A new test suggests that, with a bit of your DNA, it can help identify whether you have a genetic susceptibility to opioid use disorder.
Aided by an influx of fentanyl and other substances, the number of drug overdose deaths continues to rise in the United States, a problem that only worsened during the COVID-19 pandemic. In 2022, data from the U.S. Centers for Disease Control and Prevention tallied 109,540 drug overdose deaths, most of which involved opioids.
In December 2023, the U.S. Food and Drug Administration approved AvertD (pronounced averted) for patients 18 and older who had never used opioids and were expecting to be treated for acute, not chronic, pain. It is the first genetic test to identify those at risk for opioid use to gain approvaland the only FDA-approved polygenic risk test for any psychiatric condition to date.
(Could monoclonal antibodies be the solution to the opioid crisis?)
The opioid crisis, one of the most profound public health issues facing the United States, calls for innovative measures to prevent, diagnose and treat opioid use disorder, including to assess the risk of developing the disorder, said the FDA in a statement announcing the decision. This approval represents another step forward in the FDA's efforts to prevent new cases of OUD.
But some experts in the psychiatric community have expressed skepticism that any polygenic testmeaning a test that measures small inputs from many genescan meaningfully identify people at high risk for psychiatric conditions like opioid addiction.
Psychiatric geneticist Arpana Agrawal from Washington University in St. Louis says that although genetics is important in understanding addiction, researchers still dont know enough to predict who is at risk of addiction from genetics alone. Patrick Sullivan, a psychiatrist at the University of North Carolina, Chapel Hill, and principal investigator of the Psychiatric Genomics Consortium, agrees. DNA only explains a small piece of why someone becomes addicted to opioids or develops an illness like schizophrenia.
Its not as straightforward as we want to think, Agrawal says.
Still, these and other experts National Geographic spoke to agree that polygenic risk tests offer promise for a range of other diseases from cardiovascular disease to Type 2 diabetes.
Before the human genome was sequenced, geneticists focused much of their work on conditions caused by mutations in a single gene, such as cystic fibrosis and hemophilia. The work was groundbreaking, but it didnt address the more common conditions like hypertension, high cholesterol, and diabetes.
Rather than a devastating impact from a single gene, many chronic diseases result from a complex interaction of environmental factors (such as pollution, childhood trauma, and food accessibility) and small inputs from hundreds, even thousands, of gene variants. Individually, the effect of each gene variant was insignificant. But scientists like Sekar Kathiresan, a cardiologist and geneticist who founded Verve Therapeutics, believed that all of these tiny influences could add up to something major.
(How personalized medicine is transforming your health care.)
His teams first breakthrough came with a March 2008 publication in the New England Journal of Medicine, which combined the impacts of nine genetic variants into a unified genetic risk for cardiovascular disease. Kathiresan and colleagues could combine the tiny impacts of many genes across a persons entire complement of DNA into a single assessment of genetic risk.
It was a proof of concept that maybe this is a key part of how disease risk comes about, Kathiresan says.
Scientists soon found an increasing number of genetic variants that influenced cardiovascular disease risk, making polygenic risk scores even better at identifying people whose genes predisposed them to heart disease.
Those people were treated more aggressively with statins, says Robert Green, a medical geneticist at Harvard Medical School, director of the Genomes2People Research Program at Mass General Brigham, and a paid consultant to Allelica, a company that sells polygenic risk score tests. Subsequent studies showed this likely helped lower their risk of heart attack and stroke.
Scientists began looking into other applications for polygenic risk scores. For some conditions, such as diabetes, Alzheimers disease, and breast and prostate cancers, scientists were able to calculate polygenic risk scores that were especially useful for screening and preventing disease, according to Kathiresan.
In other areas, however, researchers began running into problemsparticularly as they attempted to identify the DNA variations that could contribute to conditions such as bipolar disorder, schizophrenia, and opioid use disorder.
(What exactly is DNA? Here's what you need to know.)
Study after study has shown that risk for many mental health conditions is highly heritable, and people diagnosed with them have an array of genetic variants that differ significantly from those without.
But whats often more challenging than calculating a specific risk score is determining how useful it will be in medical practice. Take height, says Sullivan. The average man is significantly taller than the average woman, yet there are lots of short men and tall women. As a result, you cant accurately guess a persons sex based on their height, Sullivan says. Similarly, scientists might be able to detect genetic differences between those who have a psychiatric condition and those who dont, but theres too much overlap between the two groups to tell them apart.
Scientists are still not sure why. One possibility is that they dont yet know enough about the underlying genetics of psychiatric conditions to be able to use a test to identify high and low genetic risk. The other possibility is that the genetic differences between people at high and low risk just arent quite different enough to be medically useful.
Additionally, individuals of white European ancestry are disproportionately represented in most genetics studies, which means researchers know lessoften much lessabout the genes of people with other ethnicities, according to a 2019 study. This makes it harder to calculate a polygenic risk score for these populations, says Sullivan.
Nor do polygenic risk scores measure the full breadth of a persons risk of developing a disease. A polygenic risk score cant account for the myriad environmental factors that often have a greater impact than genetics on who gets sick. And a persons environment is particularly malleable, which provides more opportunities to shift the needle in the direction of health.
DNA is not destiny, says Kathiresan. It's one component, and it's not deterministic.
Still, the promise of a test that could prevent someone from getting addicted to opioids has been alluring to many scientists.
Keri Donaldsonfounder and CEO of Solvd Health, the manufacturer of AvertDfelt that artificial intelligence algorithms were up to the task of identifying individuals at high genetic risk of developing opioid use disorder.
Instead of isolating specific genetic variants to calculate someones risk, Donaldson asked a computer to determine the genetic differences between individuals who misused opiates and those who didnt. The study analyzed millions of points along the genome and identified 15 genetic variants that could help distinguish between these two groups.
The collective impact of these variants is calculated using a mathematical model that gives each test-taker a score between zero and 1. A score greater than 0.33 indicates an elevated genetic risk for opioid misuse. The higher the score, the greater the risk. That information forms the basis of AvertD.
But when Agrawals team tried to use artificial intelligence to predict opioid use disorder risk, they were unable to replicate the results. She says researchers need more diverse, larger studies to be able to identify it with a test.
Anytime we look at these polygenic factors, we have to consider that they're only ever going to be part of the picture. Environmental factors are going to be the other half, Agrawal says.
Donaldson agrees that while AvertD isnt a crystal ball, not providing that information is not the answer.
He defends the science behind the test, citing one study that shows AvertDs algorithms were able to distinguish between individuals with and without opioid use disorder over 80 percent of the time. Opioid use disorder is a complex trait, both nature and nurture. Were informing on the genetic portion of it, he says.
As these tests gain popularity, clinicians will have to learn how to interpret these results with their patients. Donaldson says that prescriber education is key.
Can we help individual patients, as well as prescribers, understand risk differently? That was the question we started on, Donaldson says.
The scores cant be read like a weather forecast, he says. An AvertD score of 0.5, for example, doesnt mean you have a 50/50 chance of becoming addicted to opioids. Rather, it means you have an above average risk and might want to pursue pain management options that dont involve opiates.
With AvertD risk scores in hand, physicians and patients can engage in informed conversations regarding opioid sparing techniques or alternative pain management options, he says.
Yet Agrawal worries about what this might mean for people whose tests suggest they are at high genetic risk of opioid addiction. She argues that many doctors still dont understand how to manage pain without opioidswhich could lead to needless suffering.
Instead of identifying opioid addiction, she prefers to focus on how we can make an easier pathway to recovery or safety, she says.
Read the original here:
What can your DNA say about your risk of opioid addiction? - National Geographic
- 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]