The Development And Application Of Multi Omics Integration Approaches To Dissecting Complex Traits In Plants
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The Development And Application Of Multi Omics Integration Approaches To Dissecting Complex Traits In Plants
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Author : Shang-Qian Xie
language : en
Publisher: Frontiers Media SA
Release Date : 2022-05-06
The Development And Application Of Multi Omics Integration Approaches To Dissecting Complex Traits In Plants written by Shang-Qian Xie and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-06 with Science categories.
Application Of Multi Omics To Important Traits Of Ornamental And Beverage Plants
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Author : Tangchun Zheng
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-04
Application Of Multi Omics To Important Traits Of Ornamental And Beverage Plants written by Tangchun Zheng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-04 with Science categories.
Advances In Statistical Methods For The Genetic Dissection Of Complex Traits In Plants
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Author : Yuan-Ming Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2024-01-26
Advances In Statistical Methods For The Genetic Dissection Of Complex Traits In Plants written by Yuan-Ming Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-26 with Science categories.
Genome-wide association studies (GWAS) have been widely used in the genetic dissection of complex traits. However, there are still limits in current GWAS statistics. For example, (1) almost all the existing methods do not estimate additive and dominance effects in quantitative trait nucleotide (QTN) detection; (2) the methods for detecting QTN-by-environment interaction (QEI) are not straightforward and do not estimate additive and dominance effects as well as additive-by-environment and dominance-by-environment interaction effects, leading to unreliable results; and (3) no or too simple polygenic background controls have been employed in QTN-by-QTN interaction (QQI) detection. As a result, few studies of QEI and QQI for complex traits have been reported based on multiple-environment experiments. Recently, new statistical tools, including 3VmrMLM, have been developed to address these needs in GWAS. In 3VmrMLM, all the trait-associated effects, including QTN, QEI and QQI related effects, are compressed into a single effect-related vector, while all the polygenic backgrounds are compressed into a single polygenic effect matrix. These compressed parameters can be accurately and efficiently estimated through a unified mixed model analysis. To further validate these new GWAS methods, particularly 3VmrMLM, they should be rigorously tested in real data of various plants and a wide range of other species.
Sorghum And Pearl Millet As Climate Resilient Crops For Food And Nutrition Security
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Author : Mahalingam Govindaraj
language : en
Publisher: Frontiers Media SA
Release Date : 2022-10-03
Sorghum And Pearl Millet As Climate Resilient Crops For Food And Nutrition Security written by Mahalingam Govindaraj and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-03 with Science categories.
Bioinformatics For Agriculture High Throughput Approaches
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Author : Atul Kumar Upadhyay
language : en
Publisher: Springer Nature
Release Date : 2021-03-19
Bioinformatics For Agriculture High Throughput Approaches written by Atul Kumar Upadhyay and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Science categories.
This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for an in-depth understanding of the desired genes and proteins based on commonly used bioinformatics software and tools, e.g. BLAST, molecular modelling, molecular-docking and simulations, protein-protein and domain-domain interactions. The book also describes recent advances in the high-throughput analysis of whole genome and transcriptome using next-generation sequencing platforms, and functional proteome studies. It also examines the role of computational biology in understanding and improving the nutrient quality and yield of crops. Lastly, the book explores a comprehensive list of applications of bioinformatics to improve plant yield, biomass, and health, and the challenges involved.
Crop Biofortification
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Author : Adnan Noor Shah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-06-03
Crop Biofortification written by Adnan Noor Shah and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-03 with Technology & Engineering categories.
Develop more nutritious crops to aid in the fight against world hunger with this timely volume One in nine people worldwide suffer from hunger or food scarcity. Massively increasing food production is one of the most urgent scientific projects in the modern world, particularly as a changing climate places increasing pressure on the global food supply and on sustainable food production processes. Biofortification is a process in which plant breeding, improved agronomic practices, and/or modern biotechnology are employed to increase nutrient density of crops without sacrificing any of their desirable characteristics. It's an essential tool in the global fight against hunger. Crops Biofortification offers an up-to-the-minute overview of this essential subject and its recent advances. It covers all the latest methodologies and techniques deployed in biofortification, as well as surveying plant responses to genetically induced biofortification and the effect of climate change on biofortified crops. Designed to allow for the application of these techniques at the field level, it's a significant contribution towards the search for a sustainable global food supply. Crops Biofortification readers will also find: Presentation of recent advances in omics, particularly metabolomics, which can decipher potential changes in plants caused by biofortification Detailed discussion of methods for increasing the nutritional content of edible plants to address specific nutritional deficiencies Contributions towards a road map for increasing global food production by 70% before the year 2050 Crops Biofortification is ideal for researchers, policymakers, and professionals interested in the potential biofortification of crop plants, as well as graduate and advanced undergraduate students in agronomy, plant physiology, plant breeding and genetics, agricultural biotechnology, and related fields.
Forest Genomics And Biotechnology
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Author : Isabel Allona
language : en
Publisher: Frontiers Media SA
Release Date : 2019-11-27
Forest Genomics And Biotechnology written by Isabel Allona and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-27 with categories.
This Research Topic addresses research in genomics and biotechnology to improve the growth and quality of forest trees for wood, pulp, biorefineries and carbon capture. Forests are the world’s greatest repository of terrestrial biomass and biodiversity. Forests serve critical ecological services, supporting the preservation of fauna and flora, and water resources. Planted forests also offer a renewable source of timber, for pulp and paper production, and the biorefinery. Despite their fundamental role for society, thousands of hectares of forests are lost annually due to deforestation, pests, pathogens and urban development. As a consequence, there is an increasing need to develop trees that are more productive under lower inputs, while understanding how they adapt to the environment and respond to biotic and abiotic stress. Forest genomics and biotechnology, disciplines that study the genetic composition of trees and the methods required to modify them, began over a quarter of a century ago with the development of the first genetic maps and establishment of early methods of genetic transformation. Since then, genomics and biotechnology have impacted all research areas of forestry. Genome analyses of tree populations have uncovered genes involved in adaptation and response to biotic and abiotic stress. Genes that regulate growth and development have been identified, and in many cases their mechanisms of action have been described. Genetic transformation is now widely used to understand the roles of genes and to develop germplasm that is more suitable for commercial tree plantations. However, in contrast to many annual crops that have benefited from centuries of domestication and extensive genomic and biotechnology research, in forestry the field is still in its infancy. Thus, tremendous opportunities remain unexplored. This Research Topic aims to briefly summarize recent findings, to discuss long-term goals and to think ahead about future developments and how this can be applied to improve growth and quality of forest trees.
Guide To Plant Single Cell Technology
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Author : Jen-Tsung Chen
language : en
Publisher: Elsevier
Release Date : 2024-11-25
Guide To Plant Single Cell Technology written by Jen-Tsung Chen and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-25 with Technology & Engineering categories.
Guide to Plant Single-Cell Technology: Functional Genomics and Crop Improvement summarizes the current status of single-cell technology in plants involving food and energy crops. Presenting methods and applications of emerging high-throughput technologies performed using the single-cell platform it includes an emphasis on single-cell RNA sequencing and eventually towards single-cell omics, which are highly complementary and effective for profiling the plant cell subject to either environmental factors or pathogenic threats. These technologies can advance the exploration of plant physiology as well as precision crop breeding for future anti-stress and high-yield plants and achieve sustainable agriculture.The book covers crop improvement and breeding strategies involving single-cell technology to produce future stress-tolerant and high-yield plants, which have better performances on growth, and development to achieve enhanced production of foods and biomass.Guide to Plant Single-Cell Technology: Functional Genomics and Crop Improvement will be a valuable reference resource for academics and researchers in plant and crop sciences. - Focuses on plant molecular profiling using single-cell technology and the integration with functional genomics - Discusses the current methods and challenges of single-cell RNA sequencing in plants - Summarizes the emerging findings of plant single-cell technology - Presents advanced high-throughput technologies for plant omics
Microbial Communities And Functions Contribute To Plant Performance Under Various Stresses
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Author : Hui Li
language : en
Publisher: Frontiers Media SA
Release Date : 2022-12-02
Microbial Communities And Functions Contribute To Plant Performance Under Various Stresses written by Hui Li and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-02 with Medical categories.
Wheat Disease Resistance Diagnosis Germplasm Mining And Molecular Breeding
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Author : Runsheng Ren
language : en
Publisher: Frontiers Media SA
Release Date : 2024-12-24
Wheat Disease Resistance Diagnosis Germplasm Mining And Molecular Breeding written by Runsheng Ren and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Science categories.
As one of the primary staple crops, wheat feeds around 35% of the world’s population, playing a crucial role in ensuring global food security. Wheat production faces numerous threats, among which pests and diseases cause an estimated 10%-16% loss of global wheat yield. Fortunately, some wheat and its related species carry genes that allow for resistance to one or more diseases during the growing period. How to identify, locate and clone these resistance genes is one of the important keys to rapid and effective wheat breeding for disease-resistant varieties. The utilization of excellent germplasm resources and the cultivation of new varieties cannot be separated from the development of key technologies. Recent innovations in genomic tools have made it possible to edit the susceptible genes in crops, opening up new opportunities in molecular breeding for disease-resistant varieties. Meanwhile, further development of crop variety identification and screening systems to achieve disease-resistant variety isolation and evaluation in a high-precision, high-sensitivity, and high-throughput manner can provide effective technical support for accelerating disease-resistant wheat breeding.