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Nakagawa T, Santos J, Nasamran CA, Sen P, Sadat S, Monther A, Bendik J, Ebisumoto K, Hu J, Preissl S, Guo T, Vavinskaya V, Fisch KM, Califano JA. Defining the relationship of salivary gland malignancies to novel cell subpopulations in human salivary glands using single nucleus RNA-sequencing. Int J Cancer 2024; 154:1492-1503. [PMID: 37971144 DOI: 10.1002/ijc.34790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 09/26/2023] [Accepted: 10/17/2023] [Indexed: 11/19/2023]
Abstract
Salivary glands have essential roles in maintaining oral health, mastication, taste and speech, by secreting saliva. Salivary glands are composed of several types of cells, and each cell type is predicted to be involved in the carcinogenesis of different types of cancers including adenoid cystic carcinoma (ACC), acinic cell carcinoma (AciCC), salivary duct carcinoma (SDC), myoepithelial carcinoma (MECA) and other histology. In our study, we performed single nucleus RNA-seq on three human salivary gland samples to clarify the gene expression profile of each complex cellular component of the salivary glands and related these expression patterns to expression found in salivary gland cancers (SGC) to infer cell of origin. By single nucleus RNA-seq, salivary gland cells were stratified into four clusters: acinar cells, ductal cells 1, ductal cells 2 and myoepithelial cells/stromal cells. The localization of each cell group was verified by IHC of each cluster marker gene, and one group of ductal cells was found to represent intercalated ductal cells labeled with HES1. Furthermore, in comparison with SGC RNA-seq data, acinar cell markers were upregulated in AciCC, but downregulated in ACC and ductal cell markers were upregulated in SDC but downregulated in MECA, suggesting that markers of origin are highly expressed in some SGC. Cell type expressions in specific SGC histology are similar to those found in normal salivary gland populations, indicating a potential etiologic relationship.
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Affiliation(s)
- Takuya Nakagawa
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Jessica Santos
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Chanond A Nasamran
- Center for Computational Biology and Bioinformatics, University of California San Diego, La Jolla, California, USA
| | - Prakriti Sen
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Sayed Sadat
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Abdula Monther
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Joseph Bendik
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Koji Ebisumoto
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Jingjing Hu
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Sebastian Preissl
- Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, California, USA
| | - Theresa Guo
- Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California, USA
| | - Vera Vavinskaya
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Kathleen M Fisch
- Center for Computational Biology and Bioinformatics, University of California San Diego, La Jolla, California, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
- Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California, USA
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Jones RN, Miyauchi S, Roy S, Boutros N, Mayadev JS, Mell LK, Califano JA, Venuti A, Sharabi AB. Computational and AI-driven 3D structural analysis of human papillomavirus (HPV) oncoproteins E5, E6, and E7 reveal significant divergence of HPV E5 between low-risk and high-risk genotypes. Virology 2024; 590:109946. [PMID: 38147693 DOI: 10.1016/j.virol.2023.109946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/01/2023] [Accepted: 11/20/2023] [Indexed: 12/28/2023]
Abstract
There are over 220 identified genotypes of Human papillomavirus (HPV), and the HPV genome encodes 3 major oncogenes, E5, E6, and E7. Conservation and divergence in protein sequence and function between low-risk versus high-risk oncogenic HPV genotypes has not been fully characterized. Here, we used modern computational and structural folding algorithms to perform a comparative analysis of HPV E5, E6, and E7 between multiple low risk and high risk genotypes. We first identified significantly greater sequence divergence in E5 between low- and high-risk genotypes compared to E6 and E7. Next, we used AlphaFold to model the structure of papillomavirus proteins and complexes with high confidence, including some with no established consensus structure. We observed that HPV E5, but not E6 or E7, had a dramatically different 3D structure between low-risk and high-risk genotypes. To our knowledge, this is the first comparative analysis of HPV proteins using Alphafold artificial intelligence (AI) system. The marked differences in E5 sequence and structure in high-risk HPVs may contribute in important and underappreciated ways to the development of HPV-associated cancers.
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Affiliation(s)
- Riley N Jones
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Souvick Roy
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Nathalie Boutros
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Jyoti S Mayadev
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Loren K Mell
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA; Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, La Jolla, CA, USA
| | - Aldo Venuti
- HPV-UNIT-UOSD Tumor Immunology and Immunotherapy, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
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Faraji F, Kumar A, Voora R, Soliman SI, Cherry D, Courtney PT, Finegersh A, Guo T, Cohen E, Califano JA, Mell L, Rose B, Orosco RK. Transoral Surgery in HPV-Positive Oropharyngeal Carcinoma: Oncologic Outcomes in the Veterans Affairs System. Laryngoscope 2024; 134:207-214. [PMID: 37255050 PMCID: PMC10687307 DOI: 10.1002/lary.30784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 04/07/2023] [Accepted: 05/17/2023] [Indexed: 06/01/2023]
Abstract
OBJECTIVES Most transoral robotic surgery (TORS) literature for HPV-positive oropharyngeal squamous cell carcinoma (HPV-OPC) derives from high-volume tertiary-care centers. This study aims to describe long-term recurrence and survival outcomes among Veterans Health Administration patients. MATERIALS AND METHODS Using the US Veterans Affairs database, we identified patients with HPV-OPC treated with TORS between January 2010 and December 2016. Patients were stratified in risk categories: low (0-1 metastatic nodes, negative margins), intermediate (close margins, 2-4 metastatic nodes, lymphovascular or perineural invasion, pT3-pT4 tumor), or high (positive margins, extranodal extension (ENE), and/or ≥5 metastatic nodes). Primary outcomes included overall survival (OS), disease-specific survival (DSS), and recurrence-free survival (RFS). RESULTS The cohort included 161 patients of which 29 (18%) were low-risk, 45 (28%) intermediate-risk, and 87 (54%) high-risk. ENE was present in 41% of node-positive cases and 24% had positive margins. Median follow-up was 5.6 years (95% CI, 3.0-9.3). The 5-year DSS for low, intermediate, and high-risk groups were: 100%, 90.0% (95% CI, 75.4-96.1%), and 88.7% (95% CI, 78.3-94.2%). Pathologic features associated with poor DSS on univariable analysis included pT3-T4 tumors (HR 3.81, 95% CI, 1.31-11; p = 0.01), ≥5 metastatic nodes (HR 3.41, 95% CI, 1.20-11; p = 0.02), and ENE (HR 3.53, 95% CI, 1.06-12; p = 0.04). Higher 5-year cumulative incidences of recurrence were observed in more advanced tumors (pT3-T4, 33% [95% CI, 14-54%] versus pT1-T2, 13% [95% CI, 8-19%]; p = 0.01). CONCLUSIONS In this nationwide study, patients with HPV-OPC treated with TORS followed by adjuvant therapy at Veterans Affairs Medical Centers demonstrated favorable survival outcomes comparable to those reported in high-volume academic centers and clinical trials. LEVEL OF EVIDENCE 4 Laryngoscope, 134:207-214, 2024.
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Affiliation(s)
- Farhoud Faraji
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Abhishek Kumar
- Department of Radiation Medicine and Applied Sciences, University of California San Diego Health, La Jolla, CA, USA
- Department of Radiation Oncology, Duke University, Durham, NC, USA
| | - Rohith Voora
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
| | - Shady I. Soliman
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
| | - Daniel Cherry
- Department of Radiation Medicine and Applied Sciences, University of California San Diego Health, La Jolla, CA, USA
| | - P. Travis Courtney
- Department of Radiation Medicine and Applied Sciences, University of California San Diego Health, La Jolla, CA, USA
| | - Andrey Finegersh
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Palo Alto, CA, USA
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Ezra Cohen
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
- Department of Medical Oncology, University of California, San Diego, CA, USA
| | - Joseph A. Califano
- Department of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, San Diego, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Loren Mell
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
- Department of Radiation Medicine and Applied Sciences, University of California San Diego Health, La Jolla, CA, USA
| | - Brent Rose
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
- Department of Radiation Medicine and Applied Sciences, University of California San Diego Health, La Jolla, CA, USA
| | - Ryan K. Orosco
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of New Mexico
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Qualliotine JR, Nakagawa T, Rosenthal SB, Sadat S, Ballesteros-Merino C, Xu G, Mark A, Nasamran A, Gutkind JS, Fisch KM, Guo T, Fox BA, Khan Z, Molinolo AA, Califano JA. A Network Landscape of HPVOPC Reveals Methylation Alterations as Significant Drivers of Gene Expression via an Immune-Mediated GPCR Signal. Cancers (Basel) 2023; 15:4379. [PMID: 37686653 PMCID: PMC10486378 DOI: 10.3390/cancers15174379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 08/17/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
HPV-associated oropharynx carcinoma (HPVOPC) tumors have a relatively low mutational burden. Elucidating the relative contributions of other tumor alterations, such as DNA methylation alterations, alternative splicing events (ASE), and copy number variation (CNV), could provide a deeper understanding of carcinogenesis drivers in this disease. We applied network propagation analysis to multiple classes of tumor alterations in a discovery cohort of 46 primary HPVOPC tumors and 25 cancer-unaffected controls and validated our findings with TCGA data. We identified significant overlap between differential gene expression networks and all alteration classes, and this association was highest for methylation and lowest for CNV. Significant overlap was seen for gene clusters of G protein-coupled receptor (GPCR) pathways. HPV16-human protein interaction analysis identified an enriched cluster defined by an immune-mediated GPCR signal, including CXCR3 cytokines CXCL9, CXCL10, and CXCL11. CXCR3 was found to be expressed in primary HPVOPC, and scRNA-seq analysis demonstrated CXCR3 ligands to be highly expressed in M2 macrophages. In vivo models demonstrated decreased tumor growth with antagonism of the CXCR3 receptor in immunodeficient but not immunocompetent mice, suggesting that the CXCR3 axis can drive tumor proliferation in an autocrine fashion, but the effect is tempered by an intact immune system. In conclusion, methylation, ASE, and SNV alterations are highly associated with network gene expression changes in HPVOPC, suggesting that ASE and methylation alterations have an important role in driving the oncogenic phenotype. Network analysis identifies GPCR networks, specifically the CXCR3 chemokine axis, as modulators of tumor-immune interactions that may have proliferative effects on primary tumors as well as a role for immunosurveillance; however, CXCR3 inhibition should be used with caution, as these agents may both inhibit and stimulate tumor growth considering the competing effects of this cytokine axis. Further investigation is needed to explore opportunities for targeted therapy in this setting.
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Affiliation(s)
- Jesse R. Qualliotine
- Department of Otolaryngology—Head and Neck Surgery, University of California San Diego, La Jolla, CA 92093, USA
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Takuya Nakagawa
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
- Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, Chiba University, Chiba 263-8522, Japan
| | - Sara Brin Rosenthal
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Sayed Sadat
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | | | - Guorong Xu
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Adam Mark
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Art Nasamran
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - J. Silvio Gutkind
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Kathleen M. Fisch
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Theresa Guo
- Department of Otolaryngology—Head and Neck Surgery, University of California San Diego, La Jolla, CA 92093, USA
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Bernard A. Fox
- Earle A. Chiles Research Institute, Providence Cancer Center, Portland, OR 97213, USA
| | - Zubair Khan
- Department of Otolaryngology—Head and Neck Surgery, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Alfredo A. Molinolo
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Joseph A. Califano
- Department of Otolaryngology—Head and Neck Surgery, University of California San Diego, La Jolla, CA 92093, USA
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
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Faraji F, Ramirez SI, Clubb LM, Sato K, Quiroz PYA, Galloway WMG, Mikulski Z, Hoang TS, Medetgul-Ernar K, Marangoni P, Jones KB, Officer A, Molinolo AA, Kim K, Sakaguchi K, Califano JA, Smith Q, Klein OD, Tamayo P, Gutkind JS. Direct reprogramming of oral epithelial progenitor cells to cancer stem cells at single cell resolution in vivo. bioRxiv 2023:2023.07.24.550427. [PMID: 37546810 PMCID: PMC10402053 DOI: 10.1101/2023.07.24.550427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Tumor initiation represents the initial step in tumorigenesis during which normal progenitor cells undergo cell fate transition to cancer. Most studies investigating cancer-driving mechanisms in solid tumors rely on analyses of established malignant lesions, and thus cannot directly capture processes underlying the reprogramming of normal progenitor cells into cancer cells. Here, using spatiotemporally controlled oncogene expression in a genetically engineered system we demonstrate that concomitant YAP activation and HPV E6-E7 -mediated inhibition of tumor suppressive pathways is sufficient to rapidly reprogram oral epithelial progenitor cells (OEPCs) into cancer stem cells (CSCs). Single cell analyses of these nascent CSCs revealed hallmark transcriptional programs driving tumor initiation. Importantly, these CSC-enriched expression signatures distinguish normal tissue from malignant head and neck tumors and are associated with poor patient survival. Elucidating mechanisms underlying OEPC to CSC reprogramming may offer new insights to halt the conversion of premalignant cells into invasive carcinoma. HIGHLIGHTS YAP and HPV E6-E7 reprogram oral epithelial progenitor cells into cancer stem cells. Single cell analyses reveal the transcriptional architecture of tumor initiation.CSC transcriptional programs distinguish normal tissue from carcinoma.CSC signatures are associated with poor head and neck cancer survival. Abstract Figure
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Miyauchi S, Kim SS, Jones RN, Zhang L, Guram K, Sharma S, Schoenberger SP, Cohen EEW, Califano JA, Sharabi AB. Human papillomavirus E5 suppresses immunity via inhibition of the immunoproteasome and STING pathway. Cell Rep 2023; 42:112508. [PMID: 37171962 PMCID: PMC10789500 DOI: 10.1016/j.celrep.2023.112508] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/01/2023] [Accepted: 04/28/2023] [Indexed: 05/14/2023] Open
Abstract
The role that human papillomavirus (HPV) oncogenes play in suppressing responses to immunotherapy in cancer deserves further investigation. In particular, the effects of HPV E5 remain poorly understood relative to E6 and E7. Here, we demonstrate that HPV E5 is a negative regulator of anti-viral interferon (IFN) response pathways, antigen processing, and antigen presentation. Using head and neck cancer as a model, we identify that E5 decreases expression and function of the immunoproteasome and that the immunoproteasome, but not the constitutive proteasome, is associated with improved overall survival in patients. Moreover, immunopeptidome analysis reveals that HPV E5 restricts the repertoire of antigens presented on the cell surface, likely contributing to immune escape. Mechanistically, we discover a direct interaction between E5 and stimulator of interferon genes (STING), which suppresses downstream IFN signaling. Taken together, these findings identify a powerful molecular mechanism by which HPV E5 limits immune detection and mediates resistance to immunotherapy.
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Affiliation(s)
- Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Riley N Jones
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Lin Zhang
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Kripa Guram
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Sonia Sharma
- La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | | | - Ezra E W Cohen
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA; Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, La Jolla, CA 92037, USA
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA 92037, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA.
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7
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Soliman SI, Faraji F, Pang J, Mell LK, Califano JA, Orosco RK. Adjuvant Radiotherapy in Surgically Treated HPV-Positive Oropharyngeal Carcinoma with Adverse Pathological Features. Cancers (Basel) 2022; 14:cancers14184515. [PMID: 36139676 PMCID: PMC9496867 DOI: 10.3390/cancers14184515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 09/12/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Purpose: HPV-positive oropharyngeal carcinoma (HPV-OPC) is increasingly treated with primary surgery. The National Comprehensive Cancer Network (NCCN) recommends adjuvant therapy for surgically treated HPV-OPC displaying adverse pathological features (AF). We evaluated adjuvant radiotherapy patterns and outcomes in surgically treated AF-positive HPV-OPC (AF-HPV-OPC). Methods: The National Cancer Database was interrogated for patients ≥ 18 years with early-stage HPV-OPC from 2010 to 2017 who underwent definitive resection. Patients that had an NCCN-defined AF indication for adjuvant radiotherapy were assessed, including positive surgical margins (PSM), extranodal extension (ENE), lymphovascular invasion, and level 4/5 cervical lymph nodes. Overall survival (OS) was evaluated using Cox proportional hazards models and Kaplan−Meier analysis in whole and propensity score matched (PM) cohorts. Results: Of 15,036 patients meeting inclusion criteria, 55.7% were positive for at least one AF. Presence of any AF was associated with worse OS (hazard ratio (HR) = 1.56, p < 0.001). In isolation, each AF was associated with worse OS. On PM analysis, insurance status, T2 category, Charlson-Deyo comorbidity score, ENE (HR = 1.81, p < 0.001), and PSM (HR = 1.58, p = 0.002) were associated with worse OS. Median 3-year OS was 92.0% among AF-HPV-OPC patients undergoing adjuvant radiotherapy and 84.2% for those who did not receive adjuvant radiotherapy (p < 0.001, n = 1678). The overall rate of patients with AF-HPV-OPC who did not receive adjuvant radiotherapy was 13% and increased from 10% in 2010 to 17% in 2017 (ptrend = 0.007). Conclusions: In patients with AF-HPV-OPC, adjuvant radiotherapy is associated with improved survival. In the era of de-escalation therapy for HPV-OPC, our findings demonstrate the persistent prognostic benefit of post-operative radiotherapy in the setting of commonly identified adverse features. Ongoing clinical trials will better elucidate optimized patient selection for de-escalated therapy.
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Affiliation(s)
- Shady I. Soliman
- School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Farhoud Faraji
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, La Jolla, CA 92037, USA
- Correspondence: (F.F.); (R.K.O.)
| | - John Pang
- Department of Otolaryngology-Head & Neck Surgery, Louisiana State University, Shreveport, LA 71103, USA
| | - Loren K. Mell
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA 92037, USA
- Moores Cancer Center, La Jolla, CA 92037, USA
| | - Joseph A. Califano
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, La Jolla, CA 92037, USA
- Moores Cancer Center, La Jolla, CA 92037, USA
| | - Ryan K. Orosco
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, La Jolla, CA 92037, USA
- Moores Cancer Center, La Jolla, CA 92037, USA
- Correspondence: (F.F.); (R.K.O.)
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8
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Saddawi-Konefka R, O'Farrell A, Faraji F, Clubb L, Allevato MM, Jensen SM, Yung BS, Wang Z, Wu VH, Anang NA, Msari RA, Schokrpur S, Pietryga IF, Molinolo AA, Mesirov JP, Simon AB, Fox BA, Bui JD, Sharabi A, Cohen EEW, Califano JA, Gutkind JS. Lymphatic-preserving treatment sequencing with immune checkpoint inhibition unleashes cDC1-dependent antitumor immunity in HNSCC. Nat Commun 2022; 13:4298. [PMID: 35879302 PMCID: PMC9314425 DOI: 10.1038/s41467-022-31941-w] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 07/11/2022] [Indexed: 12/30/2022] Open
Abstract
Despite the promise of immune checkpoint inhibition (ICI), therapeutic responses remain limited. This raises the possibility that standard of care treatments delivered in concert may compromise the tumor response. To address this, we employ tobacco-signature head and neck squamous cell carcinoma murine models in which we map tumor-draining lymphatics and develop models for regional lymphablation with surgery or radiation. We find that lymphablation eliminates the tumor ICI response, worsening overall survival and repolarizing the tumor- and peripheral-immune compartments. Mechanistically, within tumor-draining lymphatics, we observe an upregulation of conventional type I dendritic cells and type I interferon signaling and show that both are necessary for the ICI response and lost with lymphablation. Ultimately, we provide a mechanistic understanding of how standard oncologic therapies targeting regional lymphatics impact the tumor response to immune-oncology therapy in order to define rational, lymphatic-preserving treatment sequences that mobilize systemic antitumor immunity, achieve optimal tumor responses, control regional metastatic disease, and confer durable antitumor immunity.
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Affiliation(s)
- Robert Saddawi-Konefka
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, CA, USA.
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA.
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA.
| | - Aoife O'Farrell
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Farhoud Faraji
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Lauren Clubb
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | | | - Shawn M Jensen
- Earle A Chiles Research Institute, Robert W Franz Cancer Research Center, Providence Portland Medical Center, Portland, OR, USA
| | - Bryan S Yung
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Zhiyong Wang
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Victoria H Wu
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | | | | | - Shiruyeh Schokrpur
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Medicine, Division of Hematology-Oncology, UC San Diego School of Medicine, San Diego, CA, USA
| | | | | | - Jill P Mesirov
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Medicine, UC San Diego School of Medicine, La Jolla, CA, USA
| | - Aaron B Simon
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Radiation Oncology, UC Irvine School of Medicine, Irvine, CA, USA
| | - Bernard A Fox
- Earle A Chiles Research Institute, Robert W Franz Cancer Research Center, Providence Portland Medical Center, Portland, OR, USA
- Department of Molecular Microbiology and Immunology, Oregon Health Science University, Portland, OR, USA
| | - Jack D Bui
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Pathology, UC San Diego School of Medicine, La Jolla, CA, USA
| | - Andrew Sharabi
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Radiation Medicine and Applied Sciences, UC San Diego School of Medicine, San Diego, CA, USA
| | - Ezra E W Cohen
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA
- Department of Medicine, Division of Hematology-Oncology, UC San Diego School of Medicine, San Diego, CA, USA
| | - Joseph A Califano
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA
| | - J Silvio Gutkind
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA.
- Gleiberman Head and Neck Cancer Center, UC San Diego, La Jolla, CA, USA.
- Department of Pharmacology, UC San Diego, La Jolla, CA, USA.
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9
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Wolf JS, Papadimitriou JC, Morales RE, Califano JA, Kline NL, Bhatnagar K, Hebert AM, Taylor RJ. The association of active and passive tobacco smoke exposure with chronic rhinosinusitis symptom severity: A cross-sectional study. Int Forum Allergy Rhinol 2021; 12:278-285. [PMID: 34510792 DOI: 10.1002/alr.22887] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 07/31/2021] [Accepted: 08/02/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Chronic rhinosinusitis (CRS) causes a great deal of morbidity. There are a multitude of causal factors, though their precise contribution to symptom severity has yet to be defined. We hypothesized that exposure to both primary and secondhand tobacco smoke would correlate with more severe symptoms of CRS. METHODS This is a prospective cross-sectional study performed at an academic tertiary care medical center from 2010 to 2013. A total of 85 consecutive patients with chronic sinusitis were screened; 70 with medically refractory CRS requiring functional Endoscopic sinus surgery (FESS) were enrolled. Recent tobacco exposure was assessed using serum cotinine levels. Sinonasal mucosa was biopsied to assess ciliary architecture. Demographics, medical history, tobacco and environmental exposures, and computed tomography (CT) imaging were also collected. Two quality of life (QOL) surveys were administered: one disease specific, Sinonasal Outcomes Test-20 (SNOT-20), and one general, Short Form-12 (SF-12). Results were correlated with the aforementioned exposures. RESULTS The 70 patients had an average age of 46 years, and 42% were male. Variables that correlated with worse SNOT-20 scores included serum cotinine (r = 0.43, p = 0.002), number of cigarettes smoked daily (r = 0.27, p = 0.03), and number of secondhand cigarettes exposed to per day (r = 0.29, p = 0.04). There were no significant correlations between SNOT-20 scores and Lund-MacKay or axonemal ultrastructural abnormalities (AUA)-ciliary scores. The two five-variable models best predicted disease-specific QOL. CONCLUSIONS Increased amounts of serum cotinine and primary and secondhand smoke exposure were associated with worse sinonasal QOL. This study establishes an objective relationship between smoke exposure and patient-perceived severity of CRS, emphasizing the importance of tobacco cessation counseling as part of management.
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Affiliation(s)
- Jeffrey S Wolf
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - John C Papadimitriou
- Department of Pathology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Robert E Morales
- Department of Radiology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Joseph A Califano
- Department of Otolaryngology-Head and Neck Surgery, University of California, San Diego, California, USA
| | - Neila L Kline
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Kavita Bhatnagar
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Andrea M Hebert
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Rodney J Taylor
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
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10
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Voora RS, Stramiello JA, Sumner WA, Finegersh A, Mohammadzadeh A, Fouania J, Ramsey C, Blumenfeld L, Sacco AG, Mell LK, Califano JA, Orosco RK. Quality improvement intervention to reduce time to postoperative radiation in head and neck free flap patients. Head Neck 2021; 43:3530-3539. [PMID: 34492135 DOI: 10.1002/hed.26852] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 07/07/2021] [Accepted: 08/18/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Best-practice guidelines for head and neck cancer patients advise postoperative radiation therapy (PORT) initiation within 6 weeks of surgery. We report our institutional experience improving timeliness of adjuvant radiation in free-flap patients. METHODS Thirty-nine patients met inclusion criteria in the 2017-2019 study period. We divided into "Early" (n = 19) and "Late" (n = 20) time-period groups to compare performance over time. The primary endpoint was time to PORT initiation, with success defined as <6 weeks. RESULTS The number of patients achieving timely PORT improved from 10.5% in the Early group to 50.0% in the Late group (p = 0.014). Patients undergoing concurrent adjuvant chemoradiation were more likely to meet the PORT target in the Late group (p = 0.012). CONCLUSIONS We ascribe this quality improvement in free-flap patients to increased communication among multidisciplinary care teams, proactive consultation referrals, and a targeted patient-navigator intervention. Though work is needed to further improve performance, insight gained from our experience may benefit other teams.
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Affiliation(s)
- Rohith S Voora
- University of California, San Diego School of Medicine, La Jolla, California, USA.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Joshua A Stramiello
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA.,Moores Cancer Center, La Jolla, California, USA
| | - Whitney A Sumner
- Moores Cancer Center, La Jolla, California, USA.,Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Andrey Finegersh
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA.,Moores Cancer Center, La Jolla, California, USA
| | - Amir Mohammadzadeh
- University of California, San Diego School of Medicine, La Jolla, California, USA.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA
| | | | | | | | - Assuntina G Sacco
- Moores Cancer Center, La Jolla, California, USA.,Division of Hematology-Oncology University, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Loren K Mell
- Moores Cancer Center, La Jolla, California, USA.,Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA.,Moores Cancer Center, La Jolla, California, USA
| | - Ryan K Orosco
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, California, USA.,Moores Cancer Center, La Jolla, California, USA
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11
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Lee JH, Mohamed T, Ramsey C, Kim J, Kane S, Gold KA, Faraji F, Califano JA. A Hospital-Wide Intervention to Improve Compliance With TNM Cancer Staging Documentation. J Natl Compr Canc Netw 2021; 20:351-360.e1. [PMID: 34450596 DOI: 10.6004/jnccn.2020.7799] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 12/16/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Accurate oncologic staging meeting clinical practice guidelines is essential for guideline adherence, quality assessment, and survival outcomes. However, timely and uniform documentation in the electronic health record (EHR) at the time of diagnosis is a challenge for providers. This quality improvement project aimed to increase provider compliance of timely clinical TNM (cTNM) or pathologic TNM (pTNM) staging for newly diagnosed oncologic patients. METHODS Providers in the following site-specific oncologic teams were included: head and neck, skin, breast, genitourinary, gastrointestinal, lung and thoracic, gynecologic, colorectal, and bone marrow transplant. Interventions to facilitate timely cTNM and pTNM staging included standardized EHR-based workflows, learning modules, stakeholder meetings, and individualized provider training sessions. For most teams, staging was considered compliant if it was completed in the EHR within the first 7 days of the calendar month after the date of the patient visit. Factors associated with staging compliance were analyzed using logistic regression models. RESULTS From January 1, 2014, to December 31, 2018, 7,787 preintervention and 5,152 postintervention new patient visits occurred. During the preintervention period, staging was compliant in 5.6% of patients compared with 67.4% of patients after intervention (P<.001). In the final month of the postintervention period, the overall staging compliance rate was 78.1%. At most recent tracking, staging compliance was 95%, 97%, and 93% in December 2019, January 2020, and February 2020, respectively. Logistic regression found that increasing years of provider experience was associated with decreased staging compliance. CONCLUSIONS High rates of staging compliance in complex multidisciplinary academic oncologic practice models can be achieved via comprehensive quality improvement and structured initiatives. This approach serves as a model for improving oncologic documentation systems to facilitate clinical decision-making and multidisciplinary coordination of care.
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Affiliation(s)
- Jason H Lee
- 1School of Medicine, University of California, San Diego, San Diego
| | - Tariq Mohamed
- 2Department of Biomedical Informatics, UC San Diego Health, University of California, San Diego, La Jolla
| | - Celia Ramsey
- 3Moores Cancer Center at UC San Diego Health, La Jolla
| | - Jihoon Kim
- 2Department of Biomedical Informatics, UC San Diego Health, University of California, San Diego, La Jolla
| | - Shelly Kane
- 3Moores Cancer Center at UC San Diego Health, La Jolla
| | - Kathryn A Gold
- 4Division of Hematology-Oncology, Department of Medicine, University of California, San Diego, La Jolla; and
| | - Farhoud Faraji
- 3Moores Cancer Center at UC San Diego Health, La Jolla.,5Division of Otolaryngology - Head & Neck Surgery, Department of Medicine, University of California, San Diego, San Diego, California
| | - Joseph A Califano
- 3Moores Cancer Center at UC San Diego Health, La Jolla.,5Division of Otolaryngology - Head & Neck Surgery, Department of Medicine, University of California, San Diego, San Diego, California
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12
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Sumner W, Kim SS, Vitzthum L, Moore K, Atwood T, Murphy J, Miyauchi S, Califano JA, Mell LK, Mundt AJ, Sharabi AB. End of treatment cone-beam computed tomography (CBCT) is predictive of radiation response and overall survival in oropharyngeal squamous cell carcinoma. Radiat Oncol 2021; 16:147. [PMID: 34372887 PMCID: PMC8351145 DOI: 10.1186/s13014-021-01871-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Image guidance in radiation oncology has resulted in significant improvements in the accuracy and precision of radiation therapy (RT). Recently, the resolution and quality of cone beam computed tomography (CBCT) for image guidance has increased so that tumor masses and lymph nodes are readily detectable and measurable. During treatment of head and neck squamous cell carcinoma (HNSCC), on-board CBCT setup imaging is routinely obtained; however, this CBCT imaging data is not utilized to predict patient outcomes. Here, we analyzed whether changes in CBCT measurements obtained during a course of radiation therapy correlate with responses on routine 3-month follow-up diagnostic imaging and overall survival (OS). MATERIALS/METHODS Patients with oropharyngeal primary tumors who received radiation therapy between 2015 and 2018 were included. Anatomical measurements were collected of largest nodal conglomerate (LNC) at CT simulation, end of radiation treatment (EOT CBCT), and routine 3-month post-RT imaging. At each timepoint anteroposterior (AP), mediolateral (ML) and craniocaudal (CC) measurements were obtained and used to create a 2-dimensional (2D) maximum. RESULTS CBCT data from 64 node positive patients were analyzed. The largest nodal 2D maximum and CC measurements on EOT CBCT showed a statistically significant correlation with complete response on 3-month post-RT imaging (r = 0.313, p = 0.02 and r = 0.318, p = 0.02, respectively). Furthermore, patients who experienced a 30% or greater reduction in the CC dimension had improved OS (Binary Chi-Square HR 4.85, p = 0.028). CONCLUSION Decreased size of pathologic lymph nodes measured using CBCT setup imaging during a radiation course correlates with long term therapeutic response and overall survival of HNSCC patients. These results indicate that CBCT setup imaging may have utility as an early predictor of treatment response in oropharyngeal HNSCC.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Carcinoma, Squamous Cell/diagnostic imaging
- Carcinoma, Squamous Cell/mortality
- Carcinoma, Squamous Cell/pathology
- Carcinoma, Squamous Cell/radiotherapy
- Cone-Beam Computed Tomography/methods
- Female
- Follow-Up Studies
- Humans
- Image Processing, Computer-Assisted/methods
- Male
- Middle Aged
- Organs at Risk/radiation effects
- Oropharyngeal Neoplasms/diagnostic imaging
- Oropharyngeal Neoplasms/mortality
- Oropharyngeal Neoplasms/pathology
- Oropharyngeal Neoplasms/radiotherapy
- Prognosis
- Radiotherapy Dosage
- Radiotherapy Planning, Computer-Assisted/methods
- Radiotherapy, Image-Guided/methods
- Radiotherapy, Image-Guided/mortality
- Radiotherapy, Intensity-Modulated/methods
- Radiotherapy, Intensity-Modulated/mortality
- Retrospective Studies
- Survival Rate
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Affiliation(s)
- Whitney Sumner
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
| | - Sangwoo S Kim
- School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Lucas Vitzthum
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
| | - Kevin Moore
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
| | - Todd Atwood
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
| | - James Murphy
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
| | - Joseph A Califano
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
- Department of Surgery, Division of Otolaryngology, University of California, San Diego, La Jolla, CA, USA
| | - Loren K Mell
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Arno J Mundt
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, San Diego Moores Cancer Center, University of California, 3855 Health Sciences Drive, MC 0843, La Jolla, CA, 92093, USA.
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
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13
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Kim SS, Sumner WA, Miyauchi S, Cohen EEW, Califano JA, Sharabi AB. Role of B Cells in Responses to Checkpoint Blockade Immunotherapy and Overall Survival of Cancer Patients. Clin Cancer Res 2021; 27:6075-6082. [PMID: 34230025 DOI: 10.1158/1078-0432.ccr-21-0697] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 04/22/2021] [Accepted: 06/07/2021] [Indexed: 11/16/2022]
Abstract
The role of B cells in the tumor microenvironment and B-cell-mediated antitumor immune responses remains relatively understudied. Recent seminal studies have discovered that B cells and associated tertiary lymphoid structures correlate with responses to checkpoint blockade immunotherapy and are prognostic for overall survival of cancer patients. B-cell subsets have remarkable functional diversity and include professional antigen-presenting cells, regulatory cells, memory populations, and antibody-producing plasma cells. Importantly, secreted antibodies can independently activate innate immune responses and induce the cancer immunity cycle. Thus, B cells and B-cell-mediated antibody responses comprise the largely underappreciated second arm of the adaptive immune system and certainly deserve further attention in the field of oncology. Here, we review the known functions of B cells in the tumor microenvironment, the contribution of B cells to the antitumor activity of immunotherapies, and the role of B cells in the overall survival of cancer patients.
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Affiliation(s)
- Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, California
| | - Whitney A Sumner
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, California
| | - Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, California
| | - Ezra E W Cohen
- Department of Medicine, Division of Hematology-Oncology, University of California, San Diego, California
| | - Joseph A Califano
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, California.,Department of Surgery, Division of Otolaryngology, University of California, San Diego, California
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, California.
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14
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Voora RS, Panuganti B, Flagg M, Kumar A, Kotha NV, Qiao EM, Qian AS, Nelson TJ, Weissbrod PA, Stewart TF, Rose BS, Mell LK, Califano JA, Orosco RK. Patterns of failure after definitive treatment for T4a larynx cancer in the Veterans Affairs Health System. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.e18006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e18006 Background: Both chemoradiotherapy (CRT) and total laryngectomy (TL) with adjuvant therapy are curative-intent treatment options for patients with T4a larynx cancer. Disease recurrence is a known negative prognosicator, but differences in recurrence patterns and the subsequent survival associations are not well characterized. To address this knowledge gap, we present long-term recurrence and survival outcomes from a novel longitudinal data source. Methods: Retrospective study of non-metastatic T4a larynx cancer patients diagnosed between 2000-2017 who underwent curative-intent treatment (TL with adjuvant therapy or primary CRT) from the VA Informatics and Computing Infrastructure database. Adjuvant therapy consisted of either postoperative radiotherapy (RT) or CRT. Fine-Gray and Cox models were used to evaluate primary outcomes – time to locoregional recurrence and distant recurrence. Secondary outcomes included overall survival (OS), cancer-specific survival (CSS), non-cancer specific survival (NCSS), and disease-free survival (DFS). These multivariable models accounted for age, race, alcohol history, smoking status, education and income, Charlson-Deyo score, N-classification, and tumor subsite. Results: The study included 1,114 patients with a median follow-up time of 63.3 months among those alive at last follow up. In the TL group, adjuvant RT was used in 69% and adjuvant CRT was used in 31%. Median time to first recurrence was 24.4 months with overall incidence of 28.5% locoregional and 9.5% distant recurrence. Primary CRT patients had higher rates of locoregional (37.2 vs. 22.9%) and distant recurrence (13.3 vs. 7.0%) (p < 0.0001). Median OS was 27.3 months for CRT (95% CI: 23.6-32.4 months) and 47.5 months (95% CI: 39.6-52.1 months) for TL. Median DFS was 14.1 months for CRT (95% CI:12.5-17.2 months) and 37.9 months (95% CI 31.2-47.5 months) for TL. On multivariable analysis compared to CRT, TL was associated with longer time to locoregional (HR 0.50, 95% CI:0.40-0.61) and distant recurrence (HR 0.50, 95% CI:0.34-0.73). Having N+ disease increased risk of distant recurrence (HR 2.20, 95% CI:1.42-3.41). TL was associated with improved OS (HR 0.78, 95% CI:0.67 – 0.91), CSS (HR 0.73, 95% CI:0.59 – 0.89), and DFS (HR 0.58, 95% CI 0.49-0.69) compared to CRT; NCSS was equivalent between groups (HR 1.09, 95% CI:0.88-1.35). Of the CRT patients with locoregional failures, 67/163 (41.1%) were salvaged with surgery. Conclusions: In this cohort of T4a larynx cancer patients, surgical management demonstrated favorable recurrence and survival results. TL with adjuvant therapy was associated with significantly lower incidence of both locoregional and distant recurrence and increased OS, CSS and DFS compared to CRT. Lower probability of disease recurrence, in addition to a survival advantage, should be considered as an important advantage to up-front surgery.
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Affiliation(s)
| | | | | | | | - Nikhil V. Kotha
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA
| | - Edmund M. Qiao
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA
| | - Alexander S. Qian
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA
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15
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Kumar A, Cherry DR, Voora RS, Faraji F, Courtney PT, Finegersh A, Guo T, Cohen EE, Califano JA, Mell LK, Rose BS, Orosco RK. Transoral robotic surgery for human papillomavirus-associated oropharynx squamous cell carcinoma: Recurrence and survival in the Veterans Affairs health system. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.6054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6054 Background: Most transoral robotic surgery (TORS) literature comes from single and multi-institutional studies at tertiary-care academic intuitions. Long-term outcomes for patients with HPV-mediated oropharyngeal squamous cell carcinoma (HPV-OPSCC) treated with upfront TORS in other hospital settings across the United States are largely unknown. We present long-term recurrence and survival outcomes from a novel Veterans Health Administration (VHA) longitudinal dataset that includes patient-level data. Methods: Retrospective analysis of national VHA patients with p16-positive OPSCC diagnosed between January 2010 and December 2016, treated with TORS primary tumor resection with neck dissection. Outcome measures included: Cancer-specific survival (CSS), progression free survival (PFS), overall survival (OS), recurrence, extranodal extension (ENE), positive surgical margin (PSM), and adjuvant therapy regimen. Results: One hundred sixty-one patients were included of whom 29 (18%) were low-risk [0-1 metastatic lymph nodes, negative margins]; 45 (28%) intermediate-risk [close surgical margins, 2 to 4 metastatic nodes, LVI or PNI, pathologic T3 or T4 tumor]; and 87 (54%) high-risk [PSM, ENE, and/or ≥ 5 metastatic nodes]. ENE was present in 41% of cases and 24% of cases had positive surgical margins. Median follow-up was 5.6 years (95% CI 3.0-9.3). The 5-year CSS rates for low, intermediate, and high-risk groups were: 100%, 90.0% (95% CI 75.4-96.1%), and 88.7% (78.3-94.2%). On univariable analysis, pathologic factors associated with inferior CSS were: pT3-T4 tumor category (HR 3.81, 95% CI 1.31-11; p = 0.01), presence of more than four metastatic lymph nodes (HR 3.41, 95% CI 1.20-11; p = 0.02), and ENE (HR 3.53, 95% CI 1.06-12; p = 0.04). Close or PSM were not associated with CSS (HR 0.67, 95% CI 0.21 – 2.14; p = 0.50). In the low-risk group, 48% avoided adjuvant therapy and although there were five recurrences, none died from cancer. The intermediate-risk group was treated with adjuvant radiation in 64% of cases, and chemoradiation in 29% of cases; and there were five locoregional recurrences and three distant recurrences. Adjuvant chemoradiation was used in 68% of high-risk cases. Of the seven total patients with distant recurrences, six died of their disease. Conclusions: Our findings in this national cohort of Veterans with HPV-OPSCC demonstrate that TORS followed by adjuvant therapy yields favorable survival outcomes. Tumor-category, ENE, and more than four nodal metastases were the strongest adverse features in our data, and surgical margins did not have a significant impact on survival. Further investigations with large cohorts and prospective clinical trials are needed to elucidate the true oncologic implications of high-risk features and to identify patients best suited for de-intensified treatment.
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Affiliation(s)
| | | | | | | | | | | | - Theresa Guo
- University of California, San Diego, San Diego, CA
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16
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Pang J, Faraji F, Risa E, Mell LK, Houlton JJ, Califano JA. High rates of postoperative radiotherapy delay in head and neck cancer before and after Medicaid expansion. Head Neck 2021; 43:2672-2684. [PMID: 33998088 DOI: 10.1002/hed.26736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 04/22/2021] [Accepted: 04/29/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The objective is to study the effect of Medicaid expansion on postoperative radiation therapy (PORT) delay in patients with head and neck squamous cell carcinoma (HNSCC). METHODS Patients from the National Cancer Database with HNSCC undergoing curative-intent surgery in the 2 years before and after Medicaid expansion were analyzed (n = 11 717) using the difference-in-differences technique to study the effect on PORT delay. RESULTS The rate of PORT delay before and after expansion was 66.0% and 66.9%, respectively. Medicaid patients had more frequent PORT delay than privately insured patients (pre-expansion 77.2% vs. 59.4%, p < 0.001; post-expansion 76.5% vs. 60.9%, p < 0.001). Medicaid expansion had no effect on PORT delay [hazard ratio 0.95, 95% confidence interval 0.81-1.12]. Supplemental analyses revealed that pathologic stage, number of treating facilities, and comorbidities were among several factors associated with PORT delay in the cohort. CONCLUSION PORT delay is unacceptably frequent. Improvement in timely adjuvant therapy requires more than Medicaid expansion.
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Affiliation(s)
- John Pang
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, California, USA
| | - Farhoud Faraji
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, California, USA
| | - Erik Risa
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, USA
| | - Loren K Mell
- Department of Radiation Medicine, UC San Diego School of Medicine, San Diego, California, USA
| | - Jeffrey J Houlton
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, USA
| | - Joseph A Califano
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, California, USA.,Department of Surgery, Division of Otolaryngology Head and Neck Surgery, Moores Cancer Center, UC San Diego School of Medicine, La Jolla, San Diego, California, USA
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17
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Wang Z, Goto Y, Allevato MM, Wu VH, Saddawi-Konefka R, Gilardi M, Alvarado D, Yung BS, O'Farrell A, Molinolo AA, Duvvuri U, Grandis JR, Califano JA, Cohen EEW, Gutkind JS. Disruption of the HER3-PI3K-mTOR oncogenic signaling axis and PD-1 blockade as a multimodal precision immunotherapy in head and neck cancer. Nat Commun 2021; 12:2383. [PMID: 33888713 PMCID: PMC8062674 DOI: 10.1038/s41467-021-22619-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 03/16/2021] [Indexed: 12/31/2022] Open
Abstract
Immune checkpoint blockade (ICB) therapy has revolutionized head and neck squamous cell carcinoma (HNSCC) treatment, but <20% of patients achieve durable responses. Persistent activation of the PI3K/AKT/mTOR signaling circuitry represents a key oncogenic driver in HNSCC; however, the potential immunosuppressive effects of PI3K/AKT/mTOR inhibitors may limit the benefit of their combination with ICB. Here we employ an unbiased kinome-wide siRNA screen to reveal that HER3, is essential for the proliferation of most HNSCC cells that do not harbor PIK3CA mutations. Indeed, we find that persistent tyrosine phosphorylation of HER3 and PI3K recruitment underlies aberrant PI3K/AKT/mTOR signaling in PIK3CA wild type HNSCCs. Remarkably, antibody-mediated HER3 blockade exerts a potent anti-tumor effect by suppressing HER3-PI3K-AKT-mTOR oncogenic signaling and concomitantly reversing the immune suppressive tumor microenvironment. Ultimately, we show that HER3 inhibition and PD-1 blockade may provide a multimodal precision immunotherapeutic approach for PIK3CA wild type HNSCC, aimed at achieving durable cancer remission.
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Affiliation(s)
- Zhiyong Wang
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Yusuke Goto
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Michael M Allevato
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA
| | - Victoria H Wu
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA
| | - Robert Saddawi-Konefka
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, CA, USA.
| | - Mara Gilardi
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | | | - Bryan S Yung
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA
| | - Aoife O'Farrell
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Alfredo A Molinolo
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Umamaheswar Duvvuri
- Department of Otolaryngology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jennifer R Grandis
- Department of Otolaryngology-Head and Neck Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, UC San Diego School of Medicine, San Diego, CA, USA
| | - Ezra E W Cohen
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - J Silvio Gutkind
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA.
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18
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Fukusumi T, Guo TW, Ren S, Haft S, Liu C, Sakai A, Ando M, Saito Y, Sadat S, Califano JA. Reciprocal activation of HEY1 and NOTCH4 under SOX2 control promotes EMT in head and neck squamous cell carcinoma. Int J Oncol 2020; 58:226-237. [PMID: 33491747 PMCID: PMC7864008 DOI: 10.3892/ijo.2020.5156] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Accepted: 10/08/2020] [Indexed: 12/12/2022] Open
Abstract
Several comprehensive studies have demonstrated that the NOTCH pathway is altered in a bimodal manner in head and neck squamous cell carcinoma (HNSCC). In a previous study, it was found that the NOTCH4/HEY1 pathway was specifically upregulated in HNSCC and promoted epithelial-mesenchymal transition (EMT), and that HEY1 activation supported SOX2 expression. However, the interactions in this pathway have not yet been fully elucidated. The present study investigated the NOTCH4/HEY1/SOX2 axis in HNSCC using in vitro models and the Cancer Genome Atlas (TCGA) database. To explore the association, reporter and ChIP RT-qPCR assays using SOX2-overexpressing (SOX2-OE) cells were performed. The association between NOTCH4 and HEY1 was examined in the same manner using HEY1-overexpressing (HEY1-OE) cells. The results of the in vitro experiments indicated that HEY1 promoted EMT in the HNSCC cells. Furthermore, the overexpression of HEY1 also promoted sphere formation and increased murine xenograft tumorigenicity. Reporter assays and ChIP RT-qPCR experiments indicated that SOX2 regulated HEY1 expression via direct binding of the HEY1 promoter. HEY1 expression significantly correlated with SOX2 expression in primary lung SCC and other SCCs using the TCGA database. HEY1 also regulated NOTCH4 expression to create a positive reciprocal feedback loop. On the whole, the present study demonstrates that HEY1 expression in HNSCC is regulated via the promotion of SOX2 and promotes EMT. The NOTCH4/HEY1 pathway is specifically upregulated via a positive reciprocal feedback loop mediated by the HEY1-medaited regulation of NOTCH4 transcription, and SOX2 correlates with HEY1 expression in SCC from other primary sites.
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Affiliation(s)
- Takahito Fukusumi
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Theresa W Guo
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Shuling Ren
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Sunny Haft
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Chao Liu
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Akihiro Sakai
- Department of Otolaryngology‑Head and Neck Surgery, Tokai University, School of Medicine, Isehara, Kanagawa 259‑1193, Japan
| | - Mizuo Ando
- Department of Otolaryngology‑Head and Neck Surgery, University of Tokyo, Tokyo 113‑8655, Japan
| | - Yuki Saito
- Department of Otolaryngology‑Head and Neck Surgery, University of Tokyo, Tokyo 113‑8655, Japan
| | - Sayed Sadat
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92093, USA
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19
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Zhou J, Kane S, Curtis C, Ramsey C, Akhondzadeh MA, Banerjee A, Califano JA, Gold KA. Improving documentation of cancer staging at an academic cancer center utilizing an EMR-based system with public accountability. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.29_suppl.197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
197 Background: Accurate TNM staging of malignancy is essential to quality care of cancer patients but maintaining consistent documentation of appropriate staging remains a challenge. We identified documentation of TNM staging at our institution to be below target levels. We sought to improve documentation of staging in all patients at our cancer center with a diagnosis of malignancy by implementing both automated and manual reminders through our electronic medical record (EMR) software (Epic), as well as by using team accountability. Methods: We defined an expectation that all patients seen at UC San Diego Moores Cancer Center with a billing diagnosis of malignancy would have TNM staging documented in the EMR within 1 month of their initial visit. The project started in 1/2016, with a phased rollout to individual teams, including education and outreach prior to the start of performance tracking. We used the AJCC staging module in Epic and focused on all new patient visits with a billing diagnosis of malignancy. Providers were asked to add this diagnosis to the problem list and then document the stage using the AJCC staging module in EPIC. We tracked compliance by individual provider and by team and emailed performance reports to all providers on a monthly basis. To facilitate compliance, we initiated automatic Epic messages to providers for an unstaged cancer diagnosis on the problem list and followed up with a personal email from administrative staff if documentation was not completed in a timely manner. Results: At the initiation of this project, there was no standardized documentation of cancer staging. The project was phased in with the skin cancer and head and neck cancers teams in phase I. Compliance in the initial month of measurement was 28%. Within 3 months of implementation of the project, compliance was over 50%, and within 27 months, over 90%. Compliance has remained > 90% since. For 3/2020, 368 patients were eligible for staging and 98% were staged within a month of their visit. Conclusions: Documentation of TNM staging of malignancy was significantly improved by both automated and personal reminders with a vital component of team accountability. Further efforts to improve the current practice and culture of documentation for diagnosed cancer patients remains a crucial aspect of quality and safety.
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Affiliation(s)
| | - Shelly Kane
- University of California San Diego, La Jolla, CA
| | - Carl Curtis
- University of California San Diego, La Jolla, CA
| | - Celia Ramsey
- University of California San Diego, La Jolla, CA
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20
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Ren S, Gaykalova DA, Guo T, Favorov AV, Fertig EJ, Tamayo P, Callejas-Valera JL, Allevato M, Gilardi M, Santos J, Fukusumi T, Sakai A, Ando M, Sadat S, Liu C, Xu G, Fisch KM, Wang Z, Molinolo AA, Gutkind JS, Ideker T, Koch WM, Califano JA. HPV E2, E4, E5 drive alternative carcinogenic pathways in HPV positive cancers. Oncogene 2020; 39:6327-6339. [PMID: 32848210 PMCID: PMC7529583 DOI: 10.1038/s41388-020-01431-8] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 07/19/2020] [Accepted: 08/13/2020] [Indexed: 12/26/2022]
Abstract
The dominant paradigm for HPV carcinogenesis includes integration into the host genome followed by expression of E6 and E7 (E6/E7). We explored an alternative carcinogenic pathway characterized by episomal E2, E4, and E5 (E2/E4/E5) expression. Half of HPV positive cervical and pharyngeal cancers comprised a subtype with increase in expression of E2/E4/E5, as well as association with lack of integration into the host genome. Models of the E2/E4/E5 carcinogenesis show p53 dependent enhanced proliferation in vitro, as well as increased susceptibility to induction of cancer in vivo. Whole genomic expression analysis of the E2/E4/E5 pharyngeal cancer subtype is defined by activation of the fibroblast growth factor receptor (FGFR) pathway and this subtype is susceptible to combination FGFR and mTOR inhibition, with implications for targeted therapy.
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Affiliation(s)
- Shuling Ren
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.,Department of Otolaryngology-Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Daria A Gaykalova
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Alexander V Favorov
- Division of Oncology Biostatistics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, MD, USA.,Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Elana J Fertig
- Division of Oncology Biostatistics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Pablo Tamayo
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Juan Luis Callejas-Valera
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.,Cancer Biology and Immunotherapies group, Sanford Research, Sioux Falls, SD, USA
| | - Mike Allevato
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Mara Gilardi
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Jessica Santos
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Akihiro Sakai
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Mizuo Ando
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Sayed Sadat
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Guorong Xu
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Kathleen M Fisch
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Zhiyong Wang
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Alfredo A Molinolo
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - J Silvio Gutkind
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - Trey Ideker
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Wayne M Koch
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, CA, USA. .,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, CA, USA.
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21
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Crawford KL, Jafari A, Qualliotine JR, Stuart E, DeConde AS, Califano JA, Orosco RK. Elective neck dissection for T3/T4 cN0 sinonasal squamous cell carcinoma. Head Neck 2020; 42:3655-3662. [PMID: 32830895 DOI: 10.1002/hed.26418] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 06/03/2020] [Accepted: 08/03/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND In locally advanced sinonasal squamous cell carcinoma (SNSCC), management of the clinically node-negative (cN0) neck is variable and elective neck dissection (END) remains controversial. METHODS Patients with surgically treated T3/T4 cN0 M0 SNSCC were identified using the NCDB. Overall survival (OS) was assessed by Cox proportional hazard analysis in propensity score-matched cohorts. Factors associated with END were evaluated with logistic regression. RESULTS Two hundred twenty patients underwent END (19.6%). END did not correlated with OS in propensity score-matched cohorts (HR 0.971, 95% CI 0.677-1.392), a maxillary sinus tumor subgroup (HR 1.089, 95% CI 0.742-1.599), or by radiation status [radiation: (HR 0.802, 95% CI 0.584-1.102); no radiation: (HR 0.852, 95% CI 0.502-1.445)]. The occult metastasis rate in the END cohort was 12.7%. CONCLUSION END did not significantly improve OS in this study. Further information on disease-free survival is necessary to determine its role in advanced-stage SNSCC.
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Affiliation(s)
- Kayva L Crawford
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California, USA
| | - Aria Jafari
- Department of Otolaryngology-Head & Neck Surgery, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA.,Department of Otolaryngology-Head & Neck Surgery, Harvard Medical School, Boston, Massachusetts, USA
| | - Jesse R Qualliotine
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California, USA
| | - Emelia Stuart
- School of Medicine, University of California San Diego, San Diego, California, USA
| | - Adam S DeConde
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California, USA
| | - Joseph A Califano
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California, USA.,Moores Cancer Center, La Jolla, California, USA
| | - Ryan K Orosco
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California, USA.,Moores Cancer Center, La Jolla, California, USA
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22
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Facompre ND, Rajagopalan P, Sahu V, Pearson AT, Montone KT, James CD, Gleber-Netto FO, Weinstein GS, Jalaly J, Lin A, Rustgi AK, Nakagawa H, Califano JA, Pickering CR, White EA, Windle BE, Morgan IM, Cohen RB, Gimotty PA, Basu D. Identifying predictors of HPV-related head and neck squamous cell carcinoma progression and survival through patient-derived models. Int J Cancer 2020; 147:3236-3249. [PMID: 32478869 DOI: 10.1002/ijc.33125] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 04/25/2020] [Accepted: 05/11/2020] [Indexed: 02/06/2023]
Abstract
Therapeutic innovation for human papilloma virus-related (HPV+) head and neck squamous cell carcinomas (HNSCCs) is impaired by inadequate preclinical models and the absence of accurate biomarkers. Our study establishes the first well-characterized panel of patient-derived xenografts (PDXs) and organoids from HPV+ HNSCCs while determining fidelity of the models to the distinguishing genetic features of this cancer type. Despite low engraftment rates, whole exome sequencing showed that PDXs retain multiple distinguishing features of HPV+ HNSCC lost in existing cell lines, including PIK3CA mutations, TRAF3 deletion and the absence of EGFR amplifications. Engrafted HPV+ tumors frequently contained NOTCH1 mutations, thus providing new models for a negatively prognostic alteration in this disease. Genotype-phenotype associations in the models were then tested for prediction of tumor progression and survival in published clinical cohorts. Observation of high tumor mutational burdens (TMBs) in the faster-growing models facilitated identification of a novel association between TMB and local progression in both HPV+ and HPV- patients that was prognostic in HPV- cases. In addition, reduced E7 and p16INK4A levels found in a PDX from an outlier case with lethal outcome led to detection of similar profiles among recurrent HPV+ HNSCCs. Transcriptional data from the Cancer Genome Atlas was used to demonstrate that the lower E2F target gene expression predicted by reduced E7 levels has potential as a biomarker of disease recurrence risk. Our findings bridge a critical gap in preclinical models for HPV+ HNSCCs and simultaneously reveal novel potential applications of quantifying mutational burden and viral oncogene functions for biomarker development.
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Affiliation(s)
- Nicole D Facompre
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Pavithra Rajagopalan
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Varun Sahu
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Kathleen T Montone
- Department of Pathology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Claire D James
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | | | - Gregory S Weinstein
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jalal Jalaly
- Department of Pathology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alexander Lin
- Department of Radiation Oncology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Anil K Rustgi
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hiroshi Nakagawa
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joseph A Califano
- Department of Surgery, University of California San Diego, San Diego, California, USA
| | - Curtis R Pickering
- Department of Head and Neck Surgery, The MD Anderson Cancer Center, Houston, Texas, USA
| | - Elizabeth A White
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Bradford E Windle
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Iain M Morgan
- School of Dentistry, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Roger B Cohen
- Department of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Phyllis A Gimotty
- Department of Biostatistics, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Devraj Basu
- Department of Otorhinolaryngology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.,The Wistar Institute, Philadelphia, Pennsylvania, USA
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23
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Klebaner D, Saddawi‐Konefka R, Finegersh A, Yan CH, Califano JA, London NR, Deconde AS, Faraji F. Immunotherapy in sinonasal melanoma: treatment patterns and outcomes compared to cutaneous melanoma. Int Forum Allergy Rhinol 2020; 10:1087-1095. [DOI: 10.1002/alr.22628] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/18/2020] [Accepted: 05/18/2020] [Indexed: 12/22/2022]
Affiliation(s)
- Daniella Klebaner
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
- School of MedicineUniversity of California San Diego La Jolla CA
| | - Robert Saddawi‐Konefka
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
| | - Andrey Finegersh
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
| | - Carol H. Yan
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
- Moores Cancer Center of UCSDUniversity of California San Diego La Jolla CA
| | - Joseph A. Califano
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
- Moores Cancer Center of UCSDUniversity of California San Diego La Jolla CA
| | - Nyall R. London
- Sinonasal and Skull Base Tumor ProgramNational Institute of Deafness and Communication Disorders, National Institutes of Health Bethesda MD
- Department of Otolaryngology–Head and Neck SurgeryJohns Hopkins Medicine Baltimore MD
| | - Adam S. Deconde
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
- Moores Cancer Center of UCSDUniversity of California San Diego La Jolla CA
| | - Farhoud Faraji
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUniversity of California San Diego Health La Jolla CA
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24
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Facompre ND, Rajagopalan P, Pearson AT, Montone KT, James CD, Gleber-Netto FO, Nakagawa H, White EA, Rustgi AK, Califano JA, Pickering CR, Windle B, Morgan IM, Gimotty PA, Basu D. Abstract A01: HPV+ oral cancer PDXs identify prognostic utility for E2F target gene expression and mutation burden. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.aacrahns19-a01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Barriers to advancing therapy for HPV-related (HPV+) head and neck squamous cell carcinomas (HNSCCs) include a paucity of preclinical models and difficulty prospectively identifying the minority of cases with lethal potential. This study therefore sought to establish HPV+ patient-derived models with high genetic fidelity and use them to help identify aggressive molecular subtypes of HPV+ HNSCC. Using whole-exome sequence and viral transcript analysis, nine stably passaged patient-derived xenogafts (PDXs) were found to avoid typical artifacts in HPV+ cell lines, which include loss of canonical PIK3CA mutants, gains in 3q copy number, and increased viral integration. Notably, the models contained markedly increased rates of alteration in Notch pathway genes and in H3K4 methyltransferases than would be predicted by The Cancer Genome Atlas (TCGA). Although phenotypic correlates of these alterations were not overtly apparent in the models, analysis of their growth features uncovered strong positive associations of tumor mutational burden (TMB) with in vivo growth rate and in vitro organoid propagation capacity. This observation led to identification of a novel association in TCGA between TMB and both reduced local progression and survival of early HPV-negative HNSCCs, which was further validated in esophageal squamous cell carcinomas. Although TMB failed to be prognostic in the HPV+ HNSCCs, insight into high-risk HPV+ molecular features was provided by a PDX from an unusual case that suffered lethal relapse shortly after definitive therapy. Reduced viral E7 and p16INK4A expression was identified both in this model and in early lethal HPV+ cases in TCGA as well as those in a second HPV+ HNSCC cohort (JHU). The lower E7 and p16INK4A levels here suggested a diminished imprint of viral oncogene function upon cell cycle regulation in lethal cases. Hierarchical clustering of the cohorts using a broad E2F target gene expression panel revealed a distinctive pattern of E2F target dysregulation in the clusters that captured the early lethal cases. A subset of ten transcripts optimally predicted survival independent of stage in both TCGA and JHU cohorts. This analysis of the largest panel of HPV+ HNSCC PDXs described to date identified robust models for PIK3CA activation, Notch pathway dysregulation, and altered H3K4 methylation in this disease. At the same time, it defined novel clinical correlates of TMB and E2F target expression pattern that have potential utility in guiding risk stratification, biomarker development, and trial design.
Citation Format: Nicole D. Facompre, Pavithra Rajagopalan, Alexander T. Pearson, Kathleen T. Montone, Claire D. James, Frederico O. Gleber-Netto, Hiroshi Nakagawa, Elizabeth A. White, Anil K. Rustgi, Joseph A. Califano, Curtis R. Pickering, Bradley Windle, Iaian M. Morgan, Phyllis A. Gimotty, Devraj Basu. HPV+ oral cancer PDXs identify prognostic utility for E2F target gene expression and mutation burden [abstract]. In: Proceedings of the AACR-AHNS Head and Neck Cancer Conference: Optimizing Survival and Quality of Life through Basic, Clinical, and Translational Research; 2019 Apr 29-30; Austin, TX. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(12_Suppl_2):Abstract nr A01.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Devraj Basu
- 1University of Pennsylvania, Philadelphia, PA,
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Pang J, Crawford K, Faraji F, Ramsey C, Kemp A, Califano JA. An Analysis of 1-Year Charges for Head and Neck Cancer: Targets for Value-Based Interventions. Otolaryngol Head Neck Surg 2020; 163:546-553. [PMID: 32450778 DOI: 10.1177/0194599820921401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To identify the dominant clinical factors associated with increased 1-year charges in treating head and neck cancer. STUDY DESIGN Retrospective review. SETTING Single academic institution. SUBJECTS AND METHODS We retrospectively reviewed 1-year charges for 196 consecutive patients with head and neck cancer (HNC) who were treated exclusively at our institution. We analyzed charges by department as well as factors associated with increased charges per multivariable regression. RESULTS The mean age was 59.6 years (SD, 14.9). Most of the population was male (64%), white (70%), and commercially insured (46%). The most common primary sites were the oropharynx (25%; 76%, HPV positive), skin (19%), and thyroid (17%). Eighty-three percent of total charges were due to standard-of-care treatment for HNC: surgery ($16 million), radiation therapy ($22 million), or chemotherapy ($11 million). The median total charge per patient was $212,484 (interquartile range, $78,630-$475,823). Multivariable regression demonstrated that the following were associated with increased charges: nasopharynx subsite ($250,929 [95% CI, $93,290-$408,569]; effect size in US dollars, P = .002), advanced stage (American Joint Committee on Cancer, seventh edition; $80,331 [$22,726-$137,936], P = .007), therapeutic surgery ($281,893 [$117,371-$446,415], P = .001), chemotherapy ($183,331 [$125,497-$241,165], P < .001), radiation ($203,397 [$143,454-$263,341], P < .001), surgical complication requiring return to the operating room ($147,247 [$37,240-$257,254], P = .009), emergency department visits ($89,050 [$23,811-$154,289], P = .008), and admissions ($140,894 [$82,895-$198,893], P < .001; constant, -$233,927 [-$410,790 to -$57,064]). The top quartile accrued 55% of the total charges. CONCLUSION Radiation, followed by surgery and chemotherapy, were the most expensive components of HNC care. In this analysis, we identified the dominant clinical factors associated with increased charges.
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Affiliation(s)
- John Pang
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
| | - Kayva Crawford
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
| | - Farhoud Faraji
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
| | - Celia Ramsey
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
| | - Aaron Kemp
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, School of Medicine, University of California-San Diego, La Jolla, CA, USA
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Sakai A, Ando M, Fukusumi T, Ren S, Liu C, Qualliotine J, Haft S, Sadat S, Saito Y, Guo TW, Xu G, Sasik R, Fisch KM, Gutkind JS, Fertig EJ, Molinolo AA, Califano JA. Aberrant expression of CPSF1 promotes head and neck squamous cell carcinoma via regulating alternative splicing. PLoS One 2020; 15:e0233380. [PMID: 32437477 PMCID: PMC7241804 DOI: 10.1371/journal.pone.0233380] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Accepted: 05/03/2020] [Indexed: 12/22/2022] Open
Abstract
Alternative mRNA splicing increases protein diversity, and alternative splicing events (ASEs) drive oncogenesis in multiple tumor types. However, the driving alterations that underlie the broad dysregulation of ASEs are incompletely defined. Using head and neck squamous cell carcinoma (HNSCC) as a model, we hypothesized that the genomic alteration of genes associated with the spliceosome may broadly induce ASEs across a broad range of target genes, driving an oncogenic phenotype. We identified 319 spliceosome genes and employed a discovery pipeline to identify 13 candidate spliceosome genes altered in HNSCC using The Cancer Genome Atlas (TCGA) HNSCC data. Phenotypic screens identified amplified and overexpressed CPSF1 as a target gene alteration that was validated in proliferation, colony formation, and apoptosis assays in cell line and xenograft systems as well as in primary HNSCC. We employed knockdown and overexpression assays followed by identification of ASEs regulated by CPSF1 overexpression to identify changes in ASEs, and the expression of these ASEs was validated using RNA from cell line models. Alterations in expression of spliceosome genes, including CPSF1, may contribute to HNSCC by mediating aberrant ASE expression.
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Affiliation(s)
- Akihiro Sakai
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
- Department of Otolaryngology, Head and Neck Surgery, Tokai University, Isehara, Japan
| | - Mizuo Ando
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jesse Qualliotine
- Division of Otolaryngology, Head and Neck Surgery, Department of Surgery, University of California San Diego, San Diego, CA, United States of America
| | - Sunny Haft
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
| | - Sayed Sadat
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
| | - Yuki Saito
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
| | - Theresa W. Guo
- Department of Otolaryngology, Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, United States of America
| | - Guorong Xu
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, San Diego, CA, United States of America
| | - Roman Sasik
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, San Diego, CA, United States of America
| | - Kathleen M. Fisch
- Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, San Diego, CA, United States of America
| | - J. Silvio Gutkind
- Department of Pharmacology, University of California San Diego, San Diego, CA, United States of America
| | - Elana J. Fertig
- Division of Oncology Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins University, Baltimore, MD, United States of America
| | - Alfredo A. Molinolo
- Department of Pathology, University of California San Diego, San Diego, California, United States of America
| | - Joseph A. Califano
- Moores Cancer Center, University of California San Diego, San Diego, California, United States of America
- Division of Otolaryngology, Head and Neck Surgery, Department of Surgery, University of California San Diego, San Diego, CA, United States of America
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Finegersh A, Moss WJ, Saddawi-Konefka R, Faraji F, Coffey CS, Califano JA, Brumund KT, Orosco RK. Meta-analysis of risk of occult lymph node metastasis in the irradiated, clinically N0 neck. Head Neck 2020; 42:2355-2363. [PMID: 32432819 DOI: 10.1002/hed.26248] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 04/07/2020] [Accepted: 04/22/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Recurrent head and neck squamous cell carcinoma (HNSCC) after radiation is associated with poor survival, and management of the clinically negative (N0) neck during salvage surgery is controversial. METHODS Studies were selected according to preferred reporting items for systematic reviews and meta-analyses guidelines. Inclusion criteria were patients with HNSCC, prior radiation to the lateral neck nodal basin, undergoing salvage surgery for local recurrence, persistence or second primary, and N0 at time of salvage. Eleven studies with a total of 382 patients met inclusion criteria. RESULTS The rate of occult metastasis was 15.4%. The pooled rate of occult nodal metastasis was 16.2% for oral cavity, 12.9% for oropharynx, 23.7% for hypopharynx, and 27.3% for supraglottic or transglottic tumors. There was a significantly higher relative risk of occult metastasis for locally advanced tumors. CONCLUSION Elective neck dissection at time of salvage surgery should be considered based on subsite, T classification, and prior history of nodal metastasis.
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Affiliation(s)
- Andrey Finegersh
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA
| | - William J Moss
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, Commonwealth Health Center, Saipan, Northern Mariana Islands
| | - Robert Saddawi-Konefka
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA
| | - Farhoud Faraji
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA
| | - Charles S Coffey
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, VA San Diego Healthcare System, La Jolla, California, USA
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA
| | - Kevin T Brumund
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, VA San Diego Healthcare System, La Jolla, California, USA
| | - Ryan K Orosco
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, San Diego, California, USA
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Saito Y, Favorov AV, Forman M, Ren S, Sakai A, Fukusumi T, Liu C, Sadat S, Ando M, Xu G, Khan Z, Pang J, Valsamakis A, Fisch KM, Califano JA. Rational genomic optimization of DNA detection for human papillomavirus type 16 in head and neck squamous cell carcinoma. Head Neck 2020; 42:688-697. [PMID: 31850594 PMCID: PMC7699136 DOI: 10.1002/hed.26041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 11/12/2019] [Accepted: 12/03/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND We aimed to use genomic data for optimizing polymerase chain reaction (PCR) primer/probe sets for detection of human papillomavirus (HPV)-16 in body fluids of patients with HPV-related head and neck squamous cell carcinoma (HPV-HNSCC). METHODS We used genomic HPV-HNSCC sequencing data from a single institutional and a TCGA cohort. Optimized primer/probe sets were designed and tested for analytical performance in CaSki HPV-16 genome and confirmed in salivary rinse samples from patients with HPV-HNSCC. RESULTS The highest read density was observed between E5 and L2 regions. The E1 region contained a region that was universally present. Among candidate PCR primer/probe sets created, six reliably detected 30 HPV-16 copy number. In a CLIA certified laboratory setting, the combination of two novel primer/probe with E7 sets improved performance in salivary rinse samples with a sensitivity of 96% and specificity of 100%. CONCLUSIONS PCR-based detection of HPV-16 DNA in HPV-HNSCC can be improved using rational genomic design.
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Affiliation(s)
- Yuki Saito
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Alexander V. Favorov
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
- Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Moscow, Russia
| | - Michael Forman
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Akihiro Sakai
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Sayed Sadat
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Mizuo Ando
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Guorong Xu
- Center for Computational Biology & Bioinformatics, Department of Medicine, University of California San Diego, San Diego, California
| | - Zubair Khan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Hospital, Baltimore, Maryland
| | - John Pang
- Moores Cancer Center, University of California San Diego, San Diego, California
| | - Alex Valsamakis
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Kathleen M. Fisch
- Center for Computational Biology & Bioinformatics, Department of Medicine, University of California San Diego, San Diego, California
| | - Joseph A. Califano
- Moores Cancer Center, University of California San Diego, San Diego, California
- Division of Otolaryngology Head and Neck Surgery, Department of Surgery, University of California San Diego, San Diego, California
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Kim SS, Shen S, Miyauchi S, Sanders PD, Franiak-Pietryga I, Mell L, Gutkind JS, Cohen EEW, Califano JA, Sharabi AB. B Cells Improve Overall Survival in HPV-Associated Squamous Cell Carcinomas and Are Activated by Radiation and PD-1 Blockade. Clin Cancer Res 2020; 26:3345-3359. [PMID: 32193227 DOI: 10.1158/1078-0432.ccr-19-3211] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 01/22/2020] [Accepted: 03/16/2020] [Indexed: 01/05/2023]
Abstract
PURPOSE To characterize the role of B cells on human papilloma virus (HPV)-associated cancer patient outcomes and determine the effects of radiation and PD-1 blockade on B-cell populations. EXPERIMENTAL DESIGN Tumor RNA-sequencing data from over 800 patients with head and neck squamous cell carcinoma (HNSCC) and cervical cancer, including a prospective validation cohort, was analyzed to study the impact of B-cell gene expression on overall survival (OS). A novel murine model of HPV+ HNSCC was used to study the effects of PD-1 blockade and radiotherapy on B-cell activation, differentiation, and clonality including analysis by single-cell RNA-sequencing and B-cell receptor (BCR)-sequencing. Human protein microarray was then used to quantify B-cell-mediated IgG and IgM antibodies to over 16,000 proteins in the serum of patients treated on a clinical trial with PD-1 blockade. RESULTS RNA-sequencing identified CD19 and IGJ as novel B-cell prognostic biomarkers for 3-year OS (HR, 0.545; P < 0.001). PD-1 blockade and radiotherapy enhance development of memory B cells, plasma cells, and antigen-specific B cells. BCR-sequencing found that radiotherapy enhances B-cell clonality, decreases CDR3 length, and induces B-cell somatic hypermutation. Single-cell RNA-sequencing identified dramatic increases in B-cell germinal center formation after PD-1 blockade and radiotherapy. Human proteome array revealed enhanced IgG and IgM antibody responses in patients who derived clinical benefit but not those with progressive disease after treatment with PD-1 blockade. CONCLUSIONS These findings establish a key role for B cells in patient outcomes and responses to PD-1 blockade in HPV-associated squamous cell carcinomas and demonstrate the need for additional diagnostics and therapeutics targeting B cells.
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Affiliation(s)
- Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California.,School of Medicine, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Sarek Shen
- School of Medicine, Moores Cancer Center, University of California, San Diego, La Jolla, California.,Department of Surgery, Division of Otolaryngology, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - P Dominick Sanders
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Ida Franiak-Pietryga
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Loren Mell
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - J Silvio Gutkind
- Department of Pharmacology, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Ezra E W Cohen
- Department of Medicine, Division of Hematology-Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Joseph A Califano
- Department of Surgery, Division of Otolaryngology, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, Moores Cancer Center, University of California, San Diego, La Jolla, California.
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Shen S, Saito Y, Ren S, Liu C, Guo T, Qualliotine J, Khan Z, Sadat S, Califano JA. Targeting Viral DNA and Promoter Hypermethylation in Salivary Rinses for Recurrent HPV-Positive Oropharyngeal Cancer. Otolaryngol Head Neck Surg 2020; 162:512-519. [PMID: 32041482 DOI: 10.1177/0194599820903031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE The incidence and survivorship of human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC) are increasing. Presence of HPV DNA and epigenetic alterations in salivary rinses are independently associated with clinical prognosis. We evaluated the utility of a combined panel in detecting disease recurrence during surveillance. We also assessed the assay's applicability in screening for HPV+ OPSCC. STUDY DESIGN Retrospective cohort study. SETTING Two tertiary academic hospitals. SUBJECTS AND METHODS Forty-nine patients with posttreatment OPSCC were enrolled. Separately, 21 treatment-naive patients and 40 controls were included in the screening analysis. Salivary rinses were obtained from these cohorts and biomarker levels were quantified. Receiver operative characteristic (ROC) curves and multivariate logistic models were used to assess performance of biomarker combinations. RESULTS Eight patients (16.3%) in the posttreatment cohort developed locoregional recurrence. Recurrence was associated with alcohol use (odds ratio [OR], 6.12; 95% confidence interval [CI], 0.26-3.79) and advanced nodal disease (OR, 2.21; 95% CI, 1.52-3.01). A panel of HPV DNA and methylated EDNRB improved detection of recurrent disease (area under the curve [AUC], 0.88) compared to single markers (AUC, 0.69-0.78). Positive biomarkers preceded clinical detection by 2.4 ± 1.6 months and was associated with nearly 40-fold risk of recurrence (OR, 36.4; 95% CI, 1.15-45.22). Within the screening analysis, single biomarkers demonstrated moderate sensitivity and specificity (AUC, 0.59-0.83) in the detection of primary disease. A panel combining HPV DNA markers with methylated EDNRB and methylated PAX5 improved AUC to 0.93. CONCLUSION Detection of high-risk HPV DNA or aberrant hypermethylation in oral rinses is associated with presence and recurrence of OPSCC. Targeting both markers in saliva may have utility in long-term surveillance.
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Affiliation(s)
- Sarek Shen
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Yuki Saito
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA.,Department of Otolaryngology-Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Jesse Qualliotine
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, USA
| | - Zubair Khan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Sayed Sadat
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA.,Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, USA
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Liu C, Sadat SH, Ebisumoto K, Sakai A, Panuganti BA, Ren S, Goto Y, Haft S, Fukusumi T, Ando M, Saito Y, Guo T, Tamayo P, Yeerna H, Kim W, Hubbard J, Sharabi AB, Gutkind JS, Califano JA. Cannabinoids Promote Progression of HPV-Positive Head and Neck Squamous Cell Carcinoma via p38 MAPK Activation. Clin Cancer Res 2020; 26:2693-2703. [PMID: 31932491 DOI: 10.1158/1078-0432.ccr-18-3301] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 11/01/2019] [Accepted: 01/08/2020] [Indexed: 12/13/2022]
Abstract
PURPOSE Human papillomavirus (HPV)-related head and neck squamous cell carcinoma (HNSCC) is associated with daily marijuana use and is also increasing in parallel with increased marijuana use in the United States. Our study is designed to define the interaction between cannabinoids and HPV-positive HNSCC. EXPERIMENTAL DESIGN The expression of cannabinoid receptors CNR1 and CNR2 was analyzed using The Cancer Genome Atlas (TCGA) HNSCC data. We used agonists, antagonists, siRNAs, or shRNA-based models to explore the roles of CNR1 and CNR2 in HPV-positive HNSCC cell lines and animal models. Cannabinoid downstream pathways involved were determined by Western blotting and analyzed in a primary HPV HNSCC cohort with single-sample gene set enrichment analysis (ssGSEA) and the OncoGenome Positioning System (Onco-GPS). RESULTS In TCGA cohort, the expression of CNR1 and CNR2 was elevated in HPV-positive HNSCC compared with HPV-negative HNSCC, and knockdown of CNR1/CNR2 expression inhibited proliferation in HPV-positive HNSCC cell lines. Specific CNR1 and CNR2 activation as well as nonselective cannabinoid receptor activation in cell lines and animal models promoted cell growth, migration, and inhibited apoptosis through p38 MAPK pathway activation. CNR1/CNR2 antagonists suppressed cell proliferation and migration and induced apoptosis. Using whole-genome expression analysis in a primary HPV HNSCC cohort, we identified specific p38 MAPK pathway activation signature in tumors from HPV HNSCC patients with objective measurement of concurrent cannabinoid exposure. CONCLUSIONS Cannabinoids can promote progression of HPV-positive HNSCC through p38 MAPK pathway activation.
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Affiliation(s)
- Chao Liu
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Sayed H Sadat
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Koji Ebisumoto
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Akihiro Sakai
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Bharat A Panuganti
- Division of Otolaryngology, Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yusuke Goto
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Sunny Haft
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Mizuo Ando
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Yuki Saito
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Theresa Guo
- Department of Otolaryngology, Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Pablo Tamayo
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Huwate Yeerna
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - William Kim
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Jacqueline Hubbard
- Department of Pathology, University of California San Diego, La Jolla, California
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Science, University of California San Diego, La Jolla, California
| | - J Silvio Gutkind
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, California. .,Division of Otolaryngology, Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
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Miyauchi S, Sanders PD, Guram K, Kim SS, Paolini F, Venuti A, Cohen EEW, Gutkind JS, Califano JA, Sharabi AB. HPV16 E5 Mediates Resistance to PD-L1 Blockade and Can Be Targeted with Rimantadine in Head and Neck Cancer. Cancer Res 2019; 80:732-746. [PMID: 31848196 DOI: 10.1158/0008-5472.can-19-1771] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 10/19/2019] [Accepted: 12/11/2019] [Indexed: 12/12/2022]
Abstract
There is a critical need to understand mechanisms of resistance and to develop combinatorial strategies to improve responses to checkpoint blockade immunotherapy (CBI). Here, we uncover a novel mechanism by which the human papillomavirus (HPV) inhibits the activity of CBI in head and neck squamous cell carcinoma (HNSCC). Using orthotopic HNSCC models, we show that radiation combined with anti-PD-L1 immunotherapy significantly enhanced local control, CD8+ memory T cells, and induced preferential T-cell homing via modulation of vascular endothelial cells. However, the HPV E5 oncoprotein suppressed immune responses by downregulating expression of major histocompatibility complex and interfering with antigen presentation in murine models and patient tumors. Furthermore, tumors expressing HPV E5 were rendered entirely resistant to anti-PD-L1 immunotherapy, and patients with high expression of HPV16 E5 had worse survival. The antiviral E5 inhibitor rimantadine demonstrated remarkable single-agent antitumor activity. This is the first report that describes HPV E5 as a mediator of resistance to anti-PD-1/PD-L1 immunotherapy and demonstrates the antitumor activity of rimantadine. These results have broad clinical relevance beyond HNSCC to other HPV-associated malignancies and reveal a powerful mechanism of HPV-mediated immunosuppression, which can be exploited to improve response rates to checkpoint blockade. SIGNIFICANCE: This study identifies a novel mechanism of resistance to anti-PD-1/PD-L1 immunotherapy mediated by HPV E5, which can be exploited using the HPV E5 inhibitor rimantadine to improve outcomes for head and neck cancer patients. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/4/732/F1.large.jpg.
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Affiliation(s)
- Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - P Dominick Sanders
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Kripa Guram
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California.,School of Medicine, University of California, San Diego, La Jolla, California
| | - Francesca Paolini
- HPV-Unit, UOSD Tumor Immunology and Immunotherapy, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Aldo Venuti
- HPV-Unit, UOSD Tumor Immunology and Immunotherapy, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Ezra E W Cohen
- Moores Cancer Center, University of California, San Diego, La Jolla, California.,Department of Medicine, Division of Hematology-Oncology, University of California, San Diego, La Jolla, California
| | - J Silvio Gutkind
- Moores Cancer Center, University of California, San Diego, La Jolla, California.,Department of Pharmacology, University of California, San Diego, La Jolla, California
| | - Joseph A Califano
- Moores Cancer Center, University of California, San Diego, La Jolla, California.,Department of Surgery, Division of Otolaryngology, University of California, San Diego, La Jolla, California
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California. .,Moores Cancer Center, University of California, San Diego, La Jolla, California
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Liu C, Guo T, Sakai A, Ren S, Fukusumi T, Ando M, Sadat S, Saito Y, Califano JA. A novel splice variant of LOXL2 promotes progression of human papillomavirus-negative head and neck squamous cell carcinoma. Cancer 2019; 126:737-748. [PMID: 31721164 DOI: 10.1002/cncr.32610] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 10/11/2019] [Accepted: 10/14/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is one of the most frequently diagnosed cancers worldwide. LOXL2 demonstrates alternative splicing events in patients with human papillomavirus (HPV)-negative HNSCC. The current study explored the role of a dominant LOXL2 variant in HPV-negative HNSCC. METHODS Expression of the LOXL2 variant was analyzed using The Cancer Genome Atlas cohorts and validated using quantitative reverse transcriptase-polymerase chain reaction in a separate primary tumor set. The authors defined the effect of LOXL2 splice variants in assays for cell proliferation using a cell viability assay and colony formation assay. Cell migration and invasion were examined using a cell scratch assay and transwell cell migration and invasion assay in LOXL2 splice variant gain and loss of expression cells. Western blot analysis and gene set enrichment analysis were used to explore the potential mechanism of the LOXL2 splice variant in HPV-negative HNSCC. RESULTS Expression of a novel LOXL2 variant was found to be upregulated in The Cancer Genome Atlas HPV-negative HNSCC, and confirmed in the separate primary tumor validation set. Analyses of loss and gain of function demonstrated that this LOXL2 variant enhanced proliferation, migration, and invasion in HPV-negative HNSCC cells and activated the FAK/AKT pathway. A total of 837 upregulated and 820 downregulated genes and 526 upregulated and 124 downregulated pathways associated with LOXL2 variant expression were identified using gene set enrichment analysis, which helped in developing a better understanding of the networks activated by this LOXL2 variant in patients with HPV-negative HNSCC. CONCLUSIONS The novel LOXL2 variant can promote the progression of HPV-negative HNSCC, in part through FAK/AKT pathway activation, which may provide a new potential therapeutic target among patients with HPV-negative HNSCC.
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Affiliation(s)
- Chao Liu
- Moores Cancer Center, University of California at San Diego, San Diego, California.,Department of Otolaryngology-Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Akihiro Sakai
- Moores Cancer Center, University of California at San Diego, San Diego, California
| | - Shuling Ren
- Moores Cancer Center, University of California at San Diego, San Diego, California.,Department of Otolaryngology-Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Takahito Fukusumi
- Moores Cancer Center, University of California at San Diego, San Diego, California
| | - Mizuo Ando
- Moores Cancer Center, University of California at San Diego, San Diego, California
| | - Sayed Sadat
- Moores Cancer Center, University of California at San Diego, San Diego, California
| | - Yuki Saito
- Moores Cancer Center, University of California at San Diego, San Diego, California
| | - Joseph A Califano
- Moores Cancer Center, University of California at San Diego, San Diego, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California at San Diego, San Diego, California
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Flam EL, Danilova L, Kelley DZ, Stavrovskaya E, Guo T, Considine M, Qian J, Califano JA, Favorov A, Fertig EJ, Gaykalova DA. Differentially Methylated Super-Enhancers Regulate Target Gene Expression in Human Cancer. Sci Rep 2019; 9:15034. [PMID: 31636280 PMCID: PMC6803762 DOI: 10.1038/s41598-019-51018-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 09/16/2019] [Indexed: 12/30/2022] Open
Abstract
Current literature suggests that epigenetically regulated super-enhancers (SEs) are drivers of aberrant gene expression in cancers. Many tumor types are still missing chromatin data to define cancer-specific SEs and their role in carcinogenesis. In this work, we develop a simple pipeline, which can utilize chromatin data from etiologically similar tumors to discover tissue-specific SEs and their target genes using gene expression and DNA methylation data. As an example, we applied our pipeline to human papillomavirus-related oropharyngeal squamous cell carcinoma (HPV + OPSCC). This tumor type is characterized by abundant gene expression changes, which cannot be explained by genetic alterations alone. Chromatin data are still limited for this disease, so we used 3627 SE elements from public domain data for closely related tissues, including normal and tumor lung, and cervical cancer cell lines. We integrated the available DNA methylation and gene expression data for HPV + OPSCC samples to filter the candidate SEs to identify functional SEs and their affected targets, which are essential for cancer development. Overall, we found 159 differentially methylated SEs, including 87 SEs that actively regulate expression of 150 nearby genes (211 SE-gene pairs) in HPV + OPSCC. Of these, 132 SE-gene pairs were validated in a related TCGA cohort. Pathway analysis revealed that the SE-regulated genes were associated with pathways known to regulate nasopharyngeal, breast, melanoma, and bladder carcinogenesis and are regulated by the epigenetic landscape in those cancers. Thus, we propose that gene expression in HPV + OPSCC may be controlled by epigenetic alterations in SE elements, which are common between related tissues. Our pipeline can utilize a diversity of data inputs and can be further adapted to SE analysis of diseased and non-diseased tissues from different organisms.
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Affiliation(s)
- Emily L Flam
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Ludmila Danilova
- Division of Oncology Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.,Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Dylan Z Kelley
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Elena Stavrovskaya
- Department of Bioengineering and Bioinformatics, Moscow State University, Moscow, 119992, Russia.,Institute for Information Transmission Problems, RAS, Moscow, 127994, Russia
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Michael Considine
- Division of Oncology Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Jiang Qian
- Department of Ophthalmology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Joseph A Califano
- Department of Surgery, Head and Neck Cancer Center, University of California, San Diego, California, USA
| | - Alexander Favorov
- Division of Oncology Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.,Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Elana J Fertig
- Division of Oncology Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
| | - Daria A Gaykalova
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
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Qualliotine JR, Bolat G, Beltrán-Gastélum M, de Ávila BEF, Wang J, Califano JA. Acoustic Nanomotors for Detection of Human Papillomavirus-Associated Head and Neck Cancer. Otolaryngol Head Neck Surg 2019; 161:814-822. [PMID: 31547769 DOI: 10.1177/0194599819866407] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Human papillomavirus (HPV)-associated oropharyngeal cancer (OPC) is a lethal disease with increasing incidence; however, technologies for early detection are limited. Nanomotors are synthetic nanostructures that can be powered by different mechanisms and functionalized for specific applications, such as biosensing. The objective of this investigation was to demonstrate an in vitro proof of concept for a novel nanomotor-based cancer detection approach toward in vivo detection of HPV-OPC. STUDY DESIGN In vitro cell line incubated with ultrasound-propelled nanomotors. SETTING Basic science and engineering laboratories. SUBJECTS AND METHODS Ultrasound-powered gold nanowire nanomotors were functionalized with graphene oxide and dye-labeled single-stranded DNA for the specific intracellular detection of HPV16 E6 mRNA transcripts. Nanomotors were incubated with HPV-positive or HPV-negative human OPC cells under static conditions or with an applied ultrasound field for 15 minutes. The resulting intracellular fluorescence was assessed with fluorescence microscopy and analysis software. RESULTS Nanomotors incubated with RNA extracted from HPV-positive OPC cells resulted in 60.7% of maximal fluorescence recovery, while incubation with RNA extracted from HPV-negative cells produced negligible fluorescence. Nanomotor incubation with intact HPV-negative cells produced minimal fluorescence (0.01 au), while incubation with HPV-positive cells produced a detectable signal (0.43 au) under static conditions and had 2.3-times greater intensity when powered with ultrasound. CONCLUSION Acoustically powered nanomotors can successfully identify HPV16 E6 mRNA transcripts extracellularly and within intact cells. This work represents the first step toward a novel, practical approach to address the challenge of visually detecting HPV-OPC in real time.
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Affiliation(s)
- Jesse R Qualliotine
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California, USA
| | - Gulcin Bolat
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Mara Beltrán-Gastélum
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | | | - Joseph Wang
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California, USA
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36
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Jafari A, Shen SA, Qualliotine JR, Orosco RK, Califano JA, DeConde AS. Impact of margin status on survival after surgery for sinonasal squamous cell carcinoma. Int Forum Allergy Rhinol 2019; 9:1205-1211. [PMID: 31436890 DOI: 10.1002/alr.22415] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Revised: 07/29/2019] [Accepted: 07/29/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Sinonasal squamous cell carcinoma (SNSCC) is the most common malignancy of the paranasal sinuses. Surgery is the mainstay of treatment, yet positive surgical margins (PSM) are common and the prognostic impact on overall survival (OS) is mixed. Given the heterogeneity of impact of PSM on OS within the literature, we hypothesized that extent of tumor extirpation (microscopic PSM vs macroscopic PSM) may play a role in OS. METHODS Patients with SNSCC were identified in the National Cancer Database (NCDB, n = 7808). Of these, 4543 patients underwent surgery, 3265 patients underwent nonsurgical therapy. Kaplan-Meier curves were used to compare OS between negative surgical margin (NSM), micro-PSM, and macro-PSM cohorts vs patients undergoing primary nonsurgical therapy in a propensity-score-matched analysis. Multivariable analysis of factors associated with macro-PSM was also performed. RESULTS One thousand thirty-three (22.0%) of the surgery patients had PSM, and approximately half (n = 521, 50.6%) of these had macro-PSM. When compared with nonsurgical treatment, propensity-score-matched results demonstrated improved OS in patients with NSM and micro-PSM (p < 0.001), but macro-PSM patients did not demonstrate improvement (p = 0.20). Tumor within the paranasal sinuses and advanced nodal classification (N2/N3) (odds ratio [OR], 1.18; p = 0.02; and OR, 15.09; p = 005, respectively) was associated with increased odds of macro-PSM on multivariable analysis. CONCLUSION We demonstrate that the degree of tumor extirpation correlates with OS. Macro-PSM did not confer a benefit to OS when compared with nonsurgical therapy, and factors including tumor location and advanced nodal status affect whether surgery will result in macro-PSM. Given these findings, informed, shared decisionmaking between patient and surgeon regarding nonsurgical alternatives should occur before electing to proceed with surgery in SNSCC.
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Affiliation(s)
- Aria Jafari
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, CA
| | - Sarek A Shen
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Jesse R Qualliotine
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, CA
| | - Ryan K Orosco
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Joseph A Califano
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Adam S DeConde
- Department of Surgery, Division of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, CA
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Orosco RK, Califano JA. HPV status, like politics, is local-evaluating p16 staining and a new staging system in a Dutch cohort of oropharynx cancer. Ann Oncol 2019; 29:1089-1090. [PMID: 29788169 DOI: 10.1093/annonc/mdy110] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- R K Orosco
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, UC San Diego Moores Cancer Center, La Jolla, USA.
| | - J A Califano
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, UC San Diego Moores Cancer Center, La Jolla, USA.
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38
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Afsari B, Guo T, Considine M, Florea L, Kagohara LT, Stein-O'Brien GL, Kelley D, Flam E, Zambo KD, Ha PK, Geman D, Ochs MF, Califano JA, Gaykalova DA, Favorov AV, Fertig EJ. Splice Expression Variation Analysis (SEVA) for inter-tumor heterogeneity of gene isoform usage in cancer. Bioinformatics 2019; 34:1859-1867. [PMID: 29342249 DOI: 10.1093/bioinformatics/bty004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 01/10/2018] [Indexed: 12/22/2022] Open
Abstract
Motivation Current bioinformatics methods to detect changes in gene isoform usage in distinct phenotypes compare the relative expected isoform usage in phenotypes. These statistics model differences in isoform usage in normal tissues, which have stable regulation of gene splicing. Pathological conditions, such as cancer, can have broken regulation of splicing that increases the heterogeneity of the expression of splice variants. Inferring events with such differential heterogeneity in gene isoform usage requires new statistical approaches. Results We introduce Splice Expression Variability Analysis (SEVA) to model increased heterogeneity of splice variant usage between conditions (e.g. tumor and normal samples). SEVA uses a rank-based multivariate statistic that compares the variability of junction expression profiles within one condition to the variability within another. Simulated data show that SEVA is unique in modeling heterogeneity of gene isoform usage, and benchmark SEVA's performance against EBSeq, DiffSplice and rMATS that model differential isoform usage instead of heterogeneity. We confirm the accuracy of SEVA in identifying known splice variants in head and neck cancer and perform cross-study validation of novel splice variants. A novel comparison of splice variant heterogeneity between subtypes of head and neck cancer demonstrated unanticipated similarity between the heterogeneity of gene isoform usage in HPV-positive and HPV-negative subtypes and anticipated increased heterogeneity among HPV-negative samples with mutations in genes that regulate the splice variant machinery. These results show that SEVA accurately models differential heterogeneity of gene isoform usage from RNA-seq data. Availability and implementation SEVA is implemented in the R/Bioconductor package GSReg. Contact bahman@jhu.edu or favorov@sensi.org or ejfertig@jhmi.edu. Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Bahman Afsari
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery
| | - Michael Considine
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center
| | - Liliana Florea
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Luciane T Kagohara
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center
| | - Genevieve L Stein-O'Brien
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center
| | - Dylan Kelley
- Department of Otolaryngology-Head and Neck Surgery
| | - Emily Flam
- Department of Otolaryngology-Head and Neck Surgery
| | | | - Patrick K Ha
- Department of Otolaryngology-Head and Neck Surgery, University of California, San Francisco, CA 94158, USA
| | - Donald Geman
- Department of Applied Mathematics & Statistics, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Michael F Ochs
- Department of Mathematics & Statistics, The College of New Jersey, Ewing, NJ 08628, USA
| | - Joseph A Califano
- Division of Otolaryngology, Department of Surgery, University of California, San Diego, CA 92093, USA
| | | | - Alexander V Favorov
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center.,Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, RAS, Moscow 119333, Russia
| | - Elana J Fertig
- Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center
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Ando M, Saito Y, Xu G, Bui NQ, Medetgul-Ernar K, Pu M, Fisch K, Ren S, Sakai A, Fukusumi T, Liu C, Haft S, Pang J, Mark A, Gaykalova DA, Guo T, Favorov AV, Yegnasubramanian S, Fertig EJ, Ha P, Tamayo P, Yamasoba T, Ideker T, Messer K, Califano JA. Publisher Correction: Chromatin dysregulation and DNA methylation at transcription start sites associated with transcriptional repression in cancers. Nat Commun 2019; 10:2415. [PMID: 31142745 PMCID: PMC6541594 DOI: 10.1038/s41467-019-10557-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The original version of this Article contained an error in the author affiliations. Trey Ideker was incorrectly associated with 'Department of Medicine (Oncology), Stanford University School of Medicine, 875 Blake Wilbur Dr, Palo Alto, CA 94304, USA.' This has now been corrected in both the PDF and HTML versions of the Article.
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Affiliation(s)
- Mizuo Ando
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA.,Department of Otolaryngology - Head and Neck Surgery, Graduate School of Medicine, University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yuki Saito
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA.,Department of Otolaryngology - Head and Neck Surgery, Graduate School of Medicine, University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Guorong Xu
- Department of Medicine, Center for Computational Biology and Bioinformatics, University of California San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
| | - Nam Q Bui
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA.,Department of Medicine (Oncology), Stanford University School of Medicine, 875 Blake Wilbur Dr, Palo Alto, CA, 94304, USA
| | - Kate Medetgul-Ernar
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Minya Pu
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Kathleen Fisch
- Department of Medicine, Center for Computational Biology and Bioinformatics, University of California San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Akihiro Sakai
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Sunny Haft
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - John Pang
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Adam Mark
- Department of Medicine, Center for Computational Biology and Bioinformatics, University of California San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
| | - Daria A Gaykalova
- Department of Otolaryngology - Head and Neck Surgery, Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD, 21287, USA
| | - Theresa Guo
- Department of Otolaryngology - Head and Neck Surgery, Johns Hopkins University School of Medicine, 601 N Caroline St, Baltimore, MD, 21287, USA
| | - Alexander V Favorov
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, 401 N Broadway, Baltimore, MD, 21231, USA.,Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Gubkina str. 3, Moscow, 119333, Russia
| | - Srinivasan Yegnasubramanian
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, 401 N Broadway, Baltimore, MD, 21231, USA
| | - Elana J Fertig
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, 401 N Broadway, Baltimore, MD, 21231, USA
| | - Patrick Ha
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, 2380 Sutter St, San Francisco, CA, 94115, USA
| | - Pablo Tamayo
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Tatsuya Yamasoba
- Department of Otolaryngology - Head and Neck Surgery, Graduate School of Medicine, University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Trey Ideker
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA
| | - Karen Messer
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, 3855 Health Sciences Dr, La Jolla, CA, 92093, USA. .,Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of California San Diego, 9300 Campus Point Drive, La Jolla, CA, 92037, USA.
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Karia PS, Morgan FC, Califano JA, Schmults CD. Comparison of Tumor Classifications for Cutaneous Squamous Cell Carcinoma of the Head and Neck in the 7th vs 8th Edition of the AJCC Cancer Staging Manual. JAMA Dermatol 2019; 154:175-181. [PMID: 29261835 DOI: 10.1001/jamadermatol.2017.3960] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Previous studies have shown that the AJCC Cancer Staging Manual, 7th edition (AJCC 7), tumor classification for cutaneous squamous cell carcinoma (CSCC) failed to accurately stratify disease-related outcomes. The recently released 8th edition (AJCC 8) features a revised tumor classification for only head and neck CSCC (HNCSCC). Objective To compare AJCC 7 and AJCC 8 tumor classifications for HNCSCC and to validate AJCC 8. Design, Setting, and Participants This was a 10-year retrospective cohort study (2000-2009) at an academic tertiary care center reviewing 680 primary HNCSCC tumors in 459 patients. Main Outcomes and Measures Primary HNCSCC tumors were reviewed for disease-related outcomes (DROs): local recurrence (LR), nodal metastasis (NM), and disease-specific death (DSD). Tumors were stratified by AJCC 7 and AJCC 8 tumor classification. Distinctiveness (outcome differences between categories), homogeneity (outcome similarity within categories), and monotonicity (outcome worsening with increasing categories) were assessed for both classifications. Results Most of the 459 patients were white (451 [98.3%]) and male (312 [68.0%]). AJCC 8 high tumor categories (T3/T4) accounted for 121 (17.8%) of total cases but 50 of 71 DROs (70.4%) (22 of 34 of LRs [64.7%], 17 of 24 NMs [70.8%], and 11 of 13 of DSDs [84.6%]). This was a significant improvement over AJCC 7, where only 12 of 71 DROs (16.9%) (4 of 34 LRs [11.8%], 3 of 24 NMs [12.5%], and 5 of 13 DSDs [38.5%]) occurred in T3/T4 categories. However, AJCC 8 T2 and T3 were indistinct, with overlapping 95% CIs for 10-year cumulative incidences of LR, NM, and DSD. The 10-year cumulative incidence of DROs in the 119 AJCC 8 T3 cases were 19.7% (95% CI, 13.0%-29.7%) for LR, 14.1% (95% CI, 9.7%-20.7%) for NM, and 9.3% (95% CI, 6.8%-14.0% for DSD). Conclusions and Relevance AJCC 8 demonstrates superior homogeneity and monotonicity compared with AJCC 7. It now may be possible for AJCC 8 HNCSCC T2, T3, and T4 cases to be recorded and tracked by tumor registries because they represented a 23.1% subset in this study, which includes nearly all poor outcomes (85.9%). Further work is needed to validate AJCC 8 with population-level data and to compare AJCC 8 performance against alternative tumor classifications.
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Affiliation(s)
- Pritesh S Karia
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Frederick C Morgan
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, La Jolla
| | - Chrysalyne D Schmults
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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41
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Basu D, Facompre ND, Gimotty PA, Rajagopalan P, Sahu V, Pearson AT, Califano JA, Netto F, Pickering CR. Identifying adverse molecular features of HPV+ head and neck cancers using patient-derived models. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.6057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6057 Background: Advancing therapy for human papilloma virus-related (HPV+) head and neck squamous cell carcinoma (HNSCC) is hindered by inadequate preclinical models and risk stratification tools. This study addresses both barriers by characterizing a panel of patient-derived xenografts (PDXs) that includes nine new models of HPV+ disease. Methods: Exome-sequenced genetic features of the PDXs were compared to their growth properties and the outcomes of their patients of origin. Genetic traits with potential prognostic utility were validated in multiple retrospective patient cohorts. Results: The HPV+ PDXs avoided known artifacts in HPV+ cell lines, including 3q amplifications and loss of PIK3CA mutants, while enriching for alterations in H3K4 methyltransferases and Notch pathway genes. A positive association emerged between PDX tumor mutational burden (TMB) and their growth efficiency both in vivo and as organoids. This finding led to identification in The Cancer Genome Atlas (TCGA) of an association between high TMB and worse survival of early-stage HPV-negative cancers but not HPV+ ones. Insight into aggressive HPV+ disease came from a PDX established from a patient before lethal relapse. The reduced levels of viral E7 and p16INK4A present in this model were also detected in early lethal HPV+ cases in TCGA as well as the recurrences in a second HPV+ HNSCC cohort (JHU). This observation suggested a diminished contribution of viral oncogenes to cell cycle dysregulation in aggressive cases. To evaluate this possibility, hierarchical clustering of both cohorts was performed based on expression of E2F target genes. This analysis discovered a distinct cell cycle-related transcriptional pattern in the clusters of cases containing the recurrences and early lethal events. Furthermore, a subset of these transcripts proved to be stage-independent predictors of survival for the HPV+ HNSCCs in both TCGA and JHU cohorts. Conclusions: Characterizing the most HPV+ patient-derived models described to date revealed novel prognostic utility for E2F target expression in HPV+ HNSCCs and TMB in HPV-negative HNSCCs. These features have potential for application to risk stratification, biomarker development, and trial design.
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Affiliation(s)
- Devraj Basu
- The University of Pennsylvania, Philadelphia, PA
| | | | | | | | - Varun Sahu
- The University of Pennsylvania, Philadelphia, PA
| | | | | | | | - Curtis R. Pickering
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
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42
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Saba NF, Li S, Hussain ZA, Subramanian R, Califano JA, Chung CH. Locally advanced high-risk HPV related oropharyngeal squamous cell carcinoma (OPSCC); have we forgotten it is a different disease? Cancers Head Neck 2019; 3:8. [PMID: 31093361 PMCID: PMC6460663 DOI: 10.1186/s41199-018-0035-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 09/25/2018] [Indexed: 12/01/2022]
Abstract
HPV related OPSCC has a distinct behavior and improved outcome. As immunotherapy has recently evolved into a new standard for advanced (SCCHN), trials for high-risk SCCHN have trended to encompass both HPV related and unrelated diseases. In this invited editorial, we question the wisdom of this approach and argue for the design of trials focused specifically on HPV related locally advanced oropharyngeal squamous cell carcinoma as a unique disease entity.
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Affiliation(s)
- Nabil F Saba
- 1Winship Cancer Institute, Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, 1365Clifton Road, building C, Atlanta, GA 30322 USA
| | - Shuli Li
- 2Harvard TH Chan School of Public Health, Boston, USA
| | - Zain A Hussain
- 3Radiation Oncology, Yale Cancer Center, Yale School of Medicine, New Haven, USA
| | | | - Joseph A Califano
- 5Division of Otolaryngology and Head and Neck Surgery, UC San Diego, San Diego, USA
| | - Christine H Chung
- 6Head and Neck and Endocrine Oncology, Moffitt Cancer Center, Tampa, USA
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43
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Haft S, Ren S, Xu G, Mark A, Fisch K, Guo TW, Khan Z, Pang J, Ando M, Liu C, Sakai A, Fukusumi T, Califano JA. Mutation of chromatin regulators and focal hotspot alterations characterize human papillomavirus-positive oropharyngeal squamous cell carcinoma. Cancer 2019; 125:2423-2434. [PMID: 30933315 DOI: 10.1002/cncr.32068] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 11/29/2018] [Accepted: 01/07/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Human papillomavirus (HPV)-associated oropharyngeal cancer is a disease clinically and biologically distinct from smoking-related head and neck squamous cell carcinoma (HNSCC). Despite its rapidly increasing incidence, the mutational landscape of HPV+ oropharyngeal squamous cell carcinoma (OPSCC) remains understudied. METHODS This article presents the first mutational analysis of the 46 HPV+ OPSCC tumors within the newly expanded cohort of 530 HNSCC tumors from The Cancer Genome Atlas. A separate exome sequencing analysis was also performed for 46 HPV+ OPSCCs matched to their normal lymphocyte controls from the Johns Hopkins University cohort. RESULTS There was a strikingly high 33% frequency of mutations within genes associated with chromatin regulation, including mutations in lysine methyltransferase 2C (KMT2C), lysine methyltransferase 2D (KMT2D), nuclear receptor binding SET domain protein 1 (NSD1), CREB binding protein (CREBBP), E1A-associated protein p300 (EP300), and CCCTC-binding factor (CTCF). In addition, the commonly altered genes phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit α (PIK3CA) and fibroblast growth factor receptor 3 (FGFR3) showed distinct domain-specific hotspot mutations in comparison with their HPV- counterparts. PIK3CA showed a uniquely high rate of mutations within the helicase domain, and FGFR3 contained a predominance of hotspot S249C alterations that were not found in HPV- HNSCC. CONCLUSIONS This analysis represents one of the largest studies to date of HPV+ OPSCC and lends novel insight into the genetic landscape of this biologically distinct disease, including a high rate of mutations in histone- and chromatin-modifying genes, which may offer novel therapeutic targets.
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Affiliation(s)
- Sunny Haft
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Shuling Ren
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Guorong Xu
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, California
| | - Adam Mark
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, California
| | - Kathleen Fisch
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Center for Computational Biology and Bioinformatics, Department of Medicine, University of California San Diego, La Jolla, California
| | - Theresa W Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Zubair Khan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - John Pang
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Mizuo Ando
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Department of Otolaryngology-Head and Neck Surgery, Tokyo University, Tokyo, Japan
| | - Chao Liu
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Akihiro Sakai
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Department of Otolaryngology, Center of Head and Neck Surgery, Tokai University, Isehara, Japan
| | - Takahito Fukusumi
- Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Joseph A Califano
- Moores Cancer Center, University of California San Diego, La Jolla, California.,Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
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44
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Miyauchi S, Kim SS, Pang J, Gold KA, Gutkind JS, Califano JA, Mell LK, Cohen EEW, Sharabi AB. Immune Modulation of Head and Neck Squamous Cell Carcinoma and the Tumor Microenvironment by Conventional Therapeutics. Clin Cancer Res 2019; 25:4211-4223. [PMID: 30814108 DOI: 10.1158/1078-0432.ccr-18-0871] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 01/18/2019] [Accepted: 02/21/2019] [Indexed: 12/13/2022]
Abstract
Head and neck squamous cell carcinoma (HNSCC) accounts for more than 600,000 cases and 380,000 deaths annually worldwide. Although human papillomavirus (HPV)-associated HNSCCs have better overall survival compared with HPV-negative HNSCC, loco-regional recurrence remains a significant cause of mortality and additional combinatorial strategies are needed to improve outcomes. The primary conventional therapies to treat HNSCC are surgery, radiation, and chemotherapies; however, multiple other targeted systemic options are used and being tested including cetuximab, bevacizumab, mTOR inhibitors, and metformin. In 2016, the first checkpoint blockade immunotherapy was approved for recurrent or metastatic HNSCC refractory to platinum-based chemotherapy. This immunotherapy approval confirmed the critical importance of the immune system and immunomodulation in HNSCC pathogenesis, response to treatment, and disease control. However, although immuno-oncology agents are rapidly expanding, the role that the immune system plays in the mechanism of action and clinical efficacy of standard conventional therapies is likely underappreciated. In this article, we focus on how conventional and targeted therapies may directly modulate the immune system and the tumor microenvironment to better understand the effects and combinatorial potential of these therapies in the context and era of immunotherapy.
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Affiliation(s)
- Sayuri Miyauchi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California
| | - Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California
| | - John Pang
- Division of Otolaryngology, Head and Neck Surgery, University of California, San Diego, La Jolla, California
| | - Kathryn A Gold
- Department of Medicine, Division of Hematology-Oncology, University of California, San Diego, La Jolla, California
| | - J Silvio Gutkind
- Department of Pharmacology, University of California, San Diego, La Jolla, California
| | - Joseph A Califano
- Division of Otolaryngology, Head and Neck Surgery, University of California, San Diego, La Jolla, California.,Department of Surgery, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Loren K Mell
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California
| | - Ezra E W Cohen
- Department of Medicine, Division of Hematology-Oncology, University of California, San Diego, La Jolla, California.,Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California. .,Moores Cancer Center, University of California, San Diego, La Jolla, California
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45
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Pang J, Tringale KR, Tapia VJ, Moss WJ, May ME, Furnish T, Barnachea L, Brumund KT, Sacco AG, Weisman RA, Nguyen QT, Harris JP, Coffey CS, Califano JA. Chronic Opioid Use Following Surgery for Oral Cavity Cancer. JAMA Otolaryngol Head Neck Surg 2019; 143:1187-1194. [PMID: 28445584 DOI: 10.1001/jamaoto.2017.0582] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- John Pang
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Kathryn R Tringale
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Viridiana J Tapia
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - William J Moss
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Megan E May
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Timothy Furnish
- Department of Anesthesiology, University of California, San Diego School of Medicine, San Diego
| | - Linda Barnachea
- Department of Pharmacy, University of California, San Diego School of Medicine, San Diego
| | - Kevin T Brumund
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Assuntina G Sacco
- Division of Medical Oncology, Department of Medicine, University of California, San Diego School of Medicine, San Diego
| | - Robert A Weisman
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Quyen T Nguyen
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Jeffrey P Harris
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Charles S Coffey
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
| | - Joseph A Califano
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego School of Medicine, San Diego
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46
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Pang J, Ching HH, Sobel RH, Orosco RK, Califano JA, Wang RC, Sanghvi P, Coffey CS. Implementation of submandibular gland transfer: A multi‐institutional study of feasibility and time to treatment. Head Neck 2019; 41:2182-2189. [DOI: 10.1002/hed.25685] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 12/13/2018] [Accepted: 01/10/2019] [Indexed: 12/14/2022] Open
Affiliation(s)
- John Pang
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUC San Diego School of Medicine San Diego California
| | - Harry H. Ching
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of Nevada, Las Vegas School of Medicine Las Vegas Nevada
| | - Ryan H. Sobel
- Johns Hopkins Head and Neck Surgery at Greater Baltimore Medical CenterMilton J. Dance Jr. Head and Neck Center Baltimore Maryland
| | - Ryan K. Orosco
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUC San Diego School of Medicine San Diego California
| | - Joseph A. Califano
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUC San Diego School of Medicine San Diego California
| | - Robert C. Wang
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of Nevada, Las Vegas School of Medicine Las Vegas Nevada
| | - Parag Sanghvi
- Department of Radiation Medicine and Applied SciencesUC San Diego School of Medicine San Diego California
| | - Charles S. Coffey
- Department of Surgery, Division of Otolaryngology‐Head and Neck SurgeryUC San Diego School of Medicine San Diego California
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47
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Califano JA, Khan Z, Noonan KA, Rudraraju L, Zhang Z, Wang H, Goodman S, Gourin CG, Ha PK, Fakhry C, Saunders J, Levine M, Tang M, Neuner G, Richmon JD, Blanco R, Agrawal N, Koch WM, Marur S, Weed DT, Serafini P, Borrello I. Correction: Tadalafil Augments Tumor-specific Immunity in Patients with Head and Neck Squamous Cell Carcinoma. Clin Cancer Res 2018; 24:6100. [PMID: 30510089 DOI: 10.1158/1078-0432.ccr-18-3298] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Bryant AK, Sojourner EJ, Vitzthum LK, Zakeri K, Shen H, Nguyen C, Murphy JD, Califano JA, Cohen EEW, Mell LK. Prognostic Role of p16 in Nonoropharyngeal Head and Neck Cancer. J Natl Cancer Inst 2018; 110:1393-1399. [PMID: 29878161 PMCID: PMC6292787 DOI: 10.1093/jnci/djy072] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 02/09/2018] [Accepted: 03/21/2018] [Indexed: 01/17/2023] Open
Abstract
Background Previous studies have reported conflicting information regarding the prognostic role of p16 in nonoropharyngeal head and neck squamous cell carcinoma (HNSCC). Methods Using the US Veterans Affairs database, we analyzed 1448 patients with locoregionally advanced HNSCC and known p16 status diagnosed between 2005 and 2015 and treated with surgery, radiotherapy, or chemoradiotherapy. Tumor p16 status was determined through manual review of pathology reports of primary tumor specimens. Oropharyngeal (n = 1061) or nonoropharyngeal (n = 387; hypopharyngeal, laryngeal, or oral cavity) tumor site was determined from tumor registry data and manually reviewed for accuracy. We used multivariable Cox regression to analyze the effect of p16 status on overall survival (OS), cancer-specific survival (CSS), and competing mortality (CM) for oropharyngeal or nonoropharyngeal tumor sites. All statistical tests were two-sided. Results In multivariable models adjusting for treatment, stage, age, comorbidity, and body mass index, patients with p16-positive tumors had improved OS, CSS, and CM compared with patients with p16-negative tumors in both oropharyngeal (OS: hazard ratio [HR] = 0.53, 95% confidence interval [CI] = 0.40 to 0.71, P < .001; CSS: HR = 0.50, 95% CI = 0.35 to 0.73, P < .001; CM: HR = 0.59, 95% CI = 0.38 to 0.93, P = .02) and nonoropharyngeal primary sites (OS: HR = 0.41, 95% CI = 0.25 to 0.69, P < .001; CSS: HR = 0.37, 95% CI = 0.18 to 0.77, P = .008; CM: HR = 0.46, 95% CI = 0.23 to 0.95, P = .04). The prognostic impact of p16 status did not statistically significantly differ by primary tumor site for OS, CSS, or CM (Pinteraction > .05). Conclusions Our findings support the hypothesis that p16 has a similar prognostic role in both nonoropharyngeal and oropharyngeal cancer. Consideration should be given to increased testing for p16 in laryngeal, hypopharyngeal, and oral cavity primaries.
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Affiliation(s)
- Alex K Bryant
- Department of Radiation Medicine and Applied Sciences
| | | | | | - Kaveh Zakeri
- Department of Radiation Medicine and Applied Sciences
| | - Hanjie Shen
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health
| | | | | | | | - Ezra E W Cohen
- Division of Hematology and Oncology, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Loren K Mell
- Department of Radiation Medicine and Applied Sciences
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49
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Kelley DZ, Flam EL, Guo T, Danilova LV, Zamuner FT, Bohrson C, Considine M, Windsor EJ, Bishop JA, Zhang C, Koch WM, Sidransky D, Westra WH, Chung CH, Califano JA, Wheelan S, Favorov AV, Florea L, Fertig EJ, Gaykalova DA. Functional characterization of alternatively spliced GSN in head and neck squamous cell carcinoma. Transl Res 2018; 202:109-119. [PMID: 30118659 PMCID: PMC6218276 DOI: 10.1016/j.trsl.2018.07.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 07/11/2018] [Accepted: 07/13/2018] [Indexed: 12/12/2022]
Abstract
We have recently performed the characterization of alternative splicing events (ASEs) in head and neck squamous cell carcinoma, which allows dysregulation of protein expression common for cancer cells. Such analysis demonstrated a high ASE prevalence among tumor samples, including tumor-specific alternative splicing in the GSN gene.In vitro studies confirmed that overall expression of either ASE-GSN or wild-type GSN (WT-GSN) isoform inversely correlated with cell proliferation, whereas the high ratio of ASE-GSN to WT-GSN correlated with increased cellular invasion. Additionally, a change in expression of either isoform caused compensatory changes in expression of the other isoform. Our results suggest that the overall expression and the balance between GSN isoforms are mediating factors in proliferation, while increased overall expression of ASE-GSN is specific to cancer tissues. As a result, we propose ASE-GSN can serve not only as a biomarker of disease and disease progression, but also as a neoantigen for head and neck squamous cell carcinoma treatment, for which only a limited number of disease-specific targeted therapies currently exist.
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Affiliation(s)
- Dylan Z Kelley
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Emily L Flam
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ludmila V Danilova
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland; Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Fernando T Zamuner
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Craig Bohrson
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael Considine
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Eric J Windsor
- Department of Biotechnology, Maryland Holistics LLC, Ellicott City, Maryland
| | - Justin A Bishop
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Chi Zhang
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Wayne M Koch
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David Sidransky
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William H Westra
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Christine H Chung
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Joseph A Califano
- Head and Neck Cancer Center, Moores Cancer Center, University of California, San Diego, La Jolla, California; Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, La Jolla, California
| | - Sarah Wheelan
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alexander V Favorov
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland; Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Liliana Florea
- McKusick-Nathans Institute of Genetic Medicine, Center for Computational Biology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elana J Fertig
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Otolaryngology-Head and Neck Surgery (OHNS), University of California, San Francisco, California
| | - Daria A Gaykalova
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Nanjappa V, Raja R, Radhakrishnan A, Jain AP, Datta KK, Puttamallesh VN, Solanki HS, Chavan S, Patil A, Renuse S, Jain A, Mathew D, Thakur R, Guerrero-Preston R, Nair B, Routray S, Mohanty N, Gowda KBL, Jadav R, Ghosal S, Kumar RV, Ramesha C, Raghu VC, Mathur PP, Prasad TSK, Califano JA, Sidransky D, Pal A, Ganesh MS, Ray JG, Pandey A, Gowda H, Chatterjee A. Testican 1 (SPOCK1) and protein tyrosine phosphatase, receptor type S (PTPRS) show significant increase in saliva of tobacco users with oral cancer. Translational Research in Oral Oncology 2018. [DOI: 10.1177/2057178x18800534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objectives: To identify potential candidate proteins which are secretory in nature and present at a higher abundance in oral cancer patients with tobacco habits. Methods: Conditioned media of tobacco-treated and -untreated non-neoplastic oral keratinocytes were analyzed using iTRAQ-based mass spectrometry. Hypersecreted proteins; SPARC (osteonectin), cwcv and kazal like domains proteoglycan 1 (SPOCK1); prosaposin (PSAP); and protein tyrosine phosphatase, receptor type S (PTPRS) were validated by enzyme-linked immunosorbent assay (ELISA) using saliva samples from oral cancer patients who are tobacco users. Results: Proteomic analysis of tobacco-treated and -untreated cells led to the identification of 2873 proteins. Among these, 378 proteins showed high abundance and 253 proteins showed low abundance (2-fold cutoff) in conditioned-media of tobacco-treated cells. ELISA-based validation showed significantly higher levels of SPOCK1, PSAP, and PTPRS in oral cancer patients with tobacco chewing habits compared to healthy controls. However, PSAP showed low specificity compared to SPOCK1 and PTPRS. Conclusions: This study indicates significantly increased levels of SPOCK1, PSAP, and PTPRS in saliva of oral cancer patients with tobacco habits. These protein biomarkers might be useful to identify tobacco users with high risk of developing oral cancers.
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Affiliation(s)
- Vishalakshi Nanjappa
- Institute of Bioinformatics, Bangalore, Karnataka, India
- Amrita School of Biotechnology, Amrita University, Kollam, Kerala, India
| | - Remya Raja
- Institute of Bioinformatics, Bangalore, Karnataka, India
- Manipal Academy of Higher Education, Manipal, Karnataka, India
| | | | - Ankit P Jain
- Institute of Bioinformatics, Bangalore, Karnataka, India
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India
| | | | - Vinuth N Puttamallesh
- Institute of Bioinformatics, Bangalore, Karnataka, India
- Amrita School of Biotechnology, Amrita University, Kollam, Kerala, India
| | - Hitendra S Solanki
- Institute of Bioinformatics, Bangalore, Karnataka, India
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India
| | - Sandip Chavan
- Institute of Bioinformatics, Bangalore, Karnataka, India
| | - Arun Patil
- Institute of Bioinformatics, Bangalore, Karnataka, India
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India
| | - Santosh Renuse
- Institute of Bioinformatics, Bangalore, Karnataka, India
| | - Anu Jain
- Department of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Don Mathew
- Department of Radiotherapy, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Reetu Thakur
- Department of Radiotherapy, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Rafael Guerrero-Preston
- Head and Neck Cancer Research Division, Otolaryngology Department, School of Medicine, The Johns Hopkins University, Baltimore, USA
- Department of Obstetrics and Gynecology, University of Puerto Rico School of Medicine, San Juan, Puerto Rico, USA
| | - Bipin Nair
- Amrita School of Biotechnology, Amrita University, Kollam, Kerala, India
| | - Samapika Routray
- Department of Oral Pathology and Microbiology, Institute of Dental Sciences, Siksha’O’Anusandhan University, Bhubaneswar, Odisha, India
- Department of Dental Surgery, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Neeta Mohanty
- Department of Oral Pathology and Microbiology, Institute of Dental Sciences, Siksha’O’Anusandhan University, Bhubaneswar, Odisha, India
| | - KB Linge Gowda
- Department of Anesthetic and Pain Relief, Kidwai Memorial Institute of Oncology, Bangalore, Karnataka, India
| | - Ritesh Jadav
- Deparment of Oral Pathology, Dr. R. Ahmed Dental College & Hospital, Kolkata, West Bengal, India
| | - Sushmita Ghosal
- Department of Radiotherapy, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Rekha V Kumar
- Department of Pathology, Kidwai Memorial Institute of Oncology, Bangalore, Karnataka, India
| | - Chaluvarayaswamy Ramesha
- Department of Epidemiology and Biostatistics, Kidwai Memorial Institute of Oncology, Bangalore, Karnataka, India
| | - Vijay C Raghu
- Department of Epidemiology and Biostatistics, Kidwai Memorial Institute of Oncology, Bangalore, Karnataka, India
| | - Premendu Prakash Mathur
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India
- Department of Biochemistry and Molecular Biology, Pondicherry University, Pondicherry, India
| | - TS Keshava Prasad
- Institute of Bioinformatics, Bangalore, Karnataka, India
- Amrita School of Biotechnology, Amrita University, Kollam, Kerala, India
- YU-IOB Center for Systems Biology and Molecular Medicine, Yenepoya University, Mangalore, Karnataka, India
| | - Joseph A Califano
- Head and Neck Cancer Research Division, Otolaryngology Department, School of Medicine, The Johns Hopkins University, Baltimore, USA
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, Moores Cancer Center, University of California, San Diego, California, USA
| | - David Sidransky
- Head and Neck Cancer Research Division, Otolaryngology Department, School of Medicine, The Johns Hopkins University, Baltimore, USA
| | - Arnab Pal
- Department of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Mandakulutur S Ganesh
- Department of Surgical Oncology, Vydehi Institute of Oncology, Bangalore, Karnataka, India
| | - Jay Gopal Ray
- Deparment of Oral Pathology, Dr. R. Ahmed Dental College & Hospital, Kolkata, West Bengal, India
| | - Akhilesh Pandey
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Departments of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Harsha Gowda
- Institute of Bioinformatics, Bangalore, Karnataka, India
- YU-IOB Center for Systems Biology and Molecular Medicine, Yenepoya University, Mangalore, Karnataka, India
| | - Aditi Chatterjee
- Institute of Bioinformatics, Bangalore, Karnataka, India
- YU-IOB Center for Systems Biology and Molecular Medicine, Yenepoya University, Mangalore, Karnataka, India
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