Published 2014
| Version v1
Publication
A novel description of FDG excretion in the renal system: application to metformin-treated models.
Description
This paper introduces a novel compartmental model describing the excretion of
18F-fluoro-deoxyglucose (FDG) in the renal system and a numerical method
based on the maximum likelihood for its reduction. This approach accounts for
variations in FDG concentration due to water re-absorption in renal tubules and
the increase of the bladder's volume during the FDG excretion process. From
the computational viewpoint, the reconstruction of the tracer kinetic parameters
is obtained by solving the maximum likelihood problem iteratively, using a nonstationary,
steepest descent approach that explicitly accounts for the Poisson
nature of nuclear medicine data. The reliability of the method is validated
against two sets of synthetic data realized according to realistic conditions.
Finally we applied this model to describe FDG excretion in the case of animal
models treated with metformin. In particular we show that our approach allows
the quantitative estimation of the reduction of FDGde-phosphorylation induced
by metformin.
Additional details
Identifiers
- URL
- http://hdl.handle.net/11567/710567
- URN
- urn:oai:iris.unige.it:11567/710567
Origin repository
- Origin repository
- UNIGE