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Singh D, Chaudhary P, Taunk J, Singh CK, Chinnusamy V, Sevanthi AM, Singh VJ, Pal M. Targeting Induced Local Lesions in Genomes (TILLING): advances and opportunities for fast tracking crop breeding. Crit Rev Biotechnol 2024; 44:817-836. [PMID: 37455414 DOI: 10.1080/07388551.2023.2231630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 06/01/2023] [Indexed: 07/18/2023]
Abstract
The intensification of food production via conventional crop breeding alone is inadequate to cater for global hunger. The development of precise and expeditious high throughput reverse genetics approaches has hugely benefited modern plant breeding programs. Targeting Induced Local Lesions in Genomes (TILLING) is one such reverse genetics approach which employs chemical/physical mutagenesis to create new genetic sources and identifies superior/novel alleles. Owing to technical limitations and sectional applicability of the original TILLING protocol, it has been timely modified. Successions include: EcoTILLING, Double stranded EcoTILLING (DEcoTILLING), Self-EcoTILLING, Individualized TILLING (iTILLING), Deletion-TILLING (De-TILLING), PolyTILLING, and VeggieTILLING. This has widened its application to a variety of crops and needs. They can characterize mutations in coding as well as non-coding regions and can overcome complexities associated with the large genomes. Combining next generation sequencing tools with the existing TILLING protocols has enabled screening of huge germplasm collections and mutant populations for the target genes. In silico TILLING platforms have transformed TILLING into an exciting breeding approach. The present review outlines these multifarious TILLING modifications for precise mutation detection and their application in advance breeding programmes together with relevant case studies. Appropriate use of these protocols will open up new avenues for crop improvement in the twenty first century.
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Affiliation(s)
- Dharmendra Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Priya Chaudhary
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Jyoti Taunk
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Chandan Kumar Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Viswanathan Chinnusamy
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | - Vikram Jeet Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Madan Pal
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
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2
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Tiwari LD, Kurtz-Sohn A, Bdolach E, Fridman E. Crops under past diversification and ongoing climate change: more than just selection of nuclear genes for flowering. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:5431-5440. [PMID: 37480516 DOI: 10.1093/jxb/erad283] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 07/21/2023] [Indexed: 07/24/2023]
Abstract
Diversification and breeding following domestication and under current climate change across the globe are the two most significant evolutionary events experienced by major crops. Diversification of crops from their wild ancestors has favored dramatic changes in the sensitivity of the plants to the environment, particularly significantly in transducing light inputs to the circadian clock, which has allowed the growth of major crops in the relatively short growing season experienced in the Northern Hemisphere. Historically, mutants and the mapping of quantitative trait loci (QTL) have facilitated the identification and the cloning of genes that underlie major changes of the clock and the regulation of flowering. Recent studies have suggested that the thermal plasticity of the circadian clock output, and not just the core genes that follow temperature compensation, has also been under selection during diversification and breeding. Wild alleles that accelerate output rhythmicity could be beneficial for crop resilience. Furthermore, wild alleles with beneficial and flowering-independent effects under stress indicate their possible role in maintaining a balanced source-sink relationship, thereby allowing productivity under climatic change. Because the chloroplast genome also regulates the plasticity of the clock output, mapping populations including cytonuclear interactions should be utilized within an integrated field and clock phenomics framework. In this review, we highlight the need to integrate physiological and developmental approaches (physio-devo) to gain a better understanding when re-domesticating wild gene alleles into modern cultivars to increase their robustness under abiotic heat and drought stresses.
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Affiliation(s)
- Lalit Dev Tiwari
- Plant Sciences institute, Agricultural Research Organization (ARO), Volcani Center, Bet Dagan, Israel
| | - Ayelet Kurtz-Sohn
- Plant Sciences institute, Agricultural Research Organization (ARO), Volcani Center, Bet Dagan, Israel
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot 76100, Israel
| | - Eyal Bdolach
- Plant Sciences institute, Agricultural Research Organization (ARO), Volcani Center, Bet Dagan, Israel
| | - Eyal Fridman
- Plant Sciences institute, Agricultural Research Organization (ARO), Volcani Center, Bet Dagan, Israel
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Amombo E, Ashilenje D, Hirich A, Kouisni L, Oukarroum A, Ghoulam C, El Gharous M, Nilahyane A. Exploring the correlation between salt tolerance and yield: research advances and perspectives for salt-tolerant forage sorghum selection and genetic improvement. PLANTA 2022; 255:71. [PMID: 35190912 PMCID: PMC8860782 DOI: 10.1007/s00425-022-03847-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 01/25/2022] [Indexed: 05/18/2023]
Abstract
MAIN CONCLUSION Some salt stress response mechanisms can translate into sorghum forage yield and thus act as targets for genetic improvement. Sorghum is a drought-tolerant cereal that is widely grown in the vast Africa's arid and semi-arid areas. Apart from drought, salinity is a major abiotic factor that, in addition to natural causes, has been exacerbated by increased poor anthropological activities. The importance of sorghum as a forage crop in saline areas has yet to be fully realized. Despite intraspecific variation in salt tolerance, sorghum is generally moderately salt-tolerant, and its productivity in saline soils can be remarkably limited. This is due to the difficulty of replicating optimal field saline conditions due to the great heterogeneity of salt distribution in the soil. As a promising fodder crop for saline areas, classic phenotype-based selection methods can be integrated with modern -omics in breeding programs to simultaneously address salt tolerance and production. To enable future manipulation, selection, and genetic improvement of sorghum with high yield and salt tolerance, here, we explore the potential positive correlations between the reliable indices of sorghum performance under salt stress at the phenotypic and genotypic level. We then explore the potential role of modern selection and genetic improvement programs in incorporating these linked salt tolerance and yield traits and propose a mechanism for future studies.
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Affiliation(s)
- Erick Amombo
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Dennis Ashilenje
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Abdelaziz Hirich
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Lamfeddal Kouisni
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Abdallah Oukarroum
- AgroBioSciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Cherki Ghoulam
- AgroBioSciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
- Center of Agrobiotechnology and Bioengineering, Labelled Research Unit CNRST, Cadi Ayyad University (UCA), Marrakech, Morocco
| | - Mohamed El Gharous
- Agricultural Innovation and Technology Transfer Center (AITTC), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Abdelaziz Nilahyane
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco.
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Fanelli V, Ngo KJ, Thompson VL, Silva BR, Tsai H, Sabetta W, Montemurro C, Comai L, Harmer SL. A TILLING by sequencing approach to identify induced mutations in sunflower genes. Sci Rep 2021; 11:9885. [PMID: 33972605 PMCID: PMC8110748 DOI: 10.1038/s41598-021-89237-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 04/15/2021] [Indexed: 02/03/2023] Open
Abstract
The Targeting Induced Local Lesions in Genomes (TILLING) technology is a reverse genetic strategy broadly applicable to every kind of genome and represents an attractive tool for functional genomic and agronomic applications. It consists of chemical random mutagenesis followed by high-throughput screening of point mutations in targeted genomic regions. Although multiple methods for mutation discovery in amplicons have been described, next-generation sequencing (NGS) is the tool of choice for mutation detection because it quickly allows for the analysis of a large number of amplicons. The aim of the present work was to screen a previously generated sunflower TILLING population and identify alterations in genes involved in several important and complex physiological processes. Twenty-one candidate sunflower genes were chosen as targets for the screening. The TILLING by sequencing strategy allowed us to identify multiple mutations in selected genes and we subsequently validated 16 mutations in 11 different genes through Sanger sequencing. In addition to addressing challenges posed by outcrossing, our detection and validation of mutations in multiple regulatory loci highlights the importance of this sunflower population as a genetic resource.
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Affiliation(s)
- Valentina Fanelli
- grid.7644.10000 0001 0120 3326Department of Soil, Plant and Food Sciences (DiSSPA), University of Bari Aldo Moro, 70124 Bari, Italy ,grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Kathie J. Ngo
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Veronica L. Thompson
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Brennan R. Silva
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Helen Tsai
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Wilma Sabetta
- grid.5326.20000 0001 1940 4177National Research Council, Institute of Bioscience and BioResources-IBBR, 70124 Bari, Italy
| | - Cinzia Montemurro
- grid.7644.10000 0001 0120 3326Department of Soil, Plant and Food Sciences (DiSSPA), University of Bari Aldo Moro, 70124 Bari, Italy
| | - Luca Comai
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
| | - Stacey L. Harmer
- grid.27860.3b0000 0004 1936 9684Department of Plant Biology, University of California, Davis, CA 95616 USA
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Ghosh S, Agarwal R, Rehan MA, Pathak S, Agarwal P, Gupta Y, Consul S, Gupta N, Goenka R, Rajwade A, Gopalkrishnan M. A Compressed Sensing Approach to Pooled RT-PCR Testing for COVID-19 Detection. IEEE OPEN JOURNAL OF SIGNAL PROCESSING 2021; 2:248-264. [PMID: 34812422 PMCID: PMC8545028 DOI: 10.1109/ojsp.2021.3075913] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 04/13/2021] [Accepted: 04/17/2021] [Indexed: 05/12/2023]
Abstract
We propose 'Tapestry', a single-round pooled testing method with application to COVID-19 testing using quantitative Reverse Transcription Polymerase Chain Reaction (RT-PCR) that can result in shorter testing time and conservation of reagents and testing kits, at clinically acceptable false positive or false negative rates. Tapestry combines ideas from compressed sensing and combinatorial group testing to create a new kind of algorithm that is very effective in deconvoluting pooled tests. Unlike Boolean group testing algorithms, the input is a quantitative readout from each test and the output is a list of viral loads for each sample relative to the pool with the highest viral load. For guaranteed recovery of [Formula: see text] infected samples out of [Formula: see text] being tested, Tapestry needs only [Formula: see text] tests with high probability, using random binary pooling matrices. However, we propose deterministic binary pooling matrices based on combinatorial design ideas of Kirkman Triple Systems, which balance between good reconstruction properties and matrix sparsity for ease of pooling while requiring fewer tests in practice. This enables large savings using Tapestry at low prevalence rates while maintaining viability at prevalence rates as high as 9.5%. Empirically we find that single-round Tapestry pooling improves over two-round Dorfman pooling by almost a factor of 2 in the number of tests required. We evaluate Tapestry in simulations with synthetic data obtained using a novel noise model for RT-PCR, and validate it in wet lab experiments with oligomers in quantitative RT-PCR assays. Lastly, we describe use-case scenarios for deployment.
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Affiliation(s)
- Sabyasachi Ghosh
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Rishi Agarwal
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Mohammad Ali Rehan
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Shreya Pathak
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Pratyush Agarwal
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Yash Gupta
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Sarthak Consul
- 2 Department of Electrical EngineeringIIT Bombay Mumbai 400076 India
| | - Nimay Gupta
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Ritesh Goenka
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
| | - Ajit Rajwade
- 1 Department of Computer Science and EngineeringIIT Bombay Mumbai 400076 India
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Lakhssassi N, Zhou Z, Liu S, Piya S, Cullen MA, El Baze A, Knizia D, Patil GB, Badad O, Embaby MG, Meksem J, Lakhssassi A, AbuGhazaleh A, Hewezi T, Meksem K. Soybean TILLING-by-Sequencing+ reveals the role of novel GmSACPD members in unsaturated fatty acid biosynthesis while maintaining healthy nodules. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:6969-6987. [PMID: 32898219 DOI: 10.1093/jxb/eraa402] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 08/27/2020] [Indexed: 05/07/2023]
Abstract
Developing soybean lines with high levels of stearic acid is a primary goal of the soybean industry. Most high-stearic-acid soybeans carry different GmSACPD-C mutated alleles. However, due to the dual role of GmSACPD-C in seeds and nodule development, all derived deleterious GmSACPD-C mutant alleles are of extremely poor agronomic value because of defective nodulation. The soybean stearoyl-acyl carrier protein desaturase (GmSACPD) gene family is composed of five members. Comparative genomics analysis indicated that SACPD genes were duplicated and derived from a common ancestor that is still present in chlorophytic algae. Synteny analysis showed the presence of segment duplications between GmSACPD-A/GmSACPD-B, and GmSACPD-C/GmSACPD-D. GmSACPD-E was not contained in any duplicated segment and may be the result of tandem duplication. We developed a TILLING by Target Capture Sequencing (Tilling-by-Sequencing+) technology, a versatile extension of the conventional TILLING by sequencing, and successfully identified 12, 14, and 18 ethyl methanesulfonate mutants at the GmSACPD-A, GmSACPD-B, and GmSACPD-D genes, respectively. Functional analysis of all identified mutants revealed an unprecedented role of GmSACPD-A, GmSACPD-B, and GmSACPD-D in unsaturated fatty acid biosynthesis without affecting nodule development and structure. This discovery will positively impact the development of high-stearic-acid lines to enhance soybean nutritional value without potential developmental tradeoffs.
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Affiliation(s)
- Naoufal Lakhssassi
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Zhou Zhou
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Shiming Liu
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Sarbottam Piya
- Department of Plant Sciences, University of Tennessee, Knoxville, TN, USA
| | - Mallory A Cullen
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Abdelhalim El Baze
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Dounya Knizia
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Gunvant B Patil
- Institute for Genomics of Crop Abiotic Stress Tolerance, Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, USA
| | - Oussama Badad
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
| | - Mohamed G Embaby
- Department of Animal Science, Food, and Nutrition, Southern Illinois University, Carbondale, IL, USA
| | - Jonas Meksem
- Trinity College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Aicha Lakhssassi
- Faculty of Sciences and Technologies, University of Lorraine, Nancy, France
| | - Amer AbuGhazaleh
- Department of Animal Science, Food, and Nutrition, Southern Illinois University, Carbondale, IL, USA
| | - Tarek Hewezi
- Department of Plant Sciences, University of Tennessee, Knoxville, TN, USA
| | - Khalid Meksem
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, USA
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Shental N, Levy S, Wuvshet V, Skorniakov S, Shalem B, Ottolenghi A, Greenshpan Y, Steinberg R, Edri A, Gillis R, Goldhirsh M, Moscovici K, Sachren S, Friedman LM, Nesher L, Shemer-Avni Y, Porgador A, Hertz T. Efficient high-throughput SARS-CoV-2 testing to detect asymptomatic carriers. SCIENCE ADVANCES 2020; 6:eabc5961. [PMID: 32917716 PMCID: PMC7485993 DOI: 10.1126/sciadv.abc5961] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 07/28/2020] [Indexed: 05/26/2023]
Abstract
Recent reports suggest that 10 to 30% of severe acute respiratory syndrome coronavirus 2 (SARS- CoV-2) infected patients are asymptomatic and that viral shedding may occur before symptom onset. Therefore, there is an urgent need to increase diagnostic testing capabilities to prevent disease spread. We developed P-BEST, a method for Pooling-Based Efficient SARS-CoV-2 Testing, which identifies all positive subjects within a set of samples using a single round of testing. Each sample is assigned into multiple pools using a combinatorial pooling strategy based on compressed sensing. We pooled sets of 384 samples into 48 pools, providing both an eightfold increase in testing efficiency and an eightfold reduction in test costs, while identifying up to five positive carriers. We then used P-BEST to screen 1115 health care workers using 144 tests. P- BEST provides an efficient and easy-to-implement solution for increasing testing capacity that can be easily integrated into diagnostic laboratories.
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Affiliation(s)
- Noam Shental
- Department of Computer Science, The Open University of Israel, Ra'anana, Israel.
| | - Shlomia Levy
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Vered Wuvshet
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Shosh Skorniakov
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Bar Shalem
- Department of Computer Science, Bar-Ilan University, Ramat Gan, Israel
| | - Aner Ottolenghi
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Yariv Greenshpan
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | | | - Avishay Edri
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Roni Gillis
- Goldman Medical School, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Michal Goldhirsh
- Goldman Medical School, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Khen Moscovici
- Goldman Medical School, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Sinai Sachren
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Lilach M Friedman
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Lior Nesher
- Soroka University Medical Center, Beer-Sheva, Israel
| | - Yonat Shemer-Avni
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Soroka University Medical Center, Beer-Sheva, Israel
| | - Angel Porgador
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Tomer Hertz
- Department of Microbiology and Immunology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- National Institute of Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Gao YL, Yao XF, Li WZ, Song ZB, Wang BW, Wu YP, Shi JL, Liu GS, Li YP, Liu CM. An efficient TILLING platform for cultivated tobacco. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2020; 62:165-180. [PMID: 30697931 DOI: 10.1111/jipb.12784] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 01/23/2019] [Indexed: 06/09/2023]
Abstract
Targeting-induced local lesions in genomes (TILLING) is a powerful reverse-genetics tool that enables high-throughput screening of genomic variations in plants. Although TILLING has been developed for many diploid plants, the technology has been used in very few polyploid species due to their genomic complexity. Here, we established an efficient capillary electrophoresis-based TILLING platform for allotetraploid cultivated tobacco (Nicotiana tabacum L.) using an ethyl methanesulfonate (EMS)-mutagenized population of 1,536 individuals. We optimized the procedures for endonuclease preparation, leaf tissue sampling, DNA extraction, normalization, pooling, PCR amplification, heteroduplex formation, and capillary electrophoresis. In a test screen using seven target genes with eight PCR fragments, we obtained 118 mutants. The mutation density was estimated to be approximately one mutation per 106 kb on average. Phenotypic analyses showed that mutations in two heavy metal transporter genes, HMA2S and HMA4T, led to reduced accumulation of cadmium and zinc, which was confirmed independently using CRISPR/Cas9 to generate knockout mutants. Our results demonstrate that this powerful TILLING platform (available at http://www.croptilling.org) can be used in tobacco to facilitate functional genomics applications.
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Affiliation(s)
- Yu-Long Gao
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Xue-Feng Yao
- Key Laboratory of Plant Molecular Physiology, Institute of Botany, the Chinese Academy of Sciences, Beijing, 100093, China
- The University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wen-Zheng Li
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Zhong-Bang Song
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Bing-Wu Wang
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Yu-Ping Wu
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Jun-Li Shi
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Guan-Shan Liu
- Tobacco Research Institute, the Chinese Agriculture Academy of Sciences, Qingdao, 266101, China
| | - Yong-Ping Li
- Key Laboratory of Tobacco Biotechnological Breeding, National Tobacco Genetic Engineering Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming, 650021, China
| | - Chun-Ming Liu
- Key Laboratory of Plant Molecular Physiology, Institute of Botany, the Chinese Academy of Sciences, Beijing, 100093, China
- Institute of Crop Sciences, the Chinese Academy of Agricultural Sciences, Beijing, 100081, China
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Zhou Z, Lakhssassi N, Cullen MA, El Baz A, Vuong TD, Nguyen HT, Meksem K. Assessment of Phenotypic Variations and Correlation among Seed Composition Traits in Mutagenized Soybean Populations. Genes (Basel) 2019; 10:E975. [PMID: 31783508 PMCID: PMC6947669 DOI: 10.3390/genes10120975] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 11/22/2019] [Accepted: 11/22/2019] [Indexed: 01/31/2023] Open
Abstract
Soybean [Glycine max (L.) Merr.] seed is a valuable source of protein and oil worldwide. Traditionally, the natural variations were heavily used in conventional soybean breeding programs to select desired traits. However, traditional plant breeding is encumbered with low frequencies of spontaneous mutations. In mutation breeding, genetic variations from induced mutations provide abundant sources of alterations in important soybean traits; this facilitated the development of soybean germplasm with modified seed composition traits to meet the different needs of end users. In this study, a total of 2366 'Forrest'-derived M2 families were developed for both forward and reverse genetic studies. A subset of 881 M3 families was forward genetically screened to measure the contents of protein, oil, carbohydrates, and fatty acids. A total of 14 mutants were identified to have stable seed composition phenotypes observed in both M3 and M4 generations. Correlation analyses have been conducted among ten seed composition traits and compared to a collection of 103 soybean germplasms. Mainly, ethyl methanesulfonate (EMS) mutagenesis had a strong impact on the seed-composition correlation that was observed among the 103 soybean germplasms, which offers multiple benefits for the soybean farmers and industry to breed for desired multiple seed phenotypes.
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Affiliation(s)
- Zhou Zhou
- Department of Plant, Soil, and Agricultural Systems, Southern Illinois University, Carbondale, IL 62901, USA; (Z.Z.); (N.L.); (M.A.C.); (A.E.B.)
| | - Naoufal Lakhssassi
- Department of Plant, Soil, and Agricultural Systems, Southern Illinois University, Carbondale, IL 62901, USA; (Z.Z.); (N.L.); (M.A.C.); (A.E.B.)
| | - Mallory A. Cullen
- Department of Plant, Soil, and Agricultural Systems, Southern Illinois University, Carbondale, IL 62901, USA; (Z.Z.); (N.L.); (M.A.C.); (A.E.B.)
| | - Abdelhalim El Baz
- Department of Plant, Soil, and Agricultural Systems, Southern Illinois University, Carbondale, IL 62901, USA; (Z.Z.); (N.L.); (M.A.C.); (A.E.B.)
| | - Tri D. Vuong
- Division of Plant Sciences, University of Missouri, Columbia, MO 65211, USA; (T.D.V.); (H.T.N.)
| | - Henry T. Nguyen
- Division of Plant Sciences, University of Missouri, Columbia, MO 65211, USA; (T.D.V.); (H.T.N.)
| | - Khalid Meksem
- Department of Plant, Soil, and Agricultural Systems, Southern Illinois University, Carbondale, IL 62901, USA; (Z.Z.); (N.L.); (M.A.C.); (A.E.B.)
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Li S, Liu SM, Fu HW, Huang JZ, Shu QY. High-resolution melting-based TILLING of γ ray-induced mutations in rice. J Zhejiang Univ Sci B 2018; 19:620-629. [PMID: 30070085 DOI: 10.1631/jzus.b1700414] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Targeting Induced Local Lesions IN Genomes (TILLING) is a reverse genetics strategy for the high-throughput screening of induced mutations. γ radiation, which often induces both insertion/deletion (Indel) and point mutations, has been widely used in mutation induction and crop breeding. The present study aimed to develop a simple, high-throughput TILLING system for screening γ ray-induced mutations using high-resolution melting (HRM) analysis. Pooled rice (Oryza sativa) samples mixed at a 1:7 ratio of Indel mutant to wild-type DNA could be distinguished from the wild-type controls by HRM analysis. Thus, an HRM-TILLING system that analyzes pooled samples of four M2 plants is recommended for screening γ ray-induced mutants in rice. For demonstration, a γ ray-mutagenized M2 rice population (n=4560) was screened for mutations in two genes, OsLCT1 and SPDT, using this HRM-TILLING system. Mutations including one single nucleotide substitution (G→A) and one single nucleotide insertion (A) were identified in OsLCT1, and one trinucleotide (TTC) deletion was identified in SPDT. These mutants can be used in rice breeding and genetic studies, and the findings are of importance for the application of γ ray mutagenesis to the breeding of rice and other seed crops.
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Affiliation(s)
- Shan Li
- National Key Laboratory of Rice Biology, Institute of Crop Sciences, Zhejiang University, Hangzhou 310058, China.,Institute of Nuclear Agricultural Sciences, Zhejiang University, Hangzhou 310029, China
| | - Song-Mei Liu
- National Key Laboratory of Rice Biology, Institute of Crop Sciences, Zhejiang University, Hangzhou 310058, China
| | - Hao-Wei Fu
- Jiaxing Academy of Agricultural Sciences, Jiaxing 314016, China
| | - Jian-Zhong Huang
- Institute of Nuclear Agricultural Sciences, Zhejiang University, Hangzhou 310029, China
| | - Qing-Yao Shu
- National Key Laboratory of Rice Biology, Institute of Crop Sciences, Zhejiang University, Hangzhou 310058, China.,Hubei Collaborative Innovation Center for Grain Industry, Jingzhou 434025, China
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The Primary Root of Sorghum bicolor (L. Moench) as a Model System to Study Brassinosteroid Signaling in Crops. Methods Mol Biol 2017. [PMID: 28124255 DOI: 10.1007/978-1-4939-6813-8_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Roots anchor plants to the soil and are essential for a successful plant growth and adaptation to the environment. Research on the primary root in the plant model system Arabidopsis thaliana has yielded important advances in the molecular and cellular understanding of root growth and development. Several studies have uncovered how the hormones brassinosteroids (BRs) control cell cycle and differentiation programs through different cell-specific signaling pathways that are key for root growth and development. Currently, an important challenge resides in the translation of the current knowledge on Arabidopsis roots into agronomically valuable species to improve the agricultural production and to meet the food security goals of the millennium. In this chapter, we characterize the primary root apex of the cereal Sorghum bicolor (L. Moench) (sorghum), analyze the physiological response of sorghum roots to BRs, and examine the phylogeny of the BRASSINOSTEROID INSENSITIVE1-like receptor family in Arabidopsis and its orthologous genes in sorghum. Overall, we support the use of sorghum as a suitable crop model species for the study of BR signaling in root growth and development. The methods presented enable any laboratory worldwide to use sorghum primary roots as a favorite organ for the study of growth and development in crops.
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Lakhssassi N, Zhou Z, Liu S, Colantonio V, AbuGhazaleh A, Meksem K. Characterization of the FAD2 Gene Family in Soybean Reveals the Limitations of Gel-Based TILLING in Genes with High Copy Number. FRONTIERS IN PLANT SCIENCE 2017; 8:324. [PMID: 28348573 PMCID: PMC5346563 DOI: 10.3389/fpls.2017.00324] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 02/23/2017] [Indexed: 05/21/2023]
Abstract
Soybean seed oil typically contains 18-20% oleic acid. Increasing the content of oleic acid is beneficial for health and biodiesel production. Mutations in FAD2-1 genes have been reported to increase seed oleic acid content. A subset of 1,037 mutant families from a mutagenized soybean cultivar (cv.) Forrest population was screened using reverse genetics (TILLING) to identify mutations within FAD2 genes. Although no fad2 mutants were identified using gel-based TILLING, four fad2-1A and one fad2-1B mutants were identified to have high seed oleic acid content using forward genetic screening and subsequent target sequencing. TILLING has been successfully used as a non-transgenic reverse genetic approach to identify mutations in genes controlling important agronomic traits. However, this technique presents limitations in traits such as oil composition due to gene copy number and similarities within the soybean genome. In soybean, FAD2 are present as two copies, FAD2-1 and FAD2-2. Two FAD2-1 members: FAD2-1A and FAD2-1B; and three FAD2-2 members: FAD2-2A, FAD2-2B, and FAD2-2C have been reported. Syntenic, phylogenetic, and in silico analysis revealed two additional members constituting the FAD2 gene family: GmFAD2-2D and GmFAD2-2E, located on chromosomes 09 and 15, respectively. They are presumed to have diverged from other FAD2-2 members localized on chromosomes 19 (GmFAD2-2A and GmFAD2-2B) and 03 (GmFAD2-2C). This work discusses alternative solutions to the limitations of gel-based TILLING in functional genomics due to high copy number and multiple paralogs of the FAD2 gene family in soybean.
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Affiliation(s)
- Naoufal Lakhssassi
- Department of Plant, Soil and Agricultural Systems, Southern Illinois UniversityCarbondale, IL, USA
| | - Zhou Zhou
- Department of Plant, Soil and Agricultural Systems, Southern Illinois UniversityCarbondale, IL, USA
| | - Shiming Liu
- Department of Plant, Soil and Agricultural Systems, Southern Illinois UniversityCarbondale, IL, USA
| | - Vincent Colantonio
- Department of Plant, Soil and Agricultural Systems, Southern Illinois UniversityCarbondale, IL, USA
| | - Amer AbuGhazaleh
- Department of Animal Science, Food and Nutrition, Southern Illinois UniversityCarbondale, IL, USA
| | - Khalid Meksem
- Department of Plant, Soil and Agricultural Systems, Southern Illinois UniversityCarbondale, IL, USA
- *Correspondence: Khalid Meksem
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