biographic Data

ID8413665
NAMELimeng Liu
GIVEN NAMESLimeng
FAMILY NAMELiu
SIGNATURELIU L
AFFILIATIONSMudanjiang Normal University
ORCID0000-0003-4997-8803
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS0
WORKS AS AUTHOR5
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2026
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Routine-recorded physical activity and screening-defined cardio-renal-metabolic vulnerability amongst older adults in a cold-climate agricultural county in Northeast China

    Open Access•Zhuangzhuang Guo, YaRu Zhong et al.•ARTICLE•Frontiers in Public Health•2026

    Background Older adults in rural settings often show overlapping cardiovascular, renal, and metabolic abnormalities, yet the meaning of routine-recorded physical activity in health-examination data remains uncertain. Objective To examine the association between routine-recorded physical activity and screening-defined cardio-renal-metabolic (CRM) vulnerability amongst older adults in Wangkui County, China. Methods This community-based cross-sectio…

  • Diabetes-related exposure and screening-derived abnormality burden among older rural women in Northeast China

    Open Access•Limeng Liu, Yongheng Zhao et al.•ARTICLE•Frontiers in Public Health•2026

    Background Routine primary-care health examinations can identify clustered metabolic, renal–urinary, medication-related, and functional screening abnormalities in older adults, but their value for screening-derived abnormality-burden assessment in rural ageing populations remains underexplored. Methods This community-based cross-sectional secondary analysis used 2025 annual health-examination data from Wangkui County, Heilongjiang Province, North…

  • The “Futile Labour” Paradox

    Open Access•Kefeng Zhang, Xiaohui Liu et al.•ARTICLE•Frontiers in Public Health•2026

    Background Physical activity is widely promoted as a cornerstone of healthy ageing; however, this assumption largely derives from leisure-time exercise and may not apply to labour-dependent older populations. In rural settings, occupational physical activity (OPA) is often necessity-driven, prolonged, and embedded within structural constraints, yet its associations with metabolic and vascular outcomes in later life remain poorly understood. Metho…

  • Labour-type physical activity, metabolic dysregulation, and hypertension in rural older adults

    Open Access•Yan Gao, Ziyi Guo et al.•ARTICLE•Frontiers in Public Health•2026

    Background Hypertension disproportionately affects older adults in rural settings. Labour-type physical activity is commonly assumed to protect cardiovascular health, yet it may not replicate the physiological stimulus of structured exercise. Evidence remains limited regarding how labour intensity and blood pressure-free obesity–metabolic phenotypes relate to hypertension in cold-climate rural populations. Methods This community-based cross-secti…

  • Labour-type physical activity, alcohol use and hypertension in rural older adults in Northeast China

    Open Access•Yongheng Zhao, Gaixia Hou et al.•ARTICLE•Frontiers in Public Health•2026

    Background Hypertension is highly prevalent in older adults, yet evidence from resource-limited rural settings remains limited. In Northeast China, older residents are chronically exposed to cold-climate stress, labour-intensive agricultural routines, and entrenched social drinking norms, which may shape blood pressure risk profiles differently from urban cohorts. Methods We analysed data from the 2025 Rural Elderly Health Examination Programme i…

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  • Routine-recorded physical activity and screening-defined cardio-renal-metabolic vulnerability amongst older adults in a cold-climate agricultural county in Northeast China

    Open Access•Zhuangzhuang Guo, YaRu Zhong et al.•ARTICLE•Frontiers in Public Health•2026

    Background Older adults in rural settings often show overlapping cardiovascular, renal, and metabolic abnormalities, yet the meaning of routine-recorded physical activity in health-examination data remains uncertain. Objective To examine the association between routine-recorded physical activity and screening-defined cardio-renal-metabolic (CRM) vulnerability amongst older adults in Wangkui County, China. Methods This community-based cross-sectio…

  • Diabetes-related exposure and screening-derived abnormality burden among older rural women in Northeast China

    Open Access•Limeng Liu, Yongheng Zhao et al.•ARTICLE•Frontiers in Public Health•2026

    Background Routine primary-care health examinations can identify clustered metabolic, renal–urinary, medication-related, and functional screening abnormalities in older adults, but their value for screening-derived abnormality-burden assessment in rural ageing populations remains underexplored. Methods This community-based cross-sectional secondary analysis used 2025 annual health-examination data from Wangkui County, Heilongjiang Province, North…

  • The “Futile Labour” Paradox

    Open Access•Kefeng Zhang, Xiaohui Liu et al.•ARTICLE•Frontiers in Public Health•2026

    Background Physical activity is widely promoted as a cornerstone of healthy ageing; however, this assumption largely derives from leisure-time exercise and may not apply to labour-dependent older populations. In rural settings, occupational physical activity (OPA) is often necessity-driven, prolonged, and embedded within structural constraints, yet its associations with metabolic and vascular outcomes in later life remain poorly understood. Metho…

  • Labour-type physical activity, metabolic dysregulation, and hypertension in rural older adults

    Open Access•Yan Gao, Ziyi Guo et al.•ARTICLE•Frontiers in Public Health•2026

    Background Hypertension disproportionately affects older adults in rural settings. Labour-type physical activity is commonly assumed to protect cardiovascular health, yet it may not replicate the physiological stimulus of structured exercise. Evidence remains limited regarding how labour intensity and blood pressure-free obesity–metabolic phenotypes relate to hypertension in cold-climate rural populations. Methods This community-based cross-secti…

  • Labour-type physical activity, alcohol use and hypertension in rural older adults in Northeast China

    Open Access•Yongheng Zhao, Gaixia Hou et al.•ARTICLE•Frontiers in Public Health•2026

    Background Hypertension is highly prevalent in older adults, yet evidence from resource-limited rural settings remains limited. In Northeast China, older residents are chronically exposed to cold-climate stress, labour-intensive agricultural routines, and entrenched social drinking norms, which may shape blood pressure risk profiles differently from urban cohorts. Methods We analysed data from the 2025 Rural Elderly Health Examination Programme i…

Physical Activity and Health (5 works) · Physical activity (4 works) · Poisson regression (3 works) · Blood pressure (2 works) · Cardiovascular and exercise physiology (2 works) · Disease (2 works) · Health disparities and outcomes (2 works) · Logistic regression (2 works) · Odds (2 works) · Odds ratio (2 works)

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