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Improving PET Image Quality and Quantification by Using Motion Correction, Parametric Imaging and MAP Reconstruction

Improving PET Image Quality and Quantification by Using Motion Correction, Parametric Imaging and MAP Reconstruction

Status
Completed
Phases
Phase 4
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04417998
Enrollment
80
Registered
2020-06-05
Start date
2020-06-03
Completion date
2023-12-20
Last updated
2025-01-22

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Brain Imaging, Whole Body Imaging

Keywords

Brain Imaging, Whole Body Imaging

Brief summary

The purpose of this study is to assess the effectiveness of new software available on a new PET/CT scanner in the Molecular Imaging Research PET/CT Facility. Further, the study aims to evaluate the data acquisition and image processing workflow.

Detailed description

The study will be separated into three cohorts: Motion Correction, Parametric Imaging, and MAP Reconstruction. The motion correction (Aim 1) cohort will involve a group of 30 subjects who are already enrolled in Mayo Clinic Rochester research study 08-005553 (PI: Dr Val Lowe) and are scheduled to be scanned on the Siemens Biograph Vision 600 PET/CT system in the PET/CT Molecular Imaging Research Center in Charlton 6 of Mayo Clinic Rochester. The data gathered from this cohort will assess the effectiveness of motion correction software for patients undergoing PET brain scans. The parametric imaging (Aim 2) cohort will include 30 subjects that have recently undergone a brain or whole body oncologic PET/CT scans on the V600-R1. The purpose of this cohort is to assess the data acquisition and image processing workflow for parametric analysis of brain and whole body scans. The MAP Reconstruction Cohort (Aim 3) is a retrospective study to assess the quality of PET images reconstructed with maximum a posteriori (MAP) reconstruction algorithm.

Interventions

DRUG18F-FDG

A cohort of participants in Aim 2 will undergo a 18F-FDG PET/CT scan. This scan is done with a radiotracer called 18F-fluorodeoxyglucose (FDG). FDG looks at cellular activity.

DRUG18F-AV1451

A cohort of participants in Aim 2 will undergo a 18F-AV1451 PET/CT scan. This scan is done with a radiotracer called 18F-AV1451 (TAU) that will find small areas of tau (abnormal protein) in the brain.

DEVICESiemens E7 Reconstruction Tool

Software to correct for motion

Sponsors

Mayo Clinic
Lead SponsorOTHER

Study design

Allocation
NON_RANDOMIZED
Intervention model
PARALLEL
Primary purpose
DIAGNOSTIC
Masking
NONE

Intervention model description

Participants are assigned to two groups in parallel for the duration of the study. Aim 1 involves the prospective data collection of subjects who are already enrolled in Mayo Clinic Rochester research study 08-005553 (PI: Dr Val Lowe) and are scheduled to be scanned on the Siemens Biograph Vision 600 PET/CT system (hereafter referred to as the V600-R1) in the PET/CT Molecular Imaging Research Center on Charlton 6 of Mayo Clinic Rochester. Aim 2 involves the prospective data collection of subjects undergoing brain or whole body oncologic PET/CT scans on the V600-R1.

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

* 18 years of age or older * Subjects who are able and willing to sign the informed consent * Subjects who are able to follow verbal commands * A negative urine pregnancy test within 48 hours prior to PET imaging procedures in females of childbearing potential * Subjects who are scheduled for a PET/CT study under Mayo Clinic Rochester IRB research protocol 08-005553 (Aim 1 cohort only) * A positive 18F-FDG oncology PET/CT exam in the last six months (Aim 2 cohort only)

Exclusion criteria

* Patients who are unable to lay still for an additional 15 minutes (for Aim 1 cohort) * Patients who are unable to lay still for 90 min for 18F-FDG scans or 100 min for 18F-AV1451 scans (for Aim 2 cohort) * Patients who cannot follow the prep instructions

Design outcomes

Primary

MeasureTime frameDescription
Motion Correction2 yearsConfirm that motion-corrected reconstructed images acquired when the subject was moving provides similar image quality to the baseline reference reconstructed images acquired when the subject was instructed to remain still. For each subject compute the cumulative absolute relative difference (ARD) histogram in standard uptake values in grey matter voxels in images with and without motion correction versus a reference image for which the subject was stationary, then calculate the percentage of voxels with an ARD greater than 10%. Calculate mean and standard deviation across all subjects. For this measurement 0% is ideal.
Parametric Imaging2 yearsMetabolic rate of 18F-FDG measured from dynamic PET images. Uptake rate constant Ki in the grey matter of the brain.
Map Reconstruction2 yearsConfirm that maximum a posteriori reconstructed PET images are diagnostically acceptable. Calculate the Signal-to-Noise ratio (SNR) of the liver and of lesions in images reconstructed with clinical reconstruction (OPTOF) and with MAP (maximum a posteriori) reconstruction. Compute the median and range of SNR for liver and lesions for OPTOF and MAP reconstructions.

Countries

United States

Participant flow

Participants by arm

ArmCount
Motion Correction
Motion Correction involved the prospective data collection of subjects who were already enrolled in Mayo Clinic Rochester research study 08-005553 (PI: Dr Val Lowe) and were scheduled to be scanned on the Siemens Biograph Vision 600 PET/CT system (hereafter referred to as the V600-R1) in the PET/CT Molecular Imaging Research Center on Charlton 6 of Mayo Clinic Rochester. The purpose of this arm was to evaluate the effectiveness of motion correction software. Siemens E7 Reconstruction Tool: Software to correct for motion
30
Parametric Imaging
Parametric Imaging involved the prospective data collection of subjects who underwent brain or whole-body oncologic PET/CT scans on the V600-R1. The purpose of this arm was to evaluate the data acquisition and image processing workflow. 18F-FDG: participants underwent a 18F-FDG PET/CT scan. This scan was done with a radiotracer called 18F-fluorodeoxyglucose (FDG). FDG looks at cellular activity. 18F-AV1451: participants underwent a 18F-AV1451 PET/CT scan. This scan was done with a radiotracer called 18F-AV1451 (TAU) that finds small areas of tau (abnormal protein) in the brain.
20
MAP Reconstruction
MAP reconstruction involved the retrospective data collection of clinically indicated patient scans with the new MAP reconstruction algorithm and compared it to our standard reconstruction algorithm.
30
Total80

Baseline characteristics

CharacteristicMotion CorrectionParametric ImagingMAP ReconstructionTotal
Age, Categorical
<=18 years
0 Participants0 Participants0 Participants0 Participants
Age, Categorical
>=65 years
16 Participants7 Participants17 Participants40 Participants
Age, Categorical
Between 18 and 65 years
14 Participants13 Participants13 Participants40 Participants
Ethnicity (NIH/OMB)
Hispanic or Latino
0 Participants0 Participants1 Participants1 Participants
Ethnicity (NIH/OMB)
Not Hispanic or Latino
30 Participants20 Participants28 Participants78 Participants
Ethnicity (NIH/OMB)
Unknown or Not Reported
0 Participants0 Participants1 Participants1 Participants
Race (NIH/OMB)
American Indian or Alaska Native
0 Participants0 Participants0 Participants0 Participants
Race (NIH/OMB)
Asian
1 Participants0 Participants0 Participants1 Participants
Race (NIH/OMB)
Black or African American
0 Participants0 Participants0 Participants0 Participants
Race (NIH/OMB)
More than one race
0 Participants0 Participants0 Participants0 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants0 Participants0 Participants0 Participants
Race (NIH/OMB)
Unknown or Not Reported
0 Participants0 Participants0 Participants0 Participants
Race (NIH/OMB)
White
29 Participants20 Participants30 Participants79 Participants
Region of Enrollment
United States
30 participants20 participants30 participants80 participants
Sex: Female, Male
Female
13 Participants10 Participants14 Participants37 Participants
Sex: Female, Male
Male
17 Participants10 Participants16 Participants43 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
EG002
affected / at risk
deaths
Total, all-cause mortality
0 / 300 / 200 / 30
other
Total, other adverse events
0 / 300 / 200 / 30
serious
Total, serious adverse events
0 / 300 / 200 / 30

Outcome results

Primary

Map Reconstruction

Confirm that maximum a posteriori reconstructed PET images are diagnostically acceptable. Calculate the Signal-to-Noise ratio (SNR) of the liver and of lesions in images reconstructed with clinical reconstruction (OPTOF) and with MAP (maximum a posteriori) reconstruction. Compute the median and range of SNR for liver and lesions for OPTOF and MAP reconstructions.

Time frame: 2 years

Population: This outcome measure was collected and analyzed for the MAP reconstruction arm only.

ArmMeasureGroupValue (MEDIAN)
Motion CorrectionMap ReconstructionSNR in liver for OPTOF17 ratio
Motion CorrectionMap ReconstructionSNR in liver for MAP16 ratio
Motion CorrectionMap ReconstructionSNR in lesions for OPTOF37 ratio
Motion CorrectionMap ReconstructionSNR in lesions for MAP48 ratio
Primary

Motion Correction

Confirm that motion-corrected reconstructed images acquired when the subject was moving provides similar image quality to the baseline reference reconstructed images acquired when the subject was instructed to remain still. For each subject compute the cumulative absolute relative difference (ARD) histogram in standard uptake values in grey matter voxels in images with and without motion correction versus a reference image for which the subject was stationary, then calculate the percentage of voxels with an ARD greater than 10%. Calculate mean and standard deviation across all subjects. For this measurement 0% is ideal.

Time frame: 2 years

Population: This outcome measure was collected and analyzed for the Motion Correction arm only.

ArmMeasureGroupValue (MEAN)Dispersion
Motion CorrectionMotion Correctionwithout motion correction57.4 percentage of voxelsStandard Deviation 8.5
Motion CorrectionMotion Correctionwith motion correction13.9 percentage of voxelsStandard Deviation 7.4
Primary

Parametric Imaging

Metabolic rate of 18F-FDG measured from dynamic PET images. Uptake rate constant Ki in the grey matter of the brain.

Time frame: 2 years

Population: This outcome measure was collected and analyzed for the Parametric Imaging arm only.

ArmMeasureValue (MEAN)Dispersion
Motion CorrectionParametric Imaging0.0311 ml/min/mlStandard Deviation 0.0025

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026