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Genomic Selection in Plants

Author : Ani A. Elias
Publisher : CRC Press
Page : 233 pages
File Size : 48,45 MB
Release : 2022-08-18
Category : Science
ISBN : 1000655954

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Genomic selection (GS) is a promising tool in the field of breeding especially in the era where genomic data is becoming cheaper. The potential of this tool has not been realized due to its limited adaptation in various crops. Marker Assisted Selection (MAS) has been the method of choice for plant breeders while using the genomic information in the breeding pipeline. MAS, however, fails to capture vital minor gene effects while focusing only on the major genes, which is not ideal for breeding advancement especially for quantitative traits such as yield. The main aim of statistical methodologies coming under the umbrella of GS on using the whole genome information is to predict potential candidates for breeding advancement while optimizing the use of resources such as land, manpower, and most importantly time. Lack of proper understanding of the methods and their applications is one of the reasons why breeders shy away from this tool. The book is meant for biologists, especially breeders, and provides a comprehensive idea of the statistical methodologies used in GS, guidance on the choice of models, and design of datasets. The book also encourages the readers to adopt GS by demonstrating the current scenarios of these models in some of the important crops among oilseeds, vegetables, legumes, tuber crops, and cereals. For ease of implementation of GS, the book also provides hands-on scripts on GS data design and modeling in a popular open-source statistical program. Additionally, prospective in GS model development and thereby enhancement in crop improvement programs is discussed.

Crop Breeding, Genetics and Genomics

Author : Ayden Spears
Publisher :
Page : 219 pages
File Size : 34,66 MB
Release : 2019-06-07
Category :
ISBN : 9781682866955

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The study of genes, variation and heredity explored under the fields of genetics and genomics has wide applications in crop science. Crop breeding is used for improving the quality of food for humans and animals. It is accomplished using techniques of classical plant breeding and complex molecular techniques. New varieties of crops that are more productive, have higher climatic adaptability and disease resistance are being developed to optimize agricultural productivity. Modern biotechnological tools of marker-assisted selection, double haploids, reverse breeding and genetic modification are evolving methodologies of crop breeding. This book is a compilation of chapters that discuss the most vital concepts and emerging trends in the science of crop breeding, especially from the perspective of genetic and genomic studies. Multiple approaches, evaluations and methodologies have been included in this book to cover the recent advances in this field. It will be beneficial to experts and students seeking detailed information in this domain.

Genomics of Plant Genetic Resources

Author : Roberto Tuberosa
Publisher : Springer Science & Business Media
Page : 517 pages
File Size : 43,43 MB
Release : 2013-12-23
Category : Science
ISBN : 940077575X

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Our lives and well being intimately depend on the exploitation of the plant genetic resources available to our breeding programs. Therefore, more extensive exploration and effective exploitation of plant genetic resources are essential prerequisites for the release of improved cultivars. Accordingly, the remarkable progress in genomics approaches and more recently in sequencing and bioinformatics offers unprecedented opportunities for mining germplasm collections, mapping and cloning loci of interest, identifying novel alleles and deploying them for breeding purposes. This book collects 48 highly interdisciplinary articles describing how genomics improves our capacity to characterize and harness natural and artificially induced variation in order to boost crop productivity and provide consumers with high-quality food. This book will be an invaluable reference for all those interested in managing, mining and harnessing the genetic richness of plant genetic resources.

Key Notes on Genetics and Plant Breeding

Author : Dr. Venkata R. Prakash Reddy Venkata R. Prakash Reddy
Publisher : Daya Publishing House
Page : 492 pages
File Size : 31,86 MB
Release : 2016-01-01
Category : Education
ISBN : 9789351308904

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Genetics is the study of genes, heredity, and genetic variation in living organisms while plant breeding is the art and science of changing the traits of plants in order to produce desired characteristics. The fundamental discoveries of Darwin and Mendel established the scientific basis for plant breeding and genetics at the turn of the 20th century. Trait inheritance and molecular inheritance mechanisms of genes are still a primary principle of genetics in the 21st century, but modern genetics has expanded beyond inheritance to studying the function and behavior of genes. The recent integration of advances in biotechnology, genomic research, and molecular marker applications with conventional plant breeding practices has created the foundation for molecular plant breeding. The present book entitled "Key notes on Genetics and Plant Breeding" has been designed to provide a simple umbrella for the multidisciplinary field of modern plant breeding that combines molecular tools and methodologies with conventional approaches for crop improvement. The topics mainly covered includes general genetics, genome organization of crop plants, cytogenetics of crop plants, reproduction and pollination methods, plant breeding methods, population and quantitative genetics principles, biometrical genetics, plant breeding for stress resistance and nutrional quality, genetic engineering and biotechnological tools in plant breeding, plant genetic resources and their regulatory system, seed- classes and certification, economic botany and medicinal plants and Statistical methods and field plot techniques. Hope this volume would be useful for graduate and post graduate students of Agriculture and Biology in all Indian Universities. This will also be useful for those appearing in Competitive examinations such as Agricultural Research Services of the Indian Council of Agricultural Research, National Eligibility Test, Civil Services Examination and other allied examinations.

An Introduction to Plant Breeding

Author : Jack Brown
Publisher : John Wiley & Sons
Page : 314 pages
File Size : 23,36 MB
Release : 2011-08-26
Category : Technology & Engineering
ISBN : 1444357700

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Plants have been successfully selectively bred for thousands of years, culminating in incredible yields, quality, resistance and so on that we see in our modern day crops and ornamental plants. In recent years the techniques used have been rapidly advanced and refined to include molecular, cell and genetic techniques. An Introduction to Plant Breeding provides comprehensive coverage of the whole area of plant breeding. Covering modes of reproduction in plants, breeding objectives and schemes, genetics, predictions, selection, alternative techniques and practical considerations. Each chapter is carefully laid out in a student friendly way and includes questions for the reader. The book is essential reading for all those studying, teaching and researching plant breeding.

Molecular Plant Breeding

Author : Yunbi Xu
Publisher : CABI
Page : 754 pages
File Size : 45,73 MB
Release : 2010
Category : Science
ISBN : 1845933923

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Recent advances in plant genomics and molecular biology have revolutionized our understanding of plant genetics, providing new opportunities for more efficient and controllable plant breeding. Successful techniques require a solid understanding of the underlying molecular biology as well as experience in applied plant breeding. Bridging the gap between developments in biotechnology and its applications in plant improvement, Molecular Plant Breeding provides an integrative overview of issues from basic theories to their applications to crop improvement including molecular marker technology, gene mapping, genetic transformation, quantitative genetics, and breeding methodology.

Genetics And Plant Breeding

Author : L.D. Vijendra Das
Publisher : Guernica Editions
Page : 400 pages
File Size : 32,10 MB
Release : 2006
Category : Plant breeding
ISBN : 9788122415759

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The Book Has Been Carefully Planned For The Requirement Of Students Of Botany Or Agricultural Botany And Also To The Plant Breeders. The Book Covers Ugc Syllabus In A Detailed Manner. The First Part Of The Book Deals With Genetics, Starting With Mendelian Experiments And Principles. The Subsequent Chapters Like Multiple Allelism, Multiple Factor Hypothesis, Linkage, Sex Chromosomes, Maternal Influence, Alterations In Genetic Make Up, Types Of Plant Reproduction, Methods Of Plant Improvement, Mutations, Laboratory Exercises Have Been Dealt In Details.The Second Part Starts Simply With Plant Breeding Concepts Of Ideotype And Gradually Advances To Genotype X Environment Interaction, Stress And Drought Conditions And Various Problems In The Breeding Strategy In Later Chapters. The Book Also Deals With Fundamental Study Like Plant Genetic Resources And Inter Specific Crosses Including Evolution Of Polyploid Crops. With The Advancement Of Science, The Book Also Deals Further With Somaclonal Variation, Genetic Manipulation, Gene Transfers And Also Nucleic Acid Hybridization. The Rflp Technique Is Gaining Importance Now-A-Days And Hence A Detailed Account Has Been Given In The Last Chapter.

Smart Plant Breeding for Field Crops in Post-genomics Era

Author : Devender Sharma
Publisher : Springer
Page : 0 pages
File Size : 28,84 MB
Release : 2023-05-09
Category : Science
ISBN : 9789811982170

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This book emphasizes on cutting-edge next-generation smart plant breeding approaches for maximizing the use of genomic resources generated by high-throughput genomics in the post-genomic era. Through this book the readers would learn about the recent development in the genomic approaches such as genotype by sequencing (GBS) for genomic analysis (SNPs, Single Nucleotide Polymorphism), whole-genome re-sequencing (WGRS) and RNAseq for transcriptomic analysis (DEGs, Differentially Expressed Genes). To maximize the genetic gains in the cereal/food crops, the book covers topics on transgenic breeding, genome editing, high-throughput phenotyping, reliable/precision phenotyping and genomic information-based analysis. In the era of climate change and the ever-increasing population, food security and nutritional security are the primary concern of plant breeders, growers, and policymakers to address the UN’s sustainable development goals. Chapters of this book cohere around these goals and covers techniques such as (QTL mapping, association studies, candidate gene identification), omics, RNAi [through micro RNA (miRNA), small interfering RNA (siRNA) and artificial micro RNA (amiRNA)]. It also covers other genomic techniques like antisense technology, genome editing (CRISPR/cas9, base editing) and epigenomics that assist the crop improvement programmes to fulfil the UNs sustainable development goals. It explores the influence of rapidly available sequencing data assisting in the next generation breeding programmes. This volume is a productive resource for the students, researchers, scientists, teachers, public and private sector stakeholders involved in the genetic enhancement of cereal crops.