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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
The Triglycerides and Glucose Index Is Associated with Mild Cognitive Impairment in Older Adults
Yéssika Weyman-Vela1, Luis E Simental-Mendía1, Abelardo Camacho-Luis2
1Unidad de Investigación Biomédica, Instituto Mexicano del Seguro Social, Durango, México.
Background:
It has been reported that insulin resistance is related to cognitive decline. The triglycerides and glucose (TyG) index, is a reliable and inexpensive surrogate test for detecting insulin resistance.
Aims:
The goal of this study was to evaluate the association between the TyG index and the mild cognitive impairment (MCI) in older adults.
Methods:
A total of 135 individuals, men and women aged 60 to 90 years, were enrolled in a case and control study. Individuals with a diagnosis of MCI (n = 65) were allocated into the case group and compared with individuals without MCI (n = 70) in the control group. Alcohol intake, diabetes duration ≥5 years, diagnoses of cerebrovascular disease, brain injury, folic acid deficiency, dementia, moderate or severe CI, major depressive disorders, and thyroid disease were exclusion criteria.
Results:
Individuals in the case group exhibited higher waist circumference (97.9 ± 13.9 versus 93.5 ± 13.0, p = .001) and TyG index (5.0 ± 0.3 versus 4.1 ± 0.2, p = .001) than individuals in the control group. The TyG index ≥4.68 (OR 6.91; 95% CI 2.05-11.68) and waist circumference (OR 1.03; 95% CI 1.01-1.06) were positively associated with MCI, while education level (OR 0.44; 95% CI 0.30-0.61), occupation (OR 0.75; 95% CI 0.59-0.61), and exercise (OR 0.34; 95% CI 0.22-0.52) were inversely associated with MCI. After controlling for sex, age, waist circumference, education level, occupation, and exercise, a TyG index ≥4.68 remained significantly associated with MCI (OR 2.97; 95% CI 1.12-14.71).
Conclusion:
The TyG index is independently associated with the presence of MCI in older people.
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