Related Experiment Video
Updated: May 27, 2026

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
Model-independent plot of dynamic PET data facilitates data interpretation and model selection.
1Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Aarhus, Denmark. olmunk@pet.auh.dk
A new volume-influx plot (vi-plot) aids positron emission tomography (PET) data analysis by visualizing blood-tissue exchange and metabolism. This model-independent tool enhances tracer kinetic analysis and model selection for PET studies.
Area of Science:
- Nuclear Medicine
- Pharmacokinetics
- Biomedical Imaging
Background:
- Dynamic positron emission tomography (PET) studies require examination of blood-tissue exchange and metabolism for new radiotracers.
- Conventional time-activity curves in PET lack inherent kinetic information, hindering detailed analysis.
- Existing graphical analyses have prerequisites like a quasi-steady state, which are not always apparent.
Purpose of the Study:
- To introduce and validate a novel, model-independent volume-influx plot (vi-plot) for dynamic PET data analysis.
- To demonstrate the vi-plot's ability to visualize physiological information crucial for model selection and kinetic assessment.
- To provide a tool that facilitates the identification of a quasi-steady state for advanced graphical analyses.
Main Methods:
- Development and validation of the volume-influx plot (vi-plot).
- The vi-plot displays the time course of instantaneous distribution volume and influx rate.
- Comparison of vi-plot derived kinetic parameters with non-linear kinetic modeling estimates.
Main Results:
- The vi-plot effectively visualizes physiological information, aiding in model selection for PET data.
- It clearly indicates when a quasi-steady state is achieved, a prerequisite for Logan and Gjedde-Patlak analyses.
- Kinetic parameters estimated using the vi-plot closely align with those from non-linear kinetic modeling.
- The vi-plot is applicable to PET data using either plasma or reference region input functions.
Conclusions:
- The vi-plot is a valuable, model-independent tool for exploring dynamic PET data.
- It enhances the understanding of tracer kinetics, blood-tissue exchange, and metabolism.
- The vi-plot facilitates the selection of appropriate kinetic modeling strategies for PET studies.
Related Concept Videos
Residual Plots
When the residual values are plotted against the variable x, it is called a residual...
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
Analysis Methods of Pharmacokinetic Data: Model and Model-Independent Approaches
The model approach uses mathematical models to describe changes in drug concentration over time. Pharmacokinetic models help characterize drug behavior in patients, predict drug concentration in the body fluids, calculate optimum dosage regimens, and evaluate the risk of toxicity. However, ensuring that the model fits the experimental data accurately...
Scatter Plot
Mechanistic Models: Compartment Models in Individual and Population Analysis
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This relationship...

