By analysing genomic data from more than 30,000 people, an international research team has revealed thousands of new regulatory regions that control disease-linked genes. Their findings, published in the journal Nature Genetics, have been described as a significant step forward for genomics-driven precision medicine and could help identify markers that reveal which patients will benefit most from which treatment.
In this study we have provided an entirely new view of genetic regulation by uncovering an in-depth picture of how genes and disease are linked, said co-senior author Associate Professor Joseph Powell, Director of the Garvan-Weizmann Centre for Cellular Genomics and Deputy Director of the UNSW Cellular Genomics Futures Institute. It is the most comprehensive analysis of how human genetic variation affects gene expression to date.
To study how human genetic variation affects our risk of disease, researchers often carry out genome-wide association studies, which scan the genomes of patients and look for genetic variants more commonly associated with a specific condition. But interpreting these results is not straightforward instead of directly driving disease, many genetic variants instead regulate the activity of genes, influencing how much of a protein is produced.
By pinpointing these regulatory regions, known as expression quantitative trait loci (eQTLs), researchers are able to better understand which genes directly contribute to disease risk and which could be targeted with precision treatments. In this study, the team used specialised machine learning algorithms to analyse genomic data from the blood samples of 31,684 individuals.
Thanks to the statistical power of this large dataset, we were able to uncover new regulatory regions on the human genome, Assoc Prof Powell said. Instead of just cataloguing the regulatory gene locations that were adjacent (known as cis-eQTLs), we were able to reveal genes that modulated the activity of more distant genes (known as trans-eQTLs).
Out of the millions of genes they investigated, the researchers found not only that 88% had a cis-eQTL effect, but that 32% of genes also had a trans-eQTL effect further away in the genome, more than half of which they could assign to a biological impact, such as cardiovascular and immune diseases.
While its clear that genetic variants are almost always a root cause of disease, the mechanism by which they influence disease is far less clear, Assoc Prof Powell said. For instance, while a specific condition may be linked to hundreds of genetic variants, the vast majority contribute to disease by regulating gene activity.
Understanding which genes this regulation converges on will be invaluable to identify targets for new potential medicines. If a pharmaceutical company develops a therapy that targets a certain molecule, our resource can help identify how its expression is regulated and if the genetic background of different patients is likely to impact its efficacy.
What weve discovered is an entirely new level of genomic information, providing a deeper understanding of biology and disease.
The teams resource is now available to researchers worldwide via http://www.eqtlgen.org.
Image credit: stock.adobe.com/au/Tartila
Please follow us and share on Twitter and Facebook. You can also subscribe for FREE to our weekly newsletters and bimonthly magazine.
See the original post:
New regulatory regions uncovered on the human genome - Lab + Life Scientist
- ENCODE: Encyclopedia Of DNA Elements - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- 07.05.2010 - The Human Genome [ Coast To Coast AM ] - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- NOVA scienceNOW : 51 - Public Genomes, Algae Fuel, Mystery of the Gakkel Ridge, Yoky Matsuoka - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Vincent T. - Genome (Club Remix) - [Preview] - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Comparing The Human And Chimpanzee Genomes - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Whole Genome Sequencing and Its Impact on Clinical Care - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Carlos Bustamante -- "Reconstructing the Great Human Diasporas from Genome Variation Data" - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- 3 Sad Surprises: The Human Genome Project - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- The RFW interviews Genome - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Science Bulletins: Scientists Peer Inside "Superbug" Genome - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Genome : Live @ Smu's : June 3 2012 - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Inoki Genome Federation - Genome 19 - 04 02 2012 - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- THE HUMAN GENOME MUSIC PROJECT - CHROMOSOME 1 - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Genomic Medicine - Bruce Korf (2012) - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Human Genome's 'Blockbuster' Potential Undervalued in Bid GSK vs HGSI - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Announcing the Completion of the First Survey of the Entire Human Genome at the White House - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- DNA analysis Part I. Genomic Sequencing - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- The Genome Question: Moore vs. Jevons with Bud Mishra - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- Genome-Wide Association Studies - Karen Mohlke (2012) - Video [Last Updated On: September 7th, 2012] [Originally Added On: September 7th, 2012]
- New human genome research aids understanding of disease [Last Updated On: September 8th, 2012] [Originally Added On: September 8th, 2012]
- UNC Lineberger scientists lead definition of key lung cancer genome [Last Updated On: September 10th, 2012] [Originally Added On: September 10th, 2012]
- Illumina Announces Expedited Individual Genome Sequencing Service (IGS) [Last Updated On: September 11th, 2012] [Originally Added On: September 11th, 2012]
- Genome research given a boost with opening of bioscience facility [Last Updated On: September 11th, 2012] [Originally Added On: September 11th, 2012]
- Re-Imagining Our Genes: ENCODE Project Reveals Genome as an Information Processing System [Last Updated On: September 11th, 2012] [Originally Added On: September 11th, 2012]
- Illumina unveils upgraded genome sequence service [Last Updated On: September 12th, 2012] [Originally Added On: September 12th, 2012]
- US Personalized Cancer Genome Sequencing Market [Last Updated On: September 18th, 2012] [Originally Added On: September 18th, 2012]
- Yale maps “uncharted” genome regions [Last Updated On: September 18th, 2012] [Originally Added On: September 18th, 2012]
- Research and Markets: US Personalized Cancer Genome Sequencing Market [Last Updated On: September 19th, 2012] [Originally Added On: September 19th, 2012]
- 3Qs: New clues to unlocking the genome [Last Updated On: September 19th, 2012] [Originally Added On: September 19th, 2012]
- Oyster Genome Pries Open Mollusk Evolutionary Shell [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Bangladeshi scientist decodes genome of deadly fungus [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Oyster genome uncover the stress adaptation and complexity of shell formation [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- The oyster genome reveals stress adaptation and complexity of shell formation [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Diseases of aging map to a few 'hotspots' on the human genome [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- GnuBIO Awarded $4.5 Million in Funding from the National Human Genome Research Institute to Develop Lower Cost Genome ... [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Oyster genome mystery unravelled [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Devangshu Datta: What's in a genome [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- Pacific Oyster Genome Shows Stress Adaptation And Complexity Of Shell Formation [Last Updated On: September 20th, 2012] [Originally Added On: September 20th, 2012]
- UNC Lineberger scientists lead cancer genome analysis of breast cancer [Last Updated On: September 24th, 2012] [Originally Added On: September 24th, 2012]
- Encoding the human genome [Last Updated On: September 24th, 2012] [Originally Added On: September 24th, 2012]
- Cancer genome analysis of breast cancer: Team identifies genetic causes and similarity to ovarian cancer [Last Updated On: September 24th, 2012] [Originally Added On: September 24th, 2012]
- Fungus genome map paves way for 'Snow White' jute variety [Last Updated On: September 24th, 2012] [Originally Added On: September 24th, 2012]
- New online, open access journal focuses on microbial genome announcements [Last Updated On: September 25th, 2012] [Originally Added On: September 25th, 2012]
- By Simply Sharing, Doctors Could Unlock the Genome's Potential [Last Updated On: September 25th, 2012] [Originally Added On: September 25th, 2012]
- Forget the Cloud—Knome Offers Genome Analysis in a Box [Last Updated On: September 28th, 2012] [Originally Added On: September 28th, 2012]
- BGI@CHOP Joint Genome Center to Offer Clinical Next-Generation Sequencing Services [Last Updated On: September 28th, 2012] [Originally Added On: September 28th, 2012]
- Holy Bat Virus! Genome Hints At Origin Of SARS-Like Virus [Last Updated On: September 29th, 2012] [Originally Added On: September 29th, 2012]
- Community Fundraising Effort Helps Researchers Sequence Parrot Genome [Last Updated On: September 29th, 2012] [Originally Added On: September 29th, 2012]
- UMass Med professors are sleuths of the genome [Last Updated On: September 30th, 2012] [Originally Added On: September 30th, 2012]
- Knome Introduces the knoSYS™100; First Plug-and-Play Human Genome Interpretation System [Last Updated On: September 30th, 2012] [Originally Added On: September 30th, 2012]
- First large scale trial of whole-genome cancer testing for clinical decision-making reported [Last Updated On: October 1st, 2012] [Originally Added On: October 1st, 2012]
- Should You Get Your Genome Mapped? [Last Updated On: October 1st, 2012] [Originally Added On: October 1st, 2012]
- Surprising differences between apples and pears [Last Updated On: October 2nd, 2012] [Originally Added On: October 2nd, 2012]
- 50-Hour Whole Genome Sequencing Provides Rapid Diagnosis for Children With Genetic Disorders [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- A map of rice genome variation reveals the origin of cultivated rice [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Genome analysis promises hope for breast cancer patients [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Genome Alberta Welcomes Alberta Minister of Enterprise and Advanced Education, Stephen Khan and Federal Minister of ... [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Fifty-hour whole genome sequencing provides rapid diagnosis for children with genetic disorders [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Will Low-Cost Genome Sequencing Open 'Pandora's Box'? [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Genome testing could help individualize treatments [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- Would you get your genome tested? [Last Updated On: October 3rd, 2012] [Originally Added On: October 3rd, 2012]
- The Genome — a Pandora's Box? [Last Updated On: October 4th, 2012] [Originally Added On: October 4th, 2012]
- Fast genome test could help sick newborns [Last Updated On: October 4th, 2012] [Originally Added On: October 4th, 2012]
- In-Depth Genome Analysis Moves Toward The Hospital Bed [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Your Verdict On Getting A Genome Test? Bring It On [Last Updated On: October 6th, 2012] [Originally Added On: October 6th, 2012]
- Genome-wide study identifies 8 new susceptibility loci for atopic dermatitis [Last Updated On: October 7th, 2012] [Originally Added On: October 7th, 2012]
- Genome-wide study identifies eight new susceptibility loci for atopic dermatitis [Last Updated On: October 7th, 2012] [Originally Added On: October 7th, 2012]
- Genome interpreter vies for place in clinical market [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- The $1,000 Genome: A Bait and Switch? [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- Mount Sinai School of Medicine Offers First-Ever Course with Whole Genome Sequencing [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- First whole genome sequencing of multiple pancreatic cancer patients has been outlined [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Cheap genome sequences demand new rules on privacy [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- UConn Gets Grant For Genome Research [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Inconsistent Genome Privacy Laws Need Toughening, Panel Says [Last Updated On: October 12th, 2012] [Originally Added On: October 12th, 2012]
- US panel calls for stronger privacy for genome data [Last Updated On: October 12th, 2012] [Originally Added On: October 12th, 2012]
- Genome Canada Board Appoints New Chair [Last Updated On: October 12th, 2012] [Originally Added On: October 12th, 2012]
- The $1,000 Genome Is Almost Here- Are We Ready? [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- Global genome effort seeks genetic roots of disease [Last Updated On: October 31st, 2012] [Originally Added On: October 31st, 2012]
- Massive encyclopedia helps explain how the human genome works [Last Updated On: October 31st, 2012] [Originally Added On: October 31st, 2012]
- Genome evolution and carbon dioxide dynamics [Last Updated On: October 31st, 2012] [Originally Added On: October 31st, 2012]