|Year : 2019 | Volume
| Issue : 1 | Page : 21-27
Role of pretreatment fluorodeoxyglucose positron emission tomography quantitative parameters in prognostication of head-and-neck squamous cell carcinoma
Narayana Subramaniam1, Deepak Balasubramanian1, P Shanmuga Sundaram2, Samskruthi Murthy1, Krishnakumar Thankappan1, Subramania Iyer1
1 Department of Head and Neck Oncology, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
2 Department of Nuclear Medicine, Amrita Institute of Medical Sciences, Amrita Vidya Vidyapeetham, Kochi, Kerala, India
|Date of Web Publication||16-Apr-2019|
Department of Head and Neck Oncology, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Kochi, Kerala
Source of Support: None, Conflict of Interest: None
In spite of the good organ preservation strategies available for locally advanced head-and-neck squamous cell carcinoma (HNSCC), failure rates have been reported to be as high as 35%–50%. There has been an increasing interest in predicting response to treatment, to aid early intervention and better outcomes. Fluoro-2-deoxy-D-glucose-positron emission tomography (FDG-PET) is a standard modality for posttreatment evaluation; however, it is still underutilized as a pretreatment investigative modality. Several articles have described quantitative parameters in pretreatment FDG-PET to prognosticate patients and determine the likelihood of response to treatment; however, they are still not used commonly. This article was a review of the literature available on pretreatment FDG-PET quantitative parameters and their value in predicting failure. A thorough review of literature from MEDLINE and EMBASE was performed on pretreatment quantitative parameters in HNSCC. Metabolic tumor volume (MTV) and total lesion glycolysis (TLG) were reliable parameters to predict response to organ preservation therapy, disease-free survival, and overall survival. Maximum SUV (SUVmax) was an inconsistent parameter. MTV and TLG may help predict poor response to organ preservation to initiate early surgical salvage or modify therapeutic decisions to optimize clinical outcomes. Routine use may provide additional information over SUVmax alone.
Keywords: Fluorodeoxyglucose-positron emission tomography, fluorodeoxyglucose-positron emission tomography quantitative markers, head-and-neck squamous cell carcinoma, organ preservation
|How to cite this article:|
Subramaniam N, Balasubramanian D, Sundaram P S, Murthy S, Thankappan K, Iyer S. Role of pretreatment fluorodeoxyglucose positron emission tomography quantitative parameters in prognostication of head-and-neck squamous cell carcinoma. Indian J Med Paediatr Oncol 2019;40:21-7
|How to cite this URL:|
Subramaniam N, Balasubramanian D, Sundaram P S, Murthy S, Thankappan K, Iyer S. Role of pretreatment fluorodeoxyglucose positron emission tomography quantitative parameters in prognostication of head-and-neck squamous cell carcinoma. Indian J Med Paediatr Oncol [serial online] 2019 [cited 2019 Sep 22];40:21-7. Available from: http://www.ijmpo.org/text.asp?2019/40/1/21/256167
| Introduction|| |
Locally advanced head-and-neck squamous cell carcinoma (HNSCC) radical treatment options are most often either radiation therapy with concurrent chemotherapy or surgery, depending on subsite, patient's performance status, comorbidities, and choice. Particularly in larynx, hypopharynx, and oropharynx, organ preservation protocols have been popularized which use a combination of radiotherapy with chemotherapy and/or biological agents because of improved clinical outcomes when compared to the use of radiotherapy alone; however, locoregional failure rates have been reported to be as high as 30%–50% and these multimodal approaches are also associated with significant short- and long-term morbidity. As a result, there has been an increasing interest in predicting response to treatment – factors that predict a poor response to treatment – and early identification of a suboptimal therapeutic response would be valuable in ceasing or intensifying ineffective treatment early on, reducing the associated morbidity and, if possible, increasing the chance of cure. In organ preservation protocols, studies reflect that posttherapy fluoro-2-deoxy-D-glucose-positron emission tomography (FDG-PET) scans performed before 12 weeks have lower negative predictive value for detecting residual disease; hence, to avoid this delay in detecting nonresponders, there has been an interest in predicting therapeutic response from pretreatment or early-treatment FDG-PET scans.,
| Clinical and Research Consequences|| |
Factors determining prognosis in advanced head-and-neck squamous cell carcinoma
The important clinical factors that determine the prognosis of HNSCC include age and performance status, subsite, and tumor stage. For laryngohypopharyngeal cancers, the major determinants for staging the tumor are vocal cord fixity, extralaryngeal spread, and cartilage invasion; computed tomography (CT) may have difficulties in determining these in advanced tumors and magnetic resonance imaging (MRI) tends to overstage the tumor in the presence of inflammation, leading to poor specificity.,,, FDG-PET scans provide direct information on tumor metabolism; malignant tissues have been demonstrated to selectively upregulate glucose transporters, glut-1 and glut-3, and hexokinase activity, leading to increased glycolysis, the degree of which may be linked directly to the clinical behavior of the tumor., Analysis of the uptake of 2-(18 F)-FDG yields several parameters that yield clinical information, such as standardized uptake value (SUV), metabolic rate, inverse coefficient of variation, and others.
Influence of factors determining prognosis on management
The importance of pretreatment prognostic indices seems to be in the prediction of disease-free survival and/or locoregional control, depending on which index is used.,, By identifying tumors that are less likely to be locoregionally controlled, early discontinuation of suboptimal treatment may confer better outcomes. In addition, postchemoradiation FDG-PET scans have a high negative predictive value (up to 95%) but considerably lower specificity and positive predictive value; hence, an unequivocal response to treatment can be a considerable challenge. Identifying patients likely to have locoregional failure may also lower the threshold for salvage surgery in these patients.
Integrating positron emission tomography use into routine management of head-and-neck squamous cell carcinoma
The role of FDG-PET in HNSCC has been established in organ preservation therapy,,, in a post-treatment setting for locoregionally advanced disease,, metastasis of unknown origin, and for the detection of second primary tumors or recurrent disease. Although pretreatment FDG-PET has shown increased sensitivity and specificity in staging HNSCC compared to conventional cross-sectional imaging, the reasons for its limited utilization in this setting may be attributed to its cost, poor anatomical resolution, and availability. However, additional prognostic information conveyed by the use of FDG-PET may favor its use in certain clinical settings.
| Positron Emission Tomography Quantitative Parameters|| |
Maximum standardized uptake value
Maximum SUV (SUVmax) is the most common parameter used to estimate metabolic activity in FDG-PET CT, based on the principle that malignant cells have increased FDG uptake compared to the surrounding tissue; it has been shown to correlate with metabolic activity, proliferation, and, in some instances, even prognosis. SUV is calculated by the expression SUV = r/(a'/w), where r is radioactivity concentration in kBq/ml measured by the PET scanner within the region of interest, a' is the decay-corrected quantity of intravenous radiolabeled FDG tracer, and w is the weight of the patient in grams, which acts as a surrogate for total volume of distribution for the tracer. Hence, it is assumed that if the18FDG is distributed evenly throughout the body the SUV will be 1. The SUVmax refers to the maximum SUV in the region of interest.
In head-and-neck cancers specifically, the role of SUVmax has been studied extensively. Schwartz et al. showed that HNSCC patients undergoing definitive radiotherapy (including postoperative adjuvant radiation) with or without chemotherapy with a pretreatment SUVmax of >9 had poorer local control and disease-free survival. Torizuka et al. showed that pretreatment SUVmax over 7 was associated with worse 2-year local control rates and disease-free survival. Similar data showed a general prognostic trend but were not potentially practice altering; subsequent studies were focused on identifying response to treatment to predict candidates whose treatment was likely to fail, in order to escalate or change the treatment modality. This was demonstrated by altering the timing of FDG-PET CT evaluation.
Brun et al. performed 2 FDG-PET CTs: one pretreatment and the second on average after delivery of 24 Gy and compared the two. There was a statistically significant difference between complete remission, overall survival, and locoregional control rate between the low and high values of metabolic rate and SUVmax. They noted that metabolic rate was a superior index compared to SUVmax. These results, however, were not universal. Castaldi et al. performed pretreatment, post 2-week treatment (early), and post 8 to 12-week treatment (late) PET CTs. They found no correlation with pretreatment or post 2-week treatment value, but post 8 to 12-week treatment (“late”) scans with SUVmax over 8.7 were associated with lower rates of recurrence-free survival and disease-specific survival. Hentschel et al. performed FDG-PET CT post 1 or 2 weeks' treatment, showing that a fall in SUVmax by 50% or more from the baseline was associated with improved locoregional control rates.
Cumulative data showed that SUVmax was a more complex parameter of tumor activity than initially thought; rather than an isolated prognostic factor, clinical implications were stronger when using it serially as a surrogate marker for an alteration in the metabolic activity of the tumor based on the response to treatment. Furthermore, these inconsistencies fueled the search for a more robust, reliable FDG-PET CT parameter to predict tumor response.
Factors affecting standardized uptake value
The factors affecting SUV are broadly divided into biological, technological, and local factors. Some of the biological factors include body weight and composition, body surface area, and respiratory movement; the first two may especially be relevant in patients on chemoradiation who may have significant weight loss. Technical factors have been eliminated to some extent by standardizing protocols, but it is recommended that serial PET evaluation is performed in the same center by the same machine, with the same dosage of FDG and the same interval between injection and imaging to minimize variability. Local factors may be especially relevant in a posttreatment setting – inflammation can mimic malignancy, especially in a postradiotherapy setting, producing an overestimation of tumor size or a false-positive result.
Inconsistencies in using standardized uptake value as a parameter
The aforementioned factors may be the reason for the inconsistent performance of SUV. Hence, newer parameters were studied and several showed a more durable response when compared to SUVmax. Higgins et al. showed in their study on 88 patients of primary oropharyngeal and laryngeal SCC that pretreatment FDG-PET CT-derived SUVmean was associated with a decreased disease-free survival (P = 0.01). They found no statistical significance between pretreatment SUVmax or total lesion glycolysis (TLG) and patient outcomes. A study by Schinagl et al. reported PETVIS(a visual interpretation parameter from the PET) and GTVCT(tumor volume as determined by CT) as the only parameters that could predict disease-free survival, distant metastasis-free survival, and overall survival, but SUVmean and SUVmax could not. Their literature review further showed that out of a total of 15 studies that used SUVmax to predict treatment outcome, only 8 could establish a statistically significant relationship,,,,,,,, whereas 7 could not.,,,,,, The reasons for this, besides those mentioned earlier, include considerable heterogeneity in treatment modalities, use of several varied end points, and the difference between SUVmax of the primary tumor and the lymph node metastases. Of the eight studies that showed statistical significance, 55% of the patients (227 patients) underwent primary surgery as treatment modality. From the existing data, the only definitive conclusion that can be drawn is that SUVmax is still unsubstantiated as a standalone parameter that can predict treatment response, either as a single value or even serially.
Metabolic tumor volume
Metabolic tumor volume (MTV) is a fairly novel parameter, defined as the volume of tumor tissue that shows increased FDG uptake and represents both metabolic activity and three-dimensional volumetric data, unlike SUVmax. MTV is considered a more accurate marker of tumor metabolic activity. MTV is defined as the hypermetabolic tissue within the region of interest that has an SUV of 2.5 or more. Although T-staging for larynx does not strictly include size of the tumor, there have been studies showing that tumor volume determined by imaging has a prognostic value, making MTV an interesting tool to determine prognostication of HNSCC treated by chemoradiation. Hence, MTV was evaluated as a prognostic indicator by predicting locoregional control rates and recurrence rates and overall and disease-free survival in pre- and post-treatment settings.
Chung et al. published one of the first studies on the role of MTV in predicting response to radiotherapy or chemoradiation in pharyngeal cancer. Their retrospective study was to determine the role of pretreatment FDG-PET-derived MTV values in 82 patients in predicting short outcome and disease-free survival. Their study demonstrated that, with an MTV of >40 ml, there was a significantly lower chance of complete response (using RECIST criteria) or no recurrence. In a multivariate analysis, these patients also had a significantly lower disease-free survival. They found no correlation with outcomes and SUV. Interestingly, they were also able to derive a correlation between the range of MTV and each clinical T-stage and N-stage. The range of MTV for each clinical T-stage was wide (e.g., cT2 ranged from 6.68 to 67.1 ml), possibly because of the third dimensional component of the tumor that cannot be assessed clinically. Furthermore, they found that with MTV, even if the tumor had a complete response to chemoradiation, patients tended to have a distant failure at a later date. They found that MTV did not have a correlation with SUV, and patients who had a high SUV but a low MTV had good clinical outcomes.
La et al. studied the role of pretreatment MTV in predicting recurrence and/or death in locally advanced HNSCC. They showed that an increase of MTV by 17.4 ml was associated with a 1.9-fold increase in the likelihood of recurrence and a 2.1-fold increase in the likelihood of death. They also demonstrated a significant correlation between MTV and survival (both overall survival and disease-free survival). They found a significant correlation between MTV and GTV (gross tumor volume) but no relation between SUV and outcomes. Murphy et al. studied 47 patients treated with radiotherapy or chemoradiation, who underwent pre- and posttreatment FDG-PET CT scans, and found that MTV2.0 (tumor volume having SUV threshold over 2.0) was a robust predictor of disease progression and death. Park et al. in their study on 81 patients of advanced laryngohypopharyngeal tumors determined MTV and relation to 3-year locoregional and overall survival. They found that MTV was an independent prognostic factor for both. Nearly 58% of these patients, however, were treated with surgery. Their cutoff for MTV for risk stratification was also 18 ml.
Tang et al. studied 83 patients of HNSCC before definitive radiotherapy. Their study had a similar MTV cutoff of 17 ml, above which the risks of recurrence and death were 2.1 and 2 times more likely, respectively. They also found that prognostic significance was only based on the MTV of the primary tumor and not on the nodal metastases. Choi et al. studied 56 patients with locally advanced HNSCC treated by surgery. Their cutoff for MTV was also 20.7 ml. This correlated with disease-free survival and overall survival. Romesser et al. compared SUV and MTV/GTV in 41 advanced HNSCC patients undergoing intensity-modulated radiotherapy. They found that GTV of under 22.2 ml had good 2-year locoregional control rates and overall survival compared to those above this value. The corresponding MTV was 7.2 ml.
Overall, MTV has been shown to be a significant predictor of outcome, in spite of variation in treatment modality, both in pre- and post-treatment settings. It has a durable response and in a majority of studies correlates well with GTV but has no correlation with SUV. It has consistently been used to predict short- and long-term outcomes, but has yet to be used for early identification of those likely to fail on organ preservation therapy for treatment intensification or change in treatment modality – further studies are required.
Total lesion glycolysis
TLG is derived from the product of SUV with MTV. This overcomes the limitation of some SUV measurements such as SUVmax, a single pixel measurement, and is likely to be an aggregate estimation of activity in the entire tumor, incorporating both volumetric and metabolic activities into a single parameter, like MTV.
Abd et al. measured the TLG in 126 oral cavity SCC patients who were undergoing surgery. They formulated a scoring system in multivariate analysis which included primary tumor TLG >71.4 ml, nodal positivity, and nodal SUVmax >7.5, and patients were assigned scores between 0 and 3. The patients with a score of 3 had a 32-fold higher risk of cancer death than patients with a score of 0. Furthermore, in patients who had a score of 3, the mean TLG tended to be higher among those survived <9 months, compared to those who survived at least 9 months. Lim et al. reported SUVmax, MTV, and TLG from 176 patients treated with chemoradiation. They demonstrated that MTV and TLG were independent predictors of mortality. Hanamoto et al. analyzed 118 patients of HNSCC who underwent chemoradiation. They noted that high MTV (>25 ml) and high TLG (>144.8 g) were independent, significant predictors of incomplete response compared to lower values. [Table 1] shows a summary of the aforementioned data.
|Table 1: Summary of studies showing positron emission tomography quantitative markers in prognostication of head-and-neck squamous cell carcinoma|
Click here to view
| Discussion|| |
A major hurdle to acceptance of pretreatment FDG-PET as a prognostic tool in patients with HNSCC undergoing organ preservation protocols has been heterogeneity in the design of studies and their findings. As newer FDG-PET parameters such as MTV and TLG were developed, the results became more homogeneous. Pak et al. in their meta-analysis of 13 studies including 1180 patients reported that MTV and TLG were independent indicators of progression and recurrence. High SUV was also shown to be associated with a higher risk of death, but could not robustly predict either recurrence or progression. This was also shown by the meta-analysis of prognostic impact of SUV on outcomes in 1415 patients by Xie et al.
In the era of organ preservation protocols, the role of posttreatment FDG-PET is established, while that of pretreatment FDG-PET is controversial; however, early prediction of response to treatment and prognosis may be a valuable aid in predicting treatment failures. Incorporation of PET into radiation planning may also be more feasible than it was previously, given the better quality of CT imaging used for fusion and the availability of MRI for fusion.
No studies have directly compared the FDG-PET parameters with need for surgical salvage; however, reduced locoregional control rates may be considered a surrogate marker for this. In addition, given recommendations that postoperative FDG-PET for organ preservation protocols should be performed at 12 weeks after completion of therapy, identifying individuals with a poor prognosis may be important to prevent disease progression during this period.
From a prognostic standpoint, recent studies correlating FDG-PET findings with molecular biomarkers have shown promising results. Rasmussen et al. in 100 cases of HNSCC showed that SUVmax had a negative correlation with Bcl-2 and p16 expression and a positive correlation with β-tubulin-1 levels. Han et al. in 32 patients of T2 tongue demonstrated that SUVmax correlated well with HIF-1α, a hypoxia-associated factor associated with radiation resistance. This work has led to increased understanding of tumor biology; however, clinical applications are still under investigation.
| Conclusion|| |
Given the durability and safety profile of FDG-PET, availability and cost are likely major inhibitory factors preventing more widespread use. With increased access to this technology and a fall in cost, its use in prognostication and predicting response to organ preservation protocols in HNSCC seems reasonable, as planning surgical salvage early may reduce the extent and morbidity associated with surgery. Technical improvements have made the use of FDG-PET in radiotherapy planning more reliable and feasible. Further studies, especially correlation between FDG-PET parameters and the need for surgical salvage, may be valuable in refining this as a tool for more routine clinical practice.
Financial support and sponsorship
Conflicts of interest
There are no conflicts of interest.
| References|| |
Calais G, Alfonsi M, Bardet E, Sire C, Germain T, Bergerot P, et al.
Randomized trial of radiation therapy versus concomitant chemotherapy and radiation therapy for advanced-stage oropharynx carcinoma. J Natl Cancer Inst 1999;91:2081-6.
Argiris A, Karamouzis MV, Raben D, Ferris RL. Head and neck cancer. Lancet 2008;371:1695-709.
Vermorken JB, Remenar E, van Herpen C, Gorlia T, Mesia R, Degardin M, et al.
Cisplatin, fluorouracil, and docetaxel in unresectable head and neck cancer. N Engl J Med 2007;357:1695-704.
Denis F, Garaud P, Bardet E, Alfonsi M, Sire C, Germain T, et al.
Final results of the 94-01 French head and neck oncology and radiotherapy group randomized trial comparing radiotherapy alone with concomitant radiochemotherapy in advanced-stage oropharynx carcinoma. J Clin Oncol 2004;22:69-76.
Yao M, Smith RB, Graham MM, Hoffman HT, Tan H, Funk GF, et al.
The role of FDG PET in management of neck metastasis from head-and-neck cancer after definitive radiation treatment. Int J Radiat Oncol Biol Phys 2005;63:991-9.
Brun E, Kjellén E, Tennvall J, Ohlsson T, Sandell A, Perfekt R, et al.
FDG PET studies during treatment: Prediction of therapy outcome in head and neck squamous cell carcinoma. Head Neck 2002;24:127-35.
Bussink J, van Herpen CM, Kaanders JH, Oyen WJ. PET-CT for response assessment and treatment adaptation in head and neck cancer. Lancet Oncol 2010;11:661-9.
Worden FP, Moyer J, Lee JS, Taylor JM, Urba SG, Eisbruch A, et al.
Chemoselection as a strategy for organ preservation in patients with T4 laryngeal squamous cell carcinoma with cartilage invasion. Laryngoscope 2009;119:1510-7.
Knab BR, Salama JK, Solanki A, Stenson KM, Cohen EE, Witt ME, et al.
Functional organ preservation with definitive chemoradiotherapy for T4 laryngeal squamous cell carcinoma. Ann Oncol 2008;19:1650-4.
Wolf GT. Routine computed tomography scanning for tumor staging in advanced laryngeal cancer: Implications for treatment selection. J Clin Oncol 2010;28:2315-7.
Castelijns JA, van den Brekel MW, Tobi H, Smit EM, Golding RP, van Schaik C, et al.
Laryngeal carcinoma after radiation therapy: Correlation of abnormal MR imaging signal patterns in laryngeal cartilage with the risk of recurrence. Radiology 1996;198:151-5.
Becker M, Zbären P, Casselman JW, Kohler R, Dulguerov P, Becker CD, et al.
Neoplastic invasion of laryngeal cartilage: Reassessment of criteria for diagnosis at MR imaging. Radiology 2008;249:551-9.
Fletcher JW, Djulbegovic B, Soares HP, Siegel BA, Lowe VJ, Lyman GH, et al.
Recommendations on the use of 18F-FDG PET in oncology. J Nucl Med 2008;49:480-508.
Flier JS, Mueckler MM, Usher P, Lodish HF. Elevated levels of glucose transport and transporter messenger RNA are induced by ras or src oncogenes. Science 1987;235:1492-5.
Mathupala SP, Rempel A, Pedersen PL. Glucose catabolism in cancer cells. Isolation, sequence, and activity of the promoter for type II hexokinase. J Biol Chem 1995;270:16918-25.
Chung MK, Jeong HS, Park SG, Jang JY, Son YI, Choi JY, 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.
Seol YM, Kwon BR, Song MK, Choi YJ, Shin HJ, Chung JS, et al.
Measurement of tumor volume by PET to evaluate prognosis in patients with head and neck cancer treated by chemo-radiation therapy. Acta Oncol 2010;49:201-8.
Allal AS, Dulguerov P, Allaoua M, Haenggeli CA, El-Ghazi el A, Lehmann W, et al.
Standardized uptake value of 2-[(18)F] fluoro-2-deoxy-D-glucose in predicting outcome in head and neck carcinomas treated by radiotherapy with or without chemotherapy. J Clin Oncol 2002;20:1398-404.
Gupta T, Master Z, Kannan S, Agarwal JP, Ghsoh-Laskar S, Rangarajan V, et al.
Diagnostic performance of post-treatment FDG PET or FDG PET/CT imaging in head and neck cancer: A systematic review and meta-analysis. Eur J Nucl Med Mol Imaging 2011;38:2083-95.
Brkovich VS, Miller FR, Karnad AB, Hussey DH, McGuff HS, Otto RA, et al.
The role of positron emission tomography scans in the management of the N-positive neck in head and neck squamous cell carcinoma after chemoradiotherapy. Laryngoscope 2006;116:855-8.
Goguen LA, Posner MR, Tishler RB, Wirth LJ, Norris CM, Annino DJ, et al.
Examining the need for neck dissection in the era of chemoradiation therapy for advanced head and neck cancer. Arch Otolaryngol Head Neck Surg 2006;132:526-31.
Yao M, Luo P, Hoffman HT, Chang K, Graham MM, Menda Y, et al.
Pathology and FDG PET correlation of residual lymph nodes in head and neck cancer after radiation treatment. Am J Clin Oncol 2007;30:264-70.
Ryan WR, Fee WE Jr., Le QT, Pinto HA. Positron-emission tomography for surveillance of head and neck cancer. Laryngoscope 2005;115:645-50.
Terhaard CH, Bongers V, van Rijk PP, Hordijk GJ. F-18-fluoro-deoxy-glucose positron-emission tomography scanning in detection of local recurrence after radiotherapy for laryngeal/pharyngeal cancer. Head Neck 2001;23:933-41.
Fogarty GB, Peters LJ, Stewart J, Scott C, Rischin D, Hicks RJ, et al.
The usefulness of fluorine 18-labelled deoxyglucose positron emission tomography in the investigation of patients with cervical lymphadenopathy from an unknown primary tumor. Head Neck 2003;25:138-45.
Martinelli M, Townsend D, Meltzer C, Villemagne VV. Survey of results of whole body imaging using the PET/CT at the University of Pittsburgh medical center PET facility. Clin Positron Imaging 2000;3:161.
Kitagawa Y, Nishizawa S, Sano K, Ogasawara T, Nakamura M, Sadato N, et al.
Prospective comparison of 18F-FDG PET with conventional imaging modalities (MRI, CT, and 67Ga scintigraphy) in assessment of combined intraarterial chemotherapy and radiotherapy for head and neck carcinoma. J Nucl Med 2003;44:198-206.
Gambhir SS. Molecular imaging of cancer with positron emission tomography. Nat Rev Cancer 2002;2:683-93.
Suzuki H, Hasegawa Y, Terada A, Hyodo I, Nakashima T, Nishio M, et al.
FDG-PET predicts survival and distant metastasis in oral squamous cell carcinoma. Oral Oncol 2009;45:569-73.
Schwartz DL, Rajendran J, Yueh B, Coltrera MD, Leblanc M, Eary J, et al.
FDG-PET prediction of head and neck squamous cell cancer outcomes. Arch Otolaryngol Head Neck Surg 2004;130:1361-7.
Torizuka T, Tanizaki Y, Kanno T, Futatsubashi M, Naitou K, Ueda Y, et al.
Prognostic value of 18F-FDG PET in patients with head and neck squamous cell cancer. AJR Am J Roentgenol 2009;192:W156-60.
Castaldi P, Rufini V, Bussu F, Miccichè F, Dinapoli N, Autorino R, et al.
Can “early” and “late”18F-FDG PET-CT be used as prognostic factors for the clinical outcome of patients with locally advanced head and neck cancer treated with radio-chemotherapy? Radiother Oncol 2012;103:63-8.
Hentschel M, Appold S, Schreiber A, Abolmaali N, Abramyuk A, Dörr W, et al.
Early FDG PET at 10 or 20 Gy under chemoradiotherapy is prognostic for locoregional control and overall survival in patients with head and neck cancer. Eur J Nucl Med Mol Imaging 2011;38:1203-11.
Adams MC, Turkington TG, Wilson JM, Wong TZ. A systematic review of the factors affecting accuracy of SUV measurements. AJR Am J Roentgenol 2010;195:310-20.
Higgins KA, Hoang JK, Roach MC, Chino J, Yoo DS, Turkington TG, et al.
Analysis of pretreatment FDG-PET SUV parameters in head-and-neck cancer: Tumor SUVmean has superior prognostic value. Int J Radiat Oncol Biol Phys 2012;82:548-53.
Schinagl DA, Span PN, Oyen WJ, Kaanders JH. Can FDG PET predict radiation treatment outcome in head and neck cancer? Results of a prospective study. Eur J Nucl Med Mol Imaging 2011;38:1449-58.
Allal AS, Slosman DO, Kebdani T, Allaoua M, Lehmann W, Dulguerov P, et al.
Prediction of outcome in head-and-neck cancer patients using the standardized uptake value of 2-[18F] fluoro-2-deoxy-D-glucose. Int J Radiat Oncol Biol Phys 2004;59:1295-300.
Halfpenny W, Hain SF, Biassoni L, Maisey MN, Sherman JA, McGurk M, et al.
FDG-PET. A possible prognostic factor in head and neck cancer. Br J Cancer 2002;86:512-6.
Lee SW, Nam SY, Im KC, Kim JS, Choi EK, Ahn SD, et al.
Prediction of prognosis using standardized uptake value of 2-[(18)F]fluoro-2-deoxy-d-glucose positron emission tomography for nasopharyngeal carcinomas. Radiother Oncol 2008;87:211-6.
Machtay M, Natwa M, Andrel J, Hyslop T, Anne PR, Lavarino J, et al.
Pretreatment FDG-PET standardized uptake value as a prognostic factor for outcome in head and neck cancer. Head Neck 2009;31:195-201.
Minn H, Lapela M, Klemi PJ, Grénman R, Leskinen S, Lindholm P, et al.
Prediction of survival with fluorine-18-fluoro-deoxyglucose and PET in head and neck cancer. J Nucl Med 1997;38:1907-11.
Roh JL, Pae KH, Choi SH, Kim JS, Lee S, Kim SB, et al.
2-[18F]-fluoro-2-deoxy-D-glucose positron emission tomography as guidance for primary treatment in patients with advanced-stage resectable squamous cell carcinoma of the larynx and hypopharynx. Eur J Surg Oncol 2007;33:790-5.
La TH, Filion EJ, Turnbull BB, Chu JN, Lee P, Nguyen K, et al.
Metabolic tumor volume predicts for recurrence and death in head-and-neck cancer. Int J Radiat Oncol Biol Phys 2009;74:1335-41.
Soto DE, Kessler ML, Piert M, Eisbruch A. Correlation between pretreatment FDG-PET biological target volume and anatomical location of failure after radiation therapy for head and neck cancers. Radiother Oncol 2008;89:13-8.
Suzuki K, Nishioka T, Homma A, Tsuchiya K, Yasuda M, Aoyama H, et al.
Value of fluorodeoxyglucose positron emission tomography before radiotherapy for head and neck cancer: Does the standardized uptake value predict treatment outcome? Jpn J Radiol 2009;27:237-42.
Thorwarth D, Eschmann SM, Holzner F, Paulsen F, Alber M. Combined uptake of [18F] FDG and [18F] FMISO correlates with radiation therapy outcome in head-and-neck cancer patients. Radiother Oncol 2006;80:151-6.
Vernon MR, Maheshwari M, Schultz CJ, Michel MA, Wong SJ, Campbell BH, et al.
Clinical outcomes of patients receiving integrated PET/CT-guided radiotherapy for head and neck carcinoma. Int J Radiat Oncol Biol Phys 2008;70:678-84.
Knegjens JL, Hauptmann M, Pameijer FA, Balm AJ, Hoebers FJ, de Bois JA, et al
. Tumor volume as prognostic factor in chemoradiation for advanced head and neck cancer. Head & neck 2011;33:375-82.
Chung MK, Jeong HS, Park SG, Jang JY, Son YI, Choi JY, et al
. Metabolic tumor volume of [18
F]-fluorodeoxyglucose positron emission tomography/computed tomography predicts short-term outcome to radiotherapy with or without chemotherapy in pharyngeal cancer. Clinical cancer research 2009;15:5861-8.
Murphy JD, La TH, Chu K, Quon A, Fischbein NJ, Maxim PG, et al.
Postradiation metabolic tumor volume predicts outcome in head-and-neck cancer. Int J Radiat Oncol Biol Phys 2011;80:514-21.
Park GC, Kim JS, Roh JL, Choi SH, Nam SY, Kim SY, et al.
Prognostic value of metabolic tumor volume measured by 18F-FDG PET/CT in advanced-stage squamous cell carcinoma of the larynx and hypopharynx. Ann Oncol 2013;24:208-14.
Tang C, Murphy JD, Khong B, La TH, Kong C, Fischbein NJ, et al.
Validation that metabolic tumor volume predicts outcome in head-and-neck cancer. Int J Radiat Oncol Biol Phys 2012;83:1514-20.
Choi KH, Yoo IR, Han EJ, Kim YS, Kim GW, Na SJ, et al
. Prognostic value of metabolic tumor volume measured by 18 F-FDG PET/CT in locally advanced head and neck squamous cell carcinomas treated by surgery. Nuclear medicine and molecular imaging 2011;45:43-51.
Romesser PB, Qureshi MM, Shah BA, Chatburn LT, Jalisi S, Devaiah AK, et al.
Superior prognostic utility of gross and metabolic tumor volume compared to standardized uptake value using PET/CT in head and neck squamous cell carcinoma patients treated with intensity-modulated radiotherapy. Ann Nucl Med 2012;26:527-34.
Abd El-Hafez YG, Moustafa HM, Khalil HF, Liao CT, Yen TC. Total lesion glycolysis: A possible new prognostic parameter in oral cavity squamous cell carcinoma. Oral Oncol 2013;49:261-8.
Lim R, Eaton A, Lee NY, Setton J, Ohri N, Rao S, et al.
18F-FDG PET/CT metabolic tumor volume and total lesion glycolysis predict outcome in oropharyngeal squamous cell carcinoma. J Nucl Med 2012;53:1506-13.
Hanamoto A, Tatsumi M, Takenaka Y, Hamasaki T, Yasui T, Nakahara S, et al.
Volumetric PET/CT parameters predict local response of head and neck squamous cell carcinoma to chemoradiotherapy. Cancer Med 2014;3:1368-76.
Pak K, Cheon GJ, Nam HY, Kim SJ, Kang KW, Chung JK, et al.
Prognostic value of metabolic tumor volume and total lesion glycolysis in head and neck cancer: A systematic review and meta-analysis. J Nucl Med 2014;55:884-90.
Xie P, Li M, Zhao H, Sun X, Fu Z, Yu J, et al.
18F-FDG PET or PET-CT to evaluate prognosis for head and neck cancer: A meta-analysis. J Cancer Res Clin Oncol 2011;137:1085-93.
Gupta T, Master Z, Kannan S, Agarwal JP, Ghsoh-Laskar S, Rangarajan V, et al.
Diagnostic performance of post-treatment FDG PET or FDG PET/CT imaging in head and neck cancer: A systematic review and meta-analysis. Eur J Nucl Med Mol Imaging 2011;38:2083-95.
Rasmussen GB, Vogelius IR, Rasmussen JH, Schumaker L, Ioffe O, Cullen K, et al.
Immunohistochemical biomarkers and FDG uptake on PET/CT in head and neck squamous cell carcinoma. Acta Oncol 2015;54:1408-15.
Han MW, Lee HJ, Cho KJ, Kim JS, Roh JL, Choi SH, et al.
Role of FDG-PET as a biological marker for predicting the hypoxic status of tongue cancer. Head Neck 2012;34:1395-402.