GWAS and Polygenic Risk Scores (PGS)
Genome-Wide Associations Studies (GWAS) employ statistical means of describing the genome. They can be used to calculate polygenic risk scores or polygenic scores (they go by both names), which can tell you how your genetic constitution compares to others. It also can predict traits, including the risk of diseases caused by multiple genetic combinations. (Heres more on GWAS and PGS).
But while your PGS can tell you that you may be at a higherriskof, say, coronary heart disease it wont tell youwhenyou might get sick or evenifyou will get sick at all. The most your PGS can tell you is yoursusceptibilityto disease. Nor does PGS factor in contributory causes like environmental insults or lifestyle, diet, or stress, which also influence disease onset.
Choice over Chance
PGS can tell you whats bad about your genome but it can also tell you whats good about it. For reproductive entrepreneurs, this translated into using these scores to select the best embryo for implantation following In Vitro Fertilization (IVF). At least one Americancompanyadvertises the technology to choose the healthiest embryo amongst the litter of recovered fertilized eggs.
It doesnt take much imagination to conjure the creation of a PGS for intelligence(some reports say it already exists and is available for the wealthy[1, 2])or aesthetics, using an algorithm for height, body-mass index, eye and hair color, skin tone, facial symmetry and Fibonacciproportionalityof features, or athleticism, including genetic markers for endurance, muscle mass, and strength. These scores would allow prospective parents to choose the embryo genetically destined to be the best looking, smartest,healthiest, or most athletic of their offspring that is, if you dont place much importance on environmental and personality factors, such as drive, discipline, resilience, and motivation. (Although at least one evolutionary geneticistclaimsthat even these factors are also genetically influenced [3])
Legally, in the United States, there is no problem using PGS to select the best embryo. Medically, it entails no additional risk to the embryo - IVF embryos are routinely screened for genetic markers that compromise gestation, anyway. So, the question remains: should this be done?
Bioethics and Beneficence
At least two noted bioethicist-scholars advocate in favor of genetic selectivity of embryos- based on an idiosyncratic reading of beneficence (the obligation of an individual to act for the benefit of another), one of the four bioethical principles offered by Beauchamp andChildress.
Julien Savulescuclaims it is a moralobligationfor prospective parents to choose the best child, meaning the most advantaged child, or at least the one with the greatest chance of having the best life, under the theory of procreative beneficence. Considerations of the future implications of such use amply depicted in fiction scenarios are ignored.For Savulescu, the concept ofwhochooses what constitutes best is unimportant. As to whether parents may be swayed by fashion, superstition, and outrageous conception of the good life, he (wrongly) claims there are legal constraints that aim to prevent the most egregious parenting choices.
Professor John Robertson holds a similar opinion invoking procreative liberty, which allows using an IVF procedure even if it increased the childs risks of injury. To Robertson, children born with these afflictions would not be harmed because the alternative future for them would be non-existence, [2] a belief that I do not share and havewrittenat length.
The Rights of the Child (Autonomy)
Autonomy, another ethical principle proffered by Beauchamp and Childress, is the right of self-determination.Those disagreeing with using PGS to select the best embryo claim the child has a right to an open future, and a parent who chooses the embryo scoring highest on one matrix might be directing the child in a direction adverse to what the child might have chosen herself.
Indeed, while parents typically chose a partner that facilitates a reproductive likelihood in a particular direction good parents dont push their offspring down a particular path (lest they spend years and big bucks on a shrinks couch undoing this primordial programming). To allow parents to choose their childs precise genetic destiny from the moment of conception trespasses on the childs right to choose what life she or he would like.
Social Justice to treat everyone equally and equitably
The third Beauchamp and Childress principle is justice, encompassing social justice. Here, the potential for societal danger conjured by the technology seems to have been ignored entirely by proponents of using PGS for embryo selection. Until these technologies can be made available to everyone, they will be the province of the rich whose children often begin life healthier by virtue of better environments, which is also said to boost intelligence scores (NB this isnotto be confused with intelligence).With plastic surgery, they are prettier. With drugs, their athletic performance is enhanced. The disparities of health outcomes from socio-economic determinants are well-studied, and the availability of this technology to the rich, when not available to all will only further expand the divide.
But even if the technology were available to all lets say to enhance intelligence, it wouldnt make one child any smarter compared to the next if she werent already destined to be.
If everyone might be genetically enhanced allwho are now smarterwould still be smarter genetically,their environments would still differ leading to the same state of affairs at least relatively speaking [4]
Non-Maleficence IVF can be dangerous
The final Beauchamp and Children ethical principle is non-maleficence do no harm. One might question using PGS at all, as it requires submitting to IVF. While IVF is a godsend to address infertility (and perhaps to select for children with certain immunological profiles to enable stem cell transplantation for sick siblings, as Ive previouslywritten), some suggest that IVF should not be routinely countenanced where infertility is not an issue as the procedure entails rare risks of its own both to mother and child-to-be, being responsible for a slight increase in birth defects among other problems(4).
Truth in Advertising and Biological Validity
Most of those in the know recognize that PGS are predictive only for populations.
We can certainly use genetics to look at statistical effects across populations, but this will give at best very fuzzy predictors for individuals.
Dr. Kevin Mitchell, geneticist [1]
Perhaps when there is only one prize being contested for, say, health, it might make sense to allow parents to choose the embryo with the probability of being healthiest (defined according to todays technology). But when we include the choice between various packages all involving probability functions no definite outcome can be predicted. How could one reasonably choose between an embryo with a 90% chance of being healthy or one with a 60% chance of being more intelligent than her siblings?
Perhaps more egregious is the failure to recognize the impact of pleiotropism, meaning that one gene has multiple effects. This consideration is important both in CRISPR gene-editing and PGS determinations.
Pleiotropisms come in two varieties, vertical and horizontal. In the first, the genetic variant under question affects one trait, say cholesterol, which in turn affects others, like the risk of heart disease. Of more concern are the horizontal variants, where one gene has multiple non-related effects. So, say you want to create a child with the least risk of mental health issues including a minimal risk of schizophrenia. Genes associated with reducedschizophreniarisk are also associated with both low and high body mass meaning if you choose against schizophrenia, you might also be selecting fora child likely to be obese. Since we arent conversant yet with the extent of genetic pleiotropisms, the unanticipated consequences of using PGS strongly cautions against its use at present.
Morality and Humanity
The magic promised by these technologies seems to have fairy-dusted the eyes of even the most intelligent.This raises the phantasm of PGS or gene-editing to cure or eliminate diseases, like schizophrenia, Lou Gehrigs disease, dyslexia, or dwarfism. How wonderful, we think, to eliminate these diseases from the face of the Earth. Perhaps not.
Had we given the parents of embryos containing markers for these diseases the chance to avoid birthing children with them, society would have been deprived of the contributions of John Nash (the Nobel prize winner in Mathematics), theoretical physicist Stephen Hawking, Carol Greider, the Nobel Laureate who discovered telomerase, and Professor Charles Steinmetz, the electrical engineering genius who boosted our capacities in electrical power systems, just to name a few who suffered from these conditions. And people who dont achieve high scores on any PGS rubric, like my friends dear daughter, would be denied existence if these scores were in common use - prevented from enriching and brightening our lives with their smiles, kindness, and their good cheer.
[1] Hannah Crichtlow,The Science of Fate,Hodder Press
[2] O. Carter Snead,What It Means to be Human, Harvard University Press
[3] Robert Plomin, Blue PrintHow DNA Makes Us Who We AreMIT Press (2018
[4]Genetically-Engineered Begots, Have-Nots, and Tinkered Tots: (High Scoring PolyGenic Kids as a Heredity-Camelot) - An Introduction to the Legalities and Bio-Ethicsof Advanced IVF and Genetic EditingSSRN.com3851431, Chicago-Kent Law Review (forthcoming) 2021
- Genetic Discrimination Is Coming for Us All - The Atlantic - November 16th, 2024
- Family connection: Genetics of suicide - WNEM - November 16th, 2024
- Study links heart shape to genetic risk of cardiovascular diseases - News-Medical.Net - November 16th, 2024
- Genetic architecture of cerebrospinal fluid and brain metabolite levels and the genetic colocalization of metabolites with human traits - Nature.com - November 16th, 2024
- Genetic connectivity of wolverines in western North America - Nature.com - November 16th, 2024
- Toward GDPR compliance with the Helmholtz Munich genotype imputation server - Nature.com - November 16th, 2024
- Leveraging genetic variations for more effective cancer therapies - News-Medical.Net - November 16th, 2024
- Bringing precision to the murky debate on fish oil - University of Arizona News - November 16th, 2024
- International experts gathered in Tashkent to tackle rare disease for Uzbekistan - EurekAlert - November 16th, 2024
- Mercys Story: Living life with 22q, a genetic condition - WECT - November 16th, 2024
- Cold case with ties to Houghton County solved through genetic genealogy after 65 years - WLUC - November 16th, 2024
- 23andMe customer? Here's what to know about the privacy of your genetic data. - CBS News - November 16th, 2024
- Single-cell RNA analysis finds possible genetic drivers of bone cancer - Illumina - November 16th, 2024
- Multi-trait association analysis reveals shared genetic loci between Alzheimers disease and cardiovascular traits - Nature.com - November 16th, 2024
- With 23andMe Struck by Layoffs, Can You Delete Genetic Data? Here's What We Know - CNET - November 16th, 2024
- Genetic testing firm 23andMe cuts 40% of its workforce amid financial struggles - The Guardian - November 16th, 2024
- Genetic study solves the mystery of 'selfish' B chromosomes in rye - Phys.org - November 16th, 2024
- Genetic changes linked to testicular cancer offer fresh insights into the disease - Medical Xpress - November 16th, 2024
- Eating less and genetics help you to live longer, but which factor carries the most weight? - Surinenglish.com - November 16th, 2024
- We must use genetic technologies now to avert the coming food crisis - New Scientist - November 16th, 2024
- NHS England to screen 100,000 babies for more than 200 genetic conditions - The Guardian - October 6th, 2024
- Largest-ever genetic study of epilepsy finds possible therapeutic targets - Medical Xpress - October 6th, 2024
- 23andMe is on the brink. What happens to all its DNA data? - NPR - October 6th, 2024
- The mountains where Neanderthals forever changed human genetics - Big Think - October 6th, 2024
- Gene Activity in Depression Linked to Immune System and Inflammation - Neuroscience News - October 6th, 2024
- Integrative multi-omics analysis reveals genetic and heterotic contributions to male fertility and yield in potato - Nature.com - October 6th, 2024
- Genetic and non-genetic HLA disruption is widespread in lung and breast tumors - Nature.com - October 6th, 2024
- Aneuploidy as a driver of human cancer - Nature.com - October 6th, 2024
- Myriad Genetics and Ultima Genomics to Explore the UG - GlobeNewswire - October 6th, 2024
- Biallelic and monoallelic variants in EFEMP1 can cause a severe and distinct subtype of heritable connective tissue disorder - Nature.com - October 6th, 2024
- Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimers disease continuum - Nature.com - October 6th, 2024
- Cracking the Genetic Code on Facial Features - DISCOVER Magazine - October 6th, 2024
- Ancestry vs. 23andMe: How to Pick the Best DNA Testing Kit for You - CNET - October 6th, 2024
- The Mercedes-AMG C63 is bold, but beholden to its genetics - Newsweek - October 6th, 2024
- The Austin Chronic: Texas A&Ms Hemp Breeding Program Adds Drought-Resistant Genetics to the National Collection - Austin Chronicle - October 6th, 2024
- Genetics and AI Help Patients with Early Detection of Breast Cancer Risk - Adventist Review - October 6th, 2024
- 23andMe Is Sinking Fast. Can the Company Survive? - WIRED - October 6th, 2024
- Genetic variations in remote UK regions linked to higher disease risk - Medical Xpress - October 6th, 2024
- Comprehensive mapping of genetic activity brings hope to patients with chronic pain - Medical Xpress - October 6th, 2024
- Genetics - Definition, History and Impact | Biology Dictionary - June 2nd, 2024
- Gene | Definition, Structure, Expression, & Facts | Britannica - June 2nd, 2024
- Raha Kapoor's blue eyes remind fans of her great-grandfather, Raj Kapoor; here's what genetics says - IndiaTimes - December 30th, 2023
- Human genetics | Description, Chromosomes, & Inheritance - December 13th, 2023
- BASIC GENETICS INFORMATION - Understanding Genetics - NCBI Bookshelf - December 13th, 2023
- Introduction to Genetics - Open Textbook Library - December 13th, 2023
- "When them genetics kick in its all over" - NBA fans send in rib-tickling reactions as LeBron James attends Zhuri James' volleyball game -... - October 16th, 2023
- David Liu, chemist: We now have the technology to correct misspellings in our DNA that cause known genetic diseases - EL PAS USA - April 7th, 2023
- World Health Day 2023: Understanding the science of Epi-genetics and how to apply it in our daily lives - Free Press Journal - April 7th, 2023
- Genetics - National Institute of General Medical Sciences (NIGMS) - March 29th, 2023
- GENETICS 101 - Understanding Genetics - NCBI Bookshelf - March 29th, 2023
- People always think Im skinny because of good genetics theyre shocked when they see what I used to lo... - The US Sun - March 29th, 2023
- Forensics expert explains 'genetic genealogy' process believed to be used in Kohberger's arrest - KTVB.com - January 6th, 2023
- Idaho student murders: What is genetic genealogy, a tool reportedly used to help capture the suspect? - FOX 10 News Phoenix - January 6th, 2023
- What is a Genetic Counselor and How Can They Help You Navigate Your Healthcare Journey? - ABC4.com - December 3rd, 2022
- Ancient Art and Genetics Reveal Origin of World's Most Expensive Spice - The Wire Science - June 26th, 2022
- Myriad Genetics Teams Up with Epic to Make Genetic Testing Accessible to More Patients with Electronic Health Record (EHR) Integration - GlobeNewswire - June 26th, 2022
- Obesity and genetics: Expert shares insights - Hindustan Times - June 26th, 2022
- Researchers discover genetic variants that increase Alzheimer's risk - WCVB Boston - June 26th, 2022
- Where science meets fiction: the dark history of eugenics - The Guardian - June 26th, 2022
- Clinical Conference: A Discussion with BASE10 Genetics - Skilled Nursing News - June 26th, 2022
- Genetics Really Said Copy And Paste: People Are Amazed At How Similar This Woman Looks To Her Dad In These 5 Recreation Photos - Bored Panda - June 26th, 2022
- 49 Genetic Variants That Increase the Risk of Varicose Veins Identified - Technology Networks - June 26th, 2022
- Genetic relationships and genome selection signatures between soybean cultivars from Brazil and United States after decades of breeding | Scientific... - June 26th, 2022
- Earlham woman loses weight with ChiroThin after her own doctor told her "genetics" wouldn't allow that to happen | Paid Content - Local 5 -... - June 26th, 2022
- Science and genetics used to boost Fernside farm - New Zealand Herald - June 26th, 2022
- Genetics-based guidelines to buying a bull at an auction - Farmer's Weekly SA - June 26th, 2022
- Polio: we're developing a safer vaccine that uses no genetic material from the virus - The Conversation - June 26th, 2022
- 7 lifestyle habits which can halve your risk of dementia - World Economic Forum - June 26th, 2022
- Addressing the 'Trust Factor': South Carolina Researchers Tackle Health Disparities Using Genetics - Physician's Weekly - June 8th, 2022
- Dumb luck, genetics? Why have some people never caught COVID-19? | Daily Sabah - Daily Sabah - June 8th, 2022
- Genetics Breakthrough in Sea Urchins to Aid in Biomedical Research - Scripps Institution of Oceanography - June 8th, 2022
- Genetic Control Of Autoimmune Disease Mapped To Cellular Level - Bio-IT World - June 8th, 2022
- Bazelet to Supply Its Federally Legal Cannabis Genetics to DEA Approved Research Entities for Rigorous Scientific Research on the Clinical Effects of... - June 8th, 2022
- Alameda County Awaits Key Decision Regarding The Use of Genetic Testing in Asbestos Cases - JD Supra - June 8th, 2022
- Diversity in Genetic Research Is Key to Enhancing Treatment of Chronic Diseases in Africa - Technology Networks - June 8th, 2022
- CSU partners with American Hereford Association on genetics research - Beef Magazine - June 8th, 2022
- Unraveling the Tangled History of Polar Bears to Brown Bears Using Genetic Sequencing - Nature World News - June 8th, 2022
- Did My Lifestyle or Genetics Cause ATTR-CM? Learning More About This Heart Condition That Often Goes Misdiagnosed - SurvivorNet - June 8th, 2022
- Your genes affect your education. Here's why that's controversial. - Big Think - June 8th, 2022
- Study mines cancer genetics to help with targeted treatment - ABC News - April 26th, 2022