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GLOBAL VARIATION IN COPY NUMBER IN THE HUMAN GENOMEAda Uzo-Okereke
Patricia Dennis
HUMAN GENETIC DIVERSITY
Nearly 99.9% of an individual’s genetic information is estimated to be identical to the information of any given stranger.
A majority of these differences have been linked to small submicroscopic alterations in a DNA sequence.
Few rare mutations can be viewed on a microscopic level.Large scale, duplications, deletions,
translocation, aneuploidy.
HUMAN GENETIC DIVERSITY
Supplementary Fig. 3
WHAT ARE CNVS AND WHY ARE THEY IMPORTANT? Copy number variation (CNV) of DNA sequences
constitute large segments of DNA ranging from 1 Kb that have copy number differences when compared to a reference genome.
CNVs: deletions, duplications, insertions, inversions, etc.
CNVs associate with genes and can disrupt their expression or their dosage.
Why Study CNVs?May influence gene expression and adaptation, can
give insight into complexity of normal phenotypic variation and disease.
THE HISTORY OF CNVSAre CNVs something new?
Rearrangement, structure, and variation in chromosome copy number have been linked to disease.
70yrs ago: duplication of Bar gene in Drosophila melanogaster has been shown to cause the Bar eye phenotype this was one of the first known associations with CNV
Down Syndrome: Chromosome 21 The complexity of CNVs and their nature is now
being investigated, with resources available to accomplish such detailed analysis. Normal human genetic variance and other disease studies can be further understood through the understanding of CNVs.
THE BIGGER PICTURE
Understanding and the further investigation of copy number variance could lead to better understanding of human genetic variance and disease.
STUDY OBJECTIVE
To provide one of the first CNV maps of the human genome and demonstrate this utility as a great resource for future genetic disease studies and to provide a framework for studies of human genetic variation by studying and screening for CNV of several individuals across populations of different ancestry.
METHODS
DNA of 270 people from four populations with distinct ancestry was collected. Groups included two 30 parent-offspring trios,
and two groups of 45 unrelated individuals. Collection was from lymphoblastoid cell lines
and was screened for obvious inconsistencies in structure and composition. Chromosome number, hybridization with blood
DNA, somatic deletions within SNP genotypes.
METHODS
Parameters were set to estimate the number of CNV detections that could be labeled as false positives. Accomplished by validating a number of known
CNV’s The presence and location of CNV’s were
determined using two distinct platforms. Comparative Genome Hybridization with Whole
Genome TilePath Array Comparative Intensity Analysis with Affymetrix
500k Early Access SNP Chip. Compiled and compared data to reach their final
conclusions.
AFFYMETRIX GENECHIP HUMAN MAPPING 500K Used in whole genome association studies and
genotypes via hybridization. This system relies on gene chips that represent
identified SNPs. For each SNP there are 25-40 different 25-
nucleotide probes. Millions of probes are placed on a Variant
Detector array (VDA). Genomic DNA is fragmented with restriction
enzymes, amplified, purified, labeled and hybridized with the array. The signal intensity of DNA that match the probe are
compared with those that didn’t match at the probes central position.
AFFYMETRIX GENECHIP HUMAN MAPPING 500K
Gibson 175
RESULTS OBTAINED FROM AFFYMETRIX
The average number of CNVs detected per experiment was 24
Median size of CNVs detected was 81kb and the mean size was 206kb.
980 CNVRs were detected and their genomic regions were also mapped.
Overall, this platform was better at detecting smaller CNVs.
COMPARATIVE GENOME HYBRIDIZATION WITH WHOLE GENOME TILEPATH ARRAY DNA Microarrays allow for the measurement of gene
expression WGTP array comprises 26,574 large insert clones
which represent 93.7% the euchromatic portion of the human genome.
Test DNA is cloned, cleaved with restriction enzymes, purified, labeled.
Labeled test DNA and normal reference DNA are hybridized together
Hybridization is detected by different fluorophores The tilling array platform used required mechanically
spotting probes on microarray chips Excitation with laser beam and Microarray scanner CNVs are seen as the ratio of the intensities of the
fluorescence emitted changes along the target chromosome.
Dye Swap used to account for dye bias.
WHOLE GENOME ARRAY TILING
RESULTS OBTAINED FROM TILEPATH
Detected an average of 70 CNVs per experiment.
The median size of CNVs was 228kb, and the mean size was 341kb. Large size of CNVs was attributed to the
platforms tendency to report that the entire cloned insert was the CNV, as opposed to the small fraction of the clone containing the CNV.
This platform proved to be more effective in identifying CNV’s in duplicated regions.
913 CNVs were detected on this platform.
PROCEDURAL OUTLINE
Fig. 1
RESULTS Between both platforms:
1,447 different CNVRs were found, consisting of 12% of the human genome.
There are no large stretches of genome absent from CNVs.
Any given portion of chromosome has a 6-19% chance of containing a CNV.
Classified CNVs: deletions, duplications, deletions and duplications at the same locus, multi-allelic loci, complex loci insight into CNV formation.
CNVRs are normally located outside of genes found in highly conserved areas. Cell signaling, proliferation, kinase and
phosphorylation related categories. Thousands of functional sequences have been
found to flank or fall into CNVRs.
RESULTS Genes that were found to contain CNVs
involve: Sensory perception Neurophysiological processes Cell adhesion Diseases that are both polymorphic or follow
mendelian patterns of inheritance. There is a greater observance of linkage
disequilibrium around SNPs than CNVs. Some CNVs are poorly predicted by SNPs that
were considered to mark their locations in previous studies.
Variation of CNVs in relation of population was similar to numbers found through SNP studies.
GENOMIC DISTRIBUTION OF CNVRS
Fig. 4
LOOKING INTO THE FUTURE WITH CNVS CNV’s may offer insight into evolutionary studies.
Chimpanzee vs. Human: Most genetic differences have been identified as CNV’s with 1/3 unique to human beings.
Adds another variable to predict the likelihood of complex phenotypes. Environmental factors + SNPs + CNV and CNV dosage
= Phenotype Genotyping platforms such as Illumina Infinium,
will begin incorporating CNV variants. The location of specific CNVs can be used to detect
susceptibility to certain conditions such as schizophrenia and other spectrum disorders.
Current methods for screening CNV’s isn’t enough to associate them with disease.
More complex methods that are available could run at the cost of $1 million.
FURTHER READING Affymetrix GeneChip
http://www.youtube.com/watch?v=MuN54ecfHPw DNA Chips and Microarrays http://www.youtube.com/watch?v=ui4BOtwJEXs&feature=related Nigel, Carter P. 2007. Methods and strategies for analyzing copy
number variation using DNA microarrays. Nature Genetics 39, S16 - S21 http://www.nature.com/ng/journal/v39/n7s/full/ng2028.html
Wang, Kai. 2008. Modeling genetic inheritance of copy number variations. Nucleic Acids Research, Vol. 36, No. 21 e138 http://nar.oxfordjournals.org/cgi/content/full/36/21/e138
Clancy, S. 2008. Copy number variation. Nature Education 1(1) http://www.nature.com/scitable/topicpage/Copy-Number-Variatio
n-445 Lobo, I. 2008. Copy number variation and genetic disease. Nature
Education 1(1) http://www.nature.com/scitable/topicpage/Copy-Number-
Variation-and-Genetic-Disease-911
BIBLIOGRAPHY Nigel, Carter P. 2007. Methods and strategies for analyzing
copy number variation using DNA microarrays. Nature Genetics 39, S16 - S21 http://www.nature.com/ng/journal/v39/n7s/full/ng2028.html
Wang, Kai. 2008. Modeling genetic inheritance of copy number variations. Nucleic Acids Research, Vol. 36, No. 21 e138 http://nar.oxfordjournals.org/cgi/content/full/36/21/e138
Clancy, S. 2008. Copy number variation. Nature Education 1(1) http://www.nature.com/scitable/topicpage/Copy-Number-Variation-
445 Lobo, I. 2008. Copy number variation and genetic
disease. Nature Education 1(1) http://www.nature.com/scitable/topicpage/Copy-Number-Variation-
and-Genetic-Disease-911 http://news.softpedia.com/news/12-of-the-DNA-Differs-
Amongst-Human-Races-and-Populations-40872.shtml Gibson, Greg. A Primer of Genome Science, Third
Edition. Sunderland, Ma: Sinauer Associates, Inc, 2009.