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Kristensen MH, Sørensen MK, Tramm T, Alsner J, Sørensen BS, Maare C, Johansen J, Primdahl H, Bratland Å, Kristensen CA, Andersen M, Lilja-Fischer JK, Holm AIS, Samsøe E, Hansen CR, Zukauskaite R, Overgaard J, Eriksen JG. Tumor volume and cancer stem cell expression as prognostic markers for high-dose loco-regional failure in head and neck squamous cell carcinoma - A DAHANCA 19 study. Radiother Oncol 2024; 193:110149. [PMID: 38341096 DOI: 10.1016/j.radonc.2024.110149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/12/2024]
Abstract
BACKGROUND AND PURPOSE Reliable and accessible biomarkers for patients with Head and Neck Squamous Cell Carcinoma (HNSCC) are warranted for biologically driven radiotherapy (RT). This study aimed to investigate the prognostic value of putative cancer stem cell (CSC) markers, hypoxia, and tumor volume using loco-regional high-dose failure (HDF) as endpoint. MATERIALS AND METHODS Tumor tissue was retrieved from patients treated with primary chemo-(C-)RT and nimorazole for HNSCC in the Danish Head and Neck Cancer Study Group (DAHANCA) 19 study. Tumor volume, hypoxic classification, and expression of CSC markers CD44, SLC3A2, and MET were analyzed. For patients with eligible data on all parameters (n = 340), the risk of HDF following primary chemo-(C-)RT were analyzed by these biomarkers as a whole and stratified for p16-positive oropharynx (p16 + OPSCC) vs p16-negative (p16-) tumors (oral cavity, p16- oropharynx, hypopharynx and larynx). RESULTS Higher risk of HDF was seen for patients with larger primary and nodal volume (>25 cm3, Hazard Ratio (HR): 3.00 [95 % CI: 1.73-5.18]), high SLC3A2 (HR: 2.99 [1.28-6.99]), CD44 (>30 % positive, HR: 2.29 [1.05-5.00]), and p16- tumors (HR: 2.53 [1.05-6.11]). p16- tumors had a higher CSC marker expression than p16 + OPSCC. The factors associated with the highest risk of HDF were larger volume (HR: 3.29 [1.79-6.04]) for p16- tumors (n = 178) and high SLC3A2 (HR: 6.19 [1.58-24.23]) for p16 + OPSCC (n = 162). CONCLUSION Tumor volume, p16, and CSC markers are potential biomarkers for HDF for patients with HNSCC treated with (C-)RT. Lower expression of CSC in p16 + OPSCC may contribute to better tumor control.
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Affiliation(s)
| | - Mia Kristina Sørensen
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark; Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Trine Tramm
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark; Department of Pathology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Jan Alsner
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Brita Singers Sørensen
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark; Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | | | - Jørgen Johansen
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Hanne Primdahl
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Åse Bratland
- Department of Oncology, Oslo University Hospital, Oslo, Norway
| | | | - Maria Andersen
- Department of Oncology, Aalborg University Hospital, Aalborg, Denmark
| | - Jacob Kinggaard Lilja-Fischer
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark; Department of Otolaryngology - Head & Neck Surgery, Aarhus University Hospital, Denmark
| | | | - Eva Samsøe
- Zealand University Hospital, Department of Oncology, Næstved, Denmark
| | - Christian Rønn Hansen
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark; Odense University Hospital, Laboratory of Radiation Physics, Odense, Denmark; University of Southern Denmark, Department of Clinical Research, Odense, Denmark
| | - Ruta Zukauskaite
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Jens Overgaard
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Jesper Grau Eriksen
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
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Chioreanu A, Balica NC, Mot CI, Bugari R, Morar R, Baderca F, Marti TD, Boru C, Avram CR, Dema S, Vulcanescu DD, Horhat DI. A Retrospective Analysis from Western Romania Comparing the Treatment and Survivability of p16-Positive versus p16-Negative Oropharyngeal Cancer. Cancers (Basel) 2024; 16:945. [PMID: 38473308 DOI: 10.3390/cancers16050945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/17/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Oropharyngeal cancer is a global health concern due to its multifaceted nature. Recent molecular studies have linked p16 overexpression, associated with the human papillomavirus, to oropharyngeal cancer and its prognostic implications. MATERIALS AND METHODS This retrospective study in Western Romania examined 60 patients, categorizing them based on p16 biomarker status: 28 were p16 positive, and 32 were p16 negative. Statistical tests, including Fisher's exact and chi2, were used for analysis. RESULTS Patients with p16-positive oropharyngeal cancer exhibited a better prognosis (3-year survival, p = 0.0477; midtreatment, p = 0.0349) and reported lower alcohol (p = 0.0046) and tobacco (p < 0.0001) use. CONCLUSIONS The study highlights the importance of p16 testing in oropharyngeal carcinoma diagnosis. It suggests modifying treatment approaches based on p16 status and underscores the differing prognoses associated with p16-positive and p16-negative cases.
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Affiliation(s)
- Alexandru Chioreanu
- Department of Otorhinolaryngology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Nicolae Constatin Balica
- Department of Otorhinolaryngology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Otorhinolaryngology Clinic, Emergency City Hospital, 300054 Timișoara, Romania
- OftalmoSensory-Tumor Research Center-ORL (EYE-ENT), "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Cristian Ion Mot
- Department of Otorhinolaryngology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Otorhinolaryngology Clinic, Emergency City Hospital, 300054 Timișoara, Romania
| | - Radmila Bugari
- Department of Otorhinolaringology, "Vasile Goldis" Western University of Arad, 310045 Arad, Romania
| | - Raluca Morar
- Department of Otorhinolaryngology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Flavia Baderca
- Department of Microscopic Morphology/Histology, Angiogenesis Research Center, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Service of Pathology, Emergency City Hospital, 300254 Timișoara, Romania
| | - Teodora Daniela Marti
- Department of Medicine, "Vasile Goldis" University of Medicine and Pharmacy, 310414 Arad, Romania
- Department of Microbiology, Emergency County Hospital, 310037 Arad, Romania
| | - Casiana Boru
- Department of Medicine, "Vasile Goldis" University of Medicine and Pharmacy, 310414 Arad, Romania
| | - Cecilia Roberta Avram
- Department of Residential Training and Post-University Courses, "Vasile Goldis" Western University, 310414 Arad, Romania
| | - Sorin Dema
- Discipline of Radiology, "Victor Babes" University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timișoara, Romania
| | - Dan Dumitru Vulcanescu
- Department of Microbiology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Multidisciplinary Research Center on Antimicrobial Resistance (MULTI-REZ), Department of Microbiology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Delia Ioana Horhat
- Department of Otorhinolaryngology, "Victor Babes" University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Otorhinolaryngology Clinic, Emergency City Hospital, 300054 Timișoara, Romania
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Adrian G, Gebre-Medhin M, Nilsson P. Importance of tumor volume, overall treatment time and fractionation sensitivity for p16-positive and p16-negative oropharyngeal tumors. Acta Oncol 2023; 62:1375-1383. [PMID: 37682690 DOI: 10.1080/0284186x.2023.2251084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/18/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND Analyses of clinical outcomes following radiotherapy (RT) have advanced our understanding of fundamental radiobiological characteristics in head and neck squamous cell carcinoma (HNSCC). Low fractionation sensitivity appears to be a common feature, as well as susceptibility to changes in overall treatment time (OTT). Large tumors should be harder to cure if a successful RT requires the sterilization of all clonogenic cells. Congruently, primary tumor volume has proven to be an important parameter. However, most findings come from an era when p16-negative HNSCC was the dominant tumor type. HPV-associated, p16-positive, oropharyngeal tumors (OPSCC) are more radiosensitive and have better outcome. The current study aims to investigate the role of primary tumor volume, OTT and estimate α/ β -ratio for p16-positive OPSCC, and to quantify the differences in radiosensitivity depending on p16-status. METHODS A cohort of 523 patients treated with RT was studied using a tumor control probability (TCP)-model that incorporates primary tumor volume (V) raised to an exponent c, OTT and α/ β -estimation. The significance of V was also investigated in Cox-regression models. RESULTS In the p16-positive cohort (n = 433), the volume exponent c was 1.44 (95%CI 1.06-1.91), compared to 0.90 (0.54-1.32) for p16-negative tumors (n = 90). Hazard ratios per tumor volume doubling were 2.37 (1.72-3.28) and 1.83 (1.28-2.62) for p16-positive and p16-negative, respectively. The estimated α/ β -ratio was 9.7 Gy (-2.3-21.6), and a non-significant daily loss of 0.30 Gy (-0.17-0.92) was found. An additional dose of 6.8 Gy (interquartile range 4.8-9.1) may theoretically counteract the more radioresistant behavior of p16-negative tumors. CONCLUSION Primary tumor volume plays a crucial role in predicting local tumor response, particularly in p16-positive OPSCC. The estimated α/β-ratio for p16-positive oropharyngeal tumors aligns with previous HNSCC studies, whereas the impact of prolonged OTT was slightly less than previously reported. The differences in radiosensitivity depending on p16-status were quantified. The findings should be validated in independent cohorts.
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Affiliation(s)
- Gabriel Adrian
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
- Department of Clinical Sciences Lund, Division of Oncology, Skåne University Hospital, Lund University, Lund, Sweden
| | - Maria Gebre-Medhin
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
| | - Per Nilsson
- Department of Clinical Sciences, Medical Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
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Farber NI, Li Y, Solis RN, Chen J, Masheeb Z, Wilson M, Bewley AF, Abouyared M, Rao S, Rong Y, Birkeland AC. Tumor and Nodal Disease Growth Rates in Patients with Oropharyngeal Squamous Cell Carcinoma. Cancers (Basel) 2023; 15:3865. [PMID: 37568681 PMCID: PMC10416867 DOI: 10.3390/cancers15153865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/24/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Though specific growth rate (SGR) has potential prognostic value for oropharyngeal squamous cell carcinoma (OPSCC), there is sparse literature defining these rates. Our aims were to establish the SGRs of primary tumors (PTs) and lymph nodes (LNs) in OPSCC and to correlate SGR with oncologic outcome. A pilot study was designed with a retrospective analysis examining 54 patients from the University of California, Davis with OPSCC (diagnosed 2012-2019). Radiation oncology software and pretreatment serial CT scans were used to measure PT and LN volumes to calculate SGR and doubling time (DT). The mean PT-SGR was 1.2 ± 2.2%/day and the mean LN-SGR was 1.6 ± 1.9%/day. There was no statistically significant difference between slow-growing and fast-growing cohorts in terms of age, gender, smoking status, tumor subsite, HPV status (as determined with p16 staining), initial volume, or overall stage. SGR had no impact on 2-year overall survival, disease-free survival, or disease-specific survival. We found the average daily growth rates for OPSCC to be 1.2%/day and 1.6%/day. Our findings suggest PT- and LN-SGR are independent factors, not heavily influenced by known biomarkers and patient characteristics, without a statistical impact on prognosis. This information has value in patient counseling regarding tumor growth and in providing patients worried about fast-growing tumors the appropriate reassurance.
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Affiliation(s)
- Nicole I. Farber
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Yimin Li
- Department of Radiation Oncology, University of California Davis, Sacramento, CA 94720, USA (S.R.)
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361005, China
| | - Roberto N. Solis
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Joy Chen
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Zahrah Masheeb
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Machelle Wilson
- Davis-School of Medicine, University of California, Sacramento, CA 94720, USA
| | - Arnaud F. Bewley
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Marianne Abouyared
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
| | - Shyam Rao
- Department of Radiation Oncology, University of California Davis, Sacramento, CA 94720, USA (S.R.)
| | - Yi Rong
- Department of Radiation Oncology, University of California Davis, Sacramento, CA 94720, USA (S.R.)
- Department of Radiation Oncology, Mayo Clinic, Pheonix, AZ 85054, USA
| | - Andrew C. Birkeland
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis, Sacramento, CA 95817, USA (A.F.B.)
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Lohynska R, Jirkovska M, Malinova B, Novakova-Jiresova A, Pechacova Z, Kratka Z. Tumour volume and radiotherapy prolongation in locally advanced head and neck cancer patients treated with radical IMRT. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2022; 166:405-411. [PMID: 34498610 DOI: 10.5507/bp.2021.047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 07/13/2021] [Indexed: 12/16/2022] Open
Abstract
AIMS The relationship of tumour volume, radiotherapy treatment time and other prognostic factors affecting prognosis was evaluated. METHODS 184 patients with locally advanced head and neck cancer were treated with radical intensity modulated radiotherapy (IMRT) and compared retrospectively. RESULTS In the multivariate analysis the overall survival was dependent on gross tumour volume (GTV), clinical stage (CS), radiotherapy treatment time (RTT) and p16 status. Local control was influenced by GTV, overall RTT and age. DFS was significantly affected by GTV, CS, RTT, p16 status and concomitant chemotherapy (CHT). CONCLUSIONS The tumour volume and the radiotherapy treatment time were the most significant prognostic factors with the best outcomes in patients with GTV ≤ 55 cc and RTT ≤ 48 days (mean LC 8.1, DFS 7.1 and OS 6.4 years) and worst outcomes with GTV > 55 cc and RTT >48 days (mean LC 4.4, mean DFS 3.2 and mean OS 2.6 years).
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Affiliation(s)
- Radka Lohynska
- Department of Oncology, First Faculty of Medicine, Charles University and Thomayer University Hospital, Prague, Czech Republic
| | - Michaela Jirkovska
- Department of Oncology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Bela Malinova
- Department of Oncology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Alena Novakova-Jiresova
- Department of Oncology, First Faculty of Medicine, Charles University and Thomayer University Hospital, Prague, Czech Republic
| | - Zdenka Pechacova
- Institute of Radiation Oncology, First Faculty of Medicine, Charles University and Bulovka University Hospital, Prague, Czech Republic
| | - Zuzana Kratka
- Department of Otorhinolaryngology, Thomayer University Hospital Prague, Czech Republic
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Rønn Hansen C, Price G, Field M, Sarup N, Zukauskaite R, Johansen J, Eriksen JG, Aly F, McPartlin A, Holloway L, Thwaites D, Brink C. Larynx cancer survival model developed through open-source federated learning. Radiother Oncol 2022; 176:179-186. [PMID: 36208652 DOI: 10.1016/j.radonc.2022.09.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 08/12/2022] [Accepted: 09/28/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Federated learning has the potential to perfrom analysis on decentralised data; however, there are some obstacles to survival analyses as there is a risk of data leakage. This study demonstrates how to perform a stratified Cox regression survival analysis specifically designed to avoid data leakage using federated learning on larynx cancer patients from centres in three different countries. METHODS Data were obtained from 1821 larynx cancer patients treated with radiotherapy in three centres. Tumour volume was available for all 786 of the included patients. Parameter selection among eleven clinical and radiotherapy parameters were performed using best subset selection and cross-validation through the federated learning system, AusCAT. After parameter selection, β regression coefficients were estimated using bootstrap. Calibration plots were generated at 2 and 5-years survival, and inner and outer risk groups' Kaplan-Meier curves were compared to the Cox model prediction. RESULTS The best performing Cox model included log(GTV), performance status, age, smoking, haemoglobin and N-classification; however, the simplest model with similar statistical prediction power included log(GTV) and performance status only. The Harrell C-indices for the simplest model were for Odense, Christie and Liverpool 0.75[0.71-0.78], 0.65[0.59-0.71], and 0.69[0.59-0.77], respectively. The values are slightly higher for the full model with C-index 0.77[0.74-0.80], 0.67[0.62-0.73] and 0.71[0.61-0.80], respectively. Smoking during treatment has the same hazard as a ten-years older nonsmoking patient. CONCLUSION Without any patient-specific data leaving the hospitals, a stratified Cox regression model based on data from centres in three countries was developed without data leakage risks. The overall survival model is primarily driven by tumour volume and performance status.
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Affiliation(s)
- Christian Rønn Hansen
- Laboratory of Radiation Physics, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Danish Centre for Particle Therapy, Aarhus University Hospital, Denmark; Institute of Medical Physics, School of Physics, University of Sydney, Sydney, Australia.
| | - Gareth Price
- Radiotherapy department, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Matthew Field
- Ingham Institute for Applied Medical Research, Sydney, Australia
| | - Nis Sarup
- Laboratory of Radiation Physics, Odense University Hospital, Odense, Denmark
| | - Ruta Zukauskaite
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Jørgen Johansen
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Jesper Grau Eriksen
- Department of Oncology, Odense University Hospital, Odense, Denmark; Department of Experimental Clinical Oncology, Aarhus University Hospital, Denmark; Department of Oncology, Aarhus University Hospital, Denmark
| | - Farhannah Aly
- Ingham Institute for Applied Medical Research, Sydney, Australia; Southwest Sydney Clinical Campus, University of New South Wales, Sydney, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, Australia
| | - Andrew McPartlin
- Radiotherapy department, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Lois Holloway
- Institute of Medical Physics, School of Physics, University of Sydney, Sydney, Australia; Ingham Institute for Applied Medical Research, Sydney, Australia; Southwest Sydney Clinical Campus, University of New South Wales, Sydney, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, Australia
| | - David Thwaites
- Institute of Medical Physics, School of Physics, University of Sydney, Sydney, Australia
| | - Carsten Brink
- Laboratory of Radiation Physics, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark
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Comment on Russo et al. Does Tumor Volume Have a Prognostic Role in Oropharyngeal Squamous Cell Carcinoma? A Systematic Review and Meta-Analysis. Cancers 2022, 14, 2465. Cancers (Basel) 2022; 14:cancers14174283. [PMID: 36077814 PMCID: PMC9454983 DOI: 10.3390/cancers14174283] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 06/08/2022] [Indexed: 11/18/2022] Open
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Adrian G, Carlsson H, Kjellén E, Sjövall J, Zackrisson B, Nilsson P, Gebre-Medhin M. Primary tumor volume and prognosis for patients with p16-positive and p16-negative oropharyngeal squamous cell carcinoma treated with radiation therapy. Radiat Oncol 2022; 17:107. [PMID: 35701827 PMCID: PMC9195357 DOI: 10.1186/s13014-022-02074-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/27/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The prescribed radiation dose to patients with oropharyngeal squamous cell carcinoma (OPSCC) is standardized, even if the prognosis for individual patients may differ. Easy-at-hand pre-treatment risk stratification methods are valuable to individualize therapy. In the current study we assessed the prognostic impact of primary tumor volume for p16-positive and p16-negative tumors and in relationship to other prognostic factors for outcome in patients with OPSCC treated with primary radiation therapy (RT). METHODS Five hundred twenty-three OPSCC patients with p16-status treated with primary RT (68.0 Gy to 73.1 Gy in 7 weeks, or 68.0 Gy in 4.5 weeks), with or without concurrent chemotherapy, within three prospective trials were included in the study. Local failure (LF), progression free survival (PFS) and overall survival (OS) in relationship to the size of the primary gross tumor volume (GTV-T) and other prognostic factors were investigated. Efficiency of intensified RT (RT with total dose 73.1 Gy or given within 4.5 weeks) was analyzed in relationship to tumor volume. RESULTS The volume of GTV-T and p16-status were found to be the strongest prognostic markers for LF, PFS and OS. For p16-positive tumors, an increase in tumor volume had a significantly higher negative prognostic impact compared with p16-negative tumors. Within a T-classification, patients with a smaller tumor, compared with a larger tumor, had a better prognosis. The importance of tumor volume remained after adjusting for nodal status, age, performance status, smoking status, sex, and hemoglobin-level. The adjusted hazard ratio for OS per cm3 increase in tumor volume was 2.3% (95% CI 0-4.9) for p16-positive and 1.3% (95% 0.3-2.2) for p16-negative. Exploratory analyses suggested that intensified RT could mitigate the negative impact of a large tumor volume. CONCLUSIONS Outcome for patients with OPSCC treated with RT is largely determined by tumor volume, even when adjusting for other established prognostic factors. Tumor volume is significantly more influential for patients with p16-positive tumors. Patients with large tumor volumes might benefit by intensified RT to improve survival.
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Affiliation(s)
- Gabriel Adrian
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
- Division of Oncology, Department of Clinical Sciences Lund, Skåne University Hospital, Lund University, Lund, Sweden
| | - Henrik Carlsson
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
- Division of Oncology, Department of Clinical Sciences Lund, Skåne University Hospital, Lund University, Lund, Sweden
| | - Elisabeth Kjellén
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
| | - Johanna Sjövall
- Department of Otorhinolaryngology –Head and Neck Surgery, Skåne University Hospital, Lund University, Lund, Sweden
| | - Björn Zackrisson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Per Nilsson
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
- Department of Clinical Sciences, Medical Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
| | - Maria Gebre-Medhin
- Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund University, Lund, Sweden
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Verduijn GM, Capala ME, Sijtsema ND, Lauwers I, Hernandez Tamames JA, Heemsbergen WD, Sewnaik A, Hardillo JA, Mast H, van Norden Y, Jansen MPHM, van der Lugt A, van Gent DC, Hoogeman MS, Mostert B, Petit SF. The COMPLETE trial: HolistiC early respOnse assessMent for oroPharyngeaL cancEr paTiEnts; Protocol for an observational study. BMJ Open 2022; 12:e059345. [PMID: 35584883 PMCID: PMC9119182 DOI: 10.1136/bmjopen-2021-059345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION The locoregional failure (LRF) rate in human papilloma virus (HPV)-negative oropharyngeal squamous cell carcinoma (OPSCC) remains disappointingly high and toxicity is substantial. Response prediction prior to or early during treatment would provide opportunities for personalised treatment. Currently, there are no accurate predictive models available for correct OPSCC patient selection. Apparently, the pivotal driving forces that determine how a OPSCC responds to treatment, have yet to be elucidated. Therefore, the holistiC early respOnse assessMent for oroPharyngeaL cancer paTiEnts study focuses on a holistic approach to gain insight in novel potential prognostic biomarkers, acquired before and early during treatment, to predict response to treatment in HPV-negative patients with OPSCC. METHODS AND ANALYSIS This single-centre prospective observational study investigates 60 HPV-negative patients with OPSCC scheduled for primary radiotherapy (RT) with cisplatin or cetuximab, according to current clinical practice. A holistic approach will be used that aims to map the macroscopic (with Intra Voxel Incoherent Motion Diffusion Kurtosis Imaging (IVIM-DKI); before, during, and 3 months after RT), microscopic (with biopsies of the primary tumour acquired before treatment and irradiated ex vivo to assess radiosensitivity), and molecular landscape (with circulating tumour DNA (ctDNA) analysed before, during and 3 months after treatment). The main end point is locoregional control (LRC) 2 years after treatment. The primary objective is to determine whether a relative change in the mean of the diffusion coefficient D (an IVIM-DKI parameter) in the primary tumour early during treatment, improves the performance of a predictive model consisting of tumour volume only, for 2 years LRC after treatment. The secondary objectives investigate the potential of other IVIM-DKI parameters, ex vivo sensitivity characteristics, ctDNA, and combinations thereof as potential novel prognostic markers. ETHICS AND DISSEMINATION The study was approved by the Medical Ethical Committee of Erasmus Medical Center. The main results of the trial will be presented in international meetings and medical journals. TRIAL REGISTRATION NUMBER NL8458.
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Affiliation(s)
- Gerda M Verduijn
- Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Marta E Capala
- Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Nienke D Sijtsema
- Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
- Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Iris Lauwers
- Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | | | - Aniel Sewnaik
- Otorhinolaryngology and Head and Neck surgery, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jose A Hardillo
- Otorhinolaryngology and Head and Neck surgery, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Hetty Mast
- Oral and Maxillofacial surgery, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | | | - Aad van der Lugt
- Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Dik C van Gent
- Molecular Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Bianca Mostert
- Medical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Steven F Petit
- Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
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10
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Russo E, Accorona R, Iocca O, Costantino A, Malvezzi L, Ferreli F, Franzese C, Scorsetti M, Capaccio P, Mercante G, Spriano G, De Virgilio A. Does Tumor Volume Have a Prognostic Role in Oropharyngeal Squamous Cell Carcinoma? A Systematic Review and Meta-Analysis. Cancers (Basel) 2022; 14:2465. [PMID: 35626068 PMCID: PMC9139846 DOI: 10.3390/cancers14102465] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 05/08/2022] [Accepted: 05/15/2022] [Indexed: 12/17/2022] Open
Abstract
The aim of this study was to assess the prognostic value of tumor volume in oropharyngeal squamous cell carcinoma (OPSCC). The study was performed according to the PRISMA guidelines. A total of 1417 patients with a median age of 59.3 years (IQR 57.5−60) were included. The combined Hazard Ratios (HRs) for overall survival (OS) were 1.02 (95% CI, 0.99−1.05; p = 0.21) for primary tumor volume (pTV) and 1.01 (95% CI, 1.00−1.02; p = 0.15) for nodal tumor volume (nTV). Regarding locoregional control (LRC), the pooled HRs were 1.07 (95% CI, 0.99−1.17; p = 0.10) for pTV and 1.02 (95% CI, 1.01−1.03; p < 0.05) for nTV. Finally, the pooled HRs for disease-free survival (DFS) were 1.01 (95% CI, 1.00−1.03; p < 0.05) for pTV and 1.02 (95% CI, 1.01−1.03; p < 0.05) for nTV. In conclusion, pTV and nTV seem not to behave as reliable prognostic factors in OPSCC.
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Affiliation(s)
- Elena Russo
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Remo Accorona
- Department of Otorhinolaryngology—Head and Neck Surgery, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (R.A.); (P.C.)
| | - Oreste Iocca
- Division of Maxillofacial Surgery, Surgical Science Department, University of Torino, 10124 Torino, Italy;
| | - Andrea Costantino
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Luca Malvezzi
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Fabio Ferreli
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Ciro Franzese
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
- Radiotherapy Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy
| | - Marta Scorsetti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
- Radiotherapy Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy
| | - Pasquale Capaccio
- Department of Otorhinolaryngology—Head and Neck Surgery, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (R.A.); (P.C.)
| | - Giuseppe Mercante
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Giuseppe Spriano
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
| | - Armando De Virgilio
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Italy; (A.C.); (L.M.); (F.F.); (G.M.); (G.S.); (A.D.V.)
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Italy; (C.F.); (M.S.)
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11
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Miszczyk M, Staniewska E, Jabłońska I, Lipka-Rajwa A, Stawiski K, Tarnawski R. Volumetric staging in radiotherapy for oropharyngeal cancers. TUMORI JOURNAL 2021; 108:586-591. [PMID: 34628998 DOI: 10.1177/03008916211050959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Despite routine use of 3D radiotherapy planning in radical radio(chemo)therapy for oropharyngeal cancers, volumetric data have not been implemented in initial staging. We analyzed 228 oropharyngeal cancer cases treated at one institution between 2004 and 2014 to compare the predictive value of volumetric staging and tumor nodal metastasis staging system (TNM) and determine whether they could be complementary for the estimation of survival. METHODS This retrospective study analyzed 228 consecutive oropharyngeal cancer cases treated with radiotherapy (76.9%) or concurrent radiochemotherapy (23.1%) between 2004 and 2014. The volumetric parameters included primary gross tumor volume (pGTV), metastatic lymph nodes gross tumor volume (nGTV), and total gross tumor volume (tGTV), and were compared with the 7th edition of the TNM staging system. RESULTS Median overall survival (OS) was 30.3 months. In the receiver operating characteristic analysis, tGTV had the highest area under the curve (AUC) of 0.66, followed by pGTV (AUC,0.64), nGTV (AUC 0.62), and TNM (AUC 0.6). The median OS for patients with tGTV ⩽32.2 mL was 40.5 months, compared to 15.4 months for >32.2 mL (p < 0.001). This threshold allowed for a statistically significant difference in survival between TNM stage IV cases with low and high tumor volume (p < 0.001). Despite both TNM and tGTV reaching statistical significance in univariate analysis, only the tGTV remained an independent prognostic factor in the multivariate analysis (hazard ratio 1.07, confidence interval 1.02-1.12, p = 0.008). CONCLUSIONS tGTV is an independent prognostic factor, characterized by a higher discriminatory value than the TNM staging system, and can be used to further divide stage IV cases into subgroups with significantly different prognosis.
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Affiliation(s)
- Marcin Miszczyk
- IIIrd Radiotherapy and Chemotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice, Poland
| | - Emilia Staniewska
- IIIrd Radiotherapy and Chemotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice, Poland
| | - Iwona Jabłońska
- IIIrd Radiotherapy and Chemotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice, Poland
| | - Aleksandra Lipka-Rajwa
- IIIrd Radiotherapy and Chemotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice, Poland
| | - Konrad Stawiski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Poland
| | - Rafał Tarnawski
- IIIrd Radiotherapy and Chemotherapy Department, Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice, Poland
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12
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Muzumder S, Srikantia N, Udayashankar AH, Kainthaje PB, Sebastian MGJ, Raj JM. Late toxicities in locally advanced head and neck squamous cell carcinoma treated with intensity modulated radiation therapy. Radiat Oncol J 2021; 39:184-192. [PMID: 34610657 PMCID: PMC8497871 DOI: 10.3857/roj.2020.00913] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 05/03/2021] [Indexed: 12/04/2022] Open
Abstract
Purpose The study aims to report late toxicities in locally advanced head-and-neck squamous cell carcinoma (LAHNSCC) treated with intensity-modulated radiation therapy (IMRT). Materials and Methods A retrospective study was conducted on 103 patients of LAHNSCC treated with IMRT. We analyzed the cumulative incidence of late xerostomia, dysphagia, and aspiration at an interval of 6-month, 1-year, 2-year, and 3-year from the start of IMRT. Results At a median follow up of 4.2 years (interquartile range, 3.5 to 6 years), the cumulative incidence of grade ≥2 late xerostomia was 5.5%, dysphagia was 6.9%, and aspiration was 11.1%. Logistic regression showed that Dmean of ≥26 Gy to parotids had higher risk of xerostomia (hazard ratio [HR] = 5.19; 95% confidence interval [CI], 1.90–14.22; p = 0.001). Late dysphagia was associated with Dmean of ≥45 Gy to pharyngeal constrictors (PC) (HR = 7; 95% CI, 1.84–26.61; p =0.004), ≥55 Gy to larynx (HR = 3.25; 95% CI, 1.15–9.11; p = 0.025), and adjuvant RT (HR = 5.26; 95% CI, 1.85–14.87; p = 0.002). Aspiration was associated with Dmean of ≥45 Gy to larynx (HR = 6.5; 95% CI, 1.93–21.88; p = 0.003), Dmean of ≥55 Gy to PC (HR = 3.54; 95% CI, 1.25–9.98; p = 0.017), and patients having late dysphagia (HR = 4.37; 95% CI, 1.55–12.31; p = 0.005). conclusions IMRT is a feasible radiation delivery technique in LAHNSCC with a decreased late toxicity profile.
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Affiliation(s)
- Sandeep Muzumder
- Department of Radiation Oncology, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - Nirmala Srikantia
- Department of Radiation Oncology, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - Avinash H Udayashankar
- Department of Radiation Oncology, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - Prashanth Bhat Kainthaje
- Department of Radiation Oncology, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - M G John Sebastian
- Department of Radiation Oncology, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - John Michael Raj
- Department of Biostatistics, St John's Medical College, Bengaluru, Karnataka, India
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13
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Guo X, Zhang H, Xu L, Zhou S, Zhou J, Liu Y, Ji S. Value of Nomogram Incorporated Preoperative Tumor Volume and the Number of Postoperative Pathologically Lymph Node Metastasis Regions on Predicting the Prognosis of Thoracic Esophageal Squamous Cell Carcinoma. Cancer Manag Res 2021; 13:4619-4631. [PMID: 34140808 PMCID: PMC8203278 DOI: 10.2147/cmar.s307764] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 05/17/2021] [Indexed: 12/29/2022] Open
Abstract
Background The aim of this study was to explore the influence of preoperative tumor volume, length, maximum diameter and the number of postoperative pathologically lymph node metastasis (LNM) regions on survival prognosis of esophageal squamous cell carcinoma (ESCC) patients. Methods A total of 296 patients with ESCC treated by standard curative esophagectomy were retrospectively analyzed. These patients were grouped for further analysis according to the optimal threshold of preoperative tumor volume, length, maximum diameter and the number of postoperative pathologically LNM regions. Kaplan–Meier method was used to calculate survival rate and survival comparison was performed by Log rank test. The Cox proportional hazards model was used to carry out univariate and multivariate analyses. Nomogram model was established by integrating statistically significant clinicopathological parameters, and the predictive value was further verified by calibration curve, concordance index (C-index) and decision curve. Results The univariate and multivariate Cox regression analysis all showed that differentiation grade, TNM stage, adjuvant therapy, preoperative tumor volume and the number of post operative pathologically LNM regions were independent prognostic factors for PFS and OS (all P<0.05). The C-indexes of PFS and OS by nomograms were predicted to be 0.747 (95% CI: 0.717–0.777) and 0.732 (95% CI: 0.697–0.767), respectively, which were significantly higher than the 7th AJCC TNM stage, the C-indexes 0.612 (95% CI: 0.574–0.650) and 0.633 (95% CI: 0.595–0.671), separately. In addition, the calibration curves of nomogram models were highly consistent with actual observation for the five-year PFS and OS rate, and the decision curve analysis also showed that nomogram models had higher clinical application potentials than TNM staging model in predicting survival prognosis of thoracic ESCC after surgery. Conclusion The nomograms incorporated preoperative tumor volume and the number of postoperative pathologically LNM areas are of great value in predicting survival prognosis of patients with thoracic ESCC.
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Affiliation(s)
- Xinwei Guo
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing, People's Republic of China
| | - Han Zhang
- School of Mathematical Science and Application, Nanjing Normal University, Taizhou College, Taizhou, People's Republic of China
| | - Liben Xu
- Department of Radiotherapy, Jiangsu University Affiliated People's Hospital, Zhenjiang, People's Republic of China
| | - Shaobing Zhou
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing, People's Republic of China
| | - Juying Zhou
- Department of Radiation Oncology, The First Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Yangchen Liu
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing, People's Republic of China
| | - Shengjun Ji
- Department of Radiotherapy and Oncology, The Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School, Nanjing Medical University, Suzhou, People's Republic of China
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14
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Klymenko O, Buchberger AMS, Wollenberg B, Wolff KD, Kehl V, Combs SE, Pickhard A, Pigorsch SU. Radiooncological View on Therapy Outcome after Multidisciplinary Treatment of Sinonasal Tumors. Cancers (Basel) 2021; 13:cancers13102364. [PMID: 34068905 PMCID: PMC8157068 DOI: 10.3390/cancers13102364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 04/29/2021] [Accepted: 05/05/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Tumors of the nasal cavity and paranasal sinus are rare. Most are discovered at a locally advanced stage and require multimodal treatment consisting of surgery and radiotherapy with concomitant chemotherapy. Tumor localization between the eyes and near the brain makes treatment planning difficult due to the necessary consideration of both critical normal tissue with high protection priority and the curative aim of the best radiotherapy dose deposit. Thus, it is noteworthy how tumor volumes impact the five-year survival outcome. Therefore, we investigated initial tumor volumes before any therapy. Patients with larger mean initial tumor volumes of more than 75 cm3 had worse outcomes. There was no additional benefit of upfront surgery. Especially for patients with large tumor burdens of the nasal cavity or paranasal sinus, an interdisciplinary case discussion with the patient is essential in the process of shared decision-making. Abstract Purpose: We report the outcome of a mono-institutional retrospective study of sinonasal carcinoma with the primary focus on GTV (gross tumor volume) and the effect of radiotherapy. Methods: 53 patients with sinonasal carcinoma and that of the nasal cavity, paranasal sinus or both except lymphoma were included. All patients were treated between 1999 and 2017. For tumor volume delineation, all pre-therapeutic images were fused to the planning CT (computed tomography). Results: The median follow-up was 17 months [0.3–60], the median age 60 years, 35 males and 18 females were included. Squamous cell carcinoma (SCC) (60.4%) was the predominant histology, followed by adenocarcinoma (15.1%). The mean composite OS (overall survival) time was 33.3 ± 3.5 months. There was no significant difference in the 5 y composite OS between tumor localization or radiotherapy setting. The simultaneous integrated boost concept showed a trend towards improving five-year composite OS compared to the sequential boost concept. The only factor with a significant impact on the 5 y composite OS rate was the pre-therapeutic GTV (cutoff 75 cm3; p = 0.033). The GTV ≥ 100 cm3 has no effect on the 5 y composite OS rate for SCC. Conclusions: The pre-therapeutic GTV is a prognostic factor for five-year composite OS for the entire group of patients with sinonasal tumors, influencing the outcome after completion of all treatment strategies. The GTV seems to not influence five-year composite OS in SCC. For this rare tumor entity, an intensive, multidisciplinary discussion is essential to finding the best treatment option for the patient.
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Affiliation(s)
- Olena Klymenko
- Department of Radiation Oncology, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany; (O.K.); (S.E.C.)
| | - Anna Maria Stefanie Buchberger
- Ear, Nose and Throat Department, Head and Neck Surgery, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany; (A.M.S.B.); (B.W.)
| | - Barbara Wollenberg
- Ear, Nose and Throat Department, Head and Neck Surgery, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany; (A.M.S.B.); (B.W.)
| | - Klaus-Dietrich Wolff
- Department of Oral and Maxillofacial Surgery, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany;
| | - Victoria Kehl
- Institute of Medical Informatics, Statistics and Epidemiology, Technical University of Munich (TUM), Ismaninger Str. 22, D-81675 Munich, Germany; (V.K.); (A.P.)
| | - Stephanie E. Combs
- Department of Radiation Oncology, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany; (O.K.); (S.E.C.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Anja Pickhard
- Institute of Medical Informatics, Statistics and Epidemiology, Technical University of Munich (TUM), Ismaninger Str. 22, D-81675 Munich, Germany; (V.K.); (A.P.)
| | - Steffi U. Pigorsch
- Department of Radiation Oncology, Technical University of Munich (TUM), Ismaninger Straße 22, D-81675 Munich, Germany; (O.K.); (S.E.C.)
- Correspondence: ; Tel.: +49-089-4140-4501
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15
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Prognostic Value of Apparent Diffusion Coefficient in Oropharyngeal Carcinoma. Clin Neuroradiol 2021; 31:1037-1048. [PMID: 33877396 PMCID: PMC8648632 DOI: 10.1007/s00062-021-01014-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 03/22/2021] [Indexed: 11/24/2022]
Abstract
Purpose To investigate clinical and radiological factors predicting worse outcome after (chemo)radiotherapy ([C]RT) in oropharyngeal squamous cell carcinoma (OPSCC) with a focus on apparent diffusion coefficient (ADC). Methods This retrospective study included 67 OPSCC patients, treated with (C)RT with curative intent and diagnosed during 2013–2017. Human papilloma virus (HPV) association was detected with p16 immunohistochemistry. Of all 67 tumors, 55 were p16 positive, 9 were p16 negative, and in 3 the p16 status was unknown. Median follow-up time was 38 months. We analyzed pretreatment magnetic resonance imaging (MRI) for factors predicting disease-free survival (DFS) and locoregional recurrence (LRR), including primary tumor volume and the largest metastasis. Crude and p16-adjusted hazard ratios were analyzed using Cox proportional hazards model. Interobserver agreement was evaluated. Results Disease recurred in 13 (19.4%) patients. High ADC predicted poor DFS, but not when the analysis was adjusted for p16. A break in RT (hazard ratio, HR = 3.972, 95% confidence interval, CI 1.445–10.917, p = 0.007) and larger metastasis volume (HR = 1.041, 95% CI 1.007–1.077, p = 0.019) were associated with worse DFS. A primary tumor larger than 7 cm3 was associated with increased LRR rate (HR = 4.861, 1.042–22.667, p = 0.044). Among p16-positive tumors, mean ADC was lower in grade 3 tumors compared to lower grade tumors (0.736 vs. 0.883; p = 0.003). Conclusion Low tumor ADC seems to be related to p16 positivity and therefore should not be used independently to evaluate disease prognosis or to choose patients for treatment deintensification.
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16
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Epstein-Barr virus (EBV) and polyomaviruses are detectable in oropharyngeal cancer and EBV may have prognostic impact. Cancer Immunol Immunother 2020; 69:1615-1626. [PMID: 32314041 PMCID: PMC7347695 DOI: 10.1007/s00262-020-02570-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 04/06/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND The etiological role of human papillomavirus (HPV) in oropharyngeal squamous cell carcinoma (OPSCC) is confirmed. However, the role of other oncoviruses in OPSCC is unknown. MATERIALS AND METHODS A total of 158 consecutive OPSCC patients treated with curative intent were included. DNA extracted from tumor sections was used to detect Epstein-Barr virus (EBV), HPV, and the following polyomaviruses: John Cunningham virus (JCV), Simian virus 40 (SV40), and BK virus (BKV) with PCR. In addition, p16 expression was studied by immunohistochemistry, and EBV-encoded small RNA (EBER) transcripts were localized by in situ hybridization. The effect of viral status on overall survival (OS) and disease-free survival (DFS) was analyzed. RESULTS A total of 94/158 samples (59.5%) were HPV-positive, 29.1% contained BKV DNA, 20.3% EBV DNA, 13.9% JCV DNA, and 0.6% SV40 DNA. EBER was expressed only in stromal lymphocytes adjacent to the tumor and correlated with HPV positivity (p = 0.026). p16 expression associated only with HPV. None of the three polyomaviruses had an impact on survival. Patients with EBER-positive but HPV-negative OPSCC had significantly poorer OS and DFS than those with HPV-positive OPSCC and slightly worse prognosis compared with the patients with EBER-negative and HPV-negative OPSCC. CONCLUSION Polyomaviruses are detectable in OPSCC but seem to have no impact on survival, whereas HPV was the strongest viral prognostic factor. EBER expression, as a sign of latent EBV infection, may have prognostic impact among patients with HPV-negative OPSCC. EBER analysis may identify a new subgroup of OPSCCs unrelated to HPV.
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17
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Kylmä AK, Tolvanen TA, Carpén T, Haglund C, Mäkitie A, Mattila PS, Grenman R, Jouhi L, Sorsa T, Lehtonen S, Hagström J. Elevated TLR5 expression in vivo and loss of NF-κΒ activation via TLR5 in vitro detected in HPV-negative oropharyngeal squamous cell carcinoma. Exp Mol Pathol 2020; 114:104435. [PMID: 32240617 DOI: 10.1016/j.yexmp.2020.104435] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 03/24/2020] [Accepted: 03/28/2020] [Indexed: 12/26/2022]
Abstract
In oropharyngeal squamous cell carcinoma (OPSCC), the expression pattern of toll-like receptors (TLRs), in comparison between human papillomavirus (HPV)-positive and -negative tumors differs. TLRs control innate immune responses by activating, among others, the nuclear factor-κΒ (NF-κΒ) signaling pathway. Elevated NF-κΒ activity is detectable in several cancers and regulates cancer development and progression. We studied TLR5 expression in 143 unselected consecutive OPSCC tumors, and its relation to HPV-DNA and p16 status, clinicopathological parameters, and patient outcome, and studied TLR5 stimulation and consecutive NF-κB cascade activation in vitro in two human OPSCC cell lines and immortalized human keratinocytes (HaCat). Clinicopathological data came from hospital registries, and TLR5 immunoexpression was evaluated by immunohistochemistry. Flagellin served to stimulate TLR5 in cultured cells, followed by analysis of the activity of the NF-κB signaling cascade with In-Cell Western for IκΒ and p-IκΒ. High TLR5 expression was associated with poor disease-specific survival in HPV-positive OPSCC, which typically shows low TLR5 immunoexpression. High TLR5 immunoexpression was more common in HPV-negative OPSCC, known for its less-favorable prognosis. In vitro, we detected NF-κΒ cascade activation in the HPV-positive OPSCC cell line and in HaCat cells, but not in the HPV-negative OPSCC cell line. Our results suggest that elevated TLR5 immunoexpression may be related to reduced NF-κΒ activity in HPV-negative OPSCC. The possible prognosis-worsening mechanisms among these high-risk OPSCC patients however, require further evaluation.
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Affiliation(s)
- Anna Kaisa Kylmä
- Department of Pathology, University of Helsinki, HUSLAB and Helsinki University Hospital, P. O. Box 21, 00014 Helsinki, Finland.
| | - Tuomas Aleksi Tolvanen
- Department of Pathology, University of Helsinki, Research Program for Clinical and Molecular Metabolism, P. O. Box 21, 00014 Helsinki, Finland
| | - Timo Carpén
- Department of Pathology, University of Helsinki, HUSLAB and Helsinki University Hospital, P. O. Box 21, 00014 Helsinki, Finland; Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 263, 00029 Helsinki, Finland
| | - Caj Haglund
- Department of Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 20, FI-00014, Helsinki, Finland; Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, P. O. Box 63, 00014 Helsinki, Finland
| | - Antti Mäkitie
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 263, 00029 Helsinki, Finland; Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska Hospital, Stockholm, Sweden; Research Programme in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Petri S Mattila
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 263, 00029 Helsinki, Finland
| | - Reidar Grenman
- Department of Otorhinolaryngology - Head and Neck Surgery, Department of Medical Biochemistry, Turku University Hospital, University of Turku, Kiinanmyllynkatu 4-8, P. O. Box 52, FI-20521 Turku, Finland
| | - Lauri Jouhi
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 263, 00029 Helsinki, Finland
| | - Timo Sorsa
- Department of Oral and Maxillofacial Diseases, University of Helsinki and Helsinki University Central Hospital, P. O. Box 41, 00014 Helsinki, Finland; Division of Periodontology, Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Sanna Lehtonen
- Department of Pathology, University of Helsinki, Research Program for Clinical and Molecular Metabolism, P. O. Box 21, 00014 Helsinki, Finland
| | - Jaana Hagström
- Department of Pathology, University of Helsinki, HUSLAB and Helsinki University Hospital, P. O. Box 21, 00014 Helsinki, Finland; Department of Surgery, University of Helsinki and Helsinki University Hospital, P. O. Box 20, FI-00014, Helsinki, Finland; Department of Oral Pathology and Radiology, Institute of Dentistry, Faculty of Medicine, University of Turku, Turku, Finland
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Randomized phase-III-trial of concurrent chemoradiation for locally advanced head and neck cancer comparing dose reduced radiotherapy with paclitaxel/cisplatin to standard radiotherapy with fluorouracil/cisplatin: The PacCis-trial. Radiother Oncol 2020; 144:209-217. [PMID: 32044419 DOI: 10.1016/j.radonc.2020.01.016] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 01/13/2020] [Accepted: 01/16/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND PURPOSE This multicenter, phase 3 trial investigates whether the incorporation of concurrent paclitaxel and cisplatin together with a reduced total dose of radiotherapy is superior to standard fluorouracil-cisplatin based CRT. MATERIALS AND METHODS Patients with SCCHN, stage III-IVB, were randomized to receive paclitaxel/cisplatin (PacCis)-CRT (arm A; paclitaxel 20 mg/m2 on days 2, 5, 8, 11 and 25, 30, 33, 36; cisplatin 20 mg/m2, days 1-4 and 29-32; RT to a total dose of 63.6 Gy) or fluorouracil/cisplatin (CisFU)-CRT (arm B; fluorouracil 600 mg/m2; cisplatin 20 mg/m2, days 1-5 and 29-33; RT: 70.6 Gy). Endpoint was 3-year-disease free survival (3y-DFS). RESULTS A total of 221 patients were enrolled between 2010 and 2015. With a median follow-up of 3.7 years, 3y-DFS in the CisFU arm and PacCis arm was 58.2% and 48.4%, respectively (HR 0.82, 95% CI 0.56-1.21, p = 0.52). The 3y-OS amounted to 64.6% in the CisFU arm, and to 59.2% in the PacCis arm (HR 0.82, 95% CI 0.54-1.24, p = 0.43). In the subgroup of p16-positive oropharyngeal carcinomas, 3y-DFS and 3y-OS was 84.6% vs 83.9% (p = 0.653), and 92.3% vs. 83.5% (p = 0.76) in arm A and B, respectively. Grade 3-4 hematological toxicities were significantly reduced in arm A (anemia, p = 0.01; leukocytopenia, p = 0.003), whereas grade 3 infections were reduced in arm B (p = 0.01). CONCLUSION Paclitaxel/cisplatin-CRT with a reduced RT-dose is not superior to standard fluorouracil/cisplatin-CRT. Subgroup analyses indicate that a reduced radiation dose seems to be sufficient for p16+ oropharyngeal cancer or non-smokers. CLINICAL TRIAL INFORMATION NCT01126216; EudraCT Number 2005-003484-23.
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Scherl C, Kauffels J, Schützenberger A, Döllinger M, Bohr C, Dürr S, Fietkau R, Haderlein M, Koch M, Traxdorf M, Mantsopoulos K, Müller S, Iro H. Secondary Tracheoesophageal Puncture After Laryngectomy Increases Complications With Shunt and Voice Prosthesis. Laryngoscope 2020; 130:E865-E873. [DOI: 10.1002/lary.28517] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 12/18/2019] [Accepted: 01/02/2020] [Indexed: 11/06/2022]
Affiliation(s)
- Claudia Scherl
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Julia Kauffels
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Anne Schützenberger
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Michael Döllinger
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Christopher Bohr
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Stephan Dürr
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Rainer Fietkau
- Department of Radiation Oncology University of Erlangen Nuremberg Germany
| | - Marlen Haderlein
- Department of Radiation Oncology University of Erlangen Nuremberg Germany
| | - Michael Koch
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Maximilian Traxdorf
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | | | - Sarina Müller
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
| | - Heinrich Iro
- Department of Otorhinolaryngology–Head and Neck Surgery University of Erlangen Nuremberg Germany
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Definitive chemoradiotherapy in patients with squamous cell cancers of the head and neck - results from an unselected cohort of the clinical cooperation group "Personalized Radiotherapy in Head and Neck Cancer". Radiat Oncol 2020; 15:7. [PMID: 31906998 PMCID: PMC6945615 DOI: 10.1186/s13014-019-1452-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 12/23/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Definitive chemoradiotherapy (dCRT) is a standard treatment for patients with locally advanced head and neck cancer. There is a clinical need for a stratification of this prognostically heterogeneous group of tumors in order to optimize treatment of individual patients. We retrospectively reviewed all patients with head and neck squamous cell carcinoma (HNSCC) of the oral cavity, oropharynx, hypopharynx, or larynx, treated with dCRT from 09/2008 until 03/2016 at the Department of Radiation Oncology, LMU Munich. Here we report the clinical results of the cohort which represent the basis for biomarker discovery and molecular genetic research within the framework of a clinical cooperation group. METHODS Patient data were collected and analyzed for outcome and treatment failures with regard to previously described and established risk factors. RESULTS We identified 184 patients with a median follow-up of 65 months and a median age of 64 years. Patients received dCRT with a median dose of 70 Gy and simultaneous chemotherapy in 90.2% of cases, mostly mitomycin C / 5-FU in concordance with the ARO 95-06 trial. The actuarial 3-year overall survival (OS), local, locoregional and distant failure rates were 42.7, 29.8, 34.0 and 23.4%, respectively. Human papillomavirus-associated oropharynx cancer (HPVOPC) and smaller gross tumor volume were associated with significantly improved locoregional tumor control rate, disease-free survival (DFS) and OS in multivariate analysis. Additionally, lower hemoglobin levels were significantly associated with impaired DFS und OS in univariate analysis. The extent of lymph node involvement was associated with distant failure, DFS and OS. Moreover, 92 patients (50%) of our cohort have been treated in concordance with the ARO 95-06 study, corroborating the results of this study. CONCLUSION Our cohort is a large unselected monocentric cohort of HNSCC patients treated with dCRT. Tumor control rates and survival rates compare favorably with the results of previously published reports. The clinical data, together with the available tumor samples from biopsies, will allow translational research based on molecular genetic analyses.
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Carpén T, Sorsa T, Jouhi L, Tervahartiala T, Haglund C, Syrjänen S, Tarkkanen J, Mohamed H, Mäkitie A, Hagström J, Mattila PS. High levels of tissue inhibitor of metalloproteinase-1 (TIMP-1) in the serum are associated with poor prognosis in HPV-negative squamous cell oropharyngeal cancer. Cancer Immunol Immunother 2019; 68:1263-1272. [PMID: 31240326 PMCID: PMC6682571 DOI: 10.1007/s00262-019-02362-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 06/17/2019] [Indexed: 01/19/2023]
Abstract
Background An emerging subset of oropharyngeal squamous cell carcinomas (OPSCC) is caused by HPV. HPV-positive OPSCC has a better prognosis than HPV-negative OPSCC, but other prognostic markers for these two different diseases are scarce. Our aim was to evaluate serum levels and tumor expression of matrix metalloproteinase-8 (MMP-8) and tissue inhibitor of metalloproteinase-1 (TIMP-1) and to assess their prognostic role in HPV-positive and HPV-negative OPSCC. Materials and methods A total of 90 consecutive OPSCC patients diagnosed and treated with curative intent at the Helsinki University Hospital between 2012 and 2016 were included. Serum samples were prospectively collected. An immunofluorometric assay and an enzyme-linked immunosorbent assay were used to determine MMP-8 and TIMP-1 serum concentrations, respectively. HPV status of the tumors was determined using a combination of HPV-DNA genotyping and p16-INK4a immunohistochemistry. The endpoints were overall survival (OS) and disease-free survival (DFS). Results High TIMP-1 serum levels were strongly and independently associated with poorer OS (adjusted HR 14.7, 95% CI 1.8–117.4, p = 0.011) and DFS (adjusted HR 8.7, 95% CI 1.3–57.1, p = 0.024) among HPV-negative patients; this association was not observed in HPV-positive OPSCC. Although TIMP-1 was immunoexpressed in the majority of the tumor tissue samples, the level of immunoexpression was not associated with prognosis, nor did MMP-8 serum levels. Conclusion Our results indicate that serum TIMP-1 levels may serve as an independent prognostic marker for HPV-negative OPSCC patients.
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Affiliation(s)
- Timo Carpén
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 263, 00029 HUS, Helsinki, Finland. .,Department of Pathology, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 21, 00014 HUS, Helsinki, Finland.
| | - Timo Sorsa
- Department of Oral and Maxillofacial Diseases, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 41, 00014 HUS, Helsinki, Finland.,Department of Oral Diseases, Karolinska Institutet, Huddinge, Sweden
| | - Lauri Jouhi
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 263, 00029 HUS, Helsinki, Finland
| | - Taina Tervahartiala
- Department of Oral and Maxillofacial Diseases, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 41, 00014 HUS, Helsinki, Finland
| | - Caj Haglund
- Department of Surgery, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 440, 00029 HUS, Helsinki, Finland.,Research Programs Unit, Translational Cancer Biology, University of Helsinki, P.O.Box 63, 00014, Helsinki, Finland
| | - Stina Syrjänen
- Department of Oral Pathology and Oral Radiology, University of Turku, Lemminkäisenkatu 2, 20520, Turku, Finland.,Department of Pathology, Turku University Hospital, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Jussi Tarkkanen
- Department of Pathology, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 21, 00014 HUS, Helsinki, Finland
| | - Hesham Mohamed
- Department of Pathology, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 21, 00014 HUS, Helsinki, Finland
| | - Antti Mäkitie
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 263, 00029 HUS, Helsinki, Finland.,Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska Hospital, 171 76, Stockholm, Sweden.,Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jaana Hagström
- Department of Pathology, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 21, 00014 HUS, Helsinki, Finland.,Research Programs Unit, Translational Cancer Biology, University of Helsinki, P.O.Box 63, 00014, Helsinki, Finland
| | - Petri S Mattila
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and HUS Helsinki University Hospital, P.O.Box 263, 00029 HUS, Helsinki, Finland
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Zwirner K, Hilke FJ, Demidov G, Socarras Fernandez J, Ossowski S, Gani C, Thorwarth D, Riess O, Zips D, Schroeder C, Welz S. Radiogenomics in head and neck cancer: correlation of radiomic heterogeneity and somatic mutations in TP53, FAT1 and KMT2D. Strahlenther Onkol 2019; 195:771-779. [PMID: 31123786 DOI: 10.1007/s00066-019-01478-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Accepted: 05/10/2019] [Indexed: 12/17/2022]
Abstract
PURPOSE Genetic tumour profiles and radiomic features can be used to complement clinical information in head and neck squamous cell carcinoma (HNSCC) patients. Radiogenomics imply the potential to investigate complementarity or interrelations of radiomic and genomic features, and prognostic factors might be determined. The aim of our study was to explore radiogenomics in HNSCC. METHODS For 20 HNSCC patients treated with primary radiochemotherapy, next-generation sequencing (NGS) of tumour and corresponding normal tissue was performed. In total, 327 genes were investigated by panel sequencing. Radiomic features were extracted from computed tomography data. A hypothesis-driven approach was used for radiogenomic correlations of selected image-based heterogeneity features and well-known driver gene mutations in HNSCC. RESULTS The most frequently mutated driver genes in our cohort were TP53 (involved in cell cycle control), FAT1 (Wnt signalling, cell-cell contacts, migration) and KMT2D (chromatin modification). Radiomic features of heterogeneity did not correlate significantly with somatic mutations in TP53 or KMT2D. However, somatic mutations in FAT1 and smaller primary tumour volumes were associated with reduced radiomic intra-tumour heterogeneity. CONCLUSION The landscape of somatic variants in our cohort is well in line with previous reports. An association of somatic mutations in FAT1 with reduced radiomic tumour heterogeneity could potentially elucidate the previously described favourable outcomes of these patients. Larger studies are needed to validate this exploratory data in the future.
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Affiliation(s)
- Kerstin Zwirner
- Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.
| | - Franz J Hilke
- Institute of Medical Genetics and Applied Genomics, Medical Faculty and University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany
| | - German Demidov
- Institute of Medical Genetics and Applied Genomics, Medical Faculty and University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany
| | - Jairo Socarras Fernandez
- Section for Biomedical Physics, Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Stephan Ossowski
- Institute of Medical Genetics and Applied Genomics, Medical Faculty and University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany.,Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, C/Dr. Aiguader 88, 08003, Barcelona, Spain
| | - Cihan Gani
- Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.,German Cancer Research Center (DKFZ) partner site Tübingen, German Cancer Consortium (DKTK), Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Daniela Thorwarth
- Section for Biomedical Physics, Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.,German Cancer Research Center (DKFZ) partner site Tübingen, German Cancer Consortium (DKTK), Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, Medical Faculty and University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany.,NGS Competence Center Tübingen (NCCT), Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany
| | - Daniel Zips
- Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.,German Cancer Research Center (DKFZ) partner site Tübingen, German Cancer Consortium (DKTK), Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Christopher Schroeder
- Institute of Medical Genetics and Applied Genomics, Medical Faculty and University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany
| | - Stefan Welz
- Department of Radiation Oncology, Medical Faculty and University Hospital, Eberhard Karls University, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.,German Cancer Research Center (DKFZ) partner site Tübingen, German Cancer Consortium (DKTK), Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
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