Biotech & Health

How Cerebral and Alto Neuroscience embarked on an at-home clinical trial for depression

Comment

Image Credits: Evgeny Gromov / Getty Images

Before the pandemic forced remote work, school and research to the forefront, decentralized clinical trials were probably on the horizon. Now, they’re here in earnest. 

This week, precision psychiatry startup Alto Neuroscience and Cerebral, an online mental health provider, announced that they’ve joined forces for a decentralized Phase 2 clinical trial for Alto Neuroscience’s depression drug candidate — ALTO-300. The study will largely take place in patients’ homes. 

Specifically, the project will recruit an estimated 200 volunteers from the Cerebral platform who are currently struggling with depression, and have seen no benefit from existing treatments. Alto Neuroscience, aside from providing the new drug, will also look to validate its approach to drug development: using patient biomarkers to predict which drugs patients will (or will not) respond to. 

“The idea that you would do deep phenotyping on a patient population and find out which subgroups of patients really benefit from the drug before you end up spending a billion dollars in clinical trials made all the sense in the world, but no one was doing it,” David Mou, the chief medical officer at Cerebral told TechCrunch. 

“In a way it was a match made in heaven. We had what they needed, and I trust that their vision is going to be what’s most workable.” 

What’s interesting about decentralized clinical trials?

Definitions of a “decentralized clinical trial” vary slightly, but in essence, it means that care is brought to the patient in some form, either virtually or thanks to mobile clinicians. Data is also typically collected where patients are, rather than through regular visits to a study center.  

Bringing clinical trials to patients does have the potential to solve major problems currently facing clinical trials by making the process less cumbersome for patients. Nearly 70% of clinical trial participants live more than two hours away from a study center, for instance. Enrollment is also common reason trials are terminated, and an estimated 80% of clinical trials fail to enroll patients on time. Finally, experts have suggested that bringing trials to patients might help improve the diversity and accessibility of drug research. 

This trial is far from the first decentralized clinical trial ever, but it does come during an inflection point for the field. 

Before the pandemic only 38% of pharma and contract research organizations (CROs) told McKinsey that decentralized clinical trials would be a major part of their portfolios. 

When McKinsey surveyed those same organizations again in 2020, 100% expected decentralized trials to play a large role. 

What this trial can tell us

This trial has the potential to reveal a lot about the strength of data collected at home, the FDA’s attitude toward that data and whether decentralized clinical trials really solve problems site-based trials have faced for years in real life. 

Collecting in-depth data is especially important for Alto Neuroscience’s drug development strategy. That’s because the company is based on developing unique, biomarker-driven portraits of patients with mental health diagnoses, from EEG measurements to mood and emotion questionnaires. 

“We’re developing new drugs for various psychiatric disorders, with a focus on identifying who the right patient would be using brain tests or brain biomarkers,” Amit Etkin, founder and CEO of Alto Neuroscience told TechCrunch. 

“What that means in this case, is that a core part of everything we do is try to make sure that our biomarkers identify, in the most generalizable way, the patients who will respond to our drugs.” 

Cerebral became an attractive partner for Alto Neuroscience’s upcoming trial for a few reasons. The first was that the company was able to quickly find a population that fit the specifics for the clinical trial: “We pulled out those 200 patients within an hour,” Mou said. 

But the key piece was that Cerebral had already compiled a huge amount of data on patients and their clinicians — suggesting that they had capacity to collect the high quality of data that Alto Neuroscience needs. That includes data on patients who suffer from severe forms of depression (a category who are often not served by apps that fall into wellness categories). 

For example, Cerebral patients already regularly fill out questionnaires on symptoms and mood. The company also has data on physician prescribing patterns, which could provide insight into what’s working and what isn’t.

“Because we’ve focused so much on high-quality care, it forced us to create a data infrastructure on the back end to know much more about our patients and our clinicians than any other mental health provider in existence right now,” said Mou. 

One lingering question is how the FDA will view data collected in a decentralized, even remote, way. That’s process is in development. In April, for instance, the agency required oncology decentralized trials to label their data sets to distinguish which data was collected in-person, and what was collected remotely, for instance. 

This trial may offer a good point of comparison. Alto Neuroscience is actually currently running two similar clinical trials on ALTO-300: one with Cerebral, and another in the traditional site-based format

The strategy there, says Etkin, isn’t just to evaluate the effectiveness of ALTO-300. It tests the whole concept of a decentralized precision psychiatry clinical trial.

“Part of what we’re trying to do is also validate our approach for FDA so that we can show that what we’re getting in a decentralized approach is equivalent to what we’re getting in a site-based approach,” said Etkin.

Finally, there’s some evidence that this trial overcomes barriers associated with traditional clinical trials — like enrollment issues. But it’s not perfect. The patients in the Cerebral trial, for example, are still based in New York, Dallas or Atlanta, not exactly populations that live hours away from major medical centers. 

“Does it solve the problem of representation? Not completely,” notes Mou. “But I would say it’s a higher fidelity group: The chances they have true depression is much higher than going out there in the classic way and recruiting patients through brick and mortar clinics.” 

From trial to commercialization

Both founders noted that decentralized trials could also pave the way for drug commercialization. For instance, Mou notes that Cerebral could easily help deploy a drug to the patients who might benefit from it post-approval.

From Alto Neuroscience’s perspective Cerebral could be a conduit to helping bring mental health biomarkers into clinical practice — a longstanding issue when it comes to diagnosing mental health conditions. (Historically, mental health diagnoses have been made through observing behavioral symptoms, rather than medical tests. Though some researchers, and commercial companies like Alto Neuroscience have been seeking to turn the field toward diagnosis based on validated biomarkers.) 

“A partner like Cerebral would be ideal for bringing our biomarkers, once approved, for medication into clinical practice, because their clinical care is so structured and well-tracked.” 

As for this current trial, the companies expect to get a first readout by the end of 2022. 

More TechCrunch

In an interview at his home near Reykjavík, the entrepreneur-turned-VC shared thoughts on his ventures and the journey that led him from Unity to climate tech, a homecoming of sorts.

Unity co-founder David Helgason’s next act: Gaming the climate crisis

Welcome back to TechCrunch’s Week in Review — TechCrunch’s newsletter recapping the week’s biggest news. Want it in your inbox every Saturday? Sign up here. Over the past eight years,…

Fisker collapsed under the weight of its founder’s promises

What is AI? We’ve put together this non-technical guide to give anyone a fighting chance to understand how and why today’s AI works.

WTF is AI?

President Joe Biden has vetoed H.J.Res. 109, a congressional resolution that would have overturned the Securities and Exchange Commission’s current approach to banks and crypto. Specifically, the resolution targeted the…

President Biden vetoes crypto custody bill

Featured Article

Industries may be ready for humanoid robots, but are the robots ready for them?

How large a role humanoids will play in that ecosystem is, perhaps, the biggest question on everyone’s mind at the moment.

18 hours ago
Industries may be ready for humanoid robots, but are the robots ready for them?

VCs are clamoring to invest in hot AI companies, willing to pay exorbitant share prices for coveted spots on their cap tables. Even so, most aren’t able to get into…

VCs are selling shares of hot AI companies like Anthropic and xAI to small investors in a wild SPV market

The fashion industry has a huge problem: Despite many returned items being unworn or undamaged, a lot, if not the majority, end up in the trash. An estimated 9.5 billion…

Deal Dive: How (Re)vive grew 10x last year by helping retailers recycle and sell returned items

Tumblr officially shut down “Tips,” an opt-in feature where creators could receive one-time payments from their followers.  As of today, the tipping icon has automatically disappeared from all posts and…

You can no longer use Tumblr’s tipping feature 

Generative AI improvements are increasingly being made through data curation and collection — not architectural — improvements. Big Tech has an advantage.

AI training data has a price tag that only Big Tech can afford

Keeping up with an industry as fast-moving as AI is a tall order. So until an AI can do it for you, here’s a handy roundup of recent stories in the world…

This Week in AI: Can we (and could we ever) trust OpenAI?

Jasper Health, a cancer care platform startup, laid off a substantial part of its workforce, TechCrunch has learned.

General Catalyst-backed Jasper Health lays off staff

Featured Article

Live Nation confirms Ticketmaster was hacked, says personal information stolen in data breach

Live Nation says its Ticketmaster subsidiary was hacked. A hacker claims to be selling 560 million customer records.

2 days ago
Live Nation confirms Ticketmaster was hacked, says personal information stolen in data breach

Featured Article

Inside EV startup Fisker’s collapse: how the company crumbled under its founders’ whims

An autonomous pod. A solid-state battery-powered sports car. An electric pickup truck. A convertible grand tourer EV with up to 600 miles of range. A “fully connected mobility device” for young urban innovators to be built by Foxconn and priced under $30,000. The next Popemobile. Over the past eight years, famed vehicle designer Henrik Fisker…

2 days ago
Inside EV startup Fisker’s collapse: how the company crumbled under its founders’ whims

Late Friday afternoon, a time window companies usually reserve for unflattering disclosures, AI startup Hugging Face said that its security team earlier this week detected “unauthorized access” to Spaces, Hugging…

Hugging Face says it detected ‘unauthorized access’ to its AI model hosting platform

Featured Article

Hacked, leaked, exposed: Why you should never use stalkerware apps

Using stalkerware is creepy, unethical, potentially illegal, and puts your data and that of your loved ones in danger.

2 days ago
Hacked, leaked, exposed: Why you should never use stalkerware apps

The design brief was simple: each grind and dry cycle had to be completed before breakfast. Here’s how Mill made it happen.

Mill’s redesigned food waste bin really is faster and quieter than before

Google is embarrassed about its AI Overviews, too. After a deluge of dunks and memes over the past week, which cracked on the poor quality and outright misinformation that arose…

Google admits its AI Overviews need work, but we’re all helping it beta test

Welcome to Startups Weekly — Haje‘s weekly recap of everything you can’t miss from the world of startups. Sign up here to get it in your inbox every Friday. In…

Startups Weekly: Musk raises $6B for AI and the fintech dominoes are falling

The product, which ZeroMark calls a “fire control system,” has two components: a small computer that has sensors, like lidar and electro-optical, and a motorized buttstock.

a16z-backed ZeroMark wants to give soldiers guns that don’t miss against drones

The RAW Dating App aims to shake up the dating scheme by shedding the fake, TikTok-ified, heavily filtered photos and replacing them with a more genuine, unvarnished experience. The app…

Pitch Deck Teardown: RAW Dating App’s $3M angel deck

Yes, we’re calling it “ThreadsDeck” now. At least that’s the tag many are using to describe the new user interface for Instagram’s X competitor, Threads, which resembles the column-based format…

‘ThreadsDeck’ arrived just in time for the Trump verdict

Japanese crypto exchange DMM Bitcoin confirmed on Friday that it had been the victim of a hack resulting in the theft of 4,502.9 bitcoin, or about $305 million.  According to…

Hackers steal $305M from DMM Bitcoin crypto exchange

This is not a drill! Today marks the final day to secure your early-bird tickets for TechCrunch Disrupt 2024 at a significantly reduced rate. At midnight tonight, May 31, ticket…

Disrupt 2024 early-bird prices end at midnight

Instagram is testing a way for creators to experiment with reels without committing to having them displayed on their profiles, giving the social network a possible edge over TikTok and…

Instagram tests ‘trial reels’ that don’t display to a creator’s followers

U.S. federal regulators have requested more information from Zoox, Amazon’s self-driving unit, as part of an investigation into rear-end crash risks posed by unexpected braking. The National Highway Traffic Safety…

Feds tell Zoox to send more info about autonomous vehicles suddenly braking

You thought the hottest rap battle of the summer was between Kendrick Lamar and Drake. You were wrong. It’s between Canva and an enterprise CIO. At its Canva Create event…

Canva’s rap battle is part of a long legacy of Silicon Valley cringe

Voice cloning startup ElevenLabs introduced a new tool for users to generate sound effects through prompts today after announcing the project back in February.

ElevenLabs debuts AI-powered tool to generate sound effects

We caught up with Antler founder and CEO Magnus Grimeland about the startup scene in Asia, the current tech startup trends in the region and investment approaches during the rise…

VC firm Antler’s CEO says Asia presents ‘biggest opportunity’ in the world for growth

Temu is to face Europe’s strictest rules after being designated as a “very large online platform” under the Digital Services Act (DSA).

Chinese e-commerce marketplace Temu faces stricter EU rules as a ‘very large online platform’

Meta has been banned from launching features on Facebook and Instagram that would have collected data on voters in Spain using the social networks ahead of next month’s European Elections.…

Spain bans Meta from launching election features on Facebook, Instagram over privacy fears