Cognitive Risk Stratification Score in Middle-aged and Older Adults With Type 2 Diabetes: A Cross-Sectional Study

被引:3
|
作者
Zhang, Jinghua [1 ]
Tam, Wilson Wai San [1 ]
Lu, Jinhua [2 ,3 ]
Chen, Junjie
Kusuyama, Joji [4 ]
Dong, Yanhong [1 ]
Yap, Xin Yi [1 ]
Zhou, Wentao [1 ,5 ]
Wang, Na [6 ]
Yeo, Hui Nan [6 ]
Lee, Frena Jia Sy [6 ]
Wu, Vivien Xi [1 ,7 ]
机构
[1] Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Ctr Translat Med, Yong Loo Lin Sch Med, Block MD6,Level 5,14 Med Dr, Singapore 117599, Singapore
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Microbiol & Immunol, Singapore 117545, Singapore
[3] Natl Univ Singapore, Yong Loo Lin Sch Med, Immunol Translat Res Program, Singapore 117456, Singapore
[4] Tokyo Med & Dent Univ TMDU, Grad Sch Med & Dent Sci, Bunkyo City, 1138510, Japan
[5] Natl Inst Neurosci, Singapore 308433, Singapore
[6] Natl Univ Hlth Syst, Natl Univ Polyclin, Singapore, Singapore
[7] Natl Univ Singapore, NUSMED Hlth Longev Translat Res Programme, Singapore 117456, Singapore
基金
日本学术振兴会;
关键词
cognition; cognitive impairment; neuronal function; noninsulin-dependent diabetes mellitus; type; 2; diabetes; INSULIN-RESISTANCE; OXIDATIVE STRESS; IMPAIRMENT; INFLAMMATION; ASSOCIATION; DYSFUNCTION; DEMENTIA; MOCA;
D O I
10.1210/clinem/dgaf063
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context: Cognitive impairment (CI) affects approximately 45% of middle-aged and older adults with type 2 diabetes mellitus (T2DM) globally. Although formal comprehensive neuropsychological tests are the gold standard for diagnosing CI, they are often time-intensive and may not be feasible in primary care. Objective: This study aimed to develop and validate a novel risk stratification score (RSS) to rapidly and comprehensively predict CI risk among middle-aged and older adults with T2DM, offering a streamlined alternative in clinical practice. Methods A cross-sectional study was conducted from July 2023 to February 2024 in a primary care polyclinic in Singapore's western region. Participants aged between 40 and 85 diagnosed with T2DM (n = 150) were included in a convenience sampling. The primary outcome was CI status, which was assessed using formal neuropsychological tests, including the Montreal Cognitive Assessment (MoCA). Results: CI was identified in 49.3% of participants (n = 74). The RSS, incorporating the MoCA, diastolic blood pressure, and Short Physical Performance Battery, demonstrated excellent discrimination, achieving an area under the receiver operating characteristic curve of 0.802 (P < .001). With an optimal cutoff of 0.3, the model showed a sensitivity of 63.5% and specificity of 86.8%, effectively differentiating high- and low-risk CI groups. Conclusion: RSS in clinical practice, exemplified by the Integrated Metabolic Cognitive Risk Stratification Pathway, is a promising tool for rapid CI risk assessment in primary care. Its robust predictive accuracy and ease of use support its application for early intervention in middle-aged and older adults with T2DM. Future studies should validate its use longitudinally and across diverse populations to enhance generalizability.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] β-Cell function is associated with osteosarcopenia in middle-aged and older nonobese patients with type 2 diabetes: A cross-sectional study
    Liu, Jidong
    Yu, Dongqing
    Xu, Mingyue
    Feng, Ruiying
    Sun, Yujing
    Yin, Xiaofei
    Lai, Hong
    Wang, Chuan
    Liu, Jinbo
    OPEN MEDICINE, 2021, 16 (01): : 1583 - 1590
  • [22] Associations between multiple metals exposure and cognitive function in the middle-aged and older adults from China: A cross-sectional study
    Hong, Shiru
    Wu, Sheng
    Wan, Zhengce
    Wang, Chenming
    Guan, Xin
    Fu, Ming
    Liu, Chenliang
    Wu, Tianhao
    Zhong, Guorong
    Zhou, Yuhan
    Xiao, Yang
    You, Yingqian
    Chen, Shengli
    Wang, Yuxi
    Zhao, Hui
    Zhang, Yichi
    Lin, Jie
    Bai, Yansen
    Guo, Huan
    ENVIRONMENTAL RESEARCH, 2024, 263
  • [23] Association among dietary magnesium, serum magnesium, and diabetes: a cross-sectional study in middle-aged and older adults
    Jie Wei
    Chao Zeng
    Xiao-xiao Li
    Qian-yi Gong
    Guang-hua Lei
    Tu-bao Yang
    Journal of Health, Population and Nutrition, 35
  • [24] Carotid intima-media thickness and cognitive function in a middle-aged and older adult community: a cross-sectional study
    Wang, Anxin
    Chen, Guojuan
    Su, Zhaoping
    Liu, Xiaoxue
    Yuan, Xiaodong
    Jiang, Ruixuan
    Cao, Yibin
    Chen, Shuohua
    Luo, Yanxia
    Guo, Xiuhua
    Wu, Shouling
    Zhao, Xingquan
    JOURNAL OF NEUROLOGY, 2016, 263 (10) : 2097 - 2104
  • [25] Dietary Diversity and Mild Cognitive Impairment in Middle-Aged and Older Chinese People: A Cross-Sectional Study
    Xiao, Qing
    Li, Yonggang
    Li, Benchao
    Li, Tingting
    Li, Fengping
    Li, Yuanyuan
    Chen, Liangkai
    Zhao, Zhuangju
    Wang, Qing
    Rong, Shuang
    JOURNAL OF ALZHEIMERS DISEASE REPORTS, 2023, 7 (01) : 1045 - 1053
  • [26] The association between dietary selenium intake and diabetes: a cross-sectional study among middle-aged and older adults
    Jie Wei
    Chao Zeng
    Qian-yi Gong
    Hao-bin Yang
    Xiao-xiao Li
    Guang-hua Lei
    Tu-bao Yang
    Nutrition Journal, 14 (1)
  • [27] Assessment of fracture risk by FRAX model in older adults with type 2 diabetes: a cross-sectional study in China
    Li, Ying
    Yang, Jun
    Xuan, Miao
    Ji, Peifang
    Zhang, Xiuzhen
    INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL MEDICINE, 2016, 9 (10): : 20432 - 20438
  • [28] Peripheral Inflammation and Cognitive Performance in Middle-Aged Adults With and Without Type 2 Diabetes: Results From the ENBIND Study
    Dyer, Adam H.
    McKenna, Louise
    Batten, Isabella
    Jones, Karen
    Widdowson, Matthew
    Dunne, Jean
    Conlon, Niall
    Reilly, Richard
    Woods, Conor P.
    O'Neill, Desmond
    Gibney, James
    Bourke, Nollaig M.
    Kennelly, Sean P.
    FRONTIERS IN AGING NEUROSCIENCE, 2020, 12
  • [29] Cognitive impairment in nondiabetic middle-aged and older adults is associated with insulin resistance
    Bruehl, H.
    Sweat, V.
    Hassenstab, J.
    Polyakov, V.
    Convit, A.
    JOURNAL OF CLINICAL AND EXPERIMENTAL NEUROPSYCHOLOGY, 2010, 32 (05) : 487 - 493
  • [30] Diabetes status and cognitive function in middle-aged and older adults in the Canadian longitudinal study on aging
    Sakib, Mohammad Nazmus
    Ramezan, Reza
    Hall, Peter A.
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14