Skip to main content
Top
Published in: European Journal of Epidemiology 7/2010

Open Access 01-07-2010 | NEURO-EPIDEMIOLOGY

Is childhood meat eating associated with better later adulthood cognition in a developing population?

Authors: Michelle Heys, Chaoqiang Jiang, C. Mary Schooling, WeiSen Zhang, Kar Keung Cheng, Tai Hing Lam, Gabriel M. Leung

Published in: European Journal of Epidemiology | Issue 7/2010

Login to get access

Abstract

Inadequate childhood nutrition is associated with poor short-term academic and cognitive outcomes. Dietary supplementation with meat is associated with better cognitive outcome in children. Whether childhood nutrition has life long effects on cognitive function is unclear. We examined the association of childhood meat eating with adulthood cognitive function in southern China where the older population lived through significant hardship during their early years. Multivariable linear regression was used in a cross-sectional study of 20,086 Chinese men and women aged ≥ 50 years from the Guangzhou Biobank Cohort Study (phases 2 and 3) 2005–8. We assessed the association of childhood meat eating with delayed 10-word and immediate recall score. Adjusted for age, sex, education, childhood and adulthood socio-economic position and current physical activity, childhood meat eating almost daily, when compared to yearly or never childhood meat eating, was positively associated with delayed recall score (additional number of words recalled out of 10 = 0.22 [95% confidence interval = 0.11–0.31]). Similarly adjusted, childhood meat eating about once a month, about once a week and almost daily were positively associated with immediate recall score (additional number of words recalled out of 30 = 0.38 [0.23–0.54], 0.73 [0.56–0.89] and 0.76 [0.55–0.98] respectively). More frequent childhood meat eating was associated with better cognition through to old age. If confirmed, these results highlight the importance of adequate childhood nutrition and they also emphasise the childhood and adolescent antecedents of adult disease, with corresponding public health implications for healthy aging.
Literature
1.
go back to reference Ferri CP, Prince M, Brayne C, Brodaty H, Fratiglioni L, Ganguli M, et al. Global prevalence of dementia: a delphi consensus study. Lancet. 2005;366(9503):2112–7.CrossRefPubMed Ferri CP, Prince M, Brayne C, Brodaty H, Fratiglioni L, Ganguli M, et al. Global prevalence of dementia: a delphi consensus study. Lancet. 2005;366(9503):2112–7.CrossRefPubMed
2.
go back to reference Woo J, Kwok T, Sze FK, Yuan HJ. Ageing in China: health and social consequences and responses. Int J Epidemiol. 2002;31(4):772–5.CrossRefPubMed Woo J, Kwok T, Sze FK, Yuan HJ. Ageing in China: health and social consequences and responses. Int J Epidemiol. 2002;31(4):772–5.CrossRefPubMed
3.
go back to reference Snowdon DA, Kemper SJ, Mortimer JA, Greiner LH, Wekstein DR, Markesbery WR. Linguistic ability in early life and cognitive function and Alzheimer’s disease in late life. Findings from the Nun Study. Jama. 1996;275(7):528–32.CrossRefPubMed Snowdon DA, Kemper SJ, Mortimer JA, Greiner LH, Wekstein DR, Markesbery WR. Linguistic ability in early life and cognitive function and Alzheimer’s disease in late life. Findings from the Nun Study. Jama. 1996;275(7):528–32.CrossRefPubMed
4.
go back to reference Kaplan GA, Turrell G, Lynch JW, Everson SA, Helkala EL, Salonen JT. Childhood socioeconomic position and cognitive function in adulthood. Int J Epidemiol. 2001;30(2):256–63.CrossRefPubMed Kaplan GA, Turrell G, Lynch JW, Everson SA, Helkala EL, Salonen JT. Childhood socioeconomic position and cognitive function in adulthood. Int J Epidemiol. 2001;30(2):256–63.CrossRefPubMed
5.
go back to reference Heys M, Schooling CM, Jiang C, Adab P, Cheng KK, Lam TH, et al. Childhood growth and adulthood cognition in a rapidly developing population. Epidemiology. 2009;20(1):91–9.CrossRefPubMed Heys M, Schooling CM, Jiang C, Adab P, Cheng KK, Lam TH, et al. Childhood growth and adulthood cognition in a rapidly developing population. Epidemiology. 2009;20(1):91–9.CrossRefPubMed
6.
go back to reference Richards M, Wadsworth ME. Long term effects of early adversity on cognitive function. Arch Dis Child. 2004;89(10):922–7.CrossRefPubMed Richards M, Wadsworth ME. Long term effects of early adversity on cognitive function. Arch Dis Child. 2004;89(10):922–7.CrossRefPubMed
7.
go back to reference Kuklina EV, Ramakrishnan U, Stein AD, Barnhart HH, Martorell R. Growth and diet quality are associated with the attainment of walking in rural Guatemalan infants. J Nutr. 2004;134(12):3296–300.PubMed Kuklina EV, Ramakrishnan U, Stein AD, Barnhart HH, Martorell R. Growth and diet quality are associated with the attainment of walking in rural Guatemalan infants. J Nutr. 2004;134(12):3296–300.PubMed
8.
go back to reference Siegel EH, Stoltzfus RJ, Kariger PK, Katz J, Khatry SK, LeClerq SC, et al. Growth indices, anemia, and diet independently predict motor milestone acquisition of infants in south central Nepal. J Nutr. 2005;135(12):2840–4.PubMed Siegel EH, Stoltzfus RJ, Kariger PK, Katz J, Khatry SK, LeClerq SC, et al. Growth indices, anemia, and diet independently predict motor milestone acquisition of infants in south central Nepal. J Nutr. 2005;135(12):2840–4.PubMed
9.
go back to reference Morgan J, Taylor A, Fewtrell M. Meat consumption is positively associated with psychomotor outcome in children up to 24 months of age. J Pediatr Gastroenterol Nutr. 2004;39(5):493–8.CrossRefPubMed Morgan J, Taylor A, Fewtrell M. Meat consumption is positively associated with psychomotor outcome in children up to 24 months of age. J Pediatr Gastroenterol Nutr. 2004;39(5):493–8.CrossRefPubMed
10.
go back to reference Neumann CG, Bwibo NO, Murphy SP, Sigman M, Whaley S, Allen LH, et al. Animal source foods improve dietary quality, micronutrient status, growth and cognitive function in Kenyan school children: background, study design and baseline findings. J Nutr. 2003;133(11 Suppl 2):3941S–9S.PubMed Neumann CG, Bwibo NO, Murphy SP, Sigman M, Whaley S, Allen LH, et al. Animal source foods improve dietary quality, micronutrient status, growth and cognitive function in Kenyan school children: background, study design and baseline findings. J Nutr. 2003;133(11 Suppl 2):3941S–9S.PubMed
11.
go back to reference Stein AD, Wang M, DiGirolamo A, Grajeda R, Ramakrishnan U, Ramirez-Zea M, et al. Nutritional supplementation in early childhood, schooling, and intellectual functioning in adulthood: a prospective study in Guatemala. Arch Pediatr Adolesc Med. 2008;162(7):612–8.CrossRefPubMed Stein AD, Wang M, DiGirolamo A, Grajeda R, Ramakrishnan U, Ramirez-Zea M, et al. Nutritional supplementation in early childhood, schooling, and intellectual functioning in adulthood: a prospective study in Guatemala. Arch Pediatr Adolesc Med. 2008;162(7):612–8.CrossRefPubMed
12.
go back to reference Welsh KA, Hoffman JM, Earl NL, Hanson MW. Neural correlates of dementia: regional brain metabolism (FDG-PET) and the CERAD neuropsychological battery. Arch Clin Neuropsychol. 1994;9(5):395–409.PubMed Welsh KA, Hoffman JM, Earl NL, Hanson MW. Neural correlates of dementia: regional brain metabolism (FDG-PET) and the CERAD neuropsychological battery. Arch Clin Neuropsychol. 1994;9(5):395–409.PubMed
13.
go back to reference Prince M, Acosta D, Chiu H, Scazufca M, Varghese M. Dementia diagnosis in developing countries: a cross-cultural validation study. Lancet. 2003;361(9361):909–17.CrossRefPubMed Prince M, Acosta D, Chiu H, Scazufca M, Varghese M. Dementia diagnosis in developing countries: a cross-cultural validation study. Lancet. 2003;361(9361):909–17.CrossRefPubMed
14.
go back to reference Shankle WR, Romney AK, Hara J, Fortier D, Dick MB, Chen JM, et al. Methods to improve the detection of mild cognitive impairment. In Proceedings of the National Academy of Sciences of the United States of America. 2005 Mar 29;102(13):4919-24. Shankle WR, Romney AK, Hara J, Fortier D, Dick MB, Chen JM, et al. Methods to improve the detection of mild cognitive impairment. In Proceedings of the National Academy of Sciences of the United States of America. 2005 Mar 29;102(13):4919-24.
15.
go back to reference Ritchie K, Touchon J. Mild cognitive impairment: conceptual basis and current nosological status. Lancet. 2000;355(9199):225–8.CrossRefPubMed Ritchie K, Touchon J. Mild cognitive impairment: conceptual basis and current nosological status. Lancet. 2000;355(9199):225–8.CrossRefPubMed
16.
go back to reference Petersen RC. Mild cognitive impairment: current research and clinical implications. Semin Neurol. 2007;27(1):22–31.CrossRefPubMed Petersen RC. Mild cognitive impairment: current research and clinical implications. Semin Neurol. 2007;27(1):22–31.CrossRefPubMed
17.
go back to reference Gauthier S, Reisberg B, Zaudig M, Petersen RC, Ritchie K, Broich K, et al. Mild cognitive impairment. Lancet. 2006;367(9518):1262–70.CrossRefPubMed Gauthier S, Reisberg B, Zaudig M, Petersen RC, Ritchie K, Broich K, et al. Mild cognitive impairment. Lancet. 2006;367(9518):1262–70.CrossRefPubMed
18.
go back to reference Mariani E, Monastero R, Mecocci P. Mild cognitive impairment: a systematic review. J Alzheimers Dis. 2007;12(1):23–35.PubMed Mariani E, Monastero R, Mecocci P. Mild cognitive impairment: a systematic review. J Alzheimers Dis. 2007;12(1):23–35.PubMed
19.
go back to reference Jiang C, Thomas GN, Lam TH, Schooling CM, Zhang W, Lao X, et al. Cohort profile: The Guangzhou Biobank Cohort Study, a Guangzhou-Hong Kong-Birmingham collaboration. Int J Epidemiol. 2006;35(4):844–52.CrossRefPubMed Jiang C, Thomas GN, Lam TH, Schooling CM, Zhang W, Lao X, et al. Cohort profile: The Guangzhou Biobank Cohort Study, a Guangzhou-Hong Kong-Birmingham collaboration. Int J Epidemiol. 2006;35(4):844–52.CrossRefPubMed
20.
go back to reference Eckstein A. China’s economic development: Ann Arbor: University of Michigan; 1975. Eckstein A. China’s economic development: Ann Arbor: University of Michigan; 1975.
21.
go back to reference Maddison A. Chinese economic performance in the long run. Paris: OECD; 1998.CrossRef Maddison A. Chinese economic performance in the long run. Paris: OECD; 1998.CrossRef
22.
go back to reference Ognjanovic S, Yamamoto J, Maskarinec G, Le Marchand L. NAT2, meat consumption and colorectal cancer incidence: an ecological study among 27 countries. Cancer Cause Control. 2006;17(9):1175–82.CrossRef Ognjanovic S, Yamamoto J, Maskarinec G, Le Marchand L. NAT2, meat consumption and colorectal cancer incidence: an ecological study among 27 countries. Cancer Cause Control. 2006;17(9):1175–82.CrossRef
23.
go back to reference Du S, Lu B, Zhai F, Popkin BM. A new stage of the nutrition transition in China. Public Health Nutr. 2002;5(1A):169–74.CrossRefPubMed Du S, Lu B, Zhai F, Popkin BM. A new stage of the nutrition transition in China. Public Health Nutr. 2002;5(1A):169–74.CrossRefPubMed
24.
go back to reference Chan A, R. M, Unger J. Chen village under Mao and Deng. Berkeley, CA: University of California Press; 1992. Chan A, R. M, Unger J. Chen village under Mao and Deng. Berkeley, CA: University of California Press; 1992.
25.
go back to reference Parish WL, Whyte MK. Village and family life in contempory China. Chicago, IL: University of Chicago Press; 1978. Parish WL, Whyte MK. Village and family life in contempory China. Chicago, IL: University of Chicago Press; 1978.
26.
go back to reference Whyte MK, Parish WL. Urban life in contemporary China. Chicago, IL: University of Chicago Press; 1984. Whyte MK, Parish WL. Urban life in contemporary China. Chicago, IL: University of Chicago Press; 1984.
27.
go back to reference Schooling CM, Jiang CQ, Lam TH, Zhang WS, Cheng KK, Leung GM. Life-course origins of social inequalities in metabolic risk in the population of a developing country. Am J Epidemiol. 2008;167(4):419–28.CrossRefPubMed Schooling CM, Jiang CQ, Lam TH, Zhang WS, Cheng KK, Leung GM. Life-course origins of social inequalities in metabolic risk in the population of a developing country. Am J Epidemiol. 2008;167(4):419–28.CrossRefPubMed
28.
go back to reference Barros AJ, Hirakata VN. Alternatives for logistic regression in cross-sectional studies: an empirical comparison of models that directly estimate the prevalence ratio. BMC Med Res Methodol. 2003;3:21.CrossRefPubMed Barros AJ, Hirakata VN. Alternatives for logistic regression in cross-sectional studies: an empirical comparison of models that directly estimate the prevalence ratio. BMC Med Res Methodol. 2003;3:21.CrossRefPubMed
29.
go back to reference Ihwiks. International Physical Activity Questionnaire. 2005. Ihwiks. International Physical Activity Questionnaire. 2005.
30.
go back to reference Rothman KJ, Greenland S. Modern Epidemiology, vol. 2nd. Philadelphia: Lippincott-Raven; 1998. Rothman KJ, Greenland S. Modern Epidemiology, vol. 2nd. Philadelphia: Lippincott-Raven; 1998.
31.
go back to reference Sosa AL, Albanese E, Prince M, Acosta D, Ferri CP, Guerra M, et al. Population normative data for the 10/66 Dementia Research Group cognitive test battery from Latin America, India and China: a cross-sectional survey. BMC Neurol. 2009;9:48.CrossRefPubMed Sosa AL, Albanese E, Prince M, Acosta D, Ferri CP, Guerra M, et al. Population normative data for the 10/66 Dementia Research Group cognitive test battery from Latin America, India and China: a cross-sectional survey. BMC Neurol. 2009;9:48.CrossRefPubMed
32.
go back to reference Jurek AM, Greenland S, Maldonado G, Church TR. Proper interpretation of non-differential misclassification effects: expectations vs observations. Int J Epidemiol. 2005;34(3):680–7.CrossRefPubMed Jurek AM, Greenland S, Maldonado G, Church TR. Proper interpretation of non-differential misclassification effects: expectations vs observations. Int J Epidemiol. 2005;34(3):680–7.CrossRefPubMed
33.
go back to reference Pasinetti GM, Zhao Z, Qin W, Ho L, Shrishailam Y, Macgrogan D, et al. Caloric intake and Alzheimer’s disease. Experimental approaches and therapeutic implications. Interdiscip Top Gerontol. 2007;35:159–75.PubMed Pasinetti GM, Zhao Z, Qin W, Ho L, Shrishailam Y, Macgrogan D, et al. Caloric intake and Alzheimer’s disease. Experimental approaches and therapeutic implications. Interdiscip Top Gerontol. 2007;35:159–75.PubMed
34.
go back to reference Hebert JR, Clemow L, Pbert L, Ockene IS, Ockene JK. Social desirability bias in dietary self-report may compromise the validity of dietary intake measures. Int J Epidemiol. 1995;24(2):389–98.CrossRefPubMed Hebert JR, Clemow L, Pbert L, Ockene IS, Ockene JK. Social desirability bias in dietary self-report may compromise the validity of dietary intake measures. Int J Epidemiol. 1995;24(2):389–98.CrossRefPubMed
35.
go back to reference Kipnis V, Midthune D, Freedman L, Bingham S, Day NE, Riboli E, et al. Bias in dietary-report instruments and its implications for nutritional epidemiology. Public Health Nutrition. 2002;5(6):915–23.CrossRefPubMed Kipnis V, Midthune D, Freedman L, Bingham S, Day NE, Riboli E, et al. Bias in dietary-report instruments and its implications for nutritional epidemiology. Public Health Nutrition. 2002;5(6):915–23.CrossRefPubMed
36.
go back to reference Davis N, Gross J, Hayne H. Defining the boundary of childhood amnesia. Memory (Hove, England). 2008;16(5):465–74.CrossRef Davis N, Gross J, Hayne H. Defining the boundary of childhood amnesia. Memory (Hove, England). 2008;16(5):465–74.CrossRef
37.
go back to reference Wang Q. Earliest recollections of self and others in European American and Taiwanese young adults. Psychol Sci. 2006;17(8):708–14.CrossRefPubMed Wang Q. Earliest recollections of self and others in European American and Taiwanese young adults. Psychol Sci. 2006;17(8):708–14.CrossRefPubMed
38.
go back to reference Leppman EJ. The Chinese Dietary Regime. Changing Rice Bowl: Economic development and diet in China. Hong Kong: Hong Kong University Press; 2005. p. 40–2. Leppman EJ. The Chinese Dietary Regime. Changing Rice Bowl: Economic development and diet in China. Hong Kong: Hong Kong University Press; 2005. p. 40–2.
39.
go back to reference Ognjanovic S, Yamamoto J, Maskarinec G, Le Marchand L. NAT2, meat consumption and colorectal cancer incidence: an ecological study among 27 countries. Cancer Causes Control. 2006;17(9):1175–82.CrossRefPubMed Ognjanovic S, Yamamoto J, Maskarinec G, Le Marchand L. NAT2, meat consumption and colorectal cancer incidence: an ecological study among 27 countries. Cancer Causes Control. 2006;17(9):1175–82.CrossRefPubMed
40.
go back to reference Kehoe P, Mallinson K, Bronzino J, McCormick CM. Effects of prenatal protein malnutrition and neonatal stress on CNS responsiveness. Brain Res. 2001;132(1):23–31.CrossRef Kehoe P, Mallinson K, Bronzino J, McCormick CM. Effects of prenatal protein malnutrition and neonatal stress on CNS responsiveness. Brain Res. 2001;132(1):23–31.CrossRef
Metadata
Title
Is childhood meat eating associated with better later adulthood cognition in a developing population?
Authors
Michelle Heys
Chaoqiang Jiang
C. Mary Schooling
WeiSen Zhang
Kar Keung Cheng
Tai Hing Lam
Gabriel M. Leung
Publication date
01-07-2010
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 7/2010
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-010-9466-0

Other articles of this Issue 7/2010

European Journal of Epidemiology 7/2010 Go to the issue