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1
AN ASSIGNMENT ON
APPLICATION OF MOLECULAR MARKERS IN FISHERIES
INTRODUCTION:
All organisms are subject to mutations because of normal cellular operations or
interactions with the environment, leading to genetic variation (polymorphism).
Genetic variation in a species enhances the capability of organism to adapt to
changing environment and is necessary for survival of the species. In conjunction
with other evolutionary forces like selection and genetic drift, genetic variation arises
between individuals leading to differentiation at the level of population, species and
higher order taxonomic groups. Molecular genetic markers are powerful tools to
detect genetic uniqueness of individuals, populations or species. These markers
have revolutionized the analytical power, necessary to explore the genetic diversity.
The conclusion from genetic diversity data has varied application in research on
evolution, conservation and management of natural resources and genetic
improvement programs etc.
MOLECULAR MARKER:
A molecular marker is a DNA sequence in the genome which can be located and
identified. As a result of genetic alterations (mutations, insertions, deletions), the
base composition at a particular location of the genome may be different in different
plants.
These differences, collectively called as polymorphisms can be mapped and
identified. Plant breeders always prefer to detect the gene as the molecular marker,
although this is not always possible. The alternative is to have markers which are
closely associated with genes and inherited together.
MOLECULAR MARKERS ARE OF TWO TYPES:
1. Based on nucleic acid (DNA) hybridization (non-PCR based approaches).
2. Based on PCR amplification (PCR-based approaches).
MARKERS BASED ON DNA HYBRIDIZATION:
The DNA piece can be cloned, and allowed to hybridize with the genomic DNA which
can be detected. Marker-based DNA hybridization is widely used. The major
limitation of this approach is that it requires large quantities of DNA and the use of
radioactivity (labeled probes).
Example: Restriction fragment length polymorphism (RFLP)
2
MARKERS BASED ON PCR AMPLIFICATION:
Polymerase chain reaction (PCR) is a novel technique for the amplification of
selected regions of DNA. The advantage with PCR is that even a minute quantity of
DNA can be amplified. Thus, PCR-based molecular markers require only a small
quantity of DNA to start with.
PCR-BASED MARKERS MAY BE DIVIDED INTO TWO TYPES:
1. Locus non-specific markers e.g. random amplified polymorphic DNA (RAPD);
amplified fragment length polymorphism (AFLP).
2. Locus specific markers e.g. simple sequence repeats (SSR); single nucleotide
polymorphism (SNP).
APPLICATION OF MOLECULAR MARKERS FOR IDENTIFICATION OF FISH
SPECIES:
The inter-specific genetic divergence established through species specific
diagnostic molecular markers provides precise knowledge on phylogenetic
relationships and also resolve taxonomic ambiguities.
These markers can be used to detect hybrid and introgressed or backcrossed
individuals, distinguish early life history stage of morphologically close species
both in hatchery and in natural populations. Species-specific allozyme
markers have been identified in many fishes.
Specific diagnostic allozyme loci were used for different species: apache trout
(Oncorhynchus apache), cutthroat (Oncorhynchus clarki) and rainbow trout
(Oncorhynchus mykiss) and Gambusia affinis and G. holbrooki. Allozyme
markers have also been used for individual classification in cyprinid species
Zacco pachycephalus and Z. platypus in cyprinodontid species V. letourneuxi
and V. hispanica in mullets Mullus barbatus and M. surmuletus and hake
species Merluccius australis and M.hubbsi.
Species-specific diagnostic RAPD fingerprints were generated in several fish
species and their taxonomic relationship has been analyzed.
The RAPD-PCR technique was employed to identify three endemic
morphologically similar Spanish species of Barbus: Barbus bocagei, B.
graellsii and B. sclateri that have similar morphologies.
RAPD markers were characterized to identify five species of family
Cyprinidae: Chondrostoma lemmingii, Leuciscus pyrenaicus, Barbus bocagei,
Barbus comizo, all endemic in the Iberian Peninsula, and introduced Alburnus
alburnus, for studying genetic relationship and diversities in four species of
Indian Major carps (family Cyprinidae): rohu (Labeo rohita), kalbasu (L.
calbasu), catla (Catla catla) and mrigal (Cirrhinus mrigala) [89], for
identification of three eel species, A. japonica, A. australis and A. bicolor and
3
to estimate the population structure and phylogenetic relationships among the
eight species of the genus Barbus .
Large variation in mtDNA sequences among species can be utilized to
produce species-specific markers. Since the structures of mitochondrial RNA
genes (tRNA and rRNA) and the functional molecule of the 16S rRNA are
highly conserved among the animal taxa that are related even distantly,
change of even few nucleotides in such a gene between closely related taxa
might indicate a substantial degree of genetic divergence.
Mt-DNA sequences have been used as useful marker for species-specific
identification in many fishes.
GENETIC VARIATION AND POPULATION STRUCTURE STUDY IN NATURAL
POPULATIONS:
Molecular markers provide direct assessment of pattern and distribution of
genetic variation thus helping in answering, “if the population is single unit or
composed of subunits”.
Several evolutionary forces affect the amount and distribution of genetic
variation among populations and thereby population differentiation.
Geographic distance and physical barriers enhance reproductive isolation by
limiting the migration and increase genetic differentiation between
populations.
Impact of migration and gene flow on genetic differentiation also depends
upon effective size of receiving population and number of migrants.
Increased computational power and mathematical models have enhanced the
scope of conclusions that can be drawn out of genotype data generated
through molecular markers.
Some of the possibilities are assignment of migrants, determination of genetic
bottleneck, effective breeding population estimates besides genetic variation
and differentiation estimations. Fifteen random primers were used to analyze
the genome DNA of Jian carp (Cyprinus carpio varjian) by the RAPD
technique.
Study on cold tolerant traits for common carp Cyprinus carpio was conducted
by Chang and nine RAPD-PCR markers associated with cold tolerance of
common carp were identified.
The genetic diversity has been studied using RAPD markers in Carassius
auratus, Epinephelus merra population and Solea solea. Genetic variation
have been assessed with Allozyme and RAPD markers on Mullus surmuletus
L., and three species of Pimelodidae catfish. Population structure has been
examined using microsatellite markers of sockeye salmon, Chinook salmon
and Arctic charr populations.
Genetic variation have been assessed using microsatellite genetic markers to
identify the population structure of brook charr, Salvelinus fontinalis and 14
populations of northern pike (Esox lucius) in the North Central United States
and in six populations from Quebec, Alaska, Siberia, and Finland.
4
(Reg No:12-05-2859, From Introduction To Genetic Variation And
Population Structures Study In Natural Population)
COMPARISON OF GENETIC VARIATION BETWEEN WILD AND HATCHERY
POPULATIONS:
Molecular markers also find application in aquaculture to assess loss of
genetic variation in hatcheries through, comparison of variation estimates
between hatchery stocks and wild counterparts.
The information is useful obtained in monitoring farmed stocks against
inbreeding loss and to plan genetic up gradation programs.
A major aspect such studies address is concerned with the assessment of
farm escapes into the natural population and introgression of wild genome.
Brook trout Salvelinus fontinalis from unstocked waters, naturalized lakes, and
hatcheries were analyzed electrophoretically for allozyme expression.
All wild-unstocked samples were highly differentiated populations and
significantly different from each other and from hatchery samples.
Genetic diversity was investigated using microsatellites between farmed and
wild populations of Atlantic salmon. Farmed salmon showed less genetic
variability than natural source population in terms of allelic diversity.
Variation in allozymes and three microsatellite loci was assessed in
populations of wild and cultured stocks of Sparus aurata and Sparius auratus.
The microsatellite heterozygosity values were high in wild, but lower in the
cultured samples.
DNA MARKER DEVELOPMENT IN AQUACULTURE
SPECIES, STRAIN, AND HYBRID IDENTIFICATION:
Genetic identification of species or strains is sometimes required in an
aquaculture setting. Because of the major genetic differences among most
species, their identification using DNA markers is relatively straightforward.
RFLP, RAPD, AFLP, and microsatellite markers are all applicable, but RAPD
analysis probably provides the least expensive, yet reliable identification of
species if no prior molecular information is available.
Each species will generally exhibit a RAPD profile with unique binding
patterns, and a simple comparison of profiles generated using one or two
primers should be sufficient for species identification.
Species identification is often required for determining whether fish stocks are
pure species or hybrids, a problem often seen in tilapia. Both RAPD and
AFLP analyses can provide rapid solutions; the dominant nature of these
markers means that hybrid fish should have a gel profile that combines the
unique dominant bands from each parent.
5
Use of both RAPDs and AFLPs for the analysis of situations involving
hybridization and introgression beyond the F1 generation is more
complicated, however, due to the unresolved nature of the dominant bands so
that breeding studies to determine the Mendelian inheritance of species-
specific bands becomes mandatory.
Strain identification is more complicated, since fixed, strain-specific markers
are not usually available for strains within a species.
The amount of genetic variation among strains may be limited, and may
require DNA markers and techniques with higher resolution than traditional
markers such as allozymes, RFLPs, or RAPDs. Both microsatellites and
AFLPs have been shown to provide sufficient power for the determination of
strains in aquaculture fish species. The use of allele frequency analysis
across multiple microsatellite loci is a powerful approach for delineation of
individual strains.
Allele frequencies for each microsatellite locus are estimated for each strain
involved and those microsatellites that have highly differential allele
frequencies among strains are used for strain identification.
This approach has been used in strain identification of catfish. For more
technical details, readers are also referred to similar applications in
microorganisms. In contrast to microsatellites, AFLP markers typically have
only two alleles per locus, and are treated as dominant markers with either the
presence or absence of the band.
The large number of loci typically generated simultaneously in an AFLP
analysis makes up for the lack of large numbers of alleles per locus.
As in the case of microsatellites, allele frequencies of multiple loci are
combined to delineate strains. The AFLP approach has been used to identify
strains of common carp and channel catfish.
(Reg No:12-05-2835, From Comparison of Genetic Variation Between Wild and
Hatchery Populations to DNA Marker Development In Aquaculture)
GENETIC DIVERSITY AND RESOURCE ANALYSIS OF AQUACULTURE
STOCKS:
In spite of a long aquaculture history, aquaculture broodstocks are not well
characterized genetically. Many strains/lines of a specific aquaculture species
may be used, and the precise genetic relationship among strains is most often
unknown. Questions arise as to how diverse is the genetic background of
aquaculture broodstocks and how the domestic stocks differ from their wild
counterparts.
As with strain identification, analyses of genetic diversity and resources
require methodologies that exhibit high powers of resolution to reveal genetic
variations among the stocks.
6
Traditionally, allozymes and mtDNA have been most frequently used in fishes,
but their differentiating power is limited compared to more recently developed
markers such as RAPDs, AFLPs, and microsatellites (as discussed earlier
under the sections dealing with marker types).
Among these newer marker systems, RAPDs have the least differentiation
power.
AFLPs and microsatellites should be highly powerful in revealing genetic
diversities. In the author’s experience, AFLP markers have proven very useful
for genetic diversity analyses because of the large number of loci that can be
screened simultaneously.
Bagley et al. (2001) compared the use of RAPDs and AFLPs in rainbow trout
and concluded that AFLP is the method of choice for the analysis of genetic
diversity.
PARENTAL ASSIGNMENTS AND REPRODUCTIVE CONTRIBUTION:
Fishes have some of the most complex mating systems known in the animal
kingdom.
Effective methods of traceability are required for basic research, different
types of aquaculture operations, and to control the trade in aquatic animals
and products. With the advent of powerful genetic markers and an emerging
mathematical framework to calculate parentage, it is now possible to analyze
genetic relatedness and inheritance in these systems.
For parental assignments, microsatellites provide the best results, since
genetic variation among individuals is extremely high with microsatellites,
while polymorphism in other types of markers is generally low among
individuals of the same strain.
The large numbers of alleles and high levels of detectable polymorphism
exhibited by microsatellites make obtaining unique genotypes for every
individual in a study feasible. Of course, the larger the population, the greater
the number of required microsatellite loci.
(Reg No:12-05-2864, From Genetic Diversity and Resource Analysis Of
Aquaculture Stocks To Parental Assignments And Reproductive Contribution)
DNA MARKERS, QUANTITATIVE TRAIT LOCI (QTL), AND MARKER-ASSISTED
SELECTION (MAS):
Benefits of the expanded molecular genetics technologies currently available
include their potential for greatly enhancing traditional breeding techniques.
Since most, if not all, performance and production traits are controlled by
multiple genes and therefore inherited as quantitative traits, analysis of their
associated quantitative trait loci (QTL) is emerging as a very important part of
aquaculture genetics/genomics. QTL are largely unidentified genes that affect
7
performance traits (such as growth rate and disease resistance) that are
important to breeders.
Relative chromosomal positions of QTL in a species genome can be identified
in a two-step process that begins by constructing a genetic linkage map.
Genetic linkage maps are constructed by assigning (mapping out)
polymorphic DNA markers to chromosome configurations based on their
segregation relationships. This requires two elements: polymorphic DNA
markers, and families in which these markers segregate.
Once a linkage map has been constructed for a given species, it can be used
in combination with studies of breeding and assessment of quantitative traits
to identify markers that are closely associated (linked) to QTL of interest, thus
allowing the QTL to be positioned on the linkage map.
This information can then be used to aid aquaculture personnel in efficiently
crossing different strains of cultured species to maximize growth, disease
resistance, or some other desirable trait through marker assisted selection
(MAS). Typically, evenly spaced markers covering the entire genome are
selected for screening of trait-linked markers, and this process is known as a
genome scan of QTL.
Once the QTL are mapped to a chromosomal region, fine mapping can be
conducted using polymorphic markers near the chromosomal regions
containing the QTL.
A number of QTL have been mapped and characterized in aquaculture
species. In rainbow trout, QTL for upper thermal tolerance, spawning time,
and embryonic development rate have been mapped.
In tilapia, a collaborative group involving Israeli and US scientists has
developed a hybrid tilapia stock for the analysis of linkage mapping and QTL
analysis.
In addition, loci associated with deleterious alleles and distorted sex ratios,
QTL controlling body color and sex determination and QTL controlling a
number of biochemical parameters related to innate immunity response to
stress have been recently identified in tilapia. Several markers have been
identified in catfish that are linked to feed conversion efficiency.
Several groups are now working on QTL for disease resistance, and two
putative QTL have been identified to be associated with
resistance/susceptibility to infectious pancreatic necrosis virus (IPNV) in
rainbow trout.
With the availability of resource families and DNA markers, it is expected that
greater successes will be achieved in the near future in QTL mapping in
aquaculture species, which will eventually lead to marker-assisted selection
(MAS).
8
FUTURE APPLICATIONS OF DNA MARKERS IN AQUACULTURE GENETICS:
In addition to genome mapping and the other applications discussed in this
review, DNA markers are likely to prove useful in many other aspects of
aquaculture.
The development and application of DNA marker technologies already
underway in other areas such as molecular systematics, population genetics,
evolutionary biology, molecular ecology, conservation genetics, and seafood
safety monitoring will undoubtedly impact the aquaculture industry in
unforeseen ways. Already, lessons learned from studies in population and
conservation genetics are changing the very role that hatcheries and
aquaculture play for augmentation and restoration of wild fish stocks such as
salmon and trout.
Advances in aquaculture genomics are also likely to affect other areas
utilizing molecular markers as well.
Although it may take some time to implement marker-assisted selection in
aquaculture, the techniques of genome mapping and QTL analysis used to
support MAS will eventually also be used to identify and clone genes that
could prove to be economically important outside of the aquaculture arena,
and find applications in medicine and other bio-related industries.
CONCLUSION:
The development of DNA-based genetic markers has had a revolutionary impact on
animal genetics. With DNA markers, it is theoretically possible to and exploit genetic
variation in the entire genome. Popular genetic markers in the aquaculture
community include allozymes, mitochondrial DNA, RFLP, RAPD, AFLP,
microsatellite, SNP, and EST markers. The application of DNA markers has rapid in
aquaculture Investigations of genetic variability and in breeding parentage
assignments, species and strain identification, and the construction of genetic
linkage maps for aquaculture species. Studies using these genetic markers Will
undoubtedly accelerate identification of involved in quantitative trait (QTL) for
marker-assisted selection.
(Reg No:12-05-2853, From DNA Markers, Quantitative Trait Loci (QTL), And
Marker-Assisted Selection (MAS) To Conclusion)
9
REFERENCES:
Fisher, R.A. (1930) The Genetical Theory of Natural Selection. Oxford
University Press, UK.
Avise, J.C. (1994) Molecular Markers, Natural History and Evolution.
Chapman and Hall, New York, London.
Linda, K.P. and Paul, M. (1995) Developments in molecular genetic
techniques in fisheries. In: G.R. Carvalho and T.J. Pitcher, Eds., Molecular
Genetics in Fisheries,
Chapman and hall, London, 1-28.
Hillis, D.M., Mable, B.K. and Moritz, C. (1996) Applications of molecular
systematics: The state of the field and a look to the future. In: Hillis, D.M.,
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Massachusetts, 515-543.
Ferguson, A., Taggart, J.B., Prodohl, P.A., McMeel, O., Thompson, C., Stone,
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Neff, B.D. and Gross, M.R. (2001) Microsatellite evolution in vertebrates:
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Jehle, R. and Arntzen, J.W. (2002) Microsatellite markers in amphibian
conservation genetics. Herpetological Jour nal, 12, 1-9.