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Combined Spatial and Dosimetric Recurrence Pattern Analysis in Head and Neck Squamous Cell Carcinoma Following Postoperative (Chemo)radiotherapy

Abstract

Background

Advancements in nodal staging for head and neck squamous cell carcinoma (HNSCC) have prompted radiotherapy de-escalation trials to reduce irradiation of electively treated neck regions, with the goal of improving treatment tolerability. While volumetric de-escalation has shown promise in definitive radiotherapy of HNSCC, limited data exist regarding its safety in the postoperative treatment setting. This study aimed to assess dose-level-specific locoregional recurrence patterns following standard postoperative (chemo)radiotherapy in a mixed HNSCC cohort to inform risk-adaptive radiotherapy strategies.

Materials and methods

We retrospectively reviewed 203 HNSCC patients (75% HPV-negative, 25% HPV-positive) treated with curative intent postoperative (chemo)radiotherapy from 2017 to 2021. Recurrence imaging was co-registered with planning CT, and recurrent tumor volumes were dosimetrically compared to the target volume dose and spatially analyzed using a center-of-mass-based approach. We classified five recurrence types: A (central high-dose), B (peripheral high-dose), C (central intermediate- or low-dose), D (peripheral intermediate- or low-dose), and E (extraneous dose).

Results

With a median follow-up of 39.7 months, the three-year local, regional, and distant control of HPV-negative HNSCC were 84%, 87%, and 87%, respectively. Of 56 recurrences, 17 were local, 13 regional, 3 locoregional, 9 combined local/regional with concomitant distant failure, and 14 distant only. Of 40 analyzed recurrences, we identified 47.5% as type A/B, 5% as type C/D intermediate-dose, and 20% as type E, half of which were secondary cancers. Among the 27.5% (11/40) type C/D low-dose recurrences in the elective target volume, 15% (6/40) were true nodal failures, resulting in an overall elective neck failure rate of 3% (6/203).

Conclusion

The predominance of high-dose recurrences suggests that biological tumor resistance is a key driver of treatment failure, highlighting the necessity to refine postoperative risk stratification and integrate tumor biology into dose escalation decisions. The low incidence of isolated nodal recurrences in electively treated neck regions supports the feasibility of volumetric de-escalation of postoperative radiotherapy. This approach might not only be feasible for HPV-associated oropharyngeal cancers but also for HPV-negative tumors, provided that accurate nodal staging has been conducted.

Background

While the fundamental approach to multimodal treatment for locoregionally advanced head and neck squamous cell carcinoma (HNSCC) has remained consistent over the past decades, considerable technical advancements have been made in therapy components. Intensity-modulated radiotherapy (IMRT) has enabled increasingly conformal, multi-dose-leveled postoperative radiotherapy (PORT) for HNSCC, allowing for better normal tissue sparing. However, these complex IMRT plans carry a heightened risk of missing the tumor geographically and require precise treatment delivery. Therefore, refined analyses of recurrence patterns are essential for quality control in radiation therapy and for guiding the evolution of HNSCC target delineation.

As target volume definition and dose delivery in IMRT have technically advanced, so too have methods for analyzing recurrence patterns, providing a more accurate reflection of the complexity in multi-volume and multi-dose IMRT plans [1,2,3].

Conventional recurrence reporting based solely on anatomical or field references (in-field vs. marginal vs. out-of-field) was sufficient for conventional three-dimensional conformal radiotherapy (3D-CRT) with homogeneous and sizable RT volumes. However, it might not be suitable for more complex IMRT plans. A more recent combined spatial and dosimetric method integrates the point-of-origin approach with dosimetry of recurrence volumes, offering a nuanced, etiology-indicative classification of failure types [2, 4]. Generally, correlating tumor recurrence volumes with initial clinicopathological features, anatomical locations, and treatment dosimetry can suggest the etiology of recurrences. In-field recurrences typically indicate tumor resistance, while marginal or out-of-field recurrences may reflect suboptimal target volume delineation or errors in treatment delivery.

Target volume delineation for PORT in HNSCC is less standardized than for definitive RT and recurrence patterns appear to be more diverse. This might be attributable to the introduction of new tissue planes facilitating abnormal patterns of tumor spread. Therefore, in the past, a comprehensive postoperative treatment approach of the primary tumor site and, in many cases, the bilateral cervical lymphatic drainage was preferred. However, as imaging techniques and the accuracy of nodal-staging have improved, prospective clinical trials are increasingly exploring volumetrically de-intensified treatment plans, aiming to enhance treatment tolerability in the postoperative setting [5,6,7]. Reducing irradiation volumes conventionally advised to receive elective irradiation doses, such as neck areas or neck sites, that have been surgically staged negative, is one such strategy.

Evaluating dose-level specific recurrence patterns in a representative HNSCC cohort treated with postoperative IMRT (PO-IMRT) could inform future approaches of volumetrically de-intensified target delineation.

We therefore performed a detailed recurrence pattern analysis of 203 HNSCC patients treated with PO-IMRT at the Heidelberg University Hospital, Department of Radiation Oncology, between 2017 and 2021, applying a combined spatial and dosimetric analysis method.

Methods

Patient selection

This was a retrospective single-center study. The integrated Heidelberg Institute for Radiation Oncology (HIRO) database was used to identify patients with diagnosis of squamous cell carcinoma of the oral cavity (OCSCC), oropharynx (OPSCC), hypopharynx (HPSCC) or larynx (LSCC), treated with curative intent PO-IMRT at the Heidelberg University Hospital, Department of Radiation Oncology from 2017 to 2021. Patients with prior surgery or RT for HNSCC, documented progression of disease during PO-IMRT or discontinuation of PO-IMRT with > 5 fractions missing were excluded.

Clinical data collection

Diagnostic contrast-enhanced computed tomography (CT) or magnetic resonance imaging (MRI) documenting first evidence of local and/or regional recurrence and/or distant metastases (rCT/rMRI) was identified. Recurrence was confirmed by pathology specimen (i.e. surgical biopsy) in most cases, and in all cases by interdisciplinary tumor board case review. Patient, disease and treatment characteristics were recorded from chart review.

Treatment planning and delivery

All patients were immobilized using a thermoplastic head mask. Intraoral stents were used at the discretion of the treating radiation oncologist. CT scans with 3 mm–1 mm slice thickness were used for treatment planning. Contrast-enhanced CT and/or T1-weighted MRI and surgery/pathology reports were used for target volume delineation. Treatment planning was conducted using RayStation (RayStation 11B, RaySearch Laboratories, Stockholm, Sweden). According to standard procedures at our institution and in concordance with international guidelines [8,9,10,11,12,13,14] organs at risk were delineated. Three clinical target volumes (CTV1-3), corresponding to high, intermediate and low-risk areas were typically defined as recommended by The Danish Head and Neck Cancer Group (DHANCA) Guidelines 2013 and 2020 [13]. A planning target volume (PTV) margin of 3 mm was added to CTV1-3. Doses prescribed to these 3 targets were 66, 60, and 54–57 Gy, respectively, delivered in 30 fractions. Occasionally a high-risk volume was identified that received higher dose (66–72.6 Gy). Radiation treatment was performed as IMRT in 200 patients and as combined RT (IMRT and carbon ion or proton boost) in 3 patients, using the active raster scanning method. For patients with recurrent disease at the start of RT, doses could be individualized. Daily image guidance was performed by cone-beam CT for IMRT and by orthogonal x-rays in case of carbon ion or proton boost irradiation, with position correction.

Follow-up

Imaging follow-up, including contrast-enhanced CT or MRI scans of the head and neck were scheduled 6 to 8 weeks after treatment and then every 3 months within the first two years, every 6 months within the third year, and every 12 months within year four to five. A CT thorax scan and abdominal sonography was performed once per year. Symptoms and toxicities were recorded non-standardized by a radiation oncologist at each follow-up visit according to the Common Terminology Criteria for Adverse Events (CTCAE Version 4.03 and 5.0). Patients presented regularly to an otorhinolaryngologist or maxillofacial surgeon for clinical examination.

Image registration

Using clinical information and radiologic imaging, recurrent gross tumor volumes (rGTV) were delineated on the rCT or rMRI. Original planning CT (pCT) and irradiation plans were restored. A rigid frame-of-reference registration was first performed between the pCT and the rCT/rMRI, followed by deformable image registration (DIR) with the pCT as the reference. An anatomically constrained deformation algorithm based on image intensity and anatomical information was used for DIR. The deformed rGTV was then propagated to the pCT, and a 4 mm diameter centroid was delineated using a 2 mm margin around the central voxel of the rGTV (Fig. 1).

Fig. 1
figure 1

Workflow of recurrence gross tumor volume (rGTV) delineation and deformable image registration (DIR). (A) planning CT (pCT) and radiotherapy plan were retrieved. (B) recurrence CT or MRI (rCT/rMRI) documenting recurrence was retrieved for rGTV delineation. (C) rCT/rMRI was co-registered with pCT. (D) rGTV on the rCT/rMRI was deformed to co-registered pCT and the centroid was calculated

Pattern of recurrence classification

Recurrences were classified into five different types [2] (Table 1). The centroid of the deformed rGTV determined the target volume of origin. The dose to 95% of the rGTV (rD95%) was calculated and compared relative to the prescribed dose of the target volume of origin. A recurrence was classified as a secondary cancer if the rGTV occurred at a site unrelated to the initial primary cancer and was confirmed as such by review through the interdisciplinary tumor board. In the case of multiple rGTV, the higher classification type was considered dominant.

Table 1 Recurrence classification

Event definitions

Local treatment failure was defined as recurrence at the primary tumor site, regional failure as recurrence in cervical lymph nodes, and distant failure as recurrence in organs outside the head and neck.

Statistical analysis

Statistical analysis was performed using GraphPad Prism (Version 10.1.2) and R (Version 4.4.1). Local, regional, and distant treatment failure were estimated separately using cumulative incidence function. The time to event was measured from the start of PO-IMRT. Deaths without the event of interest, lost to follow up or treatment failure patterns different from the event of interest were considered competing risk events. The time to event following recurrence was measured from the date of diagnosis of recurrence. Postrecurrence overall survival (OS) was estimated using the Kaplan-Meier method. The median follow-up for OS was calculated using the inverse Kaplan-Meier method.

Results

Patient, disease, treatment characteristics and outcomes (entire population)

In total 206 patients receiving curative intent PO-IMRT between 2017 and 2021, without prior HNSCC treatment, were identified. Three patients were excluded due to disease progression during PO-IMRT or treatment discontinuation with > 5 fractions not applied. The median follow-up was 39.7 months. Excluding patients with HPV-positive OPSCC (50/203) the 3-year locoregional control rate in the HPV-negative mixed-case cohort was 74% (Fig. 2D), 3-year local, regional and distant control were 84%, 87% and 87% respectively (Supplementary Fig. 1A-C). Of the 203 patients 64% received bilateral, 33% received ipsilateral and 3% received no neck dissection, while 77% received bilateral, 17% received unilateral and 6% received no neck irradiation (Table 2). Of patients who received unilateral or no neck irradiation, none had recurrence in the unirradiated neck.

Fig. 2
figure 2

HNSCC subsites, distribution of recurrence types and cumulative incidence of locoregional recurrence for HPV- HNSCC. (A) Pie chart depicting proportions of HNSCC subsites of the entire dataset, including the relative fraction of recurrences. (B) Pie chart depicting the distribution of predominant typology of recurrence, including the location of type C/D low-dose recurrences. (C) Venn diagram depicting pattern of local/regional recurrence and distant metastasis (D) Cumulative incidence of locoregional recurrences for HPV- HNSCC, taking competing risk into account. HNSCC = head and neck squamous cell carcinoma, OCSCC = oral cavity squamous cell carcinoma, OPSCC = oropharyngeal squamous cell carcinoma, HPSCC = hypopharyngeal squamous cell carcinoma, LSCC = laryngeal squamous cell carcinoma, HPV = human papillomavirus, DM = distant metastasis, LR = local recurrence, RR = regional recurrence, ex. = excluding, mos.= months

Table 2 Treatment characteristics

Patient, disease, treatment characteristics and outcomes (recurrence population)

Of the 203 patients analyzed, 56 developed recurrence. Median time to recurrence was 7.5 months (range 2–73 months). Seventeen patients (30.4%) had local recurrence, 13 (23.2%) had regional recurrence, 3 (5.4%) had combined locoregional recurrence and 9 (16.0%) experienced local, regional or locoregional recurrence with concomitant distant metastasis, while 14 (25.0%) developed sole distant metastasis (Fig. 2C). Patients with distant metastases only and 2 patients without imaging documenting recurrence were excluded, leaving 40 patients for recurrence pattern analysis (Table 3; Fig. 2B, Supplemental Table 1). Median total treatment package time (TTP) for the 40 recurrence patients was 92 days (interquartile range: 80–104 days) vs. 87 days (interquartile range: 79–96 days) in patients without recurrence. In all 13/40 (33%) recurrence patients with TTP ≥ 100 days (a negative prognosticator [15,16,17]), the reason for prolonged TTP was a delay in PO-IMRT commencement. Specific causes were revision-surgery (3/13), prolonged wound healing (3/13), re-resection due to R1 margin (2/13), patient-related reasons (2/13), unspecified (2/13) or other medical events (1/13). Postrecurrence outcomes were analyzed for the largest recurrence site subset, which were OCSCC patients. The Kaplan-Meier estimate for median OS was 12.7 months following local, regional or locoregional recurrence vs. 3.2 months following distant metastasis (Supplementary Fig. 1D).

Table 3 Patient and disease characteristics

Pattern of recurrences

Twelve patients (30.0%) were classified type A (PTV60-72.6 Gy), 7 (17.5%) type B (PTV60-72.6 Gy), 1 (2.5%) type C intermediate-dose (PTV57Gy), 1 (2.5%) type D intermediate-dose (PTV57Gy), 9 (22.5%) type C low-dose (PTV54Gy), 2 (5%) type D low-dose (PTV54Gy) and 8 (20%) experienced type E failures, of which 4 (10%) were secondary cancers (Fig. 2B).

Of the 11 patients with type C/D low-dose recurrence, 5 (12.5%) occurred locally in proximity to the primary tumor and 6 (15%) occurred in elective lower neck volumes.

Cases of local recurrences

Of 16 analyzable patients with local recurrence only and 5 patients with local recurrence and concomitant distant failure, 11 (52%) had high-dose failures (7 type A and 4 type B). Of the 10 (48%) non high-dose failures 3 were type C low-dose, 2 were type D low-dose and 5 were type E. Focusing on non-central high-dose failures: of the 4 type B failures 3 were due to outgrowth of the recurrence volume from the PTV1. The fourth type B case denotes a patient with a long history of leukemia; therefore, it was agreed on a small volume PO-IMRT only whereby CTV2 and CTV3 were omitted deliberately, however the recurrence occurred directly on the PTV1 margin.

The 3 patients with type C low-dose failure had resected carcinomas of the right lateral border of the tongue with flap reconstruction. Two showed recurrences at the flap interface, extending into the right floor of mouth representing outgrowth from higher to lower dose regions. The third patient presented with a recurrence on the left lateral border of the tongue after 72.5 months considered as a secondary cancer.

The 2 patients with type D low-dose failure both experienced cranial dispersion as recurrence growth pattern. One had a resected carcinoma of the right lower alveolar ridge with perineural invasion. Recurrence occurred within the right masticator space, infiltrating through the right foramen ovale into the osseous base of the skull, presumably as perineural spread along the mandibular nerve (Fig. 3E). The other had a resected carcinoma of the lower left alveolar ridge with recurrence at the flap interface, extending along the left ramus mandibulae into the left masticator space.

Fig. 3
figure 3

Examples of retrograde lymphatic spread into ipsilateral parotid lymph nodes in 4 patients with primary tumor resection, ipsilateral or bilateral ND and in all cases ECE + ipsilateral lymph node metastases and R1 or close margin of the primary tumor (A-D). (A) SCC of the left lower alveolar ridge, pT4a pN3b ECE + close margin Pn0 LV0 G2, ND level I-III ipsilateral, recurrence type D intermediate dose. (B) SCC left buccal mucosa, pT4b pN3b ECE + R1 Pn0 LV1 G3, ND level I-III bilateral, recurrence type E. (C) SCC left maxilla, pT4a pN3b ECE + R1 Pn0 LV1 G2, ND level I-III ipsilateral, recurrence type D low dose. (D) SCC left anterior floor of mouth, pT4a pN3b ECE + R1 Pn1 LV1 G2, ND level I-III bilateral, recurrence type E. (E) Example of retrograde perineural spread along the mandibular nerve through the base of skull after resection of a SCC of the right lower alveolar ridge, pT4a pN1 ECE- R1 Pn1 LV0 G2, recurrence type D low dose. ND = neck dissection, SCC = squamous cell carcinoma, ECE = extracapsular extension

Of the 5 patients with type E extraneous dose failures, 3 were classified as secondary cancers. Extensive outgrowth of recurrent disease from the high-dose and low-dose target volumes into cranial out of field areas was the reason for the remaining 2 type E failures.

Cases of regional recurrence

Of 12 analyzable patients with regional recurrence only and 2 patients with regional recurrence and concomitant distant failure, 4 (29%) had high-dose failures (2 type A and 2 type B). Of 10 (71%) non high-dose failures 1 was classified as type C intermediate-dose, 1 as type D intermediate-dose, 6 as type C low-dose and 2 as type E. Focusing on non-central high-dose failures: One type B peripheral high-dose failure occurred in a patient with resected left maxilla carcinoma, flap and plate reconstruction, ipsilateral neck dissection, and risk factors like R1 margin status, extracapsular extension and lymphovascular invasion. The rGTV originated in the left retromandibular region, extending into the parotid space with a second recurrence within the parotid (type D, Fig. 3C). This regional therapy failure, indicative of retrograde lymphatic spread into the (partially) RT-spared parotid, was seen in 5/40 patients. Figures 3A-D display 4 cases. These patients shared common features such as extensive reconstructive surgery and ipsilateral lymph node metastases with ECE + and lymphovascular invasion in 4/5 cases.

The 6 patients with regional type C low-dose failures in electively treated neck volumes, all had bilateral neck dissection and bilateral neck irradiation. In 4/6 cases recurrences occurred solely within the neck side of initial lymph node involvement (Fig. 4). Two of the 6 patients with regional failures in elective volumes already had advanced disease recurrence with concomitant distant failure and subcutaneous metastases.

Fig. 4
figure 4

Six cases of type C low dose recurrence within the elective neck volume (A-F). (A) SCC of the hypopharynx, initial cN+/pN + level II right and left, rcN+/rpN + level II right (not shown) and level II left. (B) SCC of the larynx, initial pN + level II-V right, rcN+/rpN + level IV right. (C) SCC of the lower right alveolar ridge, initial cN+/pN + level I-II right, rcN + level III right. (D) SCC of the left boarder of the tongue, initial cN+/pN + level II right, rcN+/rpN + level III left. (E) SCC of the left boarder of the tongue, initial cN+/pN + level II left, rcN + level IV left and concomitant distant metastases. (F) SCC of the left boarder of the tongue, initial cN + level II right with pN0, cN+/pN + level II left, rcN + level II and IV right, III and V left and concomitant distant metastases. SCC = squamous cell carcinoma

Cases of locoregional recurrences

Patients with locoregional recurrence, by definition, had multifocal recurrence involving the primary tumor site and regional areas. Of 3 patients with locoregional recurrence and 2 patients with locoregional and concomitant distant failure 4 (80%) had high-dose failures: 3 were classified as type A (dominant type), with concomitant type B or type E failures in cranial or upper cervical lymph node areas.

Discussion

We evaluated a mixed-case cohort of HNSCC patients treated with curative intent PO-IMRT. Three-year control rates for HPV-negative patients were 84.0% locally, 87.0% regionally, and 87.0% for distant sites, aligning with findings from other studies [18,19,20,21,22]. The Kaplan-Meier estimates for post-recurrence median OS in OCSCC patients were 12.7 months for local/regional recurrences and 3.2 months for distant metastases, which compared favorably with other reports [23].

Various analytical methods have been developed to classify recurrence volumes in order to estimate their etiology. The volume-based method, which quantifies the overlap of recurrence and target volumes [20, 24,25,26], or the 95% isodose [19, 27,28,29,30], often results in a marginal classification bias, especially in cases of delayed diagnosis and larger recurrence volumes. Furthermore, it does not incorporate dosimetry when based solely on target volumes [1, 3, 31]. The point-based or focal method, which determines the spatial relationship of the recurrence volume’s center of mass to the initial target volume, offers more accuracy in the definitive treatment setting [31, 32], but is limited by its assumption of homogeneous concentric tumor growth, often not applicable post-surgery due to anatomical changes.

Addressing these shortcomings, a combined spatial and dosimetric analysis method has been introduced by Mohammed et al. [2, 4]. This approach utilizes deformable image registration with superior accuracy and reproducibility compared to rigid image registration [2, 31] and introduces a more etiology-indicative failure type classification.

In our cohort of 203 HNSCC patients, we observed 56 recurrences. Excluding patients with distant metastasis only and 2 patients without recurrence imaging left 40 patients for analysis. Of those, 25% were classified as type B or D, conventionally classified as “marginal” recurrences. However, a detailed case review revealed that 80% of these recurrences were due to tumor outgrowth from high to low-dose target volumes, rather than incorrect delineation. Therefore, while the combined method provides a detailed classification, an accurate assessment of recurrence etiology should always include a clinically informed case review.

Together, we observed 75% in-field, 5% marginal, and 20% out-of-field recurrences, with the latter including 50% secondary cancers, indicating effective target volume definition at our institution.

Furthermore, 48% of the cases were high-dose failures, suggesting tumor resistance to PO-IMRT. Strategies to prevent such failures might include the optimization of head and neck surgical techniques to increase the rate of R0 resections [33]. Moreover, it underlines the necessity to develop novel predictive markers for RT response, thereby refining postoperative risk stratification and guiding treatment intensification.

Particularly notable was a failure pattern involving retrograde lymphatic spread to the ipsilateral parotid area observed in 5/40 patients, with parotid-sparing IMRT in 3/5 cases. This failure pattern has also been described by previous series [4, 26]. We suggest reevaluation of parotid-sparing strategies to balance reduced radiation-induced xerostomia with improved locoregional control in patients who fulfill several recurrence risk factors.

Another key observation was the retrograde perineural spread along cranial nerves, resulting in extensive recurrences, as reported by other series [4, 34, 35]. This emphasizes the importance of covering nerve paths near primary sites in radiation planning, especially for tumors with a high potential for cranial dispersion, such as advanced tumors located in the buccal mucosa, retromolar trigone, and alveolar ridges. Routes of spread along V2, V3, or directly through the temporalis muscle as well as the related communicating extracranial spaces have been described in depth by Lin et al. [29].

To reduce toxicity, several trials are exploring the safety of decreasing radiation volumes to neck areas with an empirically low risk for nodal micrometastases [5,6,7, 36, 37]. Currently, these areas are treated electively with doses up to 54 Gy. This approach is particularly relevant for OCSCC patients, who often undergo extensive bilateral elective neck irradiation postoperatively, increasing the risk of oral complications and dysphagia [38]. Nonetheless, de-escalation poses challenges to locoregional control, especially in this prognostically unfavorable HPV-negative HNSCC subgroup. Therefore, updated recurrence analyses providing dose-level-specific recurrence probabilities could guide such volume modulation trials.

Unilateral neck irradiation has shown favorable toxicity outcomes in OCSCC patients [7, 39, 40]. However, European consensus recommends this approach only for lateralized OCSCC with limited nodal involvement [12], to mitigate the risk of contralateral lymphatic spread, particularly in centrally located tumors [4, 18, 19, 41], with extensive nodal involvement or deep primary tumor invasion [12, 39, 42].

Notably, Contreras et al. reported a 97% control rate in the unirradiated neck when omitting elective irradiation of pN0 neck sides in 72 HNSCC patients, despite 71% had tumors involving midline structures. In this trial most patients received bilateral neck dissection and preoperative 18FDG-PET/CT staging [7].

Our analysis showed that 27.5% (11/40) of local/regional recurrences occurred in low-risk regions (type C/D), but true nodal failures were only 15% (6/40), indicating an overall isolated regional recurrence risk of 3% (6/203) in electively treated neck volumes. This aligns with other studies reporting failure rates of 1–10% in corresponding low-risk volumes [4, 18, 20, 21, 23] (median 3%, Supplementary Table 2). Therefore, stronger risk adaptation of electively treated neck volumes could be viable for HPV-negative HNSCC, especially in OCSCC, provided comprehensive preoperative staging is conducted. Despite its retrospective nature and potential biases from being conducted at a high-volume center, this study represents one of the largest mixed-case analyses of failure patterns in PO-IMRT in HNSCC, underscoring the importance of tailored risk adaptation in treatment planning to balance efficacy and toxicity.

Conclusion

In this mixed-case, predominantly HPV-negative HNSCC cohort, the most common failure type following postoperative IMRT occurred centrally or marginally to high-risk/high-dose volumes, indicating primary tumor resistance as the key driver of therapy failure. Given the lack of benefit from unguided dose escalation, this underscores the need to refine current postoperative HNSCC risk stratification towards a tumor biology-based dose prescription. Among 203 patients analyzed, we noted 6 regional failures in electively treated neck regions. To reduce treatment-related toxicity, volumetric de-escalation of these regions could be viable not only for HPV-positive, but also HPV-negative HNSCC. This approach requires comprehensive preoperative diagnostics and precise nodal staging, with further validation in prospective trials.

Data availability

No datasets were generated or analysed during the current study.

Abbreviations

3D-CRT:

Three-dimension conformal radiotherapy

CTV:

Clinical target volume

CT:

Computed tomography

CTCAE:

Common Terminology Criteria for Adverse Events

DAHANCA:

Danish Head and Neck Cancer Group

DIR:

Deformable image registration

DM:

Distant metastasis

ECE:

Extracapsular extension

HIRO:

Heidelberg Institute for Radiation Oncology

HNSCC:

Head and neck squamous cell carcinoma

HPV:

Human papillomavirus

HPSCC:

Squamous cell carcinoma of the hypopharynx

IMRT:

Intensit-modulated radiotherapy

LR:

Local recurrence

LSCC:

Squamous cell carcinoma of the larynx

mos.:

Months

MRI:

Magnetic resonance imaging

ND:

Neck dissection

OCSCC:

Squamous cell carcinoma of the oral cavity

OPSCC:

Squamous cell carcinoma of the oropharynx

pCT:

Planning computed tomography

PO-IMRT:

Postoperative intensity-modulated radiotherapy

PORT:

Postoperative radiotherapy

PTV:

Planning target volume

rCT:

Computed tomography documenting recurrence

rGTV:

Recurrent gross tumor volume

rMRI:

Magnetic resonance imaging documenting recurrence

RR:

Regional recurrence

RT:

Radiotherapy

TTP:

Total treatment package time

References

  1. Mione C, Martin F, Miroir J, Moreau J, Saroul N, Pham Dang N, et al. Impact of the method chosen for the analysis of recurrences after radiotherapy for head and neck cancers: volume-based, point-based and combined methods. Cancer Radiother. 2021;25(5):502–6.

    Article  CAS  PubMed  Google Scholar 

  2. Mohamed AS, Rosenthal DI, Awan MJ, Garden AS, Kocak-Uzel E, Belal AM, et al. Methodology for analysis and reporting patterns of failure in the era of IMRT: head and neck cancer applications. Radiat Oncol. 2016;11(1):95.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Ferreira BC, Marques RV, Khouri L, Santos T, Sa-Couto P, do, Carmo Lopes M. Assessment and topographic characterization of locoregional recurrences in head and neck tumours. Radiat Oncol. 2015;10:41.

  4. Mohamed ASR, Wong AJ, Fuller CD, Kamal M, Gunn GB, Phan J, et al. Patterns of locoregional failure following post-operative intensity-modulated radiotherapy to oral cavity cancer: quantitative Spatial and dosimetric analysis using a deformable image registration workflow. Radiat Oncol. 2017;12(1):129.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Lang P, Contreras J, Kalman N, Paterson C, Bahig H, Billfalk-Kelly A, et al. Preservation of swallowing in resected oral cavity squamous cell carcinoma: examining radiation volume effects (PRESERVE): study protocol for a randomized phase II trial. Radiat Oncol. 2020;15(1):196.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Haderlein M, Speer S, Ott O, Lettmaier S, Hecht M, Semrau S et al. Dose reduction to the swallowing apparatus and the salivary glands by De-Intensification of postoperative radiotherapy in patients with head and neck cancer: first (Treatment Planning) results of the prospective multicenter DIREKHT trial. Cancers (Basel). 2020;12(3).

  7. Contreras JA, Spencer C, DeWees T, Haughey B, Henke LE, Chin RI, et al. Eliminating postoperative radiation to the pathologically Node-Negative neck: Long-Term results of a prospective phase II study. J Clin Oncol. 2019;37(28):2548–55.

    Article  CAS  PubMed  Google Scholar 

  8. Gregoire V, Ang K, Budach W, Grau C, Hamoir M, Langendijk JA, et al. Delineation of the neck node levels for head and neck tumors: a 2013 update. DAHANCA, EORTC, HKNPCSG, NCIC CTG, NCRI, RTOG, TROG consensus guidelines. Radiother Oncol. 2014;110(1):172–81.

    Article  PubMed  Google Scholar 

  9. Brouwer CL, Steenbakkers RJ, Bourhis J, Budach W, Grau C, Gregoire V, et al. CT-based delineation of organs at risk in the head and neck region: DAHANCA, EORTC, GORTEC, HKNPCSG, NCIC CTG, NCRI, NRG oncology and TROG consensus guidelines. Radiother Oncol. 2015;117(1):83–90.

    Article  PubMed  Google Scholar 

  10. Evans M, Beasley M. Target delineation for postoperative treatment of head and neck cancer. Oral Oncol. 2018;86:288–95.

    Article  PubMed  Google Scholar 

  11. Hansen CR, Johansen J, Samsoe E, Andersen E, Petersen JBB, Jensen K, et al. Consequences of introducing geometric GTV to CTV margin expansion in DAHANCA contouring guidelines for head and neck radiotherapy. Radiother Oncol. 2018;126(1):43–7.

    Article  PubMed  Google Scholar 

  12. Biau J, Lapeyre M, Troussier I, Budach W, Giralt J, Grau C, et al. Selection of lymph node target volumes for definitive head and neck radiation therapy: a 2019 update. Radiother Oncol. 2019;134:1–9.

    Article  PubMed  Google Scholar 

  13. Jensen K, Friborg J, Hansen CR, Samsoe E, Johansen J, Andersen M, et al. The Danish head and neck Cancer group (DAHANCA) 2020 radiotherapy guidelines. Radiother Oncol. 2020;151:149–51.

    Article  PubMed  Google Scholar 

  14. Carsuzaa F, Lapeyre M, Gregoire V, Maingon P, Beddok A, Marcy PY, et al. Recommendations for postoperative radiotherapy in head & neck squamous cell carcinoma in the presence of flaps: A GORTEC internationally-reviewed HNCIG-endorsed consensus. Radiother Oncol. 2021;160:140–7.

    Article  PubMed  Google Scholar 

  15. Goel AN, Frangos MI, Raghavan G, Lazaro SL, Tang B, Chhetri DK, et al. The impact of treatment package time on survival in surgically managed head and neck cancer in the united States. Oral Oncol. 2019;88:39–48.

    Article  PubMed  Google Scholar 

  16. Ghanem AI, Schymick M, Bachiri S, Mannari A, Sheqwara J, Burmeister C, et al. The effect of treatment package time in head and neck cancer patients treated with adjuvant radiotherapy and concurrent systemic therapy. World J Otorhinolaryngol Head Neck Surg. 2019;5(3):160–7.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Rosenthal DI, Liu L, Lee JH, Vapiwala N, Chalian AA, Weinstein GS, et al. Importance of the treatment package time in surgery and postoperative radiation therapy for squamous carcinoma of the head and neck. Head Neck. 2002;24(2):115–26.

    Article  PubMed  Google Scholar 

  18. Waldram R, Taylor AE, Whittam S, Iyizoba-Ebozue Z, Murray L, Frood R, et al. Evaluation of locoregional recurrence patterns following adjuvant (Chemo)Radiotherapy for oral cavity carcinoma. Clin Oncol (R Coll Radiol). 2020;32(4):228–37.

    Article  CAS  PubMed  Google Scholar 

  19. Metcalfe E, Aspin L, Speight R, Ermis E, Ramasamy S, Cardale K, et al. Postoperative (Chemo)Radiotherapy for oral cavity squamous cell carcinomas: outcomes and patterns of failure. Clin Oncol (R Coll Radiol). 2017;29(1):51–9.

    Article  CAS  PubMed  Google Scholar 

  20. Ooishi M, Motegi A, Kawashima M, Arahira S, Zenda S, Nakamura N, et al. Patterns of failure after postoperative intensity-modulated radiotherapy for locally advanced and recurrent head and neck cancer. Jpn J Clin Oncol. 2016;46(10):919–27.

    Article  PubMed  Google Scholar 

  21. Chan AK, Huang SH, Le LW, Yu E, Dawson LA, Kim JJ, et al. Postoperative intensity-modulated radiotherapy following surgery for oral cavity squamous cell carcinoma: patterns of failure. Oral Oncol. 2013;49(3):255–60.

    Article  PubMed  Google Scholar 

  22. Geretschlager A, Bojaxhiu B, Crowe S, Arnold A, Manser P, Hallermann W, et al. Outcome and patterns of failure after postoperative intensity modulated radiotherapy for locally advanced or high-risk oral cavity squamous cell carcinoma. Radiat Oncol. 2012;7:175.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Leeman JE, Li JG, Pei X, Venigalla P, Zumsteg ZS, Katsoulakis E, et al. Patterns of treatment failure and postrecurrence outcomes among patients with locally advanced head and neck squamous cell carcinoma after chemoradiotherapy using modern radiation techniques. JAMA Oncol. 2017;3(11):1487–94.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Chao KS, Ozyigit G, Tran BN, Cengiz M, Dempsey JF, Low DA. Patterns of failure in patients receiving definitive and postoperative IMRT for head-and-neck cancer. Int J Radiat Oncol Biol Phys. 2003;55(2):312–21.

    Article  PubMed  Google Scholar 

  25. Shakam A, Scrimger R, Liu D, Mohamed M, Parliament M, Field GC, et al. Dose-volume analysis of locoregional recurrences in head and neck IMRT, as determined by deformable registration: a prospective multi-institutional trial. Radiother Oncol. 2011;99(2):101–7.

    Article  PubMed  Google Scholar 

  26. Chen AM, Farwell DG, Luu Q, Chen LM, Vijayakumar S, Purdy JA. Marginal misses after postoperative intensity-modulated radiotherapy for head and neck cancer. Int J Radiat Oncol Biol Phys. 2011;80(5):1423–9.

    Article  PubMed  Google Scholar 

  27. Dawson LA, Anzai Y, Marsh L, Martel MK, Paulino A, Ship JA, et al. Patterns of local-regional recurrence following parotid-sparing conformal and segmental intensity-modulated radiotherapy for head and neck cancer. Int J Radiat Oncol Biol Phys. 2000;46(5):1117–26.

    Article  CAS  PubMed  Google Scholar 

  28. Bayman E, Prestwich RJ, Speight R, Aspin L, Garratt L, Wilson S, et al. Patterns of failure after intensity-modulated radiotherapy in head and neck squamous cell carcinoma using compartmental clinical target volume delineation. Clin Oncol (R Coll Radiol). 2014;26(10):636–42.

    Article  CAS  PubMed  Google Scholar 

  29. Lin YW, Chen YF, Yang CC, Ho CH, Wu TC, Yen CY, et al. Patterns of failure after postoperative intensity-modulated radiotherapy for locally advanced buccal cancer: initial masticator space involvement is the key factor of recurrence. Head Neck. 2018;40(12):2621–32.

    Article  PubMed  Google Scholar 

  30. Chakraborty S, Patil VM, Babu S, Muttath G, Thiagarajan SK. Locoregional recurrences after post-operative volumetric modulated Arc radiotherapy (VMAT) in oral cavity cancers in a resource constrained setting: experience and lessons learned. Br J Radiol. 2015;88(1048):20140795.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Due AK, Vogelius IR, Aznar MC, Bentzen SM, Berthelsen AK, Korreman SS, et al. Methods for estimating the site of origin of locoregional recurrence in head and neck squamous cell carcinoma. Strahlenther Onkol. 2012;188(8):671–6.

    Article  CAS  PubMed  Google Scholar 

  32. Raktoe SA, Dehnad H, Raaijmakers CP, Braunius W, Terhaard CH. Origin of tumor recurrence after intensity modulated radiation therapy for oropharyngeal squamous cell carcinoma. Int J Radiat Oncol Biol Phys. 2013;85(1):136–41.

    Article  PubMed  Google Scholar 

  33. Feichtinger M, Pau M, Zemann W, Aigner RM, Karcher H. Intraoperative control of resection margins in advanced head and neck cancer using a 3D-navigation system based on PET/CT image fusion. J Craniomaxillofac Surg. 2010;38(8):589–94.

    Article  PubMed  Google Scholar 

  34. Daly ME, Le QT, Kozak MM, Maxim PG, Murphy JD, Hsu A, et al. Intensity-modulated radiotherapy for oral cavity squamous cell carcinoma: patterns of failure and predictors of local control. Int J Radiat Oncol Biol Phys. 2011;80(5):1412–22.

    Article  PubMed  Google Scholar 

  35. Yao M, Chang K, Funk GF, Lu H, Tan H, Wacha J, et al. The failure patterns of oral cavity squamous cell carcinoma after intensity-modulated radiotherapy-the university of Iowa experience. Int J Radiat Oncol Biol Phys. 2007;67(5):1332–41.

    Article  PubMed  Google Scholar 

  36. van den Bosch S, Dijkema T, Kunze-Busch MC, Terhaard CH, Raaijmakers CP, Doornaert PA, et al. Uniform FDG-PET guided gradient dose prescription to reduce late radiation toxicity (UPGRADE-RT): study protocol for a randomized clinical trial with dose reduction to the elective neck in head and neck squamous cell carcinoma. BMC Cancer. 2017;17(1):208.

    Article  PubMed  PubMed Central  Google Scholar 

  37. Sher DJ, Moon DH, Vo D, Wang J, Chen L, Dohopolski M, et al. Efficacy and Quality-of-Life following involved nodal radiotherapy for head and neck squamous cell carcinoma: the INRT-AIR phase II clinical trial. Clin Cancer Res. 2023;29(17):3284–91.

    Article  CAS  PubMed  Google Scholar 

  38. Rathod S, Livergant J, Klein J, Witterick I, Ringash J. A systematic review of quality of life in head and neck cancer treated with surgery with or without adjuvant treatment. Oral Oncol. 2015;51(10):888–900.

    Article  PubMed  Google Scholar 

  39. Vergeer MR, Doornaert PA, Jonkman A, Kaanders JH, van den Ende PL, de Jong MA, et al. Ipsilateral irradiation for oral and oropharyngeal carcinoma treated with primary surgery and postoperative radiotherapy. Int J Radiat Oncol Biol Phys. 2010;78(3):682–8.

    Article  PubMed  Google Scholar 

  40. Wirtz MM, Temming S, Kocher M, Kunze S, Semrau R. Low risk of contralateral lymph node recurrence in lateralized head and neck carcinoma after postoperative ipsilateral radiotherapy. Strahlenther Onkol. 2020;196(5):474–84.

    Article  PubMed  Google Scholar 

  41. Molstrom J, Gronne M, Green A, Bakholdt V, Sorensen JA. Topographical distribution of Sentinel nodes and metastases from T1-T2 oral squamous cell carcinomas. Eur J Cancer. 2019;107:86–92.

    Article  PubMed  Google Scholar 

  42. Ganly I, Goldstein D, Carlson DL, Patel SG, O’Sullivan B, Lee N, et al. Long-term regional control and survival in patients with low-risk, early stage oral tongue cancer managed by partial glossectomy and neck dissection without postoperative radiation: the importance of tumor thickness. Cancer. 2013;119(6):1168–76.

    Article  PubMed  Google Scholar 

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Funding

Open Access funding enabled and organized by Projekt DEAL.

Open Access funding enabled and organized by Projekt DEAL. We acknowledge fnancial support by Deutsche Forschungsgemeinschaft within the funding programme “Open Access Publikationskosten” as well as by Heidelberg University. M.D. is funded by Else Kröner-Fresenius-Stiftung (Grant No. 2023_EKMS.27).

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Conceptualization of the study: P.S., T.H.; Data acquisition: P.S., H.L., H.F., A.H., K.D.; Data analysis and interpretation: P.S., T.H., F.S., S.R., K.W.; Statistical analysis: P.S.; Manuscript preparation: P.S., T.H.; Manuscript editing: P.S., F.S., K.W., S.R., L.B.; Manuscript review: P.S., T.H., J.D., J.H., P.P., G.D., L.W., K.S., J.M., O.R.

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Correspondence to Philipp Schröter.

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Competing interests

J.D. received grants from RaySearch Laboratories AB, Vision RT Limited, Merck Serono GmbH, Siemens Healthcare GmbH, PTW-Freiburg Dr. Pychlau GmbH, Accuray Incorporated and IntraOP Medical outside the submitted work.

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The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Ethics Committee of Heidelberg University (S-421-2015).

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Schröter, P., Lau, H.H., Stritzke, F. et al. Combined Spatial and Dosimetric Recurrence Pattern Analysis in Head and Neck Squamous Cell Carcinoma Following Postoperative (Chemo)radiotherapy. Radiat Oncol 20, 63 (2025). https://doiorg.publicaciones.saludcastillayleon.es/10.1186/s13014-025-02641-8

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