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Published in: European Journal of Nuclear Medicine and Molecular Imaging 7/2016

01-07-2016 | Editorial Commentary

The promise of multiparametric imaging in oncology: how do we move forward?

Authors: Aniek J. G. Even, Dirk De Ruysscher, Wouter van Elmpt

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 7/2016

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Excerpt

With the introduction of combined imaging modalities including PET/CT and more recently PET/MRI, there is strong interest in utilizing these independent modalities in a synergistic way. Up to now the field of multiparametric imaging research has mainly been driven by the MRI community. MRI offers the possibility of acquiring different sequences to visualize diverse properties of tissues (e.g. ADC mapping, T1/T2-weighted images). In the recent issues of EJNMMI there are several research papers looking into the topic of multiparametric imaging in a variety of cancer types using combined nuclear medicine imaging techniques with a different number of tracers together with advanced MR or CT imaging equipment [15]. Besides MRI, other drivers beneficial for multiparametric imaging are the increased number of standardization procedures that are being rolled out. For PET [6] and also MRI [7], standardization (or harmonization) procedures are currently in place or being developed. These procedures should remove some of the uncertainties and difficulties that multicentre trials face in quantitative analysis and allow more robust quantitative imaging-derived parameters [8]. …
Literature
1.
go back to reference Leibfarth S, Simoncic U, Monnich D, Welz S, Schmidt H, Schwenzer N, et al. Analysis of pairwise correlations in multi-parametric PET/MR data for biological tumor characterization and treatment individualization strategies. Eur J Nucl Med Mol Imaging. 2016. doi:10.1007/s00259-016-3307-7.PubMed Leibfarth S, Simoncic U, Monnich D, Welz S, Schmidt H, Schwenzer N, et al. Analysis of pairwise correlations in multi-parametric PET/MR data for biological tumor characterization and treatment individualization strategies. Eur J Nucl Med Mol Imaging. 2016. doi:10.​1007/​s00259-016-3307-7.PubMed
3.
go back to reference Corroyer-Dulmont A, Peres EA, Gerault AN, Savina A, Bouquet F, Divoux D, et al. Multimodal imaging based on MRI and PET reveals [(18)F]FLT PET as a specific and early indicator of treatment efficacy in a preclinical model of recurrent glioblastoma. Eur J Nucl Med Mol Imaging. 2016;43:682–94. doi:10.1007/s00259-015-3225-0.CrossRefPubMed Corroyer-Dulmont A, Peres EA, Gerault AN, Savina A, Bouquet F, Divoux D, et al. Multimodal imaging based on MRI and PET reveals [(18)F]FLT PET as a specific and early indicator of treatment efficacy in a preclinical model of recurrent glioblastoma. Eur J Nucl Med Mol Imaging. 2016;43:682–94. doi:10.​1007/​s00259-015-3225-0.CrossRefPubMed
4.
go back to reference Henriksen OM, Larsen VA, Muhic A, Hansen AE, Larsson HB, Poulsen HS, et al. Simultaneous evaluation of brain tumour metabolism, structure and blood volume using [(18)F]-fluoroethyltyrosine (FET) PET/MRI: feasibility, agreement and initial experience. Eur J Nucl Med Mol Imaging. 2016;43:103–12. doi:10.1007/s00259-015-3183-6.CrossRefPubMed Henriksen OM, Larsen VA, Muhic A, Hansen AE, Larsson HB, Poulsen HS, et al. Simultaneous evaluation of brain tumour metabolism, structure and blood volume using [(18)F]-fluoroethyltyrosine (FET) PET/MRI: feasibility, agreement and initial experience. Eur J Nucl Med Mol Imaging. 2016;43:103–12. doi:10.​1007/​s00259-015-3183-6.CrossRefPubMed
5.
go back to reference van Elmpt W, Zegers CM, Reymen B, Even AJ, Dingemans AM, Oellers M, et al. Multiparametric imaging of patient and tumour heterogeneity in non-small-cell lung cancer: quantification of tumour hypoxia, metabolism and perfusion. Eur J Nucl Med Mol Imaging. 2016;43:240–8. doi:10.1007/s00259-015-3169-4.CrossRefPubMedPubMedCentral van Elmpt W, Zegers CM, Reymen B, Even AJ, Dingemans AM, Oellers M, et al. Multiparametric imaging of patient and tumour heterogeneity in non-small-cell lung cancer: quantification of tumour hypoxia, metabolism and perfusion. Eur J Nucl Med Mol Imaging. 2016;43:240–8. doi:10.​1007/​s00259-015-3169-4.CrossRefPubMedPubMedCentral
7.
go back to reference Gatidis S, Schmidt H, Martirosian P, Schwenzer NF. Development of an MRI phantom for diffusion-weighted imaging with independent adjustment of apparent diffusion coefficient values and T2 relaxation times. Magn Reson Med. 2014;72:459–63. doi:10.1002/mrm.24944.CrossRefPubMed Gatidis S, Schmidt H, Martirosian P, Schwenzer NF. Development of an MRI phantom for diffusion-weighted imaging with independent adjustment of apparent diffusion coefficient values and T2 relaxation times. Magn Reson Med. 2014;72:459–63. doi:10.​1002/​mrm.​24944.CrossRefPubMed
9.
go back to reference Baas P, Fennell D, Kerr KM, Van Schil PE, Haas RL, Peters S, et al. Malignant pleural mesothelioma: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v31–9. doi:10.1093/annonc/mdv199.CrossRefPubMed Baas P, Fennell D, Kerr KM, Van Schil PE, Haas RL, Peters S, et al. Malignant pleural mesothelioma: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v31–9. doi:10.​1093/​annonc/​mdv199.CrossRefPubMed
10.
go back to reference Parker C, Gillessen S, Heidenreich A, Horwich A, Committee EG. Cancer of the prostate: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v69–77. doi:10.1093/annonc/mdv222.CrossRefPubMed Parker C, Gillessen S, Heidenreich A, Horwich A, Committee EG. Cancer of the prostate: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v69–77. doi:10.​1093/​annonc/​mdv222.CrossRefPubMed
11.
go back to reference Morigi JJ, Stricker PD, van Leeuwen PJ, Tang R, Ho B, Nguyen Q, et al. Prospective comparison of 18F-fluoromethylcholine versus 68Ga-PSMA PET/CT in prostate cancer patients who have rising PSA after curative treatment and are being considered for targeted therapy. J Nucl Med. 2015;56:1185–90. doi:10.2967/jnumed.115.160382.CrossRefPubMed Morigi JJ, Stricker PD, van Leeuwen PJ, Tang R, Ho B, Nguyen Q, et al. Prospective comparison of 18F-fluoromethylcholine versus 68Ga-PSMA PET/CT in prostate cancer patients who have rising PSA after curative treatment and are being considered for targeted therapy. J Nucl Med. 2015;56:1185–90. doi:10.​2967/​jnumed.​115.​160382.CrossRefPubMed
12.
go back to reference Iqbal R, Kramer GM, Verwer EE, Huisman MC, De Langen AJ, Bahce I, et al. Multiparametric analysis of the relationship between tumor hypoxia and perfusion using 18F-FAZA and 15O-H2O PET. J Nucl Med. 2015. doi:10.2967/jnumed.115.166579.PubMed Iqbal R, Kramer GM, Verwer EE, Huisman MC, De Langen AJ, Bahce I, et al. Multiparametric analysis of the relationship between tumor hypoxia and perfusion using 18F-FAZA and 15O-H2O PET. J Nucl Med. 2015. doi:10.​2967/​jnumed.​115.​166579.PubMed
17.
go back to reference Zschaeck S, Haase R, Abolmaali N, Perrin R, Stutzer K, Appold S, et al. Spatial distribution of FMISO in head and neck squamous cell carcinomas during radio-chemotherapy and its correlation to pattern of failure. Acta Oncol. 2015;54:1355–63. doi:10.3109/0284186X.2015.1074720.CrossRefPubMed Zschaeck S, Haase R, Abolmaali N, Perrin R, Stutzer K, Appold S, et al. Spatial distribution of FMISO in head and neck squamous cell carcinomas during radio-chemotherapy and its correlation to pattern of failure. Acta Oncol. 2015;54:1355–63. doi:10.​3109/​0284186X.​2015.​1074720.CrossRefPubMed
18.
go back to reference Weber DC, Casanova N, Zilli T, Buchegger F, Rouzaud M, Nouet P, et al. Recurrence pattern after [(18)F]fluoroethyltyrosine-positron emission tomography-guided radiotherapy for high-grade glioma: a prospective study. Radiother Oncol. 2009;93:586–92. doi:10.1016/j.radonc.2009.08.043.CrossRefPubMed Weber DC, Casanova N, Zilli T, Buchegger F, Rouzaud M, Nouet P, et al. Recurrence pattern after [(18)F]fluoroethyltyrosine-positron emission tomography-guided radiotherapy for high-grade glioma: a prospective study. Radiother Oncol. 2009;93:586–92. doi:10.​1016/​j.​radonc.​2009.​08.​043.CrossRefPubMed
19.
go back to reference Dooms C, van Baardwijk A, Verbeken E, van Suylen RJ, Stroobants S, De Ruysscher D, et al. Association between 18F-fluoro-2-deoxy-D-glucose uptake values and tumor vitality: prognostic value of positron emission tomography in early-stage non-small cell lung cancer. J Thorac Oncol. 2009;4:822–8. doi:10.1097/JTO.0b013e3181a97df7.CrossRefPubMed Dooms C, van Baardwijk A, Verbeken E, van Suylen RJ, Stroobants S, De Ruysscher D, et al. Association between 18F-fluoro-2-deoxy-D-glucose uptake values and tumor vitality: prognostic value of positron emission tomography in early-stage non-small cell lung cancer. J Thorac Oncol. 2009;4:822–8. doi:10.​1097/​JTO.​0b013e3181a97df7​.CrossRefPubMed
20.
go back to reference van Baardwijk A, Dooms C, van Suylen RJ, Verbeken E, Hochstenbag M, Dehing-Oberije C, et al. The maximum uptake of (18)F-deoxyglucose on positron emission tomography scan correlates with survival, hypoxia inducible factor-1alpha and GLUT-1 in non-small cell lung cancer. Eur J Cancer. 2007;43:1392–8. doi:10.1016/j.ejca.2007.03.027.CrossRefPubMed van Baardwijk A, Dooms C, van Suylen RJ, Verbeken E, Hochstenbag M, Dehing-Oberije C, et al. The maximum uptake of (18)F-deoxyglucose on positron emission tomography scan correlates with survival, hypoxia inducible factor-1alpha and GLUT-1 in non-small cell lung cancer. Eur J Cancer. 2007;43:1392–8. doi:10.​1016/​j.​ejca.​2007.​03.​027.CrossRefPubMed
24.
29.
go back to reference Bahce I, Smit EF, Lubberink M, van der Veldt AA, Yaqub M, Windhorst AD, et al. Development of [(11)C]erlotinib positron emission tomography for in vivo evaluation of EGF receptor mutational status. Clin Cancer Res. 2013;19:183–93. doi:10.1158/1078-0432.CCR-12-0289.CrossRefPubMed Bahce I, Smit EF, Lubberink M, van der Veldt AA, Yaqub M, Windhorst AD, et al. Development of [(11)C]erlotinib positron emission tomography for in vivo evaluation of EGF receptor mutational status. Clin Cancer Res. 2013;19:183–93. doi:10.​1158/​1078-0432.​CCR-12-0289.CrossRefPubMed
30.
go back to reference Peeters SG, Zegers CM, Biemans R, Lieuwes NG, van Stiphout RG, Yaromina A, et al. TH-302 in combination with radiotherapy enhances the therapeutic outcome and is associated with pretreatment [18F]HX4 hypoxia PET imaging. Clin Cancer Res. 2015;21:2984–92. doi:10.1158/1078-0432.CCR-15-0018.CrossRefPubMed Peeters SG, Zegers CM, Biemans R, Lieuwes NG, van Stiphout RG, Yaromina A, et al. TH-302 in combination with radiotherapy enhances the therapeutic outcome and is associated with pretreatment [18F]HX4 hypoxia PET imaging. Clin Cancer Res. 2015;21:2984–92. doi:10.​1158/​1078-0432.​CCR-15-0018.CrossRefPubMed
Metadata
Title
The promise of multiparametric imaging in oncology: how do we move forward?
Authors
Aniek J. G. Even
Dirk De Ruysscher
Wouter van Elmpt
Publication date
01-07-2016
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 7/2016
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-016-3361-1

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