Skip to main content
Top
Published in: Annals of Surgical Oncology 8/2015

01-08-2015 | Head and Neck Oncology

Intratumor Textural Heterogeneity on Pretreatment 18F-FDG PET Images Predicts Response and Survival After Chemoradiotherapy for Hypopharyngeal Cancer

Authors: Jungsu S. Oh, PhD, Bung Chul Kang, MD, Jong-Lyel Roh, MD, Jae Seung Kim, MD, Kyung-Ja Cho, MD, Sang-wook Lee, MD, Sung-Bae Kim, MD, Seung-Ho Choi, MD, Soon Yuhl Nam, MD, Sang Yoon Kim, MD

Published in: Annals of Surgical Oncology | Issue 8/2015

Login to get access

Abstract

Background

Increasing evidence suggests that intratumor heterogeneity of solid tumors characterized by textural features on 18-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) images is associated with response to chemoradiotherapy (CRT) and survival. The current study aimed to determine whether a similar relationship exists in hypopharyngeal squamous cell carcinoma (HPSCC).

Methods

This study investigated 27 patients with HPSCC who underwent cisplatin-based induction chemotherapy followed by definitive CRT underwent pretreatment 18F-FDG PET/CT. Standardized uptake value (SUV), metabolic tumor volume (MTV), and textural features (coarseness, busyness, complexity, and contrast) of primary tumors were measured. Patients were classified as nonresponders or responders according to the response evaluation criteria in solid tumors. The capacity of each parameter to classify response was assessed using the Mann–Whitney U test. Cox-proportional hazard models were used to identify variables associated with disease-free survival (DFS) and overall survival (OS).

Results

Of 70 patients, 58 (83 %) had complete or partial response after CRT. Responders showed lower maximum SUV (P = 0.037), lower MTV (P = 0.039), lower coarseness (P < 0.001), and busyness (P = 0.015) compared with nonresponders. Multivariate analysis showed that high coarseness (P = 0.001, hazard ratio [HR] 5.65; 95 % confidence interval [CI] 2.12–15.07) and busyness (P = 0.045; HR 2.56; 95 % CI 1.02–6.42) were independently associated with poor DFS, and that high coarseness (P = 0.013; HR 2.48; 95 % CI 1.21–5.09) was independently associated with poor OS.

Conclusion

Abnormal coarseness in baseline 18F-FDG PET scans may be useful for predicting response and survival after CRT in HPSCC patients.
Appendix
Available only for authorised users
Literature
1.
go back to reference Cirkel GA, Gadellaa-van Hooijdonk CG, Koudijs MJ, Willems SM, Voest EE. Tumor heterogeneity and personalized cancer medicine: are we being outnumbered? Future Oncol. 2014;10:417–28.PubMedCrossRef Cirkel GA, Gadellaa-van Hooijdonk CG, Koudijs MJ, Willems SM, Voest EE. Tumor heterogeneity and personalized cancer medicine: are we being outnumbered? Future Oncol. 2014;10:417–28.PubMedCrossRef
2.
go back to reference Eary JF, O’Sullivan F, O’Sullivan J, Conrad EU. Spatial heterogeneity in sarcoma 18F-FDG uptake as a predictor of patient outcome. J Nucl Med. 2008;49:1973–9.PubMedCentralPubMedCrossRef Eary JF, O’Sullivan F, O’Sullivan J, Conrad EU. Spatial heterogeneity in sarcoma 18F-FDG uptake as a predictor of patient outcome. J Nucl Med. 2008;49:1973–9.PubMedCentralPubMedCrossRef
3.
go back to reference El Naqa I, Grigsby PW, Aptea A, et al. Exploring feature-based approaches in PET images for predicting cancer treatment outcomes. Pattern Recognit. 2009;42:1162–71.PubMedCentralPubMedCrossRef El Naqa I, Grigsby PW, Aptea A, et al. Exploring feature-based approaches in PET images for predicting cancer treatment outcomes. Pattern Recognit. 2009;42:1162–71.PubMedCentralPubMedCrossRef
4.
go back to reference Yu H, Caldwell C, Mah K, Poon I, Balogh J, MacKenzie R, et al. Automated radiation targeting in head-and-neck cancer using region-based texture analysis of PET and CT images. Int J Radiat Oncol Biol Phys. 2009;75:618–25.PubMedCrossRef Yu H, Caldwell C, Mah K, Poon I, Balogh J, MacKenzie R, et al. Automated radiation targeting in head-and-neck cancer using region-based texture analysis of PET and CT images. Int J Radiat Oncol Biol Phys. 2009;75:618–25.PubMedCrossRef
5.
go back to reference Yu H, Caldwell C, Mah K, Mozeg D. Coregistered FDG PET/CT-based textural characterization of head and neck cancer for radiation treatment planning. IEEE Trans Med Imaging. 2009;28:374–83.PubMedCrossRef Yu H, Caldwell C, Mah K, Mozeg D. Coregistered FDG PET/CT-based textural characterization of head and neck cancer for radiation treatment planning. IEEE Trans Med Imaging. 2009;28:374–83.PubMedCrossRef
6.
go back to reference Tixier F, Le Rest CC, Hatt M, et al. Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer. J Nucl Med. 2011;52:369–78.PubMedCentralPubMedCrossRef Tixier F, Le Rest CC, Hatt M, et al. Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer. J Nucl Med. 2011;52:369–78.PubMedCentralPubMedCrossRef
7.
go back to reference Cook GJ, Yip C, Siddique M, et al. Are pretreatment 18F-FDG PET tumor textural features in non–small cell lung cancer associated with response and survival after chemoradiotherapy? J Nucl Med. 2013;54:19–26.PubMedCrossRef Cook GJ, Yip C, Siddique M, et al. Are pretreatment 18F-FDG PET tumor textural features in non–small cell lung cancer associated with response and survival after chemoradiotherapy? J Nucl Med. 2013;54:19–26.PubMedCrossRef
8.
go back to reference Antoch G, Saoudi N, Kuehl H, et al. Accuracy of whole-body dual-modality fluorine-18-2-fluoro-2-deoxy-d-glucose positron emission tomography and computed tomography (FDG-PET/CT) for tumor staging in solid tumors: comparison with CT and PET. J Clin Oncol. 2004;22:4357–68.PubMedCrossRef Antoch G, Saoudi N, Kuehl H, et al. Accuracy of whole-body dual-modality fluorine-18-2-fluoro-2-deoxy-d-glucose positron emission tomography and computed tomography (FDG-PET/CT) for tumor staging in solid tumors: comparison with CT and PET. J Clin Oncol. 2004;22:4357–68.PubMedCrossRef
9.
go back to reference Lonneux M, Hamoir M, Reychler H, et al. Positron emission tomography with [18F] fluorodeoxyglucose improves staging and patient management in patients with head and neck squamous cell carcinoma: a multicenter prospective study. J Clin Oncol. 2010;28:1190–5.PubMedCrossRef Lonneux M, Hamoir M, Reychler H, et al. Positron emission tomography with [18F] fluorodeoxyglucose improves staging and patient management in patients with head and neck squamous cell carcinoma: a multicenter prospective study. J Clin Oncol. 2010;28:1190–5.PubMedCrossRef
10.
go back to reference Schöder H, Fury M, Lee N, Kraus D. PET monitoring of therapy response in head and neck squamous cell carcinoma. J Nucl Med. 2009;50(Suppl 1):74S–88S.PubMedCrossRef Schöder H, Fury M, Lee N, Kraus D. PET monitoring of therapy response in head and neck squamous cell carcinoma. J Nucl Med. 2009;50(Suppl 1):74S–88S.PubMedCrossRef
11.
go back to reference Moeller BJ, Rana V, Cannon BA, et al. Prospective risk-adjusted [18F] fluorodeoxyglucose positron emission tomography and computed tomography assessment of radiation response in head and neck cancer. J Clin Oncol. 2009;27:2509–15.PubMedCentralPubMedCrossRef Moeller BJ, Rana V, Cannon BA, et al. Prospective risk-adjusted [18F] fluorodeoxyglucose positron emission tomography and computed tomography assessment of radiation response in head and neck cancer. J Clin Oncol. 2009;27:2509–15.PubMedCentralPubMedCrossRef
12.
go back to reference Wahl RL, Jacene H, Kasamon Y, Loddge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(Suppl 1):122S–50S.PubMedCentralPubMedCrossRef Wahl RL, Jacene H, Kasamon Y, Loddge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(Suppl 1):122S–50S.PubMedCentralPubMedCrossRef
13.
go back to reference Chung MK, Jeong HS, Park SG, et al. Metabolic tumor volume of [18F]-fluorodeoxyglucose positron emission tomography/computed tomography predicts short-term outcome to radiotherapy with or without chemotherapy in pharyngeal cancer. Clin Cancer Res. 2009;15:5861–8.PubMedCrossRef Chung MK, Jeong HS, Park SG, et al. Metabolic tumor volume of [18F]-fluorodeoxyglucose positron emission tomography/computed tomography predicts short-term outcome to radiotherapy with or without chemotherapy in pharyngeal cancer. Clin Cancer Res. 2009;15:5861–8.PubMedCrossRef
14.
go back to reference Dibble EH, Alvarez AC, Truong MT, Mercier G, Cook EF, Subramaniam RM. 18F-FDG metabolic tumor volume and total glycolytic activity of oral cavity and oropharyngeal squamous cell cancer: adding value to clinical staging. J Nucl Med. 2012;53:709–15.PubMedCrossRef Dibble EH, Alvarez AC, Truong MT, Mercier G, Cook EF, Subramaniam RM. 18F-FDG metabolic tumor volume and total glycolytic activity of oral cavity and oropharyngeal squamous cell cancer: adding value to clinical staging. J Nucl Med. 2012;53:709–15.PubMedCrossRef
15.
go back to reference Amadasun M, King R. Textural features corresponding to textural properties. IEEE Trans Systems Man Cybern. 1989;19:1264–74.CrossRef Amadasun M, King R. Textural features corresponding to textural properties. IEEE Trans Systems Man Cybern. 1989;19:1264–74.CrossRef
16.
go back to reference Carvalho AL, Nishimoto IN, Califano JA, Kowalski LP. Trends in incidence and prognosis for head and neck cancer in the United States: a site-specific analysis of the SEER database. Int J Cancer. 2005;114:806–16.PubMedCrossRef Carvalho AL, Nishimoto IN, Califano JA, Kowalski LP. Trends in incidence and prognosis for head and neck cancer in the United States: a site-specific analysis of the SEER database. Int J Cancer. 2005;114:806–16.PubMedCrossRef
17.
go back to reference Wycliffe ND, Grover RS, Kim PD, Simental A Jr. Hypopharyngeal cancer. Top Magn Reson Imaging. 2007;18:243–58.PubMedCrossRef Wycliffe ND, Grover RS, Kim PD, Simental A Jr. Hypopharyngeal cancer. Top Magn Reson Imaging. 2007;18:243–58.PubMedCrossRef
18.
go back to reference Lefebvre JL. Candidates for larynx preservation: the next step? Oncologist. 2010;15(Suppl 3):30–2.PubMedCrossRef Lefebvre JL. Candidates for larynx preservation: the next step? Oncologist. 2010;15(Suppl 3):30–2.PubMedCrossRef
19.
go back to reference Morris LG, Sikora AG, Patel SG, Hayes RB, Ganly I. Second primary cancers after an index head and neck cancer: subsite-specific trends in the era of human papillomavirus-associated oropharyngeal cancer. J Clin Oncol. 2011;29:739–46.PubMedCentralPubMedCrossRef Morris LG, Sikora AG, Patel SG, Hayes RB, Ganly I. Second primary cancers after an index head and neck cancer: subsite-specific trends in the era of human papillomavirus-associated oropharyngeal cancer. J Clin Oncol. 2011;29:739–46.PubMedCentralPubMedCrossRef
20.
go back to reference Lee DH, Roh JL, Baek S, et al. Second cancer incidence, risk factor, and specific mortality in head and neck squamous cell carcinoma. Otolaryngol Head Neck Surg. 2013;149:579–86.PubMedCrossRef Lee DH, Roh JL, Baek S, et al. Second cancer incidence, risk factor, and specific mortality in head and neck squamous cell carcinoma. Otolaryngol Head Neck Surg. 2013;149:579–86.PubMedCrossRef
21.
go back to reference Edge SB, Byrd DR, Compton CC, Fritz AG, Greene FL, Trotti A (eds). AJCC cancer staging manual. 7th ed. New York: Springer; 2010, p. 41–56. Edge SB, Byrd DR, Compton CC, Fritz AG, Greene FL, Trotti A (eds). AJCC cancer staging manual. 7th ed. New York: Springer; 2010, p. 41–56.
22.
go back to reference Therasse P, Arbuck SG, Eisenhauer EA, et al. New guidelines to evaluate the response to treatment in solid tumors (RECIST guidelines). J Natl Cancer Inst. 2000;92:205–16.PubMedCrossRef Therasse P, Arbuck SG, Eisenhauer EA, et al. New guidelines to evaluate the response to treatment in solid tumors (RECIST guidelines). J Natl Cancer Inst. 2000;92:205–16.PubMedCrossRef
23.
go back to reference Lasnon C, Desmonts C, Quak E, Gervais R, Do P, Dubos-Arvis C, Aide N. Harmonizing SUVs in multicentre trials using different generation PET systems: prospective validation in non-small cell lung cancer patients. Eur J Nucl Med Mol Imaging. 2013;40:985–96.PubMedCentralPubMedCrossRef Lasnon C, Desmonts C, Quak E, Gervais R, Do P, Dubos-Arvis C, Aide N. Harmonizing SUVs in multicentre trials using different generation PET systems: prospective validation in non-small cell lung cancer patients. Eur J Nucl Med Mol Imaging. 2013;40:985–96.PubMedCentralPubMedCrossRef
24.
go back to reference Boellaard R, O’Doherty MJ, Weber WA, et al. FDG PET and PET/CT: EANM procedure guidelines for tumor PET imaging: version 1.0. Eur J Nucl Med Mol Imaging. 2010;37:181–200.PubMedCentralPubMedCrossRef Boellaard R, O’Doherty MJ, Weber WA, et al. FDG PET and PET/CT: EANM procedure guidelines for tumor PET imaging: version 1.0. Eur J Nucl Med Mol Imaging. 2010;37:181–200.PubMedCentralPubMedCrossRef
25.
go back to reference Lee P, Weerasuriya DK, Lavori PW, et al. Metabolic tumor burden predicts for disease progression and death in lung cancer. Int J Radiat Oncol Biol Phys. 2007;69:328–33.PubMedCrossRef Lee P, Weerasuriya DK, Lavori PW, et al. Metabolic tumor burden predicts for disease progression and death in lung cancer. Int J Radiat Oncol Biol Phys. 2007;69:328–33.PubMedCrossRef
26.
go back to reference Haralick RM, Shanmugam K, Dinstein I. Texture features for image classification. IEEE Trans Syst Man Cybern. 1973;S3:610–21.CrossRef Haralick RM, Shanmugam K, Dinstein I. Texture features for image classification. IEEE Trans Syst Man Cybern. 1973;S3:610–21.CrossRef
27.
go back to reference Tixier F, Hatt M, Le Rest CC, Le Pogam A, Corcos L, Visvikis D. Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET. J Nucl Med. 2012;53:693–700.PubMedCentralPubMedCrossRef Tixier F, Hatt M, Le Rest CC, Le Pogam A, Corcos L, Visvikis D. Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET. J Nucl Med. 2012;53:693–700.PubMedCentralPubMedCrossRef
28.
go back to reference Ganeshan B, Goh V, Mandeville HC, Ng QS, Hoskin PJ, Miles KA. Non–small cell lung cancer: histopathologic correlates for texture parameters at CT. Radiology. 2013;266:326–36.PubMedCrossRef Ganeshan B, Goh V, Mandeville HC, Ng QS, Hoskin PJ, Miles KA. Non–small cell lung cancer: histopathologic correlates for texture parameters at CT. Radiology. 2013;266:326–36.PubMedCrossRef
Metadata
Title
Intratumor Textural Heterogeneity on Pretreatment 18F-FDG PET Images Predicts Response and Survival After Chemoradiotherapy for Hypopharyngeal Cancer
Authors
Jungsu S. Oh, PhD
Bung Chul Kang, MD
Jong-Lyel Roh, MD
Jae Seung Kim, MD
Kyung-Ja Cho, MD
Sang-wook Lee, MD
Sung-Bae Kim, MD
Seung-Ho Choi, MD
Soon Yuhl Nam, MD
Sang Yoon Kim, MD
Publication date
01-08-2015
Publisher
Springer US
Published in
Annals of Surgical Oncology / Issue 8/2015
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-014-4284-3

Other articles of this Issue 8/2015

Annals of Surgical Oncology 8/2015 Go to the issue