Quantitative comorbidity risk assessment of dementia in Taiwan A population-based cohort study

被引:0
作者
Lin, Chun-Hung Richard [1 ]
Tsai, Jui-Hsiu [2 ,3 ,4 ]
Wu, Shihn-Sheng [5 ]
Chang, Yang-Pei [6 ]
Wen, Yen-Hsia [5 ]
Liu, Jain-Shing [7 ]
Lung, For-Wey [2 ,3 ]
机构
[1] Natl Sun Yat Sen Univ, Dept Comp Sci & Engn, Pingtung, Taiwan
[2] Natl Hlth Res Inst Taiwan, Program Environm & Occupat Med, Pingtung, Taiwan
[3] Kaohsiung Med Univ, Pingtung, Taiwan
[4] Calo Psychiat Ctr, Pingtung, Taiwan
[5] Kaohsiung Med Univ, Kaohsiung Municipal Ta Tung Hosp, Coll Pharm, Sch Pharm, Kaohsiung, Taiwan
[6] Kaohsiung Med Univ, Kaohsiung Municipal Ta Tung Hosp, Dept Neurol, Kaohsiung, Taiwan
[7] Providence Univ, Dept Comp Sci & Informat Engn, Taichung, Taiwan
关键词
dementia; depression; logistic regression model; vascular disease; PREVALENCE; DISEASE; PEOPLE; CATARACTS; SHANGHAI; CHINA;
D O I
10.1097/MD.0000000000010298
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Dementia is one of the most burdensome illnesses in elderly populations worldwide. However, the literature about multiple risk factors for dementia is scant. To develop a simple, rapid, and appropriate predictive tool for the clinical quantitative assessment of multiple risk factors for dementia. A population-based cohort study. Based on the Taiwan National Health Insurance Research Database, participants first diagnosed with dementia from 2000 to 2009 and aged >= 65 years in 2000 were included. A logistic regression model with Bayesian supervised learning inference was implemented to evaluate the quantitative effects of 1- to 6-comorbidity risk factors for dementia in the elderly Taiwanese population: depression, vascular disease, severe head injury, hearing loss, diabetes mellitus (DM), and senile cataract, identified from a nationwide longitudinal population-based database. This study enrolled 4749 (9.5%) patients first diagnosed as having dementia. Aged, female, urban residence, and low income were found as independent sociodemographic risk factors for dementia. Among all odds ratios (ORs) of 2-comorbidity risk factors for dementia, comorbid depression and vascular disease had the highest adjusted OR of 6.726. The 5-comorbidity risk factors, namely depression, vascular disease, severe head injury, hearing loss, and DM, exhibited the highest OR of 8.767. Overall, the quantitative effects of 2 to 6 comorbidities and age difference on dementia gradually increased; hence, their ORs were less than additive. These results indicate that depression is a key comorbidity risk factor for dementia. The present findings suggest that physicians should pay more attention to the role of depression in dementia development. Depression is a key cormorbidity risk factor for dementia. It is the urgency of evaluating the nature of the link between depression and dementia; and further testing what extent controlling depression could effectively lead to the prevention of dementia.
引用
收藏
页数:6
相关论文
共 33 条
  • [1] [Anonymous], 2020, Numbers of people with dementia worldwide: An update to the estimates in the World Alzheimer Report 2015
  • [2] Bozkurt S., 2011, 2011 4th International Conference on Biomedical Engineering and Informatics, P1689, DOI 10.1109/BMEI.2011.6098546
  • [3] Characteristics of outpatient prescriptions for frail Taiwanese elders with long-term care needs
    Chan, Ding-Cheng
    Hao, Yi-Ting
    Wu, Shwu-Chong
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2009, 18 (04) : 327 - 334
  • [4] Risk Factors for Dementia
    Chen, Jen-Hau
    Lin, Kun-Pei
    Chen, Yen-Ching
    [J]. JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION, 2009, 108 (10) : 754 - 764
  • [5] Bayesian Networks
    Darwiche, Adnan
    [J]. COMMUNICATIONS OF THE ACM, 2010, 53 (12) : 80 - 90
  • [6] Domingos P., 2015, The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
  • [7] The prevalence of dementia in the People's Republic of China: a systematic analysis of 1980-2004 studies
    Dong, Meng-Jie
    Peng, Bin
    Lin, Xiang-Tong
    Zhao, Jun
    Zhou, Yan-Rong
    Wang, Run-Hua
    [J]. AGE AND AGEING, 2007, 36 (06) : 619 - 624
  • [8] Fulton Maryann M, 2005, J Am Acad Nurse Pract, V17, P123, DOI 10.1111/j.1041-2972.2005.0020.x
  • [9] Cytosolic β-amyloid deposition and supranuclear cataracts in lenses from people with Alzheimer's disease
    Goldstein, LE
    Muffat, JA
    Cherny, RA
    Moir, RD
    Ericsson, MH
    Huang, XD
    Mavros, C
    Coccia, JA
    Faget, KY
    Fitch, KA
    Masters, CL
    Tanzi, RE
    Chylack, LT
    Bush, AI
    [J]. LANCET, 2003, 361 (9365) : 1258 - 1265
  • [10] Harding J J, 1998, Curr Opin Ophthalmol, V9, P10, DOI 10.1097/00055735-199802000-00003