Precision Signals
Precision Signals
Podcast Description
Precision Signals is a podcast from the CEO Roundtable on Cancer about decoding biomedical progress: what’s real, what matters, and what’s next. We talk with scientists, regulators, investors, and builders operating across the messy interface of research, healthcare, and policy. Some are moving the system from within; others are reshaping it from the outside. All of them bring signal in a world crowded with noise.
Podcast Insights
Content Themes
The podcast covers critical topics related to biomedical research, healthcare systems, and regulatory frameworks. Episodes like 'The Mission is the Boss' focus on the challenges in clinical trials, discussing the journey of innovators like Dr. Michelle Longmire, while another episode, 'AI in Oncology: Hype, Evidence, and the Threshold of Clinical Trust', dives into the critical necessity of randomized trials for AI adoption in cancer care, illustrating the intricate balance between innovation and practical application.

Precision Signals is a podcast from the CEO Roundtable on Cancer about decoding biomedical progress: what’s real, what matters, and what’s next. We talk with scientists, regulators, investors, and builders operating across the messy interface of research, healthcare, and policy. Some are moving the system from within; others are reshaping it from the outside. All of them bring signal in a world crowded with noise.
In this episode of Precision Signals, Sean Khozin sits down with Dr. David Fajgenbaum — physician, scientist, patient, and founder of Every Cure — to explore one of the most extraordinary stories in modern medicine.
As a third-year medical student, David developed idiopathic multicentric Castleman disease, a rare inflammatory disorder that led to multi-organ failure. He was read his last rites five times. Facing a condition with no clear therapeutic roadmap, he began banking his own blood, performing proteomic analyses, and identified an mTOR pathway signal that led to a life-saving repurposed transplant drug.
He has now been in remission for over a decade. But survival was only the beginning.
David went on to found the Castleman Disease Collaborative Network and later co-founded Every Cure, a nonprofit using AI and computational pharmacophenomics to systematically evaluate every approved drug against every known disease. This episode is about moving from serendipity to strategy in medicine — and what it will take to build systems that leave no patient behind.

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