In this Modern Wisdom episode, Jonathan Anomaly discusses embryo screening technology and its potential impact on human reproduction. He explains how companies like Herocyte use AI models and biobank data to analyze embryo genomes, enabling predictions about traits like intelligence, height, and disease susceptibility. The discussion covers the varying effectiveness of these screening methods across different ancestry groups and how the technology works within the IVF process.
The conversation examines public attitudes toward embryo selection, particularly the contrast between selecting against diseases versus selecting for enhancements. Anomaly addresses concerns about genetic inequality and explores how different countries approach these technologies in their healthcare policies. The discussion also covers regulatory considerations, including the role of transparency in genetic testing and whether societal norms or government oversight should guide embryo selection practices.

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Herocyte has developed a comprehensive approach to embryo screening that uses polygenic risk scores to predict traits and health outcomes. Jonathan Anomaly explains that while these scores are powerful tools, their effectiveness varies among different ancestry groups, primarily due to varying amounts of available data across populations.
Using AI models and biobank data, Herocyte can predict traits like intelligence, height, and disease susceptibility. The company has innovated a method to reconstruct complete embryo genomes from IVF data, offering a more sophisticated alternative to the traditional visual inspection method used by doctors. This technology provides detailed genetic profiling and enables more informed decision-making during the embryo selection process.
Jonathan Anomaly notes an interesting disconnect between public disapproval of embryo selection and private willingness to use it, particularly when faced with genetic health risks. The conversation with Chris Williamson explores the varying levels of acceptance between selecting against diseases versus selecting for enhancements like intelligence.
While concerns about genetic inequality exist, Anomaly suggests these fears may be overblown since the technology can only slightly modify certain traits. The discussion touches on the philosophical "non-identity problem" raised by Derek Parfit, which questions how we should think about decisions that affect which people will exist in the future. Chris Williamson raises concerns about potential parental guilt over embryo selection decisions, particularly if earlier children didn't receive the same advantages.
The discussion emphasizes the importance of transparency in genetic testing technologies, with Anomaly advocating for companies to publish their validation studies and demonstrate effectiveness across different ancestry groups. Rather than strict government regulation, Anomaly prefers allowing societal norms to guide embryo selection practices.
The conversation explores how different countries approach these technologies, with some, like China and Israel, considering subsidizing IVF to increase birth rates. This raises questions about how countries might compete in genetic selection policies, potentially influencing neighboring nations to adopt similar approaches to avoid competitive disadvantages.
1-Page Summary
The hosts delve into the strides and concerns of embryo screening science and tech, notably Herocyte's approach, which offers a comprehensive strategy for predicting traits and health outcomes.
Jonathan Anomaly brings to light that polygenic risk scores are a potent tool in genomics, but their efficacy can vary among ancestry groups. This variability is due to the differing extents of data sets—more substantial for some populations, such as Europeans.
Herocyte has developed a method for creating polygenic risk scores. These scores, built using AI models and data from biobanks, project the potential for traits like intelligence, height, and susceptibility to diseases such as schizophrenia and diabetes. The company can predict these traits from DNA data using statistical techniques to adjust sample size for better accuracy across different ancestries.
Herocyte's scores, unlike some, have been vetted and have proven robust in sibling studies. The company is cautious with the traits they target to ensure precision. For instance, they have established the best predictor for type one diabetes and provide data on predictive power loss for different ancestries.
Herocyte has devised a way to recreate entire embryo genomes from IVF data, allowing for a comprehensive genetic profile.
Using a technique to reconstruct the complete genome of embryos, Herocyte leverages PGTA—a test for Down's syndrome in embryos—and parental genomes to gain a holistic genomic snapshot. This information, derived from IVF data, allows for detailed genetic profiling, which provides more comprehensive insights than the current standard of visual inspections by doctors.
Currently, the process of selecting embryos during IVF often involves doctors choosing the embryo based on its visual appeal—essentially, how healthy and normally shaped it appears. Herocyte's technology promises an alternative, one that affords every patient in the world the possibility to predict diverse traits and make informed decisions based on precise genetic data beyond morphological assessment.
Some clinics and practitioners may involve patients in these selections if ...
The Science and Technology of Embryo Screening
Jonathan Anomaly raises concerns about the gap between public disapproval and private willingness to employ embryo selection technologies, with people more inclined to consider these options when facing genetic predispositions to diseases or infertility.
Anomaly points to a discrepancy where individuals who might originally dismiss the importance of genetics and intelligence could be more likely to employ embryo selection faced with serious health conditions. The conversation with Chris Williamson addresses differing acceptance levels for selecting embryos to prevent diseases versus selecting for enhancements such as intelligence, evoking concerns about eugenics.
Anomaly acknowledges the genetic diversity and range in traits like intelligence within embryos that allow for preference-based selection. Still, he highlights ethical considerations akin to those raised by designer babies and eugenics, especially with China's potential inclusion of cognitive ability and aggression in their biobank profiling.
Historical fears of eugenics linger, particularly in how European countries grapple with the morality of embryo selection. Anomaly anticipates a shift in policy as norms change, with society becoming more accepting of these practices.
Anomaly addresses worries that embryo selection may entrench wealth and genetic inequality, although he downplays these fears by noting that the technology can only slightly tweak certain traits.
Embryo selection for disease minimization and cognitive enhancement is framed as akin to parental actions like mate selection and education, with Singaporeans equally supportive of screening for both disease and intelligence.
The democratization of technology could exacerbate access inequalities and stir eugenics fears. Anomaly questions the ethics of doctors being comfortable with screening for monogenic but not polygenic disorders, raising ethical distinctions given both types of traits only elevate risk rather than guarantee conditions.
The thorny philosophical issue arises concerning the moral status and personhood of embryos and how to consider potential children's existence and qualities. Anomaly references Derek Parfit's concept of the "non-identity problem," involving decisions that affect which people will exist in the future.
By extrapolating from Parfit's work, historical philosophers' debates including those from David Hume and John Locke are invoked, with questions around psychological continuity being key to personal identity. Continuity i ...
The Ethics and Societal Impacts of Embryo Selection
The conversation investigates the intricate balance between the need for transparency in genetic testing technologies and respecting individual reproductive autonomy, while also acknowledging the broader social impacts and ethical considerations surrounding embryo selection.
The importance of transparency in genetic testing technologies is underscored, noting the contrast between the UK's open access to biobank data and countries like China that are less transparent. Chris Williamson talks about the importance of validating predictive models using genetic samples from adults, which implies the need for genetic testing technologies to be validated accurately.
Anomaly supports transparency, stating companies should publish their validation studies online and ideally in scientific journals. Genetic data validation's significance is highlighted, and there's an insistence that companies demonstrate how their polygenic risk scores are validated and prove their efficacy across different ancestry groups. Companies are urged to explain how much of the genetic variation for any condition their predictors can explain and how their methods work across various groups.
Jonathan Anomaly insists on validating polygenic scores, especially across diverse ancestries, to ensure efficacy. He emphasizes that companies offering polygenic scores should provide such validation data, including their own. He stresses the need for companies to demonstrate how their predictors account for genetic variation and validate their methods and results across different ancestry groups.
Anomaly prefers societal norms and shunning over government regulations to police embryo selection. He questions the need for laws prohibiting the selection of certain traits and suggests societal responses could effectively deter certain choices.
Debates around individual choice versus equality are central, as Anomaly discusses government subsidies to ensure more equality in access to reproductive technologies. At the same time, there is an emphasis on respecting individual autonomy and choice, as highlighted by the liberation from potential gatekeepers limiting reproductive choices.
Regulatory and Policy Considerations Around Embryo Selection
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