Summary & Insights
The field of synthetic biology began as an “island of misfit toys,” where engineers and physicists, initially sidelined from the genomics revolution, were brought in to make sense of biology’s overwhelming complexity. Pioneers like MIT’s Jim Collins describe a pivotal shift from merely cataloging genes to actively designing with them, inspired by electrical engineering concepts. This led to foundational breakthroughs like the genetic toggle switch—a bistable, memory-capable circuit built within living E. coli—despite widespread skepticism from molecular biologists who deemed it impossible. This early triumph set the stage for a new discipline defined by purpose and design, rather than just observation.
This engineering mindset introduced a fundamental culture clash with traditional biology. Scientists seek deep, mechanistic understanding through careful, serial experimentation, driven by curiosity. Engineers, however, prioritize function and speed, employing parallel prototyping to rapidly iterate toward a working system, even with an incomplete understanding of the underlying biology. This tension persists but also creates a powerful synergy: engineering builds practical applications, while scientific discovery provides new parts and principles. The field has since moved from proving basic concepts to tackling real-world problems, engineering bacteria to act as living therapeutics for metabolic disorders, inflammatory diseases, and even cancer.
The journey from lab to market has been fraught with lessons, particularly from the boom-and-bust cycle around bioenergy, where overhyped promises crashed against scaling and economic realities. This experience grounded the field, redirecting focus toward biomedicine and other high-value applications. Today, company-building in synthetic biology revolves around a critical strategic choice: whether to be a platform company (like Ginkgo Bioworks) that enables many products through partnerships, or a product company (like SynLogic) that drives specific therapeutics to market. This decision shapes everything from funding to go-to-market strategy and requires disciplined focus amidst a vast landscape of possibilities.
Looking forward, the field is being democratized and reshaped through education. Initiatives like BioBits—freeze-dried, cell-free synthetic biology kits for middle school students—aim to inspire the next generation to see biology as a designable technology. Collins envisions synthetic biology playing a crucial role in addressing century-defining challenges, from climate change (e.g., engineering carbon-capturing algae or heat-tolerant coral microbiomes) to sustainable manufacturing. The convergence of synthetic biology with tools like CRISPR and machine learning suggests a future where biological design is both more predictable and more powerful, potentially reshaping our relationship with the natural world.
Surprising Insights
- Engineers sometimes see directed evolution as “cheating.” Despite its power and a Nobel Prize, engineers steeped in rational design can be reluctant to use evolutionary optimization techniques, viewing it as an admission that their designed system wasn’t perfect from the outset.
- Simple model organisms are far from fully understood. Even in the well-studied workhorse E. coli, 30-40% of genes remain functionally unannotated, highlighting that biology’s complexity offers vast unknowns even in “simple” systems.
- The first major synthetic biology circuits were created simultaneously and independently by two teams using the same parts. Collins’ team at MIT and another at Princeton created the toggle switch and repressilator, respectively, both using the same three repressor proteins in E. coli, demonstrating the convergent, engineering-inspired thinking taking root.
- Early hype nearly derailed the field. A major left-turn into bioenergy in the mid-2000s, fueled by hype and investment, led to a crash when scaling realities hit, teaching a sobering lesson about market readiness and economic viability.
- Biologists and engineers can conduct experiments in philosophically opposite ways. Biologists often pursue deep, serial investigation of single designs, while engineers run dozens of parallel prototypes quickly—a methodological divide that persists in labs today.
Practical Takeaways
- Embrace parallel prototyping for speed. When engineering biological systems, test many design variants simultaneously rather than perfecting one design serially. This iterative, breadth-first approach can dramatically accelerate the path to a functional prototype.
- Make an early, clear strategic choice between platform and product. Founders in this space must decide if their company will be a technology platform serving many partners or a focused product developer. This choice dictates funding strategy, hiring, and operations.
- Ground big visions in near-term economic reality. Be wary of applications where the cost of production vastly exceeds the value of the product (e.g., cheap commodities like fuel). Initial commercial efforts are more sustainable when targeting high-value outputs like therapeutics or specialty chemicals.
- Introduce design-thinking to biology early. Educational tools like cell-free BioBits kits can foster an engineering mindset in young students, preparing a future workforce to approach biological challenges with design and intent.
- Seek synergy between design and evolution. Combine rational, engineering-driven design with directed evolution techniques to optimize systems, using each method to compensate for the other’s limitations and explore biological “design space” more effectively.
Over the last 20 years, the idea of “designing biology” has gone from science fiction to just science, as the field of synthetic biology has exploded, with applications from therapeutics to manufacturing and more.
In this episode from January 2019, one of the pioneers in the field, professor James J. Collins of MIT, joins a16z general partner on the Bio + Health fund, Vijay Pande, and editorial partner Hanne Winarsky, to discuss the origins of synthetic biology or “synbio”, to what “engineering and designing” biology really looks like in action and the disciplinary differences between how biologists and engineers see the world.

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