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Published in: EJNMMI Research 1/2014

Open Access 01-12-2014 | Original research

Monitoring tumour response during chemo-radiotherapy: a parametric method using FDG-PET/CT images in patients with oesophageal cancer

Authors: Pierre Vera, Bernard Dubray, Odré Palie, Irène Buvat, Sébastien Hapdey, Romain Modzelewski, Ahmed Benyoucef, Caroline Rousseau, Marc-Etienne Meyer, Stéphane Bardet, Isabelle Gardin, Frederic Di Fiore, Pierre Michel

Published in: EJNMMI Research | Issue 1/2014

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Abstract

Background

The objective of this study is to investigate the feasibility and the additional interest of a parametric imaging (PI) method to monitor the early tumour metabolic response in a prospective series of oesophageal cancer patients who underwent positron emission tomography with fluoro-2-deoxy-d-glucose (FDG-PET/CT) before and during curative-intent chemo-radiotherapy.

Methods

Fifty-seven patients with squamous cell carcinoma (SCC) of the oesophagus prospectively underwent FDG-PET/CT before chemo-radiotherapy (CRT) (PET1) and at 21 ± 3 days after the beginning of CRT (PET2). The outcome was assessed at 3 months and 1 year after the completion of CRT (clinical examination, CT scan or FDG-PET/CT, biopsy). For each patient, PET1 and PET2 were registered using CT images. The 2 PET image sets were subtracted, so the voxels with significant changes in FDG uptake were identified. A model-based analysis of this graph was used to identify the tumour voxels in which significant changes occurred between the two scans and yielded indices characterising these changes (green and red clusters). Quantitative parameters were compared with clinical outcome at 3 months and at 1 year.

Results

The baseline tumour FDG uptake decreased significantly at PET2 (p < 0.0001). The tumour volume significantly decreased between PET1 and PET2 (p < 0.02). The initial functional volume of the lesion (TV1) was significantly lower (p < 0.02) in patients in clinical response (CR) at 3 months and 1 year. The volume of the lesion during the treatment (TV2) was significantly lower in patients identified as in CR at 3 months (p < 0.03), but did not predict the outcome at 1 year. Multivariate analyses of outcome at 3 months showed that the risk of failure/death increased with younger age (p = 0.001), larger metabolic volume on PET1 (p = 0.009) and larger volume with decreased FDG uptake (p = 0.047). As for outcome at 1 year, the risk of failure/death increased with younger age (p = 0.006), nodal involvement (p = 0.08) and larger volumes with increased uptake (p = 0.03).

Conclusion

A parametric method to assess tumour response on serial FDG-PET performed during chemo-radiotherapy was evaluated. Early metabolic changes, i.e. variations in FDG uptake, provided additional prognostic information in multivariate analyses ClinicalTrials.gov NCT 00934505.

Trial registration

Current Controlled Trials ISRCTN7824458
Appendix
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Literature
1.
go back to reference Ben-Haim S, Ell P: 18 F-FDG PET and PET/CT in the evaluation of cancer treatment response. J Nucl Med 2009, 50(1):88–99.CrossRefPubMed Ben-Haim S, Ell P: 18 F-FDG PET and PET/CT in the evaluation of cancer treatment response. J Nucl Med 2009, 50(1):88–99.CrossRefPubMed
2.
go back to reference Krause BJ, Herrmann K, Wieder H, Zum Buschenfelde CM: 18 F-FDG PET and 18 F-FDG PET/CT for assessing response to therapy in esophageal cancer. J Nucl Med 2009, 50(Suppl 1):89S-96S.CrossRefPubMed Krause BJ, Herrmann K, Wieder H, Zum Buschenfelde CM: 18 F-FDG PET and 18 F-FDG PET/CT for assessing response to therapy in esophageal cancer. J Nucl Med 2009, 50(Suppl 1):89S-96S.CrossRefPubMed
3.
go back to reference Choi NC, Fischman AJ, Niemierko A, Ryu JS, Lynch T, Wain J, Wright C, Fidias P, Mathisen D: Dose–response relationship between probability of pathologic tumor control and glucose metabolic rate measured with FDG PET after preoperative chemoradiotherapy in locally advanced non-small-cell lung cancer. Int J Radiat Oncol Biol Phys 2002, 54(4):1024–1035.CrossRefPubMed Choi NC, Fischman AJ, Niemierko A, Ryu JS, Lynch T, Wain J, Wright C, Fidias P, Mathisen D: Dose–response relationship between probability of pathologic tumor control and glucose metabolic rate measured with FDG PET after preoperative chemoradiotherapy in locally advanced non-small-cell lung cancer. Int J Radiat Oncol Biol Phys 2002, 54(4):1024–1035.CrossRefPubMed
4.
go back to reference Mac Manus MP, Hicks RJ, Matthews JP, McKenzie A, Rischin D, Salminen EK, Ball DL: Positron emission tomography is superior to computed tomography scanning for response-assessment after radical radiotherapy or chemoradiotherapy in patients with non-small-cell lung cancer. J Clin Oncol 2003, 21(7):1285–1292.CrossRefPubMed Mac Manus MP, Hicks RJ, Matthews JP, McKenzie A, Rischin D, Salminen EK, Ball DL: Positron emission tomography is superior to computed tomography scanning for response-assessment after radical radiotherapy or chemoradiotherapy in patients with non-small-cell lung cancer. J Clin Oncol 2003, 21(7):1285–1292.CrossRefPubMed
5.
go back to reference Weber WA: Use of PET for monitoring cancer therapy and for predicting outcome. J Nucl Med 2005, 46(6):983–995.PubMed Weber WA: Use of PET for monitoring cancer therapy and for predicting outcome. J Nucl Med 2005, 46(6):983–995.PubMed
6.
go back to reference Cheson BD, Pfistner B, Juweid ME, Gascoyne RD, Specht L, Horning SJ, Coiffier B, Fisher RI, Hagenberg A, Zucca E, Rosen ST, Stroobants S, Lister TA, Hoppe RT, Dreyling M, Tobinai K, Vose JM, Connors JM, Federico M, Diehl V: Revised response criteria for malignant lymphoma. J Clin Oncol 2007, 25(5):579–586.CrossRefPubMed Cheson BD, Pfistner B, Juweid ME, Gascoyne RD, Specht L, Horning SJ, Coiffier B, Fisher RI, Hagenberg A, Zucca E, Rosen ST, Stroobants S, Lister TA, Hoppe RT, Dreyling M, Tobinai K, Vose JM, Connors JM, Federico M, Diehl V: Revised response criteria for malignant lymphoma. J Clin Oncol 2007, 25(5):579–586.CrossRefPubMed
7.
go back to reference Juweid ME, Stroobants S, Hoekstra OS, Mottaghy FM, Dietlein M, Guermazi A, Wiseman GA, Kostakoglu L, Scheidhauer K, Buck A, Nauman R, Spaepen K, Hicks RJ, Weber WA, Reske SN, Schwaiger M, Schwart LH, Zijlstra JM, Siegel BA, Cheson BD: Use of positron emission tomography for response assessment of lymphoma: consensus of the Imaging Subcommittee of International Harmonization Project in Lymphoma. J Clin Oncol 2007, 25(5):571–578.CrossRefPubMed Juweid ME, Stroobants S, Hoekstra OS, Mottaghy FM, Dietlein M, Guermazi A, Wiseman GA, Kostakoglu L, Scheidhauer K, Buck A, Nauman R, Spaepen K, Hicks RJ, Weber WA, Reske SN, Schwaiger M, Schwart LH, Zijlstra JM, Siegel BA, Cheson BD: Use of positron emission tomography for response assessment of lymphoma: consensus of the Imaging Subcommittee of International Harmonization Project in Lymphoma. J Clin Oncol 2007, 25(5):571–578.CrossRefPubMed
8.
go back to reference Edet-Sanson A, Dubray B, Doyeux K, Back A, Hapdey S, Modzelewski R, Bohn P, Gardin I, Vera P: Serial assessment of FDG-PET FDG uptake and functional volume during radiotherapy (RT) in patients with non-small cell lung cancer (NSCLC). Radiother Oncol 2012, 102(2):251–257.CrossRefPubMed Edet-Sanson A, Dubray B, Doyeux K, Back A, Hapdey S, Modzelewski R, Bohn P, Gardin I, Vera P: Serial assessment of FDG-PET FDG uptake and functional volume during radiotherapy (RT) in patients with non-small cell lung cancer (NSCLC). Radiother Oncol 2012, 102(2):251–257.CrossRefPubMed
9.
go back to reference Hicks RJ: Role of 18 F-FDG PET in assessment of response in non-small cell lung cancer. J Nucl Med 2009, 50(Suppl 1):31S-42S.CrossRefPubMed Hicks RJ: Role of 18 F-FDG PET in assessment of response in non-small cell lung cancer. J Nucl Med 2009, 50(Suppl 1):31S-42S.CrossRefPubMed
10.
go back to reference Zhang HQ, Yu JM, Meng X, Yue JB, Feng R, Ma L: Prognostic value of serial [18 F]fluorodeoxyglucose PET-CT uptake in stage III patients with non-small cell lung cancer treated by concurrent chemoradiotherapy. Eur J Radiol 2011, 77(1):92–96.CrossRefPubMed Zhang HQ, Yu JM, Meng X, Yue JB, Feng R, Ma L: Prognostic value of serial [18 F]fluorodeoxyglucose PET-CT uptake in stage III patients with non-small cell lung cancer treated by concurrent chemoradiotherapy. Eur J Radiol 2011, 77(1):92–96.CrossRefPubMed
11.
go back to reference Gupta T, Jain S, Agarwal JP, Rangarajan V, Purandare N, Ghosh-Laskar S, Dinshaw KA: Diagnostic performance of response assessment FDG-PET/CT in patients with head and neck squamous cell carcinoma treated with high-precision definitive (chemo)radiation. Radiother Oncol 2010, 97(2):194–199.CrossRefPubMed Gupta T, Jain S, Agarwal JP, Rangarajan V, Purandare N, Ghosh-Laskar S, Dinshaw KA: Diagnostic performance of response assessment FDG-PET/CT in patients with head and neck squamous cell carcinoma treated with high-precision definitive (chemo)radiation. Radiother Oncol 2010, 97(2):194–199.CrossRefPubMed
12.
go back to reference Storto G, Nicolai E, Salvatore M: [18 F]FDG-PET-CT for early monitoring of tumor response: when and why. Q J Nucl Med Mol Imaging 2009, 53(2):167–180.PubMed Storto G, Nicolai E, Salvatore M: [18 F]FDG-PET-CT for early monitoring of tumor response: when and why. Q J Nucl Med Mol Imaging 2009, 53(2):167–180.PubMed
13.
14.
go back to reference van Westreenen HL, Westerterp M, Bossuyt PM, Pruim J, Sloof GW, van Lanschot JJ, Groen H, Pluukker JT: Systematic review of the staging performance of 18 F-fluorodeoxyglucose positron emission tomography in esophageal cancer. J Clin Oncol 2004, 22(18):3805–3812.CrossRefPubMed van Westreenen HL, Westerterp M, Bossuyt PM, Pruim J, Sloof GW, van Lanschot JJ, Groen H, Pluukker JT: Systematic review of the staging performance of 18 F-fluorodeoxyglucose positron emission tomography in esophageal cancer. J Clin Oncol 2004, 22(18):3805–3812.CrossRefPubMed
15.
go back to reference Flamen P, van Cutsem E, Lerut A, Cambier JP, Haustermans K, Bormans G, De Leyn P, van R, De Wever W, Ectors N, Maes A, Mortelmans L: Positron emission tomography for assessment of the response to induction radiochemotherapy in locally advanced oesophageal cancer. Ann Oncol 2002, 13(3):361–368.CrossRefPubMed Flamen P, van Cutsem E, Lerut A, Cambier JP, Haustermans K, Bormans G, De Leyn P, van R, De Wever W, Ectors N, Maes A, Mortelmans L: Positron emission tomography for assessment of the response to induction radiochemotherapy in locally advanced oesophageal cancer. Ann Oncol 2002, 13(3):361–368.CrossRefPubMed
16.
go back to reference Kim MK, Ryu JS, Kim SB, Ahn JH, Kim SY, Park SI, Kim YH, Shin JH, Jung HY, Lee GH, Choi KD, Cho KJ, Kim JH: Value of complete metabolic response by 18 F-fluorodeoxyglucose-positron emission tomography in oesophageal cancer for prediction of pathologic response and survival after preoperative chemoradiotherapy. Eur J Cancer 2007, 43(9):1385–1391.CrossRefPubMed Kim MK, Ryu JS, Kim SB, Ahn JH, Kim SY, Park SI, Kim YH, Shin JH, Jung HY, Lee GH, Choi KD, Cho KJ, Kim JH: Value of complete metabolic response by 18 F-fluorodeoxyglucose-positron emission tomography in oesophageal cancer for prediction of pathologic response and survival after preoperative chemoradiotherapy. Eur J Cancer 2007, 43(9):1385–1391.CrossRefPubMed
17.
go back to reference Courrech Staal EF, Aleman BM, Boot H, van Velthuysen ML, van TH, van Sandick JW: Systematic review of the benefits and risks of neoadjuvant chemoradiation for oesophageal cancer. Br J Surg 2010, 97(10):1482–1496.CrossRefPubMed Courrech Staal EF, Aleman BM, Boot H, van Velthuysen ML, van TH, van Sandick JW: Systematic review of the benefits and risks of neoadjuvant chemoradiation for oesophageal cancer. Br J Surg 2010, 97(10):1482–1496.CrossRefPubMed
18.
go back to reference Gebski V, Burmeister B, Smithers BM, Foo K, Zalcberg J, Simes J: Survival benefits from neoadjuvant chemoradiotherapy or chemotherapy in oesophageal carcinoma: a meta-analysis. Lancet Oncol 2007, 8(3):226–234.CrossRefPubMed Gebski V, Burmeister B, Smithers BM, Foo K, Zalcberg J, Simes J: Survival benefits from neoadjuvant chemoradiotherapy or chemotherapy in oesophageal carcinoma: a meta-analysis. Lancet Oncol 2007, 8(3):226–234.CrossRefPubMed
20.
go back to reference Omloo JM, van Heijl M, Hoekstra OS, van Berge Henegouwen MI, van Lanschot JJ, Sloof GW: FDG-PET parameters as prognostic factor in esophageal cancer patients: a review. Ann Surg Oncol 2011, 18(12):3338–3352.PubMedCentralCrossRefPubMed Omloo JM, van Heijl M, Hoekstra OS, van Berge Henegouwen MI, van Lanschot JJ, Sloof GW: FDG-PET parameters as prognostic factor in esophageal cancer patients: a review. Ann Surg Oncol 2011, 18(12):3338–3352.PubMedCentralCrossRefPubMed
21.
go back to reference Kwee TC, Takahara T, Niwa T: Diffusion-weighted whole-body imaging with background body signal suppression facilitates detection and evaluation of an anterior rib contusion. Clin Imaging 2010, 34(4):298–301.CrossRefPubMed Kwee TC, Takahara T, Niwa T: Diffusion-weighted whole-body imaging with background body signal suppression facilitates detection and evaluation of an anterior rib contusion. Clin Imaging 2010, 34(4):298–301.CrossRefPubMed
22.
go back to reference Lordick F, Ott K, Krause BJ: New trends for staging and therapy for localized gastroesophageal cancer: the role of PET. Ann Oncol 2010, 21(Suppl 7):vii294-vii299.PubMed Lordick F, Ott K, Krause BJ: New trends for staging and therapy for localized gastroesophageal cancer: the role of PET. Ann Oncol 2010, 21(Suppl 7):vii294-vii299.PubMed
23.
go back to reference Young H, Baum R, Cremerius U, Herholz K, Hoekstra O, Lammertsma AA, Pruim J, Price P, European Organization for Research and Treatment of Cancer (EORTC) PET Study Group: Measurement of clinical and subclinical tumour response using [18 F]-fluorodeoxyglucose and positron emission tomography: review and 1999 EORTC recommendations. Eur J Cancer 1999, 35(13):1773–1782.CrossRefPubMed Young H, Baum R, Cremerius U, Herholz K, Hoekstra O, Lammertsma AA, Pruim J, Price P, European Organization for Research and Treatment of Cancer (EORTC) PET Study Group: Measurement of clinical and subclinical tumour response using [18 F]-fluorodeoxyglucose and positron emission tomography: review and 1999 EORTC recommendations. Eur J Cancer 1999, 35(13):1773–1782.CrossRefPubMed
24.
go back to reference Hatt M, Visvikis D, Pradier O, Cheze-Le RC: Baseline 18 F-FDG PET image-derived parameters for therapy response prediction in oesophageal cancer. Eur J Nucl Med Mol Imaging 2011, 38(9):1595–1606.PubMedCentralCrossRefPubMed Hatt M, Visvikis D, Pradier O, Cheze-Le RC: Baseline 18 F-FDG PET image-derived parameters for therapy response prediction in oesophageal cancer. Eur J Nucl Med Mol Imaging 2011, 38(9):1595–1606.PubMedCentralCrossRefPubMed
25.
go back to reference Hatt M, Visvikis D, Albarghach NM, Tixier F, Pradier O, Cheze-Le RC: Prognostic value of 18 F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology. Eur J Nucl Med Mol Imaging 2011, 38(7):1191–1202.CrossRefPubMed Hatt M, Visvikis D, Albarghach NM, Tixier F, Pradier O, Cheze-Le RC: Prognostic value of 18 F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology. Eur J Nucl Med Mol Imaging 2011, 38(7):1191–1202.CrossRefPubMed
26.
go back to reference Necib H, Garcia C, Wagner A, Vanderlinden B, Emonts P, Hendlisz A, Flamen P, Buvat I: Detection and characterization of tumor changes in 18 F-FDG PET patient monitoring using parametric imaging. J Nucl Med 2011, 52(3):354–361.CrossRefPubMed Necib H, Garcia C, Wagner A, Vanderlinden B, Emonts P, Hendlisz A, Flamen P, Buvat I: Detection and characterization of tumor changes in 18 F-FDG PET patient monitoring using parametric imaging. J Nucl Med 2011, 52(3):354–361.CrossRefPubMed
27.
go back to reference Palie O, Michel P, Menard JF, Rousseau C, Rio E, Bridji B, Benyoucef A, Meyer ME, Jalali K, Bardet S, M'Vondo CM, Olivier P, Faure G, Itti E, Diana C, Houzard C, Mornex F, Di F, Vera P: The predictive value of treatment response using FDG PET performed on day 21 of chemoradiotherapy in patients with oesophageal squamous cell carcinoma. A prospective, multicentre study (RTEP3). Eur J Nucl Med Mol Imaging 2013, 40(9):1345–55.CrossRefPubMed Palie O, Michel P, Menard JF, Rousseau C, Rio E, Bridji B, Benyoucef A, Meyer ME, Jalali K, Bardet S, M'Vondo CM, Olivier P, Faure G, Itti E, Diana C, Houzard C, Mornex F, Di F, Vera P: The predictive value of treatment response using FDG PET performed on day 21 of chemoradiotherapy in patients with oesophageal squamous cell carcinoma. A prospective, multicentre study (RTEP3). Eur J Nucl Med Mol Imaging 2013, 40(9):1345–55.CrossRefPubMed
28.
go back to reference Herskovic A, Martz K, Al-Sarraf M, Leichman L, Brindle J, Vaitkevicius V, Cooper J, Byhardt R, Davis L, Emami B: Combined chemotherapy and radiotherapy compared with radiotherapy alone in patients with cancer of the esophagus. N Engl J Med 1992, 326(24):1593–8.CrossRefPubMed Herskovic A, Martz K, Al-Sarraf M, Leichman L, Brindle J, Vaitkevicius V, Cooper J, Byhardt R, Davis L, Emami B: Combined chemotherapy and radiotherapy compared with radiotherapy alone in patients with cancer of the esophagus. N Engl J Med 1992, 326(24):1593–8.CrossRefPubMed
29.
go back to reference Vermandel M, Fin L, Hapdey S, Bol A, Betrouni N, Daouk J, Gardin I, Lee J, Jounwaz R, Rousseau J, Huglo D: An easy-to-use phantom and protocol for weekly PET quality assessment: a multicenter study. Med Phys 2008, 35(9):3922–34.CrossRefPubMed Vermandel M, Fin L, Hapdey S, Bol A, Betrouni N, Daouk J, Gardin I, Lee J, Jounwaz R, Rousseau J, Huglo D: An easy-to-use phantom and protocol for weekly PET quality assessment: a multicenter study. Med Phys 2008, 35(9):3922–34.CrossRefPubMed
30.
go back to reference Tougeron D, Di Fiore F, Hamidou H, Rigal O, Paillot B, Michel P: Response to definitive chemoradiotherapy and survival in patients with an oesophageal adenocarcinoma versus squamous cell carcinoma: a matched-pair analysis. Oncology 2007, 73(5–6):328–34.CrossRefPubMed Tougeron D, Di Fiore F, Hamidou H, Rigal O, Paillot B, Michel P: Response to definitive chemoradiotherapy and survival in patients with an oesophageal adenocarcinoma versus squamous cell carcinoma: a matched-pair analysis. Oncology 2007, 73(5–6):328–34.CrossRefPubMed
31.
go back to reference Stahl A, Ott K, Schwaiger M, Weber WA: Comparison of different SUV-based methods for monitoring cytotoxic therapy with FDG PET. Eur J Nucl Med Mol Imaging 2004, 31(11):1471–8.CrossRefPubMed Stahl A, Ott K, Schwaiger M, Weber WA: Comparison of different SUV-based methods for monitoring cytotoxic therapy with FDG PET. Eur J Nucl Med Mol Imaging 2004, 31(11):1471–8.CrossRefPubMed
32.
go back to reference 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(9):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(9):1519–27.PubMed
33.
go back to reference Boellaard R, Oyen WJ, Hoekstra CJ, Hoekstra OS, Visser EP, Willemsen AT, Arends B, Verzijlbergen FJ, Zijlstra J, Paans AM, Comans EF, Pruim J: 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(12):2320–33.CrossRefPubMed Boellaard R, Oyen WJ, Hoekstra CJ, Hoekstra OS, Visser EP, Willemsen AT, Arends B, Verzijlbergen FJ, Zijlstra J, Paans AM, Comans EF, Pruim J: 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(12):2320–33.CrossRefPubMed
34.
go back to reference Boellaard R: Need for standardization of 18 F-FDG PET/CT for treatment response assessments. J Nucl Med 2011, 52(Suppl 2):93S-100S.CrossRefPubMed Boellaard R: Need for standardization of 18 F-FDG PET/CT for treatment response assessments. J Nucl Med 2011, 52(Suppl 2):93S-100S.CrossRefPubMed
35.
go back to reference Safar V, Dupuis J, Itti E, Jardin F, Fruchart C, Bardet S, Vera P, Copie-Bergman C, Rahmouni A, Tilly H, Meignan M, Haioun C: Interim [18 F]fluorodeoxyglucose positron emission tomography scan in diffuse large B-cell lymphoma treated with anthracycline-based chemotherapy plus rituximab. J Clin Oncol 2012, 30(2):184–90.CrossRefPubMed Safar V, Dupuis J, Itti E, Jardin F, Fruchart C, Bardet S, Vera P, Copie-Bergman C, Rahmouni A, Tilly H, Meignan M, Haioun C: Interim [18 F]fluorodeoxyglucose positron emission tomography scan in diffuse large B-cell lymphoma treated with anthracycline-based chemotherapy plus rituximab. J Clin Oncol 2012, 30(2):184–90.CrossRefPubMed
36.
go back to reference Geets X, Daisne JF, Tomsej M, Duprez T, Lonneux M, Gregoire V: Impact of the type of imaging modality on target volumes delineation and dose distribution in pharyngo-laryngeal squamous cell carcinoma: comparison between pre- and per-treatment studies. Radiother Oncol 2006, 78(3):291–7.CrossRefPubMed Geets X, Daisne JF, Tomsej M, Duprez T, Lonneux M, Gregoire V: Impact of the type of imaging modality on target volumes delineation and dose distribution in pharyngo-laryngeal squamous cell carcinoma: comparison between pre- and per-treatment studies. Radiother Oncol 2006, 78(3):291–7.CrossRefPubMed
37.
go back to reference Arslan N, Miller TR, Dehdashti F, Battafarano RJ, Siegel BA: Evaluation of response to neoadjuvant therapy by quantitative 2-deoxy-2-[18 F]fluoro- D -glucose with positron emission tomography in patients with esophageal cancer. Mol Imaging Biol 2002, 4(4):301–10.CrossRefPubMed Arslan N, Miller TR, Dehdashti F, Battafarano RJ, Siegel BA: Evaluation of response to neoadjuvant therapy by quantitative 2-deoxy-2-[18 F]fluoro- D -glucose with positron emission tomography in patients with esophageal cancer. Mol Imaging Biol 2002, 4(4):301–10.CrossRefPubMed
38.
go back to reference Roedl JB, Colen RR, Holalkere NS, Fischman AJ, Choi NC, Blake MA: Adenocarcinomas of the esophagus: response to chemoradiotherapy is associated with decrease of metabolic tumor volume as measured on PET-CT. Comparison to histopathologic and clinical response evaluation. Radiother Oncol 2008, 89(3):278–86.CrossRefPubMed Roedl JB, Colen RR, Holalkere NS, Fischman AJ, Choi NC, Blake MA: Adenocarcinomas of the esophagus: response to chemoradiotherapy is associated with decrease of metabolic tumor volume as measured on PET-CT. Comparison to histopathologic and clinical response evaluation. Radiother Oncol 2008, 89(3):278–86.CrossRefPubMed
39.
go back to reference El Naqa I, Grigsby P, Apte A, Kidd E, Donnelly E, Khullar D, Chaudhari S, Yang D, Schmitt , Laforest R, Throstad W, Deasy JO: Exploring feature-based approaches in PET images for predicting cancer treatment outcomes. Pattern Recognit 2009, 42(6):1162–71.PubMedCentralCrossRefPubMed El Naqa I, Grigsby P, Apte A, Kidd E, Donnelly E, Khullar D, Chaudhari S, Yang D, Schmitt , Laforest R, Throstad W, Deasy JO: Exploring feature-based approaches in PET images for predicting cancer treatment outcomes. Pattern Recognit 2009, 42(6):1162–71.PubMedCentralCrossRefPubMed
40.
go back to reference Tixier F, Le Rest CC, Hatt M, Albarghach N, Pradier O, Metges JP, Corcos L, Visvikis D: Intratumor heterogeneity characterized by textural features on baseline 18 F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer. J Nucl Med 2011, 52(3):369–78.PubMedCentralCrossRefPubMed Tixier F, Le Rest CC, Hatt M, Albarghach N, Pradier O, Metges JP, Corcos L, Visvikis D: Intratumor heterogeneity characterized by textural features on baseline 18 F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer. J Nucl Med 2011, 52(3):369–78.PubMedCentralCrossRefPubMed
41.
go back to reference Vera P, Kaminska A, Cieuta C, Hollo A, Stievenart JL, Gardin I, Ville D, Mangin JF, Plouin P, Dulac O, Chiron C: Use of subtraction ictal SPECT co-registered to MRI for optimizing the localization of seizure foci in children. J Nucl Med 1999, 40(5):786–92.PubMed Vera P, Kaminska A, Cieuta C, Hollo A, Stievenart JL, Gardin I, Ville D, Mangin JF, Plouin P, Dulac O, Chiron C: Use of subtraction ictal SPECT co-registered to MRI for optimizing the localization of seizure foci in children. J Nucl Med 1999, 40(5):786–92.PubMed
Metadata
Title
Monitoring tumour response during chemo-radiotherapy: a parametric method using FDG-PET/CT images in patients with oesophageal cancer
Authors
Pierre Vera
Bernard Dubray
Odré Palie
Irène Buvat
Sébastien Hapdey
Romain Modzelewski
Ahmed Benyoucef
Caroline Rousseau
Marc-Etienne Meyer
Stéphane Bardet
Isabelle Gardin
Frederic Di Fiore
Pierre Michel
Publication date
01-12-2014
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2014
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/2191-219X-4-12

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