In this episode, Fiona Connolly, Platform Innovation and Automation Scientist at bit.bio, explains how deterministic programming replaces the traditional “pinball machine” model of stem cell differentiation with precise genetic instructions. By identifying the exact transcription factor combinations, the “cheat codes” that define specific cell fates, Fiona’s team engineers induced pluripotent stem cells (iPSCs) to reliably become neurons, oligodendrocyte-like cells, and other specialized types. She discusses how digital PCR enables accurate transgene copy number validation and multiplexed screening of hundreds of clones, while RNA-seq and qPCR confirm expression fingerprints. The result? Consistent, scalable, high-quality human cell models that accelerate disease research, particularly in areas like neurodegeneration and multiple sclerosis while reducing reliance on animal models.

In Career Corner, Fiona shares her journey from curious “why” kid to molecular biologist obsessed with CRISPR, robotics, and automation. Her advice: don’t over-optimize your career path. Stay pluripotent, explore interdisciplinary skills, embrace new tech, and let curiosity guide the way.

Visit the Absolute Gene-ius page to learn more about the guests, the hosts, and the science we explore. Discover the Applied Biosystems QuantStudio Digital and Real-Time PCR Systems powering real-world research across neuroscience, oncology, agriculture, and more.

Science doesn’t just advance through breakthroughs, it advances through mistakes. This Science Snapshot episode embraces a universal truth of research: if you haven’t messed something up in the lab, you probably haven’t been there very long. From chemical reactions gone wrong to experiments derailed by one small oversight, these stories are as relatable as they are unforgettable.

In this curated “best of” revisit, Absolute Gene-ius brings together candid lab-fail moments shared by past guests across multiple seasons. You’ll hear stories involving exothermic sodium hydroxide reactions, PCR screening disasters caused by a simple reagent mix-up, forgotten spike-ins during RNA-seq prep, accidental sequencing of human DNA instead of plant viruses, and even being locked inside a cold room on the first week in a new lab. Along the way, the episode highlights the science behind each mistake and the importance of lab safety while reinforcing an important message for scientists at every stage: failure is part of the process, and every mistake becomes a lesson worth remembering.

Visit the Absolute Gene-ius page to learn more about the guests, the hosts, and the science we explore. Discover the Applied Biosystems QuantStudio Digital and Real-Time PCR Systems powering real-world research across neuroscience, oncology, agriculture, and more.

Viruses are not always something to fear; they can also be tools to heal. This episode looks into this positive side of viral biology.

Dr. Dan Mitchell, Senior Director of Analytical Development and Quality Control at Matica Biotechnology, joins the show to unpack the science and strategy behind viral vector manufacturing in a CDMO environment. He explains what CDMOs do, how they support cell and gene therapy programs at every stage, and why AAV has become such a powerful delivery vehicle. Dan dives deep into analytical development, describing how technologies like qPCR and digital PCR are used to quantify viral genomes, assess empty-to-full ratios, detect residual host cell DNA, and identify rare recombination events. He also discusses how sequencing, infectivity assays, and orthogonal analytics come together to ensure safety, potency, and regulatory readiness.

In Lisa’s Career Corner, Dan traces his path from marine biology curiosity to high-containment virology labs, pressure suits included. He encourages young scientists to get into the lab early, embrace failure as learning, stay curious and find the patience it takes to succeed in science.

Visit the Absolute Gene-ius page to learn more about the guests, the hosts, and the science we explore. Discover the Applied Biosystems QuantStudio Digital and Real-Time PCR Systems powering real-world research across neuroscience, oncology, agriculture, and more.