• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
HealthBiotechnology
Europe

Peptone, a startup using A.I. to find drugs for tricky ‘disordered’ proteins, raises $40 million in venture funding

Jeremy Kahn
By
Jeremy Kahn
Jeremy Kahn
Editor, AI
Down Arrow Button Icon
Jeremy Kahn
By
Jeremy Kahn
Jeremy Kahn
Editor, AI
Down Arrow Button Icon
June 9, 2022, 6:15 AM ET
Add Fortune on Google for similar content.

Peptone, a London-based startup that is using artificial intelligence and advanced atomic imaging techniques to pursue a tricky class of potential targets for new medicines, has raised an additional $40 million in venture capital investment to fund its expansion.

F-Prime Capital, a venture capital firm that specializes in health care and technology investments, and Bessemer Venture Partners lead the new investment round, with participation from Walden Catalyst Ventures. Peptone’s existing investors, London-based Hoxton Ventures, and dRX Capital, the venture arm of pharmaceutical company Novartis, also participated in the new financing. This Series A funding—the first large institutional financing round for a startup—brings the total funding Peptone has raised since its founding to about $42 million.

Recently, researchers have made tremendous advances in using artificial intelligence to predict the complex three-dimensional shapes of proteins. Proteins are long strings of amino acids that form the building blocks of most biological processes. When in isolation, they spontaneously fold, or collapse, into highly-complex three-dimensional shapes. But until recently, scientists had few ways to predict what these shapes would be. The breakthrough in using A.I. to forecast these structures with a high degree of accuracy based on knowing the protein’s genetic code is seen as potentially speeding the discovery of new drugs because many drugs are small molecules that bind to a specifically shaped “pocket” in the structure of a protein.

But as many as 50% of human proteins either don’t fold into regular shapes, or contain regions that don’t have a clear structure—at least not when the protein is found in isolation. Scientists call such proteins “intrinsically disordered.” Yet just because these proteins don’t seem to have a consistent shape doesn’t mean they don’t do anything. Scientists believe these disordered proteins and disordered protein regions play a critical role in biological processes, including key aspects of cell function and cell reproduction, and in many diseases, including Alzheimer’s, cancer, and diabetes. Yet researchers’ inability to predict the protein’s structure has made it difficult to find drugs that will bind with these proteins.

Peptone, which was founded in 2018, has developed a potentially game-changing method to predict the way disordered proteins are likely to behave in the presence of other proteins and molecules. The startup, which has offices in London and in Bellizona, Switzerland, uses advanced imaging techniques that are able to analyze the dynamics of disordered proteins in a fluid state. Peptone then uses this data to create computer simulations of how a disordered protein will interact with other molecules at an atomic level. These computer simulations require the use of a specialized high-performance computer. The company uses artificial intelligence techniques to search for molecules that can bind with these disordered proteins. And then it validates these molecular candidates using traditional lab experiments.

Kamil Tamiola, Peptone’s founder and chief executive officer, told Fortune that the new funding will allow Peptone to complete the construction of its laboratory facilities in Bellizona, a biotechnology hub in southern Switzerland. Peptone needs to purchase and install expensive, sophisticated machines to perform the two kinds of imaging—nuclear magnetic resonance (NMR) spectroscopy and hydrogen-exchange mass spectrometry—it uses to analyze the shapes disordered proteins assume as they move. The more commonly used ways methods of protein imagery, X-ray crystallography and cryo-electron microscopy; both involve turning proteins into crystals that lock their structures in place. Disordered proteins are, by their very nature, not amenable to these techniques because their structures are fluid, and vary depending on the presence of other proteins and molecules.

Tamiola said the new funding will also allow Peptone to investigate possible drug candidates for five different disordered protein targets that it has identified as promising and taking them through to pre-clinical validation. He said he expects this process to take about 14 months. The company also has two pilot projects with large pharmaceutical companies, which he declined to name, citing nondisclosure agreements.

“Modulating disorder is our big thing,” Tamiola said, noting that disordered proteins often experience moments when, in the presence of the right other protein or molecule, they adapt a more stable structure. In that condition they become potentially druggable. “We want to say you can design an artificial peptide that maybe intuitively makes no sense, but if you put it in the cell it will bind,” he says. A peptide is a small chain of amino acids, whereas a protein is a much longer chain composed of many peptide groups.

Francis Ho, a partner at Walden Catalyst Ventures, said in a statement that his venture firm believes that by uncovering ways to make disordered proteins druggable, Peptone could fill a crucial gap that has been left unaddressed by other A.I.-enabled drug discovery companies.

Peptone’s technology has “vast potential” to treat major diseases, Andrew Hedin, a partner at Bessemer Venture Partners, said in a statement.

Sign up for the Fortune Features email list so you don’t miss our biggest features, exclusive interviews, and investigations.

About the Author
Jeremy Kahn
By Jeremy KahnEditor, AI
LinkedIn iconTwitter icon

Jeremy Kahn is the AI editor at Fortune, spearheading the publication's coverage of artificial intelligence. He also co-authors Eye on AI, Fortune’s flagship AI newsletter.

See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Health

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • TikTok icon
  • YouTube icon

Latest in Health

traffic
HealthAutos
Rich countries have cut road deaths by more than 30% in 30 years—but about 90% of fatal crashes now happen in poorer nations
By Mike Stobbe and The Associated PressJuly 21, 2026
3 hours ago
Three women chop their way into the record books at Lumberjack World Championships
North AmericaWisconsin
Three women chop their way into the record books at Lumberjack World Championships
By The Associated Press and Ellen SchmidtJuly 20, 2026
19 hours ago
Ferran Torres
SuccessWorld Cup
Spain’s Ferran Torres scored the winning goal in the World Cup—but just four years ago, he was in therapy and stuck in a ‘bottomless pit’
By Emma BurleighJuly 20, 2026
1 day ago
FDA walks back positive lab test while lettuce recall continues
HealthFood and drink
FDA walks back positive lab test while lettuce recall continues
By Bloomberg, Kristina Peterson, Jessica Nix and Daniela SirtoriJuly 20, 2026
1 day ago
Pharmacy technician Brandy Leroy fills a TPN bag using the ExactaMix Pro Automated Compounding System
Startups & VentureTerm Sheet
The FDA’s peptide vote could create telehealth’s next multibillion-dollar market
By Lily Mae LazarusJuly 20, 2026
1 day ago
A decade after the ‘Godfather of AI’ said radiologists were obsolete, their salaries are up to $571K and demand is growing fast
AIthe future of work
A decade after the ‘Godfather of AI’ said radiologists were obsolete, their salaries are up to $571K and demand is growing fast
By Marco Quiroz-GutierrezJuly 19, 2026
2 days ago

Most Popular

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
Success
Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
By Sasha RogelbergJuly 20, 2026
23 hours ago
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
Success
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
By Sydney LakeJuly 20, 2026
1 day ago
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
AI
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
By Jason MaJuly 18, 2026
3 days ago
Current price of silver as of Monday, July 20, 2026
Personal Finance
Current price of silver as of Monday, July 20, 2026
By Joseph HostetlerJuly 20, 2026
1 day ago
It’s not just Taco Bell lettuce and possible glass in Pillsbury rolls: Food and drink recall events reached a 6-year year-over-year high
Retail
It’s not just Taco Bell lettuce and possible glass in Pillsbury rolls: Food and drink recall events reached a 6-year year-over-year high
By Sasha RogelbergJuly 20, 2026
1 day ago
The Treasury is walking a tightrope on U.S. debt by relying so much on short-term rates that are at the mercy of a suddenly very hawkish Fed
Economy
The Treasury is walking a tightrope on U.S. debt by relying so much on short-term rates that are at the mercy of a suddenly very hawkish Fed
By Jason MaJuly 20, 2026
24 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.