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Jain R, Dhaka N, Krishnan K, Yadav G, Priyam P, Sharma MK, Sharma RA. Temporal Gene Expression Profiles From Pollination to Seed Maturity in Sorghum Provide Core Candidates for Engineering Seed Traits. PLANT, CELL & ENVIRONMENT 2024. [PMID: 39248611 DOI: 10.1111/pce.15134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 08/12/2024] [Accepted: 08/19/2024] [Indexed: 09/10/2024]
Abstract
Sorghum (Sorghum bicolor (L.) Moench) is a highly nutritional multipurpose millet crop. However, the genetic and molecular regulatory mechanisms governing sorghum grain development and the associated agronomic traits remain unexplored. In this study, we performed a comprehensive transcriptomic analysis of pistils collected 1-2 days before pollination, and developing seeds collected -2, 10, 20 and 30 days after pollination of S. bicolor variety M35-1. Out of 31 337 genes expressed in these stages, 12 804 were differentially expressed in the consecutive stages of seed development. These exhibited 10 dominant expression patterns correlated with the distinct pathways and gene functions. Functional analysis, based on the pathway mapping, transcription factor enrichment and orthology, delineated the key patterns associated with pollination, fertilization, early seed development, grain filling and seed maturation. Furthermore, colocalization with previously reported quantitative trait loci (QTLs) for grain weight/size revealed 48 differentially expressed genes mapping to these QTL regions. Comprehensive literature mining integrated with QTL mapping and expression data shortlisted 25, 17 and 8 core candidates for engineering grain size, starch and protein content, respectively.
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Affiliation(s)
- Rubi Jain
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Namrata Dhaka
- Department of Biotechnology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, Haryana, India
| | - Kushagra Krishnan
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Garima Yadav
- Department of Biotechnology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, Haryana, India
| | - Prachi Priyam
- Department of Biotechnology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, Haryana, India
| | | | - Rita A Sharma
- Department of Biological Sciences, Birla Institute of Technology and Science (BITS) Pilani, Pilani, Rajasthan, India
- National Agri-Food Biotechnology Institute (NABI), Mohali, Punjab, India
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Ramanathan V, Kambale R, Palaniswamy R, Rahman H, Muthurajan R. Comparative RNA-Seq analysis unravels molecular mechanisms regulating therapeutic properties in the grains of traditional rice Kavuni. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 324:111411. [PMID: 35952828 DOI: 10.1016/j.plantsci.2022.111411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 08/05/2022] [Accepted: 08/06/2022] [Indexed: 06/15/2023]
Abstract
Developing rice varieties with enhanced levels of functional bioactives is an important intervention for achieving food and nutritional security in Asia where rice is the staple food and Type II diabetes incidences are higher. The present study was aimed at dissecting out the molecular events underlying the accumulation of bio active compounds in pigmented traditional rice Kavuni. Comparative transcriptome profiling in the developing grains of Kavuni and a white rice variety ASD 16 generated 37.7 and 29.8 million reads respectively. Statistical analysis identified a total of 9177 exhibiting significant differential expression (DEGs) between the grains of Kavuni and ASD 16. Pathway mapping of DEGs revealed the preferential up-regulation of genes involved in the biosynthesis of amylose and dietary fibres in Kavuni accounting for its low glycemic index (GI). Transcripts involved in the biosynthesis of carotenoids, flavonoids, anthocyanins, phenolic acids and phenylpropanoids were also found to be up-regulated in the grains of Kavuni. This study identified up-regulation of key transcripts involved in the accumulation of phenolic acids having potential for inhibiting major hydrolytic enzymes α-amylase and α-glucosidase and thus accounting for the slow digestibility leading to low GI. Overall, this study has identified molecular targets for the genetic manipulation of anti-diabetic and anti-oxidant traits in rice.
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Affiliation(s)
- Valarmathi Ramanathan
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India; ICAR, Sugarcane Breeding Institute, Coimbatore, India
| | - Rohit Kambale
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | - Rakshana Palaniswamy
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | - Hifzur Rahman
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | - Raveendran Muthurajan
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India.
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Badoni S, Parween S, Henry RJ, Sreenivasulu N. Systems seed biology to understand and manipulate rice grain quality and nutrition. Crit Rev Biotechnol 2022:1-18. [PMID: 35723584 DOI: 10.1080/07388551.2022.2058460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Rice is one of the most essential crops since it meets the calorific needs of 3 billion people around the world. Rice seed development initiates upon fertilization, leading to the establishment of two distinct filial tissues, the endosperm and embryo, which accumulate distinct seed storage products, such as starch, storage proteins, and lipids. A range of systems biology tools deployed in dissecting the spatiotemporal dynamics of transcriptome data, methylation, and small RNA based regulation operative during seed development, influencing the accumulation of storage products was reviewed. Studies of other model systems are also considered due to the limited information on the rice transcriptome. This review highlights key genes identified through a holistic view of systems biology targeted to modify biochemical composition and influence rice grain quality and nutritional value with the target of improving rice as a functional food.
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Affiliation(s)
- Saurabh Badoni
- Consumer-Driven Grain Quality and Nutrition Unit, International Rice Research Institute (IRRI), Manila, Philippines
| | - Sabiha Parween
- Consumer-Driven Grain Quality and Nutrition Unit, International Rice Research Institute (IRRI), Manila, Philippines
| | - Robert J Henry
- Centre for Crop Science, Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Australia
| | - Nese Sreenivasulu
- Consumer-Driven Grain Quality and Nutrition Unit, International Rice Research Institute (IRRI), Manila, Philippines
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Wei X, Meng C, Yuan Y, Nath UK, Zhao Y, Wang Z, Yang S, Li L, Niu L, Yao Q, Wei F, Zhang X. CaPSY1 gene plays likely the key role in carotenoid metabolism of pepper (Capsicum annuum) at ripening. FUNCTIONAL PLANT BIOLOGY : FPB 2021; 48:141-155. [PMID: 32926830 DOI: 10.1071/fp19287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 08/11/2020] [Indexed: 05/09/2023]
Abstract
Phytoene synthase (PSY) is the first committed enzyme in carotenoid biosynthesis, which plays important role in ripen fruit colour. However, the roles of CaPSY genes are not explained detail in ripen pepper fruit colour. In this study, three CaPSY genes (CaPSY1, CaPSY2 and CaPSY3) were identified through basic local alignment search tool (BLAST) in pepper genome. Among them, CaPSY1 was predicted as putative candidate based on relative expression values using five developmental stages of fruit in Zunla-1 cultivar and also in ripen fruits of five contrasting pepper lines. The CaPSY1 was characterised functionally through virus-induced gene silencing (VIGS) in ripen fruits and overexpression in Arabidopsis thaliana (L.) Heynh. Silencing of CaPSY1 gene altered colour with increased lutein and decreased zeaxanthin content in pepper fruits. The transgenic Arabidopsis line CaPSY1 gene showed higher expression of PSY1 gene compared with WT and dwarf phenotype due to reduction of GA3 (gibberellic acid) and higher abscisic acid (ABA) content. Our results confirmed that CaPSY1 gene involved in carotenoid metabolism in ripen pepper fruit and provide clue to develop bright red coloured pepper lines through breeding.
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Affiliation(s)
- Xiaochun Wei
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China; and School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Chunyang Meng
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China; and School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, China
| | - Yuxiang Yuan
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Ujjal Kumar Nath
- Department of Genetics and Plant Breeding, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh
| | - Yanyan Zhao
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Zhiyong Wang
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Shuangjuan Yang
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Lin Li
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Liujing Niu
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Qiuju Yao
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China
| | - Fang Wei
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, China; and Corresponding authors. ;
| | - Xiaowei Zhang
- Institute of Horticulture, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China; and School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, China; and Corresponding authors. ;
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Chettry U, Chrungoo NK. A multifocal approach towards understanding the complexities of carotenoid biosynthesis and accumulation in rice grains. Brief Funct Genomics 2020; 19:324-335. [PMID: 32240289 DOI: 10.1093/bfgp/elaa007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 02/19/2020] [Accepted: 02/26/2020] [Indexed: 11/12/2022] Open
Abstract
Carotenoids are mostly C40 terpenoids that participate in several important functions in plants including photosynthesis, responses to various forms of stress, signal transduction and photoprotection. While the antioxidant potential of carotenoids is of particular importance for human health, equally important is the role of β-carotene as the precursor for vitamin A in the human diet. Rice, which contributes upto 40% of dietary energy for mankind, contains very low level of β-carotene, thereby making it an important crop for enhancing β-carotene accumulation in its grains and consequently targeting vitamin A deficiency. Biosynthesis of carotenoids in the endosperm of white rice is blocked at the first enzymatic step wherein geranylgeranyl diphosphate is converted to phytoene by the action of phytoene synthase (PSY). Strategies aimed at enhancing β-carotene levels in the endosperm of white rice identified Narcissus pseudonarcissus (npPSY) and bacterial CRT1 as the regulators of the carotenoid biosynthetic pathway in rice. Besides transcriptional regulation of PSY, posttranscriptional regulation of PSY expression by OR gene, molecular synergism between ε-LCY and β-LCY and epigenetic control of CRITSO through SET DOMAIN containing protein appear to be the other regulatory nodes which regulate carotenoid biosynthesis and accumulation in rice grains. In this review, we elucidate a comprehensive and deeper understanding of the regulatory mechanisms of carotenoid metabolism in crops that will enable us to identify an effective tool to alleviate carotenoid content in rice grains.
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Affiliation(s)
- Upasna Chettry
- Department of Botany, North-Eastern Hill University, Shillong 793022, India
| | - Nikhil K Chrungoo
- Department of Botany, North-Eastern Hill University, Shillong 793022, India
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