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Comparative genomics
• Comparative genomics is a field of biological
research in which the genomic features of
different organisms are compared.
• The genomic features may include the DNA
sequence, genes, gene order, regulatory sequences, and
other genomic structural landmarks.
• In this branch of genomics, whole or large parts of
genomes resulting from genome projects are compared
to study basic biological similarities and differences as
well as evolutionary relationships between organisms.
Dr. Shiny C Thomas, Department of Biosciences, ADBU
• The major principle of comparative genomics is that
common features of two organisms will often be encoded
within the DNA that is evolutionarily conserved between
them.
• Therefore, comparative genomic approaches start with
making some form of alignment of genome sequences and
looking for orthologous sequences (sequences that share
a common ancestry) in the aligned genomes and checking
to what extent those sequences are conserved.
• Based on these, genome and molecular evolution are
inferred and this may in turn be put in the context of, for
example, phenotypic evolution or population genetics.
• Started as soon as the whole genomes of two organisms
became available (that is, the genomes of the
bacteria Haemophilus influenzae and Mycoplasma
genitalium) in 1995, comparative genomics is now a
standard component of the analysis of every new
genome sequence
• With the explosion in the number of genome
projects due to the advancements in DNA
sequencing technologies, particularly the next-generation
sequencing methods in late 2000s, this field has become
more sophisticated, making it possible to deal with many
genomes in a single study.
• Comparative genomics has revealed high levels of
similarity between closely related organisms, such
as humans and chimpanzees, and, more surprisingly,
similarity between seemingly distantly related organisms,
such as humans and the yeast Saccharomyces cerevisiae.
• It has also showed the extreme diversity of the gene
composition in different evolutionary lineages.
• Comparative genomics has a root in the comparison
of virus genomes in the early 1980s.
• For example, small RNA viruses infecting animals
(picornaviruses) and those infecting plants (cowpea
mosaic virus) were compared and turned out to share
significant sequence similarity and, in part, the order of
their genes
• Saccharomyces cerevisiae, the baker's yeast, was the
first eukaryote to have its complete genome sequence
published in 1996.
• After the publication of the roundworm Caenorhabditis
elegans genome in 1998 and together with the fruit
fly Drosophila melanogaster genome in 2000, Gerald M.
Rubin and his team published a paper titled
"Comparative Genomics of the Eukaryotes", in which
they compared the genomes of the eukaryotes D.
melanogaster, C. elegans, and S. cerevisiae, as well as
the prokaryote H. influenzae
• When two or more of the genome sequence are
compared, you can get the evolutionary relationships of
the sequences in a phylogenetic tree.
• Similarity of related genomes is the basis of comparative
genomics.
• If two creatures have a recent common ancestor, the
differences between the two species genomes are
evolved from the ancestors’ genome.
• The closer the relationship between two organisms, the
higher the similarities between their genomes.
• If there is close relationship between them, then their
genome will display a linear behaviour (synteny), namely
some or all of the genetic sequences are conserved.
• Thus, the genome sequences can be used to identify gene
function, by analyzing their homology (sequence
similarity) to genes of known function.
• Orthologous sequences are related sequences in different
species: a gene exists in the original species, the species
divided into two species, so genes in new species are
orthologous to the sequence in the original species.
• Paralogous sequences are separated by gene cloning
(gene duplication): if a particular gene in the genome is
copied, then the copy of the two sequences is paralogous
to the original gene.
• Comparative genomics exploits both similarities and
differences in the proteins, RNA, and regulatory
regions of different organisms to infer how selection has
acted upon these elements.
• Those elements that are responsible for similarities
between different species should be conserved through
time (stabilizing selection), while those elements
responsible for differences among species should be
divergent (positive selection).
• Finally, those elements that are unimportant to the
evolutionary success of the organism will be
unconserved (selection is neutral).
• One of the important goals of the field is the identification
of the mechanisms of eukaryotic genome evolution.
• comparative genomics studies of small model
organisms (for example the model Caenorhabditis
elegans and closely related Caenorhabditis briggsae) are
of great importance to advance our understanding of
general mechanisms of evolution
Methods
• Computational approaches to genome comparison
Tools
• Computational tools for analyzing sequences and
complete genomes are developing quickly due to the
availability of large amount of genomic data.
• At the same time, comparative analysis tools are
progressed and improved.
UCSC Browser: This site contains the reference sequence
and working draft assemblies for a large collection of
genomes.
Ensembl: The Ensembl project produces genome databases
for vertebrates and other eukaryotic species, and makes this
information freely available online.
MapView: The Map Viewer provides a wide variety of
genome mapping and sequencing data.
VISTA is a comprehensive suite of programs and databases
for comparative analysis of genomic sequences.
It was built to visualize the results of comparative analysis
based on DNA alignments.
The presentation of comparative data generated by VISTA
can easily suit both small and large scale of data.
BlueJay Genome Browser: a stand-alone visualization tool
for the multi-scale viewing of annotated genomes and
other genomic elements.
Applications
• Agriculture : Identifying the loci of advantageous genes is
a key step in breeding crops that are optimized for
greater yield, cost-efficiency, quality, and disease
resistance.
Medicine
• Applying a comparative genomics approach by analyzing
the genomes of several related pathogens can lead to
the development of vaccines that are multiprotective.
Research
• Comparative genomic methods have allowed researchers
to gather information about genetic variation, differential
gene expression, and evolutionary dynamics in primates.
• The Great Ape Genome Project used comparative
genomic methods to investigate genetic variation with
reference to the six great ape species, finding healthy
levels of variation in their gene pool despite shrinking
population size

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Comparative genomics.pdf

  • 1. Comparative genomics • Comparative genomics is a field of biological research in which the genomic features of different organisms are compared. • The genomic features may include the DNA sequence, genes, gene order, regulatory sequences, and other genomic structural landmarks. • In this branch of genomics, whole or large parts of genomes resulting from genome projects are compared to study basic biological similarities and differences as well as evolutionary relationships between organisms. Dr. Shiny C Thomas, Department of Biosciences, ADBU
  • 2. • The major principle of comparative genomics is that common features of two organisms will often be encoded within the DNA that is evolutionarily conserved between them. • Therefore, comparative genomic approaches start with making some form of alignment of genome sequences and looking for orthologous sequences (sequences that share a common ancestry) in the aligned genomes and checking to what extent those sequences are conserved. • Based on these, genome and molecular evolution are inferred and this may in turn be put in the context of, for example, phenotypic evolution or population genetics.
  • 3. • Started as soon as the whole genomes of two organisms became available (that is, the genomes of the bacteria Haemophilus influenzae and Mycoplasma genitalium) in 1995, comparative genomics is now a standard component of the analysis of every new genome sequence • With the explosion in the number of genome projects due to the advancements in DNA sequencing technologies, particularly the next-generation sequencing methods in late 2000s, this field has become more sophisticated, making it possible to deal with many genomes in a single study.
  • 4. • Comparative genomics has revealed high levels of similarity between closely related organisms, such as humans and chimpanzees, and, more surprisingly, similarity between seemingly distantly related organisms, such as humans and the yeast Saccharomyces cerevisiae. • It has also showed the extreme diversity of the gene composition in different evolutionary lineages. • Comparative genomics has a root in the comparison of virus genomes in the early 1980s. • For example, small RNA viruses infecting animals (picornaviruses) and those infecting plants (cowpea mosaic virus) were compared and turned out to share significant sequence similarity and, in part, the order of their genes
  • 5. • Saccharomyces cerevisiae, the baker's yeast, was the first eukaryote to have its complete genome sequence published in 1996. • After the publication of the roundworm Caenorhabditis elegans genome in 1998 and together with the fruit fly Drosophila melanogaster genome in 2000, Gerald M. Rubin and his team published a paper titled "Comparative Genomics of the Eukaryotes", in which they compared the genomes of the eukaryotes D. melanogaster, C. elegans, and S. cerevisiae, as well as the prokaryote H. influenzae
  • 6. • When two or more of the genome sequence are compared, you can get the evolutionary relationships of the sequences in a phylogenetic tree. • Similarity of related genomes is the basis of comparative genomics. • If two creatures have a recent common ancestor, the differences between the two species genomes are evolved from the ancestors’ genome. • The closer the relationship between two organisms, the higher the similarities between their genomes. • If there is close relationship between them, then their genome will display a linear behaviour (synteny), namely some or all of the genetic sequences are conserved.
  • 7. • Thus, the genome sequences can be used to identify gene function, by analyzing their homology (sequence similarity) to genes of known function. • Orthologous sequences are related sequences in different species: a gene exists in the original species, the species divided into two species, so genes in new species are orthologous to the sequence in the original species. • Paralogous sequences are separated by gene cloning (gene duplication): if a particular gene in the genome is copied, then the copy of the two sequences is paralogous to the original gene.
  • 8. • Comparative genomics exploits both similarities and differences in the proteins, RNA, and regulatory regions of different organisms to infer how selection has acted upon these elements. • Those elements that are responsible for similarities between different species should be conserved through time (stabilizing selection), while those elements responsible for differences among species should be divergent (positive selection). • Finally, those elements that are unimportant to the evolutionary success of the organism will be unconserved (selection is neutral).
  • 9. • One of the important goals of the field is the identification of the mechanisms of eukaryotic genome evolution. • comparative genomics studies of small model organisms (for example the model Caenorhabditis elegans and closely related Caenorhabditis briggsae) are of great importance to advance our understanding of general mechanisms of evolution Methods • Computational approaches to genome comparison
  • 10. Tools • Computational tools for analyzing sequences and complete genomes are developing quickly due to the availability of large amount of genomic data. • At the same time, comparative analysis tools are progressed and improved. UCSC Browser: This site contains the reference sequence and working draft assemblies for a large collection of genomes. Ensembl: The Ensembl project produces genome databases for vertebrates and other eukaryotic species, and makes this information freely available online. MapView: The Map Viewer provides a wide variety of genome mapping and sequencing data.
  • 11. VISTA is a comprehensive suite of programs and databases for comparative analysis of genomic sequences. It was built to visualize the results of comparative analysis based on DNA alignments. The presentation of comparative data generated by VISTA can easily suit both small and large scale of data. BlueJay Genome Browser: a stand-alone visualization tool for the multi-scale viewing of annotated genomes and other genomic elements.
  • 12. Applications • Agriculture : Identifying the loci of advantageous genes is a key step in breeding crops that are optimized for greater yield, cost-efficiency, quality, and disease resistance. Medicine • Applying a comparative genomics approach by analyzing the genomes of several related pathogens can lead to the development of vaccines that are multiprotective. Research • Comparative genomic methods have allowed researchers to gather information about genetic variation, differential gene expression, and evolutionary dynamics in primates.
  • 13. • The Great Ape Genome Project used comparative genomic methods to investigate genetic variation with reference to the six great ape species, finding healthy levels of variation in their gene pool despite shrinking population size