#PAGE_PARAMS# #ADS_HEAD_SCRIPTS# #MICRODATA#

A Study of CNVs As Trait-Associated Polymorphisms and As Expression Quantitative Trait Loci


We conducted a comprehensive study of copy number variants (CNVs) well-tagged by SNPs (r2≥0.8) by analyzing their effect on gene expression and their association with disease susceptibility and other complex human traits. We tested whether these CNVs were more likely to be functional than frequency-matched SNPs as trait-associated loci or as expression quantitative trait loci (eQTLs) influencing phenotype by altering gene regulation. Our study found that CNV–tagging SNPs are significantly enriched for cis eQTLs; furthermore, we observed that trait associations from the NHGRI catalog show an overrepresentation of SNPs tagging CNVs relative to frequency-matched SNPs. We found that these SNPs tagging CNVs are more likely to affect multiple expression traits than frequency-matched variants. Given these findings on the functional relevance of CNVs, we created an online resource of expression-associated CNVs (eCNVs) using the most comprehensive population-based map of CNVs to inform future studies of complex traits. Although previous studies of common CNVs that can be typed on existing platforms and/or interrogated by SNPs in genome-wide association studies concluded that such CNVs appear unlikely to have a major role in the genetic basis of several complex diseases examined, our findings indicate that it would be premature to dismiss the possibility that even common CNVs may contribute to complex phenotypes and at least some common diseases.


Vyšlo v časopise: A Study of CNVs As Trait-Associated Polymorphisms and As Expression Quantitative Trait Loci. PLoS Genet 7(2): e32767. doi:10.1371/journal.pgen.1001292
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pgen.1001292

Souhrn

We conducted a comprehensive study of copy number variants (CNVs) well-tagged by SNPs (r2≥0.8) by analyzing their effect on gene expression and their association with disease susceptibility and other complex human traits. We tested whether these CNVs were more likely to be functional than frequency-matched SNPs as trait-associated loci or as expression quantitative trait loci (eQTLs) influencing phenotype by altering gene regulation. Our study found that CNV–tagging SNPs are significantly enriched for cis eQTLs; furthermore, we observed that trait associations from the NHGRI catalog show an overrepresentation of SNPs tagging CNVs relative to frequency-matched SNPs. We found that these SNPs tagging CNVs are more likely to affect multiple expression traits than frequency-matched variants. Given these findings on the functional relevance of CNVs, we created an online resource of expression-associated CNVs (eCNVs) using the most comprehensive population-based map of CNVs to inform future studies of complex traits. Although previous studies of common CNVs that can be typed on existing platforms and/or interrogated by SNPs in genome-wide association studies concluded that such CNVs appear unlikely to have a major role in the genetic basis of several complex diseases examined, our findings indicate that it would be premature to dismiss the possibility that even common CNVs may contribute to complex phenotypes and at least some common diseases.


Zdroje

1. ManolioTA

CollinsFS

CoxNJ

GoldsteinDB

HindorffLA

2009 Finding the missing heritability of complex diseases. Nature 461 747 753

2. McCarrollSA

KuruvillaFG

KornJM

CawleyS

NemeshJ

2008 Integrated detection and population-genetic analysis of SNPs and copy-number variation. Nature Genetics 40 1166 1174

3. McCarrollSA

2008 Extending genome-wide association studies to copy-number variation. Human Molecular Genetics. Hum Mol Gen 17 R2 R135 42

4. WalshT

McClellanJM

McCarthySE

AddingtonAM

PierceSB

2008 Rare structural variants disrupt multiple genes in neurodevelopmental pathways in schizophrenia. Science 320 5875 539 43

5. McCarrollSA

HuettA

KuballaP

ChilewskiSD

LandryA

2008 Deletion polymorphism upstream of IRGM associated with altered IRGM expression and Crohn's disease. Nature Genetics 40 9 1107 12

6. WillerCJ

SpeliotesEK

LoosRJF

LiS

LindgrenCM

2009 Six new loci associated with body mass index highlight a neuronal influence on body weight regulation. Nature Genetics 41 1 25 34

7. ConradDF

PintoD

RedonR

FeukL

GokcumenO

2010 Origins and functional impact of copy number variation in the human genome. Nature 464 7289 704 12

8. WTCCC 2010 Genome-wide association study of CNVs in 16,000 cases of eight common diseases and 3,000 shared controls. Nature 464 7289 713 20

9. HindorffLA

SethupathyP

JunkinsHA

RamosEM

MehtaJP

2009 Potential etiologic and functional implications of genome-wide association loci for human diseases and traits. Proc Natl Acad Sci USA 106 23 9362 7

10. NicolaeDL

GamazonE

ZhangW

DuanS

DolanME

2010 Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS. PLoS Genet 6 e1000888 doi:10.1371/journal.pgen.1000888

11. HuangDW

ShermanBT

LempickiRA

2009 Systematic and integrative analysis of large gene lists using DAVID Bioinformatics Resources. Nature Protoc 4 1 44 57

12. GamazonER

ZhangW

KonkashbaevA

DuanS

KistnerEO

2010 SCAN: SNP and copy number annotation. Bioinformatics 26 2 259 62 doi:10.1093/bioinformatics/btp644

13. LiS

ChenX

ZhangH

LiangX

XiangY

2009 Differential expression of microRNAs in mouse liver under aberrant energy metabolic status. J Lipid Res 50 9 1756 65

14. RedonR

IshikawaS

FitchKR

FeukL

PerryGH

2006 Global variation in copy number in the human genome. Nature 411 199 204

15. McCarrollSA

BradnerJE

TurpeinenH

VolinL

MartinPJ

2009 Donor-recipient mismatch for common gene deletion polymorphisms in graft-versus-host disease. Nature Genetics 41 1341 1344

16. FeukL

CarsonAR

SchererSW

2006 Structural variation in the human genome. Nat Rev Genet 7 85 97

17. DuanS

HuangRS

ZhangW

BleibelWK

RoeCA

2008 Genetic architecture of transcript-level variation in humans. Am J Hum Genet 82 5 1101 13

18. ZhangW

DuanS

BleibelWK

WiselSA

HuangRS

2009 Identification of common genetic variants that account for transcript isoform variation between human populations. Hum Genet 125 1 81 93

Štítky
Genetika Reprodukčná medicína

Článok vyšiel v časopise

PLOS Genetics


2011 Číslo 2
Najčítanejšie tento týždeň
Najčítanejšie v tomto čísle
Kurzy

Zvýšte si kvalifikáciu online z pohodlia domova

Získaná hemofilie - Povědomí o nemoci a její diagnostika
nový kurz

Eozinofilní granulomatóza s polyangiitidou
Autori: doc. MUDr. Martina Doubková, Ph.D.

Všetky kurzy
Prihlásenie
Zabudnuté heslo

Zadajte e-mailovú adresu, s ktorou ste vytvárali účet. Budú Vám na ňu zasielané informácie k nastaveniu nového hesla.

Prihlásenie

Nemáte účet?  Registrujte sa

#ADS_BOTTOM_SCRIPTS#