Virginie Frings
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Virginie Frings has a total of 13 co-authors. Here are the top co-authors by number of shared publications:
- Ronald Boellaard
Amsterdam UMC, Amsterdam, The Netherlands
2 shared publications Astrid A. M. van der Veldt
Department of Radiology and Nuclear Medicine, VU University Medical Center, Amsterdam, The Netherlands
1 shared publicationEgbert F. Smit
Department of Pulmonary Diseases, VU University Medical Center, Amsterdam, The Netherlands
1 shared publication- Elisa Giovannetti
Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center (VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
1 shared publication - Eric Ofori Aboagye
Department of Surgery and Cancer, Imperial College London, London, UK
1 shared publication - Erik Thunnissen
Department of Pathology, Amsterdam University Medical Center, VU University Amsterdam, Amsterdam, the Netherlands
1 shared publication
Latest Publications
- Open Access
- 23 April 2015
- Published by Springer Nature in EJNMMI Research
- Vol. 5 (1) , 1-10
Metabolically active tumour volume segmentation from dynamic [18F]FLT PET studies in non-small cell lung cancer
Positron emission tomography (PET) with 18F-3′-deoxy-3′-fluorothymidine ([18F]FLT) can be used to assess tumour proliferation. A kinetic-filtering (KF) classification algorithm has been suggested for segmentation of tumours in dynamic [18F]FLT PET data. The aim of the present study was to evaluate KF segmentation and its test-retest performance in [18F]FLT PET in non-small cell lung cancer (NSCLC) patients. Nine NSCLC patients underwent two 60-min dynamic [18F]FLT PET scans within 7 days prior to treatment. Dynamic scans were reconstructed with filtered back projection (FBP) as well as with ordered subsets expectation maximisation (OSEM). Twenty-eight lesions were identified by an experienced physician. Segmentation was performed using KF applied to the dynamic data set and a source-to-background corrected 50% threshold (A50%) was applied to the sum image of the last three frames (45- to 60-min p.i.). Furthermore, several adaptations of KF were tested. Both for KF and A50% test-retest (TRT) variability of metabolically active tumour volume and standard uptake value (SUV) were evaluated. KF performed better on OSEM- than on FBP-reconstructed PET images. The original KF implementation segmented 15 out of 28 lesions, whereas A50% segmented each lesion. Adapted KF versions, however, were able to segment 26 out of 28 lesions. In the best performing adapted versions, metabolically active tumour volume and SUV TRT variability was similar to those of A50%. KF misclassified certain tumour areas as vertebrae or liver tissue, which was shown to be related to heterogeneous [18F]FLT uptake areas within the tumour. For [18F]FLT PET studies in NSCLC patients, KF and A50% show comparable tumour volume segmentation performance. The KF method needs, however, a site-specific optimisation. The A50% is therefore a good alternative for tumour segmentation in NSCLC [18F]FLT PET studies in multicentre studies. Yet, it was observed that KF has the potential to subsegment lesions in high and low proliferative areas.
- 23 April 2015
- Published by Springer Nature in EJNMMI Research
- Vol. 5 (1) , 1-10
Open AccessMetabolically active tumour volume segmentation from dynamic [18F]FLT PET studies in non-small cell lung cancer
Positron emission tomography (PET) with 18F-3′-deoxy-3′-fluorothymidine ([18F]FLT) can be used to assess tumour proliferation. A kinetic-filtering (KF) classification algorithm has been suggested for segmentation of tumours in dynamic [18F]FLT PET data. The aim of the present study was to evaluate KF segmentation and its test-retest performance in [18F]FLT PET in non-small cell lung cancer (NSCLC) patients. Nine NSCLC patients underwent two 60-min dynamic [18F]FLT PET scans within 7 days prior to treatment. Dynamic scans were reconstructed with filtered back projection (FBP) as well as with ordered subsets expectation maximisation (OSEM). Twenty-eight lesions were identified by an experienced physician. Segmentation was performed using KF applied to the dynamic data set and a source-to-background corrected 50% threshold (A50%) was applied to the sum image of the last three frames (45- to 60-min p.i.). Furthermore, several adaptations of KF were tested. Both for KF and A50% test-retest (TRT) variability of metabolically active tumour volume and standard uptake value (SUV) were evaluated. KF performed better on OSEM- than on FBP-reconstructed PET images. The original KF implementation segmented 15 out of 28 lesions, whereas A50% segmented each lesion. Adapted KF versions, however, were able to segment 26 out of 28 lesions. In the best performing adapted versions, metabolically active tumour volume and SUV TRT variability was similar to those of A50%. KF misclassified certain tumour areas as vertebrae or liver tissue, which was shown to be related to heterogeneous [18F]FLT uptake areas within the tumour. For [18F]FLT PET studies in NSCLC patients, KF and A50% show comparable tumour volume segmentation performance. The KF method needs, however, a site-specific optimisation. The A50% is therefore a good alternative for tumour segmentation in NSCLC [18F]FLT PET studies in multicentre studies. Yet, it was observed that KF has the potential to subsegment lesions in high and low proliferative areas.
- Open Access
- 24 May 2013
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 8 (5) , e63705
Pemetrexed Induced Thymidylate Synthase Inhibition in Non-Small Cell Lung Cancer Patients: A Pilot Study with 3′-Deoxy-3′-[18F]fluorothymidine Positron Emission Tomography
Pemetrexed is a thymidylate synthase (TS) inhibitor and is effective in non-small cell lung cancer (NSCLC). 3′-deoxy-3′-[18F]fluorothymidine (18F-FLT), a proliferation marker, could potentially identify tumor specific TS-inhibition. The aim of this study was to investigate the effect of pemetrexed-induced TS-inhibition on 18F-FLT uptake 4 hours after pemetrexed administration in metastatic NSCLC patients. Fourteen NSCLC patients underwent dynamic 18F-FLT positron emission tomography (PET) scans at baseline and 4 hours after the first dose of pemetrexed. Volumes of interest were defined with a 41%, 50% and 70% threshold of the maximum pixel. Kinetic analysis and simplified measures were performed. At one, two, four and six hours after pemetrexed, plasma deoxyuridine was measured as systemic indicator of TS-inhibition. Tumor response measured with response evaluation criteria in solid tumors (RECIST), time to progression (TTP) and overall survival (OS) were determined. Eleven patients had evaluable 18F-FLT PET scans at baseline and 4 hours after pemetrexed. Two patients had increased 18F-FLT uptake of 35% and 31% after pemetrexed, whereas two other patients had decreased uptake of 31%. In the remaining seven patients 18F-FLT uptake did not change beyond test-retest borders. In all patients deoxyuridine levels raised after administration of pemetrexed, implicating pemetrexed-induced TS-inhibition. 18F-FLT uptake in bone marrow was significantly increased 4 hours after pemetrexed administration. Six weeks after the start of treatment 5 patients had partial response, 4 stable disease and 2 progressive disease. Median TTP was 4.2 months (range 3.0–7.4 months); median OS was 13.0 months (range 5.1–30.8 months). Changes in 18F-FLT uptake were not predictive for tumor response, TTP or OS. Measuring TS-inhibition in a clinical setting 4 hours after pemetrexed revealed a non-systematic change in 18F-FLT uptake within the tumor. No significant association with tumor response, TTP or OS was observed.
- 24 May 2013
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 8 (5) , e63705
Open AccessPemetrexed Induced Thymidylate Synthase Inhibition in Non-Small Cell Lung Cancer Patients: A Pilot Study with 3′-Deoxy-3′-[18F]fluorothymidine Positron Emission Tomography
Pemetrexed is a thymidylate synthase (TS) inhibitor and is effective in non-small cell lung cancer (NSCLC). 3′-deoxy-3′-[18F]fluorothymidine (18F-FLT), a proliferation marker, could potentially identify tumor specific TS-inhibition. The aim of this study was to investigate the effect of pemetrexed-induced TS-inhibition on 18F-FLT uptake 4 hours after pemetrexed administration in metastatic NSCLC patients. Fourteen NSCLC patients underwent dynamic 18F-FLT positron emission tomography (PET) scans at baseline and 4 hours after the first dose of pemetrexed. Volumes of interest were defined with a 41%, 50% and 70% threshold of the maximum pixel. Kinetic analysis and simplified measures were performed. At one, two, four and six hours after pemetrexed, plasma deoxyuridine was measured as systemic indicator of TS-inhibition. Tumor response measured with response evaluation criteria in solid tumors (RECIST), time to progression (TTP) and overall survival (OS) were determined. Eleven patients had evaluable 18F-FLT PET scans at baseline and 4 hours after pemetrexed. Two patients had increased 18F-FLT uptake of 35% and 31% after pemetrexed, whereas two other patients had decreased uptake of 31%. In the remaining seven patients 18F-FLT uptake did not change beyond test-retest borders. In all patients deoxyuridine levels raised after administration of pemetrexed, implicating pemetrexed-induced TS-inhibition. 18F-FLT uptake in bone marrow was significantly increased 4 hours after pemetrexed administration. Six weeks after the start of treatment 5 patients had partial response, 4 stable disease and 2 progressive disease. Median TTP was 4.2 months (range 3.0–7.4 months); median OS was 13.0 months (range 5.1–30.8 months). Changes in 18F-FLT uptake were not predictive for tumor response, TTP or OS. Measuring TS-inhibition in a clinical setting 4 hours after pemetrexed revealed a non-systematic change in 18F-FLT uptake within the tumor. No significant association with tumor response, TTP or OS was observed.