For countries that could get their hands on it, the rapid development of mRNA vaccines for COVID-19 was something close to a miracle, saving an estimated 1.1 million lives in the United States alone.
By capitalizing on recent developments in gene sequencing, chemical synthesis and new delivery mechanisms, scientists were able to start the first clinical trials for mRNA vaccines just four months after the World Health Organization declared a pandemic. This success, industry observers say, could act as a kind of blueprint to tackle other hard-to-treat diseases.
It was really the development of several technologies coming together that put us in a position where we were able to respond very, very quickly, says Richard Bozzato, a senior adviser on health at MaRS. It showed we can do it.
Researchers are using these advances to speed up all aspects of drug development from discovery to how a medication is administered with the potential to cut costs, save time and help more patients. The whole objective here, says Bozzato, is to be able to cure as many patients as we can.
Using AI to speed up drug development
Fewer than 10 per cent of new compounds ever make it from the test tube to clinical use. Most turn out to be either less effective or more toxic than originally believed. Even then, many drugs that are approved can have serious side effects.
Right now, the process of discovery and development is hit and miss, says Bozzato. You do an experiment and see what happens. Then you discover something you didnt expect. This is where artificial intelligence and machine learning can help: by running tests through computational models, they can identify issues as well as promising new compounds much faster.
If you can combine the speed of computational approaches with the intuition and brilliance of the human mind, you can start asking different questions for a different problem, says Naheed Kurji, co-founder, president and CEO of Toronto-based Cyclica. It means more medicines, better medicines faster. We wont have to wait 12 years to get them.
Researchers have been developing computational techniques to pinpoint the molecular drivers of disease for more than 20 years, but the area has expanded considerably in the last five years as more genetic data becomes available. A major breakthrough came last year when Googles artificial intelligence startup Deep Mind allowed free access to its AlphaFold database of three-dimensional protein structures.
The program predicts those structures with more than 90 per cent accuracy twice the accuracy of previous programs. Work that would have taken months or years can now be accomplished in a few hours or days, says Bozzato.
More than 400 companies worldwide are now working in the space, targeting diseases from Alzheimers and Parkinsons disease to various forms of cancer. Cyclica is looking into new treatments for a range of ailments that are hard to treat, including some central nervous system disorders such as pain and spinal disease. And Deep Genomics, another Toronto-based venture, is preparing its first AI-discovered drug programs for clinical trials.
Finding a better delivery mechanism
Medications are only effective if they end up in the right place, at the right time. When theyre on target, they can treat disease in the affected tissues with minimal side effects. Researchers have been developing safe and effective drug delivery technologies for decades, but new, more complex therapies such as mRNA and gene editing need more complex delivery systems. Thats where lipid nanoparticles come in.
Lipid nanoparticles are the tiny envelopes that deliver the active ingredient in mRNA COVID vaccines. Their success in the mRNA vaccines suggests they have much greater potential to safely deliver other innovative therapies, such as small drugs, proteins or genetic material.
Seeing the safety and efficacy of these vaccines was proof you could use this for a new modality, says Brent Stead, co-founder and chief executive officer of Specific Biologics, a discovery-stage gene-editing company thats experimenting with lipid nanoparticles to deliver gene therapy. If it works in this application, then fundamentally theres no reason it cannot work in others.
The particles, which are fatty molecules that closely resemble human cells, act as a protective layer for small molecule therapies as they make their way to their target cells. Their close resemblance to human cells means they can evade the bodys natural defences, making them non-toxic. Theyre especially effective at reaching specific organs or cells because they can have chemical structures attached to their surface that recognize unique molecules on their targets.
Researchers are looking to see whether lipid nanoparticles can be used to deliver the CRISPR gene-editing technology to target rare diseases that are caused by a single genetic mutation, such as ALS, Huntingtons Disease and ocular diseases that cause blindness. You can envision a treatment where you do the treatment once and that permanently corrects the disease, says Stead.
California-based Intellia Therapeutics recently started the first clinical safety trials using the combination to target liver diseases, and Specific Biologics is doing laboratory research on illnesses that affect the lungs, such as cystic fibrosis.
Treatments are still several years away, however. Although CRISPR works in animal models, researchers are still determining how to get it to consistently target a specific genetic mutation without damaging other cells. Another challenge, Stead says, is the fact that lipid nanoparticles tend to accumulate in the liver, making them most effective for targeting liver disease. Biotech companies are now working on next-generation LNPs that target different tissues and organs.
Creating a tailored treatment
One of the challenges in treating cancer is that cancer cells are constantly looking for ways to survive. They may respond initially to a treatment but then mutate and develop a resistance. Doctors then need to find a new treatment. In other cases, patients dont respond to therapy at all. Scientists are turning to next-generation sequencing to find the treatment that can be tailored to the individual patient, as well as determine why a treatment has failed.
Xue Wu, a co-founder of Geneseeq, one of the companies specializing in this field, recalls one woman who wasnt responding to traditional chemotherapy for an advanced sarcoma and was on life support in the ICU. Using next-generation sequencing, Wu discovered that a rare genetic mutation might have caused the resistance. She helped her join a clinical trial for a new drug targeting that mutation. Within 10 days, the tumour had dramatically reduced in size, and the woman lived for another 10 months before she developed drug resistance to this drug and died.
Next-generation sequencing can map hundreds of genes at a time and find the mutation in as little as five days, so that doctors can find treatments that target only those cells. Since the U.S.-based Foundation Medicine made the technique commercially available a decade ago, its application in the U.S. and other countries has grown rapidly. The technique has been especially useful in lung cancer, Wu says, for which several generations of precision treatments are available. You have the option to choose different drugs, so the patient will have a prolonged lifespan. It significantly improves the five-year survival rate of these patients.
The next frontier, Wu adds, is developing more precise treatments for other types of cancer mutations currently without viable treatment options. Researchers are now looking at whether technologies such as CRISPER gene editing and mRNA vaccines, could be deployed.
Scaling up treatments
The other big challenge for Canadian companies working to speed up drug development lies outside the laboratory, in the commercial realm, says Bozzato. The success of COVID vaccines proved that many Canadian researchers are leaders in drug development. For example, Peter Culis, now a professor emeritus at the University of British Columbia, was one of the pioneers in developing lipid nanoparticles. The B.C. company Genevent Sciences Corporation supplies LNPs to mRNA vaccine manufacturers Pfizer-BioNTech and Moderna.
However, as a recent report from the Innovation Economy Council notes, Canada doesnt currently have the large-scale manufacturing facilities that could help translate homegrown research into homegrown therapies. The federal government has started to address the issue, investing $1.2 billion in various projects, which could help Canada secure a slice of the growing global biotech industry.
The MaRS Impact Health conference, being held May 25 to 27, explores the latest innovations in biotech.
Anita Elash is a freelancer who write about technology for MaRS. Torstar, the parent company of the Toronto Star, has partnered with MaRS to highlight innovation in Canadian companies.
Disclaimer This content was produced as part of a partnership and therefore it may not meet the standards of impartial or independent journalism.
More here:
The success of mRNA vaccines could act as a blueprint to tackle other diseases - Toronto Star
- F.D.A. Says Millions Got Unapproved Drugs, Should the new bioequivalence and bioanalytical guidelines for 2010, be made more stringent [Last Updated On: April 15th, 2010] [Originally Added On: April 15th, 2010]
- F.D.A. Says Millions Got Unapproved Drugs, Should the new bioequivalence and bioanalytical guidelines for 2010, be made more stringent [Last Updated On: April 15th, 2010] [Originally Added On: April 15th, 2010]
- GSK, MedTrust launch iPhone/iPad app for cancer trials [Last Updated On: June 11th, 2010] [Originally Added On: June 11th, 2010]
- GSK, MedTrust launch iPhone/iPad app for cancer trials [Last Updated On: June 11th, 2010] [Originally Added On: June 11th, 2010]
- 22 Million Australian Cloud computing initiative to benefit life science researchers [Last Updated On: June 19th, 2010] [Originally Added On: June 19th, 2010]
- GE Healthcare announces SaaS Electronic Medical Records Management [Last Updated On: June 19th, 2010] [Originally Added On: June 19th, 2010]
- 22 Million Australian Cloud computing initiative to benefit life science researchers [Last Updated On: June 19th, 2010] [Originally Added On: June 19th, 2010]
- GE Healthcare announces SaaS Electronic Medical Records Management [Last Updated On: June 19th, 2010] [Originally Added On: June 19th, 2010]
- How useful would be the Single-patient clinical trials for improving the hopes of Personalized medicine [Last Updated On: August 12th, 2010] [Originally Added On: August 12th, 2010]
- How useful would be the Single-patient clinical trials for improving the hopes of Personalized medicine [Last Updated On: August 12th, 2010] [Originally Added On: August 12th, 2010]
- Life Sciences at Oracle Open World 2010 [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- ChIP Enrichment Analysis can speed up drug discovery [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- GE’s healthymagination initiative lead Smart Patient Room to improve patient safety goes live at Bassett Medical Center [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- The SaaS impact on solution selling for ISVs (via Inner Lining) [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- Oracle starts the Oracle Health Sciences Institute (OHSI), in partnership with Sun Labs [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- 70% of Pharmaceutical organisations outsource at least one PV activity. This level is expected to increase to 80% by 2012 [Last Updated On: October 26th, 2010] [Originally Added On: October 26th, 2010]
- Insurance coverage for healthcare IT software, to protect healthcare IT companies from damages inflicted by their software [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- India announce Heart Surgery for $1000 USD [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- Indian Healthcare IT market & Oracle’s presence in Indian Healthcare [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- Insurance coverage for healthcare IT software, to protect healthcare IT companies from damages inflicted by their software [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- India announce Heart Surgery for $1000 USD [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- Indian Healthcare IT market & Oracle’s presence in Indian Healthcare [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- Harvard Medical Schools new automated safety surveillance system provides faster early warnings in the postmarket evaluation of medical device safety [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- SalesForce.com partner introduces CRM for clinical trial management on Force Platform [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Widespread fraud in the Clinical Trial of Drugs is pervasive event in United States [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Scott Stern Kellogg School of Management speaks about “New Drug Development: From Laboratory to Blockbuster to Generic,” [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- MNC Pharma tries to capture the $1.9 billion Indian OTC market by selling Drugs through India’s 170000 post offices [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- collaborative clinical trials management software for Central Laboratories [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Clinical Trial and Pharmacovigilance process automation [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Microsoft in Clinical Trials Management System (CTMS) and Electronic Data Capture (EDC) [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Oracle Business Intelligence Enteprise Edition (OBIEE) for Clinical Trial Management System (CTMS) [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- trends in the life sciences and pharma research and development outsourcing (RDO) [Last Updated On: November 29th, 2010] [Originally Added On: November 29th, 2010]
- Sanofi-Aventis ties up with Oxford Univ for oncology research in India [Last Updated On: December 20th, 2010] [Originally Added On: December 20th, 2010]
- PharmaNet unveils touch screen capable data capture platform for Phase I Clinical Trials [Last Updated On: December 20th, 2010] [Originally Added On: December 20th, 2010]
- Adverse Events in Hospitals- United States Department of Health Report slams current measures in US hospitals [Last Updated On: December 21st, 2010] [Originally Added On: December 21st, 2010]
- IBM Files Application to Patent The Patent [Last Updated On: January 4th, 2011] [Originally Added On: January 4th, 2011]
- How to improve R&D productivity: the pharmaceutical industry’s grand challenge [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- AstraZeneca Announce Real-World Evidence Data Collaboration [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- How to improve R&D productivity: the pharmaceutical industry’s grand challenge [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- AstraZeneca Announce Real-World Evidence Data Collaboration [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Medication adherence improves, When Patients Share Their Stories [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Questions for the CRO [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Clinical Research Sites Struggle With Increasing Trial Complexity yet most depend on, Google (or other search sites) as the primary information tool [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Medication adherence improves, When Patients Share Their Stories [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Questions for the CRO [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Clinical Research Sites Struggle With Increasing Trial Complexity yet most depend on, Google (or other search sites) as the primary information tool [Last Updated On: March 13th, 2011] [Originally Added On: March 13th, 2011]
- Law of the land can help or destroy the Pharmacovigilance system [Last Updated On: March 27th, 2011] [Originally Added On: March 27th, 2011]
- Law of the land can help or destroy the Pharmacovigilance system [Last Updated On: March 27th, 2011] [Originally Added On: March 27th, 2011]
- Coast To Coast AM - 15.11.2011 - 1/4 - Regenerative Medicine/Dulce Base - Video [Last Updated On: November 29th, 2011] [Originally Added On: November 29th, 2011]
- Coast To Coast AM - 15.11.2011 - 4/4 - Regenerative Medicine/Dulce Base - Video [Last Updated On: November 29th, 2011] [Originally Added On: November 29th, 2011]
- HIV Resistant Genes...Rhesus Negative, Excess PK [Last Updated On: November 30th, 2011] [Originally Added On: November 30th, 2011]
- Indian Government’s new dose of strong medicine to bring cheers to Foreign Pharma CEOs who cut their teeth by struggling to convince Indian pharma to change sales practices [Last Updated On: December 18th, 2011] [Originally Added On: December 18th, 2011]
- Indian Government’s new dose of strong medicine to bring cheers to Foreign Pharma CEOs who cut their teeth by struggling to convince Indian pharma to change sales practices [Last Updated On: December 18th, 2011] [Originally Added On: December 18th, 2011]
- Drug Reps Soften Their Sales Pitches, as pharma learns from Disney [Last Updated On: January 15th, 2012] [Originally Added On: January 15th, 2012]
- Drug Reps Soften Their Sales Pitches, as pharma learns from Disney [Last Updated On: January 15th, 2012] [Originally Added On: January 15th, 2012]
- Oracle Unveils Oracle® Health Sciences Omics Data Bank as Part of Oracle Health Sciences Translational Research Center [Last Updated On: January 29th, 2012] [Originally Added On: January 29th, 2012]
- Oracle Unveils Oracle® Health Sciences Omics Data Bank as Part of Oracle Health Sciences Translational Research Center [Last Updated On: January 29th, 2012] [Originally Added On: January 29th, 2012]
- One Way to Teach Your Boss About Social Media [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- “The Banks Can Do It, Why Can’t Hospitals?” [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- Internet on any Display Device, or internet on TV at low cost can it transform Healthcare or Clinical Research [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- Is Life Sciences the New Frontier for Analytics? [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- Internet on any Display Device, or internet on TV at low cost can it transform Healthcare or Clinical Research [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- Is Life Sciences the New Frontier for Analytics? [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- Regenerative Medicine: Current Concepts and Changing Trends - Video [Last Updated On: February 12th, 2012] [Originally Added On: February 12th, 2012]
- bluebird bio Appoints David Davidson, M.D., as Chief Medical Officer [Last Updated On: February 16th, 2012] [Originally Added On: February 16th, 2012]
- privacy controlled social networking to connect patients with caregivers [Last Updated On: February 19th, 2012] [Originally Added On: February 19th, 2012]
- SOCIAL CRM and its Impact on Pharmaceutical Industry [Last Updated On: February 19th, 2012] [Originally Added On: February 19th, 2012]
- SOCIAL CRM and its Impact on Pharmaceutical Industry [Last Updated On: February 19th, 2012] [Originally Added On: February 19th, 2012]
- privacy controlled social networking to connect patients with caregivers [Last Updated On: February 19th, 2012] [Originally Added On: February 19th, 2012]
- British Government launches Government Cloud Store with 257 Cloud Computing Suppliers [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- Patient Adherence Investments by Pharma Companies Current Scenario [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- Pharma looks to mobile strategies to effectively reach prescribers | mHIMSS [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- British Government launches Government Cloud Store with 257 Cloud Computing Suppliers [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- Pharma looks to mobile strategies to effectively reach prescribers | mHIMSS [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- Patient Adherence Investments by Pharma Companies Current Scenario [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- Predictive Analytics for Patient Adherence [Last Updated On: March 4th, 2012] [Originally Added On: March 4th, 2012]
- Predictive Analytics for Patient Adherence [Last Updated On: March 4th, 2012] [Originally Added On: March 4th, 2012]
- Genetic manipulation boosts growth of brain cells linked to learning, enhances effects of antidepressants [Last Updated On: March 10th, 2012] [Originally Added On: March 10th, 2012]
- Can “Clinical Data Integration on the Cloud” be a reality? [Last Updated On: March 11th, 2012] [Originally Added On: March 11th, 2012]
- Can “Clinical Data Integration on the Cloud” be a reality? [Last Updated On: March 11th, 2012] [Originally Added On: March 11th, 2012]