QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene

Detalhes bibliográficos
Autor(a) principal: Martins, Ernane de Freitas
Data de Publicação: 2018
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/154328
Resumo: Nanotechnology is an important and very active area of research contributing to many different fields. The development of new devices applied to personalized medicine is one of its applications. When we desire to develop new devices many effort are done, including experimental and theoretical investigations. The theoretical/computational physics can enormously contribute to this area, since the simulations can reveal the working mechanism in these systems being possible to understand and propose new devices with improved performance. We present an extensive theoretical investigation of the electronic transport properties of graphene-based devices for DNA sensing. We have used a hybrid methodology which combines quantum mechanics and molecular mechanics, the so called QM/MM method, coupled to electronic transport calculations using non-equilibrium Green’s functions. First, we studied graphene in solution in order to understand the effects of polarization on the electronic and transport properties under different salt concentrations. We also stud- ied graphene with Stone-Wales defect in pure water. For these systems we tested a simple polarization model based on rigid rods. Our analysis were also done over different QM/MM partitions including explicit water molecules in the quantum part. Our results showed that the inclusion of the solvent in the electronic transport calculations for graphene decreases the total transmission, showing the important role played by the water. Our results also showed that the electronic transport properties of graphene do not suffer significant changes as we increase the salt concentration in the solution. The inclusion of polarization effects in graphene, despite changing the structuring of water molecules that make up the first solvation shell of graphene, do not significantly affect the electronic transport through graphene. We then studied DNA sequencing devices. First we focused on sequencing using a nanopore between topological line defects in graphene. Our results showed that sequencing DNA with high selectivity and sensitivity using these devices appears possible. We also address nanogap in graphene. For this we looked at the effects of water on electronic transport by using different setups for the QM/MM partition. We showed that the inclusion of water molecules in the quantum part increases the electronic transmission in several orders of magnitude, also showing the fundamental role played by water in tunneling devices. The electronic transport simulations showed that the proposed device has the potential to be used in DNA sequencing, presenting high selectivity and sensitivity. We propose an graphene-based biochip for sequence-specific detection of DNA strands. The main idea of this sort of device is to detect hybridization of single-stranded DNA, forming double-stranded DNA. We showed that the vertical DNA adsorption, either through an anchor molecule (pyrene) or using the nucleotide itself as anchor, do not present good results for detection, since the signals for the single and double strands are quite similar. For the case of horizontal DNA adsorption on graphene our results indicated that the two signals can be distinguishable, showing promising potential for sensitivity and selectivity.
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spelling QM/MM simulations of electronic transport properties for DNA sensing devices based on grapheneSimulações QM/MM das propriedades de transporte eletrônico para dispositivos de sensoriamento de DNA baseados em grafenografenoDNAnanoporonanogapsequenciamentoDFTtransporte eletrônicosimulações de dinâmica molecularQM/MMgraphenenanoporesequencingelectronic transportmolecular dynamics simulationsNanotechnology is an important and very active area of research contributing to many different fields. The development of new devices applied to personalized medicine is one of its applications. When we desire to develop new devices many effort are done, including experimental and theoretical investigations. The theoretical/computational physics can enormously contribute to this area, since the simulations can reveal the working mechanism in these systems being possible to understand and propose new devices with improved performance. We present an extensive theoretical investigation of the electronic transport properties of graphene-based devices for DNA sensing. We have used a hybrid methodology which combines quantum mechanics and molecular mechanics, the so called QM/MM method, coupled to electronic transport calculations using non-equilibrium Green’s functions. First, we studied graphene in solution in order to understand the effects of polarization on the electronic and transport properties under different salt concentrations. We also stud- ied graphene with Stone-Wales defect in pure water. For these systems we tested a simple polarization model based on rigid rods. Our analysis were also done over different QM/MM partitions including explicit water molecules in the quantum part. Our results showed that the inclusion of the solvent in the electronic transport calculations for graphene decreases the total transmission, showing the important role played by the water. Our results also showed that the electronic transport properties of graphene do not suffer significant changes as we increase the salt concentration in the solution. The inclusion of polarization effects in graphene, despite changing the structuring of water molecules that make up the first solvation shell of graphene, do not significantly affect the electronic transport through graphene. We then studied DNA sequencing devices. First we focused on sequencing using a nanopore between topological line defects in graphene. Our results showed that sequencing DNA with high selectivity and sensitivity using these devices appears possible. We also address nanogap in graphene. For this we looked at the effects of water on electronic transport by using different setups for the QM/MM partition. We showed that the inclusion of water molecules in the quantum part increases the electronic transmission in several orders of magnitude, also showing the fundamental role played by water in tunneling devices. The electronic transport simulations showed that the proposed device has the potential to be used in DNA sequencing, presenting high selectivity and sensitivity. We propose an graphene-based biochip for sequence-specific detection of DNA strands. The main idea of this sort of device is to detect hybridization of single-stranded DNA, forming double-stranded DNA. We showed that the vertical DNA adsorption, either through an anchor molecule (pyrene) or using the nucleotide itself as anchor, do not present good results for detection, since the signals for the single and double strands are quite similar. For the case of horizontal DNA adsorption on graphene our results indicated that the two signals can be distinguishable, showing promising potential for sensitivity and selectivity.Nanotecnologia é uma importante e muito ativa área de pesquisa contribuindo para muitos campos diferentes. O desenvolvimento de novos dispositivos aplicados à medicina personalizada é uma de suas aplicações. Quando desejamos desenvolver novos dispositivos muitos esforços são feitos, incluindo investigações experimentais e teóricas. A Física teórica/computacional pode contribuir enormemente com esta área, já que simulações podem revelar o mecanismo de funcionamento nesses sistemas tornando possível entender e propor novos dispositivos com desempenho melhorado. Nós apresentamos uma extensa investigação teórica das propriedades de transporte eletrônico de dispositivos baseados em grafeno para sensoriamento de DNA. Utilizamos uma metodologia híbrida que combina mecânica quântica e mecânica molecular, o chamado método QM/MM, acoplado a cálculos de transporte eletrônico utilizando funções de Green fora do equilíbrio. Primeiramente nós estudamos grafeno em solução de modo a entender os efeitos de polarização nas propriedades eletrônica e de transporte em diferentes concentrações de sal. Também estudamos grafeno com defeito Stone-Wales em água pura. Para esses sistemas, testamos um modelo de polarização simples baseado em bastões rígidos. Nossas análises também foram feitas em diferentes partições QM/MM incluindo moléculas de água explícitas na parte quântica. Nossos resultados mostraram que a inclusão do solvente nos cálculos de transporte eletrônico para o grafeno diminui a transmissão total, mostrando o papel fundamento desempenhado pelo água. Nossos resultados também mostraram que as propriedades de transporte eletrônico do grafeno não sofrem mudanças significativas na medida em que aumentamos a concentração de sal na solução. A inclusão de efeitos de polarização em grafeno, apesar de mudar a estruturação das moléculas de água que compõem a primeira camada de solvatação do grafeno, não afeta significativamente o transporte eletrônico através do grafeno. Nós, então, estudamos dispositivos para sequenciamento de DNA. Focamos primeira- mente no sequenciamento usando nanoporo entre defeitos de linha topológicos no grafeno. Nossos resultados mostraram que o sequenciamento de DNA com alta seletividade e sensitividade usando esses dispositivos se mostra possível. Nós também abordamos nanogap em grafeno. Para tal, avaliamos os efeitos da água no transporte eletrônico utilizando diferentes configurações para a partição QM/MM. Mostramos que a inclusão de moléculas de água na parte quântica aumenta a transmissão eletrônica em várias ordens de grandeza, também mostrando o papel fundamental desempenhado pela água em dispositivos de tunelamento. As simulações de transporte eletrônico mostraram que o dispositivo proposto tem o potencial de ser usado em sequenciamento de DNA, apresentando alta seletividade e sensitividade. Propusemos um biochip baseado em grafeno para detecção de sequências específicas de fitas de DNA. A ideia principal desta classe de dispositivos é detectar a hibridização da fita simples de DNA, formando a fita dupla de DNA. Mostramos que a adsorção vertical de DNA, seja utilizando uma molécula âncora (pireno) ou utilizando o próprio nucleotídio como âncora, não apresenta bons resultados para detecção, já que os sinais para as fitas simples e dupla são bem próximos. Para o caso da adsorção horizontal de DNA em grafeno nossos resultados indicaram que os dois sinais podem ser distinguíveis, mostrando potencial promissor para sensitividade e seletividade.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Universidade Estadual Paulista (Unesp)Rocha, Alexandre Reily [UNESP]Feliciano, Gustavo Troiano [UNESP]Scheicher, Ralph HendrikUniversidade Estadual Paulista (Unesp)Martins, Ernane de Freitas2018-06-22T17:57:30Z2018-06-22T17:57:30Z2018-06-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttp://hdl.handle.net/11449/15432800090538933015015001P7enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESP2024-01-26T06:29:47Zoai:repositorio.unesp.br:11449/154328Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:00:35.205381Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
Simulações QM/MM das propriedades de transporte eletrônico para dispositivos de sensoriamento de DNA baseados em grafeno
title QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
spellingShingle QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
Martins, Ernane de Freitas
grafeno
DNA
nanoporo
nanogap
sequenciamento
DFT
transporte eletrônico
simulações de dinâmica molecular
QM/MM
graphene
nanopore
sequencing
electronic transport
molecular dynamics simulations
title_short QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
title_full QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
title_fullStr QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
title_full_unstemmed QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
title_sort QM/MM simulations of electronic transport properties for DNA sensing devices based on graphene
author Martins, Ernane de Freitas
author_facet Martins, Ernane de Freitas
author_role author
dc.contributor.none.fl_str_mv Rocha, Alexandre Reily [UNESP]
Feliciano, Gustavo Troiano [UNESP]
Scheicher, Ralph Hendrik
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Martins, Ernane de Freitas
dc.subject.por.fl_str_mv grafeno
DNA
nanoporo
nanogap
sequenciamento
DFT
transporte eletrônico
simulações de dinâmica molecular
QM/MM
graphene
nanopore
sequencing
electronic transport
molecular dynamics simulations
topic grafeno
DNA
nanoporo
nanogap
sequenciamento
DFT
transporte eletrônico
simulações de dinâmica molecular
QM/MM
graphene
nanopore
sequencing
electronic transport
molecular dynamics simulations
description Nanotechnology is an important and very active area of research contributing to many different fields. The development of new devices applied to personalized medicine is one of its applications. When we desire to develop new devices many effort are done, including experimental and theoretical investigations. The theoretical/computational physics can enormously contribute to this area, since the simulations can reveal the working mechanism in these systems being possible to understand and propose new devices with improved performance. We present an extensive theoretical investigation of the electronic transport properties of graphene-based devices for DNA sensing. We have used a hybrid methodology which combines quantum mechanics and molecular mechanics, the so called QM/MM method, coupled to electronic transport calculations using non-equilibrium Green’s functions. First, we studied graphene in solution in order to understand the effects of polarization on the electronic and transport properties under different salt concentrations. We also stud- ied graphene with Stone-Wales defect in pure water. For these systems we tested a simple polarization model based on rigid rods. Our analysis were also done over different QM/MM partitions including explicit water molecules in the quantum part. Our results showed that the inclusion of the solvent in the electronic transport calculations for graphene decreases the total transmission, showing the important role played by the water. Our results also showed that the electronic transport properties of graphene do not suffer significant changes as we increase the salt concentration in the solution. The inclusion of polarization effects in graphene, despite changing the structuring of water molecules that make up the first solvation shell of graphene, do not significantly affect the electronic transport through graphene. We then studied DNA sequencing devices. First we focused on sequencing using a nanopore between topological line defects in graphene. Our results showed that sequencing DNA with high selectivity and sensitivity using these devices appears possible. We also address nanogap in graphene. For this we looked at the effects of water on electronic transport by using different setups for the QM/MM partition. We showed that the inclusion of water molecules in the quantum part increases the electronic transmission in several orders of magnitude, also showing the fundamental role played by water in tunneling devices. The electronic transport simulations showed that the proposed device has the potential to be used in DNA sequencing, presenting high selectivity and sensitivity. We propose an graphene-based biochip for sequence-specific detection of DNA strands. The main idea of this sort of device is to detect hybridization of single-stranded DNA, forming double-stranded DNA. We showed that the vertical DNA adsorption, either through an anchor molecule (pyrene) or using the nucleotide itself as anchor, do not present good results for detection, since the signals for the single and double strands are quite similar. For the case of horizontal DNA adsorption on graphene our results indicated that the two signals can be distinguishable, showing promising potential for sensitivity and selectivity.
publishDate 2018
dc.date.none.fl_str_mv 2018-06-22T17:57:30Z
2018-06-22T17:57:30Z
2018-06-04
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/11449/154328
000905389
33015015001P7
url http://hdl.handle.net/11449/154328
identifier_str_mv 000905389
33015015001P7
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual Paulista (Unesp)
publisher.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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