scholarly journals Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia)

2020 ◽  
Author(s):  
Shan Feng ◽  
Hongcheng Fang ◽  
Xia Liu ◽  
Yuhui Dong ◽  
Qingpeng Wang ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Colletotrichum Gloeosporioides ◽  
Juglans Regia ◽  
Bioinformatic Analysis ◽  
Genome Wide ◽  
Phenylpropanoid Biosynthesis ◽  
Non Coding Rnas

Abstract Background: Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance , the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood.Results: The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4-23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 and F423 fruit bracts to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14525 DELs were identified, including 10645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data.Conclusions: The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.

scholarly journals Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia)

2020 ◽  
Author(s):  
Shan Feng ◽  
Hongcheng Fang ◽  
Xia Liu ◽  
Yuhui Dong ◽  
Qingpeng Wang ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Colletotrichum Gloeosporioides ◽  
Juglans Regia ◽  
Bioinformatic Analysis ◽  
Genome Wide ◽  
Phenylpropanoid Biosynthesis ◽  
Non Coding Rnas

Abstract Background: Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance , the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood.Results: The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4-23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 and F423 fruit bracts to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14525 DELs were identified, including 10645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data.Conclusions: The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.

scholarly journals Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia)

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Shan Feng ◽  
Hongcheng Fang ◽  
Xia Liu ◽  
Yuhui Dong ◽  
Qingpeng Wang ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Colletotrichum Gloeosporioides ◽  
Juglans Regia ◽  
Bioinformatic Analysis ◽  
Genome Wide ◽  
Phenylpropanoid Biosynthesis ◽  
Non Coding Rnas

Abstract Background Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance, the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood. Results The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4–23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 and F423 fruit bracts to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14,525 DELs were identified, including 10,645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data. Conclusions The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.

scholarly journals Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia)

2020 ◽  
Author(s):  
Shan Feng ◽  
Hongcheng Fang ◽  
Xia Liu ◽  
Yuhui Dong ◽  
Qingpeng Wang ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Colletotrichum Gloeosporioides ◽  
Juglans Regia ◽  
Bioinformatic Analysis ◽  
Genome Wide ◽  
Phenylpropanoid Biosynthesis ◽  
Non Coding Rnas

Abstract Background: Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance , the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood.Results: The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4-23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 fruit bracts and F423 to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14525 DELs were identified, including 10645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data.Conclusions: The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.

scholarly journals Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia)

2020 ◽  
Author(s):  
Shan Feng ◽  
Hongcheng Fang ◽  
Xia Liu ◽  
Yuhui Dong ◽  
Ke Qiang Yang
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Colletotrichum Gloeosporioides ◽  
Juglans Regia ◽  
Bioinformatic Analysis ◽  
Genome Wide ◽  
Phenylpropanoid Biosynthesis ◽  
Non Coding Rnas

Abstract Background Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance, the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood. Results The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4–23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 fruit bracts and F423 to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14525 DELs were identified, including 10645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data. Conclusions The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.

scholarly journals Identification of microRNA-like RNAs from Trichoderma asperellum DQ-1 during its interaction with tomato roots using bioinformatic analysis and high-throughput sequencing

PLoS ONE ◽  
2021 ◽  
Vol 16 (7) ◽  
pp. e0254808
Author(s):  
Weiwei Wang ◽  
Fengtao Zhang ◽  
Jia Cui ◽  
Di Chen ◽  
Zhen Liu ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Plant Growth ◽  
Plant Disease Resistance ◽  
High Throughput Sequencing ◽  
Target Genes ◽  
Illumina Hiseq ◽  
Stem Loop ◽  
Sequencing Platform ◽  
Srna Library ◽  
Tomato Roots

MicroRNA-like small RNAs (milRNAs) and their regulatory roles in the interaction between plant and fungus have recently aroused keen interest of plant pathologists. Trichoderma spp., one of the widespread biocontrol fungi, can promote plant growth and induce plant disease resistance. To investigate milRNAs potentially involved in the interaction between Trichoderma and tomato roots, a small RNA (sRNA) library expressed during the interaction of T. asperellum DQ-1 and tomato roots was constructed and sequenced using the Illumina HiSeqTM 2500 sequencing platform. From 13,464,142 sRNA reads, we identified 21 milRNA candidates that were similar to other known microRNAs in the miRBase database and 22 novel milRNA candidates that possessed a stable microRNA precursor hairpin structure. Among them, three milRNA candidates showed different expression level in the interaction according to the result of stem-loop RT-PCR indicating that these milRNAs may play a distinct regulatory role in the interaction between Trichoderma and tomato roots. The potential transboundary milRNAs from T. asperellum and their target genes in tomato were predicted by bioinformatics analysis. The results revealed that several interesting proteins involved in plant growth and development, disease resistance, seed maturation, and osmotic stress signal transduction might be regulated by the transboundary milRNAs. To our knowledge, this is the first report of milRNAs taking part in the process of interaction of T. asperellum and tomato roots and associated with plant promotion and disease resistance. The results might be useful to unravel the mechanism of interaction between Trichoderma and tomato.

scholarly journals Efficient CRISPR/Cas9 genome editing in a salmonid fish cell line using a lentivirus delivery system

2019 ◽  
Author(s):  
Remi L. Gratacap ◽  
Tim Regan ◽  
Carola E. Dehler ◽  
Samuel A.M. Martin ◽  
Pierre Boudinot ◽  
...  
Keyword(s):  
Disease Resistance ◽  
Cell Line ◽  
Genome Editing ◽  
Target Genes ◽  
High Efficiency ◽  
Genetic Resistance ◽  
Model Organisms ◽  
Fish Cell ◽  
Genome Wide ◽  
Lentivirus Transduction

1AbstractGenome editing is transforming bioscience research, but its application to non-model organisms, such as farmed animal species, requires optimisation. Salmonids are the most important aquaculture species by value, and improving genetic resistance to infectious disease is a major goal. However, use of genome editing to evaluate putative disease resistance genes in cell lines, and the use of genome-wide CRISPR screens is currently limited by a lack of available tools and techniques. In the current study, an optimised protocol using lentivirus transduction for efficient integration of constructs into the genome of a Chinook salmon (Oncorhynchus tshwaytcha) cell line (CHSE-214) was developed. As proof-of-principle, two target genes were edited with high efficiency in an EGFP-Cas9 stable CHSE cell line; specifically, the exogenous, integrated EGFP and the endogenous RIG-I locus. Finally, the effective use of antibiotic selection to enrich the successfully edited targeted population was demonstrated. The optimised lentiviral-mediated CRISPR method reported here increases possibilities for efficient genome editing in salmonid cells, in particular for future applications of genome-wide CRISPR screens for disease resistance.

Elevation of MicroRNA-126 Levels in Intracranial Aneurysm and Bioinformatic Analysis of Potential Molecular Mechanisms

2021 ◽  
Vol 11 (4) ◽  
pp. 573-579
Author(s):  
Pan Huang ◽  
Min Xu ◽  
Xiao-Ying He
Keyword(s):  
Intracranial Aneurysm ◽  
Peripheral Blood ◽  
Target Gene ◽  
Molecular Mechanisms ◽  
Target Genes ◽  
Kegg Pathway ◽  
Bioinformatic Analysis ◽  
Control Group ◽  
Potential Target ◽  
Fas Signaling

The study is to investigation of microRNA-126 levels in patients with intracranial aneurysm and bioinformatic analysis of the molecular mechanisms involved. A total of 166 patients with ICA who were hospitalized or examined in our hospital from September 2015 to December 2017 were used as the experimental group (ICA group). This group included 120 patients with unruptured intracranial aneurysm (UICA; UICA group) and 46 patients with ruptured intracranial aneurysm (RICA); RICA group). The UICA group was further subdivided into 42 surgical groups (S group) and 78 nonsurgical groups (NS group). Sixty-three normal people without intracranial aneurysms were selected as the control group. RT-PCR was used to quantitatively detect the relative expression of microRNA- 126 in peripheral blood mononuclear cells at the time of admission and immediately after surgery. The UCSC database was used to analyze the gene locus and homology of microRNA-126. The TargetScan database and CoMeTa database were used to predict the potential target genes of microRNA-126. The DAVID database was used to enrich the function of potential target genes of microRNA-126 (GO enrichment) and KEGG pathway enrichment for analysis. The expression level of microRNA-126 in peripheral blood was significantly higher in the ICA group than in the control group (P <0.01), significantly higher in the RICA group than in the UICA group (P <0.05). Expression was also higher in the NS group than in the S group but the difference was nonsignificant (P >0.05). A total of 15 potential target genes including ITGA6, CRK, PCDH7, and ADAM9 were identified through the target gene prediction software and GO analysis and KEGG pathway analysis showed that the function of the microRNA-126 target gene was mainly focused on protein binding and the FAS signaling pathway. In Conclusion the microRNA-126 is up-regulated in ICA patients and affects ICA by regulating multiple target genes in the FAS signaling pathway.

scholarly journals Import of Non-Coding RNAs into Human Mitochondria: A Critical Review and Emerging Approaches

Cells ◽  
2019 ◽  
Vol 8 (3) ◽  
pp. 286 ◽  
Author(s):  
Damien Jeandard ◽  
Anna Smirnova ◽  
Ivan Tarassov ◽  
Eric Barrey ◽  
Alexandre Smirnov ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Nuclear Genome ◽  
Genetic System ◽  
Mitochondrial Import ◽  
In Situ Techniques ◽  
Genome Wide ◽  
Experimental Approaches ◽  
Non Coding Rnas ◽  
Analyze Data

Mitochondria harbor their own genetic system, yet critically depend on the import of a number of nuclear-encoded macromolecules to ensure their expression. In all eukaryotes, selected non-coding RNAs produced from the nuclear genome are partially redirected into the mitochondria, where they participate in gene expression. Therefore, the mitochondrial RNome represents an intricate mixture of the intrinsic transcriptome and the extrinsic RNA importome. In this review, we summarize and critically analyze data on the nuclear-encoded transcripts detected in human mitochondria and outline the proposed molecular mechanisms of their mitochondrial import. Special attention is given to the various experimental approaches used to study the mitochondrial RNome, including some recently developed genome-wide and in situ techniques.

scholarly journals Genome-Wide Identification and Characterization of Long Non-Coding RNAs in Peanut

Genes ◽  
2019 ◽  
Vol 10 (7) ◽  
pp. 536 ◽  
Author(s):  
Xiaobo Zhao ◽  
Liming Gan ◽  
Caixia Yan ◽  
Chunjuan Li ◽  
Quanxi Sun ◽  
...  
Keyword(s):  
Large Scale ◽  
Target Genes ◽  
Sequencing Data ◽  
Regulatory Processes ◽  
Genome Wide ◽  
Non Coding Rnas ◽  
Identification And Characterization ◽  
Lower Expression ◽  
Weighted Correlation

Long non-coding RNAs (lncRNAs) are involved in various regulatory processes although they do not encode protein. Presently, there is little information regarding the identification of lncRNAs in peanut (Arachis hypogaea Linn.). In this study, 50,873 lncRNAs of peanut were identified from large-scale published RNA sequencing data that belonged to 124 samples involving 15 different tissues. The average lengths of lncRNA and mRNA were 4335 bp and 954 bp, respectively. Compared to the mRNAs, the lncRNAs were shorter, with fewer exons and lower expression levels. The 4713 co-expression lncRNAs (expressed in all samples) were used to construct co-expression networks by using the weighted correlation network analysis (WGCNA). LncRNAs correlating with the growth and development of different peanut tissues were obtained, and target genes for 386 hub lncRNAs of all lncRNAs co-expressions were predicted. Taken together, these findings can provide a comprehensive identification of lncRNAs in peanut.

scholarly journals Update on Cuticular Wax Biosynthesis and Its Roles in Plant Disease Resistance

2020 ◽  
Vol 21 (15) ◽  
pp. 5514
Author(s):  
Xiaoyu Wang ◽  
Lingyao Kong ◽  
Pengfei Zhi ◽  
Cheng Chang
Keyword(s):  
Disease Resistance ◽  
Plant Disease Resistance ◽  
Plant Disease ◽  
Molecular Mechanisms ◽  
Higher Plants ◽  
Defense Responses ◽  
Cuticular Wax ◽  
Cuticular Waxes ◽  
Infection Processes ◽  
Plant Pathogen Interactions

The aerial surface of higher plants is covered by a hydrophobic layer of cuticular waxes to protect plant tissues against enormous environmental challenges including the infection of various pathogens. As the first contact site between plants and pathogens, the layer of cuticular waxes could function as a plant physical barrier that limits the entry of pathogens, acts as a reservoir of signals to trigger plant defense responses, and even gives cues exploited by pathogens to initiate their infection processes. Past decades have seen unprecedented proceedings in understanding the molecular mechanisms underlying the biosynthesis of plant cuticular waxes and their functions regulating plant–pathogen interactions. In this review, we summarized the recent progress in the molecular biology of cuticular wax biosynthesis and highlighted its multiple roles in plant disease resistance against bacterial, fungal, and insect pathogens.

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