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.

Private Company Edition: Flagship’s Pioneering Medicines initiative and the firm’s portfolio companies will deliver cystic fibrosis drug candidates. Also, recent venture capital financings include cloud technology firm Saama’s $430m round and Shoreline’s $140m in new funding.

$1.4 billion in Q3 device financing was slightly lower than Q2's $1.8 billion with just one IPO versus Q2's seven. Acquisitions reached a high of $23 billion and diagnostics financing increased 30% over Q2 to $1 billion, while M&A activity at $1.2 billion showed a sharp decline from the previous quarter's $15.6 billion.