Science Brain-controlled bionic limbs are inching closer to reality - Probably the coolest thing you'll read this week

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The word “bionic” conjures sci-fi visions of humans enhanced to superhuman levels. It’s true that engineering advances such as better motors and batteries, together with modern computing, mean that the required mechanical and electronic systems are no longer a barrier to advanced prostheses. But the field has struggled to integrate these powerful machines with the human body.

That’s starting to change. A recent trial tested one new integration technique, which involves surgically reconstructing muscle pairs that give recipients a sense of the position and movement of a bionic limb. Signals from those muscles control robotic joints, so the prosthesis is fully under control of the user’s brain. The system enabled people with below-knee amputations to walk more naturally and better navigate slopes, stairs and obstacles, researchers reported in the July Nature Medicine.

Engineers have typically viewed biology as a fixed limitation to be engineered around, says bioengineer Tyler Clites, who helped develop the technique several years ago while at MIT. “But if we look at the body as part of the system to be engineered, in parallel with the machine, the two will be able to interact better.”

That view is driving a wave of techniques that reengineer the body to better integrate with the machine. Clites, now at UCLA, calls such techniques “anatomics,” to distinguish them from traditional bionics. “The issue we were tackling wasn’t an engineering problem,” he says. “The way the body had been manipulated during the amputation wasn’t leaving it in a position to be able to control the limbs we were creating.”

In an anatomics approach, bones are exploited to provide stable anchors; nerves are rerouted to create control signals for robotic limbs or transmit sensory feedback; muscles are co-opted as biological amplifiers or grafted into place to provide more signal sources. These techniques all improve the connection and communication between a robotic limb and the human nervous system, enhancing what bionic prostheses are capable of (SN: 2/9/24).

Anatomics-based devices have been slow to make their way out of labs and into the commercial and clinical worlds. But some say the field is edging us closer to that sci-fi vision of seamlessly integrated, brain-controlled bionic limbs — especially as more advances lie around the corner.

Here’s a closer look at how researchers are aiming to marry body and machine.

Reconstructing muscles​

Proprioception — the body’s awareness of itself in space — is a tricky sense to restore, but it’s important for movement, especially walking (SN: 9/9/19). Muscles send signals to our brain about where our body is, how it is moving and what forces it encounters. These signals are generated mainly by coupled muscles called agonist-antagonist pairs, where one contracts as the other stretches.

In a traditional amputation, this important feedback is discarded. But the technique reported in the July study, known as an agonist-antagonist myoneural interface, or AMI, surgically reconstructs these push-pull pairs and uses the signals they generate to control prosthetic joints. The procedure enables a recipient to “feel” their prosthetic limb.

“When the prosthesis moves, the person actually feels that movement as a natural proprioceptive sensation,” says MIT bionicist Hugh Herr, who developed the technique alongside Clites and the team’s surgeon Matthew Carty.

The recent study was part of a clinical trial that Herr and colleagues are conducting, which tested the technique in 14 people with below-the-knee amputation. Seven participants had undergone the AMI procedure, while the others had standard amputations. Recipients of the AMI-based system increased their walking speed by about 40 percent from 1.26 meters per second to 1.78 meters per second, the researchers found, a rate comparable to that of people without amputation.

Extending bones​

The most common complaints from prosthetic users involve pain and discomfort. A major source of discomfort is the attachment point.

“Many of the problems with prosthetic usage are related to the socket,” says bioengineer Cindy Chestek of the University of Michigan in Ann Arbor. Squishy flesh is poorly suited to transferring loads to the part of the body built for that job — bones. The resulting strain can cause tissue damage and, invariably, discomfort, sometimes leading users to abandon their device.

A technique called osseointegration exploits the fact that certain metals bond with bone. A titanium bolt inserted into the skeleton anchors the prosthesis in place, providing greater strength, stability and comfort. “There’s a reason we have skeletons,” Chestek says.

The procedure was first carried out in 1990 but didn’t become widely accepted and clinically available until the past decade. One implant system, called OPRA, received approval from the U.S. Food and Drug Administration in 2020. The main drawback is that the titanium bolt must go through the skin, creating a permanent hole that carries infection risks. “Other than the infection risk, osseointegration is better in all ways,” Chestek says.
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A technique called osseointegration anchors a prosthesis in place using a titanium bolt inserted into the skeleton. Implanted electrodes allow for fine motor control, such as picking up eggs.

Rerouting nerves​

Bionicists have long sought to tap into the body’s nerves to create prostheses that communicate with the brain. But early efforts were frustrating, mainly because the signals that nerves carry are very weak.

“People tried for decades to get meaningful signals from [putting] a wire inside a nerve,” Chestek says. “To this day, it’s nearly impossible outside of a controlled lab setting.”

Modern bionic prostheses communicate mostly with muscles instead. When activated by a nerve, muscles emit much larger electrical signals, which can be picked up by electrodes on the skin, which then control the prosthetic limb.

But nerves that previously operated parts of a missing limb — and could similarly efficiently operate the artificial limb — don’t usually end in muscles. They go nowhere, which creates neuromas, bulbs at nerve ends whose electrical “sparking” causes pain.

A procedure called targeted muscle reinnervation, or TMR, solves this problem. A surgeon strips muscles of their native nerves and reroutes severed nerves to this freshly cleared ground. Rerouted nerves grow into the muscles over time, which act as amplifiers, creating sources of the required control signals. “You turn a nerve recording problem into a muscle recording problem,” Chestek says. “Muscle recording is easy.” The procedure also treats neuroma pain — a purpose for which it is often carried out.

A drawback is that TMR cannibalizes existing muscles, limiting the number of signals that can be created. “You run out of real estate pretty quickly,” Chestek says. This is especially important for amputations above the knee or elbow, where there are fewer remaining muscles and more prosthetic joints to control.

A new technique, known as a regenerative peripheral nerve interface, or RPNI, surgically inserts small muscle grafts taken from elsewhere and reroutes nerves to these instead. Surgeons can then dissect these nerve bundles into their constituent fibers to capitalize on the newly grafted targets, allowing researchers to create as many signals as they need, Chestek says.

The small size of the muscle grafts makes it difficult to pick up signals from them using surface electrodes, though. “You can’t record [electrical signals] from a three-centimeter piece of muscle through the skin very easily,” Chestek says. “You have to use implanted electrodes.” This is more invasive, and implants face regulatory hurdles, but implanted electrodes produce higher quality signals. They just need to be accessed somehow, as running wires through the skin is not viable outside of laboratory studies.

Some researchers are working on wireless systems, but another solution is to combine RPNIs with osseointegration. In this setup, wires between implanted electrodes and the prosthesis simply run through the titanium bolt. A study published last year described an above-the-elbow bionic arm using this approach that enabled the recipient to control every finger of his robotic hand.

Rebuilding bodies​

At his UCLA anatomics lab, Clites says, “I’ve got nine or 10 active collaborations with surgeons on different projects.” Here, he and his team use cadavers to test ideas and gather data. “We’ll mount cadaver limbs to a manipulator arm and evaluate the systems we’re developing to make sure they work as intended,” Clites says. “It’s the backbone of what we do.”

One of the projects under development is a new attachment method that avoids the permanent hole that comes with osseointegration. Instead of a titanium bolt, there’s a piece of steel in the limb and an electromagnet in the socket of the prosthetic. “That magnet holds [the socket] onto the limb,” Clites says, “and then you can control how much attractive force there is by changing the current through that electromagnet.” The socket does not have to bear loads; the magnetic force does that job, changing from moment to moment according to requirements, such as walking versus standing.

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In their lab at UCLA, bioengineer Tyler Clites and Ph.D. candidate Ophelie Herve use a robot arm to manipulate a model knee in a simulation of an experiment to be conducted on cadavers.

At MIT, Herr is also working on a new advance. The recent trial of AMI-based bionic legs used electrodes on the skin to shepherd signals from muscles to the prosthetic joints. But surface electrodes have drawbacks, such as movement causing signal distortions. The new technique — called magnetomicrometry — involves placing magnetic spheres inside muscles and monitoring their movement with magnetometers. “With these magnets,” Herr says, “we can measure what we care about and use it to directly control the bionic prosthesis.” A commercial product will exist in about five years, he says.

For Herr, such advances are personal. Both of his legs were amputated below the knee after a mountain climbing accident 42 years ago. He is thinking of upgrading to AMI-based bionic leg prostheses in the coming years. Once these techniques are perfected, he predicts a leap forward. “When you marry surgical techniques like AMI and RPNI with something like magnetomicrometry, we believe it’s going to be game over,” Herr says. “We believe there’s going to be the Hollywood version of brain-controlled robotic limbs.”

An added benefit of restoring proprioception, alongside other kinds of sensory feedback such as touch, is that it makes recipients feel more like a prosthetic is part of themselves (SN: 4/22/21). “The goal in the field is when we do robotic reconstruction, the person says, ‘Oh my God, you’ve given me my body back.’” Herr says. “Instead of a robotic tool, we give them a whole limb back. The field is very close to that goal.”
 
The real game changer will be figuring out how to build out from the spine
How are they managing the interfaces between wet squishy stuff and hardware? That I think is such a huge problem. Is anyone trying to work on something h that can literally grow into (or out of) existing structures to bridge that bio/electronics gap?
 
How are they managing the interfaces between wet squishy stuff and hardware? That I think is such a huge problem. Is anyone trying to work on something h that can literally grow into (or out of) existing structures to bridge that bio/electronics gap?
Electromagnetic waves. Your brain emits them on a really really small scale. It’s called a BMI Brain Machine Interface. We just now finally got into the new era of tech where it’s somewhat feasible. Before then you would have to jam probes into nerves which is not a permanent solution and damages the body. Ironically Elon’s neuralink is 20 years out of date in that regard even if the prosthetics are modern.

I give it 30-50 years before this tech is completely noninvasive.
 
It’s called a BMI Brain Machine Interface.
How do you manage the short distances they can transmit over? I’m really interested in this, and yes, neuralnk is going nowhere with actual wires. It’s like shoving a fork in blancmange.
 
How do you manage the short distances they can transmit over? I’m really interested in this, and yes, neuralnk is going nowhere with actual wires. It’s like shoving a fork in blancmange.
Really really sensitive electronics. That’s the biggest challenge right now. They need to fine tune the equipment while safeguarding it from external interference, throw in particle emission from the sun/cosmos and you have a billion dollar problem.

If you want to do a deep dive yourself I recommend looking at neuromorphic engineering, it’s what I’m trying to study right now in grad school. All of this is pretty new within the last 10 years from the BRAIN initiative funding.
 
Really really sensitive electronics. That’s the biggest challenge right now. They need to fine tune the equipment while safeguarding it from external interference, throw in particle emission from the sun/cosmos and you have a billion dollar problem.

If you want to do a deep dive yourself I recommend looking at neuromorphic engineering, it’s what I’m trying to study right now in grad school.
I’ll take a look - any good articles or places to start?
It’s my opinion (and I may be completely wrong) that to make this work you need to literally grow the two bits together. I don’t think metallics like neuralink will work and I see a lot of weaknesses in the very sensitive stuff simply from shielding and the density of signals the modern world has. I think only literally growing parts together is going to do it, but that’s a whole moral issue in itself, is it even ethical to mix machine and flesh like that?
 
I’ll take a look - any good articles or places to start?
It’s my opinion (and I may be completely wrong) that to make this work you need to literally grow the two bits together. I don’t think metallics like neuralink will work and I see a lot of weaknesses in the very sensitive stuff simply from shielding and the density of signals the modern world has. I think only literally growing parts together is going to do it, but that’s a whole moral issue in itself, is it even ethical to mix machine and flesh like that?
The best recommendation I can make is to look at scholarly databases and use keywords you’re interested in. It’s a lot of coloquial vocabulary that’s hard to decipher and most of it is still not for public consumption i.e. classified development. Small scale physics/biology is a good start outside of actual technical journals.
Otherwise, this is going to be your best bet for what they’re publicly discussing.

Regarding ethics, it’s more so a “do no evil” guideline with the rest of it going out the window. Which sometimes leads to dumb decisions like you previously mentioned shoving copper threads into the brain that’ll get pushed out naturally by the body.

Once you learn how synapses work you can basically discretize the specific fields and wave cycles to embed those 1s and 0s we humans love working with.
 
Why can't people just look 2 steps ahead and realize what this is going to lead to eventually? This tech is being used for good, for now, but it's going to have very, very negative consequences down the road. Sooner than we realize.
I have a hard time seeing the big negatives. Sure, you may have an asshole make a subscription service for your legs. Maybe you’ll have the NSA spy through your eyeballs. But that’s why they’re moving towards system isolation so stuff like that doesn’t happen.

The interesting hypothetical that could be bad is if they ever fully described the programmatic language of the brain. Which nefarious actors could use to exploit and create brain logic viruses. That’s all very woo woo though. Nobody wants a buffer overflow in the brain.

Currently the technology is too slow to actually be scary.
 
most of it is still not for public consumption i.e. classified development.
lol I bet. I’d love to see what being developed out of the public view, it must be fascinating. Sometimes you can infer little hints of it in my industry but it would be great to really take a good look. Alas.
Macular degeneration runs in my family, so I hope Deus Ex type eyes happen in my lifetime. Hopefully the eyes won't require subscriptions.
Some pretty OK treatment even now for that. I hope you’re getting regular eye checks - if you catch it right at the start you can often prevent or drastically slow progression with injections of various vegf inhibitors and phototherapy for the wet form. There’s also some. Vitamin and mineral combos that are protective, take a look at that too.
 
Something to look at is deep space satellites/probes. ;)
Super sensitive and super ‘able to see what’s actually there not noise’ sensors? Cool. I have suspected there’s been work on very sensitive’pulling signal from noise’ stuff for a while now with a couple of things I’ve seen (randomly let’s just say a bastard child of a hedge fund algo and a gene chip and leave it there…) because a couple of things I’ve seen in development don’t make sense otherwise.
 
Why can't people just look 2 steps ahead and realize what this is going to lead to eventually? This tech is being used for good, for now, but it's going to have very, very negative consequences down the road. Sooner than we realize.
"this objectively good thing might lead to something bad so we shouldn't pursue it"

Yeah, that's all technology. The GPS in your phone can be used to track you down. The novel surgical techniques that can save your life can be used to invert a penis into a biomedical nightmare. The nuclear fission that can power a city can level it to the ground in an instant. The service that allows my thoughts to appear on a screen and have them display on yours can be used to show you pictures of a fat gay man's distended coinslot asshole. "People are cutting their arms off to LARP as cyberpunk characters" is vastly outweighed by "people that have been maimed or born with deformities will be able to lead more-or-less normal lives."
 
A lot of the tech is moving into femtoscale external mounting devices on the head interlinked with respective prosthesis. The real game changer will be figuring out how to build out from the spine. It’s not a field merely restricted to prosthetics but also neurological disease and paralytic stimulation. Bionics vision is mainly relegated to glasses but some people are implementing glass eyes with microcontrollers and rod/cone digital receptors.

I’m very against proprietary licensing and hope it all goes open source. Because as you said, nobody wants to forget to pay their bill and have the lights go out.

DARPA likes neuromorphic chips because they’re really good for mission critical components even if they’re currently slow. The idea is to build an isolated system that runs/communicates to a c&c but isn’t required to be connected unless if it’s feeding back data to home.
So what are the odds I can get my eyes rebuilt into bionic eyes in the next two decades?

My eyesight is 'stable' now but I may be technically legally blind without my glasses, and I'm dubious if lasik will solve my problem long term.
 
So what are the odds I can get my eyes rebuilt into bionic eyes in the next two decades?

My eyesight is 'stable' now but I may be technically legally blind without my glasses, and I'm dubious if lasik will solve my problem long term.
If you sign a waiver that says you won’t sue you can get them today. They may not work so good though.

Lasik would be safer.
 
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