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GC-MS-based plasma metabolomic investigations of morphine dependent rats at different states of euphoria, tolerance and naloxone-precipitated withdrawal
Long-term or excessive application of morphine leads to tolerance and addiction, which hindered its conventional applications as a drug. Although tremendous progress has been made on the mechanisms of morphine, crucial evidence elaborating the neurobiological basis of tolerance and dependence is sti...
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Published in: | Metabolic brain disease 2015-06, Vol.30 (3), p.767-776 |
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creator | Liu, Ruoxu Cheng, Jianhua Yang, Jingwen Ding, Xinghua Yang, Shuguang Dong, Fangting Guo, Ning Liu, Shaojun |
description | Long-term or excessive application of morphine leads to tolerance and addiction, which hindered its conventional applications as a drug. Although tremendous progress has been made on the mechanisms of morphine, crucial evidence elaborating the neurobiological basis of tolerance and dependence is still lacking. To further explore the physiological adaptions during morphine’s application, a systematic screening of small molecules in blood has been carried out. The plasma of morphine dependent rats was collected at different time points with or without naloxone treatment, and was analyzed by gas chromatography-mass spectrometry (GC-MS). Partial least squares discriminate analysis (PLS-DA) and the Student’s t Tests with the false discovery rate (FDR) correction were conducted on the normalized data for the distinction of groups and the identification of the most contributed metabolites. Clear separation is observed between different treatments, and 29 out of 41 metabolites changes significantly compared with the corresponding controls. The concentration of threonine, glycine, serine, beta-d-glucose and oxalic acid are consistently changed in all morphine treated groups compared with controls. Through this experiment we find characteristic metabolites in different dependent states and discuss the possible compensation effects. The interpretation of these metabolites would throw light on the biological effects of morphine and reveal the possibilities to become marker of morphine addiction. |
doi_str_mv | 10.1007/s11011-014-9638-9 |
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Although tremendous progress has been made on the mechanisms of morphine, crucial evidence elaborating the neurobiological basis of tolerance and dependence is still lacking. To further explore the physiological adaptions during morphine’s application, a systematic screening of small molecules in blood has been carried out. The plasma of morphine dependent rats was collected at different time points with or without naloxone treatment, and was analyzed by gas chromatography-mass spectrometry (GC-MS). Partial least squares discriminate analysis (PLS-DA) and the Student’s t Tests with the false discovery rate (FDR) correction were conducted on the normalized data for the distinction of groups and the identification of the most contributed metabolites. Clear separation is observed between different treatments, and 29 out of 41 metabolites changes significantly compared with the corresponding controls. The concentration of threonine, glycine, serine, beta-d-glucose and oxalic acid are consistently changed in all morphine treated groups compared with controls. Through this experiment we find characteristic metabolites in different dependent states and discuss the possible compensation effects. The interpretation of these metabolites would throw light on the biological effects of morphine and reveal the possibilities to become marker of morphine addiction.</description><identifier>ISSN: 0885-7490</identifier><identifier>EISSN: 1573-7365</identifier><identifier>DOI: 10.1007/s11011-014-9638-9</identifier><identifier>PMID: 25472920</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Animals ; Biochemistry ; Biomedical and Life Sciences ; Biomedicine ; Drug Tolerance - physiology ; Euphoria - physiology ; Gas Chromatography-Mass Spectrometry - methods ; Male ; Metabolic Diseases ; Metabolomics - methods ; Morphine Dependence - drug therapy ; Morphine Dependence - metabolism ; Naloxone - therapeutic use ; Narcotic Antagonists - therapeutic use ; Neurology ; Neurosciences ; Oncology ; Rats ; Rats, Sprague-Dawley ; Research Article ; Substance Withdrawal Syndrome - blood</subject><ispartof>Metabolic brain disease, 2015-06, Vol.30 (3), p.767-776</ispartof><rights>Springer Science+Business Media New York 2014</rights><rights>Springer Science+Business Media New York 2015</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c541t-5f0d854dbd0d233de0e56c8cb2dfb26c95b61b191a03c9d889aeacf7b9b0047a3</citedby><cites>FETCH-LOGICAL-c541t-5f0d854dbd0d233de0e56c8cb2dfb26c95b61b191a03c9d889aeacf7b9b0047a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25472920$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Ruoxu</creatorcontrib><creatorcontrib>Cheng, Jianhua</creatorcontrib><creatorcontrib>Yang, Jingwen</creatorcontrib><creatorcontrib>Ding, Xinghua</creatorcontrib><creatorcontrib>Yang, Shuguang</creatorcontrib><creatorcontrib>Dong, Fangting</creatorcontrib><creatorcontrib>Guo, Ning</creatorcontrib><creatorcontrib>Liu, Shaojun</creatorcontrib><title>GC-MS-based plasma metabolomic investigations of morphine dependent rats at different states of euphoria, tolerance and naloxone-precipitated withdrawal</title><title>Metabolic brain disease</title><addtitle>Metab Brain Dis</addtitle><addtitle>Metab Brain Dis</addtitle><description>Long-term or excessive application of morphine leads to tolerance and addiction, which hindered its conventional applications as a drug. Although tremendous progress has been made on the mechanisms of morphine, crucial evidence elaborating the neurobiological basis of tolerance and dependence is still lacking. To further explore the physiological adaptions during morphine’s application, a systematic screening of small molecules in blood has been carried out. The plasma of morphine dependent rats was collected at different time points with or without naloxone treatment, and was analyzed by gas chromatography-mass spectrometry (GC-MS). Partial least squares discriminate analysis (PLS-DA) and the Student’s t Tests with the false discovery rate (FDR) correction were conducted on the normalized data for the distinction of groups and the identification of the most contributed metabolites. Clear separation is observed between different treatments, and 29 out of 41 metabolites changes significantly compared with the corresponding controls. The concentration of threonine, glycine, serine, beta-d-glucose and oxalic acid are consistently changed in all morphine treated groups compared with controls. Through this experiment we find characteristic metabolites in different dependent states and discuss the possible compensation effects. The interpretation of these metabolites would throw light on the biological effects of morphine and reveal the possibilities to become marker of morphine addiction.</description><subject>Animals</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Drug Tolerance - physiology</subject><subject>Euphoria - physiology</subject><subject>Gas Chromatography-Mass Spectrometry - methods</subject><subject>Male</subject><subject>Metabolic Diseases</subject><subject>Metabolomics - methods</subject><subject>Morphine Dependence - drug therapy</subject><subject>Morphine Dependence - metabolism</subject><subject>Naloxone - therapeutic use</subject><subject>Narcotic Antagonists - therapeutic use</subject><subject>Neurology</subject><subject>Neurosciences</subject><subject>Oncology</subject><subject>Rats</subject><subject>Rats, Sprague-Dawley</subject><subject>Research Article</subject><subject>Substance Withdrawal Syndrome - blood</subject><issn>0885-7490</issn><issn>1573-7365</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqNkcGO1SAUhonRONerD-DGkLhxIQqltGVpbnQ0GeNCXTcHOJ3LpIUK1NE38XFt547GmJgYFiTw_T-cfIQ8FvyF4Lx9mYXgQjAuaqYb2TF9h-yEaiVrZaPukh3vOsXaWvMz8iDnK865VELfJ2eVqttKV3xHfpwf2PuPzEBGR-cR8gR0wgImjnHylvrwFXPxl1B8DJnGgU4xzUcfkDqcMTgMhSYomUKhzg8Dpu0kFyh4g-MyH2Py8JyWOGKCYJFCcDTAGL_FgGxOaP3st4Cj174cXYJrGB-SewOMGR_d7nvy-c3rT4e37OLD-bvDqwtmVS0KUwN3naqdcdxVUjrkqBrbWVO5wVSN1co0wggtgEurXddpQLBDa7ThvG5B7smzU--c4pdlnbWffLY4jhAwLrkXTcdrqVTb_QfatnJd1YY-_Qu9iktaZ76hmlqpev3tnogTZVPMOeHQz8lPkL73gveb4f5kuF8N95vhXq-ZJ7fNi5nQ_U78UroC1QnI61W4xPTH0_9s_QluY7P2</recordid><startdate>20150601</startdate><enddate>20150601</enddate><creator>Liu, Ruoxu</creator><creator>Cheng, Jianhua</creator><creator>Yang, Jingwen</creator><creator>Ding, Xinghua</creator><creator>Yang, Shuguang</creator><creator>Dong, Fangting</creator><creator>Guo, Ning</creator><creator>Liu, Shaojun</creator><general>Springer US</general><general>Springer Nature 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>3V.</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>20150601</creationdate><title>GC-MS-based plasma metabolomic investigations of morphine dependent rats at different states of euphoria, tolerance and naloxone-precipitated withdrawal</title><author>Liu, Ruoxu ; 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Although tremendous progress has been made on the mechanisms of morphine, crucial evidence elaborating the neurobiological basis of tolerance and dependence is still lacking. To further explore the physiological adaptions during morphine’s application, a systematic screening of small molecules in blood has been carried out. The plasma of morphine dependent rats was collected at different time points with or without naloxone treatment, and was analyzed by gas chromatography-mass spectrometry (GC-MS). Partial least squares discriminate analysis (PLS-DA) and the Student’s t Tests with the false discovery rate (FDR) correction were conducted on the normalized data for the distinction of groups and the identification of the most contributed metabolites. Clear separation is observed between different treatments, and 29 out of 41 metabolites changes significantly compared with the corresponding controls. The concentration of threonine, glycine, serine, beta-d-glucose and oxalic acid are consistently changed in all morphine treated groups compared with controls. Through this experiment we find characteristic metabolites in different dependent states and discuss the possible compensation effects. The interpretation of these metabolites would throw light on the biological effects of morphine and reveal the possibilities to become marker of morphine addiction.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>25472920</pmid><doi>10.1007/s11011-014-9638-9</doi><tpages>10</tpages></addata></record> |
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subjects | Animals Biochemistry Biomedical and Life Sciences Biomedicine Drug Tolerance - physiology Euphoria - physiology Gas Chromatography-Mass Spectrometry - methods Male Metabolic Diseases Metabolomics - methods Morphine Dependence - drug therapy Morphine Dependence - metabolism Naloxone - therapeutic use Narcotic Antagonists - therapeutic use Neurology Neurosciences Oncology Rats Rats, Sprague-Dawley Research Article Substance Withdrawal Syndrome - blood |
title | GC-MS-based plasma metabolomic investigations of morphine dependent rats at different states of euphoria, tolerance and naloxone-precipitated withdrawal |
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