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Mbe JO, Dzidzienyo DK, Abah SP, Njoku DN, Onyeka J, Tongoona P, Egesi C. Novel SNP markers and other stress-related genomic regions associated with nitrogen use efficiency in cassava. FRONTIERS IN PLANT SCIENCE 2024; 15:1376520. [PMID: 38638347 PMCID: PMC11024350 DOI: 10.3389/fpls.2024.1376520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 03/15/2024] [Indexed: 04/20/2024]
Abstract
Cassava productivity is constrained by low soil nitrogen, which is predominant in most cassava-growing regions in the tropics and subtropical agroecology. Improving the low nitrogen tolerance of cassava has become an important breeding objective. The current study aimed to develop cassava varieties with improved nitrogen use efficiency by identifying genomic regions and candidate genes linked to nitrogen use efficiency in cassava. A genome-wide association study (GWAS) was performed using the Genome Association and Prediction Integrated Tool (GAPIT). A panel of 265 diverse cassava genotypes was phenotyped for 10 physiological and agronomic traits under optimum and low-nitrogen regimes. Whole-genome genotyping of these cassava cloneswas performed using the Diversity Arrays Technology (DArTseq) sequencing platform. A total of 68,814 single nucleotide polymorphisms (SNPs) were identified, which were spread across the entire 18 chromosomes of the cassava genome, of which 52 SNPs at various densities were found to be associated with nitrogen use efficiency in cassava and other yield-related traits. The putative genes identified through GWAS, especially those with significant associated SNP markers for NUE and related traits have the potential, if deployed appropriately, to develop cassava varieties with improved nitrogen use efficiency, which would translate to a reduction in the economic and environmental cost of cassava production.
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Affiliation(s)
- Joseph Okpani Mbe
- Cassava Research Program, National Root Crops Research Institute (NRCRI), Umudike, Nigeria
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Daniel Kwadjo Dzidzienyo
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
- Biotechnology Centre, College of Basic and Applied Sciences, University of Ghana, Accra, Ghana
| | - Simon Peter Abah
- Cassava Research Program, National Root Crops Research Institute (NRCRI), Umudike, Nigeria
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Damian Ndubuisi Njoku
- Cassava Research Program, National Root Crops Research Institute (NRCRI), Umudike, Nigeria
| | - Joseph Onyeka
- Cassava Research Program, National Root Crops Research Institute (NRCRI), Umudike, Nigeria
| | - Pangirayi Tongoona
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Chiedozie Egesi
- Cassava Research Program, National Root Crops Research Institute (NRCRI), Umudike, Nigeria
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States
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Zinta R, Tiwari JK, Buckseth T, Thakur K, Goutam U, Kumar D, Challam C, Bhatia N, Poonia AK, Naik S, Singh RK, Thakur AK, Dalamu D, Luthra SK, Kumar V, Kumar M. Root system architecture for abiotic stress tolerance in potato: Lessons from plants. FRONTIERS IN PLANT SCIENCE 2022; 13:926214. [PMID: 36212284 PMCID: PMC9539750 DOI: 10.3389/fpls.2022.926214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/25/2022] [Indexed: 06/16/2023]
Abstract
The root is an important plant organ, which uptakes nutrients and water from the soil, and provides anchorage for the plant. Abiotic stresses like heat, drought, nutrients, salinity, and cold are the major problems of potato cultivation. Substantial research advances have been achieved in cereals and model plants on root system architecture (RSA), and so root ideotype (e.g., maize) have been developed for efficient nutrient capture to enhance nutrient use efficiency along with genes regulating root architecture in plants. However, limited work is available on potatoes, with a few illustrations on root morphology in drought and nitrogen stress. The role of root architecture in potatoes has been investigated to some extent under heat, drought, and nitrogen stresses. Hence, this mini-review aims to update knowledge and prospects of strengthening RSA research by applying multi-disciplinary physiological, biochemical, and molecular approaches to abiotic stress tolerance to potatoes with lessons learned from model plants, cereals, and other plants.
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Affiliation(s)
- Rasna Zinta
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
- Lovely Professional University, Phagwada, Punjab, India
| | - Jagesh Kumar Tiwari
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Tanuja Buckseth
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Kanika Thakur
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Umesh Goutam
- Lovely Professional University, Phagwada, Punjab, India
| | - Devendra Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Regional Station, Meerut, India
| | - Clarissa Challam
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Regional Station, Shillong, India
| | - Nisha Bhatia
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
- School of Biotechnology, Shoolini University, Solan, Himachal Pradesh, India
| | - Anuj K. Poonia
- School of Biotechnology, Shoolini University, Solan, Himachal Pradesh, India
| | - Sharmistha Naik
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
- Indian Council of Agricultural Research (ICAR)-National Research Centre for Grapes, Pune, Maharashtra, India
| | - Rajesh K. Singh
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Ajay K. Thakur
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Dalamu Dalamu
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Satish K. Luthra
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Regional Station, Meerut, India
| | - Vinod Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Manoj Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Regional Station, Meerut, India
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Javed T, I I, Singhal RK, Shabbir R, Shah AN, Kumar P, Jinger D, Dharmappa PM, Shad MA, Saha D, Anuragi H, Adamski R, Siuta D. Recent Advances in Agronomic and Physio-Molecular Approaches for Improving Nitrogen Use Efficiency in Crop Plants. FRONTIERS IN PLANT SCIENCE 2022; 13:877544. [PMID: 35574130 PMCID: PMC9106419 DOI: 10.3389/fpls.2022.877544] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 03/11/2022] [Indexed: 05/05/2023]
Abstract
The efficiency with which plants use nutrients to create biomass and/or grain is determined by the interaction of environmental and plant intrinsic factors. The major macronutrients, especially nitrogen (N), limit plant growth and development (1.5-2% of dry biomass) and have a direct impact on global food supply, fertilizer demand, and concern with environmental health. In the present time, the global consumption of N fertilizer is nearly 120 MT (million tons), and the N efficiency ranges from 25 to 50% of applied N. The dynamic range of ideal internal N concentrations is extremely large, necessitating stringent management to ensure that its requirements are met across various categories of developmental and environmental situations. Furthermore, approximately 60 percent of arable land is mineral deficient and/or mineral toxic around the world. The use of chemical fertilizers adds to the cost of production for the farmers and also increases environmental pollution. Therefore, the present study focused on the advancement in fertilizer approaches, comprising the use of biochar, zeolite, and customized nano and bio-fertilizers which had shown to be effective in improving nitrogen use efficiency (NUE) with lower soil degradation. Consequently, adopting precision farming, crop modeling, and the use of remote sensing technologies such as chlorophyll meters, leaf color charts, etc. assist in reducing the application of N fertilizer. This study also discussed the role of crucial plant attributes such as root structure architecture in improving the uptake and transport of N efficiency. The crosstalk of N with other soil nutrients plays a crucial role in nutrient homeostasis, which is also discussed thoroughly in this analysis. At the end, this review highlights the more efficient and accurate molecular strategies and techniques such as N transporters, transgenes, and omics, which are opening up intriguing possibilities for the detailed investigation of the molecular components that contribute to nitrogen utilization efficiency, thus expanding our knowledge of plant nutrition for future global food security.
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Affiliation(s)
- Talha Javed
- College of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, China
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Indu I
- Indian Council of Agricultural Research (ICAR)-Indian Grassland and Fodder Research Institute, Jhansi, India
| | - Rajesh Kumar Singhal
- Indian Council of Agricultural Research (ICAR)-Indian Grassland and Fodder Research Institute, Jhansi, India
| | - Rubab Shabbir
- College of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, China
- Department of Plant Breeding and Genetics, Seed Science and Technology, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Adnan Noor Shah
- Department of Agricultural Engineering, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan
| | - Pawan Kumar
- Indian Council of Agricultural Research (ICAR)-Central Institute for Arid Horticulture, Bikaner, India
| | - Dinesh Jinger
- Research Centre, Indian Council of Agricultural Research (ICAR)-Indian Institute of Soil and Water Conservation, Anand, India
| | - Prathibha M. Dharmappa
- Indian Council of Agricultural Research (ICAR)-Indian Institute of Horticultural Research, Bengaluru, India
| | - Munsif Ali Shad
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene, Hubei Hongshan Laboratory, Wuhan, China
| | - Debanjana Saha
- Centurion University of Technology and Management, Jatni, India
| | - Hirdayesh Anuragi
- Indian Council of Agricultural Research (ICAR)- Central Agroforestry Research Institute, Jhansi, India
| | - Robert Adamski
- Faculty of Process and Environmental Engineering, Łódź University of Technology, Łódź, Poland
| | - Dorota Siuta
- Faculty of Process and Environmental Engineering, Łódź University of Technology, Łódź, Poland
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Sha S, Zhao X, Li Y, Li C, Zhu L, Wang Y, Gao Q. Nutrient expert system optimizes fertilizer management to improve potato productivity and tuber quality. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2022; 102:1233-1244. [PMID: 34355399 DOI: 10.1002/jsfa.11461] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 07/23/2021] [Accepted: 08/05/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Improving potato productivity and quality plays an important role in enhancing global food security and human health. However, inappropriate fertilizer management negatively affects potato growth and tuber development, especially in developing countries where there are large numbers of smallholders without modern soil testing equipment. Nutrient Expert (NE), a new and convenient fertilization decision system, was evaluated in the present study by conducting four site-years field experiments in Northeast China, aiming to determine its effectiveness and applicability for potato production relative to local farmers' practice (FP) and fertilizer recommendation based on soil testing (ST). RESULTS The excessive fertilization at planting promoted seedling growth for potato plants in FP. Nevertheless, superior plant growth and tuber development were observed in NE at the middle and later growing stages, by optimizing fertilizer input and implementing split fertilization. Overall, compared to FP, the NE system increased total and marketable tuber yields by 12-15% and 16-26%, respectively, at the same time as obtaining 19-31% higher net returns and enhanced fertilizer use efficiencies. Moreover, NE improved tuber quality by increasing the contents of starch, soluble protein and vitamin C and decreasing reducing sugar content relative to FP, as well as increasing starch yields by 23-52%. The ST method also showed comprehensive improvements in potato performances compared to FP, although it did not show any advantages compared to NE system. CONCLUSION The NE system improved potato productivity and tuber quality by optimizing fertilization management, which is an effective and promising alternative to the ST method for potato production in China and other developing countries. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Shanyi Sha
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Xiaohui Zhao
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Yuxi Li
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Chunlin Li
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Lin Zhu
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Yin Wang
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
| | - Qiang Gao
- Key Laboratory of Sustainable Utilization of Soil Resources in the Commodity Grain Bases in Jilin Province/College of Resources and Environmental Sciences, Jilin Agricultural University, Changchun, China
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Jeyasri R, Muthuramalingam P, Satish L, Pandian SK, Chen JT, Ahmar S, Wang X, Mora-Poblete F, Ramesh M. An Overview of Abiotic Stress in Cereal Crops: Negative Impacts, Regulation, Biotechnology and Integrated Omics. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10071472. [PMID: 34371676 PMCID: PMC8309266 DOI: 10.3390/plants10071472] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/15/2021] [Accepted: 07/16/2021] [Indexed: 05/06/2023]
Abstract
Abiotic stresses (AbS), such as drought, salinity, and thermal stresses, could highly affect the growth and development of plants. For decades, researchers have attempted to unravel the mechanisms of AbS for enhancing the corresponding tolerance of plants, especially for crop production in agriculture. In the present communication, we summarized the significant factors (atmosphere, soil and water) of AbS, their regulations, and integrated omics in the most important cereal crops in the world, especially rice, wheat, sorghum, and maize. It has been suggested that using systems biology and advanced sequencing approaches in genomics could help solve the AbS response in cereals. An emphasis was given to holistic approaches such as, bioinformatics and functional omics, gene mining and agronomic traits, genome-wide association studies (GWAS), and transcription factors (TFs) family with respect to AbS. In addition, the development of omics studies has improved to address the identification of AbS responsive genes and it enables the interaction between signaling pathways, molecular insights, novel traits and their significance in cereal crops. This review compares AbS mechanisms to omics and bioinformatics resources to provide a comprehensive view of the mechanisms. Moreover, further studies are needed to obtain the information from the integrated omics databases to understand the AbS mechanisms for the development of large spectrum AbS-tolerant crop production.
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Affiliation(s)
- Rajendran Jeyasri
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi 630003, India; (R.J.); (P.M.); (L.S.); (S.K.P.)
| | - Pandiyan Muthuramalingam
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi 630003, India; (R.J.); (P.M.); (L.S.); (S.K.P.)
- Department of Biotechnology, Sri Shakthi Institute of Engineering and Technology, Coimbatore 641062, India
| | - Lakkakula Satish
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi 630003, India; (R.J.); (P.M.); (L.S.); (S.K.P.)
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer Sheva 84105, Israel
| | - Shunmugiah Karutha Pandian
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi 630003, India; (R.J.); (P.M.); (L.S.); (S.K.P.)
| | - Jen-Tsung Chen
- Department of Life Sciences, National University of Kaohsiung, Kaohsiung 81148, Taiwan;
| | - Sunny Ahmar
- Institute of Biological Sciences, University of Talca, 2 Norte 685, Talca 3460000, Chile;
| | - Xiukang Wang
- College of Life Sciences, Yan’an University, Yan’an 716000, China;
| | - Freddy Mora-Poblete
- Institute of Biological Sciences, University of Talca, 2 Norte 685, Talca 3460000, Chile;
- Correspondence: (F.M.-P.); (M.R.)
| | - Manikandan Ramesh
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi 630003, India; (R.J.); (P.M.); (L.S.); (S.K.P.)
- Correspondence: (F.M.-P.); (M.R.)
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Tiwari JK, Buckseth T, Singh RK, Kumar M, Kant S. Prospects of Improving Nitrogen Use Efficiency in Potato: Lessons From Transgenics to Genome Editing Strategies in Plants. FRONTIERS IN PLANT SCIENCE 2020; 11:597481. [PMID: 33424892 PMCID: PMC7785987 DOI: 10.3389/fpls.2020.597481] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 12/10/2020] [Indexed: 05/27/2023]
Affiliation(s)
- Jagesh Kumar Tiwari
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, India
| | - Tanuja Buckseth
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, India
| | - Rajesh Kumar Singh
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, India
| | - Manoj Kumar
- Indian Council of Agricultural Research (ICAR)-Central Potato Research Institute, Shimla, India
| | - Surya Kant
- Agriculture Victoria, Grains Innovation Park, Horsham, VIC, Australia
- Faculty of Veterinary and Agricultural Sciences, Centre for Agricultural Innovation, School of Agriculture and Food, The University of Melbourne, Melbourne, VIC, Australia
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Tiwari JK, Buckseth T, Devi S, Varshney S, Sahu S, Patil VU, Zinta R, Ali N, Moudgil V, Singh RK, Rawat S, Dua VK, Kumar D, Kumar M, Chakrabarti SK, Rao AR, Rai A. Physiological and genome-wide RNA-sequencing analyses identify candidate genes in a nitrogen-use efficient potato cv. Kufri Gaurav. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2020; 154:171-183. [PMID: 32563041 DOI: 10.1016/j.plaphy.2020.05.041] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 05/30/2020] [Accepted: 05/30/2020] [Indexed: 06/11/2023]
Abstract
Nitrogen (N) is an important nutrient for plant growth. However, its excess application leads to environmental damage. Hence, improving nitrogen use efficiency (NUE) of plant is one of the plausible options to solve the problems. Aim of this study was to identify candidate genes involved in enhancing NUE in potato cv. Kufri Gaurav (N efficient). Plants were grown in aeroponic with two contrasting N regimes (low N: 0.75 mM, and high N: 7.5 mM). Higher NUE in Kufri Gaurav was observed in low N based on the parameters like NUE, NUpE (N uptake efficiency), NUtE (N utilization efficiency) and AgNUE (agronomic NUE). Further, global gene expression profiles in root, leaf and stolon tissues were analyzed by RNA-sequencing using Ion Proton™ System. Quality data (≥Q20) of 2.04-2.73 Gb per sample were mapped with the potato genome. Statistically significant (P ≤ 0.05) differentially expressed genes (DEGs) were identified such as 176 (up-regulated) and 30 (down-regulated) in leaves, 39 (up-regulated) and 105 (down-regulated) in roots, and 81 (up-regulated) and 694 (down-regulated) in stolons. The gene ontology (GO) terms like metabolic process, cellular process and catalytic activity were predominant. Our RT-qPCR analysis confirmed the gene expression profiles of RNA-seq. Overall, we identified candidate genes associated with improving NUE such as superoxide dismutase, GDSL esterase lipase, probable phosphatase 2C, high affinity nitrate transporters, sugar transporter, proline rich proteins, transcription factors (VQ motif, SPX domain, bHLH) etc. Our findings suggest that these candidate genes probably play crucial roles in enhancing NUE in potato.
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Affiliation(s)
- Jagesh Kumar Tiwari
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India.
| | - Tanuja Buckseth
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Sapna Devi
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Shivangi Varshney
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India
| | - Sarika Sahu
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India
| | - Virupaksh U Patil
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Rasna Zinta
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Nilofer Ali
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Vaishali Moudgil
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Rajesh K Singh
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Shashi Rawat
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Vijay K Dua
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India
| | - Devendra Kumar
- CAR-Central Potato Research Institute, Regional Station, Modipuram, Meerut, 250110, Uttar Pradesh, India
| | - Manoj Kumar
- ICAR-Central Potato Research Institute, Shimla, 171001, Himachal Pradesh, India; CAR-Central Potato Research Institute, Regional Station, Modipuram, Meerut, 250110, Uttar Pradesh, India
| | | | - Atmakuri R Rao
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India
| | - Anil Rai
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India
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8
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Tiwari JK, Buckseth T, Zinta R, Saraswati A, Singh RK, Rawat S, Chakrabarti SK. Genome-wide identification and characterization of microRNAs by small RNA sequencing for low nitrogen stress in potato. PLoS One 2020; 15:e0233076. [PMID: 32428011 PMCID: PMC7237020 DOI: 10.1371/journal.pone.0233076] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 04/28/2020] [Indexed: 11/18/2022] Open
Abstract
Nitrogen is an important nutrient for plant growth and tuber quality of potato. Since potato crop requires high dose of N, improving nitrogen use efficiency (NUE) of plant is an inevitable approach to minimize N fertilization. The aim of this study was to identify and characterize microRNAs (miRNAs) by small RNA sequencing in potato plants grown in aeroponic under two contrasting N (high and low) regimes. A total of 119 conserved miRNAs belonging to 41 miRNAs families, and 1002 putative novel miRNAs were identified. From total, 52 and 54 conserved miRNAs, and 404 and 628 putative novel miRNAs were differentially expressed in roots and shoots, respectively under low N stress. Of total 34,135 predicted targets, the gene ontology (GO) analysis indicated that maximum targets belong to biological process followed by molecular function and cellular component. Eexpression levels of the selected miRNAs and targets were validated by real time-quantitative polymerase chain reaction (RT-qPCR) analysis. Two predicted targets of potential miRNAs (miR397 and miR398) were validated by 5' RLM-RACE (RNA ligase mediated rapid amplification of cDNA ends). In general, predicted targets are associated with stress-related, kinase, transporters and transcription factors such as universal stress protein, heat shock protein, salt-tolerance protein, calmodulin binding protein, serine-threonine protein kinsae, Cdk10/11- cyclin dependent kinase, amino acid transporter, nitrate transporter, sugar transporter, transcription factor, F-box family protein, and zinc finger protein etc. Our study highlights that miR397 and miR398 play crucial role in potato during low N stress management. Moreover, study provides insights to modulate miRNAs and their predicted targets to develop N-use efficient potato using transgenic/genome-editing tools in future.
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Affiliation(s)
- Jagesh Kumar Tiwari
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
- * E-mail:
| | - Tanuja Buckseth
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Rasna Zinta
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Aastha Saraswati
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Rajesh Kumar Singh
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Shashi Rawat
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
| | - Swarup Kumar Chakrabarti
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, India
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9
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Tiwari JK, Buckseth T, Zinta R, Saraswati A, Singh RK, Rawat S, Dua VK, Chakrabarti SK. Transcriptome analysis of potato shoots, roots and stolons under nitrogen stress. Sci Rep 2020; 10:1152. [PMID: 31980689 PMCID: PMC6981199 DOI: 10.1038/s41598-020-58167-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 01/13/2020] [Indexed: 12/19/2022] Open
Abstract
Potato crop requires high dose of nitrogen (N) to produce high tuber yield. Excessive application of N causes environmental pollution and increases cost of production. Hence, knowledge about genes and regulatory elements is essential to strengthen research on N metabolism in this crop. In this study, we analysed transcriptomes (RNA-seq) in potato tissues (shoot, root and stolon) collected from plants grown in aeroponic culture under controlled conditions with varied N supplies i.e. low N (0.2 milli molar N) and high N (4 milli molar N). High quality data ranging between 3.25 to 4.93 Gb per sample were generated using Illumina NextSeq500 that resulted in 83.60-86.50% mapping of the reads to the reference potato genome. Differentially expressed genes (DEGs) were observed in the tissues based on statistically significance (p ≤ 0.05) and up-regulation with ≥ 2 log2 fold change (FC) and down-regulation with ≤ -2 log2 FC values. In shoots, of total 19730 DEGs, 761 up-regulated and 280 down-regulated significant DEGs were identified. Of total 20736 DEGs in roots, 572 (up-regulated) and 292 (down-regulated) were significant DEGs. In stolons, of total 21494 DEG, 688 and 230 DEGs were significantly up-regulated and down-regulated, respectively. Venn diagram analysis showed tissue specific and common genes. The DEGs were functionally assigned with the GO terms, in which molecular function domain was predominant in all the tissues. Further, DEGs were classified into 24 KEGG pathways, in which 5385, 5572 and 5594 DEGs were annotated in shoots, roots and stolons, respectively. The RT-qPCR analysis validated gene expression of RNA-seq data for selected genes. We identified a few potential DEGs responsive to N deficiency in potato such as glutaredoxin, Myb-like DNA-binding protein, WRKY transcription factor 16 and FLOWERING LOCUS T in shoots; high-affinity nitrate transporter, protein phosphatase-2c, glutaredoxin family protein, malate synthase, CLE7, 2-oxoglutarate-dependent dioxygenase and transcription factor in roots; and glucose-6-phosphate/phosphate translocator 2, BTB/POZ domain-containing protein, F-box family protein and aquaporin TIP1;3 in stolons, and many genes of unknown function. Our study highlights that these potential genes play very crucial roles in N stress tolerance, which could be useful in augmenting research on N metabolism in potato.
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Affiliation(s)
- Jagesh Kumar Tiwari
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India.
| | - Tanuja Buckseth
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Rasna Zinta
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Aastha Saraswati
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Rajesh Kumar Singh
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Shashi Rawat
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Vijay Kumar Dua
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
| | - Swarup Kumar Chakrabarti
- Indian Council of Agricultural Research-Central Potato Research Institute, Shimla, Himachal Pradesh, 171001, India
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Pathak RK, Baunthiyal M, Pandey D, Kumar A. Augmentation of crop productivity through interventions of omics technologies in India: challenges and opportunities. 3 Biotech 2018; 8:454. [PMID: 30370195 PMCID: PMC6195494 DOI: 10.1007/s13205-018-1473-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 10/09/2018] [Indexed: 01/19/2023] Open
Abstract
With the continuous increase in the population of developing countries and decline of natural resources, there is an urgent need to qualitatively and quantitatively augment crop productivity by using new tools and technologies for improvement of agriculturally important traits. The new scientific and technological omics-based approaches have enabled us to deal with several issues and challenges faced by modern agricultural system and provided us novel opportunities for ensuring food and nutritional security. Recent developments in sequencing techniques have made available huge amount of genomic and transcriptomic data on model and cultivated crop plants including Arabidopsis thaliana, Oryza sativa, Triticum aestivum etc. The sequencing data along with other data generated through several omics platforms have significantly influenced the disciplines of crop sciences. Gene discovery and expression profiling-based technologies are offering enormous opportunities to the scientific community which can now apply marker-assisted selection technology to assess and enhance diversity in their collected germplasm, introgress essential traits from new sources and investigate genes that control key traits of crop plants. Utilization of omics science and technologies for crop productivity, protection and management has recently been receiving a lot of attention; the majority of the efforts have been put into signifying the possible applications of various omics technologies in crop plant sciences. This article highlights the background of challenges and opportunities for augmentation of crop productivity through interventions of omics technologies in India.
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Affiliation(s)
- Rajesh Kumar Pathak
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G. B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand 263145 India
- Department of Biotechnology, G. B. Pant Institute of Engineering and Technology, Pauri Garhwal, Uttarakhand 246194 India
| | - Mamta Baunthiyal
- Department of Biotechnology, G. B. Pant Institute of Engineering and Technology, Pauri Garhwal, Uttarakhand 246194 India
| | - Dinesh Pandey
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G. B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand 263145 India
| | - Anil Kumar
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G. B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand 263145 India
- Present Address: Rani Lakshmi Bai Central Agricultural University, Jhansi, Uttar Pradesh 284003 India
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