Mad Hedge Biotech and Healthcare Letter
June 4, 2024
Fiat Lux
Featured Trade:
(FROM PETRI DISH TO PERSONALIZED PRESCRIPTION)
(RXRX), (SDGR), (RLAY), (EXAI), (ABCL), (AMS: BAI), (NVDA), (IBM), (MSFT)
Tag Archive for: (RXRX)
Remember the last time you had to pop a pill that felt like a one-size-fits-all solution? I sure do. It was for a nagging cough, and while it did the trick, the side effects left me feeling like I'd been hit by a truck.
Turns out, Big Pharma is facing its own kind of side effects. They spend an average of $2.6 billion and over a decade to bring a new drug to market. That's like betting on a long shot at the Kentucky Derby, but with way worse odds.
But what if we could change the game entirely? What if drug discovery wouldn’t solely be about blindly mixing chemicals and hoping for the best.
Instead, picture a super-smart robot scientist, capable of reading millions of pages of medical research in seconds, understanding how different molecules interact, and even predicting which ones might be effective against a disease.
This AI-powered scientist could then design experiments to test those molecules, analyze the results, and even create new molecules from scratch, tailored to specific diseases and individual patients.
That's the promise of autonomous drug discovery.
While we've already seen robots and miniaturization speed up the drug discovery process, AI is taking it to the next level. I’m talking about AI agents running the entire show, from brainstorming biological theories to designing and running experiments, all with barely a human finger lift.
This isn't just about efficiency. It's a veritable gold mine of benefits: costs slashed, development times cut down, success rates skyrocketing, and a productivity boost that could revolutionize personalized medicine. And why does that matter?
Because it means treatments that are more effective, safer, and tailored to your unique genetic makeup, medical history, and lifestyle. Imagine popping a pill that's not just designed to treat your disease, but designed specifically for you. That's the kind of future autonomous drug discovery could deliver.
Imagine a world where your next prescription is fine-tuned to your genetic makeup, your medical history, your lifestyle. Sounds like bespoke tailoring, but for your health.
And this isn't just hype – it's backed by hard numbers. A recent study by McKinsey & Company found that AI-enabled drug discovery could potentially generate up to $50 billion in annual value by 2026.
The study also highlighted that AI could reduce the time required for drug discovery by up to 50%, while also improving the success rate of clinical trials.
These aren’t merely some abstract predictions either. In fact, some companies are already making waves in this new world of drug discovery.
Recursion Pharmaceuticals (RXRX), for example, is at the forefront of these innovations. They've developed a radical new drug discovery platform that combines advanced robotics, experimental biology, and machine learning to rapidly identify potential new treatments for a wide range of diseases.
Forget dusty labs and slow, painstaking research. Recursion's approach is like giving Sherlock Holmes a supercomputer to solve medical mysteries, and the results speak for themselves: over 2,000 novel biological relationships discovered and a mind-boggling 150 terabytes of relatable biological data generated.
That's the equivalent of roughly 30 million songs, all focused on cracking the code of human biology and disease.
Recursion isn't the only player here. A slew of innovative companies are riding the AI wave, reimagining the drug discovery landscape.
Schrödinger (SDGR) is turbocharging the process with AI and computational wizardry, using algorithms to predict how potential drugs will behave in the body before even stepping foot in a lab.
Relay Therapeutics (RLAY) is forging new paths by marrying cutting-edge computation with experimental techniques, focusing on how cancer cells move and change shape to develop targeted therapies.
Exscientia (EXAI), the AI-driven pharmatech company, is designing and discovering new drugs with unprecedented speed, while AbCellera Biologics (ABCL) is harnessing the power of AI and machine learning to decode the secrets of our immune systems, hunting for antibodies that could be developed into life-saving drugs. It’s basically like having a crack team of digital detectives scouring your immune system for clues to fight off diseases.
Meanwhile, BenevolentAI (AMS: BAI) is the top name when it comes to clinical-stage AI drug discovery, using a potent combination of AI, machine learning, and cutting-edge science to unravel the complexities of disease biology and unearth novel treatments. They're not simply content with throwing darts at a target. This company is using AI to pinpoint the bullseye.
But, this AI-powered revolution of the healthcare world isn't happening in a vacuum. It's being supercharged by a tag team of tech titans who are bringing their AI firepower to the table.
Think of it as the Avengers assembling to fight disease, but instead of superpowers, they're armed with algorithms and cloud computing.
Nvidia Corporation (NVDA), IBM Corporation (IBM), and Microsoft Corporation (MSFT) are leading the charge, providing the AI muscle needed to accelerate drug discovery.
Nvidia's Clara Discovery platform, IBM Watson Health, and Microsoft Azure's AI and machine learning services are all being harnessed to build, train, and deploy AI models for a wide range of applications in the biotech and healthcare sectors. It's like having Tony Stark, Bruce Banner, and Thor all working together to create the next medical breakthrough.
And this isn't some wishful thinking. The use of AI in biopharma R&D is projected to skyrocket, growing at a compound annual growth rate of 30% to 40% over the next five years.
Plus, the impact could be huge: AI could potentially boost clinical trial efficiency by 15% to 20% and slash the overall cost of drug development by 10% to 15%. Talk about a win-win situation.
All in all, it’s clear that this AI drug discovery thing isn't just a fad. It's a full-blown revolution that's shaking up the healthcare world as we know it. And while it's still in the early innings, it would be wise to keep a close eye on it. I'm not saying you should throw all your money in right this second, but seriously, put the companies above on your radar.
These are the trailblazers leading the charge into the future of personalized medicine. Who knows, they might just be the ticket to a healthier portfolio—and a healthier you.
Mad Hedge Biotech and Healthcare Letter
January 25, 2022
Fiat Lux
Featured Trade:
(WHAT TO WATCH OUT FOR IN 2022)
(PFE), (BNTX), (AZN), (JNJ), (MRNA), (RHHBY), (RXRX), (TAK), (PSTX), (ZY), (DNA)
The past two years have been focused on finding solutions to end the COVID-19 pandemic.
More have been attempting to join Pfizer (PFE), BioNTech (BNTX), AstraZeneca (AZN), Johnson & Johnson (JNJ), and Moderna (MRNA) in sustaining and even boosting the momentum in terms of vaccine development and launch of new drugs in the market.
While the biotechnology and healthcare industry will still predictably have COVID-19 as one of its priorities, I can see a number of promising developments waiting to be unleashed to the public this year.
One is the expansion of mRNA applications to go beyond its potential as a coronavirus vaccine.
In the first three quarters of 2021, Moderna recorded $10.7 billion in sales for its mRNA vaccine while Pfizer-BioNTech raked in $39 billion—and these numbers are expected to soar even higher for 2022.
However, what’s more promising is that the pandemic revealed an undeniable and irrefutable fact: mRNA-based treatments could be administered safely and successfully to patients.
That discovery appears to have bolstered investor confidence in the technology, as an increasing number of RNA-based drug developers managed to lure hundreds of millions in terms of financing.
China’s Abogen Biosciences received over $700 million in its Series C round last August, while another RNA-focused biotech, Massachusetts-based Laronde, raked in $440 million in a Series B round during the same period.
Another technology on the rise is artificial intelligence (AI).
For years, AI has grown from science fiction tales to real-life applications. Lately, this segment has shown signs of finally coming up with a breakthrough.
In fact, something groundbreaking might arise in the healthcare world courtesy of Roche (RHHBY) and its Genentech subsidiary.
After all, these two became the talk of the industry in December 2021 when they committed roughly $12 billion in exchange for access to the revolutionary operating system of Recursion Pharmaceuticals (RXRX).
Ultimately, the collaboration aims to come up with advanced treatments—40 programs in total—for various conditions, focusing on neuroscience and oncology.
Aside from mRNA and AI, another sector that’s expected to rally this year is the cell and gene therapy segment.
So far, more capital has poured into this area and a growing number of programs are entering Phase 3 trials.
In the first six months of 2021 alone, gene therapy companies raised approximately $6.4 billion in funding and queued 376 trials.
This notably surpassed 2020’s performance, which recorded $2.2 billion and 359 trials.
By the second half of 2021, big money started to come in with billion-dollar partnerships cropping up everywhere.
These included Takeda Pharmaceutical’s (TAK) collaboration with Poseida Therapeutics (PSTX), worth roughly $3.6 billion, as well as Roche’s partnership with Washington’s Shape Therapeutics at $3 billion.
On top of these exciting breakthroughs is another exciting development: synthetic biology.
In the first six months of 2021, the synthetic biology segment attracted about $8.9 billion in venture funding.
To top it off, the sector managed to launch two successful IPOs last year: Zymergen (ZY) and Ginkgo Bioworks (DNA).
Considering the growing momentum in this field, synthetic biology is anticipated to remain on track and achieve full-scale marketing and manufacturing across many applications. These can span from essential medicines to even various foods such as dairy and meat.
Although the biotechnology and healthcare sector struggled in the past months, it’s undeniable that the market still has faith in the industry’s future and potential.
In fact, investors showered the biotechnology segment with a record-breaking $24 billion in terms of venture capital in the first three quarters of 2021, exceeding the $20 billion total generated in 2020.
Throughout the years, biotechnology has transformed from a restrictive academic enterprise into a booming industry with real-world applications.
Looking at the history and trajectory of this sector, I can say that the trend will continue into 2022 and beyond.
