"Tech in Bio" Corner #2
Andrii Buvailo, Ph.D.
Science & Tech Communicator | AI & Digital | Life Sciences | Chemistry
Welcome back to the second recap of the most interesting news, companies and developments with a focus on technology advances in bio ?????????
Topics for today:
? Noetik Secures $40 Series A, Unveils First-of-its-kind Data Atlas for Cancer Research
? From the Trenches of the 11th Aging Research and Drug Discovery Meeting
? Towards “Synthetic Immune System”
Let's go!
Noetik Secures $40 Series A, Unveils First-of-its-kind Data Atlas for Cancer Research
?? San Francisco-based techbio startup Noetik, co-founded and led by Ron Alfa, MD, PhD , previously VP of Research at Recursion (RXRX), has just secures $40 million Series A to further advance its multimodal computational engine OCTO.?
OCTO (Oncology Counterfactual Therapeutics Oracle) is an AI model designed to simulate complex patient-specific biology, particularly for cancer research. It uses a transformer architecture trained on multimodal data from thousands of tumor samples, including protein staining, gene expression, DNA sequencing, and histological images.?
By integrating these diverse data types, OCTO can predict how different therapeutic interventions might affect individual patients.?
The model employs a unique training method called structured multimodal masking to learn the relationships between various biological features.?
This capability allows researchers to simulate "what-if" scenarios, aiding in the discovery of targeted cancer therapies and improving personalized treatment strategies.
Noetik has also unveiled a state of the art big data resource Lung BioAtlas, which is the most comprehensive dataset focused on non-small cell lung cancer (NSCLC).?
Currently, only about 12.5% of cancer patients respond to immunotherapy, underscoring the need for more targeted treatment approaches. So, Noetik is seeking partnerships where different academic and industry organizations could use Lung BioAtlas to make progress towards more precise and informed cancer therapies.?
From the Trenches of the 11th Aging Research and Drug Discovery Meeting
These days I am visiting #ARDD2024 which is hosted in picturesque halls of the University of Copenhagen, in Copenhagen downtown. This year’s event is pretty massive, I think the most packed compared to all previous ones of this series.?
ARDD2024 features many presentations by folks from the global companies that I found impactful, including an enlightening talk about AI in longevity research delivered by Elena Bonfiglioli, Global Head of Life Science at Microsoft, and the comprehensive introduction to various theories of why we age by Dr Michael Ringel, Managing Director & Senior Partner at Boston Consulting Group (BCG).
Also, I particularly liked the talk by Prof. Nir Barzilai, Director at Einstein Institute for Aging Research at Albert Einstein College of Medicine, who provided a field-wide overview of geroscience and gerotherapeutics currently in development and having the promise of positively changing the definition of what we consider “normal” when we talk about getting old.
I also attended a presentation by Marie Kveiborg, Senior Scientific Lead, Novo Nordisk Foundation, centered around the broader aspect of going from basic biomedical discoveries to clinical translation, through strategic partnering, outlining specific challenges and opportunities pertaining to aging.?
The conference is still ongoing as of this moment when I am publishing the newsletter, so make sure to subscribe to my newsletter for the learnings from all these and future presentations -- Where Tech Meets Bio, where I will be sharing those over the coming weeks.?
But here I’d like to focus on smaller companies and startups, as I think they hold a lot of interest to the reader both from the partnership and investment standpoints. I briefly classified some company picks, so, here what I’ve got so far:
Companies leveraging artificial intelligence and machine learning for various applications, including drug discovery, personalized medicine, diagnostics, and health insights.
2. mRNA and RNA-based Therapeutics
Companies using mRNA or RNA technologies to develop new treatments and therapies.
3. Nanotechnology and Biomimetic Therapeutics
Companies utilizing nanotechnology or biomimetic methods to create innovative treatments.
4. Immunotherapy and Immune Modulation
Companies working on therapies to enhance or regulate the immune system to treat diseases.
5. Microbiome and Gut Health
Companies focused on the role of the microbiome in health, particularly in aging and longevity.
6. Regenerative Medicine and Stem Cells
Companies specializing in regenerative medicine and stem cell technologies for healing and rejuvenation.
7. Consumer Health and Wellness Products
Companies developing consumer-focused products for health, wellness, and longevity based on scientific research.
8. Decentralized Research and Blockchain Technology
Organizations leveraging blockchain to fund and manage biotech research and innovation.
9. Biotechnology for Age-Related and Neurodegenerative Diseases
Companies focusing on developing therapies specifically for aging-related conditions, including neurodegenerative diseases.
10. Genomics and Personalized Health
Companies specializing in genomics, whole-genome sequencing, and personalized health insights based on genetic data.
11. Diagnostic Tools and Health Monitoring
Companies developing diagnostic tools for measuring biological markers related to aging and health.
12. Consumer Health Platforms
Platforms offering consumer access to health optimization insights and personalized recommendations.
This is a very brief intro, we will be publishing a more detailed report on BiopharmaTrend, make sure to follow for upcoming announcements.?
Towards “Synthetic Immune System”
One hidden gem of this conference I would like to highlight is Maxwell Biosciences , a biotech company based in Austin, Texas, that focuses on developing broad-spectrum antiviral and antibacterial drugs.?
The company’s mission is to address the unmet medical needs for effective treatments against viral and bacterial infections, especially given the rising concern over antibiotic resistance and emerging viral threats.?
I covered the alarming aspects of antibiotic resistance in one of the past reports: The Time for Breakthroughs in Antibiotic Discovery and I am concerned about the state of things in this area. So, I am glad I met folks from Maxwell, including Joshua McClure , the company’s CEO, and Mira Sirotic, CMA , Director of Investor Relations, who told me quite amazing details about what the company is doing.?
Scotch delivered a super cool presentation packed with technical data but also with a broader picture of the wide potential of modulating microbiomes in the human body for various purposes, and also approaches of fighting external pathogens, like viruses, bacteria and fungal infections. I will be publishing exclusive insights from the presentation and my talks with the company representatives on BiopharmaTrend and in our newsletter, so make sure to subscribe to get this information when it arrives.?
Now, just a brief theses-like snapshot of what folks at Maxwell are doing:?
CLAROMER? Technology:?
Maxwell Biosciences' primary innovation lies in its CLAROMER? technology, which refers to a class of synthetic small molecules designed to mimic the function of natural antimicrobial peptides (AMPs). These biomimetic molecules have demonstrated the ability to disrupt the membranes of viruses and bacteria selectively. The technology targets the lipid membranes of pathogens, leading to cell membrane destabilization and pathogen death.?
This approach offers a potential advantage over traditional antivirals and antibiotics that often target specific proteins or mechanisms, which pathogens can mutate to develop resistance.
CLAROMER? compounds function by binding to and disrupting the lipid bilayers of pathogenic organisms. This mechanism of action is similar to that of natural AMPs, which are part of the innate immune system and serve as the first line of defense against infections. The synthetic nature of CLAROMER? molecules offers stability and the potential for broad-spectrum activity against various viruses and bacteria.
Preclinical Candidates
Maxwell Biosciences has been actively developing its pipeline of preclinical candidates based on the CLAROMER? technology. These candidates are intended to provide broad-spectrum antiviral and antibacterial properties:
Preclinical data have shown that CLAROMER? compounds can effectively neutralize a range of enveloped viruses, including herpes simplex virus (HSV) and influenza. Their ability to disrupt viral envelopes offers a broad-spectrum application that is less susceptible to the resistance development observed with traditional small-molecule antivirals.
In addition to antiviral properties, CLAROMER? compounds have shown antibacterial activity, particularly against multi-drug-resistant bacteria, including strains of Staphylococcus aureus and Pseudomonas aeruginosa. This positions Maxwell Biosciences as a player in addressing the critical issue of antibiotic-resistant bacterial infections.
Concept of Universal Antiviral and Antibacterial Remedy
The company's goal is to develop a universal remedy that is effective against a wide range of pathogens.?
By targeting the lipid membranes of viruses and bacteria, the CLAROMER? technology seeks to provide a solution that works across different types of infections, regardless of specific mutations. This approach aims to circumvent the issue of pathogen resistance that often limits the efficacy of conventional antivirals and antibiotics.
The success of Maxwell's CLAROMER? technology in preclinical models has set the stage for further development, aiming to move into clinical trials. The broad-spectrum activity, coupled with a favorable safety profile observed in preliminary studies, supports the potential of this platform to meet urgent healthcare needs.
And if you are not persuaded that the company is taking their science pretty seriously, Maxwell Biosciences has engaged in strategic collaborations with military and government research agencies, including a significant partnership with the U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID).?
The company entered into a second Cooperative Research and Development Agreement (CRADA) with USAMRIID to further explore the antiviral and antibacterial potential of its proprietary Claromer? compounds.?
This collaboration focuses on testing these compounds against various viral and bacterial pathogens identified as national biodefense priorities, such as those that cause hemorrhagic fevers and other serious infections.?
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-- Andrii
Board Advisor @ BioPharmaTrend.com | AI and HPC consulting
6 个月Both NOETIK and insitro are leveraging AI to enhance precision in oncology, with a particular emphasis on integrating complex biological data: Noetik: Uses AI to integrate data from various sources (like gene expression, protein levels) and simulate complex biological phenomena to predict outcomes of therapeutic interventions. Insitro: Focuses on predicting genetic mutations from histology slides using AI, enhancing the ability to diagnose and understand cancer at a genetic level through imaging. https://docs.google.com/presentation/d/1sLo4Il1FW2aWr7k12pcwVexmJtXpWYTNTXMsCljLsHc/edit?usp=sharing
Just in: https://www.biopharmatrend.com/post/932-brinter-am-technologies-to-supply-3d-bioprinter-for-esas-advanced-tissue-manufacturing-on-iss/
Helping molecules become drugs ??@ SpiroChem
6 个月Interesting! Thank for news!
Co-Founder at BiopharmaTrend
6 个月Thanks for insights!