Quantitative trait loci (QTL) analysis and its applications in plant breedingPGS
Abstract
Many agriculturally important traits such as grain yield, protein content and relative disease resistance are controlled by many genes and are known as quantitative traits (also polygenic or complex traits). A quantitative trait depends on the cumulative actions of many genes and the environment. The genomic regions that contain genes associated with a quantitative trait are known as quantitative trait loci (QTLs). Thus, a QTL could be defined as a genomic region responsible for a part of the observed phenotypic variation for a quantitative trait. A QTL can be a single gene or a cluster of linked genes that affect the trait. The effects of individual QTLs may differ from each other and change from environment to environment. The genetics of a quantitative trait can often be deduced from the statistical analysis of several segregating populations. Recently, by using molecular markers, it is feasible to analyze quantitative traits and identify individual QTLs or genes controlling the traits of interest in breeding programs.
Marker Assisted Selection in Crop BreedingPawan Chauhan
Marker Assisted Selection is a value addition to conventional methods of Crop Breeding. It has been gaining importance in plant breeding with new generation of plant breeders and to get accurate and fast desired result from plant breeding.
Quantitative trait loci (QTL) analysis and its applications in plant breedingPGS
Abstract
Many agriculturally important traits such as grain yield, protein content and relative disease resistance are controlled by many genes and are known as quantitative traits (also polygenic or complex traits). A quantitative trait depends on the cumulative actions of many genes and the environment. The genomic regions that contain genes associated with a quantitative trait are known as quantitative trait loci (QTLs). Thus, a QTL could be defined as a genomic region responsible for a part of the observed phenotypic variation for a quantitative trait. A QTL can be a single gene or a cluster of linked genes that affect the trait. The effects of individual QTLs may differ from each other and change from environment to environment. The genetics of a quantitative trait can often be deduced from the statistical analysis of several segregating populations. Recently, by using molecular markers, it is feasible to analyze quantitative traits and identify individual QTLs or genes controlling the traits of interest in breeding programs.
Marker Assisted Selection in Crop BreedingPawan Chauhan
Marker Assisted Selection is a value addition to conventional methods of Crop Breeding. It has been gaining importance in plant breeding with new generation of plant breeders and to get accurate and fast desired result from plant breeding.
A new era of genomics for plant science research has opened due the complete genome sequencing projects of Arabidopsis thaliana and rice. The sequence information available in public database has highlighted the need to develop genome scale reverse genetic strategies for functional analysis (Till et al., 2003). As most of the phenotypes are obscure, the forward genetics can hardly meet the demand of a high throughput and large-scale survey of gene functions. Targeting Induced Local Lesions in Genome TILLING is a general reverse genetic technique that combines chemical mutagenesis with PCR based screening to identity point mutations in regions of interest (McCallum et al., 2000). This strategy works with a mismatch-specific endonuclease to detect induced or natural DNA polymorphisms in genes of interest. A newly developed general reverse genetic strategy helps to locate an allelic series of induced point mutations in genes of interest. It allows the rapid and inexpensive detection of induced point mutations in populations of physically or chemically mutagenized individuals. To create an induced population with the use of physical/chemical mutagens is the first prerequisite for TILLING approach. Most of the plant species are compatible with this technique due to their self-fertilized nature and the seeds produced by these plants can be stored for long periods of time (Borevitz et al., 2003). The seeds are treated with mutagens and raised to harvest M1 plants, which are consequently, self-fertilized to raise the M2 population. DNA extracted from M2 plants is used in mutational screening (Colbert et al., 2001). To avoid mixing of the same mutation only one M2 plant from each M1 is used for DNA extraction (Till et al., 2007). The M3 seeds produce by selfing the M2 progeny can be well preserved for long term storage. Ethyl methane sulfonate (EMS) has been extensively used as a chemical mutagen in TILLING studies in plants to generate mutant populations, although other mutagens can be effective. EMS produces transitional mutations (G/C, A/T) by alkylating G residues which pairs with T instead of the conservative base pairing with C (Nagy et al., 2003). It is a constructive approach for users to attempt a range of chemical mutagens to assess the lethality and sterility on germinal tissue before creating large mutant populations.
Association mapping, also known as "linkage disequilibrium mapping", is a method of mapping quantitative trait loci (QTLs) that takes advantage of linkage disequilibrium to link phenotypes to genotypes.Varioius strategey involved in association mapping is discussed in this presentation
Molecular Marker and It's ApplicationsSuresh Antre
Molecular (DNA) markers are segments of DNA that can be detected through specific laboratory techniques. With the advent of marker-assisted selection (MAS), a new breeding tool is now available to make more accurate and useful selections in breeding populations.
Linkage and QTL mapping Populations and Association mapping population.
F2, Immortalized F2, Backcross (BC), Near isogenic lines (NIL), RIL, Double haploids(DH), Nested Association mapping (NAM), MAGIC and Interconnected populations.
A new era of genomics for plant science research has opened due the complete genome sequencing projects of Arabidopsis thaliana and rice. The sequence information available in public database has highlighted the need to develop genome scale reverse genetic strategies for functional analysis (Till et al., 2003). As most of the phenotypes are obscure, the forward genetics can hardly meet the demand of a high throughput and large-scale survey of gene functions. Targeting Induced Local Lesions in Genome TILLING is a general reverse genetic technique that combines chemical mutagenesis with PCR based screening to identity point mutations in regions of interest (McCallum et al., 2000). This strategy works with a mismatch-specific endonuclease to detect induced or natural DNA polymorphisms in genes of interest. A newly developed general reverse genetic strategy helps to locate an allelic series of induced point mutations in genes of interest. It allows the rapid and inexpensive detection of induced point mutations in populations of physically or chemically mutagenized individuals. To create an induced population with the use of physical/chemical mutagens is the first prerequisite for TILLING approach. Most of the plant species are compatible with this technique due to their self-fertilized nature and the seeds produced by these plants can be stored for long periods of time (Borevitz et al., 2003). The seeds are treated with mutagens and raised to harvest M1 plants, which are consequently, self-fertilized to raise the M2 population. DNA extracted from M2 plants is used in mutational screening (Colbert et al., 2001). To avoid mixing of the same mutation only one M2 plant from each M1 is used for DNA extraction (Till et al., 2007). The M3 seeds produce by selfing the M2 progeny can be well preserved for long term storage. Ethyl methane sulfonate (EMS) has been extensively used as a chemical mutagen in TILLING studies in plants to generate mutant populations, although other mutagens can be effective. EMS produces transitional mutations (G/C, A/T) by alkylating G residues which pairs with T instead of the conservative base pairing with C (Nagy et al., 2003). It is a constructive approach for users to attempt a range of chemical mutagens to assess the lethality and sterility on germinal tissue before creating large mutant populations.
Association mapping, also known as "linkage disequilibrium mapping", is a method of mapping quantitative trait loci (QTLs) that takes advantage of linkage disequilibrium to link phenotypes to genotypes.Varioius strategey involved in association mapping is discussed in this presentation
Molecular Marker and It's ApplicationsSuresh Antre
Molecular (DNA) markers are segments of DNA that can be detected through specific laboratory techniques. With the advent of marker-assisted selection (MAS), a new breeding tool is now available to make more accurate and useful selections in breeding populations.
Linkage and QTL mapping Populations and Association mapping population.
F2, Immortalized F2, Backcross (BC), Near isogenic lines (NIL), RIL, Double haploids(DH), Nested Association mapping (NAM), MAGIC and Interconnected populations.
Gene mapping | Genetic map | Physical Map | DNA Data Analysis (upgraded)NARC, Islamabad
Genes are useful markers but not ideal.
Mapped feature that are not genes are called DNA markers.
DNA markers must have at least two alleles to be useful.
DNA sequence features that satisfy this requirement are-
– Restriction Fragment Length Polymorphism (RFLP)
Southern hybridization
PCR
– Simple Sequence Length Polymorphism (SSLP)
– Single Nucleotide Polymorphism (SNP)
Mapping- determining the location of elements with in a genome, with respect to identifiable land marks.
Gene mapping describes the methods used to identify the locus of a gene and the distances between genes.
In simple mapping of genes to specific locations on chromosomes.
Two types
Genetic map
Physical Map
They are useful in predicting results of dihybrid and trihybrid crosses.
It allows geneticists to understand the overall complexity and genetic organization of a particular species.
Identify genes responsible for diseases.
Identify genes responsible for traits.
genetic maps are useful from an evolutionary point of view.
What is Genome,Genome mapping,types of Genome mapping,linkage or genetic mapping,Physical mapping,Somatic cell hybridization
Radiation hybridization ,Fish( =fluorescence in - situ hybridization),Types of probes for FISH,applications,Molecular markers,Rflp(= Restriction fragment length polymorphism),RFLPs may have the following Applications;Advantages of rflp,disAdvantages of rflp, Rapd(=Random amplification of polymorphic DNA),Process of rapd, Difference between rflp &rapd
Molecular Breeding in Plants is an introduction to the fundamental techniques...UNIVERSITI MALAYSIA SABAH
This slide describe the process of molecular breeding in plants which involves the application of molecular markers for Marker Assisted Selection and Marker Assisted Breeding.
Multi-source connectivity as the driver of solar wind variability in the heli...Sérgio Sacani
The ambient solar wind that flls the heliosphere originates from multiple
sources in the solar corona and is highly structured. It is often described
as high-speed, relatively homogeneous, plasma streams from coronal
holes and slow-speed, highly variable, streams whose source regions are
under debate. A key goal of ESA/NASA’s Solar Orbiter mission is to identify
solar wind sources and understand what drives the complexity seen in the
heliosphere. By combining magnetic feld modelling and spectroscopic
techniques with high-resolution observations and measurements, we show
that the solar wind variability detected in situ by Solar Orbiter in March
2022 is driven by spatio-temporal changes in the magnetic connectivity to
multiple sources in the solar atmosphere. The magnetic feld footpoints
connected to the spacecraft moved from the boundaries of a coronal hole
to one active region (12961) and then across to another region (12957). This
is refected in the in situ measurements, which show the transition from fast
to highly Alfvénic then to slow solar wind that is disrupted by the arrival of
a coronal mass ejection. Our results describe solar wind variability at 0.5 au
but are applicable to near-Earth observatories.
This presentation explores a brief idea about the structural and functional attributes of nucleotides, the structure and function of genetic materials along with the impact of UV rays and pH upon them.
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
Richard's entangled aventures in wonderlandRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...Scintica Instrumentation
Intravital microscopy (IVM) is a powerful tool utilized to study cellular behavior over time and space in vivo. Much of our understanding of cell biology has been accomplished using various in vitro and ex vivo methods; however, these studies do not necessarily reflect the natural dynamics of biological processes. Unlike traditional cell culture or fixed tissue imaging, IVM allows for the ultra-fast high-resolution imaging of cellular processes over time and space and were studied in its natural environment. Real-time visualization of biological processes in the context of an intact organism helps maintain physiological relevance and provide insights into the progression of disease, response to treatments or developmental processes.
In this webinar we give an overview of advanced applications of the IVM system in preclinical research. IVIM technology is a provider of all-in-one intravital microscopy systems and solutions optimized for in vivo imaging of live animal models at sub-micron resolution. The system’s unique features and user-friendly software enables researchers to probe fast dynamic biological processes such as immune cell tracking, cell-cell interaction as well as vascularization and tumor metastasis with exceptional detail. This webinar will also give an overview of IVM being utilized in drug development, offering a view into the intricate interaction between drugs/nanoparticles and tissues in vivo and allows for the evaluation of therapeutic intervention in a variety of tissues and organs. This interdisciplinary collaboration continues to drive the advancements of novel therapeutic strategies.
Astronomy Update- Curiosity’s exploration of Mars _ Local Briefs _ leadertele...
Mapping population ppt
1. MAPPING
POPULATION
PRESENTED BY :
SRISHTI AGGRAWAL
M.SC BOTANY
DEPT.OF SCIENCE
DEI,AGRA
PRESENTED TO :
Dr. Ajay Kumar
DEPT.OF SCIENCE
DEI,AGRA
2. INTRODUCTION
Population used for mapping the genes, is
commonly called as mapping population
and they usually obtained from controlled
crosses.
Selection of parents is the 1st step for
production of mapping population.
Parents selected to develop mapping
population should have sufficient variation for
trait of interest both at DNA sequence level
and at phenotypic level.
3. Higher the variation, it is easier to find the
recombination.
Mapping population is developed from
parents that are highly homozygous
Both monogenic and polygenic traits can
be mapped when two parents are extremely
different for these traits.
7. F2 POPULATION
The simplest and rapid method of a mapping
population .
Usually two pure lines are selected as
parents.
Crossing of such parents will lead to produce
fertile progenies called F1 progenies.
Individual of F1 plant is then selfed to
produce F2 population. Thus,F2 populations
is the outcome of one meiosis.
The segregation ratio for codominant marker
is 1:2:1 while segregation ratio for each
dominant marker is 3:1.
8. Merits:
Developed with minimum efforts
Best for preliminary mapping
Require less time for development
Demerits:
Outcome of only one meiotic cycle
Not immortal population
9. DOUBLE HAPLOIDS (DH)
DH lines contain two haploid set of
chromosomes in their cells.
DH lines are produced from haploid lines.
In some haploid plants the chromosome no.
doubles spontaneously that lead to DH lines.
Also obtained artificially by colchicine
treatment of haploid plants.
In DH all markers segregate in 1:1 ratio.
10. Merits:
• Immortal/ permanent population
• Used in mapping of both qualitative and
quantitative trait
• Fast production of homozygous lines, thus
saving time.
Demerits:
• High cost involved in establishing tissue
culture.
• Recombination from the male side alone is
accounted.
11. BACK CROSS POPULATION (BC)
To analyse the specific genes or other regulatory DNA
elements derived from one parent(donor) in the
background of another parent (recurrent),the hybrid F1
plant is backcrossed to recurrent parent.
Merits:
The elite combination is not lost
Less time require to develop
Demerits:
• Cant used for quantitative traits
• The recombination information in BC is based on only
one parent
• Not immortal
12. RECOMBINANT INBREED LINES (RIL)
RILs are the homozygous selfed or sibmated progeny of the
individuals of an F2 population.
Single seed descent method is best for development.
RILs with more than 98% homozygosity are produced by selfing
within 8-9 generations. Segregation ratio of RILs is 1:1.
Merits:
• Immortal population ,they can be replicated over different
locations
• Product of many meiotic cycles so useful to identify tightly linked
markers
Demerits:
• Require many seasons to develop RILs
• RIL development is difficult in crops having high inbreeding
depression.
13. NEAR ISOGENIC LINES (NILS)
NILs can be developed by repeated selfing or
backcrossing of F1 with recurrent parent.
Irrespective of dominant or codominant marker
NILs segregate in 1:1 ratio.
Merits:
Immortal population
Used for fine mapping
Demerits:
Many generations require to develop NILs
Increased cost, time and efforts
14. Combining Markers and Populations
The genetic segregation ratio at maker locus is
jointly determined by the nature of
marker (dominant / codominant) and types of
mapping populations.
Markers such RFLPs, microsatellites
and CAPS etc. are codominant in nature, while
AFLP, RAPD, ISSR are often scored as dominant
markers.
F2 population segregates in 1: 2: 1 ratio for a
codominant marker and in 3:1 ratio for dominant
marker. Depending upon the segregation pattern,
statistical analysis of marker data will vary.
15. Choice of Mapping Populations
It is evident from the foregoing discussion that
the short-term mapping populations such
as F2, backcross and conceptual NILs
developed through BSA approach can be a
good starting point in molecular mapping, while
long-term mapping populations such
as RILs, NILs and DHs must be developed and
characterized properly with respect to the traits
of importance for global mapping projects.
16. As a matter of fact, the development and
phenotypic characterization of mapping
populations should become an integral part
of the ongoing breeding programmes in
important crops. At this point, the role of
geneticists and plant breeders becomes
crucial to reap the benefits of genetic
mapping.