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

被引:1
|
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] A community-based cross-sectional study of sleep quality in middle-aged and older adults
    Hui-Shan Zhang
    Yuan Li
    Hai-yun Mo
    De-Xing Qiu
    Jing Zhao
    Jia-Li Luo
    Wei-Quan Lin
    Jia-Ji Wang
    Pei-Xi Wang
    Quality of Life Research, 2017, 26 : 923 - 933
  • [22] The cross-sectional association of renal dysfunction with tests of cognition in middle-aged adults with early type 2 diabetes The GRADE Study
    Barzilay, Joshua, I
    Younes, Naji
    Pop-Busui, Rodica
    Florez, Hermes
    Seaquist, Elizabeth
    Falck-Ytter, Corinna
    Luchsinger, Jose A.
    JOURNAL OF DIABETES AND ITS COMPLICATIONS, 2021, 35 (03)
  • [23] Metabolic syndrome in middle-aged and older women: A cross-sectional study
    Moreira, Mayle Andrade
    da Camara, Saionara Maria Aires
    Fernandes, Sabrina Gabrielle Gomes
    Azevedo, Ingrid Guerra
    Cavalcanti Maciel, Alvaro Campos
    WOMENS HEALTH, 2022, 18
  • [24] Metabolic syndrome in middle-aged and older women: A cross-sectional study
    Andrade Moreira, Mayle
    Aires da Camara, Saionara Maria
    Gomes Fernandes, Sabrina Gabrielle
    Guerra Azevedo, Ingrid
    Cavalcanti Maciel, Alvaro Campos
    WOMENS HEALTH, 2022, 18
  • [25] The prevalence and associated factors of motoric cognitive risk syndrome in multiple ethnic middle-aged to older adults in west China: a cross-sectional study
    Sun, Xuelian
    Harris, Kiyana Elizabeth
    Hou, Lisha
    Xia, Xin
    Liu, Xiaolei
    Ge, Meiling
    Jia, Shuli
    Zhou, Lixing
    Zhao, Wanyu
    Zhang, Yan
    Zhao, Yunli
    Mei, Yang
    Zhang, Gongchang
    Xin, Liuyi
    Hao, Qiukui
    Shen, Yanjiao
    Xiao, Chun
    Yue, Jirong
    Ge, Ning
    Li, Ying
    Dong, Birong
    Xue, Qianli
    EUROPEAN JOURNAL OF NEUROLOGY, 2022, 29 (05) : 1354 - 1365
  • [26] Understanding perceived risk of type 2 diabetes in healthy middle-aged adults: A cross-sectional study of associations with modelled risk, clinical risk factors, and psychological factors
    Godino, Job G.
    van Sluijs, Esther M. F.
    Sutton, Stephen
    Griffin, Simon J.
    DIABETES RESEARCH AND CLINICAL PRACTICE, 2014, 106 (03) : 412 - 419
  • [27] Prevalence and Risk Factors of Type 2 Diabetes and Prediabetes Among 53,288 Middle-Aged and Elderly Adults in China: A Cross-Sectional Study
    Xia, Mengdi
    Liu, Kaixiang
    Feng, Jie
    Zheng, Zaiqiong
    Xie, Xisheng
    DIABETES METABOLIC SYNDROME AND OBESITY-TARGETS AND THERAPY, 2021, 14 : 1975 - 1985
  • [28] Prevalence and risk factors of depression in middle-aged and older adults in urban and rural areas in China: a cross-sectional study
    Wu, Yangyang
    Lei, Puchao
    Ye, Ruixue
    Sunil, Thankam S.
    Zhou, Huan
    LANCET, 2019, 394 : 53 - 53
  • [29] Individual and combined effects of famine exposure and obesity parameters on type 2 diabetes in middle-aged and older adults A population-based cross-sectional study
    Li, Xiaoping
    Li, Xiaoguang
    Sun, Lu
    Yang, Liu
    Wang, Congzhi
    Yuan, Ting
    Lei, Yunxiao
    Li, Jing
    Liu, Mingming
    Zhang, Dongmei
    Hua, Ying
    Liu, Haiyang
    Zhang, Lin
    MEDICINE, 2024, 103 (32)
  • [30] Triglycerides, high-density lipoprotein and cognitive function in middle-aged and older adults: a cross-sectional analysis
    Lanying Xie
    Huanhuan Luo
    Yajie Zhao
    Yuqing Hao
    Jie Gao
    Chao Sun
    Huixiu Hu
    Biogerontology, 2025, 26 (2)