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Sequence-dependent separation of trinucleotides by ion-interaction reversed-phase liquid chromatography-A structure-retention study assisted by soft-modelling and molecular dynamics
K. Mikulášek, KS. Jaroň, P. Kulhánek, M. Bittová, J. Havliš,
Jazyk angličtina Země Nizozemsko
Typ dokumentu časopisecké články
- MeSH
- adenin analogy a deriváty izolace a purifikace MeSH
- chromatografie s reverzní fází MeSH
- guanin analogy a deriváty izolace a purifikace MeSH
- kvantitativní vztahy mezi strukturou a aktivitou MeSH
- neuronové sítě (počítačové) MeSH
- oligonukleotidy izolace a purifikace MeSH
- rozpouštědla MeSH
- simulace molekulární dynamiky MeSH
- statická elektřina MeSH
- thymin analogy a deriváty izolace a purifikace MeSH
- voda MeSH
- vysokoúčinná kapalinová chromatografie MeSH
- Publikační typ
- časopisecké články MeSH
We studied sequence-dependent retention properties of synthetic 5'-terminal phosphate absent trinucleotides containing adenine, guanine and thymine through reversed-phase liquid chromatography (RPLC) and QSRR modelling. We investigated the influence of separation conditions, namely mobile phase composition (ion interaction agent content, pH and organic constituent content), on sequence-dependent separation by means of ion-interaction RPLC (II-RPLC) using two types of models: experimental design-artificial neural networks (ED-ANN), and linear regression based on molecular dynamics data. The aim was to determine those properties of the above-mentioned analytes responsible for the retention dependence of the sequence. Our results show that there is a deterministic relation between sequence and II-RPLC retention properties of the studied trinucleotides. Further, we can conclude that the higher the content of ion-interaction agent in the mobile phase, the more prominent these properties are. We also show that if we approximate the polar component of solvation energy in QSRR by the electrostatic work in transferring molecules from vacuum to water, and the non-polar component by the solvent accessible surface area, these parameters best describe the retention properties of trinucleotides. There are some exceptions to this finding, namely sequences 5'-NAN-3', 5'-ANN-3', 5'-TGN-3', 5'-NTA-3'and 5'-NGA-3' (N stands for generic nucleotide). Their role is still unknown, but since linear regression including these specific constellations showed a higher observable variance coverage than the model with only the basic descriptors, we may assume that solvent-analyte interactions are responsible for the exceptional behaviour of 5'-NAN-3' & 5'-ANN-3' trinucleotides and some intramolecular interactions of neighbouring nucleobases for 5'-TGN-3', 5'-NTA-3'and 5'-NGA-3' trinucleotides.
Citace poskytuje Crossref.org
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- $a Mikulášek, Kamil $u Masaryk University, Faculty of Science, Department of Chemistry, Kamenice 5, 62500 Brno, Czech Republic; Masaryk University, CEITEC - Central European Institute of Technology, Kamenice 5, 62500 Brno, Czech Republic.
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- $a Sequence-dependent separation of trinucleotides by ion-interaction reversed-phase liquid chromatography-A structure-retention study assisted by soft-modelling and molecular dynamics / $c K. Mikulášek, KS. Jaroň, P. Kulhánek, M. Bittová, J. Havliš,
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- $a We studied sequence-dependent retention properties of synthetic 5'-terminal phosphate absent trinucleotides containing adenine, guanine and thymine through reversed-phase liquid chromatography (RPLC) and QSRR modelling. We investigated the influence of separation conditions, namely mobile phase composition (ion interaction agent content, pH and organic constituent content), on sequence-dependent separation by means of ion-interaction RPLC (II-RPLC) using two types of models: experimental design-artificial neural networks (ED-ANN), and linear regression based on molecular dynamics data. The aim was to determine those properties of the above-mentioned analytes responsible for the retention dependence of the sequence. Our results show that there is a deterministic relation between sequence and II-RPLC retention properties of the studied trinucleotides. Further, we can conclude that the higher the content of ion-interaction agent in the mobile phase, the more prominent these properties are. We also show that if we approximate the polar component of solvation energy in QSRR by the electrostatic work in transferring molecules from vacuum to water, and the non-polar component by the solvent accessible surface area, these parameters best describe the retention properties of trinucleotides. There are some exceptions to this finding, namely sequences 5'-NAN-3', 5'-ANN-3', 5'-TGN-3', 5'-NTA-3'and 5'-NGA-3' (N stands for generic nucleotide). Their role is still unknown, but since linear regression including these specific constellations showed a higher observable variance coverage than the model with only the basic descriptors, we may assume that solvent-analyte interactions are responsible for the exceptional behaviour of 5'-NAN-3' & 5'-ANN-3' trinucleotides and some intramolecular interactions of neighbouring nucleobases for 5'-TGN-3', 5'-NTA-3'and 5'-NGA-3' trinucleotides.
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- $a Jaroň, Kamil S $u Academy of Sciences of the Czech Republic, Institute of Vertebrate Biology, Květná 8, 603 65 Brno, Czech Republic.
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- $a Kulhánek, Petr $u Masaryk University, CEITEC - Central European Institute of Technology, Kamenice 5, 62500 Brno, Czech Republic; Masaryk University, Faculty of Science, National Centre of Biomolecular Research, Kamenice 5, 62500 Brno, Czech Republic.
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- $a Bittová, Miroslava $u Masaryk University, Faculty of Science, Department of Chemistry, Kamenice 5, 62500 Brno, Czech Republic.
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- $a Havliš, Jan $u Masaryk University, CEITEC - Central European Institute of Technology, Kamenice 5, 62500 Brno, Czech Republic; Masaryk University, Faculty of Science, National Centre of Biomolecular Research, Kamenice 5, 62500 Brno, Czech Republic. Electronic address: jdqh@sci.muni.cz.
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