Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study

To examine the association of body mass index (BMI) and a plant-based diet (PBD) with cognitive impairment in older adults, this cohort study used data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), a national, community-based, longitudinal, prospective study in China. Cognitive fun...

Full description

Bibliographic Details
Main Authors: Fang Liang, Jialin Fu, Gabrielle Turner-McGrievy, Yechuang Wang, Nan Qiu, Kai Ding, Jing Zeng, Justin B. Moore, Rui Li
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/14/15/3132
_version_ 1797412681601253376
author Fang Liang
Jialin Fu
Gabrielle Turner-McGrievy
Yechuang Wang
Nan Qiu
Kai Ding
Jing Zeng
Justin B. Moore
Rui Li
author_facet Fang Liang
Jialin Fu
Gabrielle Turner-McGrievy
Yechuang Wang
Nan Qiu
Kai Ding
Jing Zeng
Justin B. Moore
Rui Li
author_sort Fang Liang
collection DOAJ
description To examine the association of body mass index (BMI) and a plant-based diet (PBD) with cognitive impairment in older adults, this cohort study used data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), a national, community-based, longitudinal, prospective study in China. Cognitive function was evaluated via the Mini-Mental State Examination (MMSE). Diet was assessed using a simplified food frequency questionnaire (FFQ), and PBD patterns were estimated using the overall plant-based diet index (PDI), the healthful plant-based diet index (hPDI), and the unhealthful plant-based diet index (uPDI). BMI was measured objectively during the physical examination. Cox proportional hazard models and restricted cubic spline analyses were used. A total of 4792 participants with normal cognition at baseline were included, and 1077 participants were identified as having developed cognitive impairment during the 24,156 person-years of follow-up. A reverse J-shaped association was observed between BMI and cognitive impairment (<i>p</i> = 0.005 for nonlinearity). Participants who were overweight (HR = 0.79; 95% CI 0.66–0.95) and obese (HR = 0.72; 95% CI 0.54–0.96) had a decreased risk of cognitive impairment, while those who were underweight (HR = 1.42; 95% CI 1.21–1.66) had an increased risk. Lower PDI, lower hPDI, and higher uPDI were associated with an increased risk of cognitive impairment (HR = 1.32; 95% CI 1.16–1.50 for PDI; HR = 1.46; 95% CI 1.29–1.66 for hPDI; HR = 1.21; 95% CI 1.06–1.38 for uPDI). The protective effect of being overweight on cognitive impairment was more pronounced among participants with a higher PDI (HR = 0.74; 95% CI 0.57–0.95) than those with a lower PDI (HR = 0.87; 95% CI 0.67–1.12), among participants with a higher hPDI (HR = 0.73; 95% CI 0.57–0.94) than those with a lower hPDI (HR = 0.93; 95% CI 0.72–1.10), and among participants with a lower uPDI (HR = 0.61; 95% CI 0.46–0.80) than those with a higher uPDI (HR = 1.01; 95% CI 0.80–1.27). Our results support the positive associations of overweight status, obesity, an overall PBD, and a healthful PBD with cognitive function in older adults. A lower adherence to an overall PBD, a healthful PBD, and a higher adherence to an unhealthful PBD may attenuate the protective effect of being overweight on cognitive function.
first_indexed 2024-03-09T05:06:40Z
format Article
id doaj.art-11a7ae07f2754686a73f5aaab5ca46e7
institution Directory Open Access Journal
issn 2072-6643
language English
last_indexed 2024-03-09T05:06:40Z
publishDate 2022-07-01
publisher MDPI AG
record_format Article
series Nutrients
spelling doaj.art-11a7ae07f2754686a73f5aaab5ca46e72023-12-03T12:53:44ZengMDPI AGNutrients2072-66432022-07-011415313210.3390/nu14153132Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort StudyFang Liang0Jialin Fu1Gabrielle Turner-McGrievy2Yechuang Wang3Nan Qiu4Kai Ding5Jing Zeng6Justin B. Moore7Rui Li8School of Public Health, Wuhan University, Wuhan 430071, ChinaSchool of Public Health, Wuhan University, Wuhan 430071, ChinaDepartment of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USASchool of Public Health, Wuhan University, Wuhan 430071, ChinaSchool of Public Health, Wuhan University, Wuhan 430071, ChinaSchool of Public Health, Wuhan University, Wuhan 430071, ChinaSchool of Public Health, Wuhan University, Wuhan 430071, ChinaDepartment of Implementation Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27101, USASchool of Public Health, Wuhan University, Wuhan 430071, ChinaTo examine the association of body mass index (BMI) and a plant-based diet (PBD) with cognitive impairment in older adults, this cohort study used data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), a national, community-based, longitudinal, prospective study in China. Cognitive function was evaluated via the Mini-Mental State Examination (MMSE). Diet was assessed using a simplified food frequency questionnaire (FFQ), and PBD patterns were estimated using the overall plant-based diet index (PDI), the healthful plant-based diet index (hPDI), and the unhealthful plant-based diet index (uPDI). BMI was measured objectively during the physical examination. Cox proportional hazard models and restricted cubic spline analyses were used. A total of 4792 participants with normal cognition at baseline were included, and 1077 participants were identified as having developed cognitive impairment during the 24,156 person-years of follow-up. A reverse J-shaped association was observed between BMI and cognitive impairment (<i>p</i> = 0.005 for nonlinearity). Participants who were overweight (HR = 0.79; 95% CI 0.66–0.95) and obese (HR = 0.72; 95% CI 0.54–0.96) had a decreased risk of cognitive impairment, while those who were underweight (HR = 1.42; 95% CI 1.21–1.66) had an increased risk. Lower PDI, lower hPDI, and higher uPDI were associated with an increased risk of cognitive impairment (HR = 1.32; 95% CI 1.16–1.50 for PDI; HR = 1.46; 95% CI 1.29–1.66 for hPDI; HR = 1.21; 95% CI 1.06–1.38 for uPDI). The protective effect of being overweight on cognitive impairment was more pronounced among participants with a higher PDI (HR = 0.74; 95% CI 0.57–0.95) than those with a lower PDI (HR = 0.87; 95% CI 0.67–1.12), among participants with a higher hPDI (HR = 0.73; 95% CI 0.57–0.94) than those with a lower hPDI (HR = 0.93; 95% CI 0.72–1.10), and among participants with a lower uPDI (HR = 0.61; 95% CI 0.46–0.80) than those with a higher uPDI (HR = 1.01; 95% CI 0.80–1.27). Our results support the positive associations of overweight status, obesity, an overall PBD, and a healthful PBD with cognitive function in older adults. A lower adherence to an overall PBD, a healthful PBD, and a higher adherence to an unhealthful PBD may attenuate the protective effect of being overweight on cognitive function.https://www.mdpi.com/2072-6643/14/15/3132cognitive impairmentbody mass indexplant-based dietary patternolder Chinese adultscohort
spellingShingle Fang Liang
Jialin Fu
Gabrielle Turner-McGrievy
Yechuang Wang
Nan Qiu
Kai Ding
Jing Zeng
Justin B. Moore
Rui Li
Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
Nutrients
cognitive impairment
body mass index
plant-based dietary pattern
older Chinese adults
cohort
title Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
title_full Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
title_fullStr Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
title_full_unstemmed Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
title_short Association of Body Mass Index and Plant-Based Diet with Cognitive Impairment among Older Chinese Adults: A Prospective, Nationwide Cohort Study
title_sort association of body mass index and plant based diet with cognitive impairment among older chinese adults a prospective nationwide cohort study
topic cognitive impairment
body mass index
plant-based dietary pattern
older Chinese adults
cohort
url https://www.mdpi.com/2072-6643/14/15/3132
work_keys_str_mv AT fangliang associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT jialinfu associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT gabrielleturnermcgrievy associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT yechuangwang associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT nanqiu associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT kaiding associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT jingzeng associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT justinbmoore associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy
AT ruili associationofbodymassindexandplantbaseddietwithcognitiveimpairmentamongolderchineseadultsaprospectivenationwidecohortstudy