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Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature

BACKGROUND: Metabolomic responses to extreme thermal stress have recently been investigated in Drosophila melanogaster. However, a network level understanding of metabolomic responses to longer and less drastic temperature changes, which more closely reflect variation in natural ambient temperatures...

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Autores principales: Hariharan, Ramkumar, Hoffman, Jessica M, Thomas, Ariel S, Soltow, Quinlyn A, Jones, Dean P, Promislow, Daniel E L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302152/
https://www.ncbi.nlm.nih.gov/pubmed/25540032
http://dx.doi.org/10.1186/s12918-014-0139-6
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author Hariharan, Ramkumar
Hoffman, Jessica M
Thomas, Ariel S
Soltow, Quinlyn A
Jones, Dean P
Promislow, Daniel E L
author_facet Hariharan, Ramkumar
Hoffman, Jessica M
Thomas, Ariel S
Soltow, Quinlyn A
Jones, Dean P
Promislow, Daniel E L
author_sort Hariharan, Ramkumar
collection PubMed
description BACKGROUND: Metabolomic responses to extreme thermal stress have recently been investigated in Drosophila melanogaster. However, a network level understanding of metabolomic responses to longer and less drastic temperature changes, which more closely reflect variation in natural ambient temperatures experienced during development and adulthood, is currently lacking. Here we use high-resolution, non-targeted metabolomics to dissect metabolomic changes in D. melanogaster elicited by moderately cool (18°C) or warm (27°C) developmental and adult temperature exposures. RESULTS: We find that temperature at which larvae are reared has a dramatic effect on metabolomic network structure measured in adults. Using network analysis, we are able to identify modules that are highly differentially expressed in response to changing developmental temperature, as well as modules whose correlation structure is strongly preserved across temperature. CONCLUSIONS: Our results suggest that the effect of temperature on the metabolome provides an easily studied and powerful model for understanding the forces that influence invariance and plasticity in biological networks. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-014-0139-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-43021522015-02-03 Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature Hariharan, Ramkumar Hoffman, Jessica M Thomas, Ariel S Soltow, Quinlyn A Jones, Dean P Promislow, Daniel E L BMC Syst Biol Research Article BACKGROUND: Metabolomic responses to extreme thermal stress have recently been investigated in Drosophila melanogaster. However, a network level understanding of metabolomic responses to longer and less drastic temperature changes, which more closely reflect variation in natural ambient temperatures experienced during development and adulthood, is currently lacking. Here we use high-resolution, non-targeted metabolomics to dissect metabolomic changes in D. melanogaster elicited by moderately cool (18°C) or warm (27°C) developmental and adult temperature exposures. RESULTS: We find that temperature at which larvae are reared has a dramatic effect on metabolomic network structure measured in adults. Using network analysis, we are able to identify modules that are highly differentially expressed in response to changing developmental temperature, as well as modules whose correlation structure is strongly preserved across temperature. CONCLUSIONS: Our results suggest that the effect of temperature on the metabolome provides an easily studied and powerful model for understanding the forces that influence invariance and plasticity in biological networks. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-014-0139-6) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-24 /pmc/articles/PMC4302152/ /pubmed/25540032 http://dx.doi.org/10.1186/s12918-014-0139-6 Text en © Hariharan et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Hariharan, Ramkumar
Hoffman, Jessica M
Thomas, Ariel S
Soltow, Quinlyn A
Jones, Dean P
Promislow, Daniel E L
Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title_full Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title_fullStr Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title_full_unstemmed Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title_short Invariance and plasticity in the Drosophila melanogaster metabolomic network in response to temperature
title_sort invariance and plasticity in the drosophila melanogaster metabolomic network in response to temperature
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302152/
https://www.ncbi.nlm.nih.gov/pubmed/25540032
http://dx.doi.org/10.1186/s12918-014-0139-6
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