Webinar: Do you need a life scientist for QSP modeling?
Do you need a life scientist for QSP modeling?
Katherine Kudrycki, PhD, Principal Scientist at Rosa & Co. LLC
On October 14, 2020 at 12:00-1:00 PM EST
Register for free at https://www.rosaandco.com/webinars
Abstract:
While QSP models are defined as comprehensive models of biological mechanisms,
the inclusion and role of life scientists and disease area experts in model
development are often omitted or overlooked. This webinar addresses how
including dedicated life scientists on the QSP modeling team can improve model
quality and enhance research results.
QSP modeling begins with scoping of the biological system and progresses to
include equations and parameters consistent with physical and biochemical
principles. Each decision in the development and qualification of QSP models
requires scientific judgment. Life scientists with expertise and experience in
the appropriate therapeutic area or biological field can provide essential
input for the design of the model. Life scientists apply expert judgment to
make scope decisions, assess data, inform assumptions where knowledge gaps
exist and provide a biologically relevant interpretation of model simulation
results. Without dedicated expert life scientist input, a team may run the risk
of building models that "work" but are not fit for purpose or are not
biologically sound. For example, a model may show good agreement with data on
previously measured outcomes but have unrealistic parameter values or
qualitative behaviors that are clear to a biologist.
Life scientists' interpretation of simulation results can improve the
likelihood of meaningful and actionable conclusions. The life scientists can
also help the team to communicate these results in a way relevant to the
project's stakeholders. Having dedicated life scientists on the team leads to
more efficient model building, qualification, and interpretation of the
results, and can help ensure impact.