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High-performance liquid chromatographic determination of deoxycytidine monophosphate and methyldeoxycytidine monophosphate for DNA demethylation monitoring: experimental design and artificial neural networks optimisation
The optimal conditions for the separation of 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate in the matrix of other natural occurring nucleotides after digest of DNA were investigated. Using experimental design combined with artificial neural networks, efficient opti...
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Published in: | Journal of chromatography. B, Biomedical sciences and applications Biomedical sciences and applications, 2001-05, Vol.755 (1), p.185-194 |
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container_title | Journal of chromatography. B, Biomedical sciences and applications |
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creator | Havliš, Jan Madden, John E Revilla, Alma L Havel, Josef |
description | The optimal conditions for the separation of 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate in the matrix of other natural occurring nucleotides after digest of DNA were investigated. Using experimental design combined with artificial neural networks, efficient optimisation of the HPLC separation conditions was performed. The mobile phase composition was optimised on the basis of its three components (concentration of phosphate, content of methanol and pH). The best separation was obtained with a mobile phase containing 50 m
M phosphate, pH 5.5 and 6% methanol. The final resolution achieved between 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate was equal to 2.78. Finally, the optimised system was successfully tested on the nucleotide mixture solution to determine the methylation state of 2′-deoxycytidine-5′-monophosphate in DNA in the search for FMR1 gene changes. |
doi_str_mv | 10.1016/S0378-4347(01)00075-5 |
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M phosphate, pH 5.5 and 6% methanol. The final resolution achieved between 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate was equal to 2.78. Finally, the optimised system was successfully tested on the nucleotide mixture solution to determine the methylation state of 2′-deoxycytidine-5′-monophosphate in DNA in the search for FMR1 gene changes.</description><identifier>ISSN: 0378-4347</identifier><identifier>ISSN: 1387-2273</identifier><identifier>DOI: 10.1016/S0378-4347(01)00075-5</identifier><identifier>PMID: 11393704</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Analysis ; Biological and medical sciences ; Chromatography, High Pressure Liquid - methods ; Deoxycytidine - analogs & derivatives ; Deoxycytidine - chemistry ; Deoxycytidine monophosphate ; Deoxycytidine Monophosphate - chemistry ; DNA ; DNA Methylation ; General pharmacology ; Medical sciences ; Methyldeoxycytidine monophosphate ; Neural Networks (Computer) ; Pharmacology. Drug treatments ; Research Design</subject><ispartof>Journal of chromatography. B, Biomedical sciences and applications, 2001-05, Vol.755 (1), p.185-194</ispartof><rights>2001 Elsevier Science B.V.</rights><rights>2001 INIST-CNRS</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-37080071f339be7a85c0b224bf4e68305d44a62266da0332bdf2730023dd59dd3</citedby><cites>FETCH-LOGICAL-c389t-37080071f339be7a85c0b224bf4e68305d44a62266da0332bdf2730023dd59dd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=992933$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/11393704$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Havliš, Jan</creatorcontrib><creatorcontrib>Madden, John E</creatorcontrib><creatorcontrib>Revilla, Alma L</creatorcontrib><creatorcontrib>Havel, Josef</creatorcontrib><title>High-performance liquid chromatographic determination of deoxycytidine monophosphate and methyldeoxycytidine monophosphate for DNA demethylation monitoring: experimental design and artificial neural networks optimisation</title><title>Journal of chromatography. B, Biomedical sciences and applications</title><addtitle>J Chromatogr B Biomed Sci Appl</addtitle><description>The optimal conditions for the separation of 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate in the matrix of other natural occurring nucleotides after digest of DNA were investigated. Using experimental design combined with artificial neural networks, efficient optimisation of the HPLC separation conditions was performed. The mobile phase composition was optimised on the basis of its three components (concentration of phosphate, content of methanol and pH). The best separation was obtained with a mobile phase containing 50 m
M phosphate, pH 5.5 and 6% methanol. The final resolution achieved between 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate was equal to 2.78. Finally, the optimised system was successfully tested on the nucleotide mixture solution to determine the methylation state of 2′-deoxycytidine-5′-monophosphate in DNA in the search for FMR1 gene changes.</description><subject>Analysis</subject><subject>Biological and medical sciences</subject><subject>Chromatography, High Pressure Liquid - methods</subject><subject>Deoxycytidine - analogs & derivatives</subject><subject>Deoxycytidine - chemistry</subject><subject>Deoxycytidine monophosphate</subject><subject>Deoxycytidine Monophosphate - chemistry</subject><subject>DNA</subject><subject>DNA Methylation</subject><subject>General pharmacology</subject><subject>Medical sciences</subject><subject>Methyldeoxycytidine monophosphate</subject><subject>Neural Networks (Computer)</subject><subject>Pharmacology. 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Drug treatments</topic><topic>Research Design</topic><toplevel>online_resources</toplevel><creatorcontrib>Havliš, Jan</creatorcontrib><creatorcontrib>Madden, John E</creatorcontrib><creatorcontrib>Revilla, Alma L</creatorcontrib><creatorcontrib>Havel, Josef</creatorcontrib><collection>Pascal-Francis</collection><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><jtitle>Journal of chromatography. 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M phosphate, pH 5.5 and 6% methanol. The final resolution achieved between 2′-deoxycytidine-5′-monophosphate and 5-methyl-2′-deoxycytidine-5′-monophosphate was equal to 2.78. Finally, the optimised system was successfully tested on the nucleotide mixture solution to determine the methylation state of 2′-deoxycytidine-5′-monophosphate in DNA in the search for FMR1 gene changes.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>11393704</pmid><doi>10.1016/S0378-4347(01)00075-5</doi><tpages>10</tpages></addata></record> |
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subjects | Analysis Biological and medical sciences Chromatography, High Pressure Liquid - methods Deoxycytidine - analogs & derivatives Deoxycytidine - chemistry Deoxycytidine monophosphate Deoxycytidine Monophosphate - chemistry DNA DNA Methylation General pharmacology Medical sciences Methyldeoxycytidine monophosphate Neural Networks (Computer) Pharmacology. Drug treatments Research Design |
title | High-performance liquid chromatographic determination of deoxycytidine monophosphate and methyldeoxycytidine monophosphate for DNA demethylation monitoring: experimental design and artificial neural networks optimisation |
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