Academic Journal
Comprehensive in silico analysis of the underutilized crop tef (Eragrostis tef (Zucc.) Trotter) genome reveals drought tolerance signatures
| Title: | Comprehensive in silico analysis of the underutilized crop tef (Eragrostis tef (Zucc.) Trotter) genome reveals drought tolerance signatures |
|---|---|
| Authors: | Abreham Bekele-Alemu, Ayalew Ligaba-Osena |
| Source: | BMC Plant Biology, Vol 23, Iss 1, Pp 1-24 (2023) |
| Publisher Information: | BMC, 2023. |
| Publication Year: | 2023 |
| Collection: | LCC:Botany |
| Subject Terms: | Tef, Drought stress, Drought-responsive genes, Functional analysis, In silico analysis, Underutilized crop, Botany, QK1-989 |
| Description: | Abstract Background Tef (Eragrostis tef) is a C4 plant known for its tiny, nutritious, and gluten-free grains. It contains higher levels of protein, vitamins, and essential minerals like calcium (Ca), iron (Fe), copper (Cu), and zinc (Zn) than common cereals. Tef is cultivated in diverse ecological zones under diverse climatic conditions. Studies have shown that tef has great diversity in withstanding environmental challenges such as drought. Drought is a major abiotic stress severely affecting crop productivity and becoming a bottleneck to global food security. Here, we used in silico-based functional genomic analysis to identify drought-responsive genes in tef and validated their expression using quantitative RT-PCR. Results We identified about 729 drought-responsive genes so far reported in six crop plants, including rice, wheat, maize, barley, sorghum, pearl millet, and the model plant Arabidopsis, and reported 20 genes having high-level of GO terms related to drought, and significantly enriched in several biological and molecular function categories. These genes were found to play diverse roles, including water and fluid transport, resistance to high salt, cold, and drought stress, abscisic acid (ABA) signaling, de novo DNA methylation, and transcriptional regulation in tef and other crops. Our analysis revealed substantial differences in the conserved domains of some tef genes from well-studied rice orthologs. We further analyzed the expression of sixteen tef orthologs using quantitative RT-PCR in response to PEG-induced osmotic stress. Conclusions The findings showed differential regulation of some drought-responsive genes in shoots, roots, or both tissues. Hence, the genes identified in this study may be promising candidates for trait improvement in crops via transgenic or gene-editing technologies. |
| Document Type: | article |
| File Description: | electronic resource |
| Language: | English |
| ISSN: | 1471-2229 |
| Relation: | https://doaj.org/toc/1471-2229 |
| DOI: | 10.1186/s12870-023-04515-1 |
| Access URL: | https://doaj.org/article/e1f3964a3d8a40ffb5ee1bb86f3f806c |
| Accession Number: | edsdoj.1f3964a3d8a40ffb5ee1bb86f3f806c |
| Database: | Directory of Open Access Journals |
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| Items | – Name: Title Label: Title Group: Ti Data: Comprehensive in silico analysis of the underutilized crop tef (Eragrostis tef (Zucc.) Trotter) genome reveals drought tolerance signatures – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Abreham+Bekele-Alemu%22">Abreham Bekele-Alemu</searchLink><br /><searchLink fieldCode="AR" term="%22Ayalew+Ligaba-Osena%22">Ayalew Ligaba-Osena</searchLink> – Name: TitleSource Label: Source Group: Src Data: BMC Plant Biology, Vol 23, Iss 1, Pp 1-24 (2023) – Name: Publisher Label: Publisher Information Group: PubInfo Data: BMC, 2023. – Name: DatePubCY Label: Publication Year Group: Date Data: 2023 – Name: Subset Label: Collection Group: HoldingsInfo Data: LCC:Botany – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Tef%22">Tef</searchLink><br /><searchLink fieldCode="DE" term="%22Drought+stress%22">Drought stress</searchLink><br /><searchLink fieldCode="DE" term="%22Drought-responsive+genes%22">Drought-responsive genes</searchLink><br /><searchLink fieldCode="DE" term="%22Functional+analysis%22">Functional analysis</searchLink><br /><searchLink fieldCode="DE" term="%22In+silico+analysis%22">In silico analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Underutilized+crop%22">Underutilized crop</searchLink><br /><searchLink fieldCode="DE" term="%22Botany%22">Botany</searchLink><br /><searchLink fieldCode="DE" term="%22QK1-989%22">QK1-989</searchLink> – Name: Abstract Label: Description Group: Ab Data: Abstract Background Tef (Eragrostis tef) is a C4 plant known for its tiny, nutritious, and gluten-free grains. It contains higher levels of protein, vitamins, and essential minerals like calcium (Ca), iron (Fe), copper (Cu), and zinc (Zn) than common cereals. Tef is cultivated in diverse ecological zones under diverse climatic conditions. Studies have shown that tef has great diversity in withstanding environmental challenges such as drought. Drought is a major abiotic stress severely affecting crop productivity and becoming a bottleneck to global food security. Here, we used in silico-based functional genomic analysis to identify drought-responsive genes in tef and validated their expression using quantitative RT-PCR. Results We identified about 729 drought-responsive genes so far reported in six crop plants, including rice, wheat, maize, barley, sorghum, pearl millet, and the model plant Arabidopsis, and reported 20 genes having high-level of GO terms related to drought, and significantly enriched in several biological and molecular function categories. These genes were found to play diverse roles, including water and fluid transport, resistance to high salt, cold, and drought stress, abscisic acid (ABA) signaling, de novo DNA methylation, and transcriptional regulation in tef and other crops. Our analysis revealed substantial differences in the conserved domains of some tef genes from well-studied rice orthologs. We further analyzed the expression of sixteen tef orthologs using quantitative RT-PCR in response to PEG-induced osmotic stress. Conclusions The findings showed differential regulation of some drought-responsive genes in shoots, roots, or both tissues. Hence, the genes identified in this study may be promising candidates for trait improvement in crops via transgenic or gene-editing technologies. – Name: TypeDocument Label: Document Type Group: TypDoc Data: article – Name: Format Label: File Description Group: SrcInfo Data: electronic resource – Name: Language Label: Language Group: Lang Data: English – Name: ISSN Label: ISSN Group: ISSN Data: 1471-2229 – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: https://doaj.org/toc/1471-2229 – Name: DOI Label: DOI Group: ID Data: 10.1186/s12870-023-04515-1 – Name: URL Label: Access URL Group: URL Data: <link linkTarget="URL" linkTerm="https://doaj.org/article/e1f3964a3d8a40ffb5ee1bb86f3f806c" linkWindow="_blank">https://doaj.org/article/e1f3964a3d8a40ffb5ee1bb86f3f806c</link> – Name: AN Label: Accession Number Group: ID Data: edsdoj.1f3964a3d8a40ffb5ee1bb86f3f806c |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12870-023-04515-1 Languages: – Text: English PhysicalDescription: Pagination: PageCount: 24 StartPage: 1 Subjects: – SubjectFull: Tef Type: general – SubjectFull: Drought stress Type: general – SubjectFull: Drought-responsive genes Type: general – SubjectFull: Functional analysis Type: general – SubjectFull: In silico analysis Type: general – SubjectFull: Underutilized crop Type: general – SubjectFull: Botany Type: general – SubjectFull: QK1-989 Type: general Titles: – TitleFull: Comprehensive in silico analysis of the underutilized crop tef (Eragrostis tef (Zucc.) Trotter) genome reveals drought tolerance signatures Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Abreham Bekele-Alemu – PersonEntity: Name: NameFull: Ayalew Ligaba-Osena IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Type: published Y: 2023 Identifiers: – Type: issn-print Value: 14712229 Numbering: – Type: volume Value: 23 – Type: issue Value: 1 Titles: – TitleFull: BMC Plant Biology Type: main |
| ResultId | 1 |