Quercus insights
Quantitative thinking for complex disease and therapy decisions
Quantitative thinking for complex disease and therapy decisions
Quercus Insights is an independent quantitative biology consultancy. We work with teams developing therapies in complex disease settings who need structured, mechanistic thinking but do not yet have a dedicated modeling group. The emphasis is on clarifying questions, designing informative studies, and using models and methods where they are useful for decision-making.
Quercus Insights supports drug discovery and development programs at the interface of biology, mathematics, and strategy. Typical engagements includes:
experiment design and data strategy
framing and analyzing questions around combinations, sequencing, and resistance
development of fit-for-purpose mechanistic models and virtual populations
simplifying and documentation of existing models
creation of tailored methods when standard approaches do not align with the problem
Projects are scoped around specific questions, data, and constraints, rather than around a fixed modeling template.
For more detail, see the Services page.
Most engagements are with early-stage and growing organizations, including:
start-ups that have promising mechanisms and limited experiment slots, but no internal modeling group
small quantitative teams within larger organizations needing support on specific problems
academic–industry collaborations where quantitative methods can help connect hypotheses, experiments, and potential therapeutic strategies
For more on how we support early-stage teams, see For Startups.
Across projects, the approach is consistent
Start from decisions and constraints
Design studies with an eye for what they can and cannot tell us
Use mechanistic models as tools, not products
Make assumptions and methods explicit so they can be scrutinized and re-used
For more detail, see the Approach page.
“Quercus” is the Latin name for the oak, and is also a literary reference to a fictional novel about an oak standing over a valley, observing events large and small over long periods of time, while an observer in its branches uses an apparatus to collect impressions.
For Quercus Insights, the oak suggests attention to both fine detail and overall pattern, integration of information from multiple vantage points, and use of quantitative thinking to organize complex systems.
For more detail, see the About page.
Initial discussions are brief and exploratory. They focus on understanding:
the current stage of the program
the main decisions and constraints over the next 6–18 months
whether there is a well-posed role for quantitative support at this time
If it appears that Quercus Insights can add value, a small, clearly defined first engagement, such as an experiment design review, a focused “puzzle” consultation, or a compact modeling exercise, can be scoped.
A short description of your program and a way to reach you are usually sufficient to begin that conversation. If this is of interest, please contact us at info@quercusinsights.com
To discuss whether Quercus Insights is a good fit for your current questions, please get in touch.