Related Experiment Video
Updated: Aug 9, 2025

Imaging CD19+ B Cells in an Experimental Autoimmune Encephalomyelitis Mouse Model using Positron Emission Tomography
Published on: January 20, 2023
Bayesian penalized likelihood PET reconstruction impact on quantitative metrics in diffuse large B-cell lymphoma
Jason R Young1, Vamshi K Mugu1, Geoffrey B Johnson1,2
1Department of Radiology, Mayo Clinic, Rochester MN.
Bayesian penalized likelihood (BPL) positron emission tomography (PET) reconstruction yields higher SUV values and alters Deauville scores in diffuse large B-cell lymphoma compared to standard OSEM. Reader agreement varied between methods, highlighting the need for PET data harmonization.
Area of Science:
- Nuclear Medicine
- Radiology
- Oncology
Background:
- Standard ordered subset expectation maximization (OSEM) and Bayesian penalized likelihood (BPL) are PET reconstruction methods.
- Diffuse large B-cell lymphoma (DLBCL) management relies on F-18 fluorodeoxyglucose PET/CT imaging.
- Reconstruction methods can impact quantitative and subjective image interpretation.
Purpose of the Study:
- To compare quantitative, subjective (Deauville score), and reader agreement differences between OSEM and BPL PET reconstruction in DLBCL.
- To assess the impact of reconstruction method on lesion detection and interpretation.
Main Methods:
- Retrospective review of 104 F-18 FDG PET/CT exams from 52 DLBCL patients.
- Comparison of OSEM and BPL reconstructions by an unblinded radiologist moderator and four blinded radiologists.
- Evaluation of quantitative metrics (SUVmax, SUVmean) and subjective Deauville scores (DS).
Main Results:
- BPL reconstruction showed significantly higher SUVmax and SUVmean compared to OSEM (P < .001).
- Deauville scores were altered in 25% of cases when comparing BPL and OSEM by the same reader.
- Interobserver agreement for DS was higher with OSEM (lesions >1cm: 0.89; ≤1cm: 0.84) than BPL (lesions >1cm: 0.85; ≤1cm: 0.81).
- Intraobserver agreement between OSEM and BPL was moderate (lesions >1cm: 0.67; ≤1cm: 0.4).
- Volumetric PET measurements (e.g., metabolic tumor volume) were similar between BPL and OSEM.
Conclusions:
- BPL PET/CT reconstruction in DLBCL results in higher SUV values, altered Deauville scores, and different reader agreement compared to OSEM.
- Harmonization of PET data, potentially through accreditation, is crucial to balance sensitivity and consistency in lesion detection.
- Standardization efforts are needed to ensure reliable interpretation of PET imaging across different reconstruction techniques.
More Related Videos
07:57Positron Emission Tomography-based Dose Painting Radiation Therapy in a Glioblastoma Rat Model using the Small Animal Radiation Research Platform
Published on: March 24, 2022
10:04Analysis of 18FDG PET/CT Imaging as a Tool for Studying Mycobacterium tuberculosis Infection and Treatment in Non-human Primates
Published on: September 5, 2017