Dataset Information

Comparative Transcriptome Analysis Reveal Candidate Genes Potentially Involved in Regulation of Primocane Apex Rooting in Raspberry (Rubus spp.).

ABSTRACT: Raspberries (Rubus spp.) exhibit a unique rooting process that is initiated from the stem apex of primocane, conferring an unusual asexual mode of reproduction to this plant. However, the full complement of genes involved in this process has not been identified. To this end, the present study analyzed the transcriptomes of the Rubus primocane and floricane stem apex at three developmental stages by Digital Gene Expression profiling to identify genes that regulate rooting. Sequencing and de novo assembly yielded 26.82 Gb of nucleotides and 59,173 unigenes; 498, 7,346, 4,110, 7,900, 9,397, and 4,776 differently expressed genes were identified in paired comparisons of SAF1 (floricane at developmental stage 1) vs. SAP1 (primocane at developmental stage 1), SAF2 vs. SAP2, SAF3 vs. SAP3, SAP1 vs. SAP2, SAP1 vs. SAP3, and SAP2 vs. SAP3, respectively. SAP1 maintains an extension growth pattern; SAP2 then exhibits growth arrest and vertical (downward) gravitropic deflection; and finally, short roots begin to form on the apex of SAP3. The Kyoto Encyclopedia of Genes and Genomes enrichment analysis of SAP1 vs. SAP2 revealed 12 pathways that were activated in response to shoot growth arrest and root differentiation, including circadian rhythm-plant (ko04712) and plant hormone signal transduction (ko04075). Our results indicate that genes related to circadian rhythm, ethylene and auxin signaling, shoot growth, and root development are potentially involved in the regulation of primocane apex rooting in Rubus. These findings provide a basis for elucidating the molecular mechanisms of primocane apex rooting in this economically valuable crop.

SUBMITTER: Liu J

PROVIDER: S-EPMC5469044 | biostudies-literature | 2017

REPOSITORIES: biostudies-literature

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Comparative Transcriptome Analysis Reveal Candidate Genes Potentially Involved in Regulation of Primocane Apex Rooting in Raspberry (Rubus spp.).

Liu Jianfeng J Ming Yuetong Y Cheng Yunqing Y Zhang Yuchu Y Xing Jiyang J Sun Yuqi Y

Frontiers in plant science 20170613

Raspberries (Rubus spp.) exhibit a unique rooting process that is initiated from the stem apex of primocane, conferring an unusual asexual mode of reproduction to this plant. However, the full complement of genes involved in this process has not been identified. To this end, the present study analyzed the transcriptomes of the Rubus primocane and floricane stem apex at three developmental stages by Digital Gene Expression profiling to identify genes that regulate rooting. Sequencin ...[more]

PMID: 28659963

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Project description:Raspberry (Rubus sp.) is a berries fruit with an ongoing agricultural and commercial interest due to its high contents of flavonoids and nutrients beneficial for human health. The growing demand for raspberries is facing great challenges associated mainly with the dispersal of diseases, which produces a decrease in productivity and fruit quality. A broad range of genomic resources is available for other Rosaceae species; however, genomic resources for species of the Rubus genus are still limited. Here, we characterize the transcriptome of the Rubus idaeus (Var. Amira) in order to 1) provide clues in the transcriptional changes of R. idaeus against tomato ringspot virus (ToRSV); and 2) generate genomic resources for this economically important species. We generate more than 200 million sequencing reads from two mRNA samples of raspberry, infected and not infected by ToRSV, using Illumina technology. After de novo assembly, we obtained 68,853 predicted protein-coding sequences of which 71.3% and 61.3% were annotated using Gene Ontology and Pfam databases, respectively. Moreover, we find 2,340 genes with differential expression between raspberries infected and not infected by ToRSV. Analysis of these genes shows functional enrichments of the oxidation-reduction process, cell wall biogenesis, terpene synthase activity, and lyase activity. These genes could be involved in the raspberry immune response through the interaction of different metabolic pathways; however, this statement needs further investigations. Up-regulation of genes encoding terpene synthases, multicopper oxidases, laccases, and beta-glucosidases might suggest that these enzymes appear to be the predominant transcriptome immune response of R. idaeus against ToRSV. Furthermore, we identify thousands of molecular markers (i.e., SSRs and SNPs), increasing considerably the genomic resources currently available for raspberries. This study is the first report on investigating the transcriptional changes of R. idaeus against ToRSV.

Project description:Plants and their pathogens are engaged in continuous evolutionary battles, with pathogens evolving to circumvent plant defense mechanisms and plants responding through enhanced protection to prevent or mitigate damage induced by pathogen attack. Managed ecosystems are composed of genetically identical populations of crop plants with few changes from year to year. These environments are highly conducive to the emergence and dissemination of pathogens and they exert selective pressure for both qualitative virulence factors responsible for fungal pathogenicity, and quantitative traits linked to pathogen fitness, such as aggressiveness. In this study, we used a comparative genome-wide approach to investigate the genomic basis underlying the pathogenicity and aggressiveness of the fungal coffee pathogen Colletotrichum kahawae infecting green coffee berries. The pathogenicity was investigated by comparing genomic variation between C. kahawae and its non-pathogenic sibling species, while the aggressiveness was studied by a genome-wide association approach with groups of isolates with different phenotypic profiles. High genetic differentiation was observed between C. kahawae and the most closely related species with 5,560 diagnostic SNPs identified, in which a significant enrichment of non-synonymous mutations was detected. Functional annotation of these non-synonymous mutations revealed a significant enrichment mainly in two gene ontology categories, "oxidation-reduction process" and "integral component of membrane." Finally, the annotation of several genes potentially under-selection revealed that C. kahawae's pathogenicity may be a complex biological process, in which important biological functions, such as, detoxification and transport, regulation of host and pathogen gene expression, and signaling are involved. On the other hand, the genome-wide association analyses for aggressiveness were able to identify 10 SNPs and 15 SNPs of small effect in single and multi-association analysis, respectively, from which 7 were common, giving in total 18 SNPs potentially associated. The annotation of these genomic regions allowed the identification of four candidate genes encoding F-box domain-containing, nitrosoguanidine resistance, Fungal specific transcription factor domain-containing and C6 transcription factor that could be associated with aggressiveness. This study shed light, for the first time, on the genetic mechanisms of C. kahawae host specialization.

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Comparative Transcriptome Analysis Reveal Candidate Genes Potentially Involved in Regulation of Primocane Apex Rooting in Raspberry (Rubus spp.).

Publications

Comparative Transcriptome Analysis Reveal Candidate Genes Potentially Involved in Regulation of Primocane Apex Rooting in Raspberry (<i>Rubus</i> spp.).

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