1,300
Views
82
CrossRef citations to date
0
Altmetric
ORIGINAL ARTICLE

Volumetric staging (VS) is superior to TNM and AJCC staging in predicting outcome of head and neck cancer treated with IMRT

, , , &
Pages 386-394 | Received 01 Mar 2006, Published online: 08 Jul 2009

Abstract

The UICC classification (TNM) represents the validated standard tool to describe tumor extent and includes prognostic information on the probability of disease control. The American Joint Committee on Cancer (AJCC) stage grouping is based on the evaluation of treatment and outcome. Gross tumor volume (GTV) might be more relevant than pure description (TNM) or stage grouping as prognostic factor for local control in head and neck cancer (HNC). Based on the observation of GTV-correlated outcome in our initial HNC patient cohort treated with IMRT, we tested the hypothesis that the GTV is the most reliable predictive tool in HNC outcome. A GTV based volumetric staging system (VS) was introduced, using two volumetric cut-off values (15 and 70 cm3). VS, TNM, and AJCC stages were assessed and correlated with outcome following primary radiation in 172 HNC patients. Analyses were based on Kaplan-Meier survival curves. VS proved to be superior to the TNM/AJCC in predicting outcome. In addition, VS enabled to stratify high- and low-risk patients in advanced TN stages. GTV represented the most important prognostic indicator in HNC treated with IMRT and is recommended to be considered for therapeutic decisions and estimation of outcome.

Tumor volume extension is the prognostic key factor for local control by radiation therapy in head and neck cancer (HNC). This fact is known for a long time, and already described by Fletcher et al. for tumors of the uterine cervix (Citation[1]: ‘Stage to be ignored’).

The UICC tumor-node-metastasis (TNM) classification includes prognostic information on the probability of disease control and represents the validated standard tool to describe disease extent, based on metric and anatomic criteria. This offers the advantage of a detailed descriptive assessment of the individual tumor extent in a precise, short code.

The American Joint Committee on Cancer (AJCC) is based on the evaluation of the T, N, and M components and the assignment of a stage grouping (I–IV).

Gross tumor volume (GTV) is an important prognostic factor in HNC, however it is not a direct part of the TNM classification and the AJCC stages in HNC, but only indirectly incorporated in the diametric measurement used in the TNM definition of tumor sites.

Together with other factors like treatment, age, gender, tumor grading, tumor site, GTV has been analysed as a prognostic factor by several authors Citation[2–13]. A number of authors found a significant association between the HNC tumor volume and disease control Citation[2–20].

Based on the observation of GTV-correlated outcome in our initial HNC patient cohort treated with IMRT between January 2002 and December 2004, we hypothesized that GTV is underestimated in its impact on disease control by the TNM. Consecutive patients treated between January and November 2005 were prospectively assessed, in order to confirm this observation.

This study aimed at quantifying the effect of tumor volume on disease outcome in IMRT treated HNC patients.

Patients

Hundred and seventy two head and neck carcinoma (HNC) patients were included in this volumetric analysis. All were treated with definitive curative IMRT at our institution between January 2002 and November 2005. Patients with glottic, thyroid, and parotid gland tumors were excluded. Patient characteristics are listed in . 127/172 patients (74%) of the assessed cohort presented with locally advanced (T3/4 any N, T1-2N2c-N3, or recurrent) disease.

Table I.  Patient characteristics in the assessed IMRT cohort (n = 172).SIB-IMRT = Intensity modulated radiation therapy using simultaneously integrated boost, NPC = nasopharyngeal cancer, PNS = paranasal sinus cancer, GTV = Gross Tumor Volume, FU = Follow-Up.

Weekly concomitant cisplatin based chemotherapy (40mg/m2, once a week, 1–7 cycles) was given to 129 patients (75%): 94/129 patients (73%) received 5–7 cycles (depending on the fractionation regime); 16 (12%) underwent 4 cycles, 19 (15%) tolerated only between 1 and 3 cycles.

No treatment interruption was related to radiation induced toxicity. The mean total treatment time was 46 days (33–60).

Methods

GTV delineation of all 172 patients was based on physical examination and endoscopy as well as on diagnostic preoperative Magnetic Resonance Imaging (MRI), Computed Tomography (CT) and Positron Emission Tomography (PET), which was performed in all patients. In the majority of the patients, fused ‘PET-Planning CTs’ were performed. GTV was contoured on all relevant axial computerised images without interpolation. Volumetric three-dimensional measurements (cm3) of contoured structures were calculated by the Varian Treatment Planning System (Eclipse®, Version 7.3.10) volume algorithm.

Outcome (loco-regional and distant tumor control rates, disease free survival) was assessed using (1) the UICC TNM classification (6th edition, 2002), (2) the AJCC staging, and (3) a volumetric staging system (VS) based on primary and nodal GTV in cubic centimetres (cm3). Separation of three prognostic VS groups (low-risk, intermediate-risk, and high-risk stratum) was achieved by choosing two volumetric cut-off values, based on the retrospectively analysed cohort of 88 HNC patients treated with definitive IMRT between January 2002 and December 2004. Those same cut-off values were then prospectively tested in 84 patients who were treated between January 2005 and November 2005. The prospective and retrospective subgroups were well balanced with respect to mean total GTV (51 vs 49 cm3), age (60 vs 58 years), gender (male to female = 4: 1 each), body weight loss during radiation course (7 vs 8%) and performance status before the start of treatment (80% PS 0, and ∼ 20% PS 1 each). The two subgroups differed in the amount of advanced stages (62 vs 71%), and in the duration of the follow up period (mean 8 vs 22 months).

Both subgroups were also analysed as pooled cohort (n = 172).

In addition, the volumetric staging was separately tested in the same manner in oropharyngeal tumor patients as the largest HNC subsite (n = 85/172) in our study population.

Assessment of volumetric cut-off values

All tumor volumes of the retrospective subgroup (n = 88) have been ranked, and locally failed cases were marked. Two cut-off values were then visually chosen, based on the frequency of local failure in the ranked tumor volumes. A favourable group with primary GTV (PGTV) of 1–15 cm3, an intermediate group with PGTV between >15 and 70 cm3, and an unfavourable group with PGTV > 70 cm3 were defined (). The same cut-off values were employed using the total gross tumor volume (TGTV = PGTV plus nodal GTV (NGTV)), .

Table IIa.  Three prognostic groups were defined for the volumetric staging (VS), the TN classification, and the AJCC (number of patients in parenteses). The cut-off values are the same when used for the primary gross tumor volumes (PGTV) as for the total gross tumor volumes (TGTV).

Table IIb.  Primary gross tumor volume (PGTV) and total gross tumor volume (TGTV) employed to predict local, nodal, distant disease free survival, and disease free survival, respectively. For both PGTV and TGTV the same two cut-off values (15 and 70 cm3) were used to define three prognostic groups.

Comparison of the staging systems (TNM vs AJCC vs VS)

The TN as well as the AJCC staging were first tested in their original version. In order to obtain comparable systems and to avoid small sample sizes in the stage arms, the TNM as well as the AJCC stages were reduced to three arm systems each, like the VS is: the few T1 cases (n = 12/172) were included into the T2 group, recurred patients (n = 15/172) were included into the T4 group after recurred patients have been shown to develop similar Kaplan Meier survival curves as T4.

Similarly, AJCC stages l–lll were comprised to one favourable group (n = 42/172). The intermediate risk group was represented by the large stage lVA patient subgroup (n = 110/172). lVB (n = 5) and recurrences (n = 15) build the unfavourable group (n = 20). The AJCC staging system was cumbersome to compare to the two other staging systems due to its numerically imbalanced arms. shows the final arm sample sizes of all three staging systems when broken down to three arm systems each; shows the distribution of T stages in the three groups of the VS. This reduction of the TNM and AJCC staging to three arm systems is certainly debatable, however it was a way to ease comparison, and to create larger samples per arm.

Table III.  Distribution of the T stages in the volumetric staging system (VS) based on primary gross tumor volume (PGTV).

In order to additionally test the staging systems for nodal outcome, the UICC ‘N’-stages were tested separately and then similarly broken down to a three arm system, comparable to the volumetric system: N0 stages (n = 42) represent the favourable group, N1-2b (n = 79) the intermediate, and N2c/3 (n = 51) the unfavourable group, respectively.

IMRT treatment

Schedules

IMRT using simultaneously integrated boost (SIB-IMRT) technique was performed in all patients using the following schedules (5 fractions/week each):66 Gy (PTV1) and 54 Gy (PTV2) in 30 fractions (n = 35), 69.6 Gy (PTV1) and 54 Gy (PTV2) in 33 fractions (n = 111), 66–70 Gy (PTV1) and 54–56 Gy (PTV2) in 33–35 (n = 26).

Planning Computerized Tomography (Planning CT)

Planning CT (Somatom Plus 4, Siemens) was acquired with 2–3 mm slice thickness and with no interslice gap throughout the whole sequentially acquired region of interest. Patients were immobilized with an individually customised bite block, and a commercially available thermoplastic mask (Sinmed, Reenwijk, NL), that covered the head and neck down to the shoulders.

Planning systems

Contouring and plan optimisation was performed on a Varian Treatment Planning System (Eclipse®, Version 7.3.10, Varian Medical Systems, Hansen Way, Palo Alto CA, 94304-1129).

Radiation

Irradiation was delivered by 6 MV photon beams on a Varian linear accelerator with sliding window technique. For most patients (n = 154), five field arrangements (‘class solution’) were used; six fields were applied in six patients, seven fields in 12 patients.

Patient alignment was checked before radiation by portal imaging; deviations of > 2 mm in nasopharyngeal cancers and paranasal sinus tumors, and > 3 mm in all other tumors were corrected before treatment.

Statistics

All our statistical analyses consisted of comparing three groups according to a time-to-event’ endpoint (survival analysis). This was done using Kaplan-Meier curves and log-rank tests implemented in StatView® (Version 4.5). P-values smaller than 0.05 were considered as significant.

Results

Tumor response and survival

Actuarial two year local, nodal and distant control rates in the entire group (n = 172) was 76, 87 and 90%, respectively. For the oropharyngeal subgroup (n = 85) this was 77, 90, and 92%. All but one local failure occured ‘in-field’ (inside the 95% isodose of the high dose area); 50% (16/36) presented as tumor persistence.

Thirty six (21%) local, 20 (12%) nodal and 15 (9%) distant events were observed.

At the time of data analysis (February 2006), 129/172 patients were alive with no evidence of disease (ANED, 75%), 27 patients were alive with loco-regional and/or distant disease (AD, 16%). Fourteen patients died of disease (DOD, 8%), two patients died of intercurrent disease.

Tumor volumes

PGTV measured mean 38 cm3 (range 1–206 cm3), TGTV mean 52 cm3 (range 1–217 cm3). PGTV and TGTV were mean 33 and 50 cm3 in oropharyngeal tumors, 32 and 50 cm3 in hypopharyngeal tumors, 32 and 37 cm3 in oral cavity tumors, 56 and 60 cm3 in paranasal, and 58 and 80 cm3 in nasopharyngeal tumors. PGTV in patients who failed locally measured mean/median 59/57 cm3 (range 6–140 cm3), vs 37/28 cm3 (range 3–142 cm3) in locally controlled individuals.

Disease free survival (DFS) and local disease free survival, assessed using the three staging systems

T classification and AJCC staging system

The T classification and AJCC staging system failed to significantly predict outcome in the tested subgroups (retrospective, prospective, pooled, and oropharyngeal tumors only). This was the case when tests were performed using the original 5-tiered AJCC system (stages l, ll, lll, lVA, lVB) and 4-arm T system (T1-4, recurrences separately analysed), respectively, as well as when broken down to the three arm systems (l-lll vs lVA vs lVB, and T1/2 vs T3 vs T4/recurrences, see ‘methods’).

shows significance levels (p-values, using the log-rank test) of the compared three staging systems (VS TNM, AJCC staging,) in predicting outcome in the tested samples.

Table IV.  Logrank (Mantel-Cox) p-values of Kaplan-Meier survival curves for local control (LC), disease free survival (DFS), distant control (DC), and nodal control (NC) in the tested subgroups, using the TNM classification, the AJCC staging, and the volumetric staging (VS) system.

Volumetric staging (VS) system

Only 5.5% (3/54) of all tumors measuring 1–15 cm3 failed locally. A local failure rate of 20% was found for tumor volumes between >15–70 cm3 (18/89), of 48% (14/29) for tumors ≥ 70 cm3, respectively.

The primary GTV (PGTV) has shown to most accurately predict local control; for the assessment of nodal control, the total GTV (TGTV = PGTV plus nodal GTV, NGTV) was found superior to NGTV or PGTV. Distant control and disease free survival (DSF) were similarly well predicted either by the PGTV or the TGTV.

As a consequence, PGTV was used for assessments of the local control, TGTV for nodal control, distant failure, and for DFS, respectively, employing the same cut-off values (15 cm3 and 70 cm3, ).

Lowest and highest tumor volumes consistently mirrored favourable and unfavourable survival strata in all tested groups. PGTV and TGTV showed a highly significant impact on local control and disease-free survival, respectively (,).

Figure 1.  Actuarial disease free survival curves, based on the volumetric staging (VS; n = 172, 44 events, p = 0.007), using the total gross tumor volume (TGTV, volume of the primary and the nodes).

Figure 1.  Actuarial disease free survival curves, based on the volumetric staging (VS; n = 172, 44 events, p = 0.007), using the total gross tumor volume (TGTV, volume of the primary and the nodes).

Figure 2.  Actuarial local disease free survival curves, based on the volumetric staging (VS; n = 172, 36 events, p = 0.0001), using the primary gross tumor volume (PGTV).

Figure 2.  Actuarial local disease free survival curves, based on the volumetric staging (VS; n = 172, 36 events, p = 0.0001), using the primary gross tumor volume (PGTV).

Figure 3.  Actuarial local disease free survival curves in oropharyngeal tumors, based on the volumetric staging (VS; n = 85, 11 events, p = 0.0003), using the primary gross tumor volume (PGTV).

Figure 3.  Actuarial local disease free survival curves in oropharyngeal tumors, based on the volumetric staging (VS; n = 85, 11 events, p = 0.0003), using the primary gross tumor volume (PGTV).

The diagnosis (tumor site) and the volumetric staging were the only significant factors in predicting disease-free survival and local control in our series (p = 0.001 and 0.02, respectively); T staging, AJCC staging, WHO performance status, age and gender were not significantly correlated with outcome.

shows approximate disease control rates in our patients with favourable, intermediate and unfavourable tumor volumes.

Table V.  Approximative actuarial 2 year disease control rates for patients with favourable, intermediate and unfavourable tumor volumes. LC = local control, NC = nodal control, DC = distant control, DFS = disease free survival, OAS = overall survival.

Prediction of nodal and distant control

Nodal and distant control was assessed for the pooled sample (n = 172, ). The smaller other subgroups were not tested for nodal and distant outcome because of the low number of events.

  • Nodal outcome was similarly well predicted by both the VS (, based on TGTV) and the N classification. The AJCC staging, T stages, and the VS based on PGTV, were not of significant influence on nodal outcome.

  • Distant spread (15 events in 172) was highly significantly predicted by the VS (using the TGTV, p < 0.0001, ), while non-significantly stratified by the T-classification and by the AJCC staging. Twelve of 15 events occurred in patients with a total tumor volume of > 70 cm3; distant outcome in the favourable and the intermediate group did not differ.

Figure 4.  Actuarial nodal disease free survival curves, based on the volumetric staging (VS; n = 172, 20 events, p = 0.04), using the total gross tumor volume (TGTV).

Figure 4.  Actuarial nodal disease free survival curves, based on the volumetric staging (VS; n = 172, 20 events, p = 0.04), using the total gross tumor volume (TGTV).

Figure 5.  Actuarial distant disease free survival curves, based on the volumetric staging (VS; n = 172, 15 events, p < 0.0001), using the total gross tumor volume (TGTV).

Figure 5.  Actuarial distant disease free survival curves, based on the volumetric staging (VS; n = 172, 15 events, p < 0.0001), using the total gross tumor volume (TGTV).

Stratification of advanced TN stages using the VS system

In addition, the VS system was also evaluated in locally advanced TN stages (T3-4 any N, and T1-2N2c-3, and recurrent cases, n = 127) in an attempt to extract patients at highest and lowest risk in this TN-defined ‘high risk’ group. There was again obvious capacity of the VS system in significantly distinguishing different risk strata for local and distant outcome, and disease free survival (, ).

Figure 6.  Actuarial local disease free survival in T3-4, or any T N2c-3, and recurrent patients, stratified according to the volumetric staging (VS, n = 127, 33 events, p = 0.002), using the primary gross tumor volume (PGTV).

Figure 6.  Actuarial local disease free survival in T3-4, or any T N2c-3, and recurrent patients, stratified according to the volumetric staging (VS, n = 127, 33 events, p = 0.002), using the primary gross tumor volume (PGTV).

Discussion

Gross tumor volume was classified according to its prognostic value in IMRT-treated HNC patients. The strong impact of tumor volume on local outcome is known for decades. With this work we tried to quantify this impact on our IMRT series.

The results confirm our hypothesis that tumor volume may be the most reliable prognostic indicator for outcome in HNC patients treated with IMRT. Three subgroups with different prognosis could be defined using the volumetric cut-off values of 15 and 70 cm3 (, b). The primary tumor volume was most accurate in predicting local outcome, the total tumor volume revealed the highest power in predicting nodal and distant outcome, and disease free survival.

The strength of the volumetric system lies in its ability to reliably distinguish low and high patients in basically all tested samples. This allows pre-therapeutic identification of patient subgroups that may benefit from intensified treatment strategies, e.g. dose escalation.

The AJCC staging and the T-classification were not significantly predicting outcome in the tested series, likely due to too small sample sizes, and to the fact that wide tumor volume ranges are included in each stage. The significant prognostic stratification of advanced TN stages into favourable and unfavourable patients by the volumetric staging confirms that even in loco-regionally extended disease, the volumetric factor is a strong and reliable predictor.

Nodal outcome was anticipated equally accurate by the UICC ‘N’-classification as by the volumetric system. This is probably due to the fact that the N-classification is based on numeric and metric assessment of spheroid structures, which approximates the volumetric approach.

Volumetric studies in HNC have previously been reported for selected sites as well as for mixed cohorts (). There is a large reported cut-off value range from 3.5 cm3 in laryngeal tumors Citation[6–8], up to 112 cm3 in a mixed series Citation[19]. Several authors used the mean GTV as cut-off point. Similarly to our study, two cut-off values were used in two other reports Citation[9], Citation[10]. Two values offer the advantage of distinguishing an intermediate-risk stratum. However, this approach requires larger patient samples for sufficient statistical power.

Considering the substantial differences in tumor volumes in ‘advanced’ disease of the different HNC sites, we excluded laryngeal tumors from our analysis, because this entity is anticipated to require lower cut-off values, as employed by Gilbert et al. Citation[6], Lee et al. Citation[7], and Pameijer et al. Citation[8], respectively.

In the majority of published analyses there was a statistically significant correlation between GTV and local or survival control () (2–11, 13–16, 19–21). In three analyses on oropharyngeal tumors Citation[2], Citation[22], Citation[23], there was no significant correlation. In contrast, volumetric staging in our oropharyngeal subgroup showed the same strong capacity for stratifying prognostic subgroups as in the pooled cohort.

Table VI.  On literature on head and neck cancer (HNC) outcome prediction based on volumetric classifications. N is the number of analysed HNC patients (soft pal = soft palate, ant/post tons pil = anterior/posterior tonsillar pillar, hypo = hypopharyngeal tumor, OC = oral cavity tumor, oro: oropharyngeal tumor, NPC = nasopharyngeal tumor, RT = radiotherapy, CT = chemotherapy, 3DCRT = three-dimensional conventional radiotherapy, IMRT = intensity modulated radiation therapy, PGTV = primary gross tumor volumes, NI: not indicated, “–“ = no value, TGTV = total gross tumor volume, LC = local control,OS = overall survival.

Assessments of nodal and distant outcome related to GTV have not been reported in the listed articles.

To our knowledge, there is one previous article reported on the volumetric impact of GTV on outcome in HNC patients treated with IMRT. The unfavourable impact of the tumor volume on outcome in our series confirms results of a multivariate analysis by Chao et al. Citation[11]. These authors showed GTV (primary volume with a mean value of 30.5 cm3) to be the only significant independent parameter predicting local and distant control in oropharyngeal tumor patients treated with definitive IMRT.

In patients with an intermediate GTV, careful dose escalation confined to the GTV may be of potential benefit and also tolerable with respect to the excellent normal tissue tolerance reported from all IMRT centres. Another issue to consider is hyperfractionation or moderate acceleration in this patient selection.

Conclusion

Tumor volume (GTV) was shown to represent the most important prognostic indicator in HNC patients treated with IMRT. GTV offers a useful tool in stratifying prognostic subgroups. In addition to the TNM classification, tumor volume is recommended to be considered for therapeutic decisions and estimation of outcome.

Further prospective analyses are in evaluation, in order to assess the value of volumetric staging in different HNC entities.

This work is in part sponsored by a credit of the Zurich Cancer League. There are no issues of conflict of interest.

References

  • Fletcher G. Textbook of Radiotherapy3rd ed. Lea & Febiger, Philadelphia 1980; 731
  • Mendenhall WM, Morris CG, Amdur RJ, Hinerman RW, Mancuso AA. Parameters that predict local control after definitive radiotherapy for squamous cell carcinoma of the head and neck. Head Neck 2003; 25: 535–42
  • Pameijer FA, Mancuso AA, Mendenhall WM, Parsons JT, Mukherji SK. Evaluation of pretreatment computed tomography as a predictor of local control in T1/T2 pyriform sinus carcinoma treated with definitive radiotherapy. Head Neck 1998; 20: 159–68
  • Keberle M, Hoppe F, Dotzel S, Hahn D. Tumor volume as determined by computed tomography predicts local control in hypopharyngeal squamous cell carcinoma treated with primary surgery. Eur Radiol 2004; 14: 286–91
  • Mukherji SK, O'Brien SM, Gerstle RJ, Weissler M, Shockley W. The ability of tumor volume to predict local control in surgically treated squamous cell carcinoma of the supraglottic larynx. Head Neck 2000; 22: 282–7
  • Gilbert RW, Birt D, Shulman H, Freeman J, Jenkin D. Correlation of tumor volume with local control in laryngeal carcinoma treated by radiotherapy. Ann Otol Rhinol Laryngol 1987; 96: 514–8
  • Lee WR, Mancuso AA, Saleh EM, Mendenhall WM, Parsons JT. Can pretreatment computed tomography findings predict local control in T3 squamous cell carcinoma of the glottic larynx treated with radiotherapy alone?. Int J Radiat Oncol Biol Phys 1993; 25: 683–7
  • Pameijer FA, Mancuso AA, Mendenhall WM, Parsons JT, Kubilis PS. Can pretreatment computed tomography predict local control in T3 squamous cell carcinoma of the glottic larynx treated with definitive radiotherapy?. Int J Radiat Oncol Biol Phys 1997; 37: 1011–21
  • Chua DT, Sham JS, Kwong DL, Tai KS, Wu PM. Volumetric analysis of tumor extent in nasopharyngeal carcinoma and correlation with treatment outcome. Int J Radiat Oncol Biol Phys 1997; 39: 711–9
  • Hermans R, Op de beeck K, Van den Bogaert W, Rijnders A, Staelens L. The relation of CT-determined tumor parameters and local and regional outcome of tonsillar cancer after definitive radiation treatment. Int J Radiat Oncol Biol Phys 2001; 50: 37–45
  • Chao KS, Ozyigit G, Blanco AI, Thorstad WL, Deasy JO. Intensity-modulated radiation therapy for oropharyngeal carcinoma: Impact of tumor volume. Int J Radiat Oncol Biol Phys 2004; 59: 43–50
  • Johnson CR, Khandelwal SR, Schmidt-Ullrich RK, Ravalese J, 3rd, Wazer DE. The influence of quantitative tumor volume measurements on local control in advanced head and neck cancer using concomitant boost accelerated superfractionated irradiation. Int J Radiat Oncol Biol Phys 1995; 32: 635–41
  • Plataniotis GA, Theofanopoulou ME, Kalogera-Fountzila A, Haritanti A, Ciuleanou E. Prognostic impact of tumor volumetry in patients with locally advanced head-and-neck carcinoma (non-nasopharyngeal) treated by radiotherapy alone or combined radiochemotherapy in a randomized trial. Int J Radiat Oncol Biol Phys 2004; 59: 1018–26
  • Grabenbauer GG, Steininger H, Meyer M, Fietkau R, Brunner T. Nodal CT density and total tumor volume as prognostic factors after radiation therapy of stage III/IV head and neck cancer. Radiother Oncol 1998; 47: 175–83
  • Johnson CR, Thames HD, Huang DT, Schmidt-Ullrich RK. The tumor volume and clonogen number relationship: Tumor control predictions based upon tumor volume estimates derived from computed tomography. Int J Radiat Oncol Biol Phys 1995; 33: 281–7
  • Kurek R, Kalogera-Fountzila A, Muskalla K, Dafni U, Schnabel T. Usefulness of tumor volumetry as a prognostic factor of survival in head and neck cancer. Strahlenther Onkol 2003; 179: 292–7
  • Mancuso AA, Mukherji SK, Schmalfuss I, Mendenhall W, Parsons J. Preradiotherapy computed tomography as a predictor of local control in supraglottic carcinoma. J Clin Oncol 1999; 17: 631–7
  • Mukherji SK, Schmalfuss IM, Castelijns J, Mancuso AA. Clinical applications of tumor volume measurements for predicting outcome in patients with squamous cell carcinoma of the upper aerodigestive tract. AJNR Am J Neuroradiol 2004; 25: 1425–32
  • Rudat V, Dietz A, Schramm O, Conradt C, Maier H. Prognostic impact of total tumor volume and hemoglobin concentration on the outcome of patients with advanced head and neck cancer after concomitant boost radiochemotherapy. Radiother Oncol 1999; 53: 119–25
  • Doweck I, Denys D, Robbins KT. Tumor volume predicts outcome for advanced head and neck cancer treated with targeted chemoradiotherapy. Laryngoscope 2002; 112: 1742–9
  • Freeman DE, Mancuso AA, Parsons JT, Mendenhall WM, Million RR. Irradiation alone for supraglottic larynx carcinoma: Can CT findings predict treatment results?. Int J Radiat Oncol Biol Phys 1990; 19: 485–90
  • Nathu RM, Mancuso AA, Zhu TC, Mendenhall WM. The impact of primary tumor volume on local control for oropharyngeal squamous cell carcinoma treated with radiotherapy. Head Neck 2000; 22: 1–5
  • Keberle M, Hoppe F, Dotzel S, Hahn D. Prognostic value of pretreatment CT regarding local control in oropharyngeal cancer after primary surgical resection. Rofo 2003; 175: 61–6

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.