Publications of NIPGR Scientists

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Author: search.filters.author.Parida, Swarup K.Subject: search.filters.subject.QTL

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    Trans-QTL alliance of HKT1 and PHL7 modulate salinity stress tolerance and enhance crop yield endurance
    (John Wiley & Sons, 2026) Mohanty, Jitendra K.; Yadav, Antima; Narnoliya, Laxmi; Thakro, Virevol; Rathore, Deepanshi; Tripathi, Shailesh; Sinharoy, Senjuti; Agarwal, Pinky; Parida, Swarup K.
    Salinity stress can cause significant yield losses in crops because of its major impact on reproductive success. The complexity of salinity stress responses, particularly their tissue- and cell-specific regulation, continues to challenge the translation of molecular insights into tangible crop yield improvements. In the present study, the authors deployed a genomic strategy combining a genome-wide association study, regional association analysis, QTL mapping, fine mapping, and map-based cloning to delineate a pair of novel CaPHL7 and CaHKT1 alleles that regulate yield under salinity stress. The selected contrasting accessions, developed near-isogenic lines (NILs), overexpressed chickpea lines and complemented Arabidopsis lines collectively underscore the functional significance of the identified alleles in relaying yield endurance under salinity stress conditions. Functional characterisation of the genes revealed the intricate transcriptional regulation of CaHKT1 by CaPHL7, which influences the degree of salinity stress tolerance. Furthermore, in our efforts to enhance yield endurance, we discovered a novel regulatory role for the phosphorus (P) starvation-responsive gene (PHL7) in legumes, facilitating salinity stress adaptation. This study provides the first functional validation of a trans-QTL regulatory model in chickpea, where CaPHL7, located on one chromosome, transcriptionally activates CaHKT1 on a separate chromosome. The regulatory mechanism plays a key role in excluding sodium from the transpiration stream, thereby protecting reproductive processes from salinity-induced damage and mitigating yield penalties. This inter-locus regulation explains yield stability and offers useful insights that may be considered in future efforts to enhance salt resilience in chickpea.
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    Stripping off the rice panicle: induced genetic variation awakens the sheathed spikelet for a better yield
    (Oxford University Press, 2024) Mohanty, Jitendra K.; Parida, Swarup K.
    The rice panicle is the reproductive structure that contains the seeds, so a productive spikelet in a panicle contributes to increased yield. A sheathed panicle covers a signifcant portion of spikelets with the fag leaf and impairs effective pollination which subsequently compromises the yield. Through induced mutagenesis and integrated molecular breeding strategies, Ballichatla et al. (2024) uncovered the intricate regulation of complete panicle exsertion (CPE) in rice. This study also delineates a set of high-confdence novel genomic loci and superior gene alleles which have a substantial translational signifcance in rice crop improvement towards future food security.
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    Identification of a stable drought-tolerant high-yielding line for chickpea crop improvement
    (Springer Nature Publishing AG, 2025) Gupta, Santosh Kumar; Dwivedi, Vikas; Kute, Nandakumar Surendra; Francis, Philip; Parida, Swarup K.; Chattopadhyay, Debasis
    Chickpea (Cicer arietinum L.) is grown in marginal land with low input and is, therefore, drought-prone. In order to develop a drought-tolerant line, a bi-parental recombinant inbred line (RIL) mapping population was generated by inter-crossing between two varieties JGK3 (ICCV 95334) and Himchana1 (ICCX-810800) having contrasting root traits. Ninety-two genetically diverse RILs of F8 generation were selected based on their total root length to root dry weight ratio (RL/DW). The leaf relative water content of these RILs under low soil moisture did not show any strong correlation with the RL/DW. Twenty RILs having high RL/DW were evaluated for seed yield in a field under rainfed condition without any supplementary irrigation. The best performing RIL, which performed better than the check varieties, was reevaluated for a further year under rainfed condition. The genotypic constitution of this superior low soil moisture tolerant individual RIL was determined by constructing its recombination map using genome-wide SNPs obtained through genotyping-by-sequencing. The RIL possesses the superior alleles of the genomic QTL region known to govern drought tolerance in chickpea. The phenotypic and genotypic characterization of RILs in our study identified a chickpea pre-breeding line that can be used as a genetic donor for developing drought-tolerant high-yielding chickpea varieties and our results provide an evidence that total root length to root dry weight ratio can be used as a quantitative trait for assessing drought tolerance.
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    Delineation of genes for a major QTL governing heat stress tolerance in chickpea
    (Springer Nature Publishing AG, 2024) Mohanty, Jitendra K.; Thakro, Virevol; Yadav, Antima; Nayyar, Harsh; Dixit, Girish P.; Agarwal, Pinky; Parida, Swarup K.; Jha, Uday Chand
    Chickpea (Cicer arietinum) is a cool season grain legume experiencing severe yield loss during heat stress due to the intensifying climate changes and its associated gradual increase of mean temperature. Hence, understanding the genetic architecture regulating heat stress tolerance has emerged as an important trait to be addressed for enhancing yield and productivity of chickpea under heat stress. The present study is intended to identify the major genomic region(s) governing heat stress tolerance in chickpea. For this, an integrated genomics-assisted breeding strategy involving NGS-based high-resolution QTL-seq assay, QTL region-specifc association analysis and molecular haplotyping was deployed in a population of 206 mapping individuals and a diversity panel of 217 germplasm accessions of chickpea. This combinatorial strategy delineated a major 156.8 kb QTL genomic region, which was subsequently narrowed-down to a functional candidate gene CaHSFA5 and its natural alleles associated strongly with heat stress tolerance in chickpea. Superior natural alleles and haplotypes delineated from the CaHSFA5 gene have functional signifcance in regulating heat stress tolerance in chickpea. Histochemical staining, interaction studies along with diferential expression profling of CaHSFA5 and ROS scavenging genes suggest a cross talk between CaHSFA5 with ROS homeostasis pertaining to heat stress tolerance in chickpea. Heterologous gene expression followed by heat stress screening further validated the functional signifcance of CaHSFA5 for heat stress tolerance. The salient outcomes obtained here can have potential to accelerate multiple translational genomic analysis including marker-assisted breeding and gene editing in order to develop high-yielding heat stress tolerant chickpea varieties.
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    eQTL-seq: a rapid genome-wide integrative genetical genomics strategy to dissect complex regulatory architecture of gene expression underlying quantitative trait variation in crop plants
    (Springer Nature Publishing AG, 2024) Mohanty, Jitendra K.; Jha, Uday Chand; Dixit, G. P.; Bharadwaj, Chellapilla; Parida, Swarup K.
    We developed a combinatorial next generation sequencing (NGS)-based high-throughput expression QTL-seq (eQTL-seq) strategy for rapid elucidation of complex genetic architecture and regulatory pathways of gene expression underlying quantitative trait variation in crop plants. This high-resolution genome-wide integrative genetical genomics strategy assists us to delineate functionally relevant molecular tags (QTLs/eQTLs, genes, master regulators/transcription factors, and alleles) regulating vital agronomic traits in order to expedite genomics-assisted breeding and crop improvement. As a proof-of-concept, the optimized eQTL-seq-led genetical genomics approach was employed in 192 mapping individuals of an intra-specific recombinant inbred line (RIL) population (desi accession ICC 4958 x kabuli accession ICC 12968) with contrasting seed weight trait. This led to identification and mapping of high-resolution major QTLs/eQTLs associated with seed weight based on genome resequence-derived genomic SNP-index (Delta(gSNP-index)), global transcriptome sequence-based expression SNP-index (Delta(eSNP-index)), and relative gene expression (RGE)-index (Delta(RGE-index)). The eQTL-seq scaled down the major seed weight QTLs/eQTLs into the potential candidate gene(s) governing cis- and trans-regulated expression to decipher the gene regulatory modules controlling complex quantitative seed weight trait by deriving global allele-specific gene expression polymorphism in chickpea. Henceforth, the efficacy of NGS-driven integrative eQTL-seq strategy as compared to traditional QTL mapping, fine-mapping (map-based cloning), and QTL-seq approaches that are widely adopted for delineation of candidate genes underlying major QTLs was evident in chickpea. This will further accelerate quantitative dissection of regulatory architecture by decoding the molecular genetic basis of gene expression variation controlling diverse complex phenotypic trait diversity in chickpea and other crop plants as well.
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    Functional allele of a MATE gene selected during domestication modulates seed color in chickpea
    (John Wiley & Sons, 2024) Thakro, Virevol; Varshney, Nidhi; Malik, Naveen; Daware, Anurag; Srivastava, Rishi; Mohanty, Jitendra K; Basu, Udita; Narnoliya, Laxmi; Jha, Uday Chand; Tripathi, Shailesh; Tyagi, Akhilesh K.; Parida, Swarup K.
    Seed color is one of the key target traits of domestication and artificial selection in chickpeas due to its implications on consumer preference and market value. The complex seed color trait has been well dissected in several crop species; however, the genetic mechanism underlying seed color variation in chickpea remains poorly understood. Here, we employed an integrated genomics strategy involving QTL mapping, high-density mapping, map-based cloning, association analysis, and molecular haplotyping in an inter-specific RIL mapping population, association panel, wild accessions, and introgression lines (ILs) of Cicer gene pool. This delineated a MATE gene, CaMATE23, encoding a Transparent Testa (TT) and its natural allele (8-bp insertion) and haplotype underlying a major QTL governing seed color on chickpea chromosome 4. Signatures of selective sweep and a strong purifying selection reflected that CaMATE23, especially its 8-bp insertion natural allelic variant, underwent selection during chickpea domestication. Functional investigations revealed that the 8-bp insertion containing the third cis-regulatory RY-motif element in the CaMATE23 promoter is critical for enhanced binding of CaFUSCA3 transcription factor, a key regulator of seed development and flavonoid biosynthesis, thereby affecting CaMATE23 expression and proanthocyanidin (PA) accumulation in the seed coat to impart varied seed color in chickpea. Consequently, overexpression of CaMATE23 in Arabidopsis tt12 mutant partially restored the seed color phenotype to brown pigmentation, ascertaining its functional role in PA accumulation in the seed coat. These findings shed new light on the seed color regulation and evolutionary history, and highlight the transcriptional regulation of CaMATE23 by CaFUSCA3 in modulating seed color in chickpea. The functionally relevant InDel variation, natural allele, and haplotype from CaMATE23 are vital for translational genomic research, including marker-assisted breeding, for developing chickpea cultivars with desirable seed color that appeal to consumers and meet global market demand.
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    Natural alleles of Mediator subunit genes modulate plant height in chickpea
    (John Wiley & Sons, 2023) Malik, Naveen; Basu, Udita; Srivastava, Rishi; Daware, Anurag; Ranjan, Rajeev; Sharma, Akash; Thakro, Virevol; Mohanty, Jitendra K.; Jha, Uday Chand; Tripathi, Shailesh; Tyagi, Akhilesh K.; Parida, Swarup K.
    Plant height (PH) is an important plant architectural trait targeted during Green Revolution to enhance crop yields. Identification of genes and natural alleles governing plant height without compromising agronomic performance can fill the lacuna of knowledge connecting ideal plant architecture with maximum achievable yield in chickpea. Through coherent strategy involving genome-wide association study, QTL/fine mapping, map-based cloning, molecular haplotyping, and downstream functional genomics, the current study identified two Mediator subunit genes namely, CaMED23 and CaMED5b and their derived natural alleles/haplotypes underlying the major QTLs and trans-acting eQTLs regulating plant height in chickpea. Differential accumulation of haplotype-specific transcripts of these two Mediator genes in corresponding haplotype-introgressed near-isogenic lines (NILs) correlates negatively with the plant height trait. Quantitative as well as qualitative estimation based on histology, scanning electron microscopy, and histochemical assay unraveled the reduced lengths and cell sizes of internodes along with compromised lignin levels in dwarf/semi-dwarf chickpea NILs introgressed with superior CaMED23 and CaMED5b gene haplotypes. This observation, supported by global transcriptome profiling-based diminished expression of various phenylpropanoid pathway genes upstream of lignin biosynthesis in dwarf/semi-dwarf NILs, essentially links plant height with lignin accumulation. The identified molecular signatures in the Mediator subunit genes can be efficiently utilized to develop desirable dwarf/semi-dwarf-type chickpea cultivars without affecting their yield per plant via modulating lignin/phenylpropanoid biosynthesis.
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    The chickpea WIP2 gene underlying a major QTL contributes to lateral root development
    (Oxford University Press, 2024) Dwivedi, Vikas; Pal, Lalita; Singh, Shilpi; Singh, Nagendra Pratap; Parida, Swarup K.; Chattopadhyay, Debasis
    Lateral root is a major component of root system architecture and lateral root count (LRC) positively contributes to yield under drought in chickpea. To understand the genetic regulation of LRC, a biparental mapping population derived from two chickpea accessions having contrasting LRC was genotyped by sequencing and phenotyped to map four major quantitative trait loci (QTLs) contributing to 13 to 32% of the LRC trait variation. A SNP tightly linked to the locus contributing to highest trait variation was located on the coding region of a gene (CaWIP2) orthologous to WIP2 gene of Arabidopsis thaliana. A polymorphic simple sequence repeat (SSR) in the CaWIP2 promoter showed differentiation between low vs. high LRC parents and mapping individuals suggesting its utility for marker-assisted selection. CaWIP2 promoter showed strong activities in chickpea apical root meristem and lateral root primordia. Expression of CaWIP2 under its native promoter in Arabidopsis wip2wip4wip5 mutant rescued its root-less phenotype to produce more lateral root than the wild type plants and led to formation of amyloplasts in the columella. CaWIP2 expression also induced expression of genes that regulate lateral root emergence. Our study identified a gene-based marker for LRC which will be useful to develop drought tolerant high-yielding chickpea.
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    A superior gene allele involved in abscisic acid signaling enhances drought tolerance and yield in chickpea
    (Oxford University Press, 2023) Thakro, Virevol; Malik, Naveen; Basu, Udita; Srivastava, Rishi; Narnoliya, Laxmi; Daware, Anurag; Varshney, Nidhi; Mohanty, Jitendra K; Bajaj, Deepak; Dwivedi, Vikas; Tripathi, Shailesh; Jha, Uday Chand; Dixit, Girish Prasad; Singh, Ashok K; Tyagi, Akhilesh K.; Upadhyaya, Hari D; Parida, Swarup K.
    Identifying potential molecular tags for drought tolerance is essential for achieving higher crop productivity under drought stress. We employed an integrated genomics-assisted breeding and functional genomics strategy involving association mapping, fine mapping, map-based cloning, molecular haplotyping and transcript profiling in the introgression lines (ILs)- and near isogenic lines (NILs)-based association panel and mapping population of chickpea (Cicer arietinum). This combinatorial approach delineated a bHLH (basic helix-loop-helix) transcription factor, CabHLH10 (Cicer arietinum bHLH10) underlying a major QTL, along with its derived natural alleles/haplotypes governing yield traits under drought stress in chickpea. CabHLH10 binds to a cis-regulatory G-box promoter element to modulate the expression of RD22 (responsive to desiccation 22), a drought/ABA-responsive gene (via a trans-expression QTL), and two strong yield-enhancement photosynthetic efficiency (PE) genes. This, in turn, upregulates other downstream drought-responsive and abscisic acid signaling genes, as well as yield-enhancing PE genes, thus increasing plant adaptation to drought with reduced yield penalty. We showed that a superior allele of CabHLH10 introgressed into the NILs improved root and shoot biomass and PE, thereby enhancing yield and productivity during drought without compromising agronomic performance. Furthermore, overexpression of CabHLH10 in chickpea and Arabidopsis (Arabidopsis thaliana) conferred enhanced drought tolerance by improving root and shoot agro-morphological traits. These findings facilitate translational genomics for crop improvement and the development of genetically-tailored, climate-resilient, high-yielding chickpea cultivars.
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    Ensuring global food security by improving protein content in major grain legumes using breeding and 'Omics' tools
    (MDPI AG, 2022) Jha, Uday C.; Nayyar, Harsh; Parida, Swarup K.; Deshmukh, Rupesh; von Wettberg, Eric J. B.; Siddique, Kadambot H. M.
    Grain legumes are a rich source of dietary protein for millions of people globally and thus a key driver for securing global food security. Legume plant-based 'dietary protein' biofortification is an economic strategy for alleviating the menace of rising malnutrition-related problems and hidden hunger. Malnutrition from protein deficiency is predominant in human populations with an insufficient daily intake of animal protein/dietary protein due to economic limitations, especially in developing countries. Therefore, enhancing grain legume protein content will help eradicate protein-related malnutrition problems in low-income and underprivileged countries. Here, we review the exploitable genetic variability for grain protein content in various major grain legumes for improving the protein content of high-yielding, low-protein genotypes. We highlight classical genetics-based inheritance of protein content in various legumes and discuss advances in molecular marker technology that have enabled us to underpin various quantitative trait loci controlling seed protein content (SPC) in biparental-based mapping populations and genome-wide association studies. We also review the progress of functional genomics in deciphering the underlying candidate gene(s) controlling SPC in various grain legumes and the role of proteomics and metabolomics in shedding light on the accumulation of various novel proteins and metabolites in high-protein legume genotypes. Lastly, we detail the scope of genomic selection, high-throughput phenotyping, emerging genome editing tools, and speed breeding protocols for enhancing SPC in grain legumes to achieve legume-based dietary protein security and thus reduce the global hunger risk.