Progress and Prospects of Marker Assisted Backcrossing As a Tool in Crop Breeding Programs
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Abordagem Bayesiana Na Avaliação Genética De Plantas Perenes E Modelos Lineares Generalizados Aplicados Na Seleção De Cultivares E No Mapeamento De Qtls
FREDDY LUIS MORA POBLETE Abordagem bayesiana na avaliação genética de plantas perenes e modelos lineares generalizados aplicados na seleção de cultivares e no mapeamento de QTLs MARINGÁ PARANÁ – BRASIL OUTUBRO DE 2008 FREDDY LUIS MORA POBLETE Abordagem bayesiana na avaliação genética de plantas perenes e modelos lineares generalizados aplicados na seleção de cultivares e no mapeamento de QTLs Tese apresentada à Universidade Estadual de Maringá como parte das exigências do Programa de Pós-Graduação em Genética e Melhoramento, para obtenção do título de Doutor. MARINGÁ PARANÁ – BRASIL OUTUBRO DE 2008 Dados Internacionais de Catalogação-na-Publicação (CIP) (Biblioteca Central - UEM, Maringá – PR., Brasil) Mora Poblete, Freddy Luis M827a Abordagem bayesiana na avaliação genética de plantas perenes e modelos lineares generalizados aplicados na seleção de cultivares e no mapeamento de QTLs / Freddy Luis Mora Poblete. -- Maringá, 2008. 151 f. : il. Orientador : Prof. Dr. Carlos Alberto Scapim. Tese (doutorado) - Universidade Estadual de Maringá, Programa de Pós-graduação em Genética e Melhoramento, 2008. 1. Bioestatística - Modelos Lineares Generalizados. 2. Bioestatística - Avaliação genética. 3. Plantas - Melhoramento - Mapeamento QTLs. 4. Plantas - Melhoramento - Inferência Bayesiana. 5. Plantas - Melhoramento - Análise longitudinal. 6. Bioestatística - Inferência Bayesiana. I. Universidade Estadual de Maringá. Programa de Pós-graduação em Genética e Melhoramento. II. Título. CDD 21.ed. 576.58 Permitida a cópia total ou parcial deste documento, desde que citada a fonte. (O autor) DEDICO Aos meus filhos, Javiera Ignacia e Felipe Andrés, cujas especiais presenças me motivam a tentar ser cada dia melhor. A Juanita Bruneau, pelo fundamental apoio nesta iniciativa. Aos meus pais, José Mora e Silvia Poblete, e ao meu irmão, Carlitos, por fazerem parte de minha vida. -
Crossbreeding Systems for Small Beef Herds
~DMSION OF AGRICULTURE U~l_}J RESEARCH &: EXTENSION Agriculture and Natural Resources University of Arkansas System FSA3055 Crossbreeding Systems for Small Beef Herds Bryan Kutz For most livestock species, Hybrid Vigor Instructor/Youth crossbreeding is an important aspect of production. Intelligent crossbreed- Generating hybrid vigor is one of Extension Specialist - the most important, if not the most ing generates hybrid vigor and breed Animal Science important, reasons for crossbreeding. complementarity, which are very important to production efficiency. Any worthwhile crossbreeding sys- Cattle breeders can obtain hybrid tem should provide adequate levels vigor and complementarity simply by of hybrid vigor. The highest level of crossing appropriate breeds. However, hybrid vigor is obtained from F1s, sustaining acceptable levels of hybrid the first cross of unrelated popula- vigor and breed complementarity in tions. To sustain F1 vigor in a herd, a a manageable way over the long term producer must avoid backcrossing – requires a well-planned crossbreed- not always an easy or a practical thing ing system. Given this, finding a way to do. Most crossbreeding systems do to evaluate different crossbreeding not achieve 100 percent hybrid vigor, systems is important. The following is but they do maintain acceptable levels a list of seven useful criteria for evalu- of hybrid vigor by limiting backcross- ating different crossbreeding systems: ing in a way that is manageable and economical. Table 1 (inside) lists 1. Merit of component breeds expected levels of hybrid vigor or het- erosis for several crossbreeding sys- 2. Hybrid vigor tems. 3. Breed complementarity 4. Consistency of performance Definitions 5. Replacement considerations hybrid vigor – an increase in 6. -
PLANT BREEDING David Luckett and Gerald Halloran ______
CHAPTER 4 _____________________________________________________________________ PLANT BREEDING David Luckett and Gerald Halloran _____________________________________________________________________ WHAT IS PLANT BREEDING AND WHY DO IT? Plant breeding, or crop genetic improvement, is the production of new, improved crop varieties for use by farmers. The new variety may have higher yield, improved grain quality, increased disease resistance, or be less prone to lodging. Ideally, it will have a new combination of attributes which are significantly better than the varieties already available. The new variety will be a new combination of genes which the plant breeder has put together from those available in the gene pool of that species. It may contain only genes already existing in other varieties of the same crop, or it may contain genes from other distant plant relatives, or genes from unrelated organisms inserted by biotechnological means. The breeder will have employed a range of techniques to produce the new variety. The new gene combination will have been chosen after the breeder first created, and then eliminated, thousands of others of poorer performance. This chapter is concerned with describing some of the more important genetic principles that define how plant breeding occurs and the techniques breeders use. Plant breeding is time-consuming and costly. It typically takes more than ten years for a variety to proceed from the initial breeding stages through to commercial release. An established breeding program with clear aims and reasonable resources will produce a new variety regularly, every couple of years or so. Each variety will be an incremental improvement upon older varieties or may, in rarer circumstances, be a quantum improvement due to some novel gene, the use of some new technique or a response to a new pest or disease. -
Expectation of Means and Variances of Backcross Individuals and Their
Heredity 59 (1987) 105—115 The Genetical Society of Great Britain Received 2 October 1986 Expectation of means and variances of testcrosses produced from F2 and backcross individuals and their selfed progenies A. E. Meichinger Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, P.O. Box 70 05 62, D-7000 Stuttgart 70, F.R.G. A biometrical genetic model is presented for the testcross performance of genotypes derived from a cross between two pure-breeding lines. The model is applied to obtain the genetical expectations of first andseconddegree statistics of testcrosses established from F2, first and higher backcross populations and their selfing generations. Theoretically, the testcross mean of these populations is expected to be a linear function of the percentage of germplasm from each parent line in the absence of epistasis. In both F2 and backcross populations, the new arising testcross variance between sublines is halved with each additional generation of selfing. Special consideration is given to the effects of linkage and epistasis, and tests for their presence are provided. The results are discussed with respect to implications in "second cycle" breeding. It is concluded that the choice of base populations between F2 and first backcrosses can be made on the distributions of testerosses from the first segregating generation. Schnell's (1983) "usefulness" criterion is recommended for choosing the optimum type of base population. INTRODUCTION solution to the problem of choosing the most promising lines for improving the parents of a Inan advanced stage of hybrid breeding e.g., in single cross. Theoretical results for comparing F2 maize (Zea mays L.), new lines are predominantly and backcross populations with regard to per se developed either from advanced populations performance were provided by Mather, Jinks and undergoing recurrent selection or from ad hoc co-workers (see Mather and Jinks, 1982). -
Selective Breeding of Arabian and Thoroughbred Racehorses in Algeria: Perceptions, Objectives and Practices of Owners-Breeders
Revista Brasileira de Zootecnia © 2014 Sociedade Brasileira de Zootecnia ISSN 1806-9290 R. Bras. Zootec., 43(4):188-196, 2014 www.sbz.org.br Selective breeding of Arabian and Thoroughbred racehorses in Algeria: perceptions, objectives and practices of owners-breeders Safia Tennah1,2, Frédéric Farnir1, Nacerredine Kafidi2,4, Ibrahim Njikam Nsangou1, Pascal Leroy1,3, Nicolas Antoine-Moussiaux1,3 1 Department of Animal Production, Unit of Genetics, Biostatistics and Rural Economics, Faculty of Veterinary Medicine, University of Liege, Liege, Belgium. 2 School Veterinary National Superior of Algiers, Algiers, Algeria. 3 Tropical Veterinary Institute, Faculty of Veterinary Medicine, University of Liege, Liege, Belgium. 4 Canadian Food Inspection Agency, Ottawa, Canada. ABSTRACT - This survey, conducted with 461 racehorse owners-breeders in Algeria between 2009 and 2011, investigates their perceptions, objectives and practices regarding selective breeding. Racehorse breeding is a full-time professional activity for a third of interviewees. The holdings are small-sized with 77% owning one or two mares. The regular practice of mating is here used to categorize breeders according to their degree of professionalization (38.4% professional vs. 61.6% occasional breeders). Experience in the sector was also used to classify breeders, considering as “junior” the breeders under 10 years experience (38.8%) and as “senior” those above 10 years (61.2%). More than professionalization, experience shows a significant impact on practices and objectives. Thus, -
Basic Horse Genetics
ALABAMA A&M AND AUBURN UNIVERSITIES Basic Horse Genetics ANR-1420 nderstanding the basic principles of genetics and Ugene-selection methods is essential for people in the horse-breeding business and is also beneficial to any horse owner when it comes to making decisions about a horse purchase, suitability, and utilization. Before getting into the basics of horse-breeding deci- sions, however, it is important that breeders under- stand the following terms. Chromosome - a rod-like body found in the cell nucleus that contains the genes. Chromosomes occur in pairs in all cells, with the exception of the sex cells (sperm and egg). Horses have 32 pairs of chromo- somes, and donkeys have 31 pairs. Gene - a small segment of chromosome (DNA) that contains the genetic code. Genes occur in pairs, one Quantitative traits - traits that show a continuous on each chromosome of a pair. range of phenotypic variation. Quantitative traits Alleles - the alternative states of a particular gene. The usually are controlled by more than one gene pair gene located at a fixed position on a chromosome will and are heavily influenced by environmental factors, contain a particular gene or one of its alleles. Multiple such as track condition, trainer expertise, and nutrition. alleles are possible. Because of these conditions, quantitative traits cannot be classified into distinct categories. Often, the impor- Genotype - the genetic makeup of an individual. With tant economic traits of livestock are quantitative—for alleles A and a, three possible genotypes are AA, Aa, example, cannon circumference and racing speed. and aa. Not all of these pairs of alleles will result in the same phenotype because pairs may have different Heritability - the portion of the total phenotypic modes of action. -
Animal Breeding from Infinitesimal Model to Mas: the Case of a Backcross Design in Dairy Sheep (Sarda X Lacaune) and Its Possible Impact on Selection
MARKER ASSISTED SELECTION: A FAST TRACK TO INCREASE GENETIC GAIN IN PLANT AND ANIMAL BREEDING? SESSION II: MAS IN ANIMALS ANIMAL BREEDING FROM INFINITESIMAL MODEL TO MAS: THE CASE OF A BACKCROSS DESIGN IN DAIRY SHEEP (SARDA X LACAUNE) AND ITS POSSIBLE IMPACT ON SELECTION G. Pagnacco and A. Carta [email protected] [email protected] Summary Despite the great advancements achieved by quantitative techniques, selection in some species and for some traits, as in dairy sheep, can be very expensive and requires great efforts. In this paper we review the options offered by quantitative methods and by marker-assisted selection and we discuss the possible impact of a QTL detection design based on a backcross experimental population (Sarda X Lacaune) on sheep breeding. Keywords Infinitesimal model, Quantitative Trait Loci, Marker-assisted selection, dairy sheep, Backcross Design Abstract Selection under the infinitesimal model Standard animal breeding techniques have been largely successful in improving the performance of domestic animals in the last century. The success of these techniques finds its roots in the theoretical work of Fisher and Wright who showed how selection, migration and mutation could be derived from the simple Mendelian laws. All that theory was then transferred into the operational application in animal breeding by J. L. Lush (Animal Breeding Plans, 1945) and by his many “sons” and “grandsons”. In more recent times another landmark book, Introduction to Quantitative Genetics, (Falconer, 1960) probably represents the official birth of the quantitative genetics in plant and especially animal breeding. Plant and animal breeding have based their tools of investigation on this “central paradigm for the analysis of phenotypic variation” (Lynch and Walsh, 1998) even if their methods have radically diverged probably because of the different population structure in crop and domestic animals. -
Introduction to Breeding and Genetics
Introduction to Breeding and Genetics Lecture1 GENE 251 / 351 School of Environment and Rural Science (Genetics) GENE 251 / 351 • Unit Objectives – to introduce students to applied genetics – basic understanding in plant and animal breeding – be aware of new technologies affecting these disciplines • Teaching Outcomes – demonstrate an understanding of applied genetics – show an understanding of applications of animal and plant breeding – demonstrate awareness of new technologies affecting these disciplines Animal and Plant Breeding • Refers to genetic change – with aim to improve – (breeding not simply as ‘reproduction’) • Mainly based on quantitative genetics – Measurement of traits – Polygenic model Don’t underestimate the power of genetics ! Traditional (historical) Breeding • Gradual (but dramatic) genetic change over long time periods (100’s years) via observation and selective breeding Slide from Peter Parnell (Angus Assoc) Traditional (historical) Breeding • Use of Pedigree Information – things could get complicated Slide from Peter Parnell (Angus Assoc) Selection experiments: Trangie growth research How much change can we achieve in 20 years of selection? high control 2-3σp low Source Parnell et al 1997 Courtesy: Peter Parnell Animal breeding in a nutshell Where to go? Breeding objectives How to get there? Quantitative genetics • Measurement of Traits: Which traits, Which animals? Pedigree and DNA testing • Genetic Evaluation: Prediction of Breeding Value • Reproductive technology? AI. MOET, JIVET, sexing Getting there Implementation -
Anp309 Genetics and Breeding
COURSE GUIDE ANP309 GENETICS AND BREEDING Course Team Professor G.O. Okagbare (Writer) – NOUN NATIONAL OPEN UNIVERSITY OF NIGERIA ANP309 COURSE GUIDE National Open University of Nigeria Headquarters University Village Plot 91, Cadastral Zone, Nnamdi Azikiwe Express way Jabi, Abuja Lagos Office 14/16 Ahmadu Bello Way Victoria Island, Lagos e-mail: [email protected] website: www.nou.edu.ng Published by National Open University of Nigeria Printed 2012 ISBN: All Rights Reserved ii ANP 309 COURSE GUIDE Introduction……………………………………………… 1 What you will Learn in this Course……………………... 1 Course Aims……………………………………………... 1 Course Objectives……………………………………….. 1 Working through this Course…………………………… 2 Course Materials………………………………………… 2 Study Units………………………………………………. 2 Textbooks and References………………………………. 3 Assessment………………………………………………. 4 Tutor-Marked Assignment………………………………. 4 Final Examination and Grading…………………………. 4 Summary…………………………………………………. 4 iii ANP309 COURSE GUIDE Introduction Genetics and Breeding is a two- credit unit course designed for students offering Agriculture and Agriculture- related courses at the National Open University of Nigeria. This course involves the study of basic genetic principles and applying these principles to crop and animal improvement. What you will Learn in this Course Genetics and Breeding introduces you to the rudiments of genetics and breeding. This Course Guide tells you what the course is all about, what course materials you will be using and gives you guidance in respect of TMA (Tutor-Marked Assignment) which will be made available in the assignment file. Please attend tutorial sessions. Course Aim The course aim is to provide students with basic knowledge of genetics and breeding of crops and animals. Course Objectives To achieve the aims set out, the course has a set of objectives which are set out as specific objectives under each unit. -
3.2 Plant and Animal Breeding
3.2 Plant and Animal breeding Plant and animal breeding by manipulation of heredity: for improved plant crops, improved animal stock, to support sustainable food production. Give examples of desirable characteristics that could be selected for in breeding Plant Animal BREEDING PLANTS AND ANIMALS We are learning to • Identify what characteristics in plants and animals humans might be interested in selecting for breeding. • Describe how to set up a field trial • Identify the reasons for certain procedures during a field trial. I can…. • List what characteristics humans breed plants and animals for • Identify why a selection of treatments, a number of replicates and randomisation of samples is required in field trials. Why breed plants and animals? New and improved plant cultivar plant/animal breed 1. Increased plant yield 2. Increased nutritional value 3. Increased pest resistance 4. Increased disease resistance 5. Ability to thrive in cold, damp climate Field Trials Field Trials Carried out in a range of environments to compare the performance of a) Different cultivars b) Different treatments c) GM Crops Field Trials Divided into equal sized portions called plots. Designing a Field Trial 4 Key principles 1. Selection of treatments to be used. 2. Number of replicates to be included. 3. Randomisation of treatments. 4. Repeats in other environment 1. Selection of treatments • High concentration of fertilisers • Low concentration of fertilisers • No fertilisers Ensures fair comparison 2. Number of Replicates Uncontrolled variability exists due to experimental error. Having a minimum 3 replicates set up allows us to take account of natural variability Designing a Field Trial Treatment Replicate 1 Replicate 2 Replicate 3 High fertiliser 80% growth 83% growth 77% growth concentration Low fertiliser 65% growth 56% growth 58% growth concentration Control (no 23% growth 29% growth 12% growth fertiliser) 3. -
Marker Assisted Selection in Comparison to Conventional Plant Breeding: Review Article
Review Article Agri Res & Tech: Open Access J Volume 14 Issue 2 - February 2018 Copyright © All rights are reserved by Melese Lema DOI: 10.19080/ARTOAJ.2018.14.555914 Marker Assisted Selection in Comparison to Conventional Plant Breeding: Review Article Melese Lema* Assistant Crop Improvement Researcher At Southern Agricultural Research Institute, Ethiopia Submission: January 18, 2018; Published: February 28, 2018 *Corresponding author: Melese Lema, Assistant Crop Improvement Researcher At Southern Agricultural Research Institute, PO Box 06, Hawassa, Ethiopia, Email: Abstract Although significant strides have been made in crop improvement through phenotypic selections for agronomical important traits, wasconsiderable therefore difficulties greeted with are great often enthusiasm encountered as during it was seenthis process. as a major A new breakthrough variety in promisingconventional to overcomebreeding could this key take limitation. 8 to 10 years Marker to develop.assisted Breeders are very interested in new technologies to speed up this process or make it more efficient. The development of molecular markers costs and optimized strategies for integrating MAS with phenotypic selection are needed before the technology can reach its full potential. Overall, markerselection assisted is likely selection to become has more proven valuable to be a as very a larger useful number technique of genesin plant are breeding. identified Through and their these functions techniques, and interactions plant breeders elucidated; have been Reduced able to technology. produce cultivars of agriculturally significant plants with genes for resistance to many diseases that were not possible before the advent of DNA Introduction to detect associations with traits of interest John & Andrea [2], Plant breeding is the art and science of changing the traits of plants in order to produce desired characteristics and it can a reality. -
Application of a Simplified Marker-Assisted Backcross
Biologia 69/4: 463—468, 2014 Section Botany DOI: 10.2478/s11756-014-0335-2 Application of a simplified marker-assisted backcross technique for hybrid breeding in rice Zhijuan Ji1,3,JianyaoShi2, Yuxiang Zeng1,QianQian1,3* & Changdeng Yang1* 1State Key Lab of Rice Biology, China National Rice Research Institute, Hangzhou 310006,China; e-mail: [email protected]; [email protected] 2Seed Management Station of Zhejiang Province, Hangzhou 310020,China 3College of Agronomy, Shengyang Agricultural University, Shenyang 110866,China Abstract: Hybrid rice has contributed greatly to the self-sufficiency of the food supply in China. However, bacterial blight is a major disease that limits hybrid rice production in China. The study was conducted to develop an efficient breeding technique to improve the bacterial blight resistance in hybrid rice. A marker-assisted backcross breeding technique was adopted to improve HN189, an elite restorer line containing the Pi1 gene. This breeding technique was simplified to fore- ground selection with only one generation of backcrossing and background selection based on phenotypic selection. A novel bacterial blight resistance gene, Xa23, was introgressed into HN189. Two improved restorer lines, HBH145 (with one gen- eration of backcrossing) and HBH146 (with two generations of backcrossing), were obtained that had a significant bacterial blight resistance advantage over HN189. The corresponding hybrid combination Tianyou H145 (Tianfeng A / HBH145) was certified one year earlier than Qianyou H146 (Qianjiang 1A / HBH146). The use of the marker-assisted backcross breeding technique with one generation of backcrossing and without background selection in rice breeding programs shortened the breeding period of the rice. Key words: bacterial blight resistance; hybrid rice; marker-assisted backcross breeding; Xa23 gene Introduction sources for three-line hybrid breeding programs (Huang et al.