Canonical Correlation Analysis on the Association Between Sleep Quality and Nutritional Status Among Centenarians in Hainan

被引:23
作者
Liu, Guangdong [1 ]
Yang, Shanshan [2 ]
Liu, Wei [3 ]
Wang, Shengshu [1 ]
Tai, Penggang [1 ]
Kou, Fuyin [1 ]
Jia, Wangping [1 ]
Han, Ke [1 ]
Liu, Miao [4 ]
He, Yao [1 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, State Key Lab Kidney Dis, Beijing Key Lab Aging & Geriatr, Clin Ctr 2,Inst Geriatr, Beijing, Peoples R China
[2] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Dept Dis Prevent & Control, Beijing, Peoples R China
[3] Chinese Peoples Liberat Army Gen Hosp, Hosp Management Inst, Beijing, Peoples R China
[4] Chinese Peoples Liberat Army Gen Hosp, Dept Stat & Epidemiol, Grad Sch, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
centenarians; sleep quality (SQ); canonical correlation analysis; Chinese; nutritional status; RISK; LIFE; MALNUTRITION; CHILDHOOD; INDEX; TOOL;
D O I
10.3389/fpubh.2020.585207
中图分类号
R1 [预防医学、卫生学];
学科分类号
100235 [预防医学];
摘要
Objective: To analyze the correlation between nutritional status and sleep quality among centenarians. Methods: A total of 1,002 centenarians in Hainan were included in the full sample survey. The Mini Nutritional Assessment-Short Form (MNA-SF) was used for nutritional risk assessment and the Pittsburgh Sleep Quality Index Scale (PSQI) was used for evaluating sleep quality. Canonical correlation analysis was conducted to analyze their correlation. Results: Two statistically significant (p < 0.05) canonical coefficients were found, with the first canonical correlation coefficient having a value of 0.247, eigenvalue of 0.065, and contribution rate of 89.0%. The linear combination of nutrition variable V-1, mainly determined by MNA1 (appetite loss), MNA5 (dementia/depression), and MNA2 (weight loss), indicates an association with sleep quality; the linear combination of sleep quality W-1, mainly determined by PSQI1 (subjective sleep quality), PSQI7 (daytime dysfunction), and PSQI2 (sleep latency), indicates an association with nutritional status. Appetite loss, dementia/depression, and weight loss have negative correlations with subjective sleep quality and daytime dysfunction. Conclusion: Among centenarians, the relationship between nutritional status and sleep quality is bidirectional. Furthermore, appetite loss, dementia/depression, weight loss, subjective sleep quality, and daytime dysfunction are the main relevant factors.
引用
收藏
页数:7
相关论文
共 27 条
[1]
Muscle fibre type adaptation in the elderly human muscle [J].
Andersen, JL .
SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS, 2003, 13 (01) :40-47
[2]
Body mass index, mini nutritional assessment, and their association with five-year mortality in very old people [J].
Burman, M. ;
Saatela, S. ;
Carlsson, M. ;
Olofsson, B. ;
Gustafson, Y. ;
Hornsten, C. .
JOURNAL OF NUTRITION HEALTH & AGING, 2015, 19 (04) :461-467
[3]
THE PITTSBURGH SLEEP QUALITY INDEX - A NEW INSTRUMENT FOR PSYCHIATRIC PRACTICE AND RESEARCH [J].
BUYSSE, DJ ;
REYNOLDS, CF ;
MONK, TH ;
BERMAN, SR ;
KUPFER, DJ .
PSYCHIATRY RESEARCH, 1989, 28 (02) :193-213
[4]
AGING YOUNG SLEEP - A TEST OF THE PHASE ADVANCE HYPOTHESIS OF SLEEP DISTURBANCE IN THE ELDERLY [J].
CAMPBELL, SS ;
DAWSON, D .
JOURNAL OF SLEEP RESEARCH, 1992, 1 (03) :205-210
[5]
Chen S, 2016, J SHANDONG NORMAL U, V31, P84, DOI [10.3969/j.issn.1001-4748.2016.03.016, DOI 10.3969/J.ISSN.1001-4748.2016.03.016]
[6]
Cuervo M, 2009, PUBLIC HEALTH NUTR, V12, P82, DOI 10.1017/S136898000800195X
[7]
Short Sleep Duration and Dietary Intake: Epidemiologic Evidence, Mechanisms, and Health Implications [J].
Dashti, Hassan S. ;
Scheer, Frank A. J. L. ;
Jacques, Paul F. ;
Lamon-Fava, Stefania ;
Ordovas, Jose M. .
ADVANCES IN NUTRITION, 2015, 6 (06) :648-659
[8]
Definitions and predictors of successful aging: A comprehensive review of larger quantitative studies [J].
Depp, CA ;
Jeste, DV .
AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY, 2006, 14 (01) :6-20
[9]
Sleep problems in adolescence and overweight/obesity in young adults: is there a causal link? [J].
Fatima, Yaqoot ;
Doi, Suhail A. R. ;
Al Mamun, Abdullah .
SLEEP HEALTH, 2018, 4 (02) :154-159
[10]
Quality of life, dependency and mental health scales of interest to nutritional studies in the population [J].
Granado de la Orden, Susana ;
Serrano Zarceno, Carmen ;
Belmonte Cortes, Susana .
NUTRICION HOSPITALARIA, 2015, 31 :265-271