Jeff Marquis and Kelly Thomas, fellow research participants and spinal cord injury patients, in a rehab session.
Seven years ago, mountain biking near his home in Whitefish, Montana, Jeff Marquis felt confident enough to try for a jump he usually avoided. But he hesitated just a bit as he was going over. Instead of catching air, Marquis crashed.
Researchers' major new insight is that recovery is still possible, even years after an injury.
After 18 days on a ventilator in intensive care and two-and-a-half months in a rehabilitation hospital, Marquis was able to move his arms and wrists, but not his fingers or anything below his chest. Still, he was determined to remain as independent as possible. "I wasn't real interested in having people take care of me," says Marquis, now 35. So, he dedicated the energy he formerly spent biking, kayaking, and snowboarding toward recovering his own mobility.
For generations, those like Marquis with severe spinal cord injuries dreamt of standing and walking again – with no realistic hope of achieving these dreams. But now, a handful of people with such injuries, including Marquis, have stood on their own and begun to learn to take steps again. "I'm always trying to improve the situation but I'm happy with where I'm at," Marquis says.
The recovery Marquis and a few of his fellow patients have achieved proves that our decades-old understanding of the spinal cord was wrong. Researchers' major new insight is that recovery is still possible, even years after an injury. Only a few thousand nerve cells actually die when the spinal cord is injured. The other neurons still have the ability to generate signals and movement on their own, says Susan Harkema, co-principal investigator at the Kentucky Spinal Cord Injury Research Center, where Marquis is being treated.
"The spinal cord has much more responsibility for executing movement than we thought before," Harkema says. "Successful movement can happen without those connections from the brain." Nerve cell circuits remaining after the injury can control movement, she says, but leaving people sitting in a wheelchair doesn't activate those sensory circuits. "When you sit down, you lose all the sensory information. The whole circuitry starts discombobulating."
Harkema and others use a two-pronged approach – both physical rehabilitation and electrical stimulation – to get those spinal cord circuits back into a functioning state. Several research groups are still honing this approach, but a few patients have already taken steps under their own power, and others, like Marquis, can now stand unassisted – both of which were merely fantasies for spinal cord injury patients just five years ago.
"This really does represent a leap forward in terms of how we think about the capacity of the spinal cord to be repaired after injury," says Susan Howley, executive vice president for research for the Christopher & Dana Reeve Foundation, which supports research for spinal cord injuries.
Jeff Marquis biking on a rock before his accident.
This new biological understanding suggests the need for a wholesale change in how people are treated after a spinal cord injury, Howley says. But today, most insurance companies cover just 30-40 outpatient rehabilitation sessions per year, whether you've sprained your ankle or severed your spinal cord. To deliver the kind of therapy that really makes a difference for spinal cord injury patients requires "60-80-90 or 150 sessions," she says, adding that she thinks insurance companies will more than make up for the cost of those therapy sessions if spinal cord injury patients are healthier. Early evidence suggests that getting people back on their feet helps prevent medical problems common among paralyzed people, including urinary tract infections, which can require costly hospital stays.
"Exercise and the ability to fully bear one's own weight are as crucial for people who live with paralysis as they are for able-bodied people," Howley notes, adding that the Reeve Foundation is now trying to expand the network of facilities available in local communities to offer this essential rehabilitation.
"Providing the right kind of training every day to people could really improve their opportunity to recover," Harkema says.
It's not entirely clear yet how far someone could progress with rehabilitation alone, Harkema says, but probably the best results for someone with a severe injury will also require so-called epidural electrical stimulation. This device, implanted in the lower back for a cost of about $30,000, sends an electrical current at varying frequencies and intensities to the spinal cord. Several separate teams of researchers have now shown that epidural stimulation can help restore sensation and movement to people who have been paralyzed for years.
Epidural stimulation boosts the electrical signal that is generated below the point of injury, says Daniel Lu, an associate professor and vice chair of neurosurgery at the UCLA School of Medicine. Before a spinal cord injury, he says, a neuron might send a message at a volume of 10 but after injury, that volume might drop to a two or three. The epidural stimulation potentially trains the neuron to respond to the lower volume, Lu says.
Lu has used such stimulators to improve hand function – "essentially what defines us" – in two patients with spinal cord injuries. Both increased their grip strength so they now can lift a cup to drink by themselves, which they couldn't do before. He's also used non-invasive stimulation to help restore bladder function, which he says many spinal cord injury patients care about as much as walking again.
Not everyone will benefit from these treatments. People whose injury was caused by a cut to the spinal cord, as with a knife or bullet, probably can't be helped, Lu says, adding that they account for less than 5 percent of spinal cord injuries.
The current challenge Lu says is not how to stimulate the spinal cord, but where to stimulate it and the frequency of stimulation that will be most effective for each patient. Right now, doctors use an off-the-shelf stimulator that is used to treat pain and is not optimized for spinal cord patients, Harkema says.
Swiss researchers have shown impressive results from intermittent rather than continuous epidural stimulation. These pulses better reflect the way the brain sends its messages, according to Gregoire Courtine, the senior author on a pair of papers published Nov. 1 in Nature and Nature Neuroscience. He showed that he could get people up and moving within just a few days of turning on the stimulation. Three of his patients are walking again with only a walker or minimal assistance, and they also gained voluntary leg movements even when the stimulator was off. Continuous stimulation, this research shows, actually interferes with the patients' perception of limb position, and thus makes it harder for them to relearn to walk.
Even short of walking, proper physical rehabilitation and electrical stimulation can transform the quality of life of people with spinal cord injury, Howley and Harkema say. Patients don't need to be able to reach the top shelf or run a marathon to feel like they've been "cured" from their paralysis. Instead, recovering bowel, bladder and sexual functions, the ability to regulate their temperature and blood pressure, and reducing the breakdown of skin that can lead to a life-threatening infection can all be transformative – and all appear to improve with the combination of rehabilitation and electrical stimulation.
Howley cites a video of one of Harkema's patients, Stefanie Putnam, who was passing out five to six times a day because her blood pressure was so low. She couldn't be left alone, which meant she had no independence. After several months of rehabilitation and stimulation, she can now sit up for long periods, be left alone, and even, she says gleefully, cook her own dinner. "Every time I watch it, it brings me to tears," Howley says of the video. "She's able to resume her normal life activity. It's mind-boggling."
The work also suggests a transformation in the care of people immediately after injury. They should be allowed to stand and start taking steps as soon as possible, even if they cannot do it under their own power, Harkema says. Research is also likely to show that quickly implanting a stimulator after an injury will make a difference, she says.
There may be medications that can help immediately after an injury, too. One drug currently being studied, called riluzole, has already been approved for ALS and might help limit the damage of a spinal cord injury, Howley says. But testing its effectiveness has been a slow process, she says, because it needs to be given within 12 hours of the initial injury and not enough people get to the testing sites in time.
Stem cell therapy also offers promise for spinal cord injury patients, Howley says – but not the treatments currently provided by commercial stem cell clinics both in the U.S. and overseas, which she says are a sham. Instead, she is carefully following research by a California-based company called Asterias Biotherapeutics, which announced plans Nov. 8 to merge with a company called BioTime.
Asterias and a predecessor company have been treating people since 2010 in an effort to regrow nerves in the spinal cord. All those treated have safely tolerated the cells, but not everyone has seen a huge improvement, says Edward Wirth, who has led the trial work and is Asterias' chief medical director. He says he thinks he knows what's held back those who didn't improve much, and hopes to address those issues in the next 3- to 4-year-long trial, which he's now discussing with the U.S. Food and Drug Administration.
So far, he says, some patients have had an almost complete return of movement in their hands and arms, but little improvement in their legs. The stem cells seem to stimulate tissue repair and regeneration, he says, but only around the level of the injury in the spinal cord and a bit below. The legs, he says, are too far away to benefit.
Wirth says he thinks a combination of treatments – stem cells, electrical stimulation, rehabilitation, and improved care immediately after an injury – will likely produce the best results.
While there's still a long way to go to scale these advances to help the majority of the 300,000 spinal cord injury patients in the U.S., they now have something that's long been elusive: hope.
"Two or three decades ago there was no hope at all," Howley says. "We've come a long way."
Artificial Intelligence is already helping to grow some of the food we eat.
The chef-farmers choose from among 45 types of herb and leafy-greens seeds, plop them into grow trays, and a few weeks later they pick and serve. While success is predicated on at least a small amount of these humans’ care, the systems are autonomously surveilled round-the-clock from Babylon’s base of operations. And artificial intelligence is helping to run the show.
Babylon piloted the use of specialized cameras that take pictures in different spectrums to gather some less-obvious visual data about plants’ wellbeing and alert people if something seems off.
Imagine consistently perfect greens and tomatoes and strawberries, grown hyper-locally, using less water, without chemicals or environmental contaminants. This is the hefty promise of controlled environment agriculture (CEA) — basically, indoor farms that can be hydroponic, aeroponic (plant roots are suspended and fed through misting), or aquaponic (where fish play a role in fertilizing vegetables). But whether they grow 4,160 leafy-green servings per year, like one Babylon farm, or millions of servings, like some of the large, centralized facilities starting to supply supermarkets across the U.S., they seek to minimize failure as much as possible.
Babylon’s soilless hydroponic growing system
Courtesy Babylon Micro-Farms
Here, AI is starting to play a pivotal role. CEA growers use it to help “make sense of what’s happening” to the plants in their care, says Scott Lowman, vice president of applied research at the Institute for Advanced Learning and Research (IALR) in Virginia, a state that’s investing heavily in CEA companies. And although these companies say they’re not aiming for a future with zero human employees, AI is certainly poised to take a lot of human farming intervention out of the equation — for better and worse.
Most of these companies are compiling their own data sets to identify anything that might block the success of their systems. Babylon had already integrated sensor data into its farms to measure heat and humidity, the nutrient content of water, and the amount of light plants receive. Last year, they got a National Science Foundation grant that allowed them to pilot the use of specialized cameras that take pictures in different spectrums to gather some less-obvious visual data about plants’ wellbeing and alert people if something seems off. “Will this plant be healthy tomorrow? Are there things…that the human eye can't see that the plant starts expressing?” says Amandeep Ratte, the company’s head of data science. “If our system can say, Hey, this plant is unhealthy, we can reach out to [users] preemptively about what they’re doing wrong, or is there a disease at the farm?” Ratte says. The earlier the better, to avoid crop failures.
Natural light accounts for 70 percent of Greenswell Growers’ energy use on a sunny day.
Courtesy Greenswell Growers
IALR’s Lowman says that other CEA companies are developing their AI systems to account for the different crops they grow — lettuces come in all shapes and sizes, after all, and each has different growing needs than, for example, tomatoes. The ways they run their operations differs also. Babylon is unusual in its decentralized structure. But centralized growing systems with one main location have variabilities, too. AeroFarms, which recently declared bankruptcy but will continue to run its 140,000-square foot vertical operation in Danville, Virginia, is entirely enclosed and reliant on the intense violet glow of grow lights to produce microgreens.
Different companies have different data needs. What data is essential to AeroFarms isn’t quite the same as for Greenswell Growers located in Goochland County, Virginia. Raising four kinds of lettuce in a 77,000-square-foot automated hydroponic greenhouse, the vagaries of naturally available light, which accounts for 70 percent of Greenswell’s energy use on a sunny day, affect operations. Their tech needs to account for “outside weather impacts,” says president Carl Gupton. “What adjustments do we have to make inside of the greenhouse to offset what's going on outside environmentally, to give that plant optimal conditions? When it's 85 percent humidity outside, the system needs to do X, Y and Z to get the conditions that we want inside.”
AI will help identify diseases, as well as when a plant is thirsty or overly hydrated, when it needs more or less calcium, phosphorous, nitrogen.
Nevertheless, every CEA system has the same core needs — consistent yield of high quality crops to keep up year-round supply to customers. Additionally, “Everybody’s got the same set of problems,” Gupton says. Pests may come into a facility with seeds. A disease called pythium, one of the most common in CEA, can damage plant roots. “Then you have root disease pressures that can also come internally — a change in [growing] substrate can change the way the plant performs,” Gupton says.
AI will help identify diseases, as well as when a plant is thirsty or overly hydrated, when it needs more or less calcium, phosphorous, nitrogen. So, while companies amass their own hyper-specific data sets, Lowman foresees a time within the next decade “when there will be some type of [open-source] database that has the most common types of plant stress identified” that growers will be able to tap into. Such databases will “create a community and move the science forward,” says Lowman.
In fact, IALR is working on assembling images for just such a database now. On so-called “smart tables” inside an Institute lab, a team is growing greens and subjects them to various stressors. Then, they’re administering treatments while taking images of every plant every 15 minutes, says Lowman. Some experiments generate 80,000 images; the challenge lies in analyzing and annotating the vast trove of them, marking each one to reflect outcome—for example increasing the phosphate delivery and the plant’s response to it. Eventually, they’ll be fed into AI systems to help them learn.
For all the enthusiasm surrounding this technology, it’s not without downsides. Training just one AI system can emit over 250,000 pounds of carbon dioxide, according to MIT Technology Review. AI could also be used “to enhance environmental benefit for CEA and optimize [its] energy consumption,” says Rozita Dara, a computer science professor at the University of Guelph in Canada, specializing in AI and data governance, “but we first need to collect data to measure [it].”
The chef-farmers can choose from 45 types of herb and leafy-greens seeds.
Courtesy Babylon Micro-Farms
Any system connected to the Internet of Things is also vulnerable to hacking; if CEA grows to the point where “there are many of these similar farms, and you're depending on feeding a population based on those, it would be quite scary,” Dara says. And there are privacy concerns, too, in systems where imaging is happening constantly. It’s partly for this reason, says Babylon’s Ratte, that the company’s in-farm cameras all “face down into the trays, so the only thing [visible] is pictures of plants.”
Tweaks to improve AI for CEA are happening all the time. Greenswell made its first harvest in 2022 and now has annual data points they can use to start making more intelligent choices about how to feed, water, and supply light to plants, says Gupton. Ratte says he’s confident Babylon’s system can already “get our customers reliable harvests. But in terms of how far we have to go, it's a different problem,” he says. For example, if AI could detect whether the farm is mostly empty—meaning the farm’s user hasn’t planted a new crop of greens—it can alert Babylon to check “what's going on with engagement with this user?” Ratte says. “Do they need more training? Did the main person responsible for the farm quit?”
Lowman says more automation is coming, offering greater ability for systems to identify problems and mitigate them on the spot. “We still have to develop datasets that are specific, so you can have a very clear control plan, [because] artificial intelligence is only as smart as what we tell it, and in plant science, there's so much variation,” he says. He believes AI’s next level will be “looking at those first early days of plant growth: when the seed germinates, how fast it germinates, what it looks like when it germinates.” Imaging all that and pairing it with AI, “can be a really powerful tool, for sure.”
Researchers from the University of Cambridge have laid the foundations for growing synthetic embryos that could develop a beating heart, gut and brain.
The organoid revolution
In 1981, scientists discovered how to keep stem cells alive. This was a significant breakthrough, as stem cells have notoriously rigorous demands. Nevertheless, stem cells remained a relatively niche research area, mainly because scientists didn’t know how to convince the cells to turn into other cells.
Then, in 1987, scientists embedded isolated stem cells in a gelatinous protein mixture called Matrigel, which simulated the three-dimensional environment of animal tissue. The cells thrived, but they also did something remarkable: they created breast tissue capable of producing milk proteins. This was the first organoid — a clump of cells that behave and function like a real organ. The organoid revolution had begun, and it all started with a boob in Jello.
For the next 20 years, it was rare to find a scientist who identified as an “organoid researcher,” but there were many “stem cell researchers” who wanted to figure out how to turn stem cells into other cells. Eventually, they discovered the signals (called growth factors) that stem cells require to differentiate into other types of cells.
For a human embryo (and its organs) to develop successfully, there needs to be a “dialogue” between these three types of stem cells.
By the end of the 2000s, researchers began combining stem cells, Matrigel, and the newly characterized growth factors to create dozens of organoids, from liver organoids capable of producing the bile salts necessary for digesting fat to brain organoids with components that resemble eyes, the spinal cord, and arguably, the beginnings of sentience.
Synthetic embryos
Organoids possess an intrinsic flaw: they are organ-like. They share some characteristics with real organs, making them powerful tools for research. However, no one has found a way to create an organoid with all the characteristics and functions of a real organ. But Magdalena Żernicka-Goetz, a developmental biologist, might have set the foundation for that discovery.
Żernicka-Goetz hypothesized that organoids fail to develop into fully functional organs because organs develop as a collective. Organoid research often uses embryonic stem cells, which are the cells from which the developing organism is created. However, there are two other types of stem cells in an early embryo: stem cells that become the placenta and those that become the yolk sac (where the embryo grows and gets its nutrients in early development). For a human embryo (and its organs) to develop successfully, there needs to be a “dialogue” between these three types of stem cells. In other words, Żernicka-Goetz suspected the best way to grow a functional organoid was to produce a synthetic embryoid.
As described in the aforementioned Nature paper, Żernicka-Goetz and her team mimicked the embryonic environment by mixing these three types of stem cells from mice. Amazingly, the stem cells self-organized into structures and progressed through the successive developmental stages until they had beating hearts and the foundations of the brain.
“Our mouse embryo model not only develops a brain, but also a beating heart [and] all the components that go on to make up the body,” said Żernicka-Goetz. “It’s just unbelievable that we’ve got this far. This has been the dream of our community for years and major focus of our work for a decade and finally we’ve done it.”
If the methods developed by Żernicka-Goetz’s team are successful with human stem cells, scientists someday could use them to guide the development of synthetic organs for patients awaiting transplants. It also opens the door to studying how embryos develop during pregnancy.
This article originally appeared on Big Think, home of the brightest minds and biggest ideas of all time.
