Genetic Moderators of Cognitive Decline in the Health and Retirement Study
The current dissertation used a gene x environment (G x E) approach to examine the independent and interactive effects of specific genetic variants and participation in physical and cognitive/social activities (PA and CSA) on cognitive performance in 4,764 participants of the Health and Retirement S...
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ndltd-USF-oai-scholarcommons.usf.edu-etd-75702017-08-25T05:21:14Z Genetic Moderators of Cognitive Decline in the Health and Retirement Study Runge, Shannon K. The current dissertation used a gene x environment (G x E) approach to examine the independent and interactive effects of specific genetic variants and participation in physical and cognitive/social activities (PA and CSA) on cognitive performance in 4,764 participants of the Health and Retirement Study. Using three-wave data, three sets of multi-level growth models were conducted to examine baseline, longitudinal, and interactive effects of genotype (i.e., ApoE, COMT, and BDNF) and CSA/PA on performance across five cognitive measures: immediate, delayed and total word recall, and serial 7s and backwards counting. At baseline, the ApoE ε4 allele predicted worse performance in all measures except backwards counting, and the BDNF Met allele predicted better recall scores. The effect of COMT genotype was not significant. Higher CSA/PA predicted better performance on almost all measures. One significant G x E interaction was found between COMT x CSA for backwards counting. Longitudinally, participation in CSA moderated the effect of time on word recall in the ApoE and BDNF models. These results support the idea that genetic and environmental factors are mechanisms of cognitive aging, but also exemplify the variability seen in genetic association studies. Further research is needed to translate such findings into clinically relevant criteria that can be used to identify individual susceptibility to cognitive decline. 2016-04-07T07:00:00Z text application/pdf http://scholarcommons.usf.edu/etd/6374 http://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=7570&context=etd default Graduate Theses and Dissertations Scholar Commons cognition genetic association aging multileve l modeling Genetics Medicine and Health Sciences Psychology |
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cognition genetic association aging multileve l modeling Genetics Medicine and Health Sciences Psychology |
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cognition genetic association aging multileve l modeling Genetics Medicine and Health Sciences Psychology Runge, Shannon K. Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
description |
The current dissertation used a gene x environment (G x E) approach to examine the independent and interactive effects of specific genetic variants and participation in physical and cognitive/social activities (PA and CSA) on cognitive performance in 4,764 participants of the Health and Retirement Study. Using three-wave data, three sets of multi-level growth models were conducted to examine baseline, longitudinal, and interactive effects of genotype (i.e., ApoE, COMT, and BDNF) and CSA/PA on performance across five cognitive measures: immediate, delayed and total word recall, and serial 7s and backwards counting.
At baseline, the ApoE ε4 allele predicted worse performance in all measures except backwards counting, and the BDNF Met allele predicted better recall scores. The effect of COMT genotype was not significant. Higher CSA/PA predicted better performance on almost all measures. One significant G x E interaction was found between COMT x CSA for backwards counting. Longitudinally, participation in CSA moderated the effect of time on word recall in the ApoE and BDNF models. These results support the idea that genetic and environmental factors are mechanisms of cognitive aging, but also exemplify the variability seen in genetic association studies. Further research is needed to translate such findings into clinically relevant criteria that can be used to identify individual susceptibility to cognitive decline. |
author |
Runge, Shannon K. |
author_facet |
Runge, Shannon K. |
author_sort |
Runge, Shannon K. |
title |
Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
title_short |
Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
title_full |
Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
title_fullStr |
Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
title_full_unstemmed |
Genetic Moderators of Cognitive Decline in the Health and Retirement Study |
title_sort |
genetic moderators of cognitive decline in the health and retirement study |
publisher |
Scholar Commons |
publishDate |
2016 |
url |
http://scholarcommons.usf.edu/etd/6374 http://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=7570&context=etd |
work_keys_str_mv |
AT rungeshannonk geneticmoderatorsofcognitivedeclineinthehealthandretirementstudy |
_version_ |
1718518712978374656 |