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Nikitina A, Kiriy D, Tyshevich A, Tychinin D, Antysheva Z, Sobol A, Kushnarev V, Shin N, Brown JH, Lewis J, Lang Kuhs KA, Ferris R, Wirth L, Kotlov N, Faden DL. Viral Transcript and Tumor Immune Microenvironment-Based Transcriptomic Profiling of HPV-Associated Head and Neck Squamous Cell Carcinoma Identifies Subtypes Associated with Prognosis. Viruses 2024; 17:4. [PMID: 39861794 PMCID: PMC11769425 DOI: 10.3390/v17010004] [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: 10/10/2024] [Revised: 11/30/2024] [Accepted: 12/17/2024] [Indexed: 01/27/2025] Open
Abstract
Human papillomavirus (HPV)-associated head and neck squamous cell carcinoma (HPV-positive HNSCC) has distinct biological characteristics from HPV-negative HNSCC. Using an AI-based analytical platform on meta cohorts, we profiled expression patterns of viral transcripts and HPV viral genome integration, and classified the tumor microenvironment (TME). Unsupervised clustering analysis revealed five distinct and novel TME subtypes across patients (immune-enriched, highly immune and B-cell enriched, fibrotic, immune-desert, and immune-enriched luminal). These TME subtypes were highly correlated with patient prognosis. In order to understand specific factors associated with prognosis, we used the unsupervised clustering of an HPV-positive HNSCC cohort from The Cancer Genome Atlas (TCGA) (n = 53) based on HPV transcript expression, and identified four HPV-related subtypes (E2/E5, E6/E7, E1/E4 and L1/L2). Utilizing both viral transcript and TME subtypes, we found that the E2/E5 HPV subtype was associated with an immune-enriched TME and had a higher overall survival rate compared to other subtypes. The E2/E5 subtype was also enriched for samples without HPV-genome integration, suggesting that the episomal HPV status and E2/E5 expression pattern may be associated with an inflamed microenvironment and improved prognosis. In contrast, E6/E7 subtype samples were associated with the fibrotic and immune-desert TME subtypes, with lower values of T-cell and B-cell gene expression signatures and lower overall survival. Both E1/E4 and L1/L2 subtypes were associated with the immune-enriched luminal subtype. Our results suggest that HPV-transcript expression patterns may drive the modulation of the TME, and thereby impact prognosis.
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Affiliation(s)
| | - Daria Kiriy
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Andrey Tyshevich
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Dmitry Tychinin
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Zoya Antysheva
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Anastasya Sobol
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | | | - Nara Shin
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Jessica H. Brown
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - James Lewis
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Krystle A. Lang Kuhs
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA;
- Department of Epidemiology & Environmental Health, College of Public Health, University of Kentucky, Lexington, KY 40536, USA
| | - Robert Ferris
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Lori Wirth
- Department of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA
- Massachusetts General Hospital, Boston, MA 02114, USA
| | - Nikita Kotlov
- BostonGene Corp., Waltham, MA 02453, USA; (A.N.); (V.K.); (N.K.)
| | - Daniel L. Faden
- Department of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA
- Massachusetts General Hospital, Boston, MA 02114, USA
- Massachusetts Eye and Ear, Boston, MA 02114, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
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Muñoz-Bello JO, Romero-Córdoba SL, García-Chávez JN, González-Espinosa C, Langley E, Lizano M. Potential Transcript-Based Biomarkers Predicting Clinical Outcomes of HPV-Positive Head and Neck Squamous Cell Carcinoma Patients. Cells 2024; 13:1107. [PMID: 38994960 PMCID: PMC11240594 DOI: 10.3390/cells13131107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 06/21/2024] [Accepted: 06/25/2024] [Indexed: 07/13/2024] Open
Abstract
Human papillomavirus (HPV)-positive Head and Neck Squamous Cell Carcinomas (HNSCC) comprise a particular cancer entity traditionally associated with better clinical outcomes. Around 25% of HNSCC are HPV positive, HPV16 being the most prevalent type. Nevertheless, close to 30% of the HPV-positive patients have an unfavorable prognosis, revealing that this type of tumor exhibits great heterogeneity leading to different clinical behaviors. Efforts have been made to identify RNA molecules with prognostic value associated with the clinical outcome of patients with HPV-positive HNSCC, with the aim of identifying patients at high risk of metastasis, disease recurrence, and poor survival, who would require closer clinical follow-up and timely intervention. Moreover, the molecular identification of those HPV-positive HNSCC patients with good prognosis will allow the implementation of de-escalating therapeutic strategies, aiming to reduce side effects, resulting in a better quality of life. This review compiles a series of recent studies addressing different methodological and conceptual approaches aimed at searching for potential gene expression-based biomarkers associated with the prognosis of patients with HPV-positive HNSCC.
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Affiliation(s)
- J. Omar Muñoz-Bello
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (J.N.G.-C.); (E.L.)
| | - Sandra L. Romero-Córdoba
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de Mexico, Ciudad Universitaria, Mexico City 04510, Mexico;
- Departamento de Bioquímica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - J. Noé García-Chávez
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (J.N.G.-C.); (E.L.)
- Unidad de Análisis Moleculares Don Vasco, Uruapan 60080, Mexico
| | - Claudia González-Espinosa
- Departamento de Farmacobiología y Centro de Investigación sobre el Envejecimiento, Centro de Investigación y de Estudios Avanzados, Unidad Sede Sur, Mexico City 14330, Mexico;
| | - Elizabeth Langley
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (J.N.G.-C.); (E.L.)
| | - Marcela Lizano
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (J.N.G.-C.); (E.L.)
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de Mexico, Ciudad Universitaria, Mexico City 04510, Mexico;
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Mandić K, Milutin Gašperov N, Božinović K, Dediol E, Krasić J, Sinčić N, Grce M, Sabol I, Barešić A. Integrative analysis in head and neck cancer reveals distinct role of miRNome and methylome as tumour epigenetic drivers. Sci Rep 2024; 14:9062. [PMID: 38643268 PMCID: PMC11032388 DOI: 10.1038/s41598-024-59312-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/09/2024] [Indexed: 04/22/2024] Open
Abstract
Head and neck cancer is the sixth most common malignancy worldwide, with the relatively low 5-year survival rate, mainly because it is diagnosed at a late stage. Infection with HPV is a well known aetiology, which affects the nature of these cancers and patients' survival. Besides, it is considered that the main driving force for this type of cancer could be epigenetics. In this study we aimed to find potential epigenetic biomarkers, by integrating miRNome, methylome, and transcriptome analyses. From the fresh head and neck cancer tissue samples, we chose a group for miRNome, methylome and transcriptome profiling, in comparison to adequate control samples. Bioinformatics analyses are performed in R v4.2.2. Count normalisation and group differential expression for mRNA and the previously obtained miRNA count data was performed with DESeq2 v1.36. Gene set enrichment analysis was performed and visualised using gProfiler2 v0.2.1 Identification of miRNA targets was performed by querying in miRTarBase using multiMiR v1.18.0. Annotation of CpG sites merging into islands was obtained from RnBeads.hg19 v1.28.0. package. For the integrative analysis we performed kmeans clustering using stats v4.2.2 package, using 8-12 clusters and nstart 100. We found that transcriptome analysis divides samples into cancers and controls clusters, with no relation to HPV status or cancer anatomical location. Differentially expressed genes (n = 2781) were predominantly associated with signalling pathways of tumour progression. We identified a cluster of genes under the control of the transcription factor E2F that are significantly underexpressed in cancer tissue, as well as T cell immunity genes and genes related to regulation of transcription. Among overexpressed genes in tumours we found those that belong to cell cycle regulation and vasculature. A small number of genes were found significantly differentially expressed in HPV-positive versus HPV-negative tumours (for example NEFH, ZFR2, TAF7L, ZNF541, and TYMS). In this comprehensive study on an overlapping set of samples where the integration of miRNome, methylome and transcriptome analysis were performed for head and neck cancer, we demonstrated that the majority of genes were associated exclusively with miRNome or methylome and, to a lesser extent, under the control of both epigenetic mechanisms.
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Affiliation(s)
- Katarina Mandić
- Division of Electronics, Ruđer Bošković Institute, Zagreb, Croatia
| | | | - Ksenija Božinović
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
| | - Emil Dediol
- Department of Maxillofacial Surgery, Clinical Hospital Dubrava, Zagreb, Croatia
| | - Jure Krasić
- Department of Medical Biology, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Nino Sinčić
- Department of Medical Biology, University of Zagreb School of Medicine, Zagreb, Croatia
- Centre of Excellence in Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia
- Biomedical Research Centre Šalata, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Magdalena Grce
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
| | - Ivan Sabol
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia.
| | - Anja Barešić
- Division of Electronics, Ruđer Bošković Institute, Zagreb, Croatia
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Xu S, Shi C, Zhou R, Han Y, Li N, Qu C, Xia R, Zhang C, Hu Y, Tian Z, Liu S, Wang L, Li J, Zhang Z. Mapping the landscape of HPV integration and characterising virus and host genome interactions in HPV-positive oropharyngeal squamous cell carcinoma. Clin Transl Med 2024; 14:e1556. [PMID: 38279874 PMCID: PMC10819103 DOI: 10.1002/ctm2.1556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 01/03/2024] [Accepted: 01/09/2024] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Human papillomavirus (HPV) integration into the host genome is an important factor in HPV(+)OPSCC carcinogenesis, in conjunction with HPV oncoproteins E6/E7. However, a well-studied investigation about virus-host interaction still needs to be completed. Our objective is to characterise HPV integration to investigate potential mechanisms of tumourigenesis independent of E6/E7 oncoproteins. MATERIALS AND METHODS High-throughput viral integration detection was performed on 109 HPV(+)OPSCC tumours with relevant clinicopathological information. Of these tumours, 38 tumours underwent targeted gene sequencing, 29 underwent whole exome sequencing and 26 underwent RNA sequencing. RESULTS HPV integration was detected in 94% of tumours (with a mean integration count of 337). Tumours occurring at the tonsil/oropharyngeal wall that exhibit higher PD-L1 expression demonstrated increased integration sites (p = .024). HPV exhibited a propensity for integration at genomic sites located within specific fragile sites (FRA19A) or genes associated with functional roles such as cell proliferation and differentiation (PTEN, AR), immune evasion (CD274) and glycoprotein biosynthesis process (FUT8). The viral oncogenes E2, E4, E6 and E7 tended to remain intact. HPV fragments displayed enrichment within host copy number variation (CNV) regions. However, insertions into genes related to altered homologous recombination repair were infrequent. Genes with integration had distinct expression levels. Fifty-nine genes whose expression level was affected by viral integration were identified, for example, EPHB1, which was reported to be involved in cellular protein metabolic process. CONCLUSIONS HPV can promote oncogenesis through recurrent integration into functional host genome regions, leading to subsequent genomic aberrations and gene expression disruption. This study characterises viral integrations and virus-host interactions, enhancing our understanding of HPV-related carcinogenesis mechanisms.
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Affiliation(s)
- Shengming Xu
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
| | - Chaoji Shi
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
| | - Rong Zhou
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
| | - Yong Han
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
| | - NianNian Li
- Department of BioinfomaticsSequantaShanghaiChina
| | - Chuxiang Qu
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Ronghui Xia
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Chunye Zhang
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Yuhua Hu
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Zhen Tian
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Shuli Liu
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
| | - Lizhen Wang
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Jiang Li
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
- Department of Oral PathologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of Medicine
ShanghaiChina
| | - Zhiyuan Zhang
- Department of Oral and Maxillofacial‐Head Neck OncologyShanghai Ninth People's HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
- College of StomatologyShanghai Jiao Tong UniversityShanghaiChina
- National Center for StomatologyShanghaiChina
- National Clinical Research Center for Oral DiseasesShanghaiChina
- Shanghai Key Laboratory of Stomatology, Shanghai Research Institute of StomatologyShanghaiChina
- Research Unit of Oral and Maxillofacial Regenerative MedicineChinese Academy of Medical SciencesShanghaiChina
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5
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Mourtada J, Lony C, Nicol A, De Azevedo J, Bour C, Macabre C, Roncarati P, Ledrappier S, Schultz P, Borel C, Burgy M, Wasylyk B, Mellitzer G, Herfs M, Gaiddon C, Jung AC. A novel ΔNp63-dependent immune mechanism improves prognosis of HPV-related head and neck cancer. Front Immunol 2023; 14:1264093. [PMID: 38022675 PMCID: PMC10630910 DOI: 10.3389/fimmu.2023.1264093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 09/29/2023] [Indexed: 12/01/2023] Open
Abstract
Background Deconvoluting the heterogenous prognosis of Human Papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OSCC) is crucial for enhancing patient care, given its rapidly increasing incidence in western countries and the adverse side effects of OSCC treatments. Methods Transcriptomic data from HPV-positive OSCC samples were analyzed using unsupervised hierarchical clustering, and clinical relevance was evaluated using Kaplan-Meier analysis. HPV-positive OSCC cell line models were used in functional analyses and phenotypic assays to assess cell migration and invasion, response to cisplatin, and phagocytosis by macrophages in vitro. Results We found, by transcriptomic analysis of HPV-positive OSCC samples, a ΔNp63 dependent molecular signature that is associated with patient prognosis. ΔNp63 was found to act as a tumor suppressor in HPV-positive OSCC at multiple levels. It inhibits cell migration and invasion, and favors response to chemotherapy. RNA-Seq analysis uncovered an unexpected regulation of genes, such as DKK3, which are involved in immune response-signalling pathways. In agreement with these observations, we found that ΔNp63 expression levels correlate with an enhanced anti-tumor immune environment in OSCC, and ΔNp63 promotes cancer cell phagocytosis by macrophages through a DKK3/NF-κB-dependent pathway. Conclusion Our findings are the first comprehensive identification of molecular mechanisms involved in the heterogeneous prognosis of HPV-positive OSCC, paving the way for much-needed biomarkers and targeted treatment.
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Affiliation(s)
- Jana Mourtada
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Christelle Lony
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Anaïs Nicol
- Laboratoire de Radiobiologie, Institut de cancérologie Strasbourg Europe, Strasbourg, France
| | - Justine De Azevedo
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Cyril Bour
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Christine Macabre
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
- Tumorothèque du Centre Paul Strauss, Centre Paul Strauss, Strasbourg, France
| | - Patrick Roncarati
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Sonia Ledrappier
- Tumorothèque du Centre Paul Strauss, Centre Paul Strauss, Strasbourg, France
| | - Philippe Schultz
- Hôpitaux Universitaires de Strasbourg, Department of Otorhinolaryngology and Head and Neck Surgery, Strasbourg, France
| | - Christian Borel
- Department of Medical Oncology, Institut de cancérologie Strasbourg Europe, Strasbourg, France
| | - Mickaël Burgy
- Department of Medical Oncology, Institut de cancérologie Strasbourg Europe, Strasbourg, France
| | - Bohdan Wasylyk
- Department of Functional Genomics and Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Illkirch-Graffenstaden, France
- Institut National de la Santé et de la Recherche Médicale (INSERM) U 1258, Illkirch-Graffenstaden, France
- Centre Nationale de la Recherche Scientifique (CNRS) UMR 7104, Illkirch-Graffenstaden, France
- Université de Strasbourg, Strasbourg, France
| | - Georg Mellitzer
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Michaël Herfs
- Laboratory of Experimental Pathology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Christian Gaiddon
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
| | - Alain C. Jung
- Laboratoire de Biologie Tumorale, Institut de cancérologie Strasbourg Europe, Strasbourg, France
- Université de Strasbourg-Inserm, UMR_S 1113 IRFAC, Laboratory « Streinth », Strasbourg, France
- Tumorothèque du Centre Paul Strauss, Centre Paul Strauss, Strasbourg, France
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6
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Liu L, Xie Y, Yang H, Lin A, Dong M, Wang H, Zhang C, Liu Z, Cheng Q, Zhang J, Yuan S, Luo P. HPVTIMER: A shiny web application for tumor immune estimation in human papillomavirus-associated cancers. IMETA 2023; 2:e130. [PMID: 38867938 PMCID: PMC10989930 DOI: 10.1002/imt2.130] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 06/14/2024]
Abstract
The tumor immune microenvironment (TIME) is closely associated with tumor formation, particularly linked to the human papillomavirus (HPV), and regulates tumor initiation, proliferation, infiltration, and metastasis. With the rise of immunotherapy, an increasing amount of sample data used for TIME exploration is available in databases. However, no currently available web tool enables a comprehensive exploration of the TIME of HPV-associated cancers by leveraging these data. We have developed a web tool called HPV-associated Tumor Immune MicroEnvironment ExploreR (HPVTIMER), which provides a comprehensive analysis platform that integrates over 10,000 genes and 2290 tumor samples from 65 transcriptome data sets across 8 cancer types sourced from the Gene Expression Omnibus (GEO) database. The tool features four built-in analysis modules, namely, the differential expression analysis module, correlation analysis module, immune infiltration analysis module, and pathway analysis module. These modules enable users to perform systematic and vertical analyses. We used several analytical modules in HPVTIMER to briefly explore the role of CDKN2A in head and neck squamous cell carcinomas. We expect that HPVTIMER will help users explore the immune microenvironment of HPV-associated cancers and uncover potential immune regulatory mechanisms and immunotherapeutic targets. HPVTIMER is available at http://www.hpvtimer.com/.
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Affiliation(s)
- Liying Liu
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
- The First Clinical Medical SchoolSouthern Medical UniversityGuangzhouGuangdongChina
| | - Yanan Xie
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
- The Second Clinical Medicine SchoolSouthern Medical UniversityGuangzhouGuangdongChina
| | - Hong Yang
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
| | - Anqi Lin
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
| | - Minjun Dong
- Department of Surgical OncologySir Run Run Shaw Hospital Affiliated to Zhejiang University, School of MedicineHang ZhouChina
| | - Haitao Wang
- Thoracic Surgery BranchCenter for Cancer Research, National Institutes of HealthBethesdaMarylandUSA
| | - Cangang Zhang
- Department of Pathogenic Microbiology and ImmunologyXi'an Jiaotong UniversityXi'anShaanxiChina
| | - Zaoqu Liu
- Department of Interventional RadiologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Quan Cheng
- Department of NeurosurgeryXiangya Hospital, Central South UniversityChangshaHunanChina
- National Clinical Research Center for Geriatric Disorders, Xiangya HospitalCentral South UniversityHunanChina
| | - Jian Zhang
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
| | - Shuofeng Yuan
- Department of Infectious Disease and MicrobiologyThe University of Hong Kong‐Shenzhen HospitalShenzhenChina
- State Key Laboratory of Emerging Infectious Diseases, Department of MicrobiologySchool of Clinical Medicine, Carol Yu Centre for Infection, Li Ka Shing Faculty of Medicine, The University of Hong KongHong KongChina
| | - Peng Luo
- Department of OncologyZhujiang Hospital, Southern Medical UniversityGuangzhouGuangdongChina
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7
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Chihu-Amparan L, Pedroza-Saavedra A, Gutierrez-Xicotencatl L. The Immune Response Generated against HPV Infection in Men and Its Implications in the Diagnosis of Cancer. Microorganisms 2023; 11:1609. [PMID: 37375112 DOI: 10.3390/microorganisms11061609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/15/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
Human papillomavirus (HPV) infection is associated with precancerous lesions and cancer of the genital tract both in women and men. The high incidence of cervical cancer worldwide focused the research on this infection mainly in women and to a lesser extent in men. In this review, we summarized epidemiological, immunological, and diagnostic data associated with HPV and cancer in men. We presented an overview of the main characteristics of HPV and infection in men that are associated with different types of cancer but also associated with male infertility. Men are considered important vectors of HPV transmission to women; therefore, identifying the sexual and social behavioral risk factors associated with HPV infection in men is critical to understand the etiology of the disease. It is also essential to describe how the immune response develops in men during HPV infection or when vaccinated, since this knowledge could help to control the viral transmission to women, decreasing the incidence of cervical cancer, but also could reduce other HPV-associated cancers among men who have sex with men (MSM). Finally, we summarized the methods used over time to detect and genotype HPV genomes, as well as some diagnostic tests that use cellular and viral biomarkers that were identified in HPV-related cancers.
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Affiliation(s)
- Lilia Chihu-Amparan
- Center of Research for Infection Diseases, National Institute of Public Health, Cuernavaca 62100, Morelos, Mexico
| | - Adolfo Pedroza-Saavedra
- Center of Research for Infection Diseases, National Institute of Public Health, Cuernavaca 62100, Morelos, Mexico
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Salahuddin S, Cohen O, Wu M, Perez Irizarry J, Vega T, Gan G, Deng Y, Isaeva N, Prasad M, Schalper KA, Mehra S, Yarbrough WG, Emu B. Human Immunodeficiency Virus Is Associated With Poor Overall Survival Among Patients With Head and Neck Cancer. Clin Infect Dis 2023; 76:1449-1458. [PMID: 36520995 PMCID: PMC10319962 DOI: 10.1093/cid/ciac924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 11/17/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Head and neck squamous cell cancer (HNSCC) occurs at higher rates among persons with HIV (PWH). This study compares the impact of sociodemographic and clinicopathologic characteristics on outcomes among PWH-HNSCC compared with HNSCC patients without HIV. METHODS Patient data from HNSCC individuals were collected at a single academic hospital center between 2002 and 2018. Forty-eight patients with HIV (HIV-HNSCC) and 2894 HNSCC patients without HIV were included. Multivariate analysis determined predictors of survival using Cox proportional hazards regression model. HIV-positive and -negative tumors were analyzed by quantitative immunofluorescence for expression of CD4, CD8, CD20 and PD-L1. RESULTS HIV-HNSCC patients had a lower median overall survival than HNSCC patients without HIV (34 [18-84] vs 94 [86-103] months; P < .001). In multivariate analysis that included age, sex, race/ethnicity, stage, site, tobacco use, time to treatment initiation, and insurance status, HIV was an independent predictor of poorer survival, with a hazard ratio of 1.98 (95% CI: 1.32-2.97; P < .001). PWH with human papillomavirus (HPV)-positive oropharyngeal tumors also had worse prognosis than HPV-positive oropharyngeal tumors in the population without HIV (P < .001). The tumor microenvironment among HIV-HNSCC patients revealed lower intratumoral CD8 infiltration among HIV+ HPV+ tumors compared with HIV- HPV+ tumors (P = .04). CONCLUSIONS HIV-HNSCC patients had worse prognosis than the non-HIV population, with HIV being an independent predictor of poor clinical outcomes when accounting for important sociodemographic and clinicopathologic factors. Our findings highlight differences in tumor biology that require further detailed characterization in large cohorts and increased inclusion of PWH in immunotherapy trials.
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Affiliation(s)
- Syim Salahuddin
- Department of Internal Medicine, Section of Infectious Diseases, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Oded Cohen
- Department of Otolaryngology, Head and Neck Surgery, Soroka Medical Center, Scarsdale, New York, USA
| | - Margaret Wu
- Department of Pediatrics, Northwestern University, Chicago, Illinois, USA
| | | | - Teresita Vega
- Yale Cancer Center, Yale New Haven Hospital, New Haven, Connecticut, USA
| | - Geliang Gan
- Yale Center for Analytic Sciences, Yale University School of Public Health, New Haven, Connecticut, USA
| | - Yanhong Deng
- Yale Center for Analytic Sciences, Yale University School of Public Health, New Haven, Connecticut, USA
| | - Natalia Isaeva
- Department of Otolaryngology/Head and Neck Surgery and Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Manju Prasad
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Kurt A Schalper
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Saral Mehra
- Department of Surgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Wendell G Yarbrough
- Department of Otolaryngology/Head and Neck Surgery and Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Brinda Emu
- Department of Internal Medicine, Section of Infectious Diseases, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
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9
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Bouzid A, Al Ani M, de la Fuente D, Al Shareef ZM, Quadri A, Hamoudi R, Al-Rawi N. Identification of p53-target genes in human papillomavirus-associated head and neck cancer by integrative bioinformatics analysis. Front Oncol 2023; 13:1128753. [PMID: 37081989 PMCID: PMC10110890 DOI: 10.3389/fonc.2023.1128753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/17/2023] [Indexed: 04/07/2023] Open
Abstract
IntroductionHead and neck cancer (HNC) is a highly prevalent and heterogeneous malignancy. Although extensive efforts have been made to advance its treatment, the prognosis remained poor with increased mortality. Human papillomaviruses (HPV) have been associated with high risk in HNC. TP53, a tumor suppressor, is the most frequently altered gene in HNC, therefore, investigating its target genes for the identification of novel biomarkers or therapeutic targets in HPV-related HNC progression is highly recommended.MethodsTranscriptomic profiles from three independent gene expression omnibus (GEO) datasets, including 44 HPV+ and 70 HPV- HNC patients, were subjected to integrative statistical and Bioinformatics analyses. For the top-selected marker, further in-silico validation in TCGA and GTEx databases and experimental validation in 65 (51 HPV- and 14 HPV+) subjects with histologically confirmed head and neck squamous cell carcinoma (HNSCC) have been performed.ResultsA total of 498 differentially expressed genes (DEGs) were identified including 291 up-regulated genes and 207 down-regulated genes in HPV+ compared to HPV- HNSCC patients. Functional annotations and gene set enrichment analysis (GSEA) showed that the up-regulated genes were significantly involved in p53-related pathways. The integrative analysis between the Hub-genes identified in the complex protein-protein network and the top frequent genes resulting from GSEA showed an intriguing correlation with five biomarkers which are EZH2, MDM2, PCNA, STAT5A and TYMS. Importantly, the MDM2 gene showed the highest gene expression difference between HPV+ and HPV- HNSCC (Average log2FC = 1.89). Further in-silico validation in a large HNSCC cohort from TCGA and GTEx databases confirmed the over-expression of MDM2 in HPV+ compared to HPV- HNSCC patients (p = 2.39E-05). IHC scoring showed that MDM2 protein expression was significantly higher in HPV+ compared to HPV- HNSCC patients (p = 0.031).DiscussionOur findings showed evidence that over-expression of MDM2, proto-oncogene, may affect the occurrence and proliferation of HPV-associated HNSCC by disturbing the p53-target genes and consequently the p53-related pathways.
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Affiliation(s)
- Amal Bouzid
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- *Correspondence: Amal Bouzid, ; Rifat Hamoudi, ; Natheer Al-Rawi,
| | - Muwaffaq Al Ani
- Ear Nose and Throat (ENT) Department, Tawam Hospital, Al-Ain, United Arab Emirates
| | - David de la Fuente
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
| | - Zainab Mohamed Al Shareef
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Asif Quadri
- Department of Anatomic Pathology, National Reference lab, Abu Dhabi, United Arab Emirates
| | - Rifat Hamoudi
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Division of Surgery and Interventional Science, University College London, London, United Kingdom
- *Correspondence: Amal Bouzid, ; Rifat Hamoudi, ; Natheer Al-Rawi,
| | - Natheer Al-Rawi
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates
- *Correspondence: Amal Bouzid, ; Rifat Hamoudi, ; Natheer Al-Rawi,
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Ji Y, Zhao Z, Cheng Y, Bu W, Zhao X, Luo Y, Tang J. Special transcriptome landscape and molecular prognostic signature of non-smoking head and neck cancer patients. Funct Integr Genomics 2023; 23:79. [PMID: 36882550 DOI: 10.1007/s10142-023-01002-6] [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: 01/27/2023] [Revised: 02/22/2023] [Accepted: 02/25/2023] [Indexed: 03/09/2023]
Abstract
As a well-known behavioral risk factor for human health, smoking is involved in carcinogenesis, tumor progression, and therapeutic interventions of head and neck squamous cell carcinoma (HNSCC). The stratification of disease subtypes according to tobacco use is expressively needed for HNSCC precision therapy. High-throughput transcriptome profiling by RNA sequencing (RNA-seq) from The Cancer Genome Atlas (TCGA) was collected and collated for differential expression analysis and pathway enrichment analysis to characterize the molecular landscape for non-smoking HNSCC patients. Molecular prognostic signatures specific to non-smoking HNSCC patients were identified by the least absolute shrinkage and selection operator (LASSO) analysis and were then verified via internal and external validation cohorts. While proceeding to immune cell infiltration and after drug sensitivity analysis was further carried out, a proprietary nomogram was finally developed for their respective clinical applications. In what it relates to the non-smoking cohort, the enrichment analysis pointed to human papillomavirus (HPV) infection and PI3K-Akt signaling pathway, with the prognostic signature consisting of another ten prognostic genes (COL22A1, ADIPOQ, RAG1, GREM1, APBA2, SPINK9, SPP1, ARMC4, C6, and F2RL2). These signatures showed to be independent factors, and the related nomograms were, thus, constructed for their further and respective clinical applications. While the molecular landscapes and proprietary prognostic signature were characterized based on non-smoking HNSCC patients, a clinical nomogram was constructed to provide better HNSCC patient classification and guide treatment for non-smoking HNSCC patients. Nonetheless, there are still significant challenges in the recognition, diagnosis, treatment, and understanding of the potentially efficient mechanisms of HNSCC with no tobacco use.
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Affiliation(s)
- Yaya Ji
- School of Medicine, Nantong University, Nantong, 226001, China
| | - Zixuan Zhao
- Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong, 226019, China
| | - Yulan Cheng
- Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong, 226019, China
| | - Wenxia Bu
- Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong, 226019, China
| | - Xinyuan Zhao
- Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong, 226019, China
| | - Yonghua Luo
- Nantong Fourth People's Hospital, Nantong, 226000, China.
| | - Juan Tang
- Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong, 226019, China.
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11
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DNA Damage Response Mechanisms in Head and Neck Cancer: Significant Implications for Therapy and Survival. Int J Mol Sci 2023; 24:ijms24032760. [PMID: 36769087 PMCID: PMC9917521 DOI: 10.3390/ijms24032760] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/27/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
Head and neck cancer (HNC) is a term collectively used to describe a heterogeneous group of tumors that arise in the oral cavity, larynx, nasopharynx, oropharynx, and hypopharynx, and represents the sixth most common type of malignancy worldwide. Despite advances in multimodality treatment, the disease has a recurrence rate of around 50%, and the prognosis of metastatic patients remains poor. HNCs are characterized by a high degree of genomic instability, which involves a vicious circle of accumulating DNA damage, defective DNA damage repair (DDR), and replication stress. Nonetheless, the damage that is induced on tumor cells by chemo and radiotherapy relies on defective DDR processes for a successful response to treatment, and may play an important role in the development of novel and more effective therapies. This review summarizes the current knowledge on the genes and proteins that appear to be deregulated in DDR pathways, their implication in HNC pathogenesis, and the rationale behind targeting these genes and pathways for the development of new therapies. We give particular emphasis on the therapeutic targets that have shown promising results at the pre-clinical stage and on those that have so far been associated with a therapeutic advantage in the clinical setting.
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12
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Treating Head and Neck Cancer in the Age of Immunotherapy: A 2023 Update. Drugs 2023; 83:217-248. [PMID: 36645621 DOI: 10.1007/s40265-023-01835-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2023] [Indexed: 01/17/2023]
Abstract
Most patients diagnosed with head and neck squamous cell carcinoma (HNSCC) will present with locally advanced disease, requiring multimodality therapy. While this approach has a curative intent, a significant subset of these patients will develop locoregional failure and/or distant metastases. The prognosis of these patients is poor, and therapeutic options other than palliative chemotherapy are urgently needed. Epidermal growth factor receptor (EGFR) overexpression is an important factor in the pathogenesis of HNSCC, and a decade ago, the EGFR targeting monoclonal antibody cetuximab was approved for the treatment of late-stage HNSCC in different settings. In 2016, the anti-programmed death-1 (PD-1) immune checkpoint inhibitors nivolumab and pembrolizumab were both approved for the treatment of patients with recurrent or metastatic HNSCC with disease progression on or after platinum-containing chemotherapy, and in 2019, pembrolizumab was approved for first-line treatment (either as monotherapy in PD-L1 expressing tumors, or in combination with chemotherapy). Currently, trials are ongoing to include immune checkpoint inhibition in the (neo)adjuvant treatment of HNSCC as well as in novel combinations with other drugs in the recurrent/metastatic setting to improve response rates and survival and help overcome resistance mechanisms to immune checkpoint blockade. This article provides a comprehensive review of the management of head and neck cancers in the current era of immunotherapy.
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13
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Integrated radiogenomics analyses allow for subtype classification and improved outcome prognosis of patients with locally advanced HNSCC. Sci Rep 2022; 12:16755. [PMID: 36202941 PMCID: PMC9537286 DOI: 10.1038/s41598-022-21159-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 09/23/2022] [Indexed: 11/17/2022] Open
Abstract
Patients with locally advanced head and neck squamous cell carcinoma (HNSCC) may benefit from personalised treatment, requiring biomarkers that characterize the tumour and predict treatment response. We integrate pre-treatment CT radiomics and whole-transcriptome data from a multicentre retrospective cohort of 206 patients with locally advanced HNSCC treated with primary radiochemotherapy to classify tumour molecular subtypes based on radiomics, develop surrogate radiomics signatures for gene-based signatures related to different biological tumour characteristics and evaluate the potential of combining radiomics features with full-transcriptome data for the prediction of loco-regional control (LRC). Using end-to-end machine-learning, we developed and validated a model to classify tumours of the atypical subtype (AUC [95% confidence interval] 0.69 [0.53–0.83]) based on CT imaging, observed that CT-based radiomics models have limited value as surrogates for six selected gene signatures (AUC < 0.60), and showed that combining a radiomics signature with a transcriptomics signature consisting of two metagenes representing the hedgehog pathway and E2F transcriptional targets improves the prognostic value for LRC compared to both individual sources (validation C-index [95% confidence interval], combined: 0.63 [0.55–0.73] vs radiomics: 0.60 [0.50–0.71] and transcriptomics: 0.59 [0.49–0.69]). These results underline the potential of multi-omics analyses to generate reliable biomarkers for future application in personalized oncology.
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14
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Neoantigens and their clinical applications in human gastrointestinal cancers. World J Surg Oncol 2022; 20:321. [PMID: 36171610 PMCID: PMC9520945 DOI: 10.1186/s12957-022-02776-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 09/16/2022] [Indexed: 12/24/2022] Open
Abstract
Background Tumor-specific neoantigens are ideal targets for cancer immunotherapy. As research findings have proved, neoantigen-specific T cell activity is immunotherapy’s most important determinant. Main text There is sufficient evidence showing the role of neoantigens in clinically successful immunotherapy, providing a justification for targeting. Because of the significance of the pre-existing anti-tumor immune response for the immune checkpoint inhibitor, it is believed that personalized neoantigen-based therapy may be an imperative approach for cancer therapy. Thus, intensive attention is given to strategies targeting neoantigens for the significant impact with other immunotherapies, such as the immune checkpoint inhibitor. Today, several algorithms are designed and optimized based on Next-Generation Sequencing and public databases, including dbPepNeo, TANTIGEN 2.0, Cancer Antigenic Peptide Database, NEPdb, and CEDAR databases for predicting neoantigens in silico that stimulates the development of T cell therapies, cancer vaccine, and other ongoing immunotherapy approaches. Conclusions In this review, we deliberated the current developments in understanding and recognition of the immunogenicity of newly found gastrointestinal neoantigens as well as their functions in immunotherapies and cancer detection. We also described how neoantigens are being developed and how they might be used in the treatment of GI malignancies.
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15
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Gene Expression and DNA Methylation in Human Papillomavirus Positive and Negative Head and Neck Squamous Cell Carcinomas. Int J Mol Sci 2022; 23:ijms231810967. [PMID: 36142875 PMCID: PMC9504918 DOI: 10.3390/ijms231810967] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/12/2022] [Accepted: 09/14/2022] [Indexed: 11/24/2022] Open
Abstract
High-risk human papillomaviruses (HPV) are important agents, responsible for a large percentage of the 745,000 cases of head and neck squamous cell carcinomas (HNSCC), which were identified worldwide in 2020. In addition to being virally induced, tobacco and heavy alcohol consumption are believed to cause DNA damage contributing to the high number of HNSCC cases. Gene expression and DNA methylation differ between HNSCC based on HPV status. We used publicly available gene expression and DNA methylation profiles from the Cancer Genome Atlas and compared HPV positive and HPV negative HNSCC groups. We used differential gene expression analysis, differential methylation analysis, and a combination of these two analyses to identify the differences. Differential expression analysis identified 1854 differentially expressed genes, including PCNA, TNFRSF14, TRAF1, TRAF2, BCL2, and BIRC3. SYCP2 was identified as one of the top deregulated genes in the differential methylation analysis and in the combined differential expression and methylation analyses. Additionally, pathway and ontology analyses identified the extracellular matrix and receptor interaction pathway as the most altered between HPV negative and HPV positive HNSCC groups. Combining gene expression and DNA methylation can help in elucidating the genes involved in HPV positive HNSCC tumorigenesis, such as SYCP2 and TAF7L.
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Murphy RM, Tasoulas J, Porrello A, Carper MB, Tsai YH, Coffey AR, Kumar S, Zeng PYF, Schrank TP, Midkiff BR, Cohen S, Salazar AH, Hayward MC, Hayes DN, Olshan A, Gupta GP, Nichols AC, Yarbrough WG, Pecot CV, Amelio AL. Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer. CANCER RESEARCH COMMUNICATIONS 2022; 2:987-1004. [PMID: 36148399 PMCID: PMC9491693 DOI: 10.1158/2767-9764.crc-21-0135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 04/15/2022] [Accepted: 08/11/2022] [Indexed: 12/24/2022]
Abstract
Over 70% of oropharyngeal head and neck squamous cell carcinoma (HNSC) cases in the United States are positive for human papillomavirus (HPV) yet biomarkers for stratifying oropharyngeal head and neck squamous cell carcinoma (HNSC) patient risk are limited. We used immunogenomics to identify differentially expressed genes in immune cells of HPV(+) and HPV(-) squamous carcinomas. Candidate genes were tested in clinical specimens using both quantitative RT-PCR and IHC and validated by IHC using the Carolina Head and Neck Cancer Study (CHANCE) tissue microarray of HNSC cases. We performed multiplex immunofluorescent staining to confirm expression within the immune cells of HPV(+) tumors, receiver operating characteristic (ROC) curve analyses, and assessed survival outcomes. The neuronal gene Synaptogyrin-3 (SYNGR3) is robustly expressed in immune cells of HPV(+) squamous cancers. Multiplex immunostaining and single cell RNA-seq analyses confirmed SYNGR3 expression in T cells, but also unexpectedly in B cells of HPV(+) tumors. ROC curve analyses revealed that combining SYNGR3 and p16 provides more sensitivity and specificity for HPV detection compared to p16 IHC alone. SYNGR3-high HNSC patients have significantly better prognosis with five-year OS and DSS rates of 60% and 71%, respectively. Moreover, combining p16 localization and SYNGR3 expression can further risk stratify HPV(+) patients such that high cytoplasmic, low nuclear p16 do significantly worse (Hazard Ratio, 8.6; P = 0.032) compared to patients with high cytoplasmic, high nuclear p16. SYNGR3 expression in T and B cells is associated with HPV status and enhanced survival outcomes of HNSC patients.
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Affiliation(s)
- Ryan M. Murphy
- Graduate Curriculum in Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jason Tasoulas
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Alessandro Porrello
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Miranda B. Carper
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Yi-Hsuan Tsai
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Alisha R. Coffey
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sunil Kumar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Technology Development, Naveris Inc., Natick, Massachusetts
| | - Peter YF. Zeng
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - Travis P. Schrank
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Bentley R. Midkiff
- Pathology Services Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Stephanie Cohen
- Pathology Services Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Ashley H. Salazar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michele C. Hayward
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - D. Neil Hayes
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Center for Cancer Research, University of Tennessee Health Sciences, Memphis, Tennessee
| | - Andrew Olshan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Gaorav P. Gupta
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Radiation Oncology, UNC School of Medicine, Chapel Hill, North Carolina
| | - Anthony C. Nichols
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
- Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Wendell G. Yarbrough
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
- Department of Pathology and Lab Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Chad V. Pecot
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Antonio L. Amelio
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Cell Biology and Physiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Cancer Cell Biology Program, Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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17
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Gupta R, Jit BP, Kumar S, Mittan S, Tanwer P, Ray MD, Mathur S, Perumal V, Kumar L, Rath GK, Sharma A. Leveraging epigenetics to enhance the efficacy of cancer-testis antigen: a potential candidate for immunotherapy. Epigenomics 2022; 14:865-886. [DOI: 10.2217/epi-2021-0479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Ovarian cancer is the most lethal gynecological malignancy in women. The phenotype is characterized by delayed diagnosis, recurrence and drug resistance. Inherent immunogenicity potential, oncogenic function and expression of cancer-testis/germline antigen (CTA) in ovarian cancer render them a potential candidate for immunotherapy. Revolutionary clinical findings indicate that tumor antigen-mediated T-cell and dendritic cell-based immunotherapeutic approaches provide an excellent strategy for targeting tumors. Currently, dendritic cell vaccination for the treatment of B-cell lymphoma and CTA-based T-cell receptor transduced T-cell therapy involving MAGE-A4 and NY-ESO-1 are well documented and shown to be effective. This review highlighted the mechanical aspects of epigenetic drugs that can elicit a CTA-based humoral and cellular immune response and implicate T-cell and dendritic cell-based immunotherapeutic approaches.
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Affiliation(s)
- Rashmi Gupta
- Department of Biochemistry, National Cancer Institute – India, Jhajjar Campus, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Bimal Prasad Jit
- Department of Biochemistry, National Cancer Institute – India, Jhajjar Campus, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Santosh Kumar
- Department of Biochemistry, National Cancer Institute – India, Jhajjar Campus, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Sandeep Mittan
- Montefiore Medical Center, Albert Einstein College of Medicine, NY 10467, USA
| | - Pranay Tanwer
- Laboratory Oncology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - M D Ray
- Department of Surgical Oncology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Sandeep Mathur
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Vanamail Perumal
- Department of Obstetrics & Gynecology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Lalit Kumar
- Department of Medical Oncology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - G K Rath
- Department of Radiotherapy, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Ashok Sharma
- Department of Biochemistry, National Cancer Institute – India, Jhajjar Campus, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
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18
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Bard JE, Nowak NJ, Buck MJ, Sinha S. Multimodal Dimension Reduction and Subtype Classification of Head and Neck Squamous Cell Tumors. Front Oncol 2022; 12:892207. [PMID: 35912202 PMCID: PMC9326399 DOI: 10.3389/fonc.2022.892207] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 06/09/2022] [Indexed: 01/18/2023] Open
Abstract
Traditional analysis of genomic data from bulk sequencing experiments seek to group and compare sample cohorts into biologically meaningful groups. To accomplish this task, large scale databases of patient-derived samples, like that of TCGA, have been established, giving the ability to interrogate multiple data modalities per tumor. We have developed a computational strategy employing multimodal integration paired with spectral clustering and modern dimension reduction techniques such as PHATE to provide a more robust method for cancer sub-type classification. Using this integrated approach, we have examined 514 Head and Neck Squamous Carcinoma (HNSC) tumor samples from TCGA across gene-expression, DNA-methylation, and microbiome data modalities. We show that these approaches, primarily developed for single-cell sequencing can be efficiently applied to bulk tumor sequencing data. Our multimodal analysis captures the dynamic heterogeneity, identifies new and refines subtypes of HNSC, and orders tumor samples along well-defined cellular trajectories. Collectively, these results showcase the inherent molecular complexity of tumors and offer insights into carcinogenesis and importance of targeted therapy. Computational techniques as highlighted in our study provide an organic and powerful approach to identify granular patterns in large and noisy datasets that may otherwise be overlooked.
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Affiliation(s)
- Jonathan E. Bard
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States,Genomics and Bioinformatics Core, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States
| | - Norma J. Nowak
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States,Genomics and Bioinformatics Core, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States
| | - Michael J. Buck
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States,Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States,*Correspondence: Michael J. Buck, ; Satrajit Sinha,
| | - Satrajit Sinha
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, United States,*Correspondence: Michael J. Buck, ; Satrajit Sinha,
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19
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Raina VB, Schoot Uiterkamp M, Vader G. Checkpoint control in meiotic prophase: Idiosyncratic demands require unique characteristics. Curr Top Dev Biol 2022; 151:281-315. [PMID: 36681474 DOI: 10.1016/bs.ctdb.2022.04.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Chromosomal transactions such as replication, recombination and segregation are monitored by cell cycle checkpoint cascades. These checkpoints ensure the proper execution of processes that are needed for faithful genome inheritance from one cell to the next, and across generations. In meiotic prophase, a specialized checkpoint monitors defining events of meiosis: programmed DNA break formation, followed by dedicated repair through recombination based on interhomolog (IH) crossovers. This checkpoint shares molecular characteristics with canonical DNA damage checkpoints active during somatic cell cycles. However, idiosyncratic requirements of meiotic prophase have introduced unique features in this signaling cascade. In this review, we discuss the unique features of the meiotic prophase checkpoint. While being related to canonical DNA damage checkpoint cascades, the meiotic prophase checkpoint also shows similarities with the spindle assembly checkpoint (SAC) that guards chromosome segregation. We highlight these emerging similarities in the signaling logic of the checkpoints that govern meiotic prophase and chromosome segregation, and how thinking of these similarities can help us better understand meiotic prophase control. We also discuss work showing that, when aberrantly expressed, components of the meiotic prophase checkpoint might alter DNA repair fidelity and chromosome segregation in cancer cells. Considering checkpoint function in light of demands imposed by the special characteristics of meiotic prophase helps us understand checkpoint integration into the meiotic cell cycle machinery.
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Affiliation(s)
- Vivek B Raina
- Department of Biochemistry and Molecular Biophysics, Columbia University Medical Center, New York City, NY, United States
| | - Maud Schoot Uiterkamp
- Center for Reproductive Medicine, Reproductive Biology Laboratory, Amsterdam Reproduction and Development Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands; Section of Oncogenetics, Department of Human Genetics, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Gerben Vader
- Center for Reproductive Medicine, Reproductive Biology Laboratory, Amsterdam Reproduction and Development Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands; Section of Oncogenetics, Department of Human Genetics, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.
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20
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High Risk-Human Papillomavirus in HNSCC: Present and Future Challenges for Epigenetic Therapies. Int J Mol Sci 2022; 23:ijms23073483. [PMID: 35408843 PMCID: PMC8998945 DOI: 10.3390/ijms23073483] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/16/2022] [Accepted: 03/18/2022] [Indexed: 02/01/2023] Open
Abstract
Head and Neck Squamous Cell Carcinoma (HNSCC) is a highly heterogeneous group of tumors characterized by an incidence of 650,000 new cases and 350,000 deaths per year worldwide and a male to female ratio of 3:1. The main risk factors are alcohol and tobacco consumption and Human Papillomavirus (HPV) infections. HNSCC cases are divided into two subgroups, the HPV-negative (HPV−) and the HPV-positive (HPV+) which have different clinicopathological and molecular profiles. However, patients are still treated with the same therapeutic regimens. It is thus of utmost importance to characterize the molecular mechanisms underlying these differences to find new biomarkers and novel therapeutic targets towards personalized therapies. Epigenetic alterations are a hallmark of cancer and can be exploited as both promising biomarkers and potential new targets. E6 and E7 HPV oncoviral proteins besides targeting p53 and pRb, impair the expression and the activity of several epigenetic regulators. While alterations in DNA methylation patterns have been well described in HPV+ and HPV− HNSCC, accurate histone post-translational modifications (hPTMs) characterization is still missing. Herein, we aim to provide an updated overview on the impact of HPV on the hPTMs landscape in HNSCC. Moreover, we will also discuss the sex and gender bias in HNSCC and how the epigenetic machinery could be involved in this process, and the importance of taking into account sex and/or gender also in this field.
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21
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Garset-Zamani M, Carlander AF, Jakobsen KK, Friborg J, Kiss K, Marvig RL, Olsen C, Nielsen FC, Andersen E, Grønhøj C, von Buchwald C. Impact of specific high-risk human papillomavirus genotypes on survival in oropharyngeal cancer. Int J Cancer 2021; 150:1174-1183. [PMID: 34894151 DOI: 10.1002/ijc.33893] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 11/10/2021] [Accepted: 11/25/2021] [Indexed: 11/10/2022]
Abstract
The increases observed in incidence and survival of oropharyngeal squamous cell carcinoma (OPSCC) have been attributed to human papillomavirus (HPV) infection, but the survival-impact of specific genotypes is poorly understood. We investigated the potential influence of HPV genotypes on survival in HPV-positive (HPV+) OPSCC. All patients with HPV+/p16+ OPSCC and available genotype data within the period 2011 to 2017 in Eastern Denmark were included. Descriptive statistics on clinical and tumor data, as well as overall survival (OS) and recurrence-free survival (RFS) with Cox hazard models and Kaplan-Meier plots were performed. Overall, 769 HPV+/p16+ OPSCC patients were included of which genotype HPV16 accounted for 86% (n = 662). Compared to high-risk non-HPV16 genotypes (HR non-HPV16), HPV16 patients were younger at diagnosis (median years, 60 vs 64), had a higher male to female ratio (3.7:1 vs 2.1:1), and lower performance scores of ≤1 (90%, n = 559, vs 81%, n = 74). Regarding 5-year OS and RFS, no difference was observed between HPV16 and HR non-HPV16 patients. Subgrouping the HR non-HPV16 group into HPV33 (n = 57), HPV35 (n = 26) and "other genotypes" (n = 24) a significantly worse OS in the "other genotypes" group (hazard rate: 2.33, P = .027) was shown. With similar survival results between HPV16 and non-HPV16 genotypes, genotyping in OPSCC is interesting from an epidemiological point of view as well as in vaccination programs, but not a necessary addition in prognostication of HPV+/p16+ OPSCC.
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Affiliation(s)
- Martin Garset-Zamani
- Department of Otorhinolaryngology, Head & Neck Surgery and Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Amanda F Carlander
- Department of Otorhinolaryngology, Head & Neck Surgery and Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Kathrine K Jakobsen
- Department of Otorhinolaryngology, Head & Neck Surgery and Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Jeppe Friborg
- Department of Oncology, Rigshospitalet, Copenhagen, Denmark
| | - Katalin Kiss
- Department of Pathology, Rigshospitalet, Copenhagen, Denmark
| | - Rasmus L Marvig
- Center for Genomics Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Caroline Olsen
- Department of Pathology, Roskilde University Hospital, Roskilde, Denmark
| | - Finn C Nielsen
- Center for Genomics Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Elo Andersen
- Department of Oncology, Herlev Hospital, Copenhagen, Denmark
| | - Christian Grønhøj
- Department of Otorhinolaryngology, Head & Neck Surgery and Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Christian von Buchwald
- Department of Otorhinolaryngology, Head & Neck Surgery and Audiology, Rigshospitalet, Copenhagen, Denmark
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22
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Wu SC, Münger K. Role and Clinical Utility of Cancer/Testis Antigens in Head and Neck Squamous Cell Carcinoma. Cancers (Basel) 2021; 13:cancers13225690. [PMID: 34830845 PMCID: PMC8616139 DOI: 10.3390/cancers13225690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 11/03/2021] [Accepted: 11/11/2021] [Indexed: 12/15/2022] Open
Abstract
Cancer/testis (CT) antigens exhibit selective expression predominantly in immunoprivileged tissues in non-pathological contexts but are aberrantly expressed in diverse cancers. Due to their expression pattern, they have historically been attractive targets for immunotherapies. A growing number of studies implicate CT antigens in almost all hallmarks of cancer, suggesting that they may act as cancer drivers. CT antigens are expressed in head and neck squamous cell carcinomas. However, their role in the pathogenesis of these cancers remains poorly studied. Given that CT antigens hold intriguing potential as therapeutic targets and as biomarkers for prognosis and that they can provide novel insights into oncogenic mechanisms, their further study in the context of head and squamous cell carcinoma is warranted.
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Affiliation(s)
- Sharon Changshan Wu
- Molecular Microbiology Program, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA 02111, USA;
| | - Karl Münger
- Department of Developmental, Molecular, and Chemical Biology, Tufts University School of Medicine, Boston, MA 02111, USA
- Correspondence:
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23
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Prevalence of HPV in Mexican Patients with Head and Neck Squamous Carcinoma and Identification of Potential Prognostic Biomarkers. Cancers (Basel) 2021; 13:cancers13225602. [PMID: 34830760 PMCID: PMC8616077 DOI: 10.3390/cancers13225602] [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: 10/27/2021] [Accepted: 11/03/2021] [Indexed: 12/03/2022] Open
Abstract
Simple Summary Head and neck squamous cell carcinomas (HNSCC) are a heterogeneous group of neoplasms that show diverse clinical and biological characteristics associated with human papillomavirus (HPV). Biological and clinical characterization is essential to stratify patients based on prognostic and predictive factors. The biological features of HNSCC may change according to geography and population characteristics. Studies on the molecular biology of HNSCC in Mexico are scarce. In the present study, we analyzed 414 Mexican patients with HNSCC and determined the presence and genotype of HPV, p16 expression, and global gene expression profiles. Twenty-two percent of total cases were HPV+, and 32% were p16+. We identified genes associated with survival, such as SLIRP, KLF10, AREG, ACT1, and LIMA. In addition, CSF1R, MYC, and SRC genes were identified as potential therapeutic targets. This study offers information that may be relevant for our understanding of the biology of HNSCC and the development of therapeutic strategies. Abstract Head and neck squamous cell carcinomas (HNSCC) show a variety of biological and clinical characteristics that could depend on the association with the human papillomavirus (HPV). Biological and clinical characterization is essential to stratify patients based on prognostic and predictive factors. Reports on HNSCC are scarce in Mexico. Herein, we analyzed 414 Mexican patients with HNSCC, including oropharynx (OPSCC), larynx (LASCC), and oral cavity (OCSCC), and identified HPV DNA and p16 expression. Global gene expression profiles were analyzed in 25 HPV+/p16+ vs. HPV−/p16− cases. We found 32.3% p16+ and 22.3% HPV+ samples, HPV 16, 18, 39, 52, and 31 being the most frequent genotypes. For OPSCC, LASCC and OCSCC, 39.2, 14.7, and 9.6% were HPV+/p16+, respectively. High expression of SLIRP, KLF10, AREG, and LIMA was associated with poor survival; in contrast, high expression of MYB and SYCP2 correlated with better survival. In HPV+ cases, high expression of SLC25A39 and GJB2 was associated with poor survival. Likewise, EGFR, IL-1, IL-6, JAK-STAT, WNT, NOTCH, and ESR1 signaling pathways were downregulated in HPV+ cases. CSF1R, MYC, and SRC genes were identified as key hubs and therapeutic targets. Our study offers information regarding the molecular and clinical characteristics of HNSCC in Mexican patients.
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24
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Cavalieri S, Serafini MS, Carenzo A, Canevari S, Brakenhoff RH, Leemans CR, Nauta IH, Hoebers F, van den Hout MFCM, Scheckenbach K, Hoffmann TK, Ardighieri L, Poli T, Quattrone P, Locati LD, Licitra L, De Cecco L. Clinical Validity of a Prognostic Gene Expression Cluster-Based Model in Human Papillomavirus-Positive Oropharyngeal Carcinoma. JCO Precis Oncol 2021; 5:PO.21.00094. [PMID: 34738049 PMCID: PMC8563075 DOI: 10.1200/po.21.00094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 07/26/2021] [Accepted: 09/20/2021] [Indexed: 12/20/2022] Open
Abstract
Under common therapeutic regimens, the prognosis of human papillomavirus (HPV)–positive squamous oropharyngeal carcinomas (OPCs) is more favorable than HPV-negative OPCs. However, the prognosis of some tumors is dismal, and validated prognostic factors are missing in clinical practice. The present work aimed to validate the prognostic significance of our published three-cluster model and to compare its prognostic value with those of the 8th edition of the tumor-node-metastasis staging system (TNM8) and published signatures and clustering models.
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Affiliation(s)
- Stefano Cavalieri
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Mara S Serafini
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Carenzo
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Ruud H Brakenhoff
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands
| | - C René Leemans
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands
| | - Irene H Nauta
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands
| | - Frank Hoebers
- Department of Radiation Oncology (MAASTRO), Research Institute GROW, Maastricht University, Maastricht, the Netherlands
| | - Mari F C M van den Hout
- Department of Pathology, Research Institute GROW, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Kathrin Scheckenbach
- Department of Otolaryngology, Medical Faculty, Heinrich Heine University Düsseldorf. Düsseldorf, Germany
| | - Thomas K Hoffmann
- Department of Otorhinolaryngology Head and Neck Surgery, Ulm University Medical Center, Ulm, Germany
| | - Laura Ardighieri
- Department of Pathology, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Tito Poli
- Unit of Maxillofacial Surgery, Department of Medicine and Surgery, University of Parma-University Hospital of Parma, Parma, Italy
| | - Pasquale Quattrone
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Laura D Locati
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Lisa Licitra
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Loris De Cecco
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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25
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Wang N, Gu Y, Chi J, Liu X, Xiong Y, Zhong C, Wang F, Wang X, Li L. Screening of DNA Damage Repair Genes Involved in the Prognosis of Triple-Negative Breast Cancer Patients Based on Bioinformatics. Front Genet 2021; 12:721873. [PMID: 34408776 PMCID: PMC8365772 DOI: 10.3389/fgene.2021.721873] [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: 06/07/2021] [Accepted: 07/09/2021] [Indexed: 12/20/2022] Open
Abstract
Background: Triple-negative breast cancer (TNBC) is a special subtype of breast cancer with poor prognosis. DNA damage response (DDR) is one of the hallmarks of this cancer. However, the association of DDR genes with the prognosis of TNBC is still unclear. Methods: We identified differentially expressed genes (DEGs) between normal and TNBC samples from The Cancer Genome Atlas (TCGA). DDR genes were obtained from the Molecular Signatures Database through six DDR gene sets. After the expression of six differential genes were verified by quantitative real-time polymerase chain reaction (qRT-PCR), we then overlapped the DEGs with DDR genes. Based on univariate and LASSO Cox regression analyses, a prognostic model was constructed to predict overall survival (OS). Kaplan–Meier analysis and receiver operating characteristic curve were used to assess the performance of the prognostic model. Cox regression analysis was applied to identify independent prognostic factors in TNBC. The Human Protein Atlas was used to study the immunohistochemical data of six DEGs. The prognostic model was validated using an independent dataset. Gene Ontology and the Kyoto Encyclopedia of Genes and Genomes analysis were performed by using gene set enrichment analysis (GSEA). Single-sample gene set enrichment analysis was employed to estimate immune cells related to this prognostic model. Finally, we constructed a transcriptional factor (TF) network and a competing endogenous RNA regulatory network. Results: Twenty-three differentially expressed DDR genes were detected between TNBC and normal samples. The six-gene prognostic model we developed was shown to be related to OS in TNBC using univariate and LASSO Cox regression analyses. All the six DEGs were identified as significantly up-regulated in the tumor samples compared to the normal samples in qRT-PCR. The GSEA analysis indicated that the genes in the high-risk group were mainly correlated with leukocyte migration, cytokine interaction, oxidative phosphorylation, autoimmune diseases, and coagulation cascade. The mutation data revealed the mutated genes were different. The gene-TF regulatory network showed that Replication Factor C subunit 4 occupied the dominant position. Conclusion: We identified six gene markers related to DDR, which can predict prognosis and serve as an independent biomarker for TNBC patients.
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Affiliation(s)
- Nan Wang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yuanting Gu
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jiangrui Chi
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinwei Liu
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Youyi Xiong
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Chaochao Zhong
- Department of Plastic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Fang Wang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinxing Wang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lin Li
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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26
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Li LY, Yang Q, Jiang YY, Yang W, Jiang Y, Li X, Hazawa M, Zhou B, Huang GW, Xu XE, Gery S, Zhang Y, Ding LW, Ho AS, Zumsteg ZS, Wang MR, Fullwood MJ, Freedland SJ, Meltzer SJ, Xu LY, Li EM, Koeffler HP, Lin DC. Interplay and cooperation between SREBF1 and master transcription factors regulate lipid metabolism and tumor-promoting pathways in squamous cancer. Nat Commun 2021; 12:4362. [PMID: 34272396 PMCID: PMC8285542 DOI: 10.1038/s41467-021-24656-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 06/29/2021] [Indexed: 02/05/2023] Open
Abstract
Squamous cell carcinomas (SCCs) comprise one of the most common histologic types of human cancer. Transcriptional dysregulation of SCC cells is orchestrated by tumor protein p63 (TP63), a master transcription factor (TF) and a well-researched SCC-specific oncogene. In the present study, both Gene Set Enrichment Analysis (GSEA) of SCC patient samples and in vitro loss-of-function assays establish fatty-acid metabolism as a key pathway downstream of TP63. Further studies identify sterol regulatory element binding transcription factor 1 (SREBF1) as a central mediator linking TP63 with fatty-acid metabolism, which regulates the biosynthesis of fatty-acids, sphingolipids (SL), and glycerophospholipids (GPL), as revealed by liquid chromatography tandem mass spectrometry (LC-MS/MS)-based lipidomics. Moreover, a feedback co-regulatory loop consisting of SREBF1/TP63/Kruppel like factor 5 (KLF5) is identified, which promotes overexpression of all three TFs in SCCs. Downstream of SREBF1, a non-canonical, SCC-specific function is elucidated: SREBF1 cooperates with TP63/KLF5 to regulate hundreds of cis-regulatory elements across the SCC epigenome, which converge on activating cancer-promoting pathways. Indeed, SREBF1 is essential for SCC viability and migration, and its overexpression is associated with poor survival in SCC patients. Taken together, these data shed light on mechanisms of transcriptional dysregulation in cancer, identify specific epigenetic regulators of lipid metabolism, and uncover SREBF1 as a potential therapeutic target and prognostic marker in SCC.
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Affiliation(s)
- Li-Yan Li
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou, China.
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Qian Yang
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yan-Yi Jiang
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Wei Yang
- Departments of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yuan Jiang
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Xiang Li
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou, China
| | - Masaharu Hazawa
- Cell-Bionomics Research Unit, Innovative Integrated Bio-Research Core, Institute for Frontier Science Initiative, Kanazawa University, Kanazawa, Japan
| | - Bo Zhou
- Departments of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Guo-Wei Huang
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Xiu-E Xu
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou, China
| | - Sigal Gery
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ying Zhang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Ling-Wen Ding
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Allen S Ho
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Zachary S Zumsteg
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ming-Rong Wang
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Melissa J Fullwood
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Stephen J Freedland
- Division of Urology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA and the Durham VA Medical Center, Durham, NC, USA
| | - Stephen J Meltzer
- Departments of Medicine and Oncology, Johns Hopkins University School of Medicine and Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA
| | - Li-Yan Xu
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou, China.
| | - En-Min Li
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou, China.
| | - H Phillip Koeffler
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - De-Chen Lin
- Department of Medicine, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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Genetic Drivers of Head and Neck Squamous Cell Carcinoma: Aberrant Splicing Events, Mutational Burden, HPV Infection and Future Targets. Genes (Basel) 2021; 12:genes12030422. [PMID: 33804181 PMCID: PMC7998272 DOI: 10.3390/genes12030422] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 02/16/2021] [Accepted: 03/11/2021] [Indexed: 12/15/2022] Open
Abstract
Head and neck cancers include cancers that originate from a variety of locations. These include the mouth, nasal cavity, throat, sinuses, and salivary glands. These cancers are the sixth most diagnosed cancers worldwide. Due to the tissues they arise from, they are collectively named head and neck squamous cell carcinomas (HNSCC). The most important risk factors for head and neck cancers are infection with human papillomavirus (HPV), tobacco use and alcohol consumption. The genetic basis behind the development and progression of HNSCC includes aberrant non-coding RNA levels. However, one of the most important differences between healthy tissue and HNSCC tissue is changes in the alternative splicing of genes that play a vital role in processes that can be described as the hallmarks of cancer. These changes in the expression profile of alternately spliced mRNA give rise to various protein isoforms. These protein isoforms, alternate methylation of proteins, and changes in the transcription of non-coding RNAs (ncRNA) can be used as diagnostic or prognostic markers and as targets for the development of new therapeutic agents. This review aims to describe changes in alternative splicing and ncRNA patterns that contribute to the development and progression of HNSCC. It will also review the use of the changes in gene expression as biomarkers or as the basis for the development of new therapies.
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Tian G, Fu Y, Zhang D, Li J, Zhang Z, Yang X. Identification of four key prognostic genes and three potential drugs in human papillomavirus negative head and neck squamous cell carcinoma. Cancer Cell Int 2021; 21:167. [PMID: 33712015 PMCID: PMC7953640 DOI: 10.1186/s12935-021-01863-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 03/03/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is a common tumor worldwide with poor prognosis. The pathogenesis of human papillomavirus (HPV)-positive and HPV-negative HNSCCs differs. However, few studies have considered the HPV status when identifying biomarkers for HNSCC. Thus, the identification of biomarkers for HPV-positive and HPV-negative HNSCCs is urgently needed. METHODS Three microarray datasets from Gene Expression Omnibus (GEO) were analyzed, and the differentially expressed genes (DEGs) were obtained. Then, functional enrichment pathway analysis was performed and protein-protein interaction (PPI) networks were constructed. The expression of hub genes at both the mRNA and protein level was determined in Oncomine, The Cancer Genome Atlas (TCGA) and the Human Protein Atlas (HPA). In addition, survival analysis of the patient stratified by HPV status and the expression levels of key genes were performed based on TCGA data. The role of AREG, STAG3, CAV1 and C19orf57 in cancer were analyzed through Gene set enrichment analysis (GSEA). The top ten small molecule drugs were identified and the therapeutic value of zonisamide, NVP-AUY922, PP-2 and fostamatinib was further evaluated in six HPV-negative HNSCC cell lines. Finally, the therapeutic value of NVP-AUY922 was tested in vivo based on three HPV-negative HNSCC models, and statistical analysis was performed. RESULTS In total, 47 DEGs were obtained, 11 of which were identified as hub genes. Biological process analysis indicated that the hub genes were associated with the G1/S transition of the mitotic cell cycle. Survival analysis uncovered that the prognostic value of AREG, STAG3, C19orf57 and CAV1 differed between HPV-positive and HPV-negative patients. Gene set enrichment analysis (GSEA) showed the role of AREG, STAG3 and CAV1 in dysregulated pathways of tumor. Ten small molecules were identified as potential drugs specifically for HPV-positive or HPV-negative patients; three-NVP-AUY922, fostamatinib and PP-2-greatly inhibited the proliferation of six HPV-negative HNSCC cell lines in vitro, and NVP-AUY922 inhibited three HPV-negative HNSCC xenografts in vivo. CONCLUSIONS In conclusion, AREG, STAG3, C19orf57 and CAV1 are key prognostic factors and potential therapeutic targets in HPV-negative HNSCC. NVP-AUY922, fostamatinib and PP-2 may be effective drugs for HPV-negative HNSCC.
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Affiliation(s)
- Guocai Tian
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,National Clinical Research Center for Oral Diseases, Shanghai, People's Republic of China.,Shanghai Key Laboratory of Stomatology and Shanghai Research Institute of Stomatology, Shanghai, People's Republic of China.,Research Unit of Oral and Maxillofacial Regenerative Medicine, Chinese Academy of Medical Sciences, Shanghai, People's Republic of China
| | - You Fu
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,National Clinical Research Center for Oral Diseases, Shanghai, People's Republic of China.,Shanghai Key Laboratory of Stomatology and Shanghai Research Institute of Stomatology, Shanghai, People's Republic of China.,Research Unit of Oral and Maxillofacial Regenerative Medicine, Chinese Academy of Medical Sciences, Shanghai, People's Republic of China
| | - Dahe Zhang
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.,National Clinical Research Center for Oral Diseases, Shanghai, People's Republic of China.,Shanghai Key Laboratory of Stomatology and Shanghai Research Institute of Stomatology, Shanghai, People's Republic of China
| | - Jiang Li
- Department of Oral Pathology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Zhiyuan Zhang
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China. .,National Clinical Research Center for Oral Diseases, Shanghai, People's Republic of China. .,Shanghai Key Laboratory of Stomatology and Shanghai Research Institute of Stomatology, Shanghai, People's Republic of China. .,Research Unit of Oral and Maxillofacial Regenerative Medicine, Chinese Academy of Medical Sciences, Shanghai, People's Republic of China.
| | - Xi Yang
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.
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Riva G, Albano C, Gugliesi F, Pasquero S, Pacheco SFC, Pecorari G, Landolfo S, Biolatti M, Dell’Oste V. HPV Meets APOBEC: New Players in Head and Neck Cancer. Int J Mol Sci 2021; 22:1402. [PMID: 33573337 PMCID: PMC7866819 DOI: 10.3390/ijms22031402] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 01/28/2021] [Accepted: 01/28/2021] [Indexed: 12/13/2022] Open
Abstract
Besides smoking and alcohol, human papillomavirus (HPV) is a factor promoting head and neck squamous cell carcinoma (HNSCC). In some human tumors, including HNSCC, a number of mutations are caused by aberrantly activated DNA-modifying enzymes, such as the apolipoprotein B mRNA editing enzyme catalytic polypeptide-like (APOBEC) family of cytidine deaminases. As the enzymatic activity of APOBEC proteins contributes to the innate immune response to viruses, including HPV, the role of APOBEC proteins in HPV-driven head and neck carcinogenesis has recently gained increasing attention. Ongoing research efforts take the cue from two key observations: (1) APOBEC expression depends on HPV infection status in HNSCC; and (2) APOBEC activity plays a major role in HPV-positive HNSCC mutagenesis. This review focuses on recent advances on the role of APOBEC proteins in HPV-positive vs. HPV-negative HNSCC.
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Affiliation(s)
- Giuseppe Riva
- Otorhinolaryngology Division, Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.R.); (G.P.)
| | - Camilla Albano
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Francesca Gugliesi
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Selina Pasquero
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Sergio Fernando Castillo Pacheco
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Giancarlo Pecorari
- Otorhinolaryngology Division, Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.R.); (G.P.)
| | - Santo Landolfo
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Matteo Biolatti
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
| | - Valentina Dell’Oste
- Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.A.); (F.G.); (S.P.); (S.F.C.P.); (S.L.)
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30
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Rong C, Zhou R, Wan S, Su D, Wang SL, Hess J. Ubiquitin Carboxyl-Terminal Hydrolases and Human Malignancies: The Novel Prognostic and Therapeutic Implications for Head and Neck Cancer. Front Oncol 2021; 10:592501. [PMID: 33585209 PMCID: PMC7878561 DOI: 10.3389/fonc.2020.592501] [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: 09/02/2020] [Accepted: 12/07/2020] [Indexed: 12/24/2022] Open
Abstract
Ubiquitin C-terminal hydrolases (UCHs), a subfamily of deubiquitinating enzymes (DUBs), have been found in a variety of tumor entities and play distinct roles in the pathogenesis and development of various cancers including head and neck cancer (HNC). HNC is a heterogeneous disease arising from the mucosal epithelia of the upper aerodigestive tract, including different anatomic sites, distinct histopathologic types, as well as human papillomavirus (HPV)-positive and negative subgroups. Despite advances in multi-disciplinary treatment for HNC, the long-term survival rate of patients with HNC remains low. Emerging evidence has revealed the members of UCHs are associated with the pathogenesis and clinical prognosis of HNC, which highlights the prognostic and therapeutic implications of UCHs for patients with HNC. In this review, we summarize the physiological and pathological functions of the UCHs family, which provides enlightenment of potential mechanisms of UCHs family in HNC pathogenesis and highlights the potential consideration of UCHs as attractive drug targets.
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Affiliation(s)
- Chao Rong
- Department of Pathology, School of Biology & Basic Medical Sciences, Soochow University, Suzhou, China
- Section Experimental and Translational Head and Neck Oncology, Department of Otolaryngology, Head and Neck Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Ran Zhou
- Department of Pharmacy, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Shan Wan
- Department of Pathology, School of Biology & Basic Medical Sciences, Soochow University, Suzhou, China
| | - Dan Su
- Department of Pharmacy, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Shou-Li Wang
- Department of Pathology, School of Biology & Basic Medical Sciences, Soochow University, Suzhou, China
| | - Jochen Hess
- Section Experimental and Translational Head and Neck Oncology, Department of Otolaryngology, Head and Neck Surgery, University Hospital Heidelberg, Heidelberg, Germany
- Research Group Molecular Mechanisms of Head and Neck Tumors, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
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Hosoya N, Miyagawa K. Synaptonemal complex proteins modulate the level of genome integrity in cancers. Cancer Sci 2021; 112:989-996. [PMID: 33382503 PMCID: PMC7935773 DOI: 10.1111/cas.14791] [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: 11/14/2020] [Revised: 12/25/2020] [Accepted: 12/28/2020] [Indexed: 01/09/2023] Open
Abstract
The synaptonemal complex (SC) is a proteinaceous structure that is transiently formed during meiosis to promote homologous recombination between maternal and paternal chromosomes. As this structure is required only for meiotic recombination, the proteins constituting the complex are almost undetectable in normal somatic cells, but they can be expressed under the conditions in which the transcriptional machinery is deregulated. Accumulating evidence indicates that they are epigenetically expressed in cancers of various origin. Not surprisingly, in contrast to their meiotic roles, the somatic roles of the SC proteins remain to be investigated. However, it has recently been reported that SYCP3 and SYCE2 control DNA double‐strand break repair negatively and positively, respectively, suggesting that the ectopic expression of the SC proteins in somatic cells could be associated with the maintenance of genomic instability. Thus, it is highly likely that the investigation of the somatic roles of the SC proteins would improve our understanding of the mechanisms underlying tumor development.
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Affiliation(s)
- Noriko Hosoya
- Laboratory of Molecular Radiology, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kiyoshi Miyagawa
- Laboratory of Molecular Radiology, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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32
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Chen YL, Yen YC, Jang CW, Wang SH, Huang HT, Chen CH, Hsiao JR, Chang JY, Chen YW. Ephrin A4-ephrin receptor A10 signaling promotes cell migration and spheroid formation by upregulating NANOG expression in oral squamous cell carcinoma cells. Sci Rep 2021; 11:644. [PMID: 33436772 PMCID: PMC7804096 DOI: 10.1038/s41598-020-80060-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 12/15/2020] [Indexed: 01/29/2023] Open
Abstract
Ephrin type-A receptor 10 (EPHA10) has been implicated as a potential target for breast and prostate cancer therapy. However, its involvement in oral squamous cell carcinoma (OSCC) remains unclear. We demonstrated that EPHA10 supports in vivo tumor growth and lymphatic metastasis of OSCC cells. OSCC cell migration, epithelial mesenchymal transition (EMT), and sphere formation were found to be regulated by EPHA10, and EPHA10 was found to drive expression of some EMT- and stemness-associated transcription factors. Among EPHA10 ligands, exogenous ephrin A4 (EFNA4) induced the most OSCC cell migration and sphere formation, as well as up-regulation of SNAIL, NANOG, and OCT4. These effects were abolished by extracellular signal-regulated kinase (ERK) inhibition and NANOG knockdown. Also, EPHA10 was required for EFNA4-induced cell migration, sphere formation, and expression of NANOG and OCT4 mRNA. Our microarray dataset revealed that EFNA4 mRNA expression was associated with expression of NANOG and OCT4 mRNA, and OSCC patients showing high co-expression of EFNA4 with NANOG or OCT4 mRNA demonstrated poor recurrence-free survival rates. Targeting forward signaling of the EFNA4-EPHA10 axis may be a promising therapeutic approach for oral malignancies, and the combination of EFNA4 mRNA and downstream gene expression may be a useful prognostic biomarker for OSCC.
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Affiliation(s)
- Yu-Lin Chen
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Yi-Chen Yen
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Chuan-Wei Jang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Ssu-Han Wang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Hsin-Ting Huang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Chung-Hsing Chen
- grid.59784.370000000406229172Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan ,grid.59784.370000000406229172Taiwan Bioinformatics Core, National Health Research Institutes, Miaoli, Taiwan
| | - Jenn-Ren Hsiao
- grid.64523.360000 0004 0532 3255Department of Otolaryngology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jang-Yang Chang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan
| | - Ya-Wen Chen
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 35 Keyan Road, Zhunan Town, Miaoli County, 35053 Taiwan ,grid.254145.30000 0001 0083 6092Ph.D. Program for Aging, Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
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33
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Global Genome Demethylation Causes Transcription-Associated DNA Double Strand Breaks in HPV-Associated Head and Neck Cancer Cells. Cancers (Basel) 2020; 13:cancers13010021. [PMID: 33374558 PMCID: PMC7793113 DOI: 10.3390/cancers13010021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 12/18/2020] [Accepted: 12/21/2020] [Indexed: 02/07/2023] Open
Abstract
High levels of DNA methylation at CpG loci are associated with transcriptional repression of tumor suppressor genes and dysregulation of DNA repair genes. Human papilloma virus (HPV)-associated head and neck squamous cell carcinomas (HNSCC) have high levels of DNA methylation and methylation has been associated with dampening of an innate immune response in virally infected cells. We have been exploring demethylation as a potential treatment in HPV+ HNSCC and recently reported results of a window clinical trial showing that HNSCCs are particularly sensitive to demethylating agent 5-azacytidine (5-aza). Mechanistically, sensitivity is partially due to downregulation of HPV genes expression and restoration of tumor suppressors p53 and Rb. Here, for the first time, we show that 5-azaC treatment of HPV+ HNSCC induces replication and transcription-associated DNA double strand breaks (DSBs) that occur preferentially at demethylated genomic DNA. Blocking replication or transcription prevented formation of DNA DSBs and reduced sensitivity of HPV-positive head and neck cancer cells to 5-azaC, demonstrating that both replication and active transcription are required for formation of DSBs associated with 5-azaC.
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Aggarwal N, Yadav J, Thakur K, Bibban R, Chhokar A, Tripathi T, Bhat A, Singh T, Jadli M, Singh U, Kashyap MK, Bharti AC. Human Papillomavirus Infection in Head and Neck Squamous Cell Carcinomas: Transcriptional Triggers and Changed Disease Patterns. Front Cell Infect Microbiol 2020. [PMID: 33344262 DOI: 10.3389/fcimb.2020.537650,] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a heterogeneous group of cancers. Collectively, HNSCC ranks sixth in incidence rate worldwide. Apart from classical risk factors like tobacco and alcohol, infection of human papillomavirus (HPV) is emerging as a discrete risk factor for HNSCC. HPV-positive HNSCC represent a distinct group of diseases that differ in their clinical presentation. These lesions are well-differentiated, occur at an early age, and have better prognosis. Epidemiological studies have demonstrated a specific increase in the proportions of the HPV-positive HNSCC. HPV-positive and HPV-negative HNSCC lesions display different disease progression and clinical response. For tumorigenic-transformation, HPV essentially requires a permissive cellular environment and host cell factors for induction of viral transcription. As the spectrum of host factors is independent of HPV infection at the time of viral entry, presumably entry of HPV only selects host cells that are permissive to establishment of HPV infection. Growing evidence suggest that HPV plays a more active role in a subset of HNSCC, where they are transcriptionally-active. A variety of factors provide a favorable environment for HPV to become transcriptionally-active. The most notable are the set of transcription factors that have direct binding sites on the viral genome. As HPV does not have its own transcription machinery, it is fully dependent on host transcription factors to complete the life cycle. Here, we review and evaluate the current evidence on level of a subset of host transcription factors that influence viral genome, directly or indirectly, in HNSCC. Since many of these transcription factors can independently promote carcinogenesis, the composition of HPV permissive transcription factors in a tumor can serve as a surrogate marker of a separate molecularly-distinct class of HNSCC lesions including those cases, where HPV could not get a chance to infect but may manifest better prognosis.
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Affiliation(s)
- Nikita Aggarwal
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Joni Yadav
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Kulbhushan Thakur
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Rakhi Bibban
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Arun Chhokar
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Tanya Tripathi
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Anjali Bhat
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Tejveer Singh
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Mohit Jadli
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Ujala Singh
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Manoj K Kashyap
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India.,Amity Medical School, Stem Cell Institute, Amity University Haryana, Amity Education Valley Panchgaon, Gurugram, India
| | - Alok C Bharti
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
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Bockhorst C, Dietrich J, Vogt TJ, Stauber RH, Strieth S, Bootz F, Dietrich D, Vos LD. The DNA methylation landscape of PD-1 ( PDCD1) and adjacent lncRNA AC131097.3 in head and neck squamous cell carcinoma. Epigenomics 2020; 13:113-127. [PMID: 33351665 DOI: 10.2217/epi-2020-0208] [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] [Indexed: 12/14/2022] Open
Abstract
Aims: PD-1 expression is associated with DNA methylation in head and neck squamous cell carcinomas (HNSCCs). We performed methylation analysis at single CpG site resolution in order to understand epigenetic regulation. Materials and methods: CpG methylation analysis of PD-1 and long non-coding RNA (lncRNA) AC131097.3 was performed in n = 528 HNSCCs and n = 50 normal adjacent tissues provided by The Cancer Genome Atlas and in isolated leukocytes. Results: PD-1 mRNA and AC131097.3 lncRNA expression correlated inversely with promoter and positively with gene body CpG methylation. PD-1 and AC131097.3 are co-expressed. Methylation was sequence-contextually associated with human papillomavirus prognosis, mutational load, and immune infiltrates. Conclusions: The significance of PD-1 and AC131097.3 methylation is highly sequence-contextual. AC131097.3 might play a role in HNSCC.
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Affiliation(s)
- Christopher Bockhorst
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Jörn Dietrich
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Timo J Vogt
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Roland H Stauber
- Molecular & Cellular Oncology, ENT/University Hospital of Mainz, 55131 Mainz, Germany
| | - Sebastian Strieth
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Friedrich Bootz
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Dimo Dietrich
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Luka de Vos
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany.,Department of Dermatology & Allergy, University Hospital Bonn, 53127 Bonn, Germany
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36
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He Y, Hu S, Zhong J, Cheng A, Shan N. Identification of significant genes signatures and prognostic biomarkers in cervical squamous carcinoma via bioinformatic data. PeerJ 2020; 8:e10386. [PMID: 33344075 PMCID: PMC7718800 DOI: 10.7717/peerj.10386] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 10/27/2020] [Indexed: 12/26/2022] Open
Abstract
Background Cervical squamous cancer (CESC) is an intractable gynecological malignancy because of its high mortality rate and difficulty in early diagnosis. Several biomarkers have been found to predict the prognose of CESC using bioinformatics methods, but they still lack clinical effectiveness. Most of the existing bioinformatic studies only focus on the changes of oncogenes but neglect the differences on the protein level and molecular biology validation are rarely conducted. Methods Gene set data from the NCBI-GEO database were used in this study to compare the differences of gene and protein levels between normal and cancer tissues through significant pathway selection and core gene signature analysis to screen potential clinical biomarkers of CESC. Subsequently, the molecular and protein levels of clinical samples were verified by quantitative transcription PCR, western blot and immunohistochemistry. Results Three differentially expressed genes (RFC4, MCM2, TOP2A) were found to have a significant survival (P < 0.05) and highly expressed in CESC tissues. Molecular biological verification using quantitative reverse transcribed PCR, western blotting and immunohistochemistry assays exhibited significant differences in the expression of RFC4 between CESC and para-cancerous tissues (P < 0.05). Conclusion This study identified three potential biomarkers (RFC4, MCM2, TOP2A) of CESC which may be useful to clarify the underlying mechanisms of CESC and predict the prognosis of CESC patients.
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Affiliation(s)
- Yunan He
- Department of Gynecology and Obstetrics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shunjie Hu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jiaojiao Zhong
- Department of Dermatology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Anran Cheng
- Department of Gynecology Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, China
| | - Nianchun Shan
- Departmen of Gynecology and Obstetrics, Xiangya Hospital, Central South University, Changsha, Hunan, China
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37
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Buenahora MR, Lafaurie GI, Perdomo SJ. Identification of HPV16-p16 INK4a mediated methylation in oral potentially malignant disorder. Epigenetics 2020; 16:1016-1030. [PMID: 33164635 DOI: 10.1080/15592294.2020.1834923] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
To evaluate the possible involvement of epigenetic modulation by HPV16-p16INK4a in oral potentially malignant disorder (OPMD). We generated DNA-methylation profiles, according to p16INK4a expression and HPV16 genotype (positive or negative), of OPMD samples and p16INK4a-HPV16 negative samples (used as control), using reduced-representation bisulphite sequencing (RRBS-Seq- Illumina) technology. Twelve samples, four for each group, as follows: 1) p16INK4a+ HPV16+; 2) p16INK4a+ HPV16-; 3) p16INK4a- HPV16-, were analysed in triplicate for DNA-methylation profiles. Fifty-four per cent of DMRs were hypermethylated and 46% were hypomethylated. An increase in methylation of loci in OPMD was independent of the presence of HPV. The hypermethylated genes in HPV+ samples were associated with signalling pathways such as NICD traffics to nucleus, signalling by NOTCH1 (p = 0.008), Interferon-gamma (p = 0.008) and Interleukin-6 signalling (p = 0.027). The hypomethylated genes in HPV infection were associated with TRAF3-dependent IRF activation pathway (p = 0.002), RIG-I/MDA5 mediated induction of IFN-alpha/beta pathways (p = 0.005), TRAF6 mediated IRF7 activation (p = 0.009), TRIF-mediated TLR3/TLR4 signalling (p = 0.011) and MyD88-independent cascade release of apoptotic factors (p = 0.011). Protein association analysis of DMRs in OPMD revealed 19 genes involved in the cell cycle regulation, immune system, and focal adhesion. Aberrantly methylated loci in OPMD were observed in p16INK4a positive samples which suggests that a shift in global methylation status may be important for cancer progression. The results suggest that HPV infection in OPMD induces modulation of genes related to the immune system and regulation of the cellular cycle.
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Affiliation(s)
- Maria Rosa Buenahora
- Unit of Oral Clinical Epidemiology, School of Dentistry, El Bosque University, Bogotá, Colombia
| | - Gloria Inés Lafaurie
- Unit of Basic Oral Investigation, School of Dentistry, El Bosque University, Bogotá, Colombia
| | - Sandra J Perdomo
- Cellular and Molecular Immunology Research Group, Universidad El Bosque, Bogotá, Colombia
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Abstract
Head and neck squamous cell carcinoma (HNSCC) associated with high-risk human papilloma virus (HPV) infection is a growing clinical problem. The WEE1 kinase inhibitor AZD1775 (WEE1i) overrides cell cycle checkpoints and is being studied in HNSCC regimens. We show that the HPV16 E6/E7 oncoproteins sensitize HNSCC cells to single-agent WEE1i treatment through activation of a FOXM1-CDK1 circuit that drives mitotic gene expression and DNA damage. An isogenic cell system indicated that E6 largely accounts for these phenotypes in ways that extend beyond p53 inactivation. A targeted genomic analysis implicated FOXM1 signaling downstream of E6/E7 expression and analyses of primary tumors and The Cancer Genome Atlas (TCGA) data revealed an activated FOXM1-directed promitotic transcriptional signature in HPV+ versus HPV- HNSCCs. Finally, we demonstrate the causality of FOXM1 in driving WEE1i sensitivity. These data suggest that elevated basal FOXM1 activity predisposes HPV+ HNSCC to WEE1i-induced toxicity and provide mechanistic insights into WEE1i and HPV+ HNSCC therapies.
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Saba NF, Dinasarapu AR, Magliocca KR, Dwivedi B, Seby S, Qin ZS, Patel M, Griffith CC, Wang X, El-Deiry M, Steuer CE, Kowalski J, Shin DM, Zwick ME, Chen ZG. Signatures of somatic mutations and gene expression from p16INK4A positive head and neck squamous cell carcinomas (HNSCC). PLoS One 2020; 15:e0238497. [PMID: 32986729 PMCID: PMC7521680 DOI: 10.1371/journal.pone.0238497] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 08/18/2020] [Indexed: 12/28/2022] Open
Abstract
Human papilloma virus (HPV) causes a subset of head and neck squamous cell carcinomas (HNSCC) of the oropharynx. We combined targeted DNA- and genome-wide RNA-sequencing to identify genetic variants and gene expression signatures respectively from patients with HNSCC including oropharyngeal squamous cell carcinomas (OPSCC). DNA and RNA were purified from 35- formalin fixed and paraffin embedded (FFPE) HNSCC tumor samples. Immuno-histochemical evaluation of tumors was performed to determine the expression levels of p16INK4A and classified tumor samples either p16+ or p16-. Using ClearSeq Comprehensive Cancer panel, we examined the distribution of somatic mutations. Somatic single-nucleotide variants (SNV) were called using GATK-Mutect2 ("tumor-only" mode) approach. Using RNA-seq, we identified a catalog of 1,044 and 8 genes as significantly expressed between p16+ and p16-, respectively at FDR 0.05 (5%) and 0.1 (10%). The clinicopathological characteristics of the patients including anatomical site, smoking and survival were analyzed when comparing p16+ and p16- tumors. The majority of tumors (65%) were p16+. Population sequence variant databases, including gnomAD, ExAC, COSMIC and dbSNP, were used to identify the mutational landscape of somatic sequence variants within sequenced genes. Hierarchical clustering of The Cancer Genome Atlas (TCGA) samples based on HPV-status was observed using differentially expressed genes. Using RNA-seq in parallel with targeted DNA-seq, we identified mutational and gene expression signatures characteristic of p16+ and p16- HNSCC. Our gene signatures are consistent with previously published data including TCGA and support the need to further explore the biologic relevance of these alterations in HNSCC.
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Affiliation(s)
- Nabil F. Saba
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Ashok R. Dinasarapu
- Department of Human Genetics, Emory University, Atlanta, GA, United States of America
| | - Kelly R. Magliocca
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Bhakti Dwivedi
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Sandra Seby
- Centers for Disease Control (CDC), Atlanta, GA, United States of America
| | - Zhaohui S. Qin
- Department of Biostatistics and Bioinformatics, Emory University Atlanta, Atlanta, GA, United States of America
| | - Mihir Patel
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | | | - Xu Wang
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Mark El-Deiry
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Conor Ernst Steuer
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Jeanne Kowalski
- Department of Oncology, Dell Medical School, Austin, Texas, United States of America
| | - Dong Moon Shin
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
| | - Michael E. Zwick
- Department of Human Genetics, Emory University, Atlanta, GA, United States of America
| | - Zhuo Georgia Chen
- Winship Cancer Institute, Emory University, Atlanta, GA, United States of America
- Department of Hematology and Medical Oncology, Emory University Atlanta, Atlanta, GA, United States of America
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Patel U, Pandey M, Kannan S, Samant TA, Gera P, Mittal N, Rane S, Patil A, Noronha V, Joshi A, Patil VM, Prabhash K, Mahimkar MB. Prognostic and predictive significance of nuclear HIF1α expression in locally advanced HNSCC patients treated with chemoradiation with or without nimotuzumab. Br J Cancer 2020; 123:1757-1766. [PMID: 32939054 PMCID: PMC7722894 DOI: 10.1038/s41416-020-01064-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 08/10/2020] [Accepted: 08/26/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Anti-EGFR-based therapies have limited success in HNSCC patients. Predictive biomarkers are greatly needed to identify the patients likely to be benefited from these targeted therapies. Here, we present the prognostic and predictive association of biomarkers in HPV-negative locally advanced (LA) HNSCC patients. METHODS Treatment-naive tumour tissue samples of 404 patients, a subset of randomised Phase 3 trial comparing cisplatin radiation (CRT) versus nimotuzumab plus cisplatin radiation (NCRT) were analysed to evaluate the expression of HIF1α, EGFR and pEGFR by immunohistochemistry and EGFR gene copy change by FISH. Progression-free survival (PFS), locoregional control (LRC) and overall survival (OS) were estimated by Kaplan-Meier method. Hazard ratios were estimated by Cox proportional hazard models. RESULTS Baseline characteristics of the patients were balanced between two treatment groups (CRT vs NCRT) and were representative of the trial cohort. The median follow-up was of 39.13 months. Low HIF1α was associated with better PFS [HR (95% CI) = 0.62 (0.42-0.93)], LRC [HR (95% CI) = 0.56 (0.37-0.86)] and OS [HR (95% CI) = 0.63 (0.43-0.93)] in the CRT group. Multivariable analysis revealed HIF1α as an independent negative prognostic biomarker. For patients with high HIF1α, NCRT significantly improved the outcomes [PFS:HR (95% CI) = 0.55 (0.37-0.82), LRC:HR (95% CI) = 0.55 (0.36-0.85) and OS:HR (95% CI) = 0.54 (0.36-0.81)] compared to CRT. While in patients with low HIF1α, no difference in the clinical outcomes was observed between treatments. Interaction test suggested a predictive value of HIF1α for OS (P = 0.008). CONCLUSIONS High HIF1α expression is a predictor of poor clinical response to CRT in HPV-negative LA-HNSCC patients. These patients with high HIF1α significantly benefited with the addition of nimotuzumab to CRT. CLINICAL TRIAL REGISTRATION Registered with the Clinical Trial Registry of India (Trial registration identifier-CTRI/2014/09/004980).
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Affiliation(s)
- Usha Patel
- Mahimkar Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India.,Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India
| | - Manish Pandey
- Mahimkar Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India
| | - Sadhana Kannan
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Biostatistician, Clinical Research Secretariat, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India
| | - Tanuja A Samant
- Mahimkar Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India
| | - Poonam Gera
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Biorepository, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India
| | - Neha Mittal
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Pathology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Swapnil Rane
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Pathology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Asawari Patil
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Pathology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Vanita Noronha
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Amit Joshi
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Vijay M Patil
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Kumar Prabhash
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.,Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Manoj B Mahimkar
- Mahimkar Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, Maharashtra, India. .,Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, India.
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Naderi A. Steroid receptor-associated and regulated protein is a biomarker in predicting the clinical outcome and treatment response in malignancies. Cancer Rep (Hoboken) 2020; 3:e1267. [PMID: 32706923 DOI: 10.1002/cnr2.1267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 06/08/2020] [Accepted: 06/22/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Steroid receptor-associated and regulated protein (SRARP) has recently been identified as a novel tumor suppressor in malignancies of multiple tissue origins. SRARP is located on chromosome 1p36.13 and is widely inactivated by deletions and epigenetic silencing in malignancies. Therefore, additional studies are required to explore SRARP as a potential cancer biomarker. AIM This study explores the application of SRARP as a novel biomarker in malignancies of multiple tissue origins using the analysis of large genomic datasets. METHODS AND RESULTS A comprehensive genomic analysis of large cancer datasets was carried out to examine the association of SRARP expression and copy-number with molecular and clinical features in malignancies of multiple tissue origins. This study demonstrated that SRARP under-expression and copy-number loss are strongly associated with the loss of other tumor suppressors such as TP53 and NF1 mutations and oncogenic gains, including N-MYC amplification and ERG rearrangement, suggesting that SRARP inactivation is associated with wider genomic instability in malignancies. Importantly, SRARP under-expression and copy-number loss are strong predictors of poor clinical and/or pathological features in breast, colorectal, lung, prostate, gastric, endometrial, cervical, brain, ovarian, bladder, thyroid, and hepatocellular cancers as well as neuroblastoma, uveal melanoma, and acute myeloid leukemia with highly significant odds ratios. Finally, higher SRARP expression and copy-number predict a better response to several cancer drugs. CONCLUSION This study suggests that the SRARP inactivation presents a robust biomarker in predicting molecular and clinicopathological features, and treatment response in malignancies.
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Affiliation(s)
- Ali Naderi
- Cancer Biology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
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Hsieh JCH, Wang HM, Wu MH, Chang KP, Chang PH, Liao CT, Liau CT. Review of emerging biomarkers in head and neck squamous cell carcinoma in the era of immunotherapy and targeted therapy. Head Neck 2020; 41 Suppl 1:19-45. [PMID: 31573749 DOI: 10.1002/hed.25932] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 08/12/2019] [Accepted: 08/13/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Biomarkers in head and neck squamous cell carcinoma (HNSCC) emerge rapidly in recent years, especially for new targeted therapies and immunotherapies. METHODS Recent, relevant peer-reviewed evidence were critically reviewed and summarized. RESULTS This review article briefly introduces essential biomarker concepts, including purposes and classifications (predictive, prognostic, and diagnostic markers), and the phases of biomarker development. We summarize current biomarkers in order of clinical utility; p16 and human papillomavirus status remain the most important and validated biomarkers in HNSCC. The rationale for biomarker study design continues to evolve with technological advances, especially whole-exome or whole-genomic sequencing. Noninvasive body fluid and liquid biopsy biomarkers appear to hold strong potential for development as tools for early cancer detection, cancer diagnosis, monitoring of disease recurrence, and outcome prediction. In light of discrepancies among different technologies, standardized approaches are needed. CONCLUSION Biomarkers from cancer tissue or blood in HNSCC could direct new anticancer therapies.
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Affiliation(s)
- Jason Chia-Hsun Hsieh
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou and Chang Gung University, Taoyuan, Taiwan
| | - Hung-Ming Wang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou and Chang Gung University, Taoyuan, Taiwan
| | - Min-Hsien Wu
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou and Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan, Taiwan.,Department of Chemical Engineering, Ming Chi University of Technology, New Taipei City, Taiwan
| | - Kai-Ping Chang
- Department of Otorhinolaryngology, Head and Neck Surgery, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Pei-Hung Chang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan and Chang Gung University, Taoyuan, Taiwan.,Cancer Center, Chang Gung Memorial Hospital, Keelung, and Chang Gung University, Taoyuan, Taiwan
| | - Chun-Ta Liao
- Department of Otorhinolaryngology, Head and Neck Surgery, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Chi-Ting Liau
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou and Chang Gung University, Taoyuan, Taiwan
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Mass Spectrometric Comparison of HPV-Positive and HPV-Negative Oropharyngeal Cancer. Cancers (Basel) 2020; 12:cancers12061531. [PMID: 32545200 PMCID: PMC7352546 DOI: 10.3390/cancers12061531] [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: 05/25/2020] [Accepted: 06/08/2020] [Indexed: 12/13/2022] Open
Abstract
Squamous cell carcinoma of the head and neck (HNSCC) consist of two distinct biological entities. While the numbers of classical, tobacco-induced HNSCC are declining, tumors caused by human papillomavirus (HPV) infection are increasing in many countries. HPV-positive HNSCC mostly arise in the oropharynx and are characterized by an enhanced sensitivity towards radiotherapy and a favorable prognosis. To identify molecular differences between both entities on the protein level, we conducted a mass spectrometric comparison of eight HPV-positive and nine HPV-negative oropharyngeal tumors (OPSCC). Overall, we identified 2051 proteins, of which 31 were found to be differentially expressed. Seventeen of these can be assorted to three functional groups, namely DNA replication, nuclear architecture and cytoskeleton regulation, with the differences in the last group potentially reflecting an enhanced migratory and invasive capacity. Furthermore, a number of identified proteins have been described to directly impact on DNA double-strand break repair or radiation sensitivity (e.g., SLC3A2, cortactin, RBBP4, Numa1), offering explanations for the differential prognosis. The unequal expression of three proteins (SLC3A2, MCM2 and lamin B1) was confirmed by immunohistochemical staining using a tissue microarray containing 205 OPSCC samples. The expression levels of SLC3A2 and lamin B1 were found be of prognostic relevance in patients with HPV-positive and HPV-negative OPSCC, respectively.
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Guan Y, Wang G, Fails D, Nagarajan P, Ge Y. Unraveling cancer lineage drivers in squamous cell carcinomas. Pharmacol Ther 2020; 206:107448. [PMID: 31836455 PMCID: PMC6995404 DOI: 10.1016/j.pharmthera.2019.107448] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 12/03/2019] [Indexed: 12/12/2022]
Abstract
Cancer hijacks embryonic development and adult wound repair mechanisms to fuel malignancy. Cancer frequently originates from de-regulated adult stem cells or progenitors, which are otherwise essential units for postnatal tissue remodeling and repair. Cancer genomics studies have revealed convergence of multiple cancers across organ sites, including squamous cell carcinomas (SCCs), a common group of cancers arising from the head and neck, esophagus, lung, cervix and skin. In this review, we summarize our current knowledge on the molecular drivers of SCCs, including these five major organ sites. We especially focus our discussion on lineage dependent driver genes and pathways, in the context of squamous development and stratification. We then use skin as a model to discuss the notion of field cancerization during SCC carcinogenesis, and cancer as a wound that never heals. Finally, we turn to the idea of context dependency widely observed in cancer driver genes, and outline literature support and possible explanations for their lineage specific functions. Through these discussions, we aim to provide an up-to-date summary of molecular mechanisms driving tumor plasticity in squamous cancers. Such basic knowledge will be helpful to inform the clinics for better stratifying cancer patients, revealing novel drug targets and providing effective treatment options.
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Affiliation(s)
- Yinglu Guan
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Guan Wang
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Danielle Fails
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Priyadharsini Nagarajan
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Yejing Ge
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA.
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Qiu HZ, Huang J, Xiang CC, Li R, Zuo ED, Zhang Y, Shan L, Cheng X. Screening and Discovery of New Potential Biomarkers and Small Molecule Drugs for Cervical Cancer: A Bioinformatics Analysis. Technol Cancer Res Treat 2020; 19:1533033820980112. [PMID: 33302814 PMCID: PMC7734488 DOI: 10.1177/1533033820980112] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 10/09/2020] [Accepted: 11/04/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Cervical cancer (CC) is the second most common type of malignant tumor survival rate is low in advanced stage, metastatic, and recurrent CC patients. This study aimed at identifying potential genes and drugs for CC diagnosis and targeting therapies. METHODS Three GEO mRNA microarray datasets of CC tissues and non-cancerous tissues were analyzed for differentially expressed genes (DEGs) by limma package. GO (Gene Ontologies) and KEGG (Kyoto Encyclopedia of Genes and Genomes) were used to explore the relationships between the DEGs. Protein-protein interaction (PPI) of these genes was established by the STRING database. MCODE was used for screening significant modules in the PPI networks to select hub genes. Biochemical mechanisms of the hub genes were investigated with Metascape. GEPIA database was used for validating the core genes. According to these DEGs, molecular candidates for CC were recognized from the CMAP database. RESULTS We identified 309 overlapping DEGs in the 2 tissue-types. Pathway analysis revealed that the DEGs were involved in cell cycle, DNA replication, and p53 signaling. PPI networks between overlapping DEGs showed 68 high-connectivity DEGs that were chosen as hub genes. The GEPIA database showed that the expression levels of RRM2, CDC45, GINS2, HELLS, KNTC1, MCM2, MYBL2, PCNA, RAD54 L, RFC4, RFC5, TK1, TOP2A, and TYMS in CC tissues were significantly different from those in the healthy tissues and were significantly relevant to the OS of CC. We found 10 small molecules from the CMAP database that could change the trend of gene expression in CC tissues, including piperlongumine and chrysin. CONCLUSIONS The 14 DEGs identified in this study could serve as novel prognosis biomarkers for the detection and forecasting of CC. Small molecule drugs like piperlongumine and chrysin could be potential therapeutic drugs for CC treatment.
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Affiliation(s)
- Hui-Zhu Qiu
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Ji Huang
- Department of Pharmacy, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Cheng-Cheng Xiang
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Rong Li
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Er-Dong Zuo
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Yuan Zhang
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Li Shan
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
| | - Xu Cheng
- Department of Hematology and Oncology, Soochow University Affiliated Taicang Hospital (The First People’s Hospital of Taicang), Jiangsu, China
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Aggarwal N, Yadav J, Thakur K, Bibban R, Chhokar A, Tripathi T, Bhat A, Singh T, Jadli M, Singh U, Kashyap MK, Bharti AC. Human Papillomavirus Infection in Head and Neck Squamous Cell Carcinomas: Transcriptional Triggers and Changed Disease Patterns. Front Cell Infect Microbiol 2020; 10:537650. [PMID: 33344262 PMCID: PMC7738612 DOI: 10.3389/fcimb.2020.537650] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 11/02/2020] [Indexed: 02/05/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a heterogeneous group of cancers. Collectively, HNSCC ranks sixth in incidence rate worldwide. Apart from classical risk factors like tobacco and alcohol, infection of human papillomavirus (HPV) is emerging as a discrete risk factor for HNSCC. HPV-positive HNSCC represent a distinct group of diseases that differ in their clinical presentation. These lesions are well-differentiated, occur at an early age, and have better prognosis. Epidemiological studies have demonstrated a specific increase in the proportions of the HPV-positive HNSCC. HPV-positive and HPV-negative HNSCC lesions display different disease progression and clinical response. For tumorigenic-transformation, HPV essentially requires a permissive cellular environment and host cell factors for induction of viral transcription. As the spectrum of host factors is independent of HPV infection at the time of viral entry, presumably entry of HPV only selects host cells that are permissive to establishment of HPV infection. Growing evidence suggest that HPV plays a more active role in a subset of HNSCC, where they are transcriptionally-active. A variety of factors provide a favorable environment for HPV to become transcriptionally-active. The most notable are the set of transcription factors that have direct binding sites on the viral genome. As HPV does not have its own transcription machinery, it is fully dependent on host transcription factors to complete the life cycle. Here, we review and evaluate the current evidence on level of a subset of host transcription factors that influence viral genome, directly or indirectly, in HNSCC. Since many of these transcription factors can independently promote carcinogenesis, the composition of HPV permissive transcription factors in a tumor can serve as a surrogate marker of a separate molecularly-distinct class of HNSCC lesions including those cases, where HPV could not get a chance to infect but may manifest better prognosis.
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Affiliation(s)
- Nikita Aggarwal
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Joni Yadav
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Kulbhushan Thakur
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Rakhi Bibban
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Arun Chhokar
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Tanya Tripathi
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Anjali Bhat
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Tejveer Singh
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Mohit Jadli
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Ujala Singh
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
| | - Manoj K. Kashyap
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
- Amity Medical School, Stem Cell Institute, Amity University Haryana, Amity Education Valley Panchgaon, Gurugram, India
| | - Alok C. Bharti
- Molecular Oncology Laboratory, Department of Zoology, University of Delhi, Delhi, India
- *Correspondence: Alok C. Bharti,
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Riva G, Biolatti M, Pecorari G, Dell’Oste V, Landolfo S. PYHIN Proteins and HPV: Role in the Pathogenesis of Head and Neck Squamous Cell Carcinoma. Microorganisms 2019; 8:microorganisms8010014. [PMID: 31861809 PMCID: PMC7023031 DOI: 10.3390/microorganisms8010014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 12/11/2019] [Accepted: 12/18/2019] [Indexed: 12/16/2022] Open
Abstract
In the last decades, the human papillomavirus (HPV) emerged as an etiological cause of head and neck squamous cell carcinoma (HNSCC), especially in the oropharynx. The role of two intracellular DNA sensors, which belong to the PYHIN family (interferon-inducible protein 16 (IFI16) and absent in melanoma 2 protein (AIM2)), has been analyzed in relation to HPV infection and head and neck carcinogenesis. In particular, IFI16 and AIM2 expression depends on HPV infection in HNSCC. They represent viral restriction factors and are key components of the intrinsic immunity activated against different viruses, including HPV. This review analyzed and summarized the recent findings about the role of PYHIN proteins in HPV+ and HPV− HNSCC.
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Affiliation(s)
- Giuseppe Riva
- Otorhinolaryngology Division, Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.R.); (G.P.)
| | - Matteo Biolatti
- Laboratory of Pathogenesis of Viral Infections, Department of Public Health and Pediatrics, School of Medicine, University of Turin, 10126 Turin, Italy; (M.B.); (V.D.)
| | - Giancarlo Pecorari
- Otorhinolaryngology Division, Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.R.); (G.P.)
| | - Valentina Dell’Oste
- Laboratory of Pathogenesis of Viral Infections, Department of Public Health and Pediatrics, School of Medicine, University of Turin, 10126 Turin, Italy; (M.B.); (V.D.)
| | - Santo Landolfo
- Laboratory of Pathogenesis of Viral Infections, Department of Public Health and Pediatrics, School of Medicine, University of Turin, 10126 Turin, Italy; (M.B.); (V.D.)
- Correspondence: ; Tel.: +39-011-670-5636
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Papasavvas E, Kossenkov AV, Azzoni L, Zetola NM, Mackiewicz A, Ross BN, Fair M, Vadrevu S, Ramogola-Masire D, Sanne I, Firnhaber C, Montaner LJ. Gene expression profiling informs HPV cervical histopathology but not recurrence/relapse after LEEP in ART-suppressed HIV+HPV+ women. Carcinogenesis 2019; 40:225-233. [PMID: 30364933 DOI: 10.1093/carcin/bgy149] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 09/28/2018] [Accepted: 10/24/2018] [Indexed: 12/30/2022] Open
Abstract
Identification of factors associated with human papillomavirus (HPV) cervical histopathology or recurrence/relapse following loop electrosurgical excision procedure (LEEP) would allow for better management of the disease. We investigated whether gene signatures could (i) associate with HPV cervical histopathology and (ii) identify women with post-LEEP disease recurrence/relapse. Gene array analysis was performed on paraffin-embedded cervical tissue-isolated RNA from two cross-sectional cohorts of antiretroviral therapy (ART)-suppressed HIV+HPV+ coinfected women: (i) 55 women in South Africa recruited into three groups: high risk (HR) (-) (n = 16) and HR (+) (n = 15) HPV without cervical histopathology and HR (+) HPV with cervical intraepithelial neoplasia (CIN) grade 1/2/3 (n = 24), (ii) 28 women in Botswana with CIN2/3 treated with LEEP 12-month prior to recruitment and presenting with (n = 13) and without (n = 15) lesion recurrence/relapse (tissue was analyzed at first LEEP). Three distinct gene expression signatures identified were able to segregate: (i) HR+ HPV and CIN1/2/3, (ii) HR HPV-free and cervical histopathology-free and (iii) HR+ HPV and cervical histopathology-free. Immune activation and neoplasia-associated genes (n = 272 genes; e.g. IL-1A, IL-8, TCAM1, POU4F1, MCM2, SMC1B, CXCL6, MMP12) were a feature of cancer precursor dysplasia within HR HPV infection. No difference in LEEP tissue gene expression was detected between women with or without recurrence/relapse. In conclusion, distinctive gene signatures were associated with presence of cervical histopathology in tissues from ART-suppressed HIV+/HPV+ coinfected women. Lack of detection of LEEP tissue gene signature able to segregate subsequent post-LEEP disease recurrence/relapse indicates additional factors independent of local gene expression as determinants of recurrence/relapse.
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Affiliation(s)
- Emmanouil Papasavvas
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Andrew V Kossenkov
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Livio Azzoni
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Nicola M Zetola
- The Botswana-UPenn Partnership, Department of Radiation Oncology, Gaborone, Botswana.,The University of Pennsylvania, Department of Radiation Oncology, Philadelphia, PA, USA
| | - Agnieszka Mackiewicz
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Brian N Ross
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Matthew Fair
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | - Surya Vadrevu
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
| | | | - Ian Sanne
- Clinical HIV Research Unit, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Cynthia Firnhaber
- Clinical HIV Research Unit, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Right To Care, Johannesburg, South Africa
| | - Luis J Montaner
- The Wistar Institute, HIV-1 Immunopathogenesis Laboratory, Philadelphia, PA, USA
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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: 1.5] [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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Anti-Tumor Effects of Wee1 Kinase Inhibitor with Radiotherapy in Human Cervical Cancer. Sci Rep 2019; 9:15394. [PMID: 31659268 PMCID: PMC6817901 DOI: 10.1038/s41598-019-51959-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 10/10/2019] [Indexed: 11/09/2022] Open
Abstract
Abstract
Although the concurrent use of a chemotherapeutic agent and radiotherapy improves survival in patients with locally advanced or recurrent cervical cancer, severe side effects related to chemotherapy are frequent and may result in a low quality of life for the patients. In this study, we investigated the effects of a combination of Wee1 inhibitor (AZD1775) and irradiation in cervical cancer. In vitro effects of AZD1775 with irradiation in human cervical cancer cells were assessed by clonogenic survival and apoptosis assays. The effects on DNA damage response signaling and the cell cycle were also explored. Tumor growth delay was evaluated to investigate the in vivo effects of AZD1775 with irradiation in cervical cancer mouse models, including xenografts and patient-derived xenografts (PDXs). The co-treatment of AZD1775 and irradiation significantly decreased clonogenic survival and increased apoptosis in cervical cancer cells. These effects were associated with G2 checkpoint abrogation which resulted in persistent DNA damage. Both in the xenografts and the PDXs, the co-treatment significantly decreased tumor growth compared tothe irradiation alone (p < 0.05). These results demonstrate that the Wee1 inhibitor (AZD1775) can be considered as a potential alternative as a radiosensitizer in cervical cancer instead of a chemotherapeutic agent such as cisplatin.
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