Evaluating Clinical Factors Including HPV Clearance on Survival Outcomes in HPV+ Oropharyngeal Carcinoma †
Simple Summary
Abstract
1. Introduction
2. Methods
2.1. Patient Selection and Oversight
2.2. Molecular Testing of TTMV-HPV DNA
2.3. Statistical Analysis
3. Results
3.1. Patient Population
3.2. MRD Status
3.3. Rate of MRD Clearance
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- El-Naggar, A.K.; Chan, J.K.; Takata, T.; Grandis, J.R.; Slootweg, P.J. The Fourth Edition of the Head and Neck World Health Organization Blue Book: Editors’ Perspectives. Hum. Pathol. 2017, 66, 10–12. [Google Scholar] [CrossRef]
- Sung, H.; Ferlay, J.; Siegel, R.L.; Laversanne, M.; Soerjomataram, I.; Jemal, A.; Bray, F. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J. Clin. 2021, 71, 209–249. [Google Scholar] [CrossRef] [PubMed]
- Machiels, J.-P.; René Leemans, C.; Golusinski, W.; Grau, C.; Licitra, L.; Gregoire, V. Reprint of “Squamous Cell Carcinoma of the Oral Cavity, Larynx, Oropharynx and Hypopharynx: EHNS-ESMO-ESTRO Clinical Practice Guidelines for Diagnosis, Treatment and Follow-Up”. Oral Oncol. 2021, 113, 105042. [Google Scholar] [CrossRef] [PubMed]
- Ang, K.K.; Harris, J.; Wheeler, R.; Weber, R.; Rosenthal, D.I.; Nguyen-Tân, P.F.; Westra, W.H.; Chung, C.H.; Jordan, R.C.; Lu, C.; et al. Human Papillomavirus and Survival of Patients with Oropharyngeal Cancer. N. Engl. J. Med. 2010, 363, 24–35. [Google Scholar] [CrossRef]
- Fakhry, C.; Lacchetti, C.; Rooper, L.M.; Jordan, R.C.; Rischin, D.; Sturgis, E.M.; Bell, D.; Lingen, M.W.; Harichand-Herdt, S.; Thibo, J. Human Papillomavirus Testing in Head and Neck Carcinomas: ASCO Clinical Practice Guideline Endorsement of the College of American Pathologists Guideline. J. Clin. Oncol. 2018, 36, 3152–3161. [Google Scholar] [CrossRef]
- Nauta, I.; Rietbergen, M.; Van Bokhoven, A.; Bloemena, E.; Lissenberg-Witte, B.; Heideman, D.; de Jong, R.B.; Brakenhoff, R.; Leemans, C. Evaluation of the Eighth TNM Classification on P16-Positive Oropharyngeal Squamous Cell Carcinomas in the Netherlands and the Importance of Additional HPV DNA Testing. Ann. Oncol. 2018, 29, 1273–1279. [Google Scholar] [CrossRef]
- Rassy, E.; Nicolai, P.; Pavlidis, N. Comprehensive Management of HPV-related Squamous Cell Carcinoma of the Head and Neck of Unknown Primary. Head Neck 2019, 41, 3700–3711. [Google Scholar] [CrossRef]
- Wong, R.J.; Shah, J.P. The Role of the Head and Neck Surgeon in Contemporary Multidisciplinary Treatment Programs for Advanced Head and Neck Cancer. Curr. Opin. Otolaryngol. Head Neck Surg. 2010, 18, 79–82. [Google Scholar] [CrossRef]
- Bourhis, J.; Overgaard, J.; Audry, H.; Ang, K.K.; Saunders, M.; Bernier, J.; Horiot, J.-C.; Le Maître, A.; Pajak, T.F.; Poulsen, M.G.; et al. Hyperfractionated or Accelerated Radiotherapy in Head and Neck Cancer: A Meta-Analysis. Lancet 2006, 368, 843–854. [Google Scholar] [CrossRef]
- Ang, K.K.; Harris, J.; Garden, A.S.; Trotti, A.; Jones, C.U.; Carrascosa, L.; Cheng, J.D.; Spencer, S.S.; Forastiere, A.; Weber, R.S. Concomitant Boost Radiation plus Concurrent Cisplatin for Advanced Head and Neck Carcinomas: Radiation Therapy Oncology Group Phase II Trial 99-14. J. Clin. Oncol. 2005, 23, 3008–3015. [Google Scholar] [CrossRef]
- Fu, K.K.; Pajak, T.F.; Trotti, A.; Jones, C.U.; Spencer, S.A.; Phillips, T.L.; Garden, A.S.; Ridge, J.A.; Cooper, J.S.; Ang, K.K. A Radiation Therapy Oncology Group (RTOG) Phase III Randomized Study to Compare Hyperfractionation and Two Variants of Accelerated Fractionation to Standard Fractionation Radiotherapy for Head and Neck Squamous Cell Carcinomas: First Report of RTOG 9003. Int. J. Radiat. Oncol. Biol. Phys. 2000, 48, 7–16. [Google Scholar] [CrossRef]
- Pignon, J.-P.; Le Maitre, A.; Maillard, E.; Bourhis, J.; Mach-Nc Collaborative Group. Meta-Analysis of Chemotherapy in Head and Neck Cancer (MACH-NC): An Update on 93 Randomised Trials and 17,346 Patients. Radiother. Oncol. 2009, 92, 4–14. [Google Scholar] [CrossRef] [PubMed]
- Sharma, A.; Kumar, M.; Bhasker, S.; Thakar, A.; Pramanik, R.; Biswas, A.; Kumar, A.; Sikka, K.; Singh, A.C.; Mallick, S.; et al. An Open-Label, Noninferiority Phase III RCT of Weekly versus Three Weekly Cisplatin and Radical Radiotherapy in Locally Advanced Head and Neck Squamous Cell Carcinoma (ConCERT Trial). JCO 2022, 40, 6004. [Google Scholar] [CrossRef]
- Noronha, V.; Joshi, A.; Patil, V.M.; Agarwal, J.; Ghosh-Laskar, S.; Budrukkar, A.; Murthy, V.; Gupta, T.; D’Cruz, A.K.; Banavali, S.; et al. Once-a-Week Versus Once-Every-3-Weeks Cisplatin Chemoradiation for Locally Advanced Head and Neck Cancer: A Phase III Randomized Noninferiority Trial. JCO 2018, 36, 1064–1072. [Google Scholar] [CrossRef] [PubMed]
- Gillison, M.L.; Trotti, A.M.; Harris, J.; Eisbruch, A.; Harari, P.M.; Adelstein, D.J.; Jordan, R.C.K.; Zhao, W.; Sturgis, E.M.; Burtness, B.; et al. Radiotherapy plus Cetuximab or Cisplatin in Human Papillomavirus-Positive Oropharyngeal Cancer (NRG Oncology RTOG 1016): A Randomised, Multicentre, Non-Inferiority Trial. Lancet 2019, 393, 40–50. [Google Scholar] [CrossRef]
- Fakhry, C.; Zhang, Q.; Nguyen-Tan, P.F.; Rosenthal, D.; El-Naggar, A.; Garden, A.S.; Soulieres, D.; Trotti, A.; Avizonis, V.; Ridge, J.A.; et al. Human Papillomavirus and Overall Survival After Progression of Oropharyngeal Squamous Cell Carcinoma. JCO 2014, 32, 3365–3373. [Google Scholar] [CrossRef]
- Huang, S.H.; Perez-Ordonez, B.; Weinreb, I.; Hope, A.; Massey, C.; Waldron, J.N.; Kim, J.; Bayley, A.J.; Cummings, B.; John Cho, B.C.; et al. Natural Course of Distant Metastases Following Radiotherapy or Chemoradiotherapy in HPV-Related Oropharyngeal Cancer. Oral Oncol. 2013, 49, 79–85. [Google Scholar] [CrossRef]
- Asheer, J.; Jensen, J.S.; Grønhøj, C.; Jakobsen, K.K.; von Buchwald, C. Rate of locoregional recurrence among patients with oropharyngeal squamous cell carcinoma with known HPV status: A systematic review. Acta Oncol. 2020, 59, 1131–1136. [Google Scholar] [CrossRef]
- Chow Laura, Q.M. Head and Neck Cancer. N. Engl. J. Med. 2020, 382, 60–72. [Google Scholar] [CrossRef]
- Hanna, G.J.; Roof, S.A.; Jabalee, J.; Rettig, E.M.; Ferrandino, R., II; Chen, S.; Posner, M.R.; Misiukiewicz, K.J.; Genden, E.M.; Chai, R.L.; et al. Negative Predictive Value of Circulating Tumor Tissue Modified Viral (TTMV)-HPV DNA for HPV-Driven Oropharyngeal Cancer Surveillance. Clin. Cancer Res. 2023, 29, 4306–4313. [Google Scholar] [CrossRef]
- Berger, B.M.; Hanna, G.J.; Posner, M.R.; Genden, E.M.; Lautersztain, J.; Naber, S.P.; Del Vecchio Fitz, C.; Kuperwasser, C. Detection of Occult Recurrence Using Circulating Tumor Tissue Modified Viral HPV DNA among Patients Treated for HPV-Driven Oropharyngeal Carcinoma. Clin. Cancer Res. 2022, 28, 4292–4301. [Google Scholar] [CrossRef]
- Chera, B.S.; Kumar, S.; Beaty, B.T.; Marron, D.; Jefferys, S.; Green, R.; Goldman, E.C.; Amdur, R.; Sheets, N.; Dagan, R.; et al. Rapid Clearance Profile of Plasma Circulating Tumor HPV Type 16 DNA during Chemoradiotherapy Correlates with Disease Control in HPV-Associated Oropharyngeal Cancer. Clin. Cancer Res. 2019, 25, 4682–4690. [Google Scholar] [CrossRef]
- Chera, B.S.; Kumar, S.; Shen, C.; Amdur, R.; Dagan, R.; Green, R.; Goldman, E.; Weiss, J.; Grilley-Olson, J.; Patel, S.; et al. Plasma Circulating Tumor HPV DNA for the Surveillance of Cancer Recurrence in HPV-Associated Oropharyngeal Cancer. JCO 2020, 38, 1050–1058. [Google Scholar] [CrossRef]
- Subramaniam, R.M.; Truong, M.; Peller, P.; Sakai, O.; Mercier, G. Fluorodeoxyglucose–Positron-Emission Tomography Imaging of Head and Neck Squamous Cell Cancer. Am. J. Neuroradiol. 2010, 31, 598. [Google Scholar] [CrossRef]
- Gupta, T.; Master, Z.; Kannan, S.; Agarwal, J.P.; Ghsoh-Laskar, S.; Rangarajan, V.; Murthy, V.; Budrukkar, A. Diagnostic Performance of Post-Treatment FDG PET or FDG PET/CT Imaging in Head and Neck Cancer: A Systematic Review and Meta-Analysis. Eur. J. Nucl. Med. Mol. Imaging 2011, 38, 2083–2095. [Google Scholar] [CrossRef]
- Sheikhbahaei, S.; Taghipour, M.; Ahmad, R.; Fakhry, C.; Kiess, A.P.; Chung, C.H.; Subramaniam, R.M. Diagnostic Accuracy of Follow-Up FDG PET or PET/CT in Patients with Head and Neck Cancer After Definitive Treatment: A Systematic Review and Meta-Analysis. Am. J. Roentgenol. 2015, 205, 629–639. [Google Scholar] [CrossRef]
- Bratman, S.V.; Bruce, J.P.; O’Sullivan, B.; Pugh, T.J.; Xu, W.; Yip, K.W.; Liu, F.-F. Human Papillomavirus Genotype Association with Survival in Head and Neck Squamous Cell Carcinoma. JAMA Oncol. 2016, 2, 823–826. [Google Scholar] [CrossRef] [PubMed]
- Ziai, H.; Warner, A.; Mundi, N.; Patel, K.; Chung, E.J.; Howlett, C.J.; Plantinga, P.; Yoo, J.; MacNeil, S.D.; Fung, K.; et al. Does HPV Subtype Predict Outcomes in Head and Neck Cancers? Int. J. Otolaryngol. 2021, 2021, 6672373. [Google Scholar] [CrossRef] [PubMed]
- Rettig, E.M.; Wang, A.A.; Tran, N.-A.; Carey, E.; Dey, T.; Schoenfeld, J.D.; Sehgal, K.; Guenette, J.P.; Margalit, D.N.; Sethi, R.; et al. Association of Pretreatment Circulating Tumor Tissue–Modified Viral HPV DNA With Clinicopathologic Factors in HPV-Positive Oropharyngeal Cancer. JAMA Otolaryngol. Head Neck Surg. 2022, 148, 1120–1130. [Google Scholar] [CrossRef] [PubMed]
- Hanna, G.J.; Dennis, M.J.; Scarfo, N.; Mullin, M.S.; Sethi, R.K.V.; Sehgal, K.; Annino, D.J., Jr.; Goguen, L.A.; Haddad, R.I.; Tishler, R.B.; et al. Personalized CtDNA for Monitoring Disease Status in Head and Neck Squamous Cell Carcinoma. Clin. Cancer Res. 2024, 30, 3329–3336. [Google Scholar] [CrossRef]
Overall (N = 170) | MRD-Negative (N = 77) | MRD-Positive (N = 11) | Unknown (N = 82) | |
---|---|---|---|---|
Age_at_collection | ||||
Median [Min, Max] | 64.5 [28.0, 88.0] | 65.0 [38.0, 87.0] | 64.0 [30.0, 74.0] | 64.0 [28.0, 88.0] |
HPV_Subtype | ||||
HPV 16 | 101 (59.4%) | 62 (80.5%) | 10 (90.9%) | 29 (35.4%) |
HPV 18 | 5 (2.9%) | 4 (5.2%) | 1 (9.1%) | 0 (0%) |
HPV 33 | 8 (4.7%) | 8 (10.4%) | 0 (0%) | 0 (0%) |
HPV 35 | 4 (2.4%) | 3 (3.9%) | 0 (0%) | 1 (1.2%) |
Negative | 32 (18.8%) | 0 (0%) | 0 (0%) | 32 (39.0%) |
Missing | 20 (11.8%) | 0 (0%) | 0 (0%) | 20 (24.4%) |
PDL1_Expression | ||||
Mean (SD) | 0.263 (0.296) | 0.302 (0.316) | 0.196 (0.161) | 0.230 (0.286) |
Median [Min, Max] | 0.150 [0, 1.00] | 0.200 [0, 1.00] | 0.200 [0.0100, 0.400] | 0.100 [0, 1.00] |
Missing | 70 (41.2%) | 27 (35.1%) | 4 (36.4%) | 39 (47.6%) |
Primary Site: Tonsil | ||||
No | 77 (45.3%) | 32 (41.6%) | 5 (45.5%) | 40 (48.8%) |
Yes | 93 (54.7%) | 45 (58.4%) | 6 (54.5%) | 42 (51.2%) |
Primary Site: Base of Tongue | ||||
No | 114 (67.1%) | 51 (66.2%) | 9 (81.8%) | 54 (65.9%) |
Yes | 56 (32.9%) | 26 (33.8%) | 2 (18.2%) | 28 (34.1%) |
Other Primary Sites | ||||
No | 74 (43.5%) | 31 (40.3%) | 4 (36.4%) | 39 (47.6%) |
Yes | 96 (56.5%) | 46 (59.7%) | 7 (63.6%) | 43 (52.4%) |
Surgery | ||||
No | 134 (78.8%) | 63 (81.8%) | 10 (90.9%) | 61 (74.4%) |
Yes | 30 (17.6%) | 10 (13.0%) | 1 (9.1%) | 19 (23.2%) |
Missing | 6 (3.5%) | 4 (5.2%) | 0 (0%) | 2 (2.4%) |
Chemo | ||||
No | 13 (7.6%) | 7 (9.1%) | 0 (0%) | 6 (7.3%) |
Yes | 150 (88.2%) | 66 (85.7%) | 11 (100%) | 73 (89.0%) |
Missing | 7 (4.1%) | 4 (5.2%) | 0 (0%) | 3 (3.7%) |
Radiation | ||||
No | 15 (8.8%) | 9 (11.7%) | 0 (0%) | 6 (7.3%) |
Yes | 146 (85.9%) | 63 (81.8%) | 11 (100%) | 72 (87.8%) |
Missing | 9 (5.3%) | 5 (6.5%) | 0 (0%) | 4 (4.9%) |
Stage | ||||
I | 60 (35.3%) | 31 (40.3%) | 3 (27.3%) | 26 (31.7%) |
II | 43 (25.3%) | 25 (32.5%) | 2 (18.2%) | 16 (19.5%) |
III | 47 (27.6%) | 19 (24.7%) | 3 (27.3%) | 25 (30.5%) |
IV | 17 (10.0%) | 2 (2.6%) | 3 (27.3%) | 12 (14.6%) |
Missing | 3 (1.8%) | 0 (0%) | 0 (0%) | 3 (3.7%) |
Variable | N | HR for OS (95% CI) | p Value | HR for PFS (95% CI) | p Value |
---|---|---|---|---|---|
MRD Status | |||||
Negative (Reference) | 77 | 1 | - | 1 | - |
Positive | 11 | 14.76 (3.39–64.15) | <0.001 | 9.05 (3.75–21.83) | <0.001 |
Age | |||||
<65 years (Reference) | 41 | 1 | - | 1 | - |
≥65 years | 47 | 0.46 (0.11–1.91) | 0.283 | 0.40 (0.17–0.97) | 0.042 |
PDL1 Expression | |||||
CPS < 20 (Reference) | 27 | 1 | - | 1 | - |
CPS ≥ 20 | 30 | 1.00 (0.16–6.24) | 0.999 | 0.84 (0.34–2.09) | 0.705 |
HPV Status | |||||
HPV16 (Reference) | 72 | 1 | - | 1 | - |
Other | 16 | 0.00 (0.00-Inf) | 0.999 | 0.79 (0.23–2.68) | 0.702 |
Treatment Type | |||||
CRT (Reference) | 69 | 1 | - | 1 | - |
Other | 14 | 0.00 (0.00-Inf) | 0.999 | 0.79 (0.23–2.73) | 0.714 |
Stage | |||||
I | 34 | 1 | - | 1 | - |
II | 27 | 0.38 (0.04–3.46) | 0.393 | 1.21 (0.41–3.60) | 0.732 |
III | 22 | 0.88 (0.16–4.85) | 0.886 | 1.63 (0.57–4.66) | 0.362 |
IV | 5 | 2.27 (0.25–21.07) | 0.47 | 3.34 (0.68–16.38) | 0.137 |
Variable | HR for OS (95% CI) | p Value | HR for PFS (95% CI) | p Value |
---|---|---|---|---|
MRD-Positive vs. -Negative | 2.01 (0.20–20.54) | 0.557 | 3.66 (0.91–14.73) | 0.068 |
Age ≥ 65 vs. <65 years | 0.83 (0.11–6.44) | 0.861 | 0.40 (0.14–1.17) | 0.094 |
PDL1 CPS ≥ 20 vs. <20 | 1.06 (0.14–8.06) | 0.953 | 0.94 (0.31–2.79) | 0.907 |
HPV Other vs. HPV16 | - | - | 0.85 (0.18–4.07) | 0.834 |
Other Treatment vs. CRT | - | - | 1.23 (0.31–4.78) | 0.768 |
Stage II vs. I | 0.00 (0.00-Inf) | 0.999 | 1.09 (0.28–4.28) | 0.907 |
Stage III vs. I | 1.46 (0.18–12.07) | 0.724 | 1.80 (0.48–6.75) | 0.384 |
Stage IV vs. I | 1.75 (0.09–32.60) | 0.706 | 1.41 (0.21–9.47) | 0.724 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Reyes, A.; Maroongroge, S.; Afkhami, M.; Villaflor, V.; Amini, A.; Sampath, S.; Maghami, E.; Gernon, T.; Patel, K.; Li, X.; et al. Evaluating Clinical Factors Including HPV Clearance on Survival Outcomes in HPV+ Oropharyngeal Carcinoma. Cancers 2025, 17, 2802. https://doi.org/10.3390/cancers17172802
Reyes A, Maroongroge S, Afkhami M, Villaflor V, Amini A, Sampath S, Maghami E, Gernon T, Patel K, Li X, et al. Evaluating Clinical Factors Including HPV Clearance on Survival Outcomes in HPV+ Oropharyngeal Carcinoma. Cancers. 2025; 17(17):2802. https://doi.org/10.3390/cancers17172802
Chicago/Turabian StyleReyes, Amanda, Sean Maroongroge, Michelle Afkhami, Victoria Villaflor, Arya Amini, Sagus Sampath, Ellie Maghami, Thomas Gernon, Krupal Patel, Xiaochen Li, and et al. 2025. "Evaluating Clinical Factors Including HPV Clearance on Survival Outcomes in HPV+ Oropharyngeal Carcinoma" Cancers 17, no. 17: 2802. https://doi.org/10.3390/cancers17172802
APA StyleReyes, A., Maroongroge, S., Afkhami, M., Villaflor, V., Amini, A., Sampath, S., Maghami, E., Gernon, T., Patel, K., Li, X., & Shreenivas, A. (2025). Evaluating Clinical Factors Including HPV Clearance on Survival Outcomes in HPV+ Oropharyngeal Carcinoma. Cancers, 17(17), 2802. https://doi.org/10.3390/cancers17172802