Cargando…
Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders
Nutrition plays a significant role in the increasing prevalence of metabolic and brain disorders. Here we employ systems nutrigenomics to scrutinize the genomic bases of nutrient–host interaction underlying disease predisposition or therapeutic potential. We conducted transcriptome and epigenome seq...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909610/ https://www.ncbi.nlm.nih.gov/pubmed/27322469 http://dx.doi.org/10.1016/j.ebiom.2016.04.008 |
_version_ | 1782437847073030144 |
---|---|
author | Meng, Qingying Ying, Zhe Noble, Emily Zhao, Yuqi Agrawal, Rahul Mikhail, Andrew Zhuang, Yumei Tyagi, Ethika Zhang, Qing Lee, Jae-Hyung Morselli, Marco Orozco, Luz Guo, Weilong Kilts, Tina M. Zhu, Jun Zhang, Bin Pellegrini, Matteo Xiao, Xinshu Young, Marian F. Gomez-Pinilla, Fernando Yang, Xia |
author_facet | Meng, Qingying Ying, Zhe Noble, Emily Zhao, Yuqi Agrawal, Rahul Mikhail, Andrew Zhuang, Yumei Tyagi, Ethika Zhang, Qing Lee, Jae-Hyung Morselli, Marco Orozco, Luz Guo, Weilong Kilts, Tina M. Zhu, Jun Zhang, Bin Pellegrini, Matteo Xiao, Xinshu Young, Marian F. Gomez-Pinilla, Fernando Yang, Xia |
author_sort | Meng, Qingying |
collection | PubMed |
description | Nutrition plays a significant role in the increasing prevalence of metabolic and brain disorders. Here we employ systems nutrigenomics to scrutinize the genomic bases of nutrient–host interaction underlying disease predisposition or therapeutic potential. We conducted transcriptome and epigenome sequencing of hypothalamus (metabolic control) and hippocampus (cognitive processing) from a rodent model of fructose consumption, and identified significant reprogramming of DNA methylation, transcript abundance, alternative splicing, and gene networks governing cell metabolism, cell communication, inflammation, and neuronal signaling. These signals converged with genetic causal risks of metabolic, neurological, and psychiatric disorders revealed in humans. Gene network modeling uncovered the extracellular matrix genes Bgn and Fmod as main orchestrators of the effects of fructose, as validated using two knockout mouse models. We further demonstrate that an omega-3 fatty acid, DHA, reverses the genomic and network perturbations elicited by fructose, providing molecular support for nutritional interventions to counteract diet-induced metabolic and brain disorders. Our integrative approach complementing rodent and human studies supports the applicability of nutrigenomics principles to predict disease susceptibility and to guide personalized medicine. |
format | Online Article Text |
id | pubmed-4909610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-49096102016-06-21 Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders Meng, Qingying Ying, Zhe Noble, Emily Zhao, Yuqi Agrawal, Rahul Mikhail, Andrew Zhuang, Yumei Tyagi, Ethika Zhang, Qing Lee, Jae-Hyung Morselli, Marco Orozco, Luz Guo, Weilong Kilts, Tina M. Zhu, Jun Zhang, Bin Pellegrini, Matteo Xiao, Xinshu Young, Marian F. Gomez-Pinilla, Fernando Yang, Xia EBioMedicine Research Paper Nutrition plays a significant role in the increasing prevalence of metabolic and brain disorders. Here we employ systems nutrigenomics to scrutinize the genomic bases of nutrient–host interaction underlying disease predisposition or therapeutic potential. We conducted transcriptome and epigenome sequencing of hypothalamus (metabolic control) and hippocampus (cognitive processing) from a rodent model of fructose consumption, and identified significant reprogramming of DNA methylation, transcript abundance, alternative splicing, and gene networks governing cell metabolism, cell communication, inflammation, and neuronal signaling. These signals converged with genetic causal risks of metabolic, neurological, and psychiatric disorders revealed in humans. Gene network modeling uncovered the extracellular matrix genes Bgn and Fmod as main orchestrators of the effects of fructose, as validated using two knockout mouse models. We further demonstrate that an omega-3 fatty acid, DHA, reverses the genomic and network perturbations elicited by fructose, providing molecular support for nutritional interventions to counteract diet-induced metabolic and brain disorders. Our integrative approach complementing rodent and human studies supports the applicability of nutrigenomics principles to predict disease susceptibility and to guide personalized medicine. Elsevier 2016-04-13 /pmc/articles/PMC4909610/ /pubmed/27322469 http://dx.doi.org/10.1016/j.ebiom.2016.04.008 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Meng, Qingying Ying, Zhe Noble, Emily Zhao, Yuqi Agrawal, Rahul Mikhail, Andrew Zhuang, Yumei Tyagi, Ethika Zhang, Qing Lee, Jae-Hyung Morselli, Marco Orozco, Luz Guo, Weilong Kilts, Tina M. Zhu, Jun Zhang, Bin Pellegrini, Matteo Xiao, Xinshu Young, Marian F. Gomez-Pinilla, Fernando Yang, Xia Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title | Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title_full | Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title_fullStr | Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title_full_unstemmed | Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title_short | Systems Nutrigenomics Reveals Brain Gene Networks Linking Metabolic and Brain Disorders |
title_sort | systems nutrigenomics reveals brain gene networks linking metabolic and brain disorders |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909610/ https://www.ncbi.nlm.nih.gov/pubmed/27322469 http://dx.doi.org/10.1016/j.ebiom.2016.04.008 |
work_keys_str_mv | AT mengqingying systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT yingzhe systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT nobleemily systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT zhaoyuqi systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT agrawalrahul systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT mikhailandrew systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT zhuangyumei systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT tyagiethika systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT zhangqing systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT leejaehyung systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT morsellimarco systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT orozcoluz systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT guoweilong systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT kiltstinam systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT zhujun systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT zhangbin systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT pellegrinimatteo systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT xiaoxinshu systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT youngmarianf systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT gomezpinillafernando systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders AT yangxia systemsnutrigenomicsrevealsbraingenenetworkslinkingmetabolicandbraindisorders |