Publications of NIPGR Scientists

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Author: search.filters.author.Garg, RohiniSubject: search.filters.subject.Plant molecular biology

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    Genome-wide identification and co-expression network analysis provide insights into the roles of auxin response factor gene family in chickpea
    (Nature Publishing Group, 2017) Singh, Vikash K.; Rajkumar, Mohan Singh; Garg, Rohini; Jain, Mukesh
    Auxin response factors (ARFs) are the transcription factors that regulate auxin responses in various aspects of plant growth and development. Although genome-wide analysis of ARF gene family has been done in some species, no information is available regarding ARF genes in chickpea. In this study, we identified 28 ARF genes (CaARF) in the chickpea genome. Phylogenetic analysis revealed that CaARFs can be divided into four different groups. Duplication analysis revealed that 50% of CaARF genes arose from duplication events. We analyzed expression pattern of CaARFs in various developmental stages. CaARF16.3, CaARF17.1 and CaARF17.2 showed highest expression at initial stages of flower bud development, while CaARF6.2 had higher expression at later stages of flower development. Further, CaARF4.2, CaARF9.2, CaARF16.2 and CaARF7.1 exhibited differential expression under different abiotic stress conditions, suggesting their role in abiotic stress responses. Co-expression network analysis among CaARF, CaIAA and CaGH3 genes enabled us to recognize components involved in the regulatory network associated with CaARFs. Further, we identified microRNAs that target CaARFs and TAS3 locus that trigger production of trans-acting siRNAs targeting CaARFs. The analyses presented here provide comprehensive information on ARF family members and will help in elucidating their exact function in chickpea.
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    Genome-wide analysis of long intergenic non-coding RNAs in chickpea and their potential role in flower development
    (Nature Publishing Group, 2016) Khemka, Niraj; Singh, Vikash Kumar; Garg, Rohini; Jain, Mukesh
    Non-coding RNAs constitute a major portion of the transcriptome in most of eukaryotes. Long non-coding transcripts originating from the DNA segment present between the protein coding genes are termed as long intergenic non-coding RNAs (lincRNAs). Several evidences suggest the role of lincRNAs in regulation of various biological processes. In this study, we identified a total of 2248 lincRNAs in chickpea using RNA-seq data from eight successive stages of flower development and three vegetative tissues via an optimized pipeline. Different characteristic features of lincRNAs were studied and compared with those of predicted mRNAs in chickpea. Further, we utilized a method using network propagation algorithm to reveal the putative function of lincRNAs in plants. In total, at least 79% of the identified chickpea lincRNAs were assigned with a putative function. A comprehensive expression profiling revealed differential expression patterns and tissue specificity of lincRNAs in different stages of flower development in chickpea. In addition, potential lincRNAs-miRNA interactions were explored for the predicted lincRNAs in chickpea. These findings will pave the way for understanding the role of lincRNAs in the regulatory mechanism underlying flower development in chickpea and other legumes.
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    Genome-wide discovery of G-quadruplex forming sequences and their functional relevance in plants
    (Nature Publishing Group, 2016) Garg, Rohini; Aggarwal, Jyoti; Thakkar, Bijal
    DNA, in addition to the canonical B-form, can acquire a variety of alternate structures, such as G-quadruplexes. These structures have been implicated in several cellular processes in animals. In this study, we identified different types of G-quadruplex forming sequences (GQSes) in 15 sequenced plants and analyzed their distribution in various genomic features, including gene body, coding, intergenic and promoter regions. G2-type GQSes were most abundant in all the plant species analyzed. A strong association of G3-type GQSes with intergenic, promoter and intronic regions was found. However, G2-type GQSes were enriched in genic, CDS, exonic and untranslated regions. Further, we identified GQSes present in the conserved genes among monocots and dicots. The genes involved in development, cell growth and size, transmembrane transporter, and regulation of gene expression were found to be significantly enriched. In the promoter region, we detected strong co-occurrence of Telobox, ERF, MYB, RAV1B and E2F motifs with GQSes. Further, we validated the structure formation of several plant GQSes, demonstrated their effect on stalling in-vitro replication and revealed their interaction with plant nuclear proteins. Our data provide insights into the prevalence of GQSes in plants, establish their association with different genomic features and functional relevance.
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    De novo transcriptome assembly and comprehensive expression profiling in Crocus sativus to gain insights into apocarotenoid biosynthesis
    (Nature Publishing Group, 2016) Jain, Mukesh; Srivastava, Prabhakar Lal; Verma, Mohit; Ghangal, Rajesh; Garg, Rohini
    Saffron (Crocus sativus L.) is commonly known as world’s most expensive spice with rich source of apocarotenoids and possesses magnificent medicinal properties. To understand the molecular basis of apocarotenoid biosynthesis/accumulation, we performed transcriptome sequencing from five different tissues/organs of C. sativus using Illumina platform. After comprehensive optimization of de novo transcriptome assembly, a total of 105, 269 unique transcripts (average length of 1047bp and N50 length of 1404bp) were obtained from 206 million high-quality paired-end reads. Functional annotation led to the identification of many genes involved in various biological processes and molecular functions. In total, 54% of C. sativus transcripts could be functionally annotated using public databases. Transcriptome analysis of C. sativus revealed the presence of 16721 SSRs and 3819 transcription factor encoding transcripts. Differential expression analysis revealed preferential/specific expression of many transcripts involved in apocarotenoid biosynthesis in stigma. We have revealed the differential expression of transcripts encoding for transcription factors (MYB, MYB related, WRKY, C2C2-YABBY and bHLH) involved in secondary metabolism. Overall, these results will pave the way for understanding the molecular basis of apocarotenoid biosynthesis and other aspects of stigma development in C. sativus.