Combined PET/CT image characteristics for radiotherapy tumor response in lung cancer

Radiotherapy and Oncology

Volumn 102, Issue 2, 2012, Pages 239-245

  Vaidya, Manushka ^a   Creach, Kimberly M ^a   Frye, Jennifer ^a   Dehdashti, Farrokh ^a   Bradley, Jeffrey D ^a   El Naqa, Issam ^a,b  

^a WASHINGTON UNIVERSITY   (United States)

^b MCGILL UNIVERSITY   (Canada)

Author keywords

Lung cancer outcomes; Multimodality analysis; Pattern recognition; PET CT imaging; Radiotherapy

Indexed keywords

ADULT; AGED; ARTICLE; CANCER RADIOTHERAPY; CLINICAL ARTICLE; COMPUTER ASSISTED EMISSION TOMOGRAPHY; DOSIMETRY; FEMALE; HUMAN; LUNG NON SMALL CELL CANCER; MALE; PREDICTION; PRIORITY JOURNAL; RADIATION RESPONSE; TREATMENT FAILURE; TREATMENT RESPONSE;

AGED; AGED, 80 AND OVER; CARCINOMA, NON-SMALL-CELL LUNG; DISEASE PROGRESSION; FEMALE; HUMANS; LUNG NEOPLASMS; MALE; MIDDLE AGED; MODELS, STATISTICAL; NEOPLASM STAGING; PATTERN RECOGNITION, AUTOMATED; POSITRON-EMISSION TOMOGRAPHY AND COMPUTED TOMOGRAPHY; PREDICTIVE VALUE OF TESTS; RADIATION DOSAGE; RETROSPECTIVE STUDIES; TREATMENT OUTCOME;

EID: 84857636637     PISSN: 01678140     EISSN: 18790887     Source Type: Journal    
DOI: 10.1016/j.radonc.2011.10.014     Document Type: Article

References (27)

1. American Cancer Society, Cancer Facts and Figures 2011, Atlanta: American Cancer Society, 2011.
2. A. Jemal, R. Siegel, and E. Ward Cancer Statistics, 2008 CA Cancer J Clin 58 2008 71 96
3. Curran WJ, Scott CB, Langer CJ, et al. Long-term benefit is observed in a phase III comparison of sequential vs concurrent chemo-radiation for patients with unresected stage III NSCLC: RTOG 9410. Proc Am Soc Clin Oncol (abstr) 2003.
4. K. Furuse, M. Fukuoka, and M. Kawahara Phase III study of concurrent versus sequential thoracic radiotherapy in combination with mitomycin, vindesine, and cisplatin in unresectable stage III non-small-cell lung cancer J Clin Oncol 17 1999 2692 2699
5. W. Sause, P. Kolesar, and S.I. Taylor Final results of phase III trial in regionally advanced unresectable non-small cell lung cancer: Radiation Therapy Oncology Group, Eastern Cooperative Oncology Group, and Southwest Oncology Group Chest 117 2000 358 364
6. C.A. Perez, M. Bauer, S. Edelstein, B.W. Gillespie, and R. Birch Impact of tumor control on survival in carcinoma of the lung treated with irradiation Int J Radiat Oncol Biol Phys 12 1986 539 547
7. C. Schaake-Koning, W. van den Bogaert, and O. Dalesio Effects of concomitant cisplatin and radiotherapy on inoperable non-small-cell lung cancer N Engl J Med 326 1992 524 530
8. P.W. Grigsby, B.A. Siegel, F. Dehdashti, J. Rader, and I. Zoberi Posttherapy [18F] fluorodeoxyglucose positron emission tomography in carcinoma of the cervix: response and outcome J Clin Oncol 22 2004 2167 2171
9. R.J. Hicks, M.P. Mac Manus, and J.P. Matthews Early FDG-PET imaging after radical radiotherapy for non-small-cell lung cancer: Inflammatory changes in normal tissues correlate with tumor response and do not confound therapeutic response evaluation Int J Radiat Oncol Biol Phys 60 2004 412 418
10. V. Kalff, C. Duong, E.G. Drummond, J.P. Hicks, and R.J. Matthews Findings on 18F-FDG PET scans after neoadjuvant chemoradiation provides prognostic stratification in patients with locally advanced rectal carcinoma subsequently treated by radical surgery J Nucl Med 47 2006 14 22
11. S.F. Petit, H.J.W.L. Aerts, and J.G.M. van Loon Metabolic control probability in tumour subvolumes or how to guide tumour dose redistribution in non-small cell lung cancer (NSCLC): An exploratory clinical study Radiother Oncol 91 2009 393 398
12. J. van Loon, C. Offermann, and M. Ollers Early CT and FDG-metabolic tumour volume changes show a significant correlation with survival in stage I-III small cell lung cancer: A hypothesis generating study Radiother Oncol 99 2011 172 175
13. R.G. van Stiphout, G. Lammering, and J. Buijsen Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging Radiother Oncol 98 2011 126 133
14. T. Gupta, S. Jain, and J.P. Agarwal 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 97 2010 194 199
15. L. Strauss, and P.S. Conti The Applications of PET in Clinical Oncology J Nucl Med 32 1991 623 648
16. R.J. Hicks Role of 18F-FDG PET in assessment of response in non-small cell lung cancer J Nucl Med 50 2009 31S 42S
17. I. El Naqa, P.W. Grigsby, and A. Apte Exploring feature-based approaches in PET images for predicting cancer treatment outcomes Pattern Recogn 42 2009 1162 1171
18. L. Boucher, S. Rodrigue, R. Lecomte, and F. Benard Respiratory gating for 3-dimensional PET of the thorax: feasibility and initial results J Nucl Med 45 2004 214 219
19. S.A. Nehmeh, and Y.E. Erdi Respiratory motion in position emission tomography/computed tomography A Review. Semin Nucl Med 38 2008 167 176
20. J.D. Wright, F. Dehdashti, and T.J. Herzog Preoperative lymph node staging of early-stage cervical carcinoma by [18F]-fluoro-2-deoxy-D-glucose- positron emission tomography Cancer 104 2005 2484 2491
21. J.O. Deasy, A.I. Blanco, and V.H. Clark CERR: A Computational Environment for Radiotherapy Research Med Phys 30 2003 979 985
22. J. Bradley, W.L. Thorstad, and S. Mutic Impact of FDG-PET on radiation therapy volume delineation in non-small-cell lung cancer Int J Radiat Oncol Biol Phys 59 2004 78 86
23. I. El Naqa, D.A. Low, J.D. Bradley, M. Vicic, and J.O. Deasy Deblurring of breathing motion artifacts in thoracic PET images by deconvolution methods Med Phys 33 2006 3587 3600
24. R. Haralick, K. Shanmugam, and I. Dinstein Texture Features for Image Classification IEEE Trans. on Sys. Man. and Cyb. SMC 3 1973 610 621
25. El Naqa I, Deasy JO, Mu Y, et al. Datamining approaches for modeling tumor control probability. Acta Oncol 2010.
26. I. El Naqa, J.D. Bradley, and P.E. Lindsay Multi-variable modeling of radiotherapy outcomes including dose-volume and clinical factors Int J Radiat Oncol Biol Phys 64 2006 1275 1286
27. I. El Naqa, G. Suneja, and P.E. Lindsay Dose response explorer: an integrated open-source tool for exploring and modelling radiotherapy dose-volume outcome relationships Phys Med Biol 51 2006 5719 5735