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Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice

BACKGROUND: A high caloric diet, in conjunction with low levels of physical activity, promotes obesity. Many studies are available regarding the relation between dietary saturated fats and the etiology of obesity, but most focus on liver, muscle and white adipose tissue. Furthermore, the majority of...

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Autores principales: Nyima, Tenzin, Müller, Michael, Hooiveld, Guido J. E. J., Morine, Melissa J., Scotti, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4748552/
https://www.ncbi.nlm.nih.gov/pubmed/26861690
http://dx.doi.org/10.1186/s12864-016-2424-9
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author Nyima, Tenzin
Müller, Michael
Hooiveld, Guido J. E. J.
Morine, Melissa J.
Scotti, Marco
author_facet Nyima, Tenzin
Müller, Michael
Hooiveld, Guido J. E. J.
Morine, Melissa J.
Scotti, Marco
author_sort Nyima, Tenzin
collection PubMed
description BACKGROUND: A high caloric diet, in conjunction with low levels of physical activity, promotes obesity. Many studies are available regarding the relation between dietary saturated fats and the etiology of obesity, but most focus on liver, muscle and white adipose tissue. Furthermore, the majority of transcriptomic studies seek to identify linear effects of an external stimulus on gene expression, although such an assumption does not necessarily hold. Our work assesses the dose-dependent effects of dietary fat intake on differential gene expression in the proximal, middle and distal sections of the small intestine in C57BL/6J mice. Gene expression is analyzed in terms of either linear or nonlinear responses to fat intake. RESULTS: The highest number of differentially expressed genes was observed in the middle section. In all intestine sections, most of the identified processes exhibited a linear response to increasing fat intake. The relative importance of logarithmic and exponential responses was higher in the proximal and distal sections, respectively. Functional enrichment analysis highlighted a constantly linear regulation of acute-phase response along the whole small intestine, with up-regulation of Serpina1b. The study of gene expression showed that exponential down-regulation of cholesterol transport in the middle section is coupled with logarithmic up-regulation of cholesterol homeostasis. A shift from linear to exponential response was observed in genes involved in the negative regulation of caspase activity, from middle to distal section (e.g., Birc5, up-regulated). CONCLUSIONS: The transcriptomic signature associated with inflammatory processes preserved a linear response in the whole small intestine (e.g., up-regulation of Serpina1b). Processes related to cholesterol homeostasis were particularly active in the middle small intestine and only the highest fat intake down-regulated cholesterol transport and efflux (with a key role played by the down-regulation of ATP binding cassette transporters). Characterization of nonlinear patterns of gene expression triggered by different levels of dietary fat is an absolute novelty in intestinal studies. This approach helps identifying which processes are overloaded (i.e., positive, logarithmic regulation) or arrested (i.e., negative, exponential regulation) in response to excessive fat intake, and can shed light on the relationships linking lipid intake to obesity and its associated molecular disturbances. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2424-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-47485522016-02-11 Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice Nyima, Tenzin Müller, Michael Hooiveld, Guido J. E. J. Morine, Melissa J. Scotti, Marco BMC Genomics Research Article BACKGROUND: A high caloric diet, in conjunction with low levels of physical activity, promotes obesity. Many studies are available regarding the relation between dietary saturated fats and the etiology of obesity, but most focus on liver, muscle and white adipose tissue. Furthermore, the majority of transcriptomic studies seek to identify linear effects of an external stimulus on gene expression, although such an assumption does not necessarily hold. Our work assesses the dose-dependent effects of dietary fat intake on differential gene expression in the proximal, middle and distal sections of the small intestine in C57BL/6J mice. Gene expression is analyzed in terms of either linear or nonlinear responses to fat intake. RESULTS: The highest number of differentially expressed genes was observed in the middle section. In all intestine sections, most of the identified processes exhibited a linear response to increasing fat intake. The relative importance of logarithmic and exponential responses was higher in the proximal and distal sections, respectively. Functional enrichment analysis highlighted a constantly linear regulation of acute-phase response along the whole small intestine, with up-regulation of Serpina1b. The study of gene expression showed that exponential down-regulation of cholesterol transport in the middle section is coupled with logarithmic up-regulation of cholesterol homeostasis. A shift from linear to exponential response was observed in genes involved in the negative regulation of caspase activity, from middle to distal section (e.g., Birc5, up-regulated). CONCLUSIONS: The transcriptomic signature associated with inflammatory processes preserved a linear response in the whole small intestine (e.g., up-regulation of Serpina1b). Processes related to cholesterol homeostasis were particularly active in the middle small intestine and only the highest fat intake down-regulated cholesterol transport and efflux (with a key role played by the down-regulation of ATP binding cassette transporters). Characterization of nonlinear patterns of gene expression triggered by different levels of dietary fat is an absolute novelty in intestinal studies. This approach helps identifying which processes are overloaded (i.e., positive, logarithmic regulation) or arrested (i.e., negative, exponential regulation) in response to excessive fat intake, and can shed light on the relationships linking lipid intake to obesity and its associated molecular disturbances. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2424-9) contains supplementary material, which is available to authorized users. BioMed Central 2016-02-09 /pmc/articles/PMC4748552/ /pubmed/26861690 http://dx.doi.org/10.1186/s12864-016-2424-9 Text en © Nyima et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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
Nyima, Tenzin
Müller, Michael
Hooiveld, Guido J. E. J.
Morine, Melissa J.
Scotti, Marco
Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title_full Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title_fullStr Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title_full_unstemmed Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title_short Nonlinear transcriptomic response to dietary fat intake in the small intestine of C57BL/6J mice
title_sort nonlinear transcriptomic response to dietary fat intake in the small intestine of c57bl/6j mice
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4748552/
https://www.ncbi.nlm.nih.gov/pubmed/26861690
http://dx.doi.org/10.1186/s12864-016-2424-9
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