We Should Resist Making “Synthetic Embryos” Too Realistic
Ethics needs context. So does science – specifically, science that aims to create bioengineered models of early human embryo development in a dish (hereafter synthetic embryos). Even the term "synthetic embryos" begs for an explanation. What are these? And why would anyone want to create them?
"This knowledge may help scientists understand how certain birth defects are formed and why miscarriages often occur."
First the research context. Synthetic embryos are stem cell-derived simulations of human post-implantation embryos that are designed to mimic a stage of early development called gastrulation. That's the stage—around 14-15 days after fertilization – when embryos begin to form a very primitive body plan (basic dorsal-ventral and anterior-posterior axes, and distinct cell lineages). Researchers are starting to create synthetic embryos in the lab – albeit imperfect and incomplete versions – to learn how gastrulation might unfold in real human embryos embedded unseen in the womb. This knowledge may help scientists understand how certain birth defects are formed and why miscarriages often occur soon after implantation. As such, synthetic embryos are meant to be models of human embryo development, not themselves actually embryos. But will synthetic embryos ever get to the point where they are practically the same thing as "natural" human embryos? That is my concern and why I think researchers should avoid creating synthetic embryos capable of doing everything natural embryos can do.
It may not be too difficult to prevent this slide from synthetic to real. Synthetic embryos must be created using sophisticated 3D culture systems that mimic the complex architecture of human embryos. These complex culture systems also have to incorporate precise microinjection systems to chemically trigger the symmetry-breaking events involved in early body plan formation. In short, synthetic embryos need a heavy dose of engineering to get their biological processes going and to help keep them going. And like most engineered entities, designs can be built into the system early to serve well-considered goals – in our case, the goal of not wanting to create synthetic embryos that are too realistic.
"If one wants to study how car engines work, one can model an engine without also modeling the wheels, transmission, and every other car part together."
A good example of this point is found a report published in Nature Communications where scientists created a human stem cell-based 3D model that faithfully recapitulates the biological events around post-implantation amniotic sac development. Importantly, however, the embryo model they developed lacked several key structures and therefore – despite its partial resemblance to an early human embryo – did not have complete human form and potential. While fulfilling their model's aim of revealing a previously inaccessible early developmental event, the team intentionally did not recreate the entire post-implantation human embryo because they did not want to provoke any ethical concerns, as the lead author told me personally. Besides, creating a complete synthetic embryo was not necessary or scientifically justified for the research question they were pursuing. This example goes to show that researchers can create a synthetic embryo to model specific developmental events they want to study without modeling every aspect of a developing embryo. Likewise – to use a somewhat imprecise but instructive analogy – if one wants to study how car engines work, one can model an engine without also modeling the wheels, transmission, and every other car part together.
A representative "synthetic embryo," which in some ways resembles a post-implantation embryo around 14 days after fertilization.
(Courtesy of Yue Shao)
But why should researchers resist creating complete synthetic embryos? To answer this, we need some policy context. Currently there is an embryo research rule in place – a law in many nations, in others a culturally accepted agreement – that intact human embryos must not be grown for research in the lab for longer than 14 consecutive days after fertilization or the formation of the primitive streak (a faint embryonic band that signals the start of gastrulation). This is commonly referred to as the 14-day rule. It was established in the UK decades ago to carve out a space for meritorious human embryo research while simultaneously assuring the public that researchers won't go too far in cultivating embryos to later developmental stages before destroying them at the end of their studies. Many citizens accepting of pre-implantation stage human embryo research would not have tolerated post-implantation stage embryo use. The 14-day rule was a line in the sand, drawn to protect the advancement of embryo research, which otherwise might have been stifled without this clear stopping point. To date, the 14-day rule has not been revoked anywhere in the world, although new research in extended natural embryo cultivation is starting to put some pressure on it.
"Perhaps the day will come when scientists don't have to apply for research funding under such a dark cloud of anti-science sentiment."
Why does this policy context matter? The creation of complete synthetic embryos could raise serious questions (some of them legal) about whether the 14-day rule applies to these lab entities. Although they can be constructed in far fewer than 14 days, they would, at least in theory, be capable of recapitulating all of a natural embryo's developmental events at the gastrulation stage, thus possibly violating the spirit of the 14-day rule. Embryo research laws and policies worldwide are not ready yet to tackle this issue. Furthermore, professional guidelines issued by the International Society for Stem Cell Research prohibit the culture of any "organized embryo-like cellular structures with human organismal potential" to be cultured past the formation of the primitive streak. Thus, researchers should wait until there is greater clarity on this point, or until the 14-day rule is revised through proper policy-making channels to explicitly exclude complete synthetic embryos from its reach.
I should be clear that I am not basing my recommendations on any anti-embryo-research position per se, or on any metaphysical position regarding the positive moral status of synthetic embryos. Rather, I am concerned about the potential backlash that research on complete synthetic embryos might bring to embryo research in general. I began this essay by saying that ethics needs context. The ethics of synthetic embryo research needs to be considered within the context of today's fraught political environment. Perhaps the day will come when scientists don't have to apply for research funding under such a dark cloud of anti-science sentiment. Until then, however, it is my hope that scientists can fulfill their research aims by working on an array of different but each purposefully incomplete synthetic embryo models to generate, in the aggregate of their published work, a unified portrait of human development such that biologically complete synthetic embryo models will not be necessary.
Editor's Note: Read a different viewpoint here written by a leading New York fertility doctor/researcher.
A company uses AI to fight muscle loss and unhealthy aging
There’s a growing need to slow down the aging process. The world’s population is getting older and, according to one estimate, 80 million Americans will be 65 or older by 2040. As we age, the risk of many chronic diseases goes up, from cancer to heart disease to Alzheimer’s.
BioAge Labs, a company based in California, is using genetic data to help people stay healthy for longer. CEO Kristen Fortney was inspired by the genetics of people who live long lives and resist many age-related diseases. In 2015, she started BioAge to study them and develop drug therapies based on the company’s learnings.
The team works with special biobanks that have been collecting blood samples and health data from individuals for up to 45 years. Using artificial intelligence, BioAge is able to find the distinctive molecular features that distinguish those who have healthy longevity from those who don’t.
In December 2022, BioAge published findings on a drug that worked to prevent muscular atrophy, or the loss of muscle strength and mass, in older people. Much of the research on aging has been in worms and mice, but BioAge is focused on human data, Fortney says. “This boosts our chances of developing drugs that will be safe and effective in human patients.”
How it works
With assistance from AI, BioAge measures more than 100,000 molecules in each blood sample, looking at proteins, RNA and metabolites, or small molecules that are produced through chemical processes. The company uses many techniques to identify these molecules, some of which convert the molecules into charged atoms and then separating them according to their weight and charge. The resulting data is very complex, with many thousands of data points from patients being followed over the decades.
BioAge validates its targets by examining whether a pathway going awry is actually linked to the development of diseases, based on the company’s analysis of biobank health records and blood samples. The team uses AI and machine learning to identify these pathways, and the key proteins in the unhealthy pathways become their main drug targets. “The approach taken by BioAge is an excellent example of how we can harness the power of big data and advances in AI technology to identify new drugs and therapeutic targets,” says Lorna Harries, a professor of molecular genetics at the University of Exeter Medical School.
Martin Borch Jensen is the founder of Gordian Biotechnology, a company focused on using gene therapy to treat aging. He says BioAge’s use of AI allows them to speed up the process of finding promising drug candidates. However, it remains a challenge to separate pathologies from aspects of the natural aging process that aren’t necessarily bad. “Some of the changes are likely protective responses to things going wrong,” Jensen says. “Their data doesn’t…distinguish that so they’ll need to validate and be clever.”
Developing a drug for muscle loss
BioAge decided to focus on muscular atrophy because it affects many elderly people, making it difficult to perform everyday activities and increasing the risk of falls. Using the biobank samples, the team modeled different pathways that looked like they could improve muscle health. They found that people who had faster walking speeds, better grip strength and lived longer had higher levels of a protein called apelin.
Apelin is a peptide, or a small protein, that circulates in the blood. It is involved in the process by which exercise increases and preserves muscle mass. BioAge wondered if they could prevent muscular atrophy by increasing the amount of signaling in the apelin pathway. Instead of the long process of designing a drug, they decided to repurpose an existing drug made by another biotech company. This company, called Amgen, had explored the drug as a way to treat heart failure. It didn’t end up working for that purpose, but BioAge took note that the drug did seem to activate the apelin pathway.
BioAge tested its new, repurposed drug, BGE-105, and, in a phase 1 clinical trial, it protected subjects from getting muscular atrophy compared to a placebo group that didn’t receive the drug. Healthy volunteers over age 65 received infusions of the drug during 10 days spent in bed, as if they were on bed rest while recovering from an illness or injury; the elderly are especially vulnerable to muscle loss in this situation. The 11 people taking BGE-105 showed a 100 percent improvement in thigh circumference compared to 10 people taking the placebo. Ultrasound observations also revealed that the group taking the durg had enhanced muscle quality and a 73 percent increase in muscle thickness. One volunteer taking BGE-105 did have muscle loss compared to the the placebo group.
Heather Whitson, the director of the Duke University Centre for the study of aging and human development, says that, overall, the results are encouraging. “The clinical findings so far support the premise that AI can help us sort through enormous amounts of data and identify the most promising points for beneficial interventions.”
More studies are needed to find out which patients benefit the most and whether there are side effects. “I think further studies will answer more questions,” Whitson says, noting that BGE-105 was designed to enhance only one aspect of physiology associated with exercise, muscle strength. But exercise itself has many other benefits on mood, sleep, bones and glucose metabolism. “We don’t know whether BGE-105 will impact these other outcomes,” she says.
The future
BioAge is planning phase 2 trials for muscular atrophy in patients with obesity and those who have been hospitalized in an intensive care unit. Using the data from biobanks, they’ve also developed another drug, BGE-100, to treat chronic inflammation in the brain, a condition that can worsen with age and contributes to neurodegenerative diseases. The team is currently testing the drug in animals to assess its effects and find the right dose.
BioAge envisions that its drugs will have broader implications for health than treating any one specific disease. “Ultimately, we hope to pioneer a paradigm shift in healthcare, from treatment to prevention, by targeting the root causes of aging itself,” Fortney says. “We foresee a future where healthy longevity is within reach for all.”
How old fishing nets turn into chairs, car mats and Prada bags
Discarded nylon fishing nets in the oceans are among the most harmful forms of plastic pollution. Every year, about 640,000 tons of fishing gear are left in our oceans and other water bodies to turn into death traps for marine life. London-based non-profit World Animal Protection estimates that entanglement in this “ghost gear” kills at least 136,000 seals, sea lions and large whales every year. Experts are challenged to estimate how many birds, turtles, fish and other species meet the same fate because the numbers are so high.
Since 2009, Giulio Bonazzi, the son of a small textile producer in northern Italy, has been working on a solution: an efficient recycling process for nylon. As CEO and chairman of a company called Aquafil, Bonazzi is turning the fibers from fishing nets – and old carpets – into new threads for car mats, Adidas bikinis, environmentally friendly carpets and Prada bags.
For Bonazzi, shifting to recycled nylon was a question of survival for the family business. His parents founded a textile company in 1959 in a garage in Verona, Italy. Fifteen years later, they started Aquafil to produce nylon for making raincoats, an enterprise that led to factories on three continents. But before the turn of the century, cheap products from Asia flooded the market and destroyed Europe’s textile production. When Bonazzi had finished his business studies and prepared to take over the family company, he wondered how he could produce nylon, which is usually produced from petrochemicals, in a way that was both successful and ecologically sustainable.
The question led him on an intellectual journey as he read influential books by activists such as world-renowned marine biologist Sylvia Earle and got to know Michael Braungart, who helped develop the Cradle-to-Cradle ethos of a circular economy. But the challenges of applying these ideologies to his family business were steep. Although fishing nets have become a mainstay of environmental fashion ads—and giants like Dupont and BASF have made breakthroughs in recycling nylon—no one had been able to scale up these efforts.
For ten years, Bonazzi tinkered with ideas for a proprietary recycling process. “It’s incredibly difficult because these products are not made to be recycled,” Bonazzi says. One complication is the variety of materials used in older carpets. “They are made to be beautiful, to last, to be useful. We vastly underestimated the difficulty when we started.”
Soon it became clear to Bonazzi that he needed to change the entire production process. He found a way to disintegrate old fibers with heat and pull new strings from the discarded fishing nets and carpets. In 2022, his company Aquafil produced more than 45,000 tons of Econyl, which is 100% recycled nylon, from discarded waste.
More than half of Aquafil’s recyclate is from used goods. According to the company, the recycling saves 90 percent of the CO2 emissions compared to the production of conventional nylon. That amounts to saving 57,100 tons of CO2 equivalents for every 10,000 tons of Econyl produced.
Bonazzi collects fishing nets from all over the world, including Norway and Chile—which have the world’s largest salmon productions—in addition to the Mediterranean, Turkey, India, Japan, Thailand, the Philippines, Pakistan, and New Zealand. He counts the government leadership of Seychelles as his most recent client; the island has prohibited ships from throwing away their fishing nets, creating the demand for a reliable recycler. With nearly 3,000 employees, Aquafil operates almost 40 collection and production sites in a dozen countries, including four collection sites for old carpets in the U.S., located in California and Arizona.
First, the dirty nets are gathered, washed and dried. Bonazzi explains that nets often have been treated with antifouling agents such as copper oxide. “We recycle the coating separately,” he says via Zoom from his home near Verona. “Copper oxide is a useful substance, why throw it away?”
Still, only a small percentage of Aquafil’s products are made from nets fished out of the ocean, so your new bikini may not have saved a strangled baby dolphin. “Generally, nylon recycling is a good idea,” says Christian Schiller, the CEO of Cirplus, the largest global marketplace for recyclates and plastic waste. “But contrary to what consumers think, people rarely go out to the ocean to collect ghost nets. Most are old, discarded nets collected on land. There’s nothing wrong with this, but I find it a tad misleading to label the final products as made from ‘ocean plastic,’ prompting consumers to think they’re helping to clean the oceans by buying these products.”
Aquafil gets most of its nets from aqua farms. Surprisingly, one of Aquafil’s biggest problems is finding enough waste. “I know, it’s hard to believe because waste is everywhere,” Bonazzi says. “But we need to find it in reliable quantity and quality.” He has invested millions in establishing reliable logistics to source the fishing nets. Then the nets get shredded into granules that can be turned into car mats for the new Hyundai Ioniq 5 or a Gucci swimsuit.
The process works similarly with carpets. In the U.S. alone, 3.5 billion pounds of carpet are discarded in landfills every year, and less than 3 percent are currently recycled. Aquafil has built a recycling plant in Phoenix to help divert 12,500 tons of carpets from the landfill every year. The carpets are shredded and deconstructed into three components: fillers such as calcium carbonate will be reused in the cement industry, synthetic fibers like polypropylene can be used for engineering plastics, and nylon. Only the pelletized nylon gets shipped back to Europe for the production of Econyl. “We ship only what’s necessary,” Bonazzi says. Nearly 50 percent of his nylon in Italy and Slovenia is produced from recyclate, and he hopes to increase the percentage to two-thirds in the next two years.
His clients include Interface, the leading world pioneer for sustainable flooring, and many other carpet producers plus more than 2500 fashion labels, including Gucci, Prada, Patagonia, Louis Vuitton, Adidas and Stella McCartney. “Stella McCartney just introduced a parka that’s made 100 percent from Econyl,” Bonazzi says. “We’re also in a lot of sportswear because Nylon is a good fabric for swimwear and for yoga clothes.” Next, he’s looking into sunglasses and chairs made with Econyl - for instance, the flexible ergonomic noho chair, designed by New Zealand company Formway.
“When I look at a landfill, I see a gold mine," Bonazzi says.
“Bonazzi decided many years ago to invest in the production of recycled nylon though industry giants halted similar plans after losing large investments,” says Anika Herrmann, vice president of the German Greentech-competitor Camm Solutions, which creates bio-based polymers from cane sugar and other ag waste. “We need role models like Bonazzi who create sustainable solutions with courage and a pioneering spirit. Like Aquafil, we count on strategic partnerships to enable fast upscaling along the entire production chain.”
Bonazzi’s recycled nylon is still five to 10 percent more expensive than conventionally produced material. However, brands are increasingly bending to the pressure of eco-conscious consumers who demand sustainable fashion. What helped Bonazzi was the recent rise of oil prices and the pressure on industries to reduce their carbon footprint. Now Bonazzi says, “When I look at a landfill, I see a gold mine.”
Ideally, the manufacturers take the products back when the client is done with it, and because the nylon can theoretically be reused nearly infinitely, the chair or bikini could be made into another chair or bikini. “But honestly,” Bonazzi half-jokes, “if someone returns a McCartney parka to me, I’ll just resell it because it’s so expensive.”
The next step: Bonazzi wants to reshape the entire nylon industry by pivoting from post-consumer nylon to plant-based nylon. In 2017, he began producing “nylon-6,” together with Genomatica in San Diego. The process uses sugar instead of petroleum. “The idea is to make the very same molecule from sugar, not from oil,” he says. The demonstration plant in Ljubljana, Slovenia, has already produced several hundred tons of nylon, and Genomatica is collaborating with Lululemon to produce plant-based yoga wear.
Bonazzi acknowledges that his company needs a few more years before the technology is ready to meet his ultimate goal, producing only recyclable products with no petrochemicals, low emissions and zero waste on an industrial scale. “Recycling is not enough,” he says. “You also need to produce the primary material in a sustainable way, with a low carbon footprint.”