The confluence of data science and molecular biology fuels expectations among biopharma industry leaders for another year of breakthrough innovation in human therapeutics. More than 70 executives and experts reveal what they are most excited about on the technology front.

With valuations down and borrowing costs up, many industry insiders are expecting Darwinian scenes in biotech this year. Survival of the fittest is the order of the day: companies with riskier, less commercially defined propositions will struggle, while platform companies with multiple shots on strong goals will increasingly find favor in a more risk-averse environment.

US industry association promotes an exchanges with Japan on bioclusters, while continuing to push for holistic debate on reforms to the country’s national healthcare system and changes to reimbursement pricing it sees as supporting innovation.

Private Company Edition: Sironax completed a $200m series B round while IDRx launched with $122m and OriCell raised $120m in series C funds, joining end-of-July $100m-plus fundraiser Carmot Therapeutics, which closed a $160m series D financing.