Lessons learned from metabolic engineering in hairy roots: Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

Lessons learned from metabolic engineering in hairy roots : Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species. / Almeida, Aldo; Favero, Bruno Trevenzoli; Dong, Lemeng; Cárdenas, Pablo D.; Saenz-Mata, Jorge; Lütken, Henrik; Bak, Søren.

In: Plant Physiology and Biochemistry, Vol. 201, 107797, 08.2023.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Almeida, A, Favero, BT, Dong, L, Cárdenas, PD, Saenz-Mata, J, Lütken, H & Bak, S 2023, 'Lessons learned from metabolic engineering in hairy roots: Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species', Plant Physiology and Biochemistry, vol. 201, 107797. https://doi.org/10.1016/j.plaphy.2023.107797

APA

Almeida, A., Favero, B. T., Dong, L., Cárdenas, P. D., Saenz-Mata, J., Lütken, H., & Bak, S. (2023). Lessons learned from metabolic engineering in hairy roots: Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species. Plant Physiology and Biochemistry, 201, [107797]. https://doi.org/10.1016/j.plaphy.2023.107797

Vancouver

Almeida A, Favero BT, Dong L, Cárdenas PD, Saenz-Mata J, Lütken H et al. Lessons learned from metabolic engineering in hairy roots: Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species. Plant Physiology and Biochemistry. 2023 Aug;201. 107797. https://doi.org/10.1016/j.plaphy.2023.107797

Author

Almeida, Aldo ; Favero, Bruno Trevenzoli ; Dong, Lemeng ; Cárdenas, Pablo D. ; Saenz-Mata, Jorge ; Lütken, Henrik ; Bak, Søren. / Lessons learned from metabolic engineering in hairy roots : Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species. In: Plant Physiology and Biochemistry. 2023 ; Vol. 201.

Bibtex

@article{71082ed3306745b8971dfc77d1571f04,
title = "Lessons learned from metabolic engineering in hairy roots: Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species",
abstract = "Cucurbitaceae species are used in traditional medicine around the world. Cucurbitacins are highly oxygenated triterpenoids found in Cucurbitaceae species and exhibit potent anticancer activity alone and in combination with other existing chemotherapeutic drugs. Therefore, increasing production of these specialized metabolites is of great relevance. We recently showed that hairy roots of Cucurbita pepo can be used as a platform for metabolic engineering of cucurbitacins to modify their structure and increase their production. To study the changes in cucurbitacin accumulation upon formation of hairy roots, an empty vector (EV) control and Cucurbitacin inducing bHLH transcription factor 1 (CpCUCbH1)-overexpressing hairy roots of C. pepo were compared to untransformed (WT) roots. Whilst CpCUCbH1-overexpression increased production of cucurbitacins I and B by 5-fold, and cucurbitacin E by 3-fold when compared to EV lines, this increase was not significantly different when compared to WT roots. This indicated that Rhizobium rhizogenes transformation lowered the cucurbitacins levels in hairy roots, but that increasing expression of cucurbitacin biosynthetic genes by CpCUCbH1-overexpression restored cucurbitacin production to WT levels. Subsequent metabolomic and RNA-seq analysis indicated that the metabolic profile and transcriptome of hairy roots was significantly changed when compared to WT roots. Interestingly, it was observed that 11% of the differentially expressed genes were transcription factors. It was noteworthy that the majority of transcripts showing highest Pearson correlation coefficients to the Rhizobium rhizogenes genes rolB, rolC and ORF13a, were predicted to be transcription factors. In summary, hairy roots are an excellent platform for metabolic engineering of plant specialized metabolites, but these extensive transcriptome and metabolic profile changes should be considered in subsequent studies.",
author = "Aldo Almeida and Favero, {Bruno Trevenzoli} and Lemeng Dong and C{\'a}rdenas, {Pablo D.} and Jorge Saenz-Mata and Henrik L{\"u}tken and S{\o}ren Bak",
note = "Funding Information: S. B. and A. A. were supported by grants from the Novo Nordisk Foundation grant No. NNF17OC0027646 and Independent Research Fund Denmark grant No. 7017-00275B . ",
year = "2023",
month = aug,
doi = "10.1016/j.plaphy.2023.107797",
language = "English",
volume = "201",
journal = "Plant Physiology and Biochemistry",
issn = "0981-9428",
publisher = "Elsevier Masson",

}

RIS

TY - JOUR

T1 - Lessons learned from metabolic engineering in hairy roots

T2 - Transcriptome and metabolic profile changes caused by Rhizobium-mediated plant transformation in Cucurbitaceae species

AU - Almeida, Aldo

AU - Favero, Bruno Trevenzoli

AU - Dong, Lemeng

AU - Cárdenas, Pablo D.

AU - Saenz-Mata, Jorge

AU - Lütken, Henrik

AU - Bak, Søren

N1 - Funding Information: S. B. and A. A. were supported by grants from the Novo Nordisk Foundation grant No. NNF17OC0027646 and Independent Research Fund Denmark grant No. 7017-00275B .

PY - 2023/8

Y1 - 2023/8

N2 - Cucurbitaceae species are used in traditional medicine around the world. Cucurbitacins are highly oxygenated triterpenoids found in Cucurbitaceae species and exhibit potent anticancer activity alone and in combination with other existing chemotherapeutic drugs. Therefore, increasing production of these specialized metabolites is of great relevance. We recently showed that hairy roots of Cucurbita pepo can be used as a platform for metabolic engineering of cucurbitacins to modify their structure and increase their production. To study the changes in cucurbitacin accumulation upon formation of hairy roots, an empty vector (EV) control and Cucurbitacin inducing bHLH transcription factor 1 (CpCUCbH1)-overexpressing hairy roots of C. pepo were compared to untransformed (WT) roots. Whilst CpCUCbH1-overexpression increased production of cucurbitacins I and B by 5-fold, and cucurbitacin E by 3-fold when compared to EV lines, this increase was not significantly different when compared to WT roots. This indicated that Rhizobium rhizogenes transformation lowered the cucurbitacins levels in hairy roots, but that increasing expression of cucurbitacin biosynthetic genes by CpCUCbH1-overexpression restored cucurbitacin production to WT levels. Subsequent metabolomic and RNA-seq analysis indicated that the metabolic profile and transcriptome of hairy roots was significantly changed when compared to WT roots. Interestingly, it was observed that 11% of the differentially expressed genes were transcription factors. It was noteworthy that the majority of transcripts showing highest Pearson correlation coefficients to the Rhizobium rhizogenes genes rolB, rolC and ORF13a, were predicted to be transcription factors. In summary, hairy roots are an excellent platform for metabolic engineering of plant specialized metabolites, but these extensive transcriptome and metabolic profile changes should be considered in subsequent studies.

AB - Cucurbitaceae species are used in traditional medicine around the world. Cucurbitacins are highly oxygenated triterpenoids found in Cucurbitaceae species and exhibit potent anticancer activity alone and in combination with other existing chemotherapeutic drugs. Therefore, increasing production of these specialized metabolites is of great relevance. We recently showed that hairy roots of Cucurbita pepo can be used as a platform for metabolic engineering of cucurbitacins to modify their structure and increase their production. To study the changes in cucurbitacin accumulation upon formation of hairy roots, an empty vector (EV) control and Cucurbitacin inducing bHLH transcription factor 1 (CpCUCbH1)-overexpressing hairy roots of C. pepo were compared to untransformed (WT) roots. Whilst CpCUCbH1-overexpression increased production of cucurbitacins I and B by 5-fold, and cucurbitacin E by 3-fold when compared to EV lines, this increase was not significantly different when compared to WT roots. This indicated that Rhizobium rhizogenes transformation lowered the cucurbitacins levels in hairy roots, but that increasing expression of cucurbitacin biosynthetic genes by CpCUCbH1-overexpression restored cucurbitacin production to WT levels. Subsequent metabolomic and RNA-seq analysis indicated that the metabolic profile and transcriptome of hairy roots was significantly changed when compared to WT roots. Interestingly, it was observed that 11% of the differentially expressed genes were transcription factors. It was noteworthy that the majority of transcripts showing highest Pearson correlation coefficients to the Rhizobium rhizogenes genes rolB, rolC and ORF13a, were predicted to be transcription factors. In summary, hairy roots are an excellent platform for metabolic engineering of plant specialized metabolites, but these extensive transcriptome and metabolic profile changes should be considered in subsequent studies.

U2 - 10.1016/j.plaphy.2023.107797

DO - 10.1016/j.plaphy.2023.107797

M3 - Journal article

C2 - 37302255

VL - 201

JO - Plant Physiology and Biochemistry

JF - Plant Physiology and Biochemistry

SN - 0981-9428

M1 - 107797

ER -

ID: 347752884