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PLANT BREEDING : FUNDAMENTALS AND APPLICATIONS

A.K. Sharma
  • Country of Origin:

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    NIPA

  • eISBN:

    9789391383886

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    EBook

  • Language:

    English

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Plant breeders employ a variety of techniques to improve the genetic composition of the crop and a successful strategy is dependent on the physical, physiological and hereditary characteristics of the plant.

The book Plant Breeding Fundamentals and its Applications has been written in a condensed form for easy understanding to the students. Each chapter has been laid out very carefully.

0 Start Pages

Preface Plant breeding involves the systematic production of crop populations exhibiting genetic segregation and selection within that population to establish lines with favorable allele combinations. In case of cross-pollinating crop plants this is accomplished by recurrent selection of heterozygous plants, whereas for self-pollinating crops, pure-line breeding and other breeding approaches are preferred. Breeding of vegetatively-propagating species presents special challenges and relies heavily on culture techniques and induction of somatic mutations. Wide hybridizations, tissue culture and mutagenesis are employed by breeders to generate new alleles and broaden available genetic resources. Molecular markers are used to assist breeders through marker-assisted selection and to identify quantitative trait loci (QTL) for traits of interest. Transgenic technologies are being increasingly used as a rapid, targeted means of introducing new genes, or introducing desirable novel alleles. A number of exquisite knowledge books on plant breeding are available which provide sufficient knowledge about various aspects of plant breeding. However, purpose of this book is to compile and provide the up-to-date information about various principles and their implication in plant breeding. The contents of this book are dealt with in 20 chapters, which cover a wide range of topics. I have consulted a large number of available books, research papers, review articles and the material available at internet on plant breeding. The ultimate credit of those endeavors should go to all the esteemed authors and scientists whose valuable contribution and inputs has been included in this book. Thus this book would serve not only undergraduate but postgraduate students of plant breeding and agricultural botany of various universities. My sincere acknowledgement to my Ph.D. students, Swarnlata, Sneha Gupta, Komal Shekhawat and Ramandeep Kaur for providing me necessary help for checking the manuscript. Lastly, I acknowledge very sincere encouragements to my wife Mrs. (Dr.) Archana Sharma.

 
1 Plant Breeding and Its Objectives

Plant breeding is the art and science of changing and improving the heredity of plants. The art of plant breeding lies in the breeder’s skill in observing and selection of superior plants. The value of selection largely depends upon the skill of the breeder. The skill that a breeder develops though a close and deep study of the concerned crop species. Before the rediscovery of the Mendelian Laws in 1900 AD, the plant breeding is as an art. The modern age of plant breeding began in the early part of the twentieth century, after Mendel’s work was rediscovered. Today plant breeding is a specialized technology based on genetics. It is now clearly understood that within a given environment, crop improvement has to be achieved through superior heredity. Plant breeding developed into a science as knowledge progressed towards the genetics, cytogenetic, physiology, pathology, biochemistry, biotechnology and biometry. The fundamental of plant breeding was based on recognition of the genes. The genes were identified by their effects on the visible expression of plant traits such as whether a plant was a dwarf or tall, or the flower color was white or pink. Through systematic hybridization, a desirable gene could be transferred from one to another cultivar. More recently the science of molecular genetics proposes to advance plant breeding. Molecular genetics was ushered in with the description of chemical structure of deoxy-ribonucleic acid (DNA), the material that constitutes the genes. DNA carries the instructions for synthesis of specific proteins that determine the visible expression of particular characters. The new technology does not supplant nor diminish the importance or need for traditional selection and crossing procedures in the breeding of improved cultivars. The performance of today’s cultivars reached at high levels through refined selection and hybridization breeding procedure. The early developments in plant breeding that took place are based on archaeological evidence. The first efforts to grow wild plants probably occurred in Southeast Asia culminated in the domestication of some of the many plants with which humans experimented in 13000 BC. By 10000 BC, advanced knowledge existed of such plants as rice (Oryza sativa), several legumes such as pea (Pisum sativum), runner bean or broad bean (Phaseolus or Vicia spp.) and possibly soybean (Glycine max). At this point crops became domesticated. Although the beginning of civilization in China and Southeast Asia are obscure and fragmented. The number of successful species domesticated indicates considerable success in plant breeding. The third site of independent agricultural development and plant breeding was in south-central Mexico between 6700 and 5000 BC. Squash and avocados were domesticated first and a number of species of maize. Domestication in the Middle East and China included the self-fertilized crop like cereals and soybean.

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2 Centers of Origin

Centre of origin are also known as centre of diversity. N. I. Vavilov in 1926 has proposed that crop plants evolved from wild species in the areas showing diversity and termed them as primary centers of origin. Primary centers, crops moved to other areas with the movements of man. But in some areas, certain crop species show considerable diversity of forms although they did not originate there. Such areas are known as secondary centers of origin of these species. Genetic diversity is essential for crop improvement. Vavilov has suggested eight main centers of origin of crop plants. 1. Chinese Centre This centre is considered to be one of the earliest and largest independent center of origin of cultivated plants. This centre includes mountain regions of central and western China. The endemic species listed from this centre include, soya bean, radish, turnip, pear, peach, plum, colocasia, buckwheat, opium poppy, brinjal, apricots, oranges, china tea etc. 2. Himalayan Centre This centre is also known as the Indian centre of origin. This centre includes regions of Assam, Burma, Indo-china and Malayan Archipelago. The crops originated from this centre are rice, red gram, chick pea, pea, mung, brinjal, cucumber, sugar cane, black pepper, moth bean, rice bean, cotton, turmeric, indigo, millets etc.

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3 Crop Genetic Resources and Introduction

Germplasm is the sum total of all the genes and their alleles present in a crop and its related species. Germplasm is also termed as genetic resources. It may be release as a variety, subjected to selection for developing a variety, and may be used as a parent in hybridization programme. They may be obtained from gene banks, center of diversity, gene sanctuary, farmer's field and seed companies. Types of Germplasm 1. Land races These are primitive varieties/cultivars. They are storehouse of genetic variability. Land races were first collected and studies by N.I.Vavilov in rice. They are the source of development of varieties in many valuable crops. 2. Obsolete varieties The improved varieties of recent past are called as obsolete varieties. These varieties were breed by systematic breeding methods, were once commercially cultivated, but are no more grown. For example, wheat varieties K65, Ph591, many NP series etc.

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4 Apomixis in Plant Breeding

Apomixis is an asexual method of reproduction through the seed. Apomictic reproduction is widespread and found in over 300 species of plants in 30 families. Interest in apomixis as a reproductive mechanism has increased as its potential and role are being recognized in genome preservation, polyploid build up, propagation of derivatives of wide crosses, permanent fixation of hybrid vigour, evolution, speciation and plant breeding . Winkler (1906) defined apomixis as “the substitution for sexual reproduction of another asexual reproductive process that does not involve nuclear or cellular fusion.” One of the chief barriers to an understanding of the apomictic phenomenon has been the highly complex terminology as well as the differences of opinion among specialists as to the correct usage of these terms, probably because the phenomenon by itself is complex and in many ways quite different from that of amphimixis. Convincing evidence for the presence of apomixis can be obtained by tracing the steps that are involved in embryonic development. It should be amply clear that as the prerequisite for apomixis, fertilization does not take place at all in any form. Thus there is no normal development of embryo from the egg cell. However, the embryo may develop from an unfertilized egg cell other than the egg cell within the embryo sac. Apomixis is widely distributed among higher plants. More than 300 species belonging to 35 families are apomictic. It is most common in Gramineae, Compositae, Rosaceae and Rutaceae. Among the major cereals like maize, wheat and pearl millet have apomictic relatives.

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5 Male Sterility and It’s Role in Agriculture

Male sterility refers to a condition in which pollen is either absent or non functional or unable to produce functionally viable pollen in flowering plants. Since it was first reported by Kolreuter as early in 1763 that anther abortion occurs naturally in some plant species or in their inter specific crosses, its occurrence was observed in several species. In the 19th century, Gartner (1844) and Herbert (1847) reported the occasional recurrence of anthers rudimentariness or abortion in many ornamental and vegetable crops in normal populations. During the early 20th century, a large number of species were shown to possess male sterility, for example, Suturela hortensis, Lathyrus odoratus, Merculalis annua, Solanum tuberosum, Vitis vinifera, Linnum usitatissimum, Zea mays, Antirrhinum majus, Prunus persicaer and Rubus idaeus. Following the rediscovery of Mendel’s Laws of Inheritance, study of the genetic main basis of inheritance of male sterility attracted the attention of several workers. The main impetus for the study of inheritance of male sterility came from the elucidation of heterosis in maize by G. H. Shull, in 1908 and its exploitation through the use of male sterility by Jones and Clark (1943). The male sterility based scheme of hybrid seed production in corn opened up a new era for the hybrid corn industry as it could overcome the necessity of detasseling of female (parent) lines in the hybrid seed production process. The male sterility may arise due to malformation of male sex organs, lack of normal anther sac, and inability of anthers to release mature pollens, lack of development of normal microspore.

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6 Self-Incompatibility and Its Applications

Self incompatibility in plants is a mechanism preventing the seed set by self pollination, and is probably way in which out crossing is enforced. Other factors may cause selfed seed may not to set seed due to embryo abortion, but SI is prezygotic and prevents embryo formation. SI is, therefore prevention of fusion of fertile male and female gametes after fertilization. Koelreuter first time in 18th century reported S.I in Verbascum phoeniceum plants. In self-incompatible pollen grains fail to germinate on the stigma of the flower that produced them. Self incompatibility has been reported in more than 300 plant species belonging to 70 family of angiosperm. It is important out breeding device (cross pollination) for normal fruit set. It is maintained high degree of heterozygosity and can take place at any stage between pollination and fertilization.

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7 Pollination in Plants

Pollination can be defined as the pre-fertilization event or process where pollen grains from anther are transferred to the stigma of a flower. Pollination is the process that helps to unite the male and female gametes and thus helps in fertilization. It can be broadly classified into two, cross-pollination and self-pollination. 1. Self-Pollination Self-pollination is the process by transferring the pollen grains directly from anther into the stigma of the same flower. It is called as self-pollination. This form of pollination is common in hermaphrodite or dioecious plants which have both male and female sexual organs on the same flower. In self-pollinating flowers, the anthers and stigma are of similar lengths to facilitate the transfer of pollen. Self – pollination can be further divided into two types:

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8 Hybridization Techniques

The mating or crossing between two genetically dissimilar plants or lines is known as hybridization. In other words, hybridization is an artificial controlled pollination in which pollen grains of desired male parent is transferred on the stigma of the desired female parent. Objectives of Hybridization To create genetic variability, which is pre-requisite for crop improvement programme. To transfer one or more characters into single plant. To know the inheritance of the characters. To estimate the general combining ability of the parents and specific combining ability of the crosses. To exploit and utilize the hybrid vigour. To produce hybrid/synthetic varieties.

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9 Breeding Methods for Self Pollinated Crops

The prime object of plant breeder is to develop high yielding variety with superior characteristics. Selection is based on the phenotypes of the plants. Consequently the effectiveness of selection primarily depends on the degree to which the phenotype of plants reflects their genotype. These are all self fertilizing species. In these species development of seed take place by self fertilization. Hence self pollinated species are also known as autogamous species. Various plant characters such as homogamy, cleistogamy, chasmogamy, bisexuality etc. promotes self pollination. The self pollinated crops with their description are given in Table 9.1. The breeding methods used in self and often-self pollinated crops are discussed below: Plant Introduction Plant introduction consists of taking a genotype or a group of genotypes of plants into a new area or region or environment, where they have not being grown earlier. It is very simplest and fastest method of developing new variety. It is of two types:

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10 Breeding Methods for Cross-Pollinated Crops

The genetic organization of cross pollinated crops are different from that of self pollinated crops, because of differences in the reproductive system. Open pollinated populations are heterozygous with free inter mating individuals, heterozygous at most of the loci. Heterozygosity is an essential feature of commercial varieties of out breeders. It is maintained during breeding or is restored at the end. Population improvement involves selection, generation after generation, with recombination of selected individuals. Its aim to increase the frequency of favorable alleles in the population. The improved forms may be used for commercial cultivation or as a base germplasm for the derivation of inbred lines. The list of cross pollinated plants is presented in Table 10.1. The factors that promote the cross pollination are dicliny, dichogamy, herkogamy, self-incompatibility and male sterility. The breeding methods which are commonly used in cross-pollinated crops are population improvement, hybrid and synthetic varieties. Population Improvement In cross pollinated crops heterozygosity must be restored in the end product of any breeding programme. It is classified into the following types:

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11 Botany of Some Important Crops

1. Bread Wheat (Triticum aestivum) Wheat has been traditionally grouped into the genera Triticum in the tribe Tritiaceae of the family Poaceae. Bread wheat, 2n=6x=42 is a hexaploid consisting of three distinct genomic complementary, namely, A, B and D, with the genome structure AABBDD. In the past there were 4 species, viz. Triticum aestivum, T. durum, T. dicoccum and T. sphaerococcum, under cultivation in India. T. sphaerococcum has now practically gone out of cultivation because of its low productivity and high susceptibility to diseases. The major wheat producing countries are China, India, USA, the Russian Federation, and Australia. These five countries together contribute more than half of the global wheat production. In India, Uttar Pradesh has registered the highest production followed by Punjab, Madhya Pradesh, Haryana, Rajasthan and Bihar. These top six states together contributed around 90 per cent of the total wheat production in the country Floral Biology The inflorescence of wheat is known as spikelets. Spikelets are alternately arranged on the rachis; each spikelet’s has a small joint axis which bear two to nine flower known as florets. Close to the base of rachilla are two empty boat shaped bracts known as glumes. Above these inserted alternately on opposite side of the rachilla known as lemma. Opposite it’s a thin membrane bracts known as palea enclosed within the lemma and palea are a single pistil and three steamens. The pistil consists of an ovary bearing two short styles each carrying a feathery stigma. At the base of the ovary are two membranous scales known as lodicules. Each stamen consists of a thread like filament carrying a pollen containing anther.

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12 Heterosis, Inbreeding and System of Mating

The commercial exploitation of heterosis started only after the rediscovery of Mendel’s law of inheritance and consequent understanding of the theoretical basis of hybrid vigour. Heterosis is considered as a major revolution in classical plant breeding era. Utilization of heterosis has substantial influence in genetics to provide hybrid vigour, consequently high yielding hybrids in different crops and plants. Yield increase from heterotic hybrids due to the expression of heterosis is up to 30% superior to conventional varieties. The term heterosis was first used by Shull (1914) and represents the increase or decrease in fitness and vigour of the F1 hybrid over the mean or mid parent values, produced by crossing two genetically different individuals for one or more traits. Generally, positive heterosis is desirable but in some cases like maturity duration and presence of toxic substances, negative heterosis is condiderable as desirable. Heterosis can be estimated in three different ways. When the heterosis is estimated over mid parent, it is called as relative heterosis or mid parent heterosis. Estimation of heterosis over better parent out of the two parents involved in the cross is referred as “Heterobeltiosis”, the term which was coined by Fonseca and Patterson (1968). “Standard Heterosis”, often called as useful heterosis which was coined by Meredith and Bridge (1972) and denotes the superiority of F1 over the standard commercial check.

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13 Hybrid and Synthetic Varieties

Hybrids are produced by crossing two genetically diverse parents variety. Hybrid vigour is at its maximum in the F1 generation and hence highest emphasis is placed on the F1 hybrids. Hybrid varieties leads to maximum exploition of heterosis as compared to any other varieties. Beal in 1880 recommended the use of F1 varietal crosses of maize for commercial cultivation.

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14 Breeding Methods for Vegetatively Propagated Crops

Reproduction that does not involve the union of male and female gametes is known as asexual reproduction. Reproduction in which sexual organs or related structures take part but fertilization does not occur, or crops which are propagated asexually or by vegetative means are known as asexually propagated crops. Most of the fruit plants are propagated asexually which consist of large number of clones. Example: sugarcane, potato, sweet potato, banana, mango, citrus, pears, peaches, litchi, crops that propagates by asexual means. The procedure of selection used for asexually propagated crops is known as clonal selection, since the selected plants are used to produce new clones or superior clones can be isolated from local variety, introduced variety or inter crossed population.

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15 Mutation Breeding

Mutagenesis is the process whereby sudden heritable changes occur in the genetic information of an organism not caused by genetic segregation or genetic recombination, but induced by chemical, physical or biological agents. Mutations were first identified by Hugo de Vries in the late nineteenth century, while experimenting on the ‘rediscovery’ of Mendel’s laws of inheritance. He coined the term ‘mutation’. Radiation-induced mutations as a tool for generating novel genetic variability in plants, advanced as a field after the discovery of the mutagenic action of X-rays demonstrated in maize, barley and wheat by Stadler. The discovery of X-rays by Rontgen in 1895 led to the application of X-rays for inducing mutations in fruit fly by Muller (1927). Mutation is of two types

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16 Polyploidy Breeding

Polyploidy, the condition in which a normal diploid cell or organism acquires one or more additional sets of chromosomes. In other words, the polyploid cell or organism has three or more times the haploid chromosome number. Polyploidy arises as the result of total nondisjunction of chromosomes during mitosis or meiosis. The somatic chromosome number of any species, whether diploid or polyploidy is designated as 2n. The somatic cells of plants are diploid that they posses two complete set of chromosomes, one received from seed parent and another from pollen parent. The gametic chromosome number is said to be haploid and denoted by n. Haploid is defined as cell with gametic chromosome number. While monoploid has the basic chromosome number and represented by x. Classification of Polyploidy Polyploids are classified in to two groups, euploidy and aneuploidy. Euploidy have chromosome number which is an exact multiple of basic number. Euploidy includes monoploids, diploids and polyploids. In aneuplod individual with other than exact multiple of basic chromosome number or change in chromosome number which posses one or few chromosomes of the genome.

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17 Abiotic Stresses (Drought)

Abiotic stresses include salinity, drought, flood, extremes in temperature, heavy metals, radiation etc. They are the foremost factors that causes the loss of major crop plants worldwide. This situation is going to be more rigorous due to increasing desertification of world’s terrestrial area, increasing salinization of soil and water, shortage of water resources and environmental pollution. The inadequacy of water availability, including precipitation and soil moisture storage capacity, in quantity and distribution during the life cycle of a crop to restrict the expression of its full genetic yield potential”. Generally drought stress occurs when the available water in the soil is reduced and atmospheric conditions cause continuous loss of water by transpiration or evaporation. Drought stress tolerance is seen in almost all plants but its extent varies from species to species and even within species.

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18 Disease Resistance

The disease , referred as the disorder of crop plants caused by fungi, mycoplasma, bacteria and viruses. Plant resistance is one of the most effective and ideal approach to combat diseases and insect-pest. Resistance is the capacity of plants to resist, withstand and overcome the attack of pathotypes. Mechanism of Disease Resistance Different mechanism of disease resistance are as under: 1. Disease escape The ability of susceptible host plants to avoid attack of disease due to environmental factors like early maturing varieties, shift in the date of planting, change the field, balanced application of NPK etc. Example., early maturing varieties of groundnut and potato may escape from ‘Tikka’ and ‘Late blight’ diseases respectively. 2. Disease tolerance The ability of the plants to tolerate the attack of the pathogen without loss or little loss in the yield. This endurance is brought about by the influence of external characters. Generally, tolerance is difficult to measure since it is confounded with partial resistance and disease escape. Disease tolerance is of three types:

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19 Variety Release Procedure

Crop breeders are continuously engaged in the improvement and development of crop varieties, in search of a genotype which will prove superior to the existence cultivars. A strain is duly released by appropriate duly empowered legal organization. Only when it is officially released, it is called variety, Before release, it is said to be strain or line. The release of new crop varieties consists of the following major steps: 1. Development of new strains The new strains are developed by ICAR Crop Research Institutes and State Agricultural Universities for specific purposes. Various breeding methods are used for development of new strains. Some varieties are developed by selection without hybridization such as pure-line variety, mass selected variety and clonal variety. Development of some varieties involves hybridization and selection. This includes varieties that are developed by pedigree, bulk and backcross methods including multiline cultivars and population improvement methods. 2. Evaluation of performance This trial is conducted at the research station, where new strains has breed. The object is to make sure that new strains are better in performance than the existence variety, so that it can be promoted to the trials where new strains has to be compete with other strains, developed by other scientists/researchers.

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20 Classes of Seed

The prime objective of any plant breeder is to develop high yielding varieties and make the quantity of quality seed of those varieties to farmers for commercial cultivation to realize the benefits of superior varieties. This necessitates, the production of seed of improved varieties in large scale in order to make them available to farmers without losing their genetic purity. Seed production is a continuous process. The seed of improved varieties are produced in several stages, each class producing a special class of seed. The various classes of improved seeds are recognized in order to facilitate seed production and to ensure continuous supply of quality seed. A seed production programme for the production of quality seed has different classes of seeds viz; nucleus seed, breeder seed, foundation seed, registered seed and certified seed. The Association of Official Seed Certifying Agencies (AOSCA) has defined these seed classes as follows: 1. Nucleus Seed Basic or nucleus seed is the original seed of a released and notified variety. Nucleus seed is multiplied by single plant progeny system, using the concept of maintenance breeding, where purity of the original parental stock is maintained. It is available in very limited quantities and taken from the individual plant of a variety for purification. It is directly under the controlled of concerned crop breeder. This seed has hundred percent genetic and physical purity. Breeder seed is multiplied out of this material and about 500-1000 plants are kept for continued multiplication of nucleus seed.There is no need of any type of tag on nucleus seed but concerned breeder issue a certificate for purity.

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21 Crop Ideotypes

The term ideotype was proposed by Donald in 1968. Ideotype is a biological model which is expected to perform in a predicted manner in a defined environment. A crop ideotype is a plant model that is expected to perform better in a particular environment. The concept of ideotype changes from crop to crop, climate to climate and the concepts and policies of the community concerned. Ideotype breeding is the development of a plant type, expected more quantity of grains, with ideal character. Plant characters are selected from an agronomic point of view.

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22 Plant Tissue Culture

Tissue culture is a technique used to culture cells, tissues, organs or whole plant under controlled environmental conditions that in vitro condition is known as plant tissue culture. Plant tissue culture exploits the totipotency nature of plant cells, ability to develop in to complete plantlet.

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23 Genetic Engineering

Advances in molecular biology have sharpened the tools of the breeders, and brighten the prospects of confidence to serve the humanity. The application of biotechnology to field crop has already led to the field testing of genetically modified crop plants. Genetically engineered Rice, Maize, Soybean, Cotton, Oilseeds like Rape seed, Sugar Beet and Alfalfa cultivars are expected to be commercialized in the late of 20th century. Genes from varied organisms may be expected to boost the performance of crops especially with regard to their resistance to biotic and abiotic stresses Genetic engineering involves isolation of DNA fragments within a cell recombining them outside. The basic technique is quite simple. Two DNA molecules are isolated and cut into fragments by one or more specialized enzymes, the fragments joined together in a desired combination, then restored to a cell from replication and reproduction. This method also referred to as recombinant DNA technology. Genetic engineering developed in the mid 1970 when it becomes possible to cut DNA and to transfer particular pieces of DNA containing specific bits of information, from one type of organism into other.

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24 Molecular Markers

Molecular markers, including DNA based genetic markers have found their applications in almost all areas of biology, more so in evolutionary biology, genetics and breeding in order to identify a particular sequence of DNA in a pool of unknown DNA. For many applications, DNA markers are preferred over other molecular markers since DNA is stable within an organism over time and among stages of development whereas other molecules are dynamic. A molecular marker is a DNA sequence that is readily detected and whose inheritance can be easily monitored. The uses of molecular markers are based on the naturally occurring DNA polymorphism. Most commonly used molecular markers in biological science include: 1. Restriction Fragment Length Polymorphism (RFLP) RFLP is the first molecular marker technique which was invented by Botstein et al. (1980). The technique is based on restriction fragment length polymorphism; a molecular marker based on the differential hybridization of cloned DNA to DNA fragments in a sample of restriction enzyme digested DNAs; the marker is specific to a single clone/restriction enzyme combination. It consists of the following steps:

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25 Marker Assisted Selection and Quantitative Trait Loci

Marker Assisted Selection (MAS) Marker Assisted Selection [MAS] is defining as the indirect selection for a desired plant phenotype based on the banding pattern of linked molecular (DNA) markers. It is based to infer the presence of a gene from the presence of a marker which is tightly linked to the gene of interest and high heritability of the gene of interest. Marker assisted selection (MAS) is also known by other names as marker aided selection and marker assisted breeding (MAB).

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26 Intellectual Property Right (IPR)

Intellectual Property: Intellectual property is an intangible creation of the human mind, usually expressed or translated into a tangible form that is assigned certain rights of property. It includes, inventions, trademarks, industrial design and geographical indications. Intellectual Property Rights: Intellectual property rights (IPR) are the rights given to people over the creation of their minds. They usually give the creator an exclusive right over the use of his/her creations for a certain period of time. It includes, creations of the mind: inventions, literary and artistic works, and symbols, names, images, and designs used in commerce.

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27 Biometry

Biostatistics are the development and application of statistical methods to a wide range of topics in biology. It encompasses the design of biological experiments, the collection and analysis of data from those experiments and the interpretation of the results. Quantitative traits are polygenic meaning they are controlled by many genes and gene interactions. Examples: height, weight, length etc. Qualitative character Qualitative traits are under the controlled of one or few genes, also called oligogeneic traits. For example, black or red coat color, horned or polled, coat color dilution, leaf color are all qualitative traits.

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28 Questions and Answers

A. Multiple Choice Questions While studying the history of domestication of various cultivated plants were recognized earlier: Centers of origin Centers of domestication Centres of hybrid Centres of variation The quickest method of plant breeding is: Mutation breeding Hybridization Selection Introduction

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29 End Pages

Further Readings Principles of Plant Genetics and Breeding – George Acquaah Principles of Plant Breeding – Robert W. Allard Principles and Procedures of Plant Breeding – G. S. Chahal and S. S. Gosal Key Notes on Genetics and Plant Breeding – Venkata R. Prakash Reddy Marker-Assisted Plant Breeding: Principles and Practices – B.D. Singh, A.K. Singh. Plant Breeding and Cultivar Development – D.P. Singh, A.K. Singh, A. Singh Plant Breeding and Genetics – Hari Har Ram Plant Breeding: Principles and Prospects- M.D. Hayward, N.O. Bosemark, T. Romagosa Principles of Cultivar Development: Theory and Technique – Walter R. Feh– Plant Mutation Breeding and Biotechnology- Q. Y. Shu, Brian P. Forster, H. Nakagawa Horticultural Plant Breeding – Thomas J. Orton Plant Breeding for the Home Gardener: How to Create Unique – Joseph Tychonievich. Breeding Field Crops – John M. Poehlman Plant Breeding – Jack Brown, Peter Caligari, Hugo Campos Statistical and Biometrical Techniques in Plant Breeding – Jawahar R. Sharma Hybrid: The History and Science of Plant Breeding – Noel Kingsbury Plant breeding: Classical to Modern – P.M. Priyadarshan Dictionary of Plant Breeding – Rolf H. J. Schlegel Quantitative Genetics, Genomics and Plant Breeding, 2nd Edition – Manjit S. Kang. Next Generation Plant Breeding – Yelda Ozden Çiftçi Advances in Plant Breeding Strategies: Breeding – Jameel M. Al-Khayri, Shri Mohan Jain, Dennis V. Johnson Principles of Plant Genetics and Breeding – Nina Duran Rediscovery of Landraces as a Resource for the Future – Oscar Grillo In Vitro Plant Breeding – Acram Taji, Prakash Kumar, Prakash Lakshmanan. Plant breeding methods – Maha Bal Ram. An Introduction to Plant Breeding – Jack Brown, Peter Caligari Quantitative Genetics and Selection in Plant Breeding – Günter Wricke, W. Eberhard Weber- Selection Methods in Plant Breeding – Izak Bos, Peter Caligari Accelerated Plant Breeding, Volume 1: Cereal Crops – Satbir Singh Gosal, Shabir Hussain Wa n i Mutation Breeding: Theory and Practical Applications – A.M. van Harten Experiments in Plant Hybridization – Gregor Mendel Plant Breeding: Past, Present and Future – John E. Bradshaw Organic Crop Breeding – Edith T. Lammerts van Bueren, James R. Myers. Crop Improvement: New Approaches and Modern Techniques – Khalid Rehman Hakeem, Parvaiz Ahmad, Munir Ozturk Plant Breeding and Genetics At A Glance – I.D. Tyagi Plant Breeding, Theory and Practice – V.L. Chopra Hybridization of Crop Plants – Walter R. Fehr, Henry Hultman Hadley Molecular Plant Breeding – Yunbi Xu Breeding for Quantitative Traits in Plants – Rex Novero Bernardo Plant Molecular Breeding – H. John Newbury Fundamentals of Plant Genetics and Breeding – James R. Welsh Essentials of Plant Breeding – Rex Bernardo Practical Plant Breeding – S.K. Gupta Principles of Crop Improvement – Simmonds Plant Breeding II – Kenneth J. Frey Plant Breeding Principles and Methods – B.D. Singh Fundamentals of Plant Breeding – Phundan Singh Hand book of Genetics and Plant Breeding – Rajendra Kumar Yadav Introductory Principles of Plant Breeding – R.C. Choudhary Heterosis Breeding – B.Rai Crop Improvement and Mutation Breeding – A.K. Sharma Breeding Technology of Crop Plants – A.K. Sharma Plant Breeding – Sukumar Dana General Plant Breeding – A.R. Dabholkar Hybrid Cutivar Development – S.S. Banga and S.K.Banga

 
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