Podcast | July 28, 2025
Smart Biotech Scientist Podcast: “Multi-Omics Begins with ‘Why'” [Part 2]
“To make this very practical to a pharma or biotech scientist who is on the fence about doing omics studies and seeking a multi-omics company to work with, my advice is actually quite simple. The way I always approach this is to forget about ‘what’ you’re going to do. Start with the ‘why’ you’re doing it.
What is the question that you are trying to answer? Are you looking to identify the best target? Are you trying to understand what may be the potential on-target, off-tissue adverse events related to particular therapeutic? Are you seeking to understand which patients are going to respond to a therapeutic or not? It really comes from an assessment of the fundamental biology to focus on, and once you have that information, you can begin to layer on the ideal data or modalities to use.
I really don’t believe in concept of ‘many nails, one hammer’ approach. Rather, this is about understanding the data you need, having a sense as to where that signal may lie, and applying the right technology appropriately to find it.
This is fundamentally what we do here at Sapient as a multi-omics company and service organization. Our job is to partner with individuals who have these clear questions, who are developing therapeutics, and to help align approaches by providing advice regarding potential omics solutions: whether it be a singular omics, or whether it be multi-omics. We help them design the ideal experiment that is set up to answer their specific question.
We go about this by executing on that study, generating the data, QCing that data, performing the statistical analysis of that data, and fundamentally answering the question for them… and most importantly, helping them apply the information gained to advance forward their drug development pipeline.”
In Part 2 of his interview with the Smart Biotech Scientist podcast, Sapient’s Founder and CSO, Dr. Mo Jain, shares how multi-omics is changing the game from drug development based on a limited number of biomarkers to expose new breakthroughs, rapidly. By probing more layers of biology, we can answer more of the fundamental questions that drive successful drugs to market.
During the episode, Dr. Jain and host Dr. David Brühlmann detail how multi-omics is shifting the industry into new realms of discovery through:
- Multi-omics at scale: Dr. Jain shares how Sapient has turbocharged mass spectrometry, enabling simultaneous measurement of thousands of dynamic biomarkers – proteins, metabolites and lipids – per sample, transforming routine diagnostics and making previously unattainable insights accessible to scientists everywhere.
- Turning data into action: The conversation touches on the need for advanced biocomputational frameworks and teams to extract actionable answers from generated multi-omics data, guiding drug developers to faster, smarter decisions that de-risk their programs.
- Accelerating the future of personalized medicine: From dramatically earlier disease detection to truly personalized therapies, Dr. Jain paints the coming era where AI, multi-omics, and new therapeutic modalities rapidly accelerate both discovery and delivery, reshaping how pharma and biotechs tackle even the toughest diseases.
Listen above or search “Smart Biotech Scientist” on your favorite podcast platform!