Hundreds of genetic variants can nudge someones risk of breast cancer up or down or towards a particular subtype. The studies identifying those gene variants, though, have largely involved people with European ancestry and thus give a less accurate picture of breast cancer risk for people who are not white.
Thats beginning to change. Last week, researchers published a genome-wide association study on breast cancer in roughly 40,000 people of African descent in Nature Genetics, marking a leap forward in scientists knowledge of breast cancer genetics in people of African ancestry.
Before we started this study in 2016, there were just several thousand cases for Black Americans. It was a very small number, said Wei Zheng, the studys senior investigator and a cancer epidemiologist at Vanderbilt University. This study combined data from dozens of other studies and included genetic data for thousands of new participants, making it the largest combined breast cancer genetics study done with people with African ancestry.
Specifically, the study compiled data from about 30 different studies investigating breast cancer in African or African American people. About 18,000 of them had breast cancer, while the other 22,000 were healthy controls, and investigators were able to scour their genetic data for specific variations that seemed closely related to breast cancer. The statistical power that comes with such numbers enabled the team to make two key advances.
First, the team found 12 loci, or locations in the genome, that showed a significant association with breast cancer. Of those, the team identified variants of three genes that appear to increase the risk of triple negative breast cancer, one of the most aggressive subtypes. Since everyone has two copies or alleles of each gene, that means someone could have anywhere between one and six risk-related alleles of these three genes. Those who had all six risk-related alleles had roughly double the chance of getting triple negative breast cancer than those who only had three.
That could provide a foothold for scientists to begin predicting who might get this aggressive form of breast cancer, and it might offer an opportunity to better understand the biology of triple negative breast cancer by highlighting genes that seem to be important. Finally, we have enough data to drill down to estrogen negative and triple negative breast cancer, which are twice as common in the African American population as any other population, said Julie Palmer, an author of the study and a cancer researcher at Boston University.
The other advance came when the researchers used the data to build a breast cancer risk prediction model for people with African ancestry. Such models take into account hundreds of different genetic variants that can slightly push breast cancer risk up, adding them all up into a polygenic risk score.
In the past, these scores always performed better for white people than Black people, mainly because theres so much more research done in people with European ancestry a combined total of more than 100,000 participants for breast cancer. Polygenic risk scores have had an AUC, a measure of the models performance, of about 0.63 for people with European ancestry compared to 0.58 for the African ancestry population. When researchers combined the data from this study into their new model, however, that figure rose to 0.60. That equates to the model being able to correctly distinguish between someone whos likely to get breast cancer and someone who isnt about 60% of the time.
Even if this work is validated in other studies, as it still needs to be, that figure is not too useful for most individuals. An astute observer might note an AUC of 0.63 is only passably better than a coin toss. Thats an indication polygenic risk scores dont perform as well overall as scientists would like even at their best. When polygenic risk scores are combined with other breast cancer risk factors, like age of first childbirth or breast density, were still not very good at predicting breast cancer, Palmer said.
But research is continually improving on that. The hope is, one day, these scores will help scientists build tools that can reliably distinguish people who are more likely to get breast cancer and thus might have more to gain by beginning screening earlier or more frequently. Or, conversely, they could help weed out people who arent likely to get breast cancer and could thus screen less. If you dont need it, then why do it? said Laura Fejerman, a cancer researcher and epidemiologist at the University of California, Davis.
Polygenic risk scores might already be able to provide some of that context for a small minority of people, Fejerman added. For the 1% of people with the highest polygenic risk, their lifetime risk was a little bit above 30%, Fejerman said. That could be an argument for them to screen more often, even if they had no other risk factors. If you learn that, you might be more on top of your screening than most people who maybe let three years pass. So, if you could get the highest-risk women to screen every year, that would be a big benefit.
Without datasets in non-European ancestry populations, other racial demographic groups could be left out of that progress. In that sense, this new paper is definitely a big step forward for achieving racial equity, said Swati Biswas, a statistician and cancer researcher at the University of Texas at Dallas who did not work on the study.
In particular, the data are needed if scientists ever hope to create a unified polygenic risk score that works for everyone. At the moment, many models rely on racial categorization Black people use an African ancestry model; white people use a European model. But using such models in clinical practice isnt optimal, pointed out Jennifer James, a sociologist who studies breast cancer and bioethics at the University of California, San Francisco.
Imagine someone whose ancestry is 5% African and 95% European, but who also happened to inherit breast cancer risk alleles that were only found in the African ancestry population. That would mean the African ancestry polygenic risk model might work better for them, even if they didnt identify as Black themselves. You could be 1% Black, but the one thing you got was that allele, James said. We need to move towards a unified polygenic risk score.
That still wont be enough to end the breast cancer mortality gap between Black and white people, even if scientists created a perfectly accurate polygenic risk model, James added. Thats because part of the reason for the disparity has to do with the health care system writ large, not subtle biological differences across populations.
We know Black women have a longer time to diagnosis, longer time from diagnosis to treatment, James said. If everyone had equal access to healthcare, that would do more to close gaps in mortality than tweaking prediction models. I want when someone finds a lump in their breast or needs a mammogram, they have equal access to care.
Read the original here:
Study finds gene variants tied to breast cancer risk in Black women - STAT
- Texas A&M Researchers Uncover Secrets Of Horse Genetics For Conservation, Breeding - Texas A&M University Today - November 20th, 2024 [November 20th, 2024]
- Myriad Genetics Announces Prequel Prenatal Screening Can Now be Performed Eight Weeks into Pregnancy - GlobeNewswire - November 20th, 2024 [November 20th, 2024]
- Fulgent Genetics, Inc. (FLGT): Among the Best Genomics Stocks to Buy Right Now - Yahoo Finance - November 20th, 2024 [November 20th, 2024]
- Precision mutational scanning: your multipass to the future of genetics - Nature.com - November 20th, 2024 [November 20th, 2024]
- Advancements of Haploid Technology in Crops: New Horizons in Breeding and Genetics - Frontiers - November 20th, 2024 [November 20th, 2024]
- Toward advances in retinoblastoma genetics in Kenya - Nature.com - November 12th, 2024 [November 12th, 2024]
- CRISPR/Cas9 screens identify key host factors that enhance rotavirus reverse genetics efficacy and vaccine production - Nature.com - November 12th, 2024 [November 12th, 2024]
- Genetics Play Key Role in Animal Health and Welfare, Aggression and Handling - Farms.com - November 12th, 2024 [November 12th, 2024]
- Episode 174: Rudy Tanzi talks about genetics, aging and the hallmarks of Alzheimers - IHMC - October 26th, 2024 [October 26th, 2024]
- Ocuphire and Opus Genetics merge to develop IRD gene therapy - Pharmaceutical Technology - October 26th, 2024 [October 26th, 2024]
- The RD Fund Announces Ocuphire Pharma's Acquisition of Opus Genetics - PR Newswire - October 26th, 2024 [October 26th, 2024]
- The RD Fund Announces Ocuphire Pharma's Acquisition of Opus Genetics - WV News - October 26th, 2024 [October 26th, 2024]
- Faculty of Science | Protecting Canadas number one crop through genetics - UM Today - October 26th, 2024 [October 26th, 2024]
- Ocuphire and Opus Genetics merge to develop IRD gene therapy - Yahoo Finance - October 26th, 2024 [October 26th, 2024]
- Opinion | Fascinated by genetics? Where are the peas Trump made to fornicate? - The Washington Post - October 13th, 2024 [October 13th, 2024]
- Dietary restriction can extend lifespan but genetics matters more - Nature.com - October 13th, 2024 [October 13th, 2024]
- 'They have much stronger players' - Bangladesh assistant coach bizarrely blames 'genetics' for lack of six hitters in the team - Sporting News - October 13th, 2024 [October 13th, 2024]
- Medical Moment: Genetics and breast cancer with USA Health Genetic Counselor Cassie Gurganus - AOL - October 13th, 2024 [October 13th, 2024]
- Myriad Genetics Announces Five Research Collaborations to Study the Use of MRD Testing in Breast Cancer - Yahoo Finance - October 13th, 2024 [October 13th, 2024]
- An ideologically-based and misleading critique of how modern genetics is taught - Why Evolution Is True - October 13th, 2024 [October 13th, 2024]
- 2024 Mercedes-AMG C63 Review: Bold But Beholden to Its Genetics - Newsweek - October 2nd, 2024 [October 2nd, 2024]
- Myriad Genetics Announces Third Patent Granted for Molecular Residual Disease (MRD) with Early Priority Date - GlobeNewswire - October 2nd, 2024 [October 2nd, 2024]
- Digbi Health Launches an SEC-regulated Offering, Giving Millions the Opportunity to Invest in Groundbreaking Genetics and Gut Microbiome-based Care... - October 2nd, 2024 [October 2nd, 2024]
- The role of genetics in depression | Second Opinion - KCRW - September 23rd, 2024 [September 23rd, 2024]
- Tilapia genetics company Spring Genetics teams up with UK data firm to improve fish welfare - SeafoodSource - September 23rd, 2024 [September 23rd, 2024]
- Picky eating in kids is mostly due to genetics, study says - Motherly Inc. - September 23rd, 2024 [September 23rd, 2024]
- Research Shows That Fussy Eating In Children Is Mainly Influenced By Genetics - RTTNews - September 23rd, 2024 [September 23rd, 2024]
- Genetics colloquium: Chris Hittinger on the genomic making of metabolic niche breadth Sep. 11 - University of WisconsinMadison - September 15th, 2024 [September 15th, 2024]
- NIH Recognizes Yales Expertise in the Genetics of Rare Diseases - Yale School of Medicine - September 15th, 2024 [September 15th, 2024]
- SOPHiA GENETICS and AstraZeneca Collaborate to Further Expand Global Access to Liquid Biopsy Testing - PR Newswire - September 15th, 2024 [September 15th, 2024]
- Medicines race dilemma: What science says about genetics and health [PODCAST] - Kevin MD - September 15th, 2024 [September 15th, 2024]
- Researchers want to unlock genetics of the worlds tiniest animals - Popular Science - September 15th, 2024 [September 15th, 2024]
- Sophia Genetics and AstraZeneca collaborate to expand liquid biopsy test rollout - Medical Device Network - September 15th, 2024 [September 15th, 2024]
- From farm to future: Technology in genetics - National Hog Farmer - September 2nd, 2024 [September 2nd, 2024]
- Editorial: Plant biotechnology and genetics for sustainable agriculture and global food security - Frontiers - September 2nd, 2024 [September 2nd, 2024]
- NSF Grant Brings Genetics Opportunities to Students in Alabama - Government Technology - September 2nd, 2024 [September 2nd, 2024]
- SBUs Ben Luft brings Lyme expertise to seminal paper on bacterial genetics and evolution - TBR News Media - September 2nd, 2024 [September 2nd, 2024]
- SOPHiA GENETICS to Present at the 22nd Annual Morgan Stanley Healthcare Conference and 9th Annual TD Cowen FutureHealth Conference - PR Newswire - September 2nd, 2024 [September 2nd, 2024]
- Singapores National Precision Medicine (NPM) Programme Engages Oxford Nanopore to Advance Understanding of the Genetics of Singapores Multi-Ethnic... - August 5th, 2024 [August 5th, 2024]
- Fulgent Genetics Second Quarter 2024 Earnings: Beats Expectations - Yahoo Finance - August 5th, 2024 [August 5th, 2024]
- Stopped clinical trials give evidence for the value of genetics - Nature.com - August 5th, 2024 [August 5th, 2024]
- What is DSD? Sex genetics and Olympic boxing controversy - Washington Examiner - August 5th, 2024 [August 5th, 2024]
- Fulgent Genetics Q2: Core Revenue Grows, but Profitability Is Still an Issue - The Motley Fool - August 5th, 2024 [August 5th, 2024]
- Viewpoint: Challenging yet another scientifically silly article claiming Black domination of sprinting and long distance running has nothing to do... - August 5th, 2024 [August 5th, 2024]
- Texas Company Trying To Resurrect Woolly Mammoths To Improve Genetics Of Bison - Cowboy State Daily - August 5th, 2024 [August 5th, 2024]
- Genetics confirms Berbers reached North Africa over 20,000 years ago; Arabs came in 7th Century CE - Down To Earth Magazine - August 5th, 2024 [August 5th, 2024]
- Unlocking plant genetics with telomere-to-telomere genome assemblies - Nature.com - July 26th, 2024 [July 26th, 2024]
- Carlo Ancelotti claims Jude Bellingham's 'genetics' are main reason behind Real Madrid & England superstar's meteoric rise to the top - Goal.com - July 26th, 2024 [July 26th, 2024]
- Genetics-based modeling estimates Idaho's wolf population was 1,150 in summer 2023 - Idaho Fish and Game - July 26th, 2024 [July 26th, 2024]
- Lung Cancer Research Foundation Joins Lung Cancer Advocacy Organizations and 23andMe to Launch Lung Cancer Genetics Study to Advance Research - PR... - July 26th, 2024 [July 26th, 2024]
- Fulgent Genetics (FLGT) Scheduled to Post Earnings on Friday - Defense World - July 26th, 2024 [July 26th, 2024]
- SOPHIA GENETICS Announces Expanded Relationship with Canada-Based OncoHelix - Financial Times - July 26th, 2024 [July 26th, 2024]
- LG Household & Health Care publishes research into the genetics of skin tone - GlobalCosmeticsNews - July 26th, 2024 [July 26th, 2024]
- Estonians gave their DNA to science now they're learning their genetic secrets - Nature.com - June 27th, 2024 [June 27th, 2024]
- Genetic clues to depression revealed in large study - PsyPost - June 27th, 2024 [June 27th, 2024]
- Move Over, Genghis Khan. Many Other Men Left Huge Genetic Legacies - Smithsonian Magazine - June 27th, 2024 [June 27th, 2024]
- 3X4 Genetics Selected as Partner for Preeminent Cancer Research and Treatment Nonprofit, The Metabolic Terrain ... - BioSpace - June 27th, 2024 [June 27th, 2024]
- NIFA Invests $6M in Animal Breeding, Genetics and Genomics | NIFA - National Institute of Food and Agriculture - June 27th, 2024 [June 27th, 2024]
- Arbel Harpak: Pursuing the Next Frontier in Genetics | Dell Medical School - Dell Medical School - June 27th, 2024 [June 27th, 2024]
- Coffee habits are partly linked to genetics, UC San Diego researchers say - NBC San Diego - June 27th, 2024 [June 27th, 2024]
- Advanced genetic tools help researchers ID new neurodevelopmental syndrome - Yale News - June 27th, 2024 [June 27th, 2024]
- Nutritious diet may protect against type 2 diabetes, regardless of genetics - News-Medical.Net - June 27th, 2024 [June 27th, 2024]
- Genome-wide association study identifies host genetic variants influencing oral microbiota diversity and metabolic ... - Nature.com - June 27th, 2024 [June 27th, 2024]
- Unlock the Secrets of Your DNA with Advanced Genetic Testing - North Forty News - June 27th, 2024 [June 27th, 2024]
- Modern and precise: Using gene editing to change the blueprint of an organism - Beef Magazine - June 27th, 2024 [June 27th, 2024]
- The 'gene deserts' unravelling the mysteries of disease - BBC.com - June 27th, 2024 [June 27th, 2024]
- UGA plant geneticists are tackling the climate crisis - Longview News-Journal - June 27th, 2024 [June 27th, 2024]
- Genetic Tests for Predicting Clopidogrel Response Gain Traction: AHA - TCTMD - June 27th, 2024 [June 27th, 2024]
- Bringing Gene Therapy to the Brain - The Scientist - June 27th, 2024 [June 27th, 2024]
- The importance of the paradise fish in evolutionary and behavioral genetics research - Phys.org - June 9th, 2024 [June 9th, 2024]
- What Is Fulgent Genetics, Inc.'s (NASDAQ:FLGT) Share Price Doing? - Yahoo Finance - June 9th, 2024 [June 9th, 2024]
- UW initiative aims to bring together social sciences and genetics - Wisbusiness.com - June 9th, 2024 [June 9th, 2024]
- Women have a higher genetic risk for PTSD, according to study by VCU and Swedish researchers - VCU News - June 9th, 2024 [June 9th, 2024]
- Genetics study points to potential treatments for restless leg syndrome - University of Cambridge news - June 9th, 2024 [June 9th, 2024]
- deCODE genetics: The rate, nature and transmission of mitochondrial DNA mutations in humans - PR Newswire - June 9th, 2024 [June 9th, 2024]
- Genetic association mapping leveraging Gaussian processes | Journal of Human Genetics - Nature.com - June 9th, 2024 [June 9th, 2024]
- Minimally destructive hDNA extraction method for retrospective genetics of pinned historical Lepidoptera specimens ... - Nature.com - June 9th, 2024 [June 9th, 2024]
- Restless legs syndrome tied to 140 'hotspots' in the genome - Livescience.com - June 9th, 2024 [June 9th, 2024]
- Paired tumor-germline testing can enhance patient carewith guidance from genetics specialists - The Cancer Letter - June 9th, 2024 [June 9th, 2024]
- Improved functional mapping of complex trait heritability with GSA-MiXeR implicates biologically specific gene sets - Nature.com - June 9th, 2024 [June 9th, 2024]