Breakthrough drugs aren't always driven by novel biological targets. Major successes like Humira or GLP-1s often succeeded through a superior modality (a humanized antibody) or a contrarian bet on a market (obesity). This shows that business and technical execution can be more critical than being the first to discover a biological mechanism.

Colonia Therapeutics' CEO argues that lentiviral delivery is ideal for oncology's required long-term persistence, while LNP delivery is better suited for autoimmune indications needing transient, multi-dose responses. This frames them as complementary technologies for different therapeutic "swim lanes" rather than as direct rivals in a zero-sum game.

The drug exhibits a multimodal mechanism. It not only reverses chemoresistance and halts tumor growth but also 'turns cold tumors hot' by forcing cancer cells to display markers that make them visible to the immune system. This dual action of direct attack and immune activation creates a powerful synergistic effect.

Create's strategy is not limited to a single cell type. They view success in solid tumors as requiring the programming of all immune cells. Their platform can specifically engineer myeloid cells, T-cells, and NK cells in vivo, orchestrating a coordinated, multi-pronged attack on cancer.

Early-stage biotech companies struggle to navigate clinical development for autoimmune diseases. Disease-specific foundations hold crucial insights on patient subsets, recruitment, and key opinion leaders, yet the interface between VCs and these foundations is often inefficient and difficult to navigate, leading to missed opportunities and flawed trial execution.

By first targeting T-cell lymphoma, Corvus gathers crucial safety and biologic effect data in humans. This knowledge about the drug's impact on T-cells directly informs and de-risks subsequent trials in autoimmune diseases like atopic dermatitis, creating a capital-efficient development path.

Despite exciting early efficacy data for in vivo CAR-T therapies, the modality's future hinges on the critical unanswered question of durability. How long the therapeutic effects last, for which there is little data, will ultimately determine its clinical viability and applications in cancer versus autoimmune diseases.

While its internal pipeline targets oncology, LabGenius partners with companies like Sanofi to apply its ML-driven discovery platform to other therapeutic areas, such as inflammation. This strategy validates the platform's broad applicability while securing non-dilutive funding to advance its own assets towards the clinic.

Despite significant progress in managing symptoms for autoimmune conditions, very few treatments fundamentally alter the disease's course. The major unmet needs and investment opportunities lie in therapies that can induce remission or target common underlying pathologies like fibrosis, moving beyond mere symptom relief.