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Glathar AR, Oyelakin A, Nayak KB, Sosa J, Romano RA, Sinha S. A Systemic and Integrated Analysis of p63-Driven Regulatory Networks in Mouse Oral Squamous Cell Carcinoma. Cancers (Basel) 2023; 15:446. [PMID: 36672394 PMCID: PMC9856320 DOI: 10.3390/cancers15020446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 01/04/2023] [Accepted: 01/07/2023] [Indexed: 01/12/2023] Open
Abstract
Oral squamous cell carcinoma (OSCC) is the most common malignancy of the oral cavity and is linked to tobacco exposure, alcohol consumption, and human papillomavirus infection. Despite therapeutic advances, a lack of molecular understanding of disease etiology, and delayed diagnoses continue to negatively affect survival. The identification of oncogenic drivers and prognostic biomarkers by leveraging bulk and single-cell RNA-sequencing datasets of OSCC can lead to more targeted therapies and improved patient outcomes. However, the generation, analysis, and continued utilization of additional genetic and genomic tools are warranted. Tobacco-induced OSCC can be modeled in mice via 4-nitroquinoline 1-oxide (4NQO), which generates a spectrum of neoplastic lesions mimicking human OSCC and upregulates the oncogenic master transcription factor p63. Here, we molecularly characterized established mouse 4NQO treatment-derived OSCC cell lines and utilized RNA and chromatin immunoprecipitation-sequencing to uncover the global p63 gene regulatory and signaling network. We integrated our p63 datasets with published bulk and single-cell RNA-sequencing of mouse 4NQO-treated tongue and esophageal tumors, respectively, to generate a p63-driven gene signature that sheds new light on the role of p63 in murine OSCC. Our analyses reveal known and novel players, such as COTL1, that are regulated by p63 and influence various oncogenic processes, including metastasis. The identification of new sets of potential biomarkers and pathways, some of which are functionally conserved in human OSCC and can prognosticate patient survival, offers new avenues for future mechanistic studies.
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Affiliation(s)
- Alexandra Ruth Glathar
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Akinsola Oyelakin
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Kasturi Bala Nayak
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Jennifer Sosa
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Rose-Anne Romano
- Department of Oral Biology, School of Dental Medicine, State University of New York at Buffalo, Buffalo, NY 14214, USA
| | - Satrajit Sinha
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
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Azimi A, Lo K, Kim J, Fernandez-Penas P. Investigating proteome changes between primary and metastatic cutaneous squamous cell carcinoma using SWATH mass spectrometry. J Dermatol Sci 2020; 99:119-127. [PMID: 32651104 DOI: 10.1016/j.jdermsci.2020.06.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/14/2020] [Accepted: 06/28/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Cutaneous squamous cell carcinoma (cSCC) is a common malignancy worldwide and the first as the cause of death from keratinocytic carcinomas. Around 5% of primary cSCCs metastasize, leading to a 5-year survival rate of only 11 %. OBJECTIVE This paper aims to investigate the proteome profile of primary and metastatic cSCC lesions for the identification of potential diagnostic biomarkers and molecular alterations. METHODS Liquid chromatography coupled with SWATH-MS workflow was used to analyse the proteome profile of formalin-fixed and paraffin-embedded samples of primary (n = 20) and metastatic cSCC (n = 25) lesions. Statistical and bioinformatics analysis was performed to identify differentially abundant proteins and molecular alterations between the lesions. RESULTS A total of 5037 proteins were identified across the samples of which 19 proteins including ISG15, APOA1 and MARCKS with roles in metastasis were increased and 11 proteins including DMKN, APCS and CST6 decreased in metastatic cSCC lesions relative to the primary phenotypes (adj. p-value <0.05). The proteomic data separated the lesions based on their histopathological diagnosis. Bioinformatics analysis revealed that cell migration, cell survival and immune response are likely activated, and apoptosis is inhibited in metastatic cSCC lesions, indicating increased lesion complexity as the disease progresses from primary to the metastatic phenotype. Two samples were reclassified after PCA analysis. CONCLUSION SWATH-MS analysis identified important molecular changes between primary and metastatic cSCC samples. Exploring these findings further will allow their translation into the clinic for improved tumour diagnosis, staging and therapeutic intervention.
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Affiliation(s)
- Ali Azimi
- Centre for Translational Skin Research, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia; Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Kitty Lo
- School of Mathematics and Statistics, The University of Sydney, Camperdown, New South Wales, Australia
| | - Jennifer Kim
- Department of Tissue Pathology and Diagnostic Oncology, Institute of Clinical Pathology and Medical Research (ICPMR) Westmead Hospital, Westmead, New South Wales, Australia
| | - Pablo Fernandez-Penas
- Centre for Translational Skin Research, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia; Department of Dermatology, Westmead Hospital, Westmead, New South Wales, Australia.
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Farias VDA, Tovar I, del Moral R, O'Valle F, Expósito J, Oliver FJ, Ruiz de Almodóvar JM. Enhancing the Bystander and Abscopal Effects to Improve Radiotherapy Outcomes. Front Oncol 2020; 9:1381. [PMID: 31970082 PMCID: PMC6960107 DOI: 10.3389/fonc.2019.01381] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 11/22/2019] [Indexed: 12/12/2022] Open
Abstract
In this paper, we summarize published articles and experiences related to the attempt to improve radiotherapy outcomes and, thus, to personalize the radiation treatment according to the individual characteristics of each patient. The evolution of ideas and the study of successively published data have led us to envisage new biophysical models for the interpretation of tumor and healthy normal tissue response to radiation. In the development of the model, we have shown that when mesenchymal stem cells (MSCs) and radiotherapy are administered simultaneously in experimental radiotherapy on xenotumors implanted in a murine model, the results of the treatment show the existence of a synergic mechanism that is able to enhance the local and systemic actions of the radiation both on the treated tumor and on its possible metastasis. We are convinced that, due to the physical hallmarks that characterize the neoplastic tissues, the physical-chemical tropism of MSCs, and the widespread functions of macromolecules, proteins, and exosomes released from activated MSCs, the combination of radiotherapy plus MSCs used intratumorally has the effect of counteracting the pro-tumorigenic and pro-metastatic signals that contribute to the growth, spread, and resistance of the tumor cells. Therefore, we have concluded that MSCs are appropriate for therapeutic use in a clinical trial for rectal cancer combined with radiotherapy, which we are going to start in the near future.
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Affiliation(s)
- Virgínea de Araújo Farias
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
| | - Isabel Tovar
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Rosario del Moral
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Francisco O'Valle
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
- Departamento de Anatomía Patológica, Facultad de Medicina, Universidad de Granada, PTS Granada, Granada, Spain
| | - José Expósito
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Francisco Javier Oliver
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
| | - José Mariano Ruiz de Almodóvar
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
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Fagan V, Johansson C, Gileadi C, Monteiro O, Dunford JE, Nibhani R, Philpott M, Malzahn J, Wells G, Faram R, Cribbs AP, Halidi N, Li F, Chau I, Greschik H, Velupillai S, Allali-Hassani A, Bennett J, Christott T, Giroud C, Lewis AM, Huber KVM, Athanasou N, Bountra C, Jung M, Schüle R, Vedadi M, Arrowsmith C, Xiong Y, Jin J, Fedorov O, Farnie G, Brennan PE, Oppermann U. A Chemical Probe for Tudor Domain Protein Spindlin1 to Investigate Chromatin Function. J Med Chem 2019; 62:9008-9025. [PMID: 31550156 DOI: 10.1021/acs.jmedchem.9b00562] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Modifications of histone tails, including lysine/arginine methylation, provide the basis of a "chromatin or histone code". Proteins that contain "reader" domains can bind to these modifications and form specific effector complexes, which ultimately mediate chromatin function. The spindlin1 (SPIN1) protein contains three Tudor methyllysine/arginine reader domains and was identified as a putative oncogene and transcriptional coactivator. Here we report a SPIN1 chemical probe inhibitor with low nanomolar in vitro activity, exquisite selectivity on a panel of methyl reader and writer proteins, and with submicromolar cellular activity. X-ray crystallography showed that this Tudor domain chemical probe simultaneously engages Tudor domains 1 and 2 via a bidentate binding mode. Small molecule inhibition and siRNA knockdown of SPIN1, as well as chemoproteomic studies, identified genes which are transcriptionally regulated by SPIN1 in squamous cell carcinoma and suggest that SPIN1 may have a role in cancer related inflammation and/or cancer metastasis.
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Affiliation(s)
- Vincent Fagan
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Catrine Johansson
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Carina Gileadi
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Octovia Monteiro
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - James E Dunford
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Reshma Nibhani
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Martin Philpott
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Jessica Malzahn
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Graham Wells
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Ruth Faram
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Adam P Cribbs
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Nadia Halidi
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Fengling Li
- Structural Genomics Consortium , University of Toronto , 101 College Street , Toronto , Ontario M5G 1L7 , Canada
| | - Irene Chau
- Structural Genomics Consortium , University of Toronto , 101 College Street , Toronto , Ontario M5G 1L7 , Canada
| | - Holger Greschik
- Department of Urology, Center for Clinical Research, Medical Center, Signalling Research Centres BIOSS and CIBSS , University of Freiburg , D-79106 Freiburg , Germany
| | - Srikannathasan Velupillai
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
| | - Abdellah Allali-Hassani
- Structural Genomics Consortium , University of Toronto , 101 College Street , Toronto , Ontario M5G 1L7 , Canada
| | - James Bennett
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Thomas Christott
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Charline Giroud
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Andrew M Lewis
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Kilian V M Huber
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Nick Athanasou
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Chas Bountra
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
| | - Manfred Jung
- FRIAS-Freiburg Institute of Advanced Studies , University of Freiburg , 79104 Freiburg , Germany
- Institute of Pharmaceutical Sciences , University of Freiburg , Albertstraße 25 , 79104 Freiburg , Germany
| | - Roland Schüle
- Department of Urology, Center for Clinical Research, Medical Center, Signalling Research Centres BIOSS and CIBSS , University of Freiburg , D-79106 Freiburg , Germany
| | - Masoud Vedadi
- Structural Genomics Consortium , University of Toronto , 101 College Street , Toronto , Ontario M5G 1L7 , Canada
| | - Cheryl Arrowsmith
- Structural Genomics Consortium , University of Toronto , 101 College Street , Toronto , Ontario M5G 1L7 , Canada
| | - Yan Xiong
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences , Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Jian Jin
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences , Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai , New York , New York 10029 , United States
| | - Oleg Fedorov
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Gillian Farnie
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
| | - Paul E Brennan
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Target Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
- Alzheimer's Research UK Oxford Drug Discovery Institute, Nuffield Department of Medicine , University of Oxford , OX3 7FZ Oxford , U.K
| | - Udo Oppermann
- Structural Genomics Consortium, Nuffield Department of Medicine , University of Oxford , OX3 7DQ Oxford , U.K
- Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Bio-medical Research Centre , University of Oxford , Oxford OX3 7LD , U.K
- FRIAS-Freiburg Institute of Advanced Studies , University of Freiburg , 79104 Freiburg , Germany
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