Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing
Soybean is one of the most important oil crops in the world. Bean pyralid is a major leaf-feeding insect of soybean. In order to screen out the functional genes and regulatory pathways related to the resistance for bean pyralid larvae, the small RNA and transcriptome sequencing were performed based...
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doaj-28f56042f3e14d528257a13a81f1cfc52020-11-24T21:54:17ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-06-012012296610.3390/ijms20122966ijms20122966Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome SequencingWeiying Zeng0Zudong Sun1Zhenguang Lai2Shouzhen Yang3Huaizhu Chen4Xinghai Yang5Jiangrong Tao6Xiangmin Tang7Cash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaRice Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaCash Crops Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, ChinaSoybean is one of the most important oil crops in the world. Bean pyralid is a major leaf-feeding insect of soybean. In order to screen out the functional genes and regulatory pathways related to the resistance for bean pyralid larvae, the small RNA and transcriptome sequencing were performed based on the highly resistant material (Gantai-2-2) and highly susceptible material (Wan 82-178) of soybean. The results showed that, when comparing 48 h feeding with 0 h feeding, 55 differentially expressed miRNAs were identified in Gantai-2-2 and 58 differentially expressed miRNAs were identified in Wan82-178. When comparing Gantai-2-2 with Wan82-178, 77 differentially expressed miRNAs were identified at 0 h feeding, and 70 differentially expressed miRNAs were identified at 48 h feeding. The pathway analysis of the predicted target genes revealed that the plant hormone signal transduction, RNA transport, protein processing in the endoplasmic reticulum, zeatin biosynthesis, ubiquinone and other terpenoid-quinone biosynthesis, and isoquinoline alkaloid biosynthesis may play important roles in soybean’s defense against the stress caused by bean pyralid larvae. According to conjoint analysis of the miRNA/mRNA, a total of 20 differentially expressed miRNAs were negatively correlated with 26 differentially expressed target genes. The qRT-PCR analysis verified that the small RNA sequencing results were credible. According to the analyses of the differentially expressed miRNAs, we speculated that miRNAs are more likely to play key roles in the resistance to insects. Gma-miR156q, Gma-miR166u, Gma-miR166b, Gma-miR166j-3p, Gma-miR319d, Gma-miR394a-3p, Gma-miR396e, and so on—as well as their negatively regulated differentially expressed target genes—may be involved in the regulation of soybean resistance to bean pyralid larvae. These results laid a foundation for further in-depth research regarding the action mechanisms of insect resistance.https://www.mdpi.com/1422-0067/20/12/2966soybeanbean pyralidmiRNAtarget genes |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Weiying Zeng Zudong Sun Zhenguang Lai Shouzhen Yang Huaizhu Chen Xinghai Yang Jiangrong Tao Xiangmin Tang |
spellingShingle |
Weiying Zeng Zudong Sun Zhenguang Lai Shouzhen Yang Huaizhu Chen Xinghai Yang Jiangrong Tao Xiangmin Tang Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing International Journal of Molecular Sciences soybean bean pyralid miRNA target genes |
author_facet |
Weiying Zeng Zudong Sun Zhenguang Lai Shouzhen Yang Huaizhu Chen Xinghai Yang Jiangrong Tao Xiangmin Tang |
author_sort |
Weiying Zeng |
title |
Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing |
title_short |
Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing |
title_full |
Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing |
title_fullStr |
Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing |
title_full_unstemmed |
Determination of the MiRNAs Related to Bean Pyralid Larvae Resistance in Soybean Using Small RNA and Transcriptome Sequencing |
title_sort |
determination of the mirnas related to bean pyralid larvae resistance in soybean using small rna and transcriptome sequencing |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1422-0067 |
publishDate |
2019-06-01 |
description |
Soybean is one of the most important oil crops in the world. Bean pyralid is a major leaf-feeding insect of soybean. In order to screen out the functional genes and regulatory pathways related to the resistance for bean pyralid larvae, the small RNA and transcriptome sequencing were performed based on the highly resistant material (Gantai-2-2) and highly susceptible material (Wan 82-178) of soybean. The results showed that, when comparing 48 h feeding with 0 h feeding, 55 differentially expressed miRNAs were identified in Gantai-2-2 and 58 differentially expressed miRNAs were identified in Wan82-178. When comparing Gantai-2-2 with Wan82-178, 77 differentially expressed miRNAs were identified at 0 h feeding, and 70 differentially expressed miRNAs were identified at 48 h feeding. The pathway analysis of the predicted target genes revealed that the plant hormone signal transduction, RNA transport, protein processing in the endoplasmic reticulum, zeatin biosynthesis, ubiquinone and other terpenoid-quinone biosynthesis, and isoquinoline alkaloid biosynthesis may play important roles in soybean’s defense against the stress caused by bean pyralid larvae. According to conjoint analysis of the miRNA/mRNA, a total of 20 differentially expressed miRNAs were negatively correlated with 26 differentially expressed target genes. The qRT-PCR analysis verified that the small RNA sequencing results were credible. According to the analyses of the differentially expressed miRNAs, we speculated that miRNAs are more likely to play key roles in the resistance to insects. Gma-miR156q, Gma-miR166u, Gma-miR166b, Gma-miR166j-3p, Gma-miR319d, Gma-miR394a-3p, Gma-miR396e, and so on—as well as their negatively regulated differentially expressed target genes—may be involved in the regulation of soybean resistance to bean pyralid larvae. These results laid a foundation for further in-depth research regarding the action mechanisms of insect resistance. |
topic |
soybean bean pyralid miRNA target genes |
url |
https://www.mdpi.com/1422-0067/20/12/2966 |
work_keys_str_mv |
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