Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Chaves, Gabriel Luz
Orientador(a): Silva, Adilson José da lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Universidade Federal de São Carlos
Câmpus São Carlos
Programa de Pós-Graduação: Programa de Pós-Graduação em Engenharia Química - PPGEQ
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.ufscar.br/handle/20.500.14289/14212
Resumo: The US Department of Energy ranked the 3-hydroxypropionic acid (3-HP) among the Top 10 most promising value-added chemicals that can be derived from biomass in a biorefinery. This acid has great potential to serve as a building block for the industry, serving as raw material for paints, coatings, and polymers. Nevertheless, its production from chemical routes encompasses processes that are highly toxic and environmentally harmful. In this context, fermentative bioprocesses are a promising alternative for 3-HP production. Here, we proposed the obtention of an Escherichia coli strain genetically modified to produce 3-HP through the β-alanine pathway, yet poorly studied. To build an E. coli strain able to produce 3-HP, the genes that encode the last three reactions of the pathway were cloned and combined in the same plasmid (pEbtyGpD): pa0132 from Pseudomonas aeruginosa, ydfG from E. coli, and panD from Corynebacterium glutamicum. This first engineered strain, named PS100, produced up to 0.338 ± 0.044 g/L of 3-HP after 24 h of induction with IPTG using glucose as a carbon source. Surprisingly, cultivations on a mixture of glucose and xylose (1:1 on C-mol basis) yielded a final titer of 1.040 ± 0.050 g/L by this strain, from the same substrate amount. To optimize the production obtained from PS100, new genetic modifications were investigated through in silico optimization of a genome-scale metabolic model of E. coli K-12 MG1655. The model iML1515 was modified to include the heterologous reaction of β-alanine conversion to malonic semialdehyde, and three reactions were identified as potential metabolic targets for enhancing 3-HP production by E. coli cells: the reactions of alanine racemase (ALAR), L-alanine aminotransferase (ALAT), and L-valine transaminase (VALTA). These target reactions were modified in the strain PS100, generating the strain PSO107 that was able to improve nearly 2-fold the final titer of the acid when compared to PS100 in cultivations with glucose as carbon source, reaching 0.743 ± 0.016 g/L of 3-HP. For cultivations with the glucose:xylose mixture, a 10% increment was observed for the PSO107 strain compared to PS100, with the former reaching 1.147 ± 0.015 g/L of 3-HP. These results confirm that the targets predicted by the evolutionary optimizations of the genome-scale metabolic model were assertive and enabled an increment in the final production of 3-HP by the engineered E. coli strain.
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spelling Chaves, Gabriel LuzSilva, Adilson José dahttp://lattes.cnpq.br/3447469350644179http://lattes.cnpq.br/70632629521543496cb10267-3482-40e8-b023-14971ebd708c2021-05-03T11:19:26Z2021-05-03T11:19:26Z2021-04-20CHAVES, Gabriel Luz. Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production. 2021. Dissertação (Mestrado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/14212.https://repositorio.ufscar.br/handle/20.500.14289/14212The US Department of Energy ranked the 3-hydroxypropionic acid (3-HP) among the Top 10 most promising value-added chemicals that can be derived from biomass in a biorefinery. This acid has great potential to serve as a building block for the industry, serving as raw material for paints, coatings, and polymers. Nevertheless, its production from chemical routes encompasses processes that are highly toxic and environmentally harmful. In this context, fermentative bioprocesses are a promising alternative for 3-HP production. Here, we proposed the obtention of an Escherichia coli strain genetically modified to produce 3-HP through the β-alanine pathway, yet poorly studied. To build an E. coli strain able to produce 3-HP, the genes that encode the last three reactions of the pathway were cloned and combined in the same plasmid (pEbtyGpD): pa0132 from Pseudomonas aeruginosa, ydfG from E. coli, and panD from Corynebacterium glutamicum. This first engineered strain, named PS100, produced up to 0.338 ± 0.044 g/L of 3-HP after 24 h of induction with IPTG using glucose as a carbon source. Surprisingly, cultivations on a mixture of glucose and xylose (1:1 on C-mol basis) yielded a final titer of 1.040 ± 0.050 g/L by this strain, from the same substrate amount. To optimize the production obtained from PS100, new genetic modifications were investigated through in silico optimization of a genome-scale metabolic model of E. coli K-12 MG1655. The model iML1515 was modified to include the heterologous reaction of β-alanine conversion to malonic semialdehyde, and three reactions were identified as potential metabolic targets for enhancing 3-HP production by E. coli cells: the reactions of alanine racemase (ALAR), L-alanine aminotransferase (ALAT), and L-valine transaminase (VALTA). These target reactions were modified in the strain PS100, generating the strain PSO107 that was able to improve nearly 2-fold the final titer of the acid when compared to PS100 in cultivations with glucose as carbon source, reaching 0.743 ± 0.016 g/L of 3-HP. For cultivations with the glucose:xylose mixture, a 10% increment was observed for the PSO107 strain compared to PS100, with the former reaching 1.147 ± 0.015 g/L of 3-HP. These results confirm that the targets predicted by the evolutionary optimizations of the genome-scale metabolic model were assertive and enabled an increment in the final production of 3-HP by the engineered E. coli strain.O Departamento de Energia dos Estados Unidos (DOE, US) listou, em 2004, o ácido 3-hidroxipropiônico (3-HP) entre os 10 mais promissores químicos de alto valor-agregado que podem ser obtidos a partir da biomassa em biorrefinarias. Este ácido tem potencial de servir como bloco construtor para a indústria, como a de tintas, de revestimentos e polímeros. Entretanto, sua produção a partir de rotas químicas envolve processos altamente tóxicos e prejudiciais ao meio ambiente. Assim, bioprocessos fermentativos são uma alternativa promissora para a produção do 3-HP. Neste trabalho, propôs-se a obtenção de uma linhagem de Escherichia coli geneticamente modificada para produzir 3-HP pela via da β-alanina, ainda pouco explorada na literatura. Para produzir uma linhagem capaz de produzir o ácido, os genes que codificam as três últimas reações da via foram clonados e combinados num mesmo plasmídeo (pEbtyGpD): pa0132 de Pseudomonas aeruginosa, ydfG de Escherichia coli e panD de Corynebacterium glutamicum. A primeira linhagem construída, PS100, foi capaz de produzir até 0,338 ± 0.044 g/L de 3-HP após 24 h de indução com IPTG, usando glicose como fonte de carbono. Surpreendentemente, em cultivos com uma mistura glicose : xilose (1:1 em base C-mol) a produção final de 3-HP por essa linhagem aumentou até 1,040 ± 0,050 g/L partindo-se da mesma concentração inicial de substrato. Para otimizar a produção obtida pela PS100, buscou-se pela predição in silico de novos alvos não-intuitivos através de otimização evolucionária de um modelo metabólico em escala genômica de E. coli K-12 MG1655. O modelo iML1515 foi modificado para passar a conter a reação heteróloga de conversão da β-alanina a semialdeído malônico, e três reações foram identificadas como alvos metabólicos potenciais para incrementar a produção de 3-HP por células de E. coli: a reação da alanina racemase (ALAR), da L-alanina aminotransferase (ALAT) e da L-valina transaminase (VALTA). Essas modificações foram introduzidas na linhagem PS100, gerando a linhagem PSO107 que foi capaz de aproximadamente dobrar a concentração final do ácido, em relação à PS100, em cultivos com glicose como fonte de carbono, produzindo 0,743 ± 0,016 g/L de 3-HP. Para cultivos com a mistura glicose : xilose (1:1 em base C-mol), um aumento de 10% n concentração do ácido foi observado para a PSO107, comparado à PS100, chegando a 1,147 ± 0,015 g/L de 3-HP. Estes resultados confirmam que os alvos metabólicos preditos pelas otimizações do modelo metabólico em escala genômica foram assertivos e possibilitaram um incremento final na produção de 3-HP pelas linhagens produtoras construídas de E. coli.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)FAPESP: 2019/07902-6CNPq: 132794/2019-5engUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Engenharia Química - PPGEQUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessModelo metabólico em escala GenômicaÁcido 3-hidroxipropiônicoBeta-alaninaBiorrefinariasFábricas celularesEngenharia metabólicaMetabolic engineeringGenome-scale metabolic model3-hydroxypropionic acidBiorefineryBeta-alanineMicrobial cell factoryENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICARational design and engineering of a microbial cell factory for 3-hydroxypropionic acid productionDesenho e construção racional de uma fábrica celular para produção de ácido 3-hidroxipropiônicoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis6006001c7296d8-a6a1-4938-92ff-1182b3437864reponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALGL_Chaves__2021___dissert.pdfGL_Chaves__2021___dissert.pdfTexto completoapplication/pdf6352217https://repositorio.ufscar.br/bitstreams/1ba2f8ab-6e4e-45e2-8849-fe4b323c467f/download52263845aa507ff8e6087393275d554cMD510trueAnonymousREADCarta Comprovante_ Gabriel.pdfCarta Comprovante_ Gabriel.pdfCarta comprovanteapplication/pdf69974https://repositorio.ufscar.br/bitstreams/ff52d16a-7ee6-4c8b-82d4-6c52661cb215/downloadb91a5d523001036cd5d1702a0339293bMD54falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811https://repositorio.ufscar.br/bitstreams/e79cc74b-1509-41e1-908e-b0aa17f8748b/downloade39d27027a6cc9cb039ad269a5db8e34MD55falseAnonymousREADTEXTGL_Chaves__2021___dissert.pdf.txtGL_Chaves__2021___dissert.pdf.txtExtracted texttext/plain223102https://repositorio.ufscar.br/bitstreams/207b676c-ddc2-448b-a10a-32dc8d43afdb/download8879b4bbf9e3d0200a948d6ad27aca6cMD513falseAnonymousREADCarta Comprovante_ Gabriel.pdf.txtCarta Comprovante_ Gabriel.pdf.txtExtracted texttext/plain1221https://repositorio.ufscar.br/bitstreams/0d14ed23-f671-4a36-a680-219349f34b37/download071cf4242dbc6cc5081c0a1ccb0c45e3MD515falseAnonymousREADTHUMBNAILGL_Chaves__2021___dissert.pdf.jpgGL_Chaves__2021___dissert.pdf.jpgIM Thumbnailimage/jpeg5815https://repositorio.ufscar.br/bitstreams/02f76279-e6a1-4300-a0aa-649293c1a357/download2676f0058e3a7b0c76543eb1735d478dMD514falseAnonymousREADCarta Comprovante_ Gabriel.pdf.jpgCarta Comprovante_ Gabriel.pdf.jpgIM Thumbnailimage/jpeg9254https://repositorio.ufscar.br/bitstreams/3bd23eb0-a41c-4713-afd3-aa2693f35c30/download7461fb0b0dc22a1ac01ebd589d06a050MD516falseAnonymousREAD20.500.14289/142122025-02-05 19:41:55.097http://creativecommons.org/licenses/by-nc-nd/3.0/br/Attribution-NonCommercial-NoDerivs 3.0 Brazilopen.accessoai:repositorio.ufscar.br:20.500.14289/14212https://repositorio.ufscar.brRepositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestrepositorio.sibi@ufscar.bropendoar:43222025-02-05T22:41:55Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.eng.fl_str_mv Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
dc.title.alternative.por.fl_str_mv Desenho e construção racional de uma fábrica celular para produção de ácido 3-hidroxipropiônico
title Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
spellingShingle Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
Chaves, Gabriel Luz
Modelo metabólico em escala Genômica
Ácido 3-hidroxipropiônico
Beta-alanina
Biorrefinarias
Fábricas celulares
Engenharia metabólica
Metabolic engineering
Genome-scale metabolic model
3-hydroxypropionic acid
Biorefinery
Beta-alanine
Microbial cell factory
ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
title_short Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
title_full Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
title_fullStr Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
title_full_unstemmed Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
title_sort Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production
author Chaves, Gabriel Luz
author_facet Chaves, Gabriel Luz
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/7063262952154349
dc.contributor.author.fl_str_mv Chaves, Gabriel Luz
dc.contributor.advisor1.fl_str_mv Silva, Adilson José da
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3447469350644179
dc.contributor.authorID.fl_str_mv 6cb10267-3482-40e8-b023-14971ebd708c
contributor_str_mv Silva, Adilson José da
dc.subject.por.fl_str_mv Modelo metabólico em escala Genômica
Ácido 3-hidroxipropiônico
Beta-alanina
Biorrefinarias
Fábricas celulares
Engenharia metabólica
topic Modelo metabólico em escala Genômica
Ácido 3-hidroxipropiônico
Beta-alanina
Biorrefinarias
Fábricas celulares
Engenharia metabólica
Metabolic engineering
Genome-scale metabolic model
3-hydroxypropionic acid
Biorefinery
Beta-alanine
Microbial cell factory
ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
dc.subject.eng.fl_str_mv Metabolic engineering
Genome-scale metabolic model
3-hydroxypropionic acid
Biorefinery
Beta-alanine
Microbial cell factory
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
description The US Department of Energy ranked the 3-hydroxypropionic acid (3-HP) among the Top 10 most promising value-added chemicals that can be derived from biomass in a biorefinery. This acid has great potential to serve as a building block for the industry, serving as raw material for paints, coatings, and polymers. Nevertheless, its production from chemical routes encompasses processes that are highly toxic and environmentally harmful. In this context, fermentative bioprocesses are a promising alternative for 3-HP production. Here, we proposed the obtention of an Escherichia coli strain genetically modified to produce 3-HP through the β-alanine pathway, yet poorly studied. To build an E. coli strain able to produce 3-HP, the genes that encode the last three reactions of the pathway were cloned and combined in the same plasmid (pEbtyGpD): pa0132 from Pseudomonas aeruginosa, ydfG from E. coli, and panD from Corynebacterium glutamicum. This first engineered strain, named PS100, produced up to 0.338 ± 0.044 g/L of 3-HP after 24 h of induction with IPTG using glucose as a carbon source. Surprisingly, cultivations on a mixture of glucose and xylose (1:1 on C-mol basis) yielded a final titer of 1.040 ± 0.050 g/L by this strain, from the same substrate amount. To optimize the production obtained from PS100, new genetic modifications were investigated through in silico optimization of a genome-scale metabolic model of E. coli K-12 MG1655. The model iML1515 was modified to include the heterologous reaction of β-alanine conversion to malonic semialdehyde, and three reactions were identified as potential metabolic targets for enhancing 3-HP production by E. coli cells: the reactions of alanine racemase (ALAR), L-alanine aminotransferase (ALAT), and L-valine transaminase (VALTA). These target reactions were modified in the strain PS100, generating the strain PSO107 that was able to improve nearly 2-fold the final titer of the acid when compared to PS100 in cultivations with glucose as carbon source, reaching 0.743 ± 0.016 g/L of 3-HP. For cultivations with the glucose:xylose mixture, a 10% increment was observed for the PSO107 strain compared to PS100, with the former reaching 1.147 ± 0.015 g/L of 3-HP. These results confirm that the targets predicted by the evolutionary optimizations of the genome-scale metabolic model were assertive and enabled an increment in the final production of 3-HP by the engineered E. coli strain.
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-05-03T11:19:26Z
dc.date.available.fl_str_mv 2021-05-03T11:19:26Z
dc.date.issued.fl_str_mv 2021-04-20
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dc.identifier.citation.fl_str_mv CHAVES, Gabriel Luz. Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production. 2021. Dissertação (Mestrado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/14212.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/20.500.14289/14212
identifier_str_mv CHAVES, Gabriel Luz. Rational design and engineering of a microbial cell factory for 3-hydroxypropionic acid production. 2021. Dissertação (Mestrado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/14212.
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