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Bos P, van den Brekel MWM, Gouw ZAR, Al‐Mamgani A, Waktola S, Aerts HJWL, Beets‐Tan RGH, Castelijns JA, Jasperse B. Clinical variables and magnetic resonance imaging-based radiomics predict human papillomavirus status of oropharyngeal cancer. Head Neck 2021; 43:485-495. [PMID: 33029923 PMCID: PMC7821378 DOI: 10.1002/hed.26505] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 09/15/2020] [Accepted: 09/24/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC) have better prognosis and treatment response compared to HPV-negative OPSCC. This study aims to noninvasively predict HPV status of OPSCC using clinical and/or radiological variables. METHODS Seventy-seven magnetic resonance radiomic features were extracted from T1-weighted postcontrast images of the primary tumor of 153 patients. Logistic regression models were created to predict HPV status, determined with immunohistochemistry, based on clinical variables, radiomic features, and its combination. Model performance was evaluated using area under the curve (AUC). RESULTS Model performance showed AUCs of 0.794, 0.764, and 0.871 for the clinical, radiomic, and combined models, respectively. Smoking, higher T-classification (T3 and T4), larger, less round, and heterogeneous tumors were associated with HPV-negative tumors. CONCLUSION Models based on clinical variables and/or radiomic tumor features can predict HPV status in OPSCC patients with good performance and can be considered when HPV testing is not available.
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Affiliation(s)
- Paula Bos
- Department of RadiologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of Head and Neck Oncology and SurgeryThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Michiel W. M. van den Brekel
- Department of Head and Neck Oncology and SurgeryThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of Oral and Maxillofacial SurgeryAmsterdam University Medical Center (AUMC)Amsterdamthe Netherlands
| | - Zeno A. R. Gouw
- Department of Radiation OncologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Abrahim Al‐Mamgani
- Department of Radiation OncologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Selam Waktola
- Department of RadiologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Hugo J. W. L. Aerts
- Department of Radiation OncologyDana‐Farber Cancer Institute, Harvard Medical SchoolBostonMassachusettsUSA
| | - Regina G. H. Beets‐Tan
- Department of RadiologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- GROW School for Oncology and Developmental BiologyUniversity of MaastrichtMaastrichtThe Netherlands
- Department of Regional Health ResearchUniversity of Southern DenmarkDenmark
| | - Jonas A. Castelijns
- Department of RadiologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Bas Jasperse
- Department of RadiologyThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of RadiologyAmsterdam University Medical CenterAmsterdamThe Netherlands
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Real-time loop-mediated isothermal amplification assay for rapid detection of human papillomavirus 16 in oral squamous cell carcinoma. Arch Oral Biol 2021; 124:105051. [PMID: 33581498 DOI: 10.1016/j.archoralbio.2021.105051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 01/04/2021] [Accepted: 01/05/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The present study established a real-time loop-mediated isothermal amplification (qLAMP) for rapid detection of human papillomavirus subtype 16 (HPV-16) in oral squamous cell carcinoma (OSCC). METHODS The qLAMP assay was optimized targeting the HPV-16 E7 gene. The analytical sensitivity and specificity of the assay were determined using HPV-18 (ATCC® 45152D™), HPV-35 (ATCC® 40330™), HPV-43 (ATCC® 40338™) and HPV-56 (ATCC® 40549™) viral strains and oral bacteria. HPV-16 standard curve was constructed for determination of HPV-16 viral load. The diagnostic performance of the assay was evaluated from 63 OSCC patients comprising 63 tissue, 13 saliva and 49 blood samples, in comparison with p16 immunohistochemistry (IHC), in-house PCR and nested PCR assays. RESULTS The detection limit of developed LAMP and PCR assays was 4.68 × 101 and 4.68 × 103 copies/μl, respectively. qLAMP assay enabled detection of positive results as early as 23 min at 67 °C. This assay can detect HPV-16 positivity in 23 % (3/13) saliva and 4.8 % (3/63) tissue samples with the viral load ranging from 4.68 × 101 to 4.68 × 104 copies/μl. HPV-16 positivity was not detected in all the blood samples. The sensitivity and specificity of qLAMP were 100 % in comparison with that of p16 IHC and nested PCR. CONCLUSION This study reports for the first time on the use of qLAMP assay for detection of HPV-16 in OSCC in both tissue and saliva as the sample matrix which holds promise in improving the diagnostic application owing to its rapidity, simplicity, high sensitivity and specificity.
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Mulder FJ, Klufah F, Janssen FME, Farshadpour F, Willems SM, de Bree R, zur Hausen A, van den Hout MFCM, Kremer B, Speel EJM. Presence of Human Papillomavirus and Epstein-Barr Virus, but Absence of Merkel Cell Polyomavirus, in Head and Neck Cancer of Non-Smokers and Non-Drinkers. Front Oncol 2021; 10:560434. [PMID: 33552950 PMCID: PMC7855709 DOI: 10.3389/fonc.2020.560434] [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: 05/08/2020] [Accepted: 11/30/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE Determine the presence and prognostic value of human papillomavirus (HPV), Epstein-Barr virus (EBV), Merkel cell polyomavirus (MCPyV), and cell cycle proteins in head and neck squamous cell carcinoma (HNSCC) of non-smokers and non-drinkers (NSND). METHODS Clinical characteristics and tumors of 119 NSND with HNSCC were retrospectively collected and analyzed on tissue microarrays. RNAscope in situ hybridization (ISH) was used to screen for the presence of HPV and MCPyV mRNA. Immunohistochemistry was performed for expression of p16 as surrogate marker for HPV, Large T-antigen for MCPyV, and cell cycle proteins p53 and pRb. Positive virus results were confirmed with polymerase chain reaction. For EBV, EBV encoded RNA ISH was performed. Differences in 5-year survival between virus positive and negative tumors were determined by log rank analysis. RESULTS All oropharyngeal tumors (OPSCC) (n = 10) were HPV-positive, in addition to one oral (OSCC) and one nasopharyngeal tumor (NPSCC). The other three NPSCC were EBV-positive. MCPyV was not detected. Patients with HPV or EBV positive tumors did not have a significantly better 5-year disease free or overall survival. Over 70% of virus negative OSCC showed mutant-type p53 expression. CONCLUSION In this cohort, all OPSCC and NPSCC showed HPV or EBV presence. Besides one OSCC, all other oral (n = 94), hypopharyngeal (n = 1), and laryngeal (n = 9) tumors were HPV, EBV, and MCPyV negative. This argues against a central role of these viruses in the ethiopathogenesis of tumors outside the oro- and nasopharynx in NSND. So, for the majority of NSND with virus negative OSCC, more research is needed to understand the carcinogenic mechanisms in order to consider targeted therapeutic options.
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Affiliation(s)
- Frans J. Mulder
- Department of Otorhinolaryngology and Head & Neck Surgery, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Faisal Klufah
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
- Department of Laboratory Medicine, Faculty of Applied Medical Sciences, Albaha University, Albaha, Saudi Arabia
| | - Famke M. E. Janssen
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | | | - Stefan M. Willems
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
- Department of Pathology, University Medical Center Groningen, Groningen, Netherlands
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Axel zur Hausen
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Mari F. C. M. van den Hout
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Bernd Kremer
- Department of Otorhinolaryngology and Head & Neck Surgery, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Ernst-Jan M. Speel
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
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Ochoa E, Stanford-Moore G, Fakhry C, Ryan WR. Predicting Adverse Histopathology and Need for Postsurgical Adjuvant Therapy for Human Papilloma Virus-Associated Oropharynx Carcinoma. Otolaryngol Head Neck Surg 2021; 165:309-316. [PMID: 33399518 DOI: 10.1177/0194599820982913] [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] [Indexed: 12/14/2022]
Abstract
OBJECTIVE For human papillomavirus-associated oropharynx carcinoma treated with definitive surgery, we aimed to find predictors of adverse histopathology indicating the possible need for adjuvant therapy. STUDY DESIGN Retrospective review. SETTING National Cancer Database. METHODS We analyzed 2347 eligible patients from 2010 to 2015. We evaluated (1) the ability of clinical nodal staging and extranodal extension designation per the AJCC, seventh edition (American Joint Committee on Cancer), to predict histopathology and (2) the likelihoods for adverse postsurgery histopathology by common clinical stages. RESULTS Clinical nodal staging predicted pathologic nodal staging 65% of the time, with 24% (569/2347) being upstaged and 11% (251/2347) being downstaged. In patients with cN+ disease, clinical extranodal extension distinction had the following accuracy for pathologic extranodal extension: positive predictive value, 81% (88/109); negative predictive value, 73.1% (505/691); sensitivity, 32.1% (88/274); and specificity, 96.0% (505/526). Patients with cT1-2, N0-N2c, without clinical extranodal extension had the following proportions of pN2+ without pathologic extranodal extension (indicating consideration for adjuvant radiation): cN0, 11%; cN1, 31%; cN2a, 67% (8% downstaged); cN2b, 66% (6% downstaged); and cN2c, 35% (17% downstaged). From this group, patients had the following proportions of pathologic extranodal extension (indicating consideration for adjuvant chemoradiation): cN0, 6%; cN1, 20%; cN2a, 27%; cN2b, 28%; and cN2c, 48%. CONCLUSION For human papillomavirus-associated oropharynx carcinoma, nodal clinical staging per the American Joint Committee on Cancer, seventh edition, predicts pathologic stage about two-thirds of the time, leading to up- and downstaging. Clinical extranodal extension assessment has low sensitivity and moderate predictive capability. With careful selection, definitive surgery can allow patients to often avoid adjuvant chemotherapy and sometimes avoid adjuvant radiation.
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Affiliation(s)
- Edgar Ochoa
- School of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Gaelen Stanford-Moore
- Department of Otolaryngology-Head and Neck Surgery, University of California-San Francisco, San Francisco, California, USA
| | - Carole Fakhry
- Division of Head and Neck Cancer Surgery, Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - William R Ryan
- Division of Head and Neck Oncologic and Endocrine Surgery, Department of Otolaryngology-Head and Neck Surgery, University of California-San Francisco, San Francisco, California, USA
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Rosenberg AJ, Vokes EE. Optimizing Treatment De-Escalation in Head and Neck Cancer: Current and Future Perspectives. Oncologist 2021; 26:40-48. [PMID: 32864799 PMCID: PMC7794179 DOI: 10.1634/theoncologist.2020-0303] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 08/06/2020] [Indexed: 01/21/2023] Open
Abstract
Treatment of locoregionally advanced head and neck squamous cell carcinoma involves a multidisciplinary approach that combines surgery, radiotherapy, and systemic therapy. These curative strategies are associated with significant acute and long-term toxicities. With the emergence of human papillomavirus (HPV) as an etiologic factor associated primarily with oropharyngeal squamous cell carcinoma, higher cure rates juxtaposed with substantial treatment-related morbidity and mortality has led to interest in de-escalated therapeutic strategies, with the goal of optimizing oncologic outcomes while reducing treatment-related toxicity. Currently explored strategies include replacing, reducing, or omitting cytotoxic chemotherapy; reducing dose or volume of radiotherapy; and incorporation of less-invasive surgical approaches. Potential biomarkers to select patients for treatment de-escalation include clinical risk stratification, adjuvant de-escalation based on pathologic features, response to induction therapy, and molecular markers. The optimal patient selection and de-escalation strategy is critically important in the evolving treatment of locoregional head and neck cancer. Recently, two large phase III trials, RTOG 1016 and De-ESCALaTE, failed to de-escalate treatment in HPV-associated head and neck cancer by demonstrating inferior outcomes by replacing cisplatin with cetuximab in combination with radiation. This serves as a cautionary tale in the future design of de-escalation trials in this patient population, which will need to leverage toxicity and efficacy endpoints. Our review summarizes completed and ongoing de-escalation trials in head and neck cancer, with particular emphasis on biomarkers for patient selection and clinical trial design. IMPLICATIONS FOR PRACTICE: The toxicity associated with standard multimodality treatment for head and neck cancer underscores the need to seek less-intensive therapies with a reduced long-term symptom burden through de-escalated treatment paradigms that minimize toxicity while maintaining oncologic control in appropriately selected patients. Controversy regarding the optimal de-escalation strategy and criteria for patient selection for de-escalated therapy has led to multiple parallel strategies undergoing clinical investigation. Well-designed trials that optimize multimodal strategies are needed. Given the absence of positive randomized trials testing de-escalated therapy to date, practicing oncologists should exercise caution and administer established standard-of-care therapy outside the context of a clinical trial.
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Affiliation(s)
- Ari J. Rosenberg
- Section of Hematology‐Oncology, The University of Chicago Medical CenterChicagoIllinoisUSA
| | - Everett E. Vokes
- Section of Hematology‐Oncology, The University of Chicago Medical CenterChicagoIllinoisUSA
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56
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Crary MA. Dysphagia and Head and Neck Cancer. Dysphagia 2021. [DOI: 10.1016/b978-0-323-63648-3.00005-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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HPV/p16-positive oropharyngeal cancer treated with transoral robotic surgery: The roles of margins, extra-nodal extension and adjuvant treatment. Am J Otolaryngol 2021; 42:102793. [PMID: 33130532 DOI: 10.1016/j.amjoto.2020.102793] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 10/16/2020] [Accepted: 10/19/2020] [Indexed: 12/11/2022]
Abstract
PURPOSE Human papilloma virus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC) treatment outcomes are re-defining management. Traditional margins, the role of extranodal extension (ENE) and adjuvant treatment intensity continue to be debated. This study aimed to determine the impact of margins, ENE and adjuvant therapy on survival following transoral robotic surgery (TORS). METHODS Patients treated with TORS at an academic center were retrospectively identified (2013-2019). Survival outcomes were evaluated using Kaplan-Meier curves. RESULTS 48 patients were included. 40 (83%) were male. Mean age was 61.2 years. 43 (90%) were stage I. 22 (45.8%) had ENE. 31 (65%) had margins >1 mm. 38 (79%) had indications for radiation therapy; 9 (24%) refused. Chemotherapy was recommended in 36 (75%) patients; 24 (67%) refused. Locoregional control was 98%, metastasis-free survival was 96%, and disease-specific survival was 100% at 5-years. Overall survival was 95%. CONCLUSIONS Given the high survival rate seen after TORS, it is likely that margins, ENE and adjuvant treatment may not significantly contribute to outcomes.
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McKenzie RM, Parhar HS, Ng TL, Prisman E. Muscle invasion in oropharyngeal carcinoma undergoing transoral robotic surgery. Head Neck 2020; 43:1194-1201. [PMID: 33355962 DOI: 10.1002/hed.26582] [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: 05/20/2020] [Revised: 10/15/2020] [Accepted: 12/08/2020] [Indexed: 11/07/2022] Open
Abstract
BACKGROUNDS Pathologic features of oropharyngeal squamous cell carcinoma (OPSCC) treated with trans-oral robotic surgery predict prognosis and adjuvant therapy. We hypothesized that pathologic muscle invasion (pMI) is associated with poor pathological markers. METHODS Retrospective review of surgically treated OPSCC to identify pMI and its association with poor pathologic markers. RESULTS pMI was present in 12/37 patients, and compared to non-pMI, was associated with higher rates of lymphovascular invasion (75% vs. 36%, p = 0.03), perineural invasion (16.7% vs. 0%, p = 0.04), extranodal extension (66.7% vs. 20%, p < 0.01), and tumor stage (8.3% vs. 48% pT1, 75% vs. 52% pT2 and 16.7% vs. 0% pT3). pMI was associated with having a positive margin on main specimen (41.7% vs. 12%, p = 0.04) but not after considering additional margins. CONCLUSIONS Muscle invasion was associated with higher pathologic tumor staging, poor pathologic factors, and higher rates of positive margin on main specimen.
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Affiliation(s)
- Robert M McKenzie
- Division of Otolaryngology - Head & Neck Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Harman S Parhar
- Division of Otolaryngology - Head & Neck Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tony L Ng
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Eitan Prisman
- Division of Otolaryngology - Head & Neck Surgery, University of British Columbia, Vancouver, British Columbia, Canada
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Kitamura K, Nimura K, Ito R, Saga K, Inohara H, Kaneda Y. Evaluation of HPV16 E7 expression in head and neck carcinoma cell lines and clinical specimens. Sci Rep 2020; 10:22138. [PMID: 33335126 PMCID: PMC7747560 DOI: 10.1038/s41598-020-78345-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 11/22/2020] [Indexed: 01/27/2023] Open
Abstract
Human papillomavirus (HPV) 16 infection in the oropharynx is one of the major risk factors for oropharyngeal carcinoma. Although the HPV E6 and E7 proteins are known to have a role in head and neck carcinogenesis, whether their expression is maintained once the tumour has developed still remains unclear. We evaluated the expression of these proteins in HPV16-positive cancer cell lines and clinical oropharyngeal specimens. Two out of the four commercially available antibodies directed against the E7 protein could detect the E7 protein overexpressed in the 293FT cells, human embryonic kidney cells, although none of the four commercially available anti-E6 antibodies could detect the overexpressed E6 protein. Whereas HPV16-positive head and neck or cervical carcinoma cell lines expressed the E7 mRNA, the antibodies with an ability to detect the E7 protein could not detect it in western blotting in these HPV16-positive cell lines. In clinical specimens, E7 protein was partially detected in p16-positive area in p16-positive and HPV16 DNA-positive samples, but not in p16-negative and HPV DNA-negative or p16-positive and HPV DNA-negative samples. Consistent with these findings, the E7 protein was poorly translated from the endogenous structure of the E7 mRNA, although significant E7 mRNA expression was detected in these samples. Our findings indicate that E7 protein is partially expressed in p16-positive area in p16-positive and HPV16 DNA-positive clinical specimens.
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Affiliation(s)
- Koji Kitamura
- Division of Gene Therapy Science, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.,Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Keisuke Nimura
- Division of Gene Therapy Science, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.
| | - Rie Ito
- Division of Gene Therapy Science, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.,Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Kotaro Saga
- Division of Gene Therapy Science, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Hidenori Inohara
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Yasufumi Kaneda
- Division of Gene Therapy Science, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
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Transcription factors CP2 and YY1 as prognostic markers in head and neck squamous cell carcinoma: analysis of The Cancer Genome Atlas and a second independent cohort. J Cancer Res Clin Oncol 2020; 147:755-765. [PMID: 33315124 PMCID: PMC7872999 DOI: 10.1007/s00432-020-03482-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 11/22/2020] [Indexed: 01/29/2023]
Abstract
PURPOSE The transcription factors YY1 and CP2 have been associated with tumor promotion and suppression in various cancers. Recently, simultaneous expression of both markers was correlated with negative prognosis in cancer. The aim of this study was to explore the expression of YY1 and CP2 in head and neck squamous cell carcinoma (HNSCC) patients and their association with survival. METHODS First, we analyzed mRNA expression and copy number variations (CNVs) of YY1 and CP2 using "The Cancer Genome Atlas" (TCGA) with 510 HNSCC patients. Secondly, protein expression was investigated via immunohistochemistry in 102 patients, who were treated in the Vienna General Hospital, utilizing a tissue microarray. RESULTS The median follow-up was 2.9 years (1.8-4.6) for the TCGA cohort and 10.3 years (6.5-12.8) for the inhouse tissue micro-array (TMA) cohort. The median overall survival of the TCGA cohort was decreased for patients with a high YY1 mRNA expression (4.0 vs. 5.7 years, p = 0.030, corr. p = 0.180) and high YY1-CNV (3.53 vs. 5.4 years, p = 0.0355, corr. p = 0.213). Furthermore, patients with a combined high expression of YY1 and CP2 mRNA showed a worse survival (3.5 vs. 5.4 years, p = 0.003, corr. p = 0.018). The mortality rate of patients with co-expression of YY1 and CP2 mRNA was twice as high compared to patients with low expression of one or both (HR 1.99, 95% CI 1.11-3.58, p = 0.021). Protein expression of nuclear YY1 and CP2 showed no association with disease outcome in our inhouse cohort. CONCLUSION Our data indicate that simultaneous expression of YY1 and CP2 mRNA is associated with shorter overall survival. Thus, combined high mRNA expression might be a suitable prognostic marker for risk stratification in HNSCC patients. However, since we could not validate this finding at genomic or protein level, we hypothesize that unknown underlying mechanisms which regulate mRNA transcription of YY1 and CP2 are the actual culprits leading to a worse survival.
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Paterson C, Hargreaves S, Rumley CN. Functional Imaging to Predict Treatment Response in Head and Neck Cancer: How Close are We to Biologically Adaptive Radiotherapy? Clin Oncol (R Coll Radiol) 2020; 32:861-873. [PMID: 33127234 DOI: 10.1016/j.clon.2020.10.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 09/28/2020] [Accepted: 10/05/2020] [Indexed: 02/07/2023]
Abstract
It is increasingly recognised that head and neck cancer represents a spectrum of disease with a differential response to standard treatments. Although prognostic factors are well established, they do not reliably predict response. The ability to predict response early during radiotherapy would allow adaptation of treatment: intensifying treatment for those not responding adequately or de-intensifying remaining therapy for those likely to achieve a complete response. Functional imaging offers such an opportunity. Changes in parameters obtained with functional magnetic resonance imaging or positron emission tomography-computed tomography during treatment have been found to be predictive of disease control in head and neck cancer. Although many questions remain unanswered regarding the optimal implementation of these techniques, current, maturing and future studies may provide the much-needed homogeneous cohorts with larger sample sizes and external validation of parameters. With a stepwise and collaborative approach, we may be able to develop imaging biomarkers that allow us to deliver personalised, biologically adaptive radiotherapy for head and neck cancer.
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Affiliation(s)
- C Paterson
- Beatson West of Scotland Cancer Centre, Glasgow, UK.
| | | | - C N Rumley
- Department of Radiation Oncology, Townsville University Hospital, Douglas, Australia; South Western Clinical School, University of New South Wales, Sydney, Australia; Ingham Institute for Applied Medical Research, Sydney, Australia
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Menegaldo A, Schroeder L, Holzinger D, Tirelli G, Dal Cin E, Tofanelli M, Rigo S, Mantovani M, Stellin M, Del Mistro A, Dei Tos AP, Guerriero A, Niero M, Borsetto D, Da Mosto MC, Polesel J, Pawlita M, Waterboer T, Boscolo-Rizzo P. Detection of HPV16/18 E6 Oncoproteins in Head and Neck Squamous Cell Carcinoma Using a Protein Immunochromatographic Assay. Laryngoscope 2020; 131:1042-1048. [PMID: 33103777 DOI: 10.1002/lary.29184] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/24/2020] [Accepted: 09/25/2020] [Indexed: 01/26/2023]
Abstract
OBJECTIVES/HYPOTHESIS The accurate diagnostic assessment of clinically relevant human papillomavirus (HPV) infections in patients with head and neck squamous cell carcinoma represents an urgent unmet medical need. The aim of this study was to determine feasibility, accuracy, and clinical significance of HPV16/18 E6 oncoprotein detection on cytological specimens from oropharyngeal squamous cell carcinoma (OPSCC) and neck lymph node metastasis of SCC from unknown primary tumor (CUP) via a protein immunochromatographic assay. STUDY DESIGN Cross-sectional study. METHODS Cytological specimens from primary tumor and neck metastases were collected from 34 patients with OPSCC or CUP and applied to a lateral flow format test that detects HPV16 and HPV18 E6 oncoproteins. E6 oncoprotein positivity or negativity in these specimens was compared to the specimens' "HPV-driven" reference status, defined by presence of HPV-DNA in combination with p16INK4a overexpression and/or HPV E6 seropositivity. RESULTS Eighteen of 29 OPSCC (62%) and three of five CUP (60%) were HPV-driven according to our reference method. The E6 oncoprotein lateral flow test had a sensitivity of 94% (95% CI: 70%-100%) and a specificity of 100% (95% CI: 66%-100%) on primary tumor, and a sensitivity of 88% (95% CI: 64%-99%) and a specificity of 100% (95% CI: 74%-100%) on neck metastases. Test agreement between the E6 lateral flow test and the clinical reference method, HPV-DNA plus p16INK4a was excellent, both for primary lesion and neck metastases. CONCLUSIONS We found the detection of HPV16/18 E6 oncoproteins to be a feasible, highly reliable, and low-invasive method to assess "HPV-driven" status in OPSCC and CUP. LEVEL OF EVIDENCE II Laryngoscope, 131:1042-1048, 2021.
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Affiliation(s)
- Anna Menegaldo
- Department of Neurosciences, Regional Center for Head and Neck Cancer, University of Padova, Treviso, Italy
| | - Lea Schroeder
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dana Holzinger
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Giancarlo Tirelli
- Department of Otorhinolaryngology and Head and Neck Surgery, Azienda Sanitaria Universitaria Integrata di Trieste-ASUITS, Trieste, Italy
| | - Elisa Dal Cin
- Department of Otorhinolaryngology and Head and Neck Surgery, Azienda Sanitaria Universitaria Integrata di Trieste-ASUITS, Trieste, Italy
| | - Margherita Tofanelli
- Department of Otorhinolaryngology and Head and Neck Surgery, Azienda Sanitaria Universitaria Integrata di Trieste-ASUITS, Trieste, Italy
| | - Stefania Rigo
- Department of Otorhinolaryngology and Head and Neck Surgery, Azienda Sanitaria Universitaria Integrata di Trieste-ASUITS, Trieste, Italy
| | - Monica Mantovani
- Department of Neurosciences, Regional Center for Head and Neck Cancer, University of Padova, Treviso, Italy
| | - Marco Stellin
- Department of Neurosciences, Regional Center for Head and Neck Cancer, University of Padova, Treviso, Italy
| | - Annarosa Del Mistro
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padova, Italy
| | | | | | - Monia Niero
- Department of Pathology, University of Padova, Treviso, Italy
| | | | - Maria C Da Mosto
- Department of Neurosciences, Regional Center for Head and Neck Cancer, University of Padova, Treviso, Italy
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Michael Pawlita
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tim Waterboer
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paolo Boscolo-Rizzo
- Department of Neurosciences, Regional Center for Head and Neck Cancer, University of Padova, Treviso, Italy
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Mulder FJ, Pierssens DDCG, Baijens LWJ, Kremer B, Speel EJM. Evidence for different molecular parameters in head and neck squamous cell carcinoma of nonsmokers and nondrinkers: Systematic review and meta-analysis on HPV, p16, and TP53. Head Neck 2020; 43:303-322. [PMID: 33098216 PMCID: PMC7756438 DOI: 10.1002/hed.26513] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/30/2020] [Accepted: 10/13/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The goal of this review was to present an overview of the currently identified molecular parameters in head and neck squamous cell carcinoma (HNSCC) of nonsmokers and nondrinkers (NSND). METHODS Following the PRISMA guidelines, a systematic search was performed using the electronic databases PubMed, Embase, and Google Scholar. RESULTS Of the 902 analyzed unique studies, 74 were included in a quantitative synthesis and 24 in a meta-analysis. Human papillomavirus (HPV) was reported as a molecular parameter in 38 studies, followed by p16 and TP53 (23 and 14 studies, respectively). The variety of other molecular parameters concerned sporadic findings in small numbers of NSND. CONCLUSIONS HNSCC in NSND is more often related to HPV and p16 overexpression compared to tumors of smokers-drinkers. In a third of virus-negative tumors, TP53 mutations were detected with a mutational profile associated with aging and ultraviolet light exposure rather than to tobacco consumption.
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Affiliation(s)
- Frans J Mulder
- Department of Otorhinolaryngology and Head & Neck Surgery, GROW-school for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Damiana D C G Pierssens
- Department of Oral and Cranio-Maxillofacial Surgery, GROW-school for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Laura W J Baijens
- Department of Otorhinolaryngology and Head & Neck Surgery, GROW-school for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Bernd Kremer
- Department of Otorhinolaryngology and Head & Neck Surgery, GROW-school for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Ernst-Jan M Speel
- Department of Pathology, GROW-school for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, Netherlands
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Kim YJ, Jeong WJ, Bae YJ, Kim H, Choi BS, Jung YH, Baik SH, Sunwoo L, Kim JH. MRI-Based Assessment of the Pharyngeal Constrictor Muscle as a Predictor of Surgical Margin after Transoral Robotic Surgery in HPV-Positive Tonsillar Cancer. AJNR Am J Neuroradiol 2020; 41:2320-2326. [PMID: 33060104 DOI: 10.3174/ajnr.a6806] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 07/29/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Transoral robotic surgery is an emerging strategy for treating human papillomavirus-positive cancers, but the role of MR imaging in predicting the surgical outcome has not been established. We aimed to identify preoperative MR imaging characteristics that predispose the outcome of transoral robotic surgery toward an insecure (positive or close) surgical margin in human papillomavirus-positive tonsillar squamous cell carcinoma. MATERIALS AND METHODS Between December 2012 and May 2019, sixty-nine patients underwent transoral robotic surgery at our institution. Among these, 29 who were diagnosed with human papillomavirus-positive tonsillar squamous cell carcinoma, did not receive neoadjuvant treatment, underwent preoperative 3T MR imaging, and had postoperative pathologic reports and were included in this retrospective study. Two neuroradiologists evaluated the preoperative MR imaging scans to determine the tumor spread through the pharyngeal constrictor muscle using a 5-point scale: 1, normal constrictor; 2, bulging constrictor; 3, thinning constrictor; 4, obscured constrictor; and 5, tumor protrusion into the parapharyngeal fat. The risk of an insecure surgical margin (involved or <1 mm) according to the MR imaging scores was predicted using logistic regression with the Firth correction. RESULTS The interobserver agreement for the MR imaging scores was excellent (κ = 0.955, P < .001). A score of ≥4 could predict an insecure margin with 87.5% sensitivity and 92.3% specificity (area under the curve = 0.899) and was the only significant factor associated with an insecure margin in the multivariable analysis (OR, 6.59; 95% CI, 3.11-22.28; P < .001). CONCLUSIONS The pre-transoral robotic surgery MR imaging scoring system for the pharyngeal constrictor muscle is a promising predictor of the surgical margin in human papillomavirus-positive tonsillar squamous cell carcinoma.
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Affiliation(s)
- Y J Kim
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
| | - W-J Jeong
- Otolaryngology-Head and Neck Surgery (W.-J.J., Y.H.J.)
| | - Y J Bae
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
| | - H Kim
- Pathology (H.K.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - B S Choi
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
| | - Y H Jung
- Otolaryngology-Head and Neck Surgery (W.-J.J., Y.H.J.)
| | - S H Baik
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
| | - L Sunwoo
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
| | - J H Kim
- From the Department of Radiology (Y.J.K., Y.J.B., B.S.C., S.H.B., L.S., J.H.K.)
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65
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Martens RM, Koopman T, Noij DP, Pfaehler E, Übelhör C, Sharma S, Vergeer MR, Leemans CR, Hoekstra OS, Yaqub M, Zwezerijnen GJ, Heymans MW, Peeters CFW, de Bree R, de Graaf P, Castelijns JA, Boellaard R. Predictive value of quantitative 18F-FDG-PET radiomics analysis in patients with head and neck squamous cell carcinoma. EJNMMI Res 2020; 10:102. [PMID: 32894373 PMCID: PMC7477048 DOI: 10.1186/s13550-020-00686-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 08/13/2020] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Radiomics is aimed at image-based tumor phenotyping, enabling application within clinical-decision-support-systems to improve diagnostic accuracy and allow for personalized treatment. The purpose was to identify predictive 18-fluor-fluoro-2-deoxyglucose (18F-FDG) positron-emission tomography (PET) radiomic features to predict recurrence, distant metastasis, and overall survival in patients with head and neck squamous cell carcinoma treated with chemoradiotherapy. METHODS Between 2012 and 2018, 103 retrospectively (training cohort) and 71 consecutively included patients (validation cohort) underwent 18F-FDG-PET/CT imaging. The 434 extracted radiomic features were subjected, after redundancy filtering, to a projection resulting in outcome-independent meta-features (factors). Correlations between clinical, first-order 18F-FDG-PET parameters (e.g., SUVmean), and factors were assessed. Factors were combined with 18F-FDG-PET and clinical parameters in a multivariable survival regression and validated. A clinically applicable risk-stratification was constructed for patients' outcome. RESULTS Based on 124 retained radiomic features from 103 patients, 8 factors were constructed. Recurrence prediction was significantly most accurate by combining HPV-status, SUVmean, SUVpeak, factor 3 (histogram gradient and long-run-low-grey-level-emphasis), factor 4 (volume-difference, coarseness, and grey-level-non-uniformity), and factor 6 (histogram variation coefficient) (CI = 0.645). Distant metastasis prediction was most accurate assessing metabolic-active tumor volume (MATV)(CI = 0.627). Overall survival prediction was most accurate using HPV-status, SUVmean, SUVmax, factor 1 (least-axis-length, non-uniformity, high-dependence-of-high grey-levels), and factor 5 (aspherity, major-axis-length, inversed-compactness and, inversed-flatness) (CI = 0.764). CONCLUSIONS Combining HPV-status, first-order 18F-FDG-PET parameters, and complementary radiomic factors was most accurate for time-to-event prediction. Predictive phenotype-specific tumor characteristics and interactions might be captured and retained using radiomic factors, which allows for personalized risk stratification and optimizing personalized cancer care. TRIAL REGISTRATION Trial NL3946 (NTR4111), local ethics commission reference: Prediction 2013.191 and 2016.498. Registered 7 August 2013, https://www.trialregister.nl/trial/3946.
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Affiliation(s)
- Roland M Martens
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands.
| | - Thomas Koopman
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Daniel P Noij
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Elisabeth Pfaehler
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Caroline Übelhör
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, De Boelelaan, 1117, Amsterdam, Netherlands
| | - Sughandi Sharma
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Marije R Vergeer
- Department of Radiation Oncology, Amsterdam University Medical Center, De Boelelaan, 1117, Amsterdam, Netherlands
| | - C René Leemans
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam University Medical Center, De Boelelaan, 1117, Amsterdam, Netherlands
| | - Otto S Hoekstra
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Gerben J Zwezerijnen
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Martijn W Heymans
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, De Boelelaan, 1117, Amsterdam, Netherlands
| | - Carel F W Peeters
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, De Boelelaan, 1117, Amsterdam, Netherlands
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Pim de Graaf
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Jonas A Castelijns
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands
| | - Ronald Boellaard
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, De Boelelaan 1117, PO Box 7057, 1007, Amsterdam, MB, Netherlands.,Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Young RJ, Solomon B, Corry J, Angel C, Kenny L, Porceddu S, Wratten C, Macann A, Jackson JE, Herschtal A, Rischin D. Validation of local p16 testing for determination of human papilloma virus status eligibility on a low risk oropharyngeal cancer trial - A Trans-Tasman Radiation Oncology Group study. Oral Oncol 2020; 110:104988. [PMID: 32889172 DOI: 10.1016/j.oraloncology.2020.104988] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 08/25/2020] [Accepted: 08/26/2020] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Accurate determination of human papilloma virus (HPV) status is critical when identifying patients with oropharyngeal squamous cell carcinoma (OPSCC) who may be candidates for de-escalation trials. In this study we investigated whether local p16 screening, by immunohistochemistry (IHC), has high positive predictive value (PPV) for HPV status in a good prognosis HPV positive OPSCC (HPVOPSCC) population treated on a clinical trial. METHODS AND MATERIALS Patients enrolled on the TROG 12.01 randomised trial for good prognosis HPVOPSCC were randomised based on local p16 IHC testing but subsequently had central p16 IHC and HPV RNA in situ hybridisation (HPV RNA ISH) testing. Correlations between the local and central p16 and central HPV RNA ISH were studied. The main outcome was the positive predictive value (PPV) of local pathology laboratory testing of p16. RESULTS 176/182 patients had samples available for central testing. 172/176 were evaluable for central testing of p16, and all were confirmed to be p16 positive (172/172, 100%, 95% CI = [97.9%, 100%]). Similarly, 100% of those evaluable for HPV RNA ISH (155/155, 100%, 95% CI = [97.6%, 100%]) were confirmed HPV positive, indicating p16 overexpression driven by transcriptionally active HPV and a PPV of 100% for local p16 testing. CONCLUSIONS Our results validate the suitability of local pathology laboratory p16 testing alone, in populations with a high attributable fraction of OPSCC due to HPV, to screen and enrol low risk HPVOPSCC patients onto de-intensification trials. This obviates the need for upfront more complex and expensive HPV assays and/or central laboratory testing.
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Affiliation(s)
- Richard J Young
- Research Division, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Benjamin Solomon
- Research Division, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia; Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - June Corry
- Genesiscare St Vincent's Hospital, Melbourne, Australia
| | - Christopher Angel
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Lizbeth Kenny
- Department of Radiation Oncology, Royal Brisbane & Women's Hospital, Brisbane, Australia; Faculty of Medicine, University of Queensland Brisbane, Australia
| | - Sandro Porceddu
- Faculty of Medicine, University of Queensland Brisbane, Australia; Department of Radiation Oncology, Princess Alexandra Hospital, Brisbane, Australia
| | - Christopher Wratten
- Department of Radiation Oncology, Calvary Mater Hospital and University of Newcastle, Newcastle, Australia
| | - Andrew Macann
- Department of Radiation Oncology, Auckland City Hospital and University of Auckland, Auckland, New Zealand
| | | | - Alan Herschtal
- Centre for Biostatistics and Clinical Trials, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Danny Rischin
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia; Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia.
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Multiparametric functional MRI and 18F-FDG-PET for survival prediction in patients with head and neck squamous cell carcinoma treated with (chemo)radiation. Eur Radiol 2020; 31:616-628. [PMID: 32851444 PMCID: PMC7813703 DOI: 10.1007/s00330-020-07163-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 06/17/2020] [Accepted: 08/06/2020] [Indexed: 12/02/2022]
Abstract
Objectives To assess (I) correlations between diffusion-weighted (DWI), intravoxel incoherent motion (IVIM), dynamic contrast-enhanced (DCE) MRI, and 18F-FDG-PET/CT imaging parameters capturing tumor characteristics and (II) their predictive value of locoregional recurrence-free survival (LRFS) and overall survival (OS) in patients with head and neck squamous cell carcinoma (HNSCC) treated with (chemo)radiotherapy. Methods Between 2014 and 2018, patients with histopathologically proven HNSCC, planned for curative (chemo) radiotherapy, were prospectively included. Pretreatment clinical, anatomical, and functional imaging parameters (obtained by DWI/IVIM, DCE-MRI, and 18F-FDG-PET/CT) were extracted for primary tumors (PT) and lymph node metastases. Correlations and differences between parameters were assessed. The predictive value of LRFS and OS was assessed, performing univariable, multivariable Cox and CoxBoost regression analyses. Results In total, 70 patients were included. Significant correlations between 18F-FDG-PET parameters and DWI-/DCE volume parameters were found (r > 0.442, p < 0.002). The combination of HPV (HR = 0.903), intoxications (HR = 1.065), PT ADCGTV (HR = 1.252), Ktrans (HR = 1.223), and Ve (HR = 1.215) was predictive for LRFS (C-index = 0.546; p = 0.023). N-stage (HR = 1.058), HPV positivity (HR = 0.886), hypopharyngeal tumor location (HR = 1.111), ADCGTV (HR = 1.102), ADCmean (HR = 1.137), D* (HR = 0.862), Ktrans (HR = 1.106), Ve (HR = 1.195), SUVmax (HR = 1.094), and TLG (HR = 1.433) were predictive for OS (C-index = 0.664; p = 0.046). Conclusions Functional imaging parameters, performing DWI/IVIM, DCE-MRI, and 18F-FDG-PET/CT, yielded complementary value in capturing tumor characteristics. More specific, intoxications, HPV-negative status, large tumor volume-related parameters, high permeability (Ktrans), and high extravascular extracellular space (Ve) parameters were predictive for adverse locoregional recurrence-free survival and adverse overall survival. Low cellularity (high ADC) and high metabolism (high SUV) were additionally predictive for decreased overall survival. These different predictive factors added to estimated locoregional and overall survival. Key Points • Parameters of DWI/IVIM, DCE-MRI, and 18F-FDG-PET/CT were able to capture complementary tumor characteristics. • Multivariable analysis revealed that intoxications, HPV negativity, large tumor volume and high vascular permeability (Ktrans), and extravascular extracellular space (Ve) were complementary predictive for locoregional recurrence. • In addition to predictive parameters for locoregional recurrence, also high cellularity (low ADC) and high metabolism (high SUV) were complementary predictive for overall survival. Electronic supplementary material The online version of this article (10.1007/s00330-020-07163-3) contains supplementary material, which is available to authorized users.
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68
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Xu T, Shen C, Wei Y, Hu C, Wang Y, Xiang J, Sun GH, Su F, Wang Q, Lu X. Human papillomavirus (HPV) in Chinese oropharyngeal squamous cell carcinoma (OPSCC): A strong predilection for the tonsil. Cancer Med 2020; 9:6556-6564. [PMID: 32717137 PMCID: PMC7520352 DOI: 10.1002/cam4.3339] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 07/09/2020] [Accepted: 07/10/2020] [Indexed: 12/23/2022] Open
Abstract
Objective Compared with Occident's data, the incidence of Human papillomavirus (HPV)‐driven oropharyngeal squamous cell carcinomas (OPSCCs) had been reported as relatively low in Mainland China. The objective of this study was to report the integrated prevalence of HPV and Epstein‐Barr virus (EBV), and further evaluate the different behaviors of HPV‐positive and ‐negative OPSCCs in eastern China. Methods In a cohort of 170 nonmetastatic OPSCCs treated from January 2007 to July 2019, p16 protein expression, HPV genotypes, and Epstein‐Barr virus‐encoded RNA (EBER) were determined by immunohistochemistry (IHC) and in situ hybridization (ISH). The clinical and pathologic findings were further collected and analyzed to comprehensively reveal the behaviors of Chinese OPSCCs. Results Out of the 170 tumor tissues evaluated, 57.6% (98) samples had positive p16 expressions. A total of 65.1% (99/152) samples had positive HPV genotypes, besides HPV16 (92/152), HPV11, 18, 33, 53, and 58 were also detected. The positive rate of EBER was 7.2% (9/124), and the co‐infection rate of EBV/HPV was 4.0%. Related to the unequal distributions of p16 expression, HPV‐related tumors arisen from tonsillar and non‐tonsillar accounted for 68.8% (75/109) and 37.7% (23/61) of their cases, respectively (P < .001). With a median follow‐up time of 13.1 months, significant survival advantages of HPV‐related OSPCC were observed; 1‐year OS, PFS, RFS, and MFS were 83.2% vs 96.7% (P < .001), 71.6% vs 96.2% (P < .001), 77.7% vs 96.2% (P = .002), and 90.4% vs 100.0% (P = .024) in p16‐negative and ‐positive cases, respectively. Conclusions The relative percent of HPV‐positive OPSCCs in this study is close to the positive rate in many Western countries and a strong predilection was discovered for the tonsillar. The EBV infection and co‐infection of HPV/EBV were largely low. The prognosis of HPV‐positive OSPCCs was more favorable than its negative counterpart.
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Affiliation(s)
- Tingting Xu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Chunying Shen
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Ye Wei
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Chaosu Hu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Yu Wang
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China.,Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jun Xiang
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China.,Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Guo-Hua Sun
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China.,Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Fengtao Su
- Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Qifeng Wang
- Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China.,Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xueguan Lu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
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Transoral robotic surgery and intensity-modulated radiotherapy in the treatment of the oropharyngeal carcinoma: a systematic review and meta-analysis. Eur Arch Otorhinolaryngol 2020; 278:1321-1335. [DOI: 10.1007/s00405-020-06224-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 07/16/2020] [Indexed: 01/18/2023]
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kalantari F, Rajaeih S, Daneshvar A, Karbasi Z, Mahdi Salem M. Robotic surgery of head and neck cancers, a narrative review. Eur J Transl Myol 2020; 30:8727. [PMID: 32782756 PMCID: PMC7385690 DOI: 10.4081/ejtm.2019.8727] [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: 12/02/2019] [Accepted: 12/29/2019] [Indexed: 02/02/2023] Open
Abstract
Head and neck cancers are the most common cancers in the body. Treatments are determined on the basis of the location and stage of the primary tumor. The goal of treatment is to eliminate the tumor, prevent recurrence or metastasis, and maintain the quality of life. There are several treatments available for the management of head and neck cancers, including surgery, radiation therapy, chemotherapy, new molecular agents, and a combination of them. Transoral robotic technique is a short-time operation using a type of robotic machine in which the patient undergoes anesthesia for a shorter time and the side effects of this operation and the time of hospitalization are less than open surgery. Due to the importance of speed and accuracy in head and neck cancer surgery and the importance of application of robotics in surgery, the present study was designed and implemented to review the application of robotics in the management of head and neck cancers. In this review study, the keywords: application, robotic, surgical, head cancer, transoral robotic surgery (TORS), and neck cancer, were searched in ISI, PubMed, Scopus, Google scholar databases. Related articles written domestically or abroad that have covered areas such as the background of transoral robotic surgery, maintaining organ function and approaches, the advantages and disadvantages of TORS, the affordability of TORS, the combination of TORS with other therapeutic approaches published from 2003 to 2019 were reviewed. The use of robotic surgery for precise operations such as head and neck cancers seems to be essential. More advanced robotic devices are expected to expand the surgery treatment for head and neck cancers as well as the results of using TORS for oncologic optimization and acceptability of results while maintaining organ function and patient's quality of life.
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Affiliation(s)
- Farbood kalantari
- ENT and Head and Neck Research Center and Department, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Shahin Rajaeih
- ENT and Head and Neck Research Center and Department, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Ali Daneshvar
- ENT and Head and Neck Research Center and Department, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Karbasi
- ENT and Head and Neck Research Center and Department, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Mahdi Salem
- ENT and Head and Neck Research Center and Department, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Tehran, Iran
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Adherence to pretreatment and intratreatment imaging of head and neck squamous cell carcinoma patients undergoing (chemo) radiotherapy in a research setting. Clin Imaging 2020; 69:82-90. [PMID: 32693228 DOI: 10.1016/j.clinimag.2020.06.047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 06/14/2020] [Accepted: 06/26/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE The emerge of improved personalized treatment adaptations and outcome prediction is accompanied with increasing non-invasive assessments in early treatment phase, leading to increased patient burden. This study assessed the adherence of patients with head and neck squamous cell carcinoma (HNSCC) to undergo pretreatment and research-related intratreatment imaging, and assessed which factors caused drop-out. METHOD Between 2013 and 2019, advanced-staged HNSCC patients were prospectively included, underwent (chemo) radiotherapy with curative intent and planned for both pre-treatment and intratreatment sequential 18F-FDG-PET/CT, 18F-FDG-PET/MRI and thereafter MRI (including DWI/DCE). Drop-out-factors were described as healthcare-related (logistics and imaging-system defects) and patient-related (psychological, physical, not-specified). Common Toxicity Criteria (CTC) were routinely scored by radiation/medical oncologists throughout the first 3 weeks, and compared between patient drop-outs and who complete imaging. RESULTS Ninety-seven patients (mean age 61 ± 6.8 years) were included; 95 patients (97.9%) underwent pretreatment imaging and 63 (64.9%) intratreatment imaging. For 18F-FDG-PET/CT, 18F-FDG-PET/MRI and MRI pretreatment drop-outs were 2, 10 and 3 patients and for intratreatment drop-outs were 34, 39 and 35 patients, respectively. Patient-related drop-out-factors were physical (n = 16, e.g. dysphagia), psychological (n = 6, e.g. claustrophobia) and non-specified (n = 12). Healthcare-related drop-out-factors were logistics (n = 6) and 18F-FDG-PET/CT-/MRI-system defects (n = 2). The CTC mucosal toxicity was significantly higher (p = 0.023) at week 2 of (chemo)radiotherapy in patient drop-outs than with complete imaging. CONCLUSIONS The drop-out frequency of advanced-staged HNSCC patients for imaging during (chemo)radiotherapy in a research-setting was high and mainly patient-related. Treatment of patient-related inconveniences, communication of rationale and healthcare-related imaging protocol efficiency improvements may contribute to improved adherence.
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72
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Wagner S, Prigge ES, Wuerdemann N, Reder H, Bushnak A, Sharma SJ, Obermueller T, von Knebel Doeberitz M, Dreyer T, Gattenlöhner S, Wolf G, Pons-Kühnemann J, Wittekindt C, Klussmann JP. Evaluation of p16 INK4a expression as a single marker to select patients with HPV-driven oropharyngeal cancers for treatment de-escalation. Br J Cancer 2020; 123:1114-1122. [PMID: 32624580 PMCID: PMC7525437 DOI: 10.1038/s41416-020-0964-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/27/2020] [Accepted: 06/12/2020] [Indexed: 12/20/2022] Open
Abstract
Background A remarkably better prognosis is associated with oropharyngeal squamous cell carcinomas (OPSCC) driven by human papillomaviruses (HPV) compared with HPV-negative OPSCC. Consequently, de-escalation of standard treatment has been suggested. Due to modest specificity rates, debates are ongoing, whether p16INK4a, a surrogate marker for HPV-driven OPSCC, is sufficient to correctly identify those tumours and avoid substantial HPV misattribution and thus undertreatment of patients by de-escalation. Robust data estimating the proportion of potentially undertreated patients are missing. Methods We assessed a large-scale cohort of consecutively included OPSCC diagnosed between 2000 and 2017 for HPV–DNA, HPV genotypes, p16INK4a expression and multiple tumour- and patient-related risk factors, and investigated their impact on patients’ survival in comprehensive uni- and multivariate analyses. Results Aetiological relevance of HPV (p16INK4a- and high-risk HPV–DNA-positivity) was detected in 27.1% (n = 192) of OPSCC, with HPV16 being the most abundant HPV type (94.6%). In 5.5% patients (n = 39), p16INK4a overexpression but no HPV–DNA was detected. Principal component and survival analyses revealed that 60.6% of these p16INK4a-positive OPSCC lacking HPV–DNA did not resemble HPV16-driven but HPV-negative OPSCC regarding risk-factor profile and overall survival. Notably, this group represented 10.6% of all p16INK4a-overexpressing OPSCC. Conclusions p16INK4a as a single marker appears insufficient to indicate OPSCC patients suitable for treatment de-escalation.
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Affiliation(s)
- Steffen Wagner
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany.
| | - Elena-Sophie Prigge
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Applied Tumor Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nora Wuerdemann
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany
| | - Henrike Reder
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany
| | - Ayman Bushnak
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany
| | - Shachi Jenny Sharma
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany
| | - Theresa Obermueller
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Applied Tumor Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Applied Tumor Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Dreyer
- Institute of Pathology, University of Giessen, Giessen, Germany
| | | | - Gregor Wolf
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany
| | - Jörn Pons-Kühnemann
- Medical Statistics, Institute of Medical Informatics, University of Giessen, Giessen, Germany
| | - Claus Wittekindt
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany
| | - Jens Peter Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Giessen, Giessen, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany
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73
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Facompre ND, Rajagopalan P, Sahu V, Pearson AT, Montone KT, James CD, Gleber-Netto FO, Weinstein GS, Jalaly J, Lin A, Rustgi AK, Nakagawa H, Califano JA, Pickering CR, White EA, Windle BE, Morgan IM, Cohen RB, Gimotty PA, Basu D. Identifying predictors of HPV-related head and neck squamous cell carcinoma progression and survival through patient-derived models. Int J Cancer 2020; 147:3236-3249. [PMID: 32478869 DOI: 10.1002/ijc.33125] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 04/25/2020] [Accepted: 05/11/2020] [Indexed: 02/06/2023]
Abstract
Therapeutic innovation for human papilloma virus-related (HPV+) head and neck squamous cell carcinomas (HNSCCs) is impaired by inadequate preclinical models and the absence of accurate biomarkers. Our study establishes the first well-characterized panel of patient-derived xenografts (PDXs) and organoids from HPV+ HNSCCs while determining fidelity of the models to the distinguishing genetic features of this cancer type. Despite low engraftment rates, whole exome sequencing showed that PDXs retain multiple distinguishing features of HPV+ HNSCC lost in existing cell lines, including PIK3CA mutations, TRAF3 deletion and the absence of EGFR amplifications. Engrafted HPV+ tumors frequently contained NOTCH1 mutations, thus providing new models for a negatively prognostic alteration in this disease. Genotype-phenotype associations in the models were then tested for prediction of tumor progression and survival in published clinical cohorts. Observation of high tumor mutational burdens (TMBs) in the faster-growing models facilitated identification of a novel association between TMB and local progression in both HPV+ and HPV- patients that was prognostic in HPV- cases. In addition, reduced E7 and p16INK4A levels found in a PDX from an outlier case with lethal outcome led to detection of similar profiles among recurrent HPV+ HNSCCs. Transcriptional data from the Cancer Genome Atlas was used to demonstrate that the lower E2F target gene expression predicted by reduced E7 levels has potential as a biomarker of disease recurrence risk. Our findings bridge a critical gap in preclinical models for HPV+ HNSCCs and simultaneously reveal novel potential applications of quantifying mutational burden and viral oncogene functions for biomarker development.
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Affiliation(s)
- Nicole D Facompre
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Pavithra Rajagopalan
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Varun Sahu
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Kathleen T Montone
- Department of Pathology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Claire D James
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | | | - Gregory S Weinstein
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jalal Jalaly
- Department of Pathology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alexander Lin
- Department of Radiation Oncology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Anil K Rustgi
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hiroshi Nakagawa
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joseph A Califano
- Department of Surgery, University of California San Diego, San Diego, California, USA
| | - Curtis R Pickering
- Department of Head and Neck Surgery, The MD Anderson Cancer Center, Houston, Texas, USA
| | - Elizabeth A White
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Bradford E Windle
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Iain M Morgan
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Roger B Cohen
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Phyllis A Gimotty
- Department of Biostatistics, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Devraj Basu
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.,The Wistar Institute, Philadelphia, Pennsylvania, USA
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Abstract
Non-communicable diseases contribute to 71% of the deaths worldwide, of which cancers rank second after cardiovascular diseases. Among all the cancers, head and neck cancers (HNC) are consequential in augmenting the global cancer incidence as well as mortality. Receptor tyrosine kinases (RTKs) are emphatic for the matter that they serve as biomarkers aiding the analysis of tumor progression and metastasis as well as diagnosis, prognosis and therapeutic progression in the patients. The extensive researches on HNC have made significant furtherance in numerous targeted therapies, but for the escalating therapeutic resistance. This review explicates RTKs in HNC, their signaling pathways involved in tumorigenesis, metastasis and stemness induction, the association of non-coding RNAs with RTKs, an overview of RTK based therapy and associated resistance in HNC, as well as a sneak peek into the HPV positive HNC and its therapy. The review extrapolates the cardinal role of RTKs and RTK based therapy as superior to other existing therapeutic interventions for HNC.
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Affiliation(s)
- Revathy Nadhan
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
| | - Priya Srinivas
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India.
| | - M Radhakrishna Pillai
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
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75
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Dickinson A, Saraswat M, Syrjänen S, Tohmola T, Silén R, Randén-Brady R, Carpén T, Hagström J, Haglund C, Mattila P, Mäkitie A, Joenväärä S, Silén S. Comparing serum protein levels can aid in differentiating HPV-negative and -positive oropharyngeal squamous cell carcinoma patients. PLoS One 2020; 15:e0233974. [PMID: 32542012 PMCID: PMC7295232 DOI: 10.1371/journal.pone.0233974] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/16/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The surrogate immunohistochemical marker, p16INK4a, is used in clinical practice to determine the high-risk human papillomavirus (HPV) status of oropharyngeal squamous cell carcinomas (OPSCC). With a specificity of 83%, this will misclassify some patients compared with direct HPV testing. Patients who are p16INK4a-positive but HPV DNA-negative, or RNA-negative, may be unsuitable for treatment de-escalation aimed at reducing treatment-related side effects. We aimed to identify cost-effective serum markers to improve decision making for patients at risk of misclassification by p16INK4a alone. METHODS Serum proteins from pre-treatment samples of 36 patients with OPSCC were identified and quantified using label-free mass spectrometry-based proteomics. HPV-status was determined using p16INK4a/HPV DNA and E6/E7 mRNA. Serum protein expressions were compared between groups of patients according to HPV status, using the unpaired t-test with a Benjamini-Hochberg correction. ROC curves (AUC) were calculated with SPSS (v25). RESULTS Of 174 serum proteins identified, complement component C7 (C7), apolipoprotein F (ApoF) and galectin-3-Binding Protein (LGALS3BP) significantly differed between HPV-positive and -negative tumors (AUC ranging from 0.84-0.87). ApoF levels were more than twice as high in the E6/E7 mRNA HPV-positive group than HPV-negative. CONCLUSIONS Serum C7, ApoF and LGALS3BP levels discriminate between HPV-positive and HPV-negative OPSCC. Further studies are needed to validate these host immunity-related proteins as markers for HPV-associated OPSCC.
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Affiliation(s)
- Amy Dickinson
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- * E-mail:
| | - Mayank Saraswat
- Transplantation Laboratory, Haartman Institute, University of Helsinki, Helsinki, Finland
- HUSLAB, Helsinki University Hospital, Helsinki, Finland
| | - Stina Syrjänen
- Department of Oral Pathology and Oral Radiology, University of Turku, Turku, Finland
- Department of Pathology, Turku University Hospital, Turku, Finland
| | - Tiialotta Tohmola
- Transplantation Laboratory, Haartman Institute, University of Helsinki, Helsinki, Finland
| | - Robert Silén
- Transplantation Laboratory, Haartman Institute, University of Helsinki, Helsinki, Finland
| | - Reija Randén-Brady
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Timo Carpén
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Jaana Hagström
- Department of Oral Pathology and Oral Radiology, University of Turku, Turku, Finland
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Surgery, University of Helsinki and Helsinki, University Hospital Helsinki, Helsinki, Finland
| | - Caj Haglund
- Department of Surgery, University of Helsinki and Helsinki, University Hospital Helsinki, Helsinki, Finland
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland
| | - Petri Mattila
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Antti Mäkitie
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Sakari Joenväärä
- Transplantation Laboratory, Haartman Institute, University of Helsinki, Helsinki, Finland
- HUSLAB, Helsinki University Hospital, Helsinki, Finland
| | - Suvi Silén
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
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76
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Jank BJ, Kadletz L, Dunkler D, Haas M, Schnoell J, Kenner L, Heiduschka G. Epithelial stem cell marker LGR6 expression identifies a low-risk subgroup in human papillomavirus positive oropharyngeal squamous cell carcinoma. Oral Oncol 2020; 105:104657. [DOI: 10.1016/j.oraloncology.2020.104657] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 03/08/2020] [Accepted: 03/16/2020] [Indexed: 01/07/2023]
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77
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Casarotto M, Fanetti G, Guerrieri R, Palazzari E, Lupato V, Steffan A, Polesel J, Boscolo-Rizzo P, Fratta E. Beyond MicroRNAs: Emerging Role of Other Non-Coding RNAs in HPV-Driven Cancers. Cancers (Basel) 2020; 12:cancers12051246. [PMID: 32429207 PMCID: PMC7281476 DOI: 10.3390/cancers12051246] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 05/11/2020] [Accepted: 05/12/2020] [Indexed: 12/11/2022] Open
Abstract
Persistent infection with high-risk Human Papilloma Virus (HPV) leads to the development of several tumors, including cervical, oropharyngeal, and anogenital squamous cell carcinoma. In the last years, the use of high-throughput sequencing technologies has revealed a number of non-coding RNA (ncRNAs), distinct from micro RNAs (miRNAs), that are deregulated in HPV-driven cancers, thus suggesting that HPV infection may affect their expression. However, since the knowledge of ncRNAs is still limited, a better understanding of ncRNAs biology, biogenesis, and function may be challenging for improving the diagnosis of HPV infection or progression, and for monitoring the response to therapy of patients affected by HPV-driven tumors. In addition, to establish a ncRNAs expression profile may be instrumental for developing more effective therapeutic strategies for the treatment of HPV-associated lesions and cancers. Therefore, this review will address novel classes of ncRNAs that have recently started to draw increasing attention in HPV-driven tumors, with a particular focus on ncRNAs that have been identified as a direct target of HPV oncoproteins.
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Affiliation(s)
- Mariateresa Casarotto
- Division of Immunopathology and Cancer Biomarkers, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (M.C.); (R.G.); (A.S.)
| | - Giuseppe Fanetti
- Division of Radiotherapy, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (G.F.); (E.P.)
| | - Roberto Guerrieri
- Division of Immunopathology and Cancer Biomarkers, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (M.C.); (R.G.); (A.S.)
| | - Elisa Palazzari
- Division of Radiotherapy, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (G.F.); (E.P.)
| | - Valentina Lupato
- Division of Otolaryngology, General Hospital “Santa Maria degli Angeli”, 33170 Pordenone, Italy;
| | - Agostino Steffan
- Division of Immunopathology and Cancer Biomarkers, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (M.C.); (R.G.); (A.S.)
| | - Jerry Polesel
- Division of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy;
| | - Paolo Boscolo-Rizzo
- Section of Otolaryngology, Department of Neurosciences, University of Padova, 31100 Treviso, Italy;
| | - Elisabetta Fratta
- Division of Immunopathology and Cancer Biomarkers, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, National Cancer Institute, 33081 Aviano (PN), Italy; (M.C.); (R.G.); (A.S.)
- Correspondence: ; Tel.: +390434659569
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78
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Fanetti G, Alterio D, Marvaso G, Gandini S, Rojas DP, Gobitti C, Minatel E, Revelant A, Caroli A, Francia CM, Alessandro O, Pepa M, Gugliandolo SG, Starzyńska A, Polesel J, Vaccher E, Cossu Rocca M, Tagliabue M, Ansarin M, Lupato V, Giacomarra V, De Paoli A, Orecchia R, Franchin G, Jereczek-Fossa BA. Prognostic significance of neutrophil-to-lymphocyte ratio in HPV status era for oropharyngeal cancer. Oral Dis 2020; 26:1384-1392. [PMID: 32315470 DOI: 10.1111/odi.13366] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 04/06/2020] [Accepted: 04/15/2020] [Indexed: 12/15/2022]
Abstract
AIM To evaluate the role of baseline neutrophil-to-lymphocyte ratio (NLR) as prognostic marker in squamous cell carcinoma of the oropharynx (OPC) treated with definitive chemoradiotherapy (CRT) in the era of HPV status. PATIENTS AND METHODS A retrospective analysis of 125 patients (pts) affected with locally advanced OPC was performed. Inclusion criteria were age >18 years, stage III or IV (TNM 7th ed.) and definitive CRT. Haematological marker for their independent role as prognostic biomarkers for progression-free survival (PFS) and overall survival (OS). Logistic models were used to assess the association with downstage in TNM 8th ed. RESULTS Seventy-seven (61.6%) pts had HPV/p16 + related OPC. Therapeutic choice consisted in sequential and concurrent CRT. Median follow-up was 50 months. A value of NLR ≥3 was associated with poorer OS. Two-year OS was 91% and 81% in pts with NLR <3 and ≥3, respectively. CONCLUSION A baseline NLR ≥ 3 at treatment initiation represented a negative prognostic marker for OPC treated with definitive CRT. These results are in line with literature data, and prognostic value of NLR has been confirmed restaging our cohort with new TNM staging (8th ed.). Therefore, NLR could be considered a valuable biomarker for risk stratification in pts with OPC.
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Affiliation(s)
- Giuseppe Fanetti
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Daniela Alterio
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Carlo Gobitti
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Emilio Minatel
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Alberto Revelant
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Angela Caroli
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Claudia Maria Francia
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Ombretta Alessandro
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Matteo Pepa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Anna Starzyńska
- Department of Oral Surgery, Medical University of Gdańsk, Gdańsk, Poland
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Emanuela Vaccher
- Division of Medical Oncology and Immune-related Tumors, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Maria Cossu Rocca
- Division of Uro-genital and Head and Neck Medical Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Marta Tagliabue
- Division of Otolaryngology and Head and Neck Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mohssen Ansarin
- Division of Otolaryngology and Head and Neck Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Valentina Lupato
- Division of Otolaryngology, Santa Maria degli Angeli General Hospital, Pordenone, Italy
| | - Vittorio Giacomarra
- Division of Otolaryngology, Santa Maria degli Angeli General Hospital, Pordenone, Italy
| | - Antonino De Paoli
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giovanni Franchin
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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79
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Janecka-Widła A, Mucha-Małecka A, Majchrzyk K, Halaszka K, Przewoźnik M, Słonina D, Biesaga B. Active HPV infection and its influence on survival in head and neck squamous-cell cancer. J Cancer Res Clin Oncol 2020; 146:1677-1692. [PMID: 32372145 PMCID: PMC7256081 DOI: 10.1007/s00432-020-03218-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 04/11/2020] [Indexed: 01/04/2023]
Abstract
Purpose HPV is involved in the development of some head and neck squamous-cell carcinomas (HNSCC). It was suggested that only transcriptionally active virus can induce carcinogenesis, therefore, the aim of our study was to analyze the frequency of active HPV infection, virus type, and its prognostic role in HNSCC patients. Methods Status of active HPV infection was assessed for 155 HNSCC patients based on p16 expression and HPV DNA presence. Univariate and multivariate analyses with Cox proportional regression model were performed to select independent prognostic factors. Results Active HPV infection was detected in 20.65% of patients. We identified 16.0, 40.9 and 1.7% of HPV positive oral cavity, oropharyngeal, and laryngeal cancer cases, respectively. HPV16 was dominant (81.25%) followed by HPV35 (9.38%) and double infections with HPV16 and 35 (6.25%) or HPV35 and 18 (3.12%). Patients with active HPV infection demonstrated significantly higher survival than HPV negative ones (OS 80.89% vs. 37.08%, p = 0.000; DFS 93.0% vs. 53.35%, p = 0.000, respectively). Longer OS and DFS were maintained for infected patients when oropharyngeal and non-oropharyngeal cases were analyzed separately. Interestingly, all patients infected with other than HPV16 types survived 5 years without cancer progression. In the analyzed group of 155 patients the strongest independent favourable prognostic factor for both OS and DFS was HPV presence. Conclusions High prevalence of HPV-driven HNSCC (mostly within oropharynx) was detected, with HPV16 type the most frequent, followed by HPV35 and HPV18. The presence of active HPV infection improved survival of both oropharyngeal and non-oropharyngeal cancer patients and should be taken into account in treatment planning.
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Affiliation(s)
- Anna Janecka-Widła
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland.
| | - Anna Mucha-Małecka
- Department of Radiotherapy, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland
| | - Kaja Majchrzyk
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland
| | - Krzysztof Halaszka
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland
| | - Marcin Przewoźnik
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland
| | - Dorota Słonina
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland.,Center for Translational Research and Molecular Biology of Cancer, Maria Sklodowska-Curie Institute - Oncology Center, Gliwice Branch, Gliwice, Poland
| | - Beata Biesaga
- Department of Tumour Pathology, Maria Sklodowska-Curie Institute - Oncology Center, Cracow Branch, Cracow, Poland.,Center for Translational Research and Molecular Biology of Cancer, Maria Sklodowska-Curie Institute - Oncology Center, Gliwice Branch, Gliwice, Poland
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80
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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: 18] [Impact Index Per Article: 4.5] [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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81
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Manzar GS, Lester SC, Routman DM, Harmsen WS, Petersen MM, Sloan JA, Mundy DW, Hunzeker AE, Amundson AC, Anderson JL, Patel SH, Garces YI, Halyard MY, McGee LA, Neben-Wittich MA, Ma DJ, Frank SJ, Whitaker TJ, Foote RL. Comparative analysis of acute toxicities and patient reported outcomes between intensity-modulated proton therapy (IMPT) and volumetric modulated arc therapy (VMAT) for the treatment of oropharyngeal cancer. Radiother Oncol 2020; 147:64-74. [PMID: 32234612 DOI: 10.1016/j.radonc.2020.03.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 02/12/2020] [Accepted: 03/06/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND AND PURPOSE IMPT improves normal tissue sparing compared to VMAT in treating oropharyngeal cancer (OPC). Our aim was to assess if this translates into clinical benefits. MATERIALS AND METHODS OPC patients treated with definitive or adjuvant IMPT or VMAT from 2013 to 2018 were included. All underwent prospective assessment using patient-reported-outcomes (PROs) (EORTC-QLQ-H&N35) and provider-assessed toxicities (CTCAEv4.03). End-of-treatment and pretreatment scores were compared. PEG-tube use, hospitalization, and narcotic use were retrospectively collected. Statistical analysis used the Wilcoxon Rank-Sum Test with propensity matching for PROs/provider-assessed toxicities, and t-tests for other clinical outcomes. RESULTS 46 IMPT and 259 VMAT patients were included; median follow-up was 12 months (IMPT) and 30 months (VMAT). Baseline characteristics were balanced except for age (p = 0.04, IMPT were older) and smoking (p < 0.01, 10.9% IMPT >20PYs, 29.3% VMAT). IMPT was associated with lower PEG placement (OR = 0.27; 95% CI: 0.12-0.59; p = 0.001) and less hospitalization ≤60 days post-RT (OR = 0.21; 95% CI:0.07-0.6, p < 0.001), with subgroup analysis revealing strongest benefits in patients treated definitively or with concomitant chemoradiotherapy (CRT). IMPT was associated with a relative risk reduction of 22.3% for end-of-treatment narcotic use. Patients reported reduced cough and dysgeusia with IMPT (p < 0.05); patients treated definitively or with CRT also reported feeling less ill, reduced feeding tube use, and better swallow. Provider-assessed toxicities demonstrated less pain and mucositis with IMPT, but more mucosal infection. CONCLUSION IMPT is associated with improved PROs, reduced PEG-tube placement, hospitalization, and narcotic requirements. Mucositis, dysphagia, and pain were decreased with IMPT. Benefits were predominantly seen in patients treated definitively or with CRT.
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Affiliation(s)
- Gohar S Manzar
- Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, USA
| | - Scott C Lester
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA
| | - William S Harmsen
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, USA
| | - Molly M Petersen
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, USA
| | - Jeff A Sloan
- Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, USA
| | - Daniel W Mundy
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA
| | | | - Adam C Amundson
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA
| | | | - Samir H Patel
- Department of Radiation Oncology, Mayo Clinic, Phoenix, USA
| | | | | | - Lisa A McGee
- Department of Radiation Oncology, Mayo Clinic, Phoenix, USA
| | | | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA
| | - Steven J Frank
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | | | - Robert L Foote
- Department of Radiation Oncology, Mayo Clinic, Rochester, USA.
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82
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Bonomo P, Livi L. De-intensification for HPV positive oropharyngeal cancer: and yet it moves!: 2019 in review. Clin Transl Radiat Oncol 2020; 22:40-43. [PMID: 32195379 PMCID: PMC7078121 DOI: 10.1016/j.ctro.2020.03.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 03/03/2020] [Accepted: 03/05/2020] [Indexed: 12/11/2022] Open
Abstract
De-intensification for HPV positive oropharyngeal cancer is a major research topic. Results of pivotal randomized trials on de-intensification were published in 2019. Progress in knowledge was achieved through NRG 1016, De-ESCALaTE and ORATOR trials.
In the last decade, the recognition of the strongly positive prognostic impact of human papilloma virus (HPV) infection on the natural history of squamous cell carcinoma of the oropharynx has reshaped the historical monolithic view of a “one-size-fits-all approach” for head and neck cancer. Unlike their HPV negative counterparts, patients affected by HPV positive oropharyngeal cancer are usually in their prime with a low burden of comorbidities: most importantly, they are less likely to die for their disease, for second primary tumors or for intercurrent mortality. On these grounds, the scientific community was confronted with a pragmatic question: can the morbidity induced by standard concurrent chemo-radiotherapy be reduced without compromising efficacy? Worldwide, several prospective studies were launched, with the common aim to look for alternative treatment paradigms in the frame of de-intensification. This mini-review focuses on three new important trials published in 2019 and discusses their potential implications for clinical practice in the management of patients with HPV positive oropharyngeal cancer.
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Affiliation(s)
- Pierluigi Bonomo
- Corresponding author at: Radiation Oncology, Azienda Ospedaliero – Universitaria Careggi, University of Florence, largo Brambilla 3, 50134 Florence, Italy. Tel.: +39 055 7947261; fax: +39 055 7947363.
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83
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Kurokawa T, Nakagawa T, Matsusaka K, Fukuyo M, Mima M, Misawa K, Rahmutulla B, Ikeda JI, Hanazawa T, Okamoto Y, Kaneda A. Establishment of epigenetic markers to predict irradiation efficacy against oropharyngeal cancer. Cancer Sci 2020; 111:1407-1416. [PMID: 32012407 PMCID: PMC7156782 DOI: 10.1111/cas.14338] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 01/11/2020] [Accepted: 01/14/2020] [Indexed: 12/23/2022] Open
Abstract
Irradiation, or chemoradiotherapy, is a curative treatment for oropharyngeal squamous cell carcinoma (OPSCC). Its invasiveness, however, can often negate its efficacy. Therefore, developing methods to predict which patients would benefit from irradiation is urgent. Promoter DNA hypermethylation was recently reported to correlate with favorable OPSCC prognosis. It is still unclear, however, whether there is an association between promoter DNA methylation and response to irradiation. In this study, we analyzed DNA methylation in the specimens from 40 OPSCC patients who had undergone irradiation, using the Infinium assay. Our results showed significant correlation between high levels of promoter DNA methylation and better response to treatment (P < 0.01). We used the 10 most differentially-methylated genes between responders and non-responders to develop a panel of predictive markers for efficacy. Our panel had high sensitivity, specificity and accuracy (92%, 93% and 93%, respectively). We conducted pyrosequencing to quantitatively validate the methylation levels of 8 of the 10 marker genes (ROBO1, ULK4P3, MYOD1, LBX1, CACNA1A, IRX4, DPYSL3 and ELAVL2) obtained by Infinium. The validation by pyrosequencing showed that these 8 genes had a high prediction performance for the training set of 40 specimens and for a validation set of 35 OPSCC specimens, showing 96% sensitivity, 89% specificity and 94% accuracy. Methylation of these markers correlated significantly with better progression-free and overall survival rates, regardless of human papillomavirus status. These results indicate that increased DNA methylation is associated with better responses to irradiation therapy and that DNA methylation can help establish efficacy prediction markers in OPSCC.
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Affiliation(s)
- Tomoya Kurokawa
- Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takuya Nakagawa
- Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Keisuke Matsusaka
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Pathology, Chiba University Hospital, Chiba, Japan
| | - Masaki Fukuyo
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Masato Mima
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Otolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Chiba, Japan
| | - Kiyoshi Misawa
- Department of Otolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Chiba, Japan
| | - Bahityar Rahmutulla
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Jun-Ichiro Ikeda
- Department of Pathology, Chiba University Hospital, Chiba, Japan
| | - Toyoyuki Hanazawa
- Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Yoshitaka Okamoto
- Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan.,Japan Organization of Occupational Health and Safety Chiba Rosai Hospital, Chiba, Japan
| | - Atsushi Kaneda
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
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84
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Virk JS, Ingle M, Podesta CM, Gujral DM, Awad Z. Survival outcomes for head and neck cancer patients with N3 cervical nodal metastases. Clin Otolaryngol 2020; 45:342-349. [PMID: 31869000 DOI: 10.1111/coa.13501] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 11/14/2019] [Accepted: 12/12/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Management of metastatic N3 nodal disease from primary head and neck squamous cell carcinoma (HNSCC) is controversial. Recently, there has been a move to observation of the neck for those who achieve complete response (CR) after chemoradiotherapy (CRT). We sought to determine survival outcomes for N3 nodal disease, particularly for patients with human papilloma virus (HPV)-positive HNSCC. METHODS We carried out a systematic search of MEDLINE and Embase for articles between 01/2008 and 12/2017. Articles on N3 nodal disease in HNSCC patients treated with CRT or surgery + adjuvant RT/CRT were included if they reported on oropharyngeal or HPV+ subgroups. Local control (LC), nodal control (NC), distant metastasis-free survival (DMFS), disease-free survival (DFS) or overall survival (OS) was assessed. RESULTS Nine studies met the inclusion criteria. Eight of these studies (N = 5304) allowed further comparison: 4 were on CRT, 2 on surgery + RT/CRT and 2 on both. Four of these eight studies and the remaining included study reported on residual nodal disease on histology after neck dissection (ND) following CRT. Patients treated with CRT achieved LC rates of 77%-94% at 2-3 years; those who had a CR had LC of >90%. Better NC was noted in patients who achieved a CR. Three-year OS was better for HPV+ HNSCC (range, 55.2%-81%). Patients with CR had better survival outcomes (DMFS 77% at 3 years vs 69.8% for HPV+; OS 68.9% at 3 years vs 55.2% for HPV+). Primary surgery demonstrated similar survival for HPV+ vs HPV- and better survival in oropharyngeal cancers. Five-year DFS rates varied from 30% to 87%, and OS from 26.6% to 84%. For patients with non-CR, positive histology rates varied from 27.3% to 100%, with average positive histology rates of 27.3% in HPV+ patients with non-CR vs 60% for HPV- patients with non-CR. CONCLUSION The current literature does not support the de-escalation of treatment with HPV- N3 disease. Observation of HPV+ patients who achieve a CR post-CRT is reasonable but further prospective studies are required given the heterogeneity and risk of bias within these current studies. Planned ND should remain standard of care for non-CR cohort.
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Affiliation(s)
- Jagdeep S Virk
- Head and Neck Unit, Imperial College Healthcare NHS Trust, London, UK.,Department of Otolaryngology, Imperial College Healthcare NHS Trust, London, UK
| | - Manasi Ingle
- Head and Neck Unit, Imperial College Healthcare NHS Trust, London, UK.,Department of Clinical oncology, Imperial College Healthcare NHS Trust, London, UK
| | - Christine M Podesta
- Head and Neck Unit, Imperial College Healthcare NHS Trust, London, UK.,Department of Clinical oncology, Imperial College Healthcare NHS Trust, London, UK
| | - Dorothy M Gujral
- Head and Neck Unit, Imperial College Healthcare NHS Trust, London, UK.,Department of Clinical oncology, Imperial College Healthcare NHS Trust, London, UK.,Department of Surgery and Cancer, Imperial College, London, UK
| | - Zaid Awad
- Head and Neck Unit, Imperial College Healthcare NHS Trust, London, UK.,Department of Otolaryngology, Imperial College Healthcare NHS Trust, London, UK.,Department of Surgery and Cancer, Imperial College, London, UK
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85
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Urbute A, Rasmussen CL, Belmonte F, Obermueller T, Prigge ES, Arbyn M, Verdoodt F, Kjaer SK. Prognostic Significance of HPV DNA and p16 INK4a in Anal Cancer: A Systematic Review and Meta-Analysis. Cancer Epidemiol Biomarkers Prev 2020; 29:703-710. [PMID: 32051192 DOI: 10.1158/1055-9965.epi-19-1259] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 12/16/2019] [Accepted: 01/27/2020] [Indexed: 12/24/2022] Open
Abstract
We conducted a systematic review and meta-analysis of observational studies evaluating survival in patients with anal cancer, according to human papillomavirus (HPV) DNA, p16INK4a, and combined HPV DNA/p16INK4a status. We systematically searched PubMed, EMBASE, and Cochrane Library databases to identify studies published in English until July 25, 2018, directly providing or allowing estimation of survival of patients with anal cancer according to the presence of HPV DNA and/or overexpression of p16INK4a We estimated pooled HRs and 95% confidence intervals (CI) for overall survival (OS) using a random-effects model. We included 16 studies, comprising 1,724 patients with anal cancer tested for HPV DNA (65% positive), and 567 patients tested for p16INK4a (87% positive). The pooled HR for OS was 0.54 (95% CI, 0.33-0.89) for HPV DNA positive versus negative, 0.37 (95% CI, 0.24-0.57) for p16INK4a positive versus negative, and 0.36 (95% CI, 0.22-0.58) for HPV DNA positive/p16INK4a positive versus HPV DNA positive/p16INK4a negative patients with anal cancer. Patients with HPV DNA or p16INK4a positive anal cancer have significantly better OS compared with HPV DNA or p16INK4a negative. This points to the possible value of HPV DNA and/or p16INK4a testing when planning the management and follow-up strategy for patients diagnosed with anal cancer.
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Affiliation(s)
- Aivara Urbute
- Unit of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Federica Belmonte
- Unit of Statistics and Pharmacoepidemiology, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Theresa Obermueller
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Germany, and Clinical Cooperation Unit Applied Tumor Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Elena-Sophie Prigge
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Germany, and Clinical Cooperation Unit Applied Tumor Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marc Arbyn
- Unit of Cancer Epidemiology, Belgian Cancer Centre, Sciensano, Brussels, Belgium
| | - Freija Verdoodt
- Unit of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Susanne K Kjaer
- Unit of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Copenhagen, Denmark. .,Department of Gynecology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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86
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Sabatini ME, Chiocca S. Human papillomavirus as a driver of head and neck cancers. Br J Cancer 2020; 122:306-314. [PMID: 31708575 PMCID: PMC7000688 DOI: 10.1038/s41416-019-0602-7] [Citation(s) in RCA: 156] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 08/28/2019] [Accepted: 09/23/2019] [Indexed: 12/11/2022] Open
Abstract
The human papillomavirus (HPV) family includes more than 170 different types of virus that infect stratified epithelium. High-risk HPV is well established as the primary cause of cervical cancer, but in recent years, a clear role for this virus in other malignancies is also emerging. Indeed, HPV plays a pathogenic role in a subset of head and neck cancers-mostly cancers of the oropharynx-with distinct epidemiological, clinical and molecular characteristics compared with head and neck cancers not caused by HPV. This review summarises our current understanding of HPV in these cancers, specifically detailing HPV infection in head and neck cancers within different racial/ethnic subpopulations, and the differences in various aspects of these diseases between women and men. Finally, we provide an outlook for this disease, in terms of clinical management, and consider the issues of 'diagnostic biomarkers' and targeted therapies.
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Affiliation(s)
- Maria Elisa Sabatini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, IFOM-IEO Campus, Via Adamello 16, 20139, Milan, Italy
| | - Susanna Chiocca
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, IFOM-IEO Campus, Via Adamello 16, 20139, Milan, Italy.
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87
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Kranjc Brezar S, Prevc A, Niksic Zakelj M, Brozic A, Cemazar M, Strojan P, Sersa G. Synergistic effect of cisplatin chemotherapy combined with fractionated radiotherapy regimen in HPV-positive and HPV-negative experimental pharyngeal squamous cell carcinoma. Sci Rep 2020; 10:1563. [PMID: 32005919 PMCID: PMC6994509 DOI: 10.1038/s41598-020-58502-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 01/07/2020] [Indexed: 12/31/2022] Open
Abstract
HPV infection renders oropharyngeal squamous cell carcinomas more radiosensitive, which results in a favorable prognosis for HPV-positive patients treated with radiation alone or with concurrent platinum-based chemotherapy. The degree of radiosensitivity in fractionated regimens has not yet been fully explored; therefore, in this study, the radiosensitivity of HPV-negative tumors (FaDu) was compared to that of HPV-positive tumors (2A3) subjected to concurrent cisplatin chemotherapy and fractionated versus isoeffective single-dose tumor irradiation in immunodeficient mice. HPV-positive tumors were approximately 5 times more radiosensitive than HPV-negative tumors, irrespective of the irradiation regimen. In both tumor models, concurrent cisplatin chemotherapy and the fractionated regimen induced significant tumor radiosensitization, with a 3- to 4-fold increase in the tumor growth delay compared to that of single-dose irradiation. Furthermore, the degree of radiosensitization induced by cisplatin chemotherapy concurrent with the fractionated irradiation regimen was much higher in HPV-positive tumors, where a synergistic antitumor effect was observed. Specifically, after combined therapy, a 26% higher survival rate was observed in mice with HPV-positive tumors than in mice with HPV-negative tumors. These data suggest that HPV-positive tumors are more radiosensitive to fractionated regimen than to single-dose irradiation with concurrent cisplatin chemotherapy acting synergistically to irradiation.
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Affiliation(s)
- Simona Kranjc Brezar
- Department of Experimental Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia
| | - Ajda Prevc
- Department of Experimental Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia
| | - Martina Niksic Zakelj
- Department of Experimental Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia
| | - Andreja Brozic
- Department of Cytology and Pathology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia
| | - Maja Cemazar
- Department of Experimental Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia.,Faculty of Health Sciences, University of Primorska, SI-6310, Izola, Slovenia
| | - Primoz Strojan
- Department of Radiation Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia.
| | - Gregor Sersa
- Department of Experimental Oncology, Institute of Oncology Ljubljana, SI-1000, Ljubljana, Slovenia. .,Faculty of Health Sciences, University of Ljubljana, SI-1000, Ljubljana, Slovenia.
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88
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Outcomes for Elderly Patients Aged 70 to 80 Years or Older with Locally Advanced Oral Cavity Squamous Cell Carcinoma: A Propensity Score-Matched, Nationwide, Oldest Old Patient-Based Cohort Study. Cancers (Basel) 2020; 12:cancers12020258. [PMID: 31973016 PMCID: PMC7072345 DOI: 10.3390/cancers12020258] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 01/11/2020] [Accepted: 01/19/2020] [Indexed: 12/11/2022] Open
Abstract
Purpose: Although clinicians encounter patients aged ≥70 years with locally advanced oral cavity squamous cell carcinoma (LA-OCSCC), no evidence is available to facilitate decision making regarding treatment for this elderly population. Methods: We selected elderly (≥70 years) patients from the Taiwan Cancer Registry database who had received a diagnosis of LA-OCSCC. Propensity score matching was performed. Cox proportional hazards model curves were used to analyze all-cause mortality in patients in different age groups receiving different treatments. Results: The matching process yielded a final cohort of 976 patients in concurrent chemoradiotherapy (CCRT), non-treatment, radiotherapy (RT) alone, and surgery cohorts who were eligible for further analysis. After stratified analysis, the adjusted hazard ratios (aHRs) (95% confidence intervals [CIs]) derived for surgery, RT alone, and non-treatment compared with CCRT were 0.66 (0.52 to 0.83), 1.02 (0.81 to 1.28), and 1.52 (1.21 to 1.91), respectively, in patients aged 70 to 80 years. In the oldest patients (aged >80 years), multivariate analysis indicated that the results of surgery or RT alone were nonsignificant compared with those of CCRT. The aHR (95% CI) derived for the highest mortality was 1.81 (1.11 to 2.40) for non-treatment compared with CCRT. Conclusions: Surgery for elderly patients with LA-OCSCC is associated with a significant survival benefit, but the association is nonsignificant in the oldest elderly patients. No survival differences were observed between RT alone and CCRT in these elderly patients. Non-treatment should not be an option for these patients.
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89
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Kalantari F, Rajaeih S, Daneshvar A, Karbasi Z, Mahdi Salem M. Robotic surgery of head and neck cancers, a narrative review. Eur J Transl Myol 2020. [DOI: 10.4081/ejtm.2020.8727] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Head and neck cancers are the most common cancers in the body. Treatments are determined on the basis of the location and stage of the primary tumor. The goal of treatment is to eliminate the tumor, prevent recurrence or metastasis, and maintain the quality of life. There are several treatments available for the management of head and neck cancers, including surgery, radiation therapy, chemotherapy, new molecular agents, and a combination of them. Transoral robotic technique is a short-time operation using a type of robotic machine in which the patient undergoes anesthesia for a shorter time and the side effects of this operation and the time of hospitalization are less than open surgery. Due to the importance of speed and accuracy in head and neck cancer surgery and the importance of application of robotics in surgery, the present study was designed and implemented to review the application of robotics in the management of head and neck cancers. In this review study, the keywords: application, robotic, surgical, head cancer, transoral robotic surgery (TORS), and neck cancer, were searched in ISI, PubMed, Scopus, Google scholar databases. Related articles written domestically or abroad that have covered areas such as the background of transoral robotic surgery, maintaining organ function and approaches, the advantages and disadvantages of TORS, the affordability of TORS, the combination of TORS with other therapeutic approaches published from 2003 to 2019 were reviewed. The use of robotic surgery for precise operations such as head and neck cancers seems to be essential. More advanced robotic devices are expected to expand the surgery treatment for head and neck cancers as well as the results of using TORS for oncologic optimization and acceptability of results while maintaining organ function and patient's quality of life.
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90
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Szturz P, Vermorken JB. Do not de‐escalate oncology care in oropharyngeal cancer routinely. Head Neck 2020; 42:143-144. [DOI: 10.1002/hed.25960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 08/28/2019] [Indexed: 11/06/2022] Open
Affiliation(s)
- Petr Szturz
- Department of OncologyLausanne University Hospital (CHUV) Lausanne Switzerland
| | - Jan B. Vermorken
- Department of Medical OncologyAntwerp University Hospital Edegem Belgium
- Faculty of Medicine and Health SciencesUniversity of Antwerp Antwerp Belgium
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Jones DA, Mistry P, Dalby M, Fulton-Lieuw T, Kong AH, Dunn J, Mehanna HM, Gray AM. Concurrent cisplatin or cetuximab with radiotherapy for HPV-positive oropharyngeal cancer: Medical resource use, costs, and quality-adjusted survival from the De-ESCALaTE HPV trial. Eur J Cancer 2020; 124:178-185. [PMID: 31794928 PMCID: PMC6947474 DOI: 10.1016/j.ejca.2019.10.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 10/08/2019] [Accepted: 10/28/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND The De-ESCALaTE HPV trial confirmed the dominance of cisplatin over cetuximab for tumour control in patients with human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC). Here, we present the analysis of health-related quality of life (HRQoL), resource use, and health care costs in the trial, as well as complete 2-year survival and recurrence. MATERIALS AND METHODS Resource use and HRQoL data were collected at intervals from the baseline to 24 months post treatment (PT). Health care costs were estimated using UK-based unit costs. Missing data were imputed. Differences in mean EQ-5D-5L utility index and adjusted cumulative quality-adjusted life years (QALYs) were compared using the Wilcoxon signed-rank test and linear regression, respectively. Mean resource usage and costs were compared through two-sample t-tests. RESULTS 334 patients were randomised to cisplatin (n = 166) or cetuximab (n = 168). Two-year overall survival (97·5% vs 90·0%, HR: 3.268 [95% CI 1·451 to 7·359], p = 0·0251) and recurrence rates (6·4% vs 16·0%, HR: 2·67 [1·38 to 5·15]; p = 0·0024) favoured cisplatin. No significant differences in EQ-5D-5L utility scores were detected at any time point. At 24 months PT, mean difference was 0·107 QALYs in favour of cisplatin (95% CI: 0·186 to 0·029, p = 0·007) driven by the mortality difference. Health care costs were similar across all categories except the procurement cost and delivery of the systemic agent, with cetuximab significantly more expensive than cisplatin (£7779 [P < 0.001]). Consequently, total costs at 24 months PT averaged £13517 (SE: £345) per patient for cisplatin and £21064 (SE: £400) for cetuximab (mean difference £7547 [95% CI: £6512 to £8582]). CONCLUSIONS Cisplatin chemoradiotherapy provided more QALYs and was less costly than cetuximab bioradiotherapy, remaining standard of care for nonsurgical treatment of HPV-positive OPSCC.
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Affiliation(s)
- David A Jones
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Pankaj Mistry
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Matthew Dalby
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Tessa Fulton-Lieuw
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Anthony H Kong
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Janet Dunn
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Hisham M Mehanna
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Alastair M Gray
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
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Gunn GB, Mendoza TR, Garden AS, Wang XS, Shi Q, Morrison WH, Frank SJ, Phan J, Fuller CD, Chambers MS, Hanna EY, Lu C, Rosenthal DI, Cleeland CS. Minocycline for symptom reduction during radiation therapy for head and neck cancer: a randomized clinical trial. Support Care Cancer 2020; 28:261-269. [PMID: 31037378 PMCID: PMC7470188 DOI: 10.1007/s00520-019-04791-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 03/29/2019] [Indexed: 02/07/2023]
Abstract
PURPOSE Local/systemic symptoms during cancer therapy may be exacerbated by dysregulated inflammation and its downstream toxic effects. Minocycline can suppress proinflammatory cytokine release; therefore, we investigated its potential to reduce patient-reported symptom severity during radiotherapy (RT) for head and neck cancer (HNC). METHODS Eligible patients for this blinded, placebo-controlled trial were adults with T0-3, N-any, and M0 HNC receiving single-modality RT. Participants were randomized 1:1 to either minocycline (200 mg/day) or placebo during RT. The primary endpoint was the area under the curve (AUC) of 5 prespecified symptoms (pain, fatigue, disturbed sleep, poor appetite, difficulty swallowing/chewing) during RT, assessed with the MD Anderson Symptom Inventory for HNC (MDASI-HN). RESULTS We analyzed data from 20 evaluable patients per arm. Overall, 75% had oropharyngeal cancer and 78% were male. No grade 3+ adverse events potentially related to study medication were observed. Two minocycline patients required a feeding tube during RT vs 5 placebo patients (P = 0.21). The average daily AUC during RT for the 5 MDASI-HN symptoms was 3.1 (SD = 1.0) for minocycline and 3.7 (SD = 1.7) for placebo (P = 0.16); the 0.37 effect size was less than our 0.70 target. AUC comparisons for several individual symptoms and symptom interference favored minocycline but were not statistically significant. The greatest numerical differences occurred for systemic symptoms, larger toward treatment end, and in early post-RT recovery. CONCLUSIONS Minocycline was feasible, well tolerated, and achieved a positive signal toward reducing patient-reported symptom severity during RT for HNC, particularly for systemic symptoms. This justifies additional study and informs future trial design.
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Affiliation(s)
- G Brandon Gunn
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA.
| | - Tito R Mendoza
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Adam S Garden
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Xin Shelley Wang
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Qiuling Shi
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - William H Morrison
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Steven J Frank
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Jack Phan
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Clifton D Fuller
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Mark S Chambers
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ehab Y Hanna
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles Lu
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David I Rosenthal
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 97, Houston, TX, 77030, USA
| | - Charles S Cleeland
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Retropharyngeal Lymph Node Involvement in Oropharyngeal Carcinoma: Impact upon Risk of Distant Metastases and Survival Outcomes. Cancers (Basel) 2019; 12:cancers12010083. [PMID: 31905773 PMCID: PMC7016660 DOI: 10.3390/cancers12010083] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 12/09/2019] [Accepted: 12/23/2019] [Indexed: 12/28/2022] Open
Abstract
The influence of retropharyngeal lymph node (RPLN) involvement on prognosis in oropharyngeal carcinoma remains poorly defined. The aim of this study was to assess the impact of RPLN involvement upon outcomes. A single-centre retrospective analysis of 402 patients with oropharyngeal carcinoma treated nonsurgically between 2010 and 2017 was performed. All had a baseline 2-[fluorine-18]-fluoro-2-deoxy-d-glucose (FDG) PET-CT and contrast-enhanced MRI and/or CT. RPLN status was determined by radiology review of cases with reported abnormal RPLN. Multivariate backwards logistic regression was used to examine impact on outcomes of factors. Abnormal RPLNs were identified in 40/402 (10%) of patients. Median follow up was 42.9 months. RPLN involvement was associated with inferior 3 year outcomes for overall survival (OS) (67.1% vs. 79.1%, p = 0.006) and distant metastases-free survival (DMFS) (73.9% versus 88.0%, p = 0.011), with no significant difference in local control (81.6% vs. 87.7%, p = 0.154) or regional control (80.7% vs. 85.4%, p = 0.252). On multivariate analysis abnormal RPLN, no concurrent chemotherapy and ongoing smoking were associated with inferior DMFS and OS, while advanced T stage was also associated with inferior OS. In summary, RPLN involvement, present in 10% of patients, was an independent prognostic factor for the development of distant disease failure translating into inferior OS. These findings need confirmation in future studies.
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Overexpression of LAPTM4B-35 is a negative prognostic factor in head and neck squamous cell carcinoma. Sci Rep 2019; 9:18866. [PMID: 31827181 PMCID: PMC6906383 DOI: 10.1038/s41598-019-55319-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 11/26/2019] [Indexed: 11/21/2022] Open
Abstract
Overexpression of LAPTM4B-35 (lysosomal-associated transmembrane protein 4β-35) is associated with a poor prognosis in numerous malignant tumours. Expression patterns and effects of LAPTM4B-35 on head and neck squamous cell carcinomas (HNSCC) are unknown. The aim of this study was to investigate the prognostic relevance of LAPTM4B-35 in HNSCC. Tissue microarrays were constructed with primary tumours and associated lymph node metastases isolated from 127 patients. The expression of LAPTM4B-35 was investigated by immunohistochemistry and the results were correlated with survival data. LAPTM4B-35 in the primary tumour was highly expressed in 47.2% of the patients (60/127). LAPTM4B-35 expression was significantly associated with tumour stage. Moreover, overexpression of LAPTM4B-35 correlated with a significantly worse disease-free survival (10.23 years vs. not reached) and a higher recurrence rate (40.7% vs. 25%). High expression of LAPTM4B-35 in lymph node metastasis was found in 29.2% of cases. In 19.4% of cases, high LAPTM4B-35 expression was observed in both the primary tumour and corresponding lymph node metastases. In conclusion, our data indicates that overexpression of LAPTM4B-35 is associated with poor prognosis and may therefore serve as a new prognostic marker in HNSCC.
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95
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Anderson NJ, Jackson JE, Wada M, Schneider M, Poulsen M, Rolfo M, Fahandej M, Gan H, Khoo V. The changing landscape of head and neck cancer radiotherapy patients: is high-risk, prolonged feeding tube use indicative of on-treatment weight loss? J Med Radiat Sci 2019; 66:250-258. [PMID: 31385650 PMCID: PMC6920685 DOI: 10.1002/jmrs.349] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 06/24/2019] [Accepted: 06/29/2019] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Precision radiotherapy relies heavily on optimal weight management. Our group previously developed a risk stratification model for patients at risk of prolonged feeding tube (FT) intervention. The study objective was to assess on-treatment weight loss according to stratified risk of prolonged FT use. METHODS One hundred and one (n = 101) definitive head and neck radiotherapy patients were included in this study. Patients were stratified into high risk (HRi: T-classification ≥ 3 with level 2 Nodal disease), high-intermediate risk (HIRi: T-classification ≥ 3 without level 2 Nodes) and low-intermediate risk (LIRi: T-classification < 3 with level 2 Nodes) of prolonged FT use. Demographic variables and on-treatment weight loss were evaluated according to risk status. RESULTS Oropharyngeal carcinoma (OPC) was present in a larger proportion in the LIRi cohort (HRi: 71%, HIRi: 52%, LIRi: 81%, P = 0.008). LIRi patients were more likely to have human papilloma virus (HPV)-associated disease (88%, P = 0.001). Never/minimal smoking (P = 0.003), good performance status (P < 0.001), healthy BMI (P = 0.050) and no pre-existing dysphagia (P < 0.001) were predominant within the LIRi prognostic group. LIRi patients lost significantly more weight in total (HRi = 4.8% vs. LIRi = 8.2%, P = 0.002; HIRi = 5.2% vs. LIRi = 8.2%, P = 0.006) and when using a FT (HRi = 4.6% vs. LIRi = 8.8%, P < 0.001; HIRi = 5.3% vs. LIRi = 8.8%, P = 0.002). CONCLUSIONS Patients identified as low-intermediate risk of prolonged, ≥25% FT use report significantly increased weight loss compared with patients at higher risk of FT use. This cohort is typical of the increasing number of patients presenting with HPV-associated OPC. Results of this study suggest we should closely observe such patients throughout treatment, to ensure optimal weight maintenance, facilitating precision radiotherapy.
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Affiliation(s)
- Nigel J. Anderson
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
- Department of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Department of Medical Imaging and Radiation SciencesMonash UniversityMonashVictoriaAustralia
| | - James E. Jackson
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
- Department of Medical Imaging and Radiation SciencesMonash UniversityMonashVictoriaAustralia
- School of MedicineGriffith UniversityGold CoastQueenslandAustralia
- Faculty of Health Sciences and MedicineBond UniversityGold CoastQueenslandAustralia
| | - Morikatsu Wada
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
| | - Michal Schneider
- Department of Medical Imaging and Radiation SciencesMonash UniversityMonashVictoriaAustralia
| | - Michael Poulsen
- Radiation Oncology CentresGold Coast University HospitalGold CoastQueenslandAustralia
- Faculty of MedicineThe University of QueenslandHerstonQueenslandAustralia
| | - Maureen Rolfo
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
| | - Maziar Fahandej
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
- Department of Palliative CareSt Vincent’s HospitalFitzroyVictoriaAustralia
| | - Hui Gan
- Department of Medical OncologyAustin Health and Olivia Newton‐John Cancer Research InstituteMelbourneVictoriaAustralia
- School of Cancer MedicineLa Trobe University School of Cancer MedicineMelbourneVictoriaAustralia
- Department of MedicineUniversity of MelbourneMelbourneVictoriaAustralia
| | - Vincent Khoo
- Department of Radiation Oncology, Olivia Newton John Cancer Wellness & Research CentreAustin HealthHeidelbergVictoriaAustralia
- Department of Medical Imaging and Radiation SciencesMonash UniversityMonashVictoriaAustralia
- Department of MedicineUniversity of MelbourneMelbourneVictoriaAustralia
- Department of Clinical OncologyRoyal Marsden NHS Foundation Trust and Institute of Cancer ResearchChelsea, LondonUK
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96
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Wallace NA. Catching HPV in the Homologous Recombination Cookie Jar. Trends Microbiol 2019; 28:191-201. [PMID: 31744663 DOI: 10.1016/j.tim.2019.10.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 10/14/2019] [Accepted: 10/17/2019] [Indexed: 12/27/2022]
Abstract
To replicate, the human papillomaviruses (HPVs) that cause anogenital and oropharyngeal malignancies must simultaneously activate DNA repair pathways and avoid the cell cycle arrest that normally accompanies DNA repair. For years it seemed that HPV oncogenes activated the homologous recombination pathway to facilitate the HPV lifecycle. However, recent developments show that, although homologous recombination gene expression and markers of pathway activation are increased, homologous recombination itself is attenuated. This review provides an overview of the diverse ways that HPV oncogenes manipulate homologous recombination and ideas on how the resulting dysregulation and inhibition offer opportunities for improved therapies and biomarkers.
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97
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Moan JM, Amdal CD, Malinen E, Svestad JG, Bogsrud TV, Dale E. The prognostic role of 18F-fluorodeoxyglucose PET in head and neck cancer depends on HPV status. Radiother Oncol 2019; 140:54-61. [DOI: 10.1016/j.radonc.2019.05.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 05/13/2019] [Accepted: 05/15/2019] [Indexed: 11/25/2022]
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98
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Sanford NN, Hwang WL, Pike LRG, Lam AC, Royce TJ, Mahal BA. Trimodality therapy for HPV-positive oropharyngeal cancer: A population-based study: Trimodality therapy for HPV+ OPC. Oral Oncol 2019; 98:28-34. [PMID: 31536843 PMCID: PMC7358785 DOI: 10.1016/j.oraloncology.2019.09.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 07/02/2019] [Accepted: 09/09/2019] [Indexed: 11/24/2022]
Abstract
BACKGROUND Although HPV status is a well-established prognostic factor in oropharyngeal squamous cell carcinoma (OPSCC), approximately 20% of HPV-positive patients die from their disease. We therefore sought to ascertain whether there is a benefit to trimodality therapy with surgery among patients with locally advanced (LA) disease receiving chemoradiation. METHODS The SEER Head and Neck with HPV Status Database identified adult patients with non-metastatic OPSCC between 2013 and 2014 with known HPV status who received chemoradiation as part of definitive treatment. The primary outcome was cancer-specific mortality (CSM) for locally-advanced (LA) (T3-T4, or N2-N3, per AJCC 7) versus early-stage (ES) (T1-T2 and N0-N1) disease, stratified by HPV status. The secondary outcome was overall survival (OS). RESULTS Among 2974 patients who met study criteria, 671 patients (22.6%) received upfront surgery (trimodality therapy). In the LA setting, there was a significant reduction in CSM with trimodality therapy compared to chemoradiation alone in HPV-positive (Adjusted Hazard Ratio [AHR] 0.19, 95% Confidence Interval [CI] 0.04-0.80; P = 0.024), but not HPV-negative disease [Pinteraction = 0.04]. There was no benefit to trimodality therapy for ES disease, regardless of HPV status. There was also an improvement in OS with trimodality therapy for HPV-positive LA patients (AHR = 0.28, p = 0.006, 95% CI = 0.11-0.70). In contrast, trimodality therapy was not associated with improved OS for HPV-negative patients regardless of stage. CONCLUSIONS HPV status may predict for improved outcomes with surgery/trimodality therapy in LA OPSCC. Our findings support prospective investigations to optimize care for the subset of HPV-positive patients who are at greatest risk of cancer death, where trimodality therapy may be appropriate.
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Affiliation(s)
- Nina N Sanford
- Department of Radiation Oncology, University of Texas Southwestern, Dallas, TX, United States.
| | - William L Hwang
- Harvard Radiation Oncology Program, Massachusetts General Hospital, Boston, MA, United States
| | - Luke R G Pike
- Harvard Radiation Oncology Program, Massachusetts General Hospital, Boston, MA, United States
| | - Allen C Lam
- Department of Otolaryngology, Harvard Medical School, Boston, MA, United States; Department of Otolaryngology, Massachusetts Eye and Ear, Boston, MA, United States
| | - Trevor J Royce
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, NC, United States
| | - Brandon A Mahal
- Harvard Radiation Oncology Program, Massachusetts General Hospital, Boston, MA, United States
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99
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Stelmes JJ, Gregoire V, Poorten VV, Golusiñski W, Szewczyk M, Jones T, Ansarin M, Broglie MA, Giger R, Klussmann JP, Evans M, Bourhis J, Leemans CR, Spriano G, Dietz A, Hunter K, Zimmermann F, Tinhofer I, Patterson JM, Quaglini S, Govaerts AS, Fortpied C, Simon C. Organ Preservation and Late Functional Outcome in Oropharyngeal Carcinoma: Rationale of EORTC 1420, the "Best of" Trial. Front Oncol 2019; 9:999. [PMID: 31696052 PMCID: PMC6817682 DOI: 10.3389/fonc.2019.00999] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 09/17/2019] [Indexed: 01/25/2023] Open
Abstract
Dysphagia represents one of the most serious adverse events after curative-intent treatments with a tremendous impact on quality of life in patients with head and neck cancers. Novel surgical and radiation therapy techniques have been developed to better preserve swallowing function, while not negatively influencing local control and/or overall survival. This review focuses on the current literature of swallowing outcomes after curative treatment strategies. Available results from recent studies relevant to this topic are presented, demonstrating the potential role of new treatment modalities for early- and intermediate-stage oropharyngeal cancers. Based on this, we present the rationale and design of the currently active EORTC 1420 "Best of" trial, and highlight the potential of this study to help prioritizing either surgery- or radiation-based treatment modalities for the treatment of oropharyngeal cancer in the future.
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Affiliation(s)
- Jean-Jacques Stelmes
- Department of Radiation Oncology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Vincent Gregoire
- Department of Radiation Oncology, Centre Léon Bérard, Lyon, France
| | | | - Wojciech Golusiñski
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Poznań, Poland
| | - Mateusz Szewczyk
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Poznań, Poland
| | - Terry Jones
- Liverpool Head and Neck Centre, University of Liverpool, Liverpool, United Kingdom
| | - Mohssen Ansarin
- Division of Otolaryngology Head and Neck Surgery, European Institute of Oncology, Milan, Italy
| | - Martina A Broglie
- Department of Otolaryngology-Head and Neck Surgery, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Roland Giger
- Department of Oto-Rhino-Laryngology, Head and Neck Surgery, Bern University Hospital and University of Bern, Inselspital, Bern, Switzerland
| | - Jens Peter Klussmann
- Department of Otolaryngology-Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany
| | - Mererid Evans
- Velindre University NHS Trust, Wales, United Kingdom
| | - Jean Bourhis
- Department of Radiation Oncology, CHUV, Lausanne, Switzerland
| | - C René Leemans
- Department of Otolaryngology-Head and Neck Surgery, Cancer Center Amsterdam, Amsterdam University Medical Centres, VU University, Amsterdam, Netherlands
| | - Giuseppe Spriano
- Department of Otolaryngology Head and Neck Surgery, Humanitas University Milan, Rozzano, Italy
| | - Andreas Dietz
- Department of Otolaryngology, Head and Neck Surgery, University Leipzig, Leipzig, Germany
| | - Keith Hunter
- Academic Unit of Oral Medicine, Pathology and Surgery, School of Clinical Dentistry, University of Sheffield, Sheffield, United Kingdom
| | - Frank Zimmermann
- Department of Radiation Oncology, University of Basel, Basel, Switzerland
| | - Ingeborg Tinhofer
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Department of Radiooncology and Radiotherapy, Berlin, Germany
| | - Joanne M Patterson
- Institute for Health and Society, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Silvana Quaglini
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy
| | | | | | - Christian Simon
- Service d'Oto-Rhino-Laryngologie - Chirurgie Cervico-Faciale, Centre Hospitalier Universitaire Vaudois (CHUV), Université de Lausanne (UNIL), Lausanne, Switzerland
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Deist TM, Patti A, Wang Z, Krane D, Sorenson T, Craft D. Simulation-assisted machine learning. Bioinformatics 2019; 35:4072-4080. [PMID: 30903692 PMCID: PMC6792064 DOI: 10.1093/bioinformatics/btz199] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 11/15/2018] [Accepted: 03/21/2019] [Indexed: 01/02/2023] Open
Abstract
MOTIVATION In a predictive modeling setting, if sufficient details of the system behavior are known, one can build and use a simulation for making predictions. When sufficient system details are not known, one typically turns to machine learning, which builds a black-box model of the system using a large dataset of input sample features and outputs. We consider a setting which is between these two extremes: some details of the system mechanics are known but not enough for creating simulations that can be used to make high quality predictions. In this context we propose using approximate simulations to build a kernel for use in kernelized machine learning methods, such as support vector machines. The results of multiple simulations (under various uncertainty scenarios) are used to compute similarity measures between every pair of samples: sample pairs are given a high similarity score if they behave similarly under a wide range of simulation parameters. These similarity values, rather than the original high dimensional feature data, are used to build the kernel. RESULTS We demonstrate and explore the simulation-based kernel (SimKern) concept using four synthetic complex systems-three biologically inspired models and one network flow optimization model. We show that, when the number of training samples is small compared to the number of features, the SimKern approach dominates over no-prior-knowledge methods. This approach should be applicable in all disciplines where predictive models are sought and informative yet approximate simulations are available. AVAILABILITY AND IMPLEMENTATION The Python SimKern software, the demonstration models (in MATLAB, R), and the datasets are available at https://github.com/davidcraft/SimKern. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Timo M Deist
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- The D-Lab: Decision Support for Precision Medicine, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht ER, The Netherlands
| | - Andrew Patti
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Zhaoqi Wang
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - David Krane
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Taylor Sorenson
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - David Craft
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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