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a16z Podcast | Mindsets for Engineering Biology

a16z2019-01-02
85 views|5 years ago
💫 Short Summary

The video discusses the evolution of biomaterials, drug delivery systems, gene editing, genetic engineering, and technological advancements in the pharmaceutical industry. It emphasizes the importance of engineering and translational research in creating transformative healthcare solutions. The shift towards personalized medicine, cell therapies, and regenerative medicine is highlighted as potential game-changers in healthcare over the next 20 years, offering optimism for significant advancements in human health.

✨ Highlights
📊 Transcript
Importance of reevaluating biomaterial choices in medical advancements.
01:10
Clinicians used unconventional materials like ladies girdle in creating artificial hearts to address urgent medical issues.
Unforeseen consequences of using unconventional materials included clotting and strokes.
Historically, clinicians often used off-the-shelf materials without considering long-term implications.
There is a shift towards more intentional material selection in modern medical advancements.
Evolution of biomaterials in the 20th century.
03:18
Shift towards using controlled-release polymer systems for large molecules like peptides and proteins has revolutionized drug delivery.
Treatment of conditions such as advanced prostate cancer and endometriosis has been enabled.
Development of new molecules like interfering RNAs and si RNAs poses challenges but holds promise for addressing conditions like schizophrenia and narcotic addiction.
Gene editing approaches have been a focus of research for over 40 years, with advancements in localized drug delivery leading to safer and more effective dosages.
06:09
Drug-eluting stents are an example of localized drug delivery that allows for targeted treatment.
Personalized medicine for specific organs or individuals is becoming more achievable with these advancements.
The drug industry is evolving by combining small molecule drugs with delivery methods to enhance efficacy and safety.
These breakthroughs are empowering various medical advancements in the field.
Genetic engineering advancements have led to a shift towards protein drugs in the pharmaceutical industry.
08:26
DNA and RNA drugs are revolutionizing medicine by offering solutions for enzyme deficiencies and genetic diseases.
RNA therapies have advantages over DNA treatments as they do not need to enter the cell nucleus and offer faster production.
Gain-of-function in drug development is changing traditional approaches by enhancing or introducing new functions in medications.
Technological advances in machine learning and robotics have transformed research in the biopharma industry, improving speed and efficiency.
11:53
High throughput methods have significantly decreased the time and effort needed for drug development.
Case study of Abbott's drug Noorvir showcases how crystal form changes caused FDA approval issues and market withdrawal.
Researchers utilized high throughput approaches to rapidly identify and recreate crystal forms, resulting in major progress in just two weeks.
Despite obstacles, the impact of technology on drug development is evident and powerful.
Transition from Manual to Automated Processes in Biology.
13:38
The segment delves into the shift towards automation in fields such as protein crystallography and drug screening.
The speaker questions if biology can move from empirical methods to a more engineering-focused approach.
Synthetic biology is recognized for its advancements in predictive engineering.
Emphasis is placed on the significance of data analysis, prediction-making, and database utilization in enhancing biological research outcomes.
The rise of engineering-focused approaches in biology is leading to transformative advancements in fields such as materials and nanotechnology.
17:34
Bioengineering and biomedical engineering departments are being established, allowing engineers to make contributions to areas like pharmacology and neuroscience.
Startups in biopharm are integrating scientific discovery with engineering techniques to create innovative products and techniques.
This shift towards engineering in biology is enabling startups to innovate and build businesses in a new way, highlighting the vital role of engineering in driving progress.
Transitioning from basic research in academia to applied research in companies can be challenging.
18:58
The rise of bio incubators is aiding the shift towards translational research.
The handoff between academia and industry requires a cultural mindset shift.
Moving from discovery to engineering involves a shift from exploratory to goal-oriented work.
Basic research allows for exploration without a set timeline, while applied research demands a roadmap for success.
Importance of basic research in creating products and companies.
21:51
Evolution of regulations in response to the AIDS epidemic and Vioxx situation.
Emphasis on the balance between safety and efficiency in drug approval.
Debate on the principle of 'do no harm' versus 'doing the most good'.
Examination of decision-making complexities in the context of advancements in medical science.
Rethinking healthcare solutions and optimization for the population.
23:51
Emphasis on prevention over treatment and keeping individuals healthy.
Highlight on considering regulation early in the development of healthcare startups.
Examples of innovative approaches to drug development leading to expedited clinical trials.
Potential for significant changes in healthcare, medical treatment, and scientific practices in the next 20 years.
The future of personalized medicines and regenerative medicine in revolutionizing healthcare.
27:31
Transformative therapies beyond single molecules are needed for progress.
Emphasis on extending healthy lifespan rather than just longevity.
Potential to create any tissue or organ for patient treatment and drug testing.
Optimism about the current era's potential to significantly impact human health.