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Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging 2/2016

01.02.2016 | Original Article

Impact of PET/CT image reconstruction methods and liver uptake normalization strategies on quantitative image analysis

verfasst von: Georg Kuhnert, Ronald Boellaard, Sergej Sterzer, Deniz Kahraman, Matthias Scheffler, Jürgen Wolf, Markus Dietlein, Alexander Drzezga, Carsten Kobe

Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging | Ausgabe 2/2016

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Abstract

Background

In oncological imaging using PET/CT, the standardized uptake value has become the most common parameter used to measure tracer accumulation. The aim of this analysis was to evaluate ultra high definition (UHD) and ordered subset expectation maximization (OSEM) PET/CT reconstructions for their potential impact on quantification.

Patients and methods

We analyzed 40 PET/CT scans of lung cancer patients who had undergone PET/CT. Standardized uptake values corrected for body weight (SUV) and lean body mass (SUL) were determined in the single hottest lesion in the lung and normalized to the liver for UHD and OSEM reconstruction. Quantitative uptake values and their normalized ratios for the two reconstruction settings were compared using the Wilcoxon test. The distribution of quantitative uptake values and their ratios in relation to the reconstruction method used were demonstrated in the form of frequency distribution curves, box-plots and scatter plots. The agreement between OSEM and UHD reconstructions was assessed through Bland-Altman analysis.

Results

A significant difference was observed after OSEM and UHD reconstruction for SUV and SUL data tested (p < 0.0005 in all cases). The mean values of the ratios after OSEM and UHD reconstruction showed equally significant differences (p < 0.0005 in all cases). Bland-Altman analysis showed that the SUV and SUL and their normalized values were, on average, up to 60 % higher after UHD reconstruction as compared to OSEM reconstruction.

Conclusion

OSEM and HD reconstruction brought a significant difference for SUV and SUL, which remained constantly high after normalization to the liver, indicating that standardization of reconstruction and the use of comparable SUV measurements are crucial when using PET/CT.
Literatur
1.
Zurück zum Zitat Kobe C, Dietlein M, Franklin J, Markova J, Lohri A, Amthauer H, et al. Positron emission tomography has a high negative predictive value for progression or early relapse for patients with residual disease after first-line chemotherapy in advanced-stage Hodgkin lymphoma. Blood. 2008;112:3989–94.PubMedPubMedCentralCrossRef Kobe C, Dietlein M, Franklin J, Markova J, Lohri A, Amthauer H, et al. Positron emission tomography has a high negative predictive value for progression or early relapse for patients with residual disease after first-line chemotherapy in advanced-stage Hodgkin lymphoma. Blood. 2008;112:3989–94.PubMedPubMedCentralCrossRef
2.
Zurück zum Zitat Barrington SF, Mikhaeel NG, Kostakoglu L, Meignan M, Hutchings M, Mueller SP, et al. Role of imaging in the staging and response assessment of lymphoma: consensus of the international conference on malignant lymphomas imaging working group. J Clin Oncol. 2014;32:3048–58.PubMedCrossRef Barrington SF, Mikhaeel NG, Kostakoglu L, Meignan M, Hutchings M, Mueller SP, et al. Role of imaging in the staging and response assessment of lymphoma: consensus of the international conference on malignant lymphomas imaging working group. J Clin Oncol. 2014;32:3048–58.PubMedCrossRef
3.
Zurück zum Zitat Ito T, Wan CN, Reivich M, Kuhl DE, Casella J, Fowler JS, et al. Labeled 2-deoxy-D-glucose analogs. 18F-labeled 2-deoxy- 2-fluoro-D-glucose, 2-deoxy- 2-fluoro-D-mannose and 14C–2-deoxy- 2-fluoro-D-glucose. J Label Compd Radiopharm. 1978;14:175–83.CrossRef Ito T, Wan CN, Reivich M, Kuhl DE, Casella J, Fowler JS, et al. Labeled 2-deoxy-D-glucose analogs. 18F-labeled 2-deoxy- 2-fluoro-D-glucose, 2-deoxy- 2-fluoro-D-mannose and 14C–2-deoxy- 2-fluoro-D-glucose. J Label Compd Radiopharm. 1978;14:175–83.CrossRef
4.
Zurück zum Zitat Warburg O, Posener K, Negelein E. Über den Stoffwechsel der Carcinomzelle. Biochem Z. 1924;152:309–35. Warburg O, Posener K, Negelein E. Über den Stoffwechsel der Carcinomzelle. Biochem Z. 1924;152:309–35.
5.
Zurück zum Zitat Boellaard R, Delgado-Bolten R, Oyen WJG, Giammarile F, Tatsch K, Eschner W, et al. FDG PET and PET/CT: EANM procedure guidelines for tumour PET imaging: version 2.0. Eur J Nucl Med Mol Imaging. 2015;42:328–54.PubMedPubMedCentralCrossRef Boellaard R, Delgado-Bolten R, Oyen WJG, Giammarile F, Tatsch K, Eschner W, et al. FDG PET and PET/CT: EANM procedure guidelines for tumour PET imaging: version 2.0. Eur J Nucl Med Mol Imaging. 2015;42:328–54.PubMedPubMedCentralCrossRef
6.
Zurück zum Zitat Boellaard R, Oyen WJ, Hoekstra CJ, Hoekstra OS, Visser EP, Willemsen AT, et al. The Netherlands protocol for standardisation and quantification of FDG whole body PET studies in multi-centre trials. Eur J Nucl Med Mol Imaging. 2008;35:2320–33.PubMedCrossRef Boellaard R, Oyen WJ, Hoekstra CJ, Hoekstra OS, Visser EP, Willemsen AT, et al. The Netherlands protocol for standardisation and quantification of FDG whole body PET studies in multi-centre trials. Eur J Nucl Med Mol Imaging. 2008;35:2320–33.PubMedCrossRef
7.
Zurück zum Zitat Benz MR, Evilevitch V, Allen-Auerbach MS, Eilber FC, Phelps ME, Czernin J, et al. Treatment monitoring by 18F-FDG PET/CT in patients with sarcomas: interobserver variability of quantitative parameters in treatment-induced changes in histopathologically responding and nonresponding tumors. J Nucl Med. 2008;49:1038–46.PubMedPubMedCentralCrossRef Benz MR, Evilevitch V, Allen-Auerbach MS, Eilber FC, Phelps ME, Czernin J, et al. Treatment monitoring by 18F-FDG PET/CT in patients with sarcomas: interobserver variability of quantitative parameters in treatment-induced changes in histopathologically responding and nonresponding tumors. J Nucl Med. 2008;49:1038–46.PubMedPubMedCentralCrossRef
8.
Zurück zum Zitat Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50 Suppl 1:122S–50.PubMedPubMedCentralCrossRef Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50 Suppl 1:122S–50.PubMedPubMedCentralCrossRef
9.
Zurück zum Zitat Kahraman D, Scheffler M, Zander T, Nogova L, Lammertsma AA, Boellaard R, et al. Quantitative analysis of response to treatment with erlotinib in advanced non–small cell lung cancer using 18F-FDG and 3’-Deoxy-3’-18F-Fluorothymidine PET. J Nucl Med. 2011;52:1871–7.PubMedCrossRef Kahraman D, Scheffler M, Zander T, Nogova L, Lammertsma AA, Boellaard R, et al. Quantitative analysis of response to treatment with erlotinib in advanced non–small cell lung cancer using 18F-FDG and 3’-Deoxy-3’-18F-Fluorothymidine PET. J Nucl Med. 2011;52:1871–7.PubMedCrossRef
10.
Zurück zum Zitat Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef
11.
Zurück zum Zitat Chiaravalloti A, Danieli R, Abbatiello P, Di Pietro B, Travascio L, Cantonetti M, et al. Factors affecting intrapatient liver and mediastinal blood pool 18F-FDG standardized uptake value changes during ABVD chemotherapy in Hodgkin’s lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:1123–32.PubMed Chiaravalloti A, Danieli R, Abbatiello P, Di Pietro B, Travascio L, Cantonetti M, et al. Factors affecting intrapatient liver and mediastinal blood pool 18F-FDG standardized uptake value changes during ABVD chemotherapy in Hodgkin’s lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:1123–32.PubMed
12.
Zurück zum Zitat Shankar LK, Hoffman JM, Bacharach S, Graham MM, Karp J, Lammertsma AA, et al. Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in national cancer institute trials. J Nucl Med. 2006;47:1059–66.PubMed Shankar LK, Hoffman JM, Bacharach S, Graham MM, Karp J, Lammertsma AA, et al. Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in national cancer institute trials. J Nucl Med. 2006;47:1059–66.PubMed
13.
Zurück zum Zitat Adams MC, Turkington TG, Wilson JM, Wong TZ. A systematic review of the factors affecting accuracy of SUV measurements. AJR. 2010;195:310–20.PubMedCrossRef Adams MC, Turkington TG, Wilson JM, Wong TZ. A systematic review of the factors affecting accuracy of SUV measurements. AJR. 2010;195:310–20.PubMedCrossRef
14.
Zurück zum Zitat Lasnon C, Desmonts C, Quak E, Gervais R, Do P, Dubos-Arvis C, et al. Harmonizing SUVs in multicentre trials when using different generation PET systems: prospective validation in non-small cell lung cancer patients. Eur J Nucl Med Mol Imaging. 2013;40:985–96.PubMedPubMedCentralCrossRef Lasnon C, Desmonts C, Quak E, Gervais R, Do P, Dubos-Arvis C, et al. Harmonizing SUVs in multicentre trials when using different generation PET systems: prospective validation in non-small cell lung cancer patients. Eur J Nucl Med Mol Imaging. 2013;40:985–96.PubMedPubMedCentralCrossRef
15.
Zurück zum Zitat Rubello D, Gordien P, Morliere C, Guyot M, Bordenave L, Colletti PM, et al. Variability of hepatic 18F-FDG uptake at interim PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2015;40:e405–10. Rubello D, Gordien P, Morliere C, Guyot M, Bordenave L, Colletti PM, et al. Variability of hepatic 18F-FDG uptake at interim PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2015;40:e405–10.
16.
Zurück zum Zitat Hasenclever D, Kurch L, Mauz-Körholz C, Elsner A, Georgi T, Wallace H, et al. qPET – a quantitative extension of the Deauville scale to assess response in interim FDG-PET scans in lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:1301–8.PubMedCrossRef Hasenclever D, Kurch L, Mauz-Körholz C, Elsner A, Georgi T, Wallace H, et al. qPET – a quantitative extension of the Deauville scale to assess response in interim FDG-PET scans in lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:1301–8.PubMedCrossRef
17.
Zurück zum Zitat Paquet N, Albert A, Foidart J, Hustinx R. Within-patient Variability of 18F-FDG: standardized uptake values in normal tissues. J Nucl Med. 2004;45:784–8.PubMed Paquet N, Albert A, Foidart J, Hustinx R. Within-patient Variability of 18F-FDG: standardized uptake values in normal tissues. J Nucl Med. 2004;45:784–8.PubMed
18.
Zurück zum Zitat Keyes Jr JW. SUV: standard uptake or silly useless value? J Nucl Med. 1995;36:1836–9.PubMed Keyes Jr JW. SUV: standard uptake or silly useless value? J Nucl Med. 1995;36:1836–9.PubMed
19.
Zurück zum Zitat Visser EP, Boerman OC, Oyen WJG. SUV: from silly useless value to smart uptake value. J Nucl Med. 2010;51:173–5.PubMedCrossRef Visser EP, Boerman OC, Oyen WJG. SUV: from silly useless value to smart uptake value. J Nucl Med. 2010;51:173–5.PubMedCrossRef
20.
Zurück zum Zitat Tylski P, Stute S, Grotus N, Doyeux K, Hapdey S, Gardin I, et al. Comparative assessment of methods for estimating tumor volume and standardized uptake value in 18F-FDG PET. J Nucl Med. 2010;51:268–76.PubMedCrossRef Tylski P, Stute S, Grotus N, Doyeux K, Hapdey S, Gardin I, et al. Comparative assessment of methods for estimating tumor volume and standardized uptake value in 18F-FDG PET. J Nucl Med. 2010;51:268–76.PubMedCrossRef
21.
Zurück zum Zitat Hristova I, Boellaard R, Vogel W, Mottaghy F, Marreaud S, Collette S, et al. Retrospective quality control review of FDG scans in the imaging sub-study of PALETTE EORTC 62072/VEG110727: a randomized, double-blind, placebo-controlled phase III trial. Eur J Nucl Med Mol Imaging. 2015;42:848–57.PubMedPubMedCentralCrossRef Hristova I, Boellaard R, Vogel W, Mottaghy F, Marreaud S, Collette S, et al. Retrospective quality control review of FDG scans in the imaging sub-study of PALETTE EORTC 62072/VEG110727: a randomized, double-blind, placebo-controlled phase III trial. Eur J Nucl Med Mol Imaging. 2015;42:848–57.PubMedPubMedCentralCrossRef
22.
Zurück zum Zitat Lodge MA, Chaudhry MA, Wahl RL. Noise considerations for PET quantification using maximum and peak standardized uptake value. J Nucl Med. 2012;53:1041–7.PubMedPubMedCentralCrossRef Lodge MA, Chaudhry MA, Wahl RL. Noise considerations for PET quantification using maximum and peak standardized uptake value. J Nucl Med. 2012;53:1041–7.PubMedPubMedCentralCrossRef
23.
Zurück zum Zitat Brendle C, Kupferschläger J, Nikolaou K, la Fougère C, Gatidis S, Pfannenberg C. Is the standard uptake value (SUV) appropriate for quantification in clinical PET imaging? - Variability induced by different SUV measurements and varying reconstruction methods. Eur J Radiol. 2015;84:158–62.PubMedCrossRef Brendle C, Kupferschläger J, Nikolaou K, la Fougère C, Gatidis S, Pfannenberg C. Is the standard uptake value (SUV) appropriate for quantification in clinical PET imaging? - Variability induced by different SUV measurements and varying reconstruction methods. Eur J Radiol. 2015;84:158–62.PubMedCrossRef
24.
Zurück zum Zitat Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA. Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. J Nucl Med. 2004;45:1519–27.PubMed Boellaard R, Krak NC, Hoekstra OS, Lammertsma AA. Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. J Nucl Med. 2004;45:1519–27.PubMed
25.
Zurück zum Zitat Akamatsu G, Mitsumoto K, Taniguchi T, Tsutsui Y, Baba S, Sasaki M. Influences of point-spread function and time-of-flight reconstructions on standardized uptake value of lymph node metastases in FDG-PET. Eur J Radiol. 2014;83:226–30.PubMedCrossRef Akamatsu G, Mitsumoto K, Taniguchi T, Tsutsui Y, Baba S, Sasaki M. Influences of point-spread function and time-of-flight reconstructions on standardized uptake value of lymph node metastases in FDG-PET. Eur J Radiol. 2014;83:226–30.PubMedCrossRef
26.
Zurück zum Zitat Akamatsu G, Ishikawa K, Mitsumoto K, Taniguchi T, Ohya N, Baba S, et al. Improvement in PET/CT image quality with a combination of Point-Spread Function and Time-of-Flight in relation to reconstruction parameters. J Nucl Med. 2012;53:1716–22.PubMedCrossRef Akamatsu G, Ishikawa K, Mitsumoto K, Taniguchi T, Ohya N, Baba S, et al. Improvement in PET/CT image quality with a combination of Point-Spread Function and Time-of-Flight in relation to reconstruction parameters. J Nucl Med. 2012;53:1716–22.PubMedCrossRef
27.
Zurück zum Zitat Lasnon C, Hicks RJ, Beauregard JM, Milner A, Paciencia M, Guizard AV, et al. Impact of point spread function reconstruction on thoracic lymph node staging with 18F-FDG PET/CT in non-small cell lung cancer. Clin Nucl Med. 2012;37:971–6.PubMedCrossRef Lasnon C, Hicks RJ, Beauregard JM, Milner A, Paciencia M, Guizard AV, et al. Impact of point spread function reconstruction on thoracic lymph node staging with 18F-FDG PET/CT in non-small cell lung cancer. Clin Nucl Med. 2012;37:971–6.PubMedCrossRef
28.
Zurück zum Zitat Barrington SF, MacKewn JE, Schleyer P, Marsden PK, Mikhaeel NG, Qian W, et al. Establishment of a UK-wide network to facilitate the acquisition of quality assured FDG–PET data for clinical trials in lymphoma. Ann Oncol. 2011;22:739–45.PubMedCrossRef Barrington SF, MacKewn JE, Schleyer P, Marsden PK, Mikhaeel NG, Qian W, et al. Establishment of a UK-wide network to facilitate the acquisition of quality assured FDG–PET data for clinical trials in lymphoma. Ann Oncol. 2011;22:739–45.PubMedCrossRef
Metadaten
Titel
Impact of PET/CT image reconstruction methods and liver uptake normalization strategies on quantitative image analysis
verfasst von
Georg Kuhnert
Ronald Boellaard
Sergej Sterzer
Deniz Kahraman
Matthias Scheffler
Jürgen Wolf
Markus Dietlein
Alexander Drzezga
Carsten Kobe
Publikationsdatum
01.02.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Nuclear Medicine and Molecular Imaging / Ausgabe 2/2016
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-015-3165-8

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