Multicenter Validation of Recursive Partitioning Analysis Classification for Patients With Squamous Cell Head and Neck Carcinoma Treated With Surgery and Postoperative Radiotherapy
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LINICAL INVESTIGATION Head and Neck
MULTICENTER VALIDATION OF RECURSIVE PARTITIONING ANALYSIS CLASSIFICATION FOR PATIENTS WITH SQUAMOUS CELL
HEAD AND NECK CARCINOMA TREATED WITH SURGERY AND POSTOPERATIVE RADIOTHERAPY
ANJA JONKMAN, M.D.,* JOHANNES H. A. M. KAANDERS, M.D., PH.D.,†
CHRIS H. J. TERHAARD, M.D., PH.D.,‡ FRANK J. P. HOEBERS, M.D.,§
PIET L. A. VAN DEN ENDE, M.D.,¶ ODA B. WIJERS, M.D., PH.D.,� LIA C. G. VERHOEF, M.D., PH.D.,#
MARTIN A. DE JONG, M.D.,** C. RENÉ LEEMANS, M.D., PH.D.,††
AND JOHANNES A. LANGENDIJK, M.D., PH.D.*
*Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands;†Department of Radiation Oncology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands; ‡Department of
Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands; §Department of Radiation Oncology,Antoni van Leeuwenhoek Hospital/Netherlands Cancer Institute, Amsterdam, The Netherlands; ¶MAASTRO Clinic, Maastricht,
The Netherlands; �Radiotherapy Institute Friesland, Leeuwarden, The Netherlands; #Arnhem Radiotherapy Institute, Arnhem,The Netherlands; **Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ††Department
of Otolaryngology/Head and Neck Surgery, VU University Medical Center, Amsterdam, The Netherlands
Head and neck cancer, Postoperative radiotherapy, Surgery, Recursive partitioning analysis, Prognostic factors.
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INTRODUCTION
quamous cell carcinoma of the head and neck (HNSCC) is relatively rare group of malignant tumors, accounting for lmost 10% of all new cancer patients in The Netherlands. any of these patients are treated with primary surgery
ollowed by adjuvant treatment, including postoperative adiotherapy (RT), with or without concomitant chemother-
Reprint requests to: Johannes A. Langendijk, M.D., Ph.D., Deartment of Radiation Oncology, University Medical Center Groingen, P.O. Box 30001, Groningen 9300 RB The Netherlands. el: (�31) 50-361-1190; Fax: (�31) 50-361-1692; E-mail: j.a.
Presented as an oral presentation at the European Society for
119
py, in the case of adverse prognostic factors, such as close r positive surgical margins (1– 6) and extranodal spread ENS) (3, 5, 7–9).
To make the right decision with regard to adjuvant treat-ent after primary surgery, information of the outcome of
pecific prognostic groups is essential. Moreover, the choice f adjuvant treatment (e.g., total dose, overall treatment ime, and addition of chemotherapy) after primary surgery
herapeutic Radiology and Oncology (ESTRO) Meeting 2006, eipzig, Germany, October 8 –12, 2006. Conflict of interest: none. Received Sept 15, 2006, and in revised form Dec 1, 2006.
ccepted for publication Dec 1, 2006.
120 I. J. Radiation Oncology ● Biology ● Physics Volume 68, Number 1, 2007
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ill depend on the risk of locoregional failure and the robability of distant metastases (9, 10).
Recently, the VU University Medical Center (VUMC) eported on the results of recursive partitioning analysis RPA) among patients with HNSCC treated with curative urgery and postoperative RT (11). This RPA classification ystem allowed for a clear distinction of three prognostic roups with regard to locoregional control (LRC), distant etastasis-free interval (DMFI), disease-free survival (DFS),
nd overall survival (OS). One of the main criticisms of this report was that only
atients from one center were included and that the classication system had not been validated. Therefore, the aim f this study was to validate the VUMC-RPA classification ystem (VUMC-RPA) in a multicenter setting (RPA valiation). More specifically, the hypothesis to be tested was hat this classification system would be significantly assoiated with LRC, DMFI, DFS, and OS.
METHODS AND MATERIALS
atient characteristics To be included in this study, patients had to meet the same
ligibility criteria as used in the VUMC (i.e., SCC of the mucosal urfaces of the oral cavity [excluding the lip], oropharynx, hypoharynx, or larynx treated with curative surgery and postoperative T). Excluded were those with macroscopic residual tumor after
urgery, distant metastases before initiating postoperative RT, paients treated with chemotherapy, patients treated with intensity-odulated RT, and patients treated with excision biopsy only for
arly-stage tonsillar carcinoma. In The Netherlands, most patients with head and neck cancer are
reated at 10 specialized centers, all of which are members of the utch Head and Neck Oncology Cooperative Group (Nederlandse erkgroep Hoofd-Hals Tumoren). For the purposes of this study,
he data were collected retrospectively from the records of patients reated at eight of these centers. The aim was to collect data from 00 patients from each center with a minimal follow-up period of 4 months. Assessment of the data started in July 2005; therefore, e started to select consecutive patients treated up to July 2003
minimal follow-up period of 2 years) aiming at 100 patients for ach center. Eventually, a total of 780 consecutive patients treated etween January 1990 and July 2003 were included (University edical Center Groningen, 204 patients; Radiotherapy Institute
riesland, 90 patients; University Medical Center Utrecht, 96 atients; MAASTRO Clinic, 97 patients; Leiden University Medcal Center, 80 patients; University Medical Center Nijmegen, 98 atients; Antoni van Leeuwenhoek Hospital/Dutch Cancer Center, 0 patients; and Arnhem Radiotherapy Institute, 25 patients). In he University Medical Center Groningen, data from an existing atabase that already included 204 patients were used. In the rnhem Radiotherapy Institute, a limited number of patients were
reated with postoperative RT after 1990. The pretreatment patient haracteristics are listed in Table 1. The TNM classification of 997 was used for tumor staging.
athologic findings All pathology reports were reviewed. In the case of insufficient
r unclear information, the local pathologists were asked to review
he slides. The pathology report had to include the following p
nformation: type of surgery of the primary site; size of the primary umor; surgical margins (free, �5 mm; close, 1–5 mm; and posiive, �1 mm); angioinvasion (yes/no); squamous cell carcinoma as istologic type (yes/no); grade of differentiation (well/moderate/ oor); perineural growth (yes/no); dysplasia in surgical margins yes/no); type of neck dissection; number of lymph nodes invesigated; number of tumor-positive nodes; number of nodes with NS; pathologic T stage; and pathologic N stage. In line with the efinitions of Ang et al. (10), patients without adverse prognostic actors, who had no indication for postoperative RT, were considred low-risk patients and were not included in this analysis.
PA classification RPA class I (intermediate risk) includes patients without Stage
3 nodes, free surgical margins (�5 mm), and no ENS. RPA class I (high risk) includes patients with one positive node with ENS or tage T1, T2, or T4 tumors with close or positive surgical margins. PA class III (very high risk) includes patients with Stage N3 eck, two or more positive nodes with ENS, or Stage T3 with close r positive surgical margins.
urgery All patients underwent curative surgery of the primary tumor. inor surgery of the primary tumor, including local excision, was
erformed in 177 patients (23%). In the remaining 603 patients 77%), surgery consisted of more extensive procedures, such as ommando resection, partial or total glossectomy, partial or total haryngectomy, marginal or segmental mandibulectomy, and parial or total laryngectomy. In some patients, a combination of these rocedures was performed. In 481 patients (62%), unilateral neck issection, and in 189 patients (24%), bilateral neck dissection was erformed.
adiotherapy All patients were treated with conventional radiation techniques
sing direct simulation or a planning CT procedure. Among the ifferent institutions, some heterogeneity was present regarding otal dose, dose per fraction, and radiation technique. In most ases, the initial clinical target volume consisted of the original rimary tumor site, with margins varying from 1.5 to 2.0 cm and he lymph node areas on both sides of the neck. The initial target olume was generally irradiated by two opposing lateral beams ith or without one AP beam or two opposing AP beams for the
ower jugular and supraclavicular lymph nodes. In 86 patients 11%), unilateral irradiation was applied (e.g., in the case of ell-lateralized tumors and/or in the case of unilateral neck dis
ection with no pathologic lymph nodes [pN0]). In 31 patients 4%), only local RT was applied. The median total dose to the nitial target volume was 46 Gy (range, 20.0 –70.4 Gy), and the edian dose per fraction was 2.0 Gy (range, 1.8 –2.3 Gy). In 750
atients (96%), the total dose to the initial target volume was �40 y. In the case of a total dose of 50 Gy to the initial target volume,
he spinal cord was shielded after 40 Gy, with subsequent radiation o the anterior part of the neck with photons and electron beams for he posterior triangle. This technique was used in 319 cases (41%). he clinical target volume of the boost included the high-risk reas, including the original primary tumor site and pathologically nvolved neck node levels. The total dose to the target volume of he boost varied from 30 to 72 Gy (median dose, 64 Gy) depending n the presence of risk factors, such as surgical margin status, the
resence and number of pathologic lymph nodes, and the presence
121 Validation of RPA classification in HNSCC ● A. JONKMAN et al.
erineural invasion No 597 (77) Yes 182 (23) Missing 1
xtracapsular nodal extension No 513 (66) Yes 267 (34)
ngioinvasive growth No 655 (84) Yes 124 (16) Missing 1
ysplasia in surgical margin No 664 (85) Yes 115 (15)
Abbreviations: LRC � locoregional control; CI � confidence iData in parentheses are percentages.
f lymph node metastases with ENS. In 736 patients (94%), a total ose of �55 Gy was administered to the primary site. In the case f ENS, 246 (92%) of 267 patients received a total dose of �55 Gy o the involved lymph node area. In some patients, the total dose as lower because postoperative RT had been previously stopped
or different reasons, including patient refusal, excessive acute orbidity, comorbid diseases, tumor progression, and/or the pres
nce of distant metastases.
tatistical analysis The primary endpoint, which was LRC, was defined as no tumor
ecurrence above the clavicles within the irradiated area. The e
MFI was defined as no development of distant metastases (with he event being distant metastasis, and censored occurring for eath from any cause). The DFS was defined as no disease recurence and no death from any cause. Overall survival was defined s no death from any cause. All events were calculated from the ate of surgery. For the purposes of this study, the patients were retrospectively
lassified according to the VUMC-RPA classification system (11). RC, DMFI, DFS, and OS were estimated using the Kaplan-Meier ethod on univariate analysis. Differences between curves were
ompared using the log–rank test for statistical significance. For
nivaria
C rate
76 69
73 75
63 70 76 75
86 77 93 56 73 55
83 76 76 66
79 74 71 77
79 77 67
76 67 NA
80 59
74 70 NA
73 75
nterva
ach endpoint, the 5-year values and hazard ratios (HRs) were
122 I. J. Radiation Oncology ● Biology ● Physics Volume 68, Number 1, 2007
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Table 2. Outcome acc
Variable I (intermediate ri
ocoregional control at 5 y (%) 82% azard ratio (95% confidence interval) 1.00 istant metastases free interval at 5 y (%) 92% azard ratio (95% confidence interval) 1.00 isease-free survival at 5 y (%) 59% azard ratio (95% confidence interval) 1.00 verall survival at 5 y (%) 60% azard ratio (95% confidence interval) 1.00
Abbreviations: RPA � recursive partioning analysis; DF � de
alculated and compared with the results of the VUMC-RPA. The lassification system was considered valid if the HR of the valiation study population was within the 95% confidence interval of he VUMC-RPA study population. Multivariate analysis using the ox model was also performed to allow for identification of
ndependent prognostic factors for LRC. The following factors ere evaluated as prognostic indicators of LRC: gender (male vs.
emale), age (split at the median level of �60 years vs. �60 years), stage (ordinal: T1, T2, T3, and T4), N stage (ordinal: N0, N1, 2a, N2b, N2c, and N3), grade of differentiation (ordinal: well, oderately, and poorly differentiated), surgical margin status (or
inal: free [�5 mm], close [1–5 mm], and positive [�1 mm]), NS (not present, present in one node, and present in more than ne node), tumor site (nominal: oral cavity, oropharynx, hypopharnx, and larynx), perineural invasion (yes vs. no), angioinvasion yes vs. no), and dysplasia in the surgical margin (yes vs. no).
RESULTS
The median follow-up was 46 months. The LRC rate after years was 73% for the entire study population.
nivariate analysis On univariate analysis, the following variables were sig
ificantly associated with LRC: gender (p � 0.030), N stage p � 0.001), primary site (p � 0.001), surgical margins at rimary site (p � 0.001), perineural invasion (p � 0.005), nd ENS of lymph node metastases (p � 0.001; Table 1).
ultivariate analysis On multivariate analysis, ENS (p � 0.004), surgical argin status (p � 0.023), N stage (p � 0.001), and gender
p � 0.047) were significantly associated with LRC. Some eterogeneity was present regarding target volume definiion and total radiation dose among the different instituions. In this population, a relatively small proportion of atients (15%) were not treated with standard bilateral RT ut with unilateral RT, including the primary site and the nilateral neck or the primary site only. These latter two roups included a selection of patients with well-lateralized umors and, in most cases, a pathologically node-negative eck (pN0). Moreover, none of these patients developed
ecurrence outside the elective radiation target volume. a
to RPA classification
RPA class
II (high risk) III (very high risk) Log-rank test p (DF � 2)
75% 63% �0.0001 1.55 (1.03-2.33) 2.51 (1.64-3.82)
88% 73% �0.0001 1.44 (0.78-2.66) 3.99 (2.21-7.23)
47% 34% �0.0001 1.39 (1.10-1.77) 1.97 (1.52-2.55)
50% 36% �0.0001 1.34 (1.05-1.70) 1.93 (1.49-2.51)
f freedom; LRC � locoregional control.
PA classification system Of the 780 patients, 182 (23%) were classified as being at
ntermediate risk (RPA class I), 384 (49%) at high risk RPA class II), and 214 (28%) at very high risk (class III).
After applying the RPA classification system to the valdation database, the RPA class was significantly associated ith all endpoints (Table 2). The LRC rate was 82% for the
ntermediate-risk group, 75% for the high-risk group, and 3% for the very-high-risk group (p � 0.0001; Fig. 1). The MFI rate was 92% for the intermediate-risk group, 88%
or the high-risk group, and 73% for the very-high-risk roup (p � 0.0001; Fig. 2). The DFS rate was 59% for the ntermediate-risk group, 47% for the high-risk group, and 4% for the very-high-risk group (p � 0.0001; Fig. 3). The S rate was 60% for the intermediate-risk group, 50% for
he high-risk group, and 36% for the very-high-risk group p � 0.0001; Fig. 4).
As shown in Table 2, almost all HRs were within the 95%
ig. 1. Locoregional control according to recursive partitioning
ording
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nalysis (RPA) classification.
123 Validation of RPA classification in HNSCC ● A. JONKMAN et al.
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ig. 2. Distant metastasis-free interval according to recursive paritioning analysis (RPA) classification.
onfidence interval of the VUMC-RPA, except for class III LRC), class III (DFS), and class II (OS). In all cases, the Rs were lower than those found in the VUMC study.
dditional analyses In contrast to what was found in the VUMC-RPA study
opulation, in the RPA validation study population, no ifference regarding LRC was found between those with T3 nd T4 tumors with positive or close surgical margins. In his subset, the 5-year LRC rate for those with Stage T3
ig. 3. Disease-free survival according to recursive partitioning
nalysis (RPA) classification. f
ig. 4. Overall survival according to recursive partitioning analysis RPA) classification.
isease was 71% vs. 67% for those with Stage T4 disease p � 0.51). This finding persisted after correcting for poential confounders.
DISCUSSION
This multicenter retrospective study was performed to alidate the single-center VUMC-RPA classification system or HNSCC treated with surgery and postoperative RT. In eneral, the results revealed that assignment of this RPA lassification system to a multicenter population of patients esulted in statistically significant differences for all clinially relevant endpoints, including LRC, DMFI, DFS, and S among the three classes. It should be emphasized that even though some hetero
eneity was present regarding target volume definition and otal radiation dose among the different institutions, the PA classification system remained valid. Recently, the results of two prospective randomized stud
es were presented in which patients with HNSCC were andomly assigned to receive postoperative RT alone vs. ostoperative RT plus concomitant chemotherapy (12, 13). hese trials have provided strong evidence for better LRC nd OS when chemotherapy was added to postoperative RT mong patients with unfavorable tumor characteristics. The uestion arises as to whether the RPA classification system lso holds true for those patients receiving postoperative oncomitant chemoradiotherapy. This question remains to e answered and is the subject of a separate analysis among atients who received postoperative chemoradiotherapy. A ecently performed comparative analysis also identified postive surgical margins and/or ENS as important prognostic
actors and that patients with these characteristics received
124 I. J. Radiation Oncology ● Biology ● Physics Volume 68, Number 1, 2007
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he most benefit from the addition of chemotherapy to ostoperative RT (14). The translation of the results of that tudy to the RPA classification system could imply that atients classified as being at high or very high risk might enefit most from concomitant chemoradiotherapy in the ostoperative setting. A question that needs to be addressed s whether the classification according to the RPA system is better tool for the selection of patients for this combined reatment.
The HRs found in the present study were somewhat lower han the HRs found in the VUMC-RPA study population. In ontrast to the validation study population, the initial dataase included patients from only one center. It should be tressed that the possibility of interobserver variability mong the pathologists from the different centers, as well as he differences regarding the indications for postoperative T among the different institutions, might have had some ffect on the distinctive power of the classification system. or these reasons, and from a statistical viewpoint, it is not urprising that the HRs in the initial database were greater han in the validation database. Another explanation could e that the LRC rate in the intermediate-risk group of the PA validation population, in particular, was lower than
hat in the VUMC-RPA population (82% vs. 92%), resultng in smaller differences among the three classes in the PA validation population. One unexpected finding by Langendijk et al. (11) was
etter LRC for T4 tumors compared with T3 tumors in the ubset of patients with close or positive surgical margins. dditional analysis of the relationship between T stage and ther variables in the VUMC study revealed a significant ifference regarding the location of the primary tumor site, ith more laryngeal tumors in the T4 category and more ropharyngeal tumors in the T3 category. However, addiional analysis of the prognostic significance of T stage in his subset, stratified by tumor site, still revealed better LRC
or those with Stage T4 than for those with T3 at all sites. a
REFEREN
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1
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CONCLUSION
The RPA classification is a valid method to predict outomes among patients with HNSCC treated with surgery nd postoperative RT. It may provide a tool for the selection f high-risk patients most likely to benefit from intensified djuvant treatments such as concomitant chemoradiother
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