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The identification of metabolic disturbances in the prefrontal cortex of the chronic restraint stress rat model of depression
•CRS induces depression-like behaviors and not anxiety-like behaviors.•A total of 36 differentially expressed metabolites were identified in the PFC after the CRS protocol.•The pathways commonly perturbed by CRS are mainly involved in amino acid metabolism, energy metabolism and lipid metabolism cha...
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Published in: | Behavioural brain research 2016-05, Vol.305, p.148-156 |
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description | •CRS induces depression-like behaviors and not anxiety-like behaviors.•A total of 36 differentially expressed metabolites were identified in the PFC after the CRS protocol.•The pathways commonly perturbed by CRS are mainly involved in amino acid metabolism, energy metabolism and lipid metabolism characterized by disturbed glutamate metabolism, TCA cycle and fatty acid degradation, and neurotransmitter synthesis.
Major depressive disorder, with serious impairment in cognitive and social functioning, is a complex psychiatric disorder characterized by pervasive and persistent low mood and a loss of interest or pleasure. However, the underlying molecular mechanisms of depression remain largely unknown. In this study, we used a non-targeted metabolomics approach based on gas chromatography–mass spectrometry of the prefrontal cortex in chronic restraint stress (CRS)-treated rats. CRS was induced in the stress group by restraining rats in a plastic restrainer for 6h every day. This stress paradigm continued for 21 days. Body weight measurement and behavior tests were applied, including the sucrose preference test for anhedonia, the forced swimming test for despair-like behavior, and open field test and the elevated plus-maze to test for anxiety-like behaviors in rats after CRS. Differentially expressed metabolites associated with CRS-treated rats were identified by combining multivariate and univariate statistical analysis and corrected for multiple testing using the Benjamini-Hochberg procedure. A heat map of differential metabolites was constructed using Matlab. Ingenuity Pathways Analysis was applied to identify the predicted pathways and biological functions relevant to the bio-molecules of interest. Our findings showed that CRS induces depression-like behaviors and not anxiety-like behaviors. Thirty-six metabolites were identified as potential depression biomarkers involved in amino acid metabolism, energy metabolism and lipid metabolism, as well as a disturbance in neurotransmitters. Consequently, this study provides useful insights into the molecular mechanisms of depression. |
doi_str_mv | 10.1016/j.bbr.2016.03.005 |
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Major depressive disorder, with serious impairment in cognitive and social functioning, is a complex psychiatric disorder characterized by pervasive and persistent low mood and a loss of interest or pleasure. However, the underlying molecular mechanisms of depression remain largely unknown. In this study, we used a non-targeted metabolomics approach based on gas chromatography–mass spectrometry of the prefrontal cortex in chronic restraint stress (CRS)-treated rats. CRS was induced in the stress group by restraining rats in a plastic restrainer for 6h every day. This stress paradigm continued for 21 days. Body weight measurement and behavior tests were applied, including the sucrose preference test for anhedonia, the forced swimming test for despair-like behavior, and open field test and the elevated plus-maze to test for anxiety-like behaviors in rats after CRS. Differentially expressed metabolites associated with CRS-treated rats were identified by combining multivariate and univariate statistical analysis and corrected for multiple testing using the Benjamini-Hochberg procedure. A heat map of differential metabolites was constructed using Matlab. Ingenuity Pathways Analysis was applied to identify the predicted pathways and biological functions relevant to the bio-molecules of interest. Our findings showed that CRS induces depression-like behaviors and not anxiety-like behaviors. Thirty-six metabolites were identified as potential depression biomarkers involved in amino acid metabolism, energy metabolism and lipid metabolism, as well as a disturbance in neurotransmitters. Consequently, this study provides useful insights into the molecular mechanisms of depression.</description><identifier>ISSN: 0166-4328</identifier><identifier>EISSN: 1872-7549</identifier><identifier>DOI: 10.1016/j.bbr.2016.03.005</identifier><identifier>PMID: 26947756</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Animals ; Body Weight - physiology ; Brain Diseases, Metabolic - diagnosis ; Brain Diseases, Metabolic - etiology ; Brain Diseases, Metabolic - pathology ; Chronic restraint stress ; Depression ; Depression - complications ; Depression - etiology ; Disease Models, Animal ; Exploratory Behavior - physiology ; Food Preferences ; Gas Chromatography-Mass Spectrometry ; Locomotion - physiology ; Male ; Metabolic Networks and Pathways - physiology ; Metabolomics ; Prefrontal Cortex - metabolism ; Principal Component Analysis ; Rat ; Rats ; Rats, Sprague-Dawley ; Restraint, Physical - adverse effects ; Sucrose - administration & dosage ; Swimming - psychology ; Time Factors</subject><ispartof>Behavioural brain research, 2016-05, Vol.305, p.148-156</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright © 2016 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c386t-3a394a2034de88c841cb0a47b10a7b269bd7d67858455d997124cac28456fda83</citedby><cites>FETCH-LOGICAL-c386t-3a394a2034de88c841cb0a47b10a7b269bd7d67858455d997124cac28456fda83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26947756$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Lanxiang</creatorcontrib><creatorcontrib>Zhou, Xinyu</creatorcontrib><creatorcontrib>Zhang, Yuqing</creatorcontrib><creatorcontrib>Liu, Yiyun</creatorcontrib><creatorcontrib>Yang, Lining</creatorcontrib><creatorcontrib>Pu, Juncai</creatorcontrib><creatorcontrib>Zhu, Dan</creatorcontrib><creatorcontrib>Zhou, Chanjuan</creatorcontrib><creatorcontrib>Xie, Peng</creatorcontrib><title>The identification of metabolic disturbances in the prefrontal cortex of the chronic restraint stress rat model of depression</title><title>Behavioural brain research</title><addtitle>Behav Brain Res</addtitle><description>•CRS induces depression-like behaviors and not anxiety-like behaviors.•A total of 36 differentially expressed metabolites were identified in the PFC after the CRS protocol.•The pathways commonly perturbed by CRS are mainly involved in amino acid metabolism, energy metabolism and lipid metabolism characterized by disturbed glutamate metabolism, TCA cycle and fatty acid degradation, and neurotransmitter synthesis.
Major depressive disorder, with serious impairment in cognitive and social functioning, is a complex psychiatric disorder characterized by pervasive and persistent low mood and a loss of interest or pleasure. However, the underlying molecular mechanisms of depression remain largely unknown. In this study, we used a non-targeted metabolomics approach based on gas chromatography–mass spectrometry of the prefrontal cortex in chronic restraint stress (CRS)-treated rats. CRS was induced in the stress group by restraining rats in a plastic restrainer for 6h every day. This stress paradigm continued for 21 days. Body weight measurement and behavior tests were applied, including the sucrose preference test for anhedonia, the forced swimming test for despair-like behavior, and open field test and the elevated plus-maze to test for anxiety-like behaviors in rats after CRS. Differentially expressed metabolites associated with CRS-treated rats were identified by combining multivariate and univariate statistical analysis and corrected for multiple testing using the Benjamini-Hochberg procedure. A heat map of differential metabolites was constructed using Matlab. Ingenuity Pathways Analysis was applied to identify the predicted pathways and biological functions relevant to the bio-molecules of interest. Our findings showed that CRS induces depression-like behaviors and not anxiety-like behaviors. Thirty-six metabolites were identified as potential depression biomarkers involved in amino acid metabolism, energy metabolism and lipid metabolism, as well as a disturbance in neurotransmitters. Consequently, this study provides useful insights into the molecular mechanisms of depression.</description><subject>Animals</subject><subject>Body Weight - physiology</subject><subject>Brain Diseases, Metabolic - diagnosis</subject><subject>Brain Diseases, Metabolic - etiology</subject><subject>Brain Diseases, Metabolic - pathology</subject><subject>Chronic restraint stress</subject><subject>Depression</subject><subject>Depression - complications</subject><subject>Depression - etiology</subject><subject>Disease Models, Animal</subject><subject>Exploratory Behavior - physiology</subject><subject>Food Preferences</subject><subject>Gas Chromatography-Mass Spectrometry</subject><subject>Locomotion - physiology</subject><subject>Male</subject><subject>Metabolic Networks and Pathways - physiology</subject><subject>Metabolomics</subject><subject>Prefrontal Cortex - metabolism</subject><subject>Principal Component Analysis</subject><subject>Rat</subject><subject>Rats</subject><subject>Rats, Sprague-Dawley</subject><subject>Restraint, Physical - adverse effects</subject><subject>Sucrose - administration & dosage</subject><subject>Swimming - psychology</subject><subject>Time Factors</subject><issn>0166-4328</issn><issn>1872-7549</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqNkU1v3CAQhlHVKNmm-QG9VBx7sQMYG6ycqqgfkSLlkp4RH2OFlW22wEbtof-9Y23aY9XTwMzzzsC8hLzjrOWMD9f71rncCjy2rGsZ61-RHddKNKqX42uyw8LQyE7oC_KmlD1jTLKen5MLMYxSqX7YkV-PT0BjgLXGKXpbY1ppmugC1bo0R09DLPWYnV09FBpXWpE_ZJhyWqudqU-5wo9NshX8E6ZRlKHUbONaKUYohWZb6ZICzBsZ4LAlcdRbcjbZucDVS7wk3z5_erz92tw_fLm7_Xjf-E4PtelsN0orWCcDaO215N4xK5XjzCqHn3FBhUHpXsu-D-OouJDeeoHXYQpWd5fkw6nvIafvR3ycWWLxMM92hXQshqNWSCZH8R-oGtgoRM8R5SfU51QK7sQcclxs_mk4M5tBZm_QILMZZFhn0CDUvH9pf3QLhL-KP44gcHMCAPfxHCGb4iPg9kPM4KsJKf6j_W9Iv6Ix</recordid><startdate>20160515</startdate><enddate>20160515</enddate><creator>Liu, Lanxiang</creator><creator>Zhou, Xinyu</creator><creator>Zhang, Yuqing</creator><creator>Liu, Yiyun</creator><creator>Yang, Lining</creator><creator>Pu, Juncai</creator><creator>Zhu, Dan</creator><creator>Zhou, Chanjuan</creator><creator>Xie, Peng</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7QG</scope><scope>7TK</scope><scope>7U7</scope><scope>C1K</scope></search><sort><creationdate>20160515</creationdate><title>The identification of metabolic disturbances in the prefrontal cortex of the chronic restraint stress rat model of depression</title><author>Liu, Lanxiang ; Zhou, Xinyu ; Zhang, Yuqing ; Liu, Yiyun ; Yang, Lining ; Pu, Juncai ; Zhu, Dan ; Zhou, Chanjuan ; Xie, Peng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c386t-3a394a2034de88c841cb0a47b10a7b269bd7d67858455d997124cac28456fda83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Animals</topic><topic>Body Weight - physiology</topic><topic>Brain Diseases, Metabolic - diagnosis</topic><topic>Brain Diseases, Metabolic - etiology</topic><topic>Brain Diseases, Metabolic - pathology</topic><topic>Chronic restraint stress</topic><topic>Depression</topic><topic>Depression - complications</topic><topic>Depression - etiology</topic><topic>Disease Models, Animal</topic><topic>Exploratory Behavior - physiology</topic><topic>Food Preferences</topic><topic>Gas Chromatography-Mass Spectrometry</topic><topic>Locomotion - physiology</topic><topic>Male</topic><topic>Metabolic Networks and Pathways - physiology</topic><topic>Metabolomics</topic><topic>Prefrontal Cortex - metabolism</topic><topic>Principal Component Analysis</topic><topic>Rat</topic><topic>Rats</topic><topic>Rats, Sprague-Dawley</topic><topic>Restraint, Physical - adverse effects</topic><topic>Sucrose - administration & dosage</topic><topic>Swimming - psychology</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Lanxiang</creatorcontrib><creatorcontrib>Zhou, Xinyu</creatorcontrib><creatorcontrib>Zhang, Yuqing</creatorcontrib><creatorcontrib>Liu, Yiyun</creatorcontrib><creatorcontrib>Yang, Lining</creatorcontrib><creatorcontrib>Pu, Juncai</creatorcontrib><creatorcontrib>Zhu, Dan</creatorcontrib><creatorcontrib>Zhou, Chanjuan</creatorcontrib><creatorcontrib>Xie, Peng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Animal Behavior Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><jtitle>Behavioural brain research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Lanxiang</au><au>Zhou, Xinyu</au><au>Zhang, Yuqing</au><au>Liu, Yiyun</au><au>Yang, Lining</au><au>Pu, Juncai</au><au>Zhu, Dan</au><au>Zhou, Chanjuan</au><au>Xie, Peng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The identification of metabolic disturbances in the prefrontal cortex of the chronic restraint stress rat model of depression</atitle><jtitle>Behavioural brain research</jtitle><addtitle>Behav Brain Res</addtitle><date>2016-05-15</date><risdate>2016</risdate><volume>305</volume><spage>148</spage><epage>156</epage><pages>148-156</pages><issn>0166-4328</issn><eissn>1872-7549</eissn><abstract>•CRS induces depression-like behaviors and not anxiety-like behaviors.•A total of 36 differentially expressed metabolites were identified in the PFC after the CRS protocol.•The pathways commonly perturbed by CRS are mainly involved in amino acid metabolism, energy metabolism and lipid metabolism characterized by disturbed glutamate metabolism, TCA cycle and fatty acid degradation, and neurotransmitter synthesis.
Major depressive disorder, with serious impairment in cognitive and social functioning, is a complex psychiatric disorder characterized by pervasive and persistent low mood and a loss of interest or pleasure. However, the underlying molecular mechanisms of depression remain largely unknown. In this study, we used a non-targeted metabolomics approach based on gas chromatography–mass spectrometry of the prefrontal cortex in chronic restraint stress (CRS)-treated rats. CRS was induced in the stress group by restraining rats in a plastic restrainer for 6h every day. This stress paradigm continued for 21 days. Body weight measurement and behavior tests were applied, including the sucrose preference test for anhedonia, the forced swimming test for despair-like behavior, and open field test and the elevated plus-maze to test for anxiety-like behaviors in rats after CRS. Differentially expressed metabolites associated with CRS-treated rats were identified by combining multivariate and univariate statistical analysis and corrected for multiple testing using the Benjamini-Hochberg procedure. A heat map of differential metabolites was constructed using Matlab. Ingenuity Pathways Analysis was applied to identify the predicted pathways and biological functions relevant to the bio-molecules of interest. Our findings showed that CRS induces depression-like behaviors and not anxiety-like behaviors. Thirty-six metabolites were identified as potential depression biomarkers involved in amino acid metabolism, energy metabolism and lipid metabolism, as well as a disturbance in neurotransmitters. Consequently, this study provides useful insights into the molecular mechanisms of depression.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>26947756</pmid><doi>10.1016/j.bbr.2016.03.005</doi><tpages>9</tpages></addata></record> |
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subjects | Animals Body Weight - physiology Brain Diseases, Metabolic - diagnosis Brain Diseases, Metabolic - etiology Brain Diseases, Metabolic - pathology Chronic restraint stress Depression Depression - complications Depression - etiology Disease Models, Animal Exploratory Behavior - physiology Food Preferences Gas Chromatography-Mass Spectrometry Locomotion - physiology Male Metabolic Networks and Pathways - physiology Metabolomics Prefrontal Cortex - metabolism Principal Component Analysis Rat Rats Rats, Sprague-Dawley Restraint, Physical - adverse effects Sucrose - administration & dosage Swimming - psychology Time Factors |
title | The identification of metabolic disturbances in the prefrontal cortex of the chronic restraint stress rat model of depression |
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