1
|
Das S, Karuri S, Chakraborty J, Basu B, Chandra A, Aravindan S, Chakraborty A, Paul D, Ray JG, Lechner M, Beck S, Teschendorff EA, Chatterjee R. Universal penalized regression (Elastic-net) model with differentially methylated promoters for oral cancer prediction. Eur J Med Res 2024; 29:458. [PMID: 39261895 PMCID: PMC11389552 DOI: 10.1186/s40001-024-02047-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 09/01/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND DNA methylation showed notable potential to act as a diagnostic marker in many cancers. Many studies proposed DNA methylation biomarker in OSCC detection, while most of these studies are limited to specific cohorts or geographical location. However, the generalizability of DNA methylation as a diagnostic marker in oral cancer across different geographical locations is yet to be investigated. METHODS We used genome-wide methylation data from 384 oral cavity cancer and normal tissues from TCGA HNSCC and eastern India. The common differentially methylated CpGs in these two cohorts were used to develop an Elastic-net model that can be used for the diagnosis of OSCC. The model was validated using 812 HNSCC and normal samples from different anatomical sites of oral cavity from seven countries. Droplet Digital PCR of methyl-sensitive restriction enzyme digested DNA (ddMSRE) was used for quantification of methylation and validation of the model with 22 OSCC and 22 contralateral normal samples. Additionally, pyrosequencing was used to validate the model using 46 OSCC and 25 adjacent normal and 21 contralateral normal tissue samples. RESULTS With ddMSRE, our model showed 91% sensitivity, 100% specificity, and 95% accuracy in classifying OSCC from the contralateral normal tissues. Validation of the model with pyrosequencing also showed 96% sensitivity, 91% specificity, and 93% accuracy for classifying the OSCC from contralateral normal samples, while in case of adjacent normal samples we found similar sensitivity but with 20% specificity, suggesting the presence of early disease methylation signature at the adjacent normal samples. Methylation array data of HNSCC and normal tissues from different geographical locations and different anatomical sites showed comparable sensitivity, specificity, and accuracy in detecting oral cavity cancer with across. Similar results were also observed for different stages of oral cavity cancer. CONCLUSIONS Our model identified crucial genomic regions affected by DNA methylation in OSCC and showed similar accuracy in detecting oral cancer across different geographical locations. The high specificity of this model in classifying contralateral normal samples from the oral cancer compared to the adjacent normal samples suggested applicability of the model in early detection.
Collapse
Affiliation(s)
- Shantanab Das
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
| | - Saikat Karuri
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
| | - Joyeeta Chakraborty
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
| | - Baidehi Basu
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
| | - Aditi Chandra
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
- Univeristy of Pennsylvania, Philadelphia, 19104, USA
| | - S Aravindan
- Department of Oral Pathology, Dr. R. Ahmed Dental College & Hospital, Kolkata, India
| | | | - Debashis Paul
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India
- Department of Statistics, U C Davis, 4222 Mathematical Sciences Building, Davis, CA, 95616, USA
| | - Jay Gopal Ray
- Department of Oral Pathology, Dr. R. Ahmed Dental College & Hospital, Kolkata, India
| | - Matt Lechner
- University College London Cancer Institute, University College London, 72 Huntley St, London, WC1E 6DD, UK
| | - Stephan Beck
- University College London Cancer Institute, University College London, 72 Huntley St, London, WC1E 6DD, UK
| | - E Andrew Teschendorff
- University College London Cancer Institute, University College London, 72 Huntley St, London, WC1E 6DD, UK
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Raghunath Chatterjee
- Human Genetics Unit, Indian Statistical Institute, 203 B T Road, Kolkata, 700 108, India.
| |
Collapse
|
2
|
Alarcón-Sánchez MA, Luna-Bonilla G, Romero-Servin S, Heboyan A. Podoplanin immunoexpression in odontogenic lesions: a systematic review, meta-analysis, and integrated bioinformatic analysis. Diagn Pathol 2024; 19:115. [PMID: 39182093 PMCID: PMC11344317 DOI: 10.1186/s13000-024-01540-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 08/18/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Podoplanin (PDPN) is a transmembrane glycoprotein implicated in the pathogenesis of odontogenic lesions (OL). It is localized at the membrane and cytoplasmic level, and its interaction with other proteins could trigger cell proliferation, invasion and migration. The main objective of this systematic review is to explore the immunoexpression pattern of podoplanin in OL. In addition, as secondary objectives, we aimed to compare the immunostaining intensity of PDPN in OL, to analyze its interaction networks by bioinformatic analysis and to highlight its importance as a potential diagnostic marker useful in the pathogenesis of OL. METHODS The protocol was developed following PRISMA and Cochrane guidelines. The digital search was performed in the databases: PubMed/MEDLINE, ScienceDirect, Scopus, Web of Science and Google Schoolar from August 15, 2010 to June 15, 2023. We included cross-sectional and cohort studies that will analyze the pattern of PDPN immunoexpression in OL. Two investigators independently searched for eligible articles, selected titles and abstracts, analyzed full text, conducted data collection, and performed assessment of study quality and risk of bias. In addition, part of the results were summarized through a random-effects meta-analysis. STRING database was used for protein-protein interaction analysis. RESULTS Twenty-nine relevant studies were included. The ages of the subjects ranged from 2 to 89 years, with a mean age of 33.41 years. Twenty-two point two percent were female, 21.4% were male, and in 56.4% the gender of the participants was not specified. A total of 1,337 OL samples were analyzed for PDPN immunoexpression pattern. Ninety-four (7.03%) were dental follicles and germs, 715 (53.47%) were odontogenic cysts, and 528 (39.49%) were odontogenic tumors. Meta-analysis indicated that the immunostaining intensity was significantly stronger in odontogenic keratocysts compared to dentigerous cysts (SMD=3.3(CI=1.85-4.82, p=0.000*). Furthermore, bioinformatic analysis revealed that PECAM-1, TNFRF10B, MSN, EZR and RDX interact directly with PDPN and their expression in OL was demonstrated. CONCLUSIONS The results of the present systematic review support the unique immunoexpression of PDPN as a potential useful diagnostic marker in the pathogenesis of OL.
Collapse
Affiliation(s)
- Mario Alberto Alarcón-Sánchez
- Biomedical Science, Faculty of Chemical-Biological Sciences, Autonomous University of Guerrero, 39090, Chilpancingo de los Bravo, Guerrero, Mexico.
| | - Getsemani Luna-Bonilla
- Biomedical Science, Faculty of Chemical-Biological Sciences, Autonomous University of Guerrero, 39090, Chilpancingo de los Bravo, Guerrero, Mexico
| | - Selenne Romero-Servin
- Oral and Maxillofacial Pathology, National School of Higher Studies, Leon Unit of the National Autonomous University of Mexico, Leon, Guanajuato, 37684, Mexico
| | - Artak Heboyan
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, 600 077, India.
- Department of Prosthodontics, Faculty of Stomatology, Yerevan State Medical University after Mkhitar Heratsi, Str. Koryun 2, Yerevan, 0025, Armenia.
- Department of Prosthodontics, School of Dentistry, Tehran University of Medical Sciences, North Karegar St., Tehran, Iran.
| |
Collapse
|
3
|
Viet CT, Asam KR, Yu G, Dyer EC, Kochanny S, Thomas CM, Callahan NF, Morlandt AB, Cheng AC, Patel AA, Roden DF, Young S, Melville J, Shum J, Walker PC, Nguyen KK, Kidd SN, Lee SC, Folk GS, Viet DT, Grandhi A, Deisch J, Ye Y, Momen-Heravi F, Pearson AT, Aouizerat BE. Artificial intelligence-based epigenomic, transcriptomic and histologic signatures of tobacco use in oral squamous cell carcinoma. NPJ Precis Oncol 2024; 8:130. [PMID: 38851780 PMCID: PMC11162452 DOI: 10.1038/s41698-024-00605-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 05/08/2024] [Indexed: 06/10/2024] Open
Abstract
Oral squamous cell carcinoma (OSCC) biomarker studies rarely employ multi-omic biomarker strategies and pertinent clinicopathologic characteristics to predict mortality. In this study we determine for the first time a combined epigenetic, gene expression, and histology signature that differentiates between patients with different tobacco use history (heavy tobacco use with ≥10 pack years vs. no tobacco use). Using The Cancer Genome Atlas (TCGA) cohort (n = 257) and an internal cohort (n = 40), we identify 3 epigenetic markers (GPR15, GNG12, GDNF) and 13 expression markers (IGHA2, SCG5, RPL3L, NTRK1, CD96, BMP6, TFPI2, EFEMP2, RYR3, DMTN, GPD2, BAALC, and FMO3), which are dysregulated in OSCC patients who were never smokers vs. those who have a ≥ 10 pack year history. While mortality risk prediction based on smoking status and clinicopathologic covariates alone is inaccurate (c-statistic = 0.57), the combined epigenetic/expression and histologic signature has a c-statistic = 0.9409 in predicting 5-year mortality in OSCC patients.
Collapse
Affiliation(s)
- Chi T Viet
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA.
| | - Kesava R Asam
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Translational Research Center, New York University College of Dentistry, New York, NY, USA
| | - Gary Yu
- New York University Rory Meyers College of Nursing, New York, NY, USA
| | - Emma C Dyer
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, USA
| | - Sara Kochanny
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, USA
| | - Carissa M Thomas
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nicholas F Callahan
- Department of Oral and Maxillofacial Surgery, University of Illinois Chicago, College of Dentistry, Chicago, IL, USA
| | - Anthony B Morlandt
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Oral and Maxillofacial Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Allen C Cheng
- Head and Neck Surgery, Providence Cancer Institute, Portland, OR, USA
- Head and Neck Surgery, Legacy Cancer Center, Portland, OR, USA
| | - Ashish A Patel
- Head and Neck Surgery, Providence Cancer Institute, Portland, OR, USA
- Head and Neck Surgery, Legacy Cancer Center, Portland, OR, USA
| | - Dylan F Roden
- Department of Otolaryngology, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Simon Young
- Katz Department of Oral & Maxillofacial Surgery, The University of Texas Health Science Center at Houston, School of Dentistry, Houston, TX, USA
| | - James Melville
- Katz Department of Oral & Maxillofacial Surgery, The University of Texas Health Science Center at Houston, School of Dentistry, Houston, TX, USA
| | - Jonathan Shum
- Katz Department of Oral & Maxillofacial Surgery, The University of Texas Health Science Center at Houston, School of Dentistry, Houston, TX, USA
| | - Paul C Walker
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Khanh K Nguyen
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Stephanie N Kidd
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Steve C Lee
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | | | | | - Anupama Grandhi
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA
| | - Jeremy Deisch
- Department of Pathology and Human Anatomy, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Yi Ye
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Translational Research Center, New York University College of Dentistry, New York, NY, USA
| | - Fatemeh Momen-Heravi
- Section of Oral, Diagnostic and Rehabilitation Sciences, College of Dental Medicine, Columbia University, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, USA
| | - Bradley E Aouizerat
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Translational Research Center, New York University College of Dentistry, New York, NY, USA
- New York University Rory Meyers College of Nursing, New York, NY, USA
| |
Collapse
|
4
|
Alrashdan MS, Al-Shorman H, Bouzid A, Al-Dwairi A, Alazzam M, Alqudah M. The expression of salivary EGF, VEGF, endothelin, and transferrin in waterpipe and cigarette smokers. Odontology 2024:10.1007/s10266-024-00947-9. [PMID: 38710904 DOI: 10.1007/s10266-024-00947-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/24/2024] [Indexed: 05/08/2024]
Abstract
The aim of this study was to evaluate the effects of two forms of tobacco smoking, cigarettes and water pipe smoking (WPS), on the expression of a panel of salivary proteins in healthy adults. Three groups of age and gender-matched participants were enrolled in the study: never-smokers, cigarette smokers and WPS (N = 55 per group). Expression of epidermal growth factor (EGF), vascular endothelial growth factor (VEGF), endothelin and transferrin in unstimulated whole saliva was estimated using enzyme-linked immunosorbent assays. Statistical analysis consisted of one-way ANOVA and Tukey's post hoc tests, in addition to bioinformatics analysis. VEGF expression was the least in WPS (51.1 ± 14.5 pg/ml) compared to both controls (150.1 ± 13.8 pg/ml) and cigarette smokers (93 ± 9.9 pg/ml), with a significant difference in WPS (p < 0.001) and cigarette smokers (p < 0.01) compared to controls. Furthermore, transferrin showed the weakest expression in the WPS group (1238 ± 261.4 pg/ml) compared to controls (2205.6 ± 298.6 pg/ml) (p = 0.05) and cigarette smokers (1805.4 ± 244 pg/ml). Neither EGF nor endothelin expression showed any statistical difference between the groups (p > 0.05). Gene-gene interaction network demonstrated that FLT1, TFRC, KDR, VEGFB and PGF genes had the highest potential for interaction with the studied proteins. Further functional annotations on the identified markers in the interaction network were performed to identify HIF-1 pathways among the most relevant pathways. In conclusion, smoking habits alter the expression of salivary VEGF and transferrin, which may correspond to early sub-clinical changes in the oral mucosa. The clinical relevance of these salivary changes requires further research.
Collapse
Affiliation(s)
- Mohammad S Alrashdan
- Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, P.O.Box: 27272, Sharjah, UAE.
- Department of Oral Medicine and Oral Surgery, Faculty of Dentistry, Jorda University of Science and Technology, Irbid, Jordan.
| | - Hisham Al-Shorman
- Department of Oral and Maxillofacial Surgery and Periodontics, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Preventive Dentistry, Faculty of Dentistry, Jordan University of Science and Technology, Irbid, Jordan
| | - Amal Bouzid
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, UAE
| | - Ahmed Al-Dwairi
- Department of Physiology and Biochemistry, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Melanie Alazzam
- Department of Oral Medicine and Oral Surgery, Faculty of Dentistry, Jorda University of Science and Technology, Irbid, Jordan
| | | |
Collapse
|
5
|
Gissi DB, Rossi R, Lenzi J, Tarsitano A, Gabusi A, Balbi T, Montebugnoli L, Marchetti C, Foschini MP, Morandi L. Thirteen-gene DNA methylation analysis of oral brushing samples: A potential surveillance tool for periodic monitoring of treated patients with oral cancer. Head Neck 2024; 46:728-739. [PMID: 38169119 DOI: 10.1002/hed.27621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND We evaluated the prognostic role of 13-gene DNA methylation analysis by oral brushing repeatedly performed during the follow-up of patients surgically treated for oral cancer. METHODS This is a nested case-control study including 61 patients for a total of 64 outcomes (2/61 patients experienced multiple relapses). Samples were collected at baseline (4-10 months after OSCC resection) and repeatedly every 4-10 months until relapse or death. DNA methylation scores were classified as persistently positive, persistently negative, or mixed. RESULTS Twenty cases who had persistently positive scores and 30 cases with mixed scores had, respectively, an almost 42-fold (p < 0.001) and 32-fold (p = 0.006) higher likelihood of relapse, compared to 14 patients with persistently negative scores. The last score before reoccurrence was positive in 18/19 secondary events. CONCLUSIONS The 13-gene DNA methylation analysis may be considered for the surveillance of patients treated for oral carcinoma.
Collapse
Affiliation(s)
- Davide B Gissi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Roberto Rossi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Jacopo Lenzi
- Section of Hygiene, Department of Biomedical and Neuromotor Sciences, Public Health and Medical Statistics, University of Bologna, Bologna, Italy
| | - Achille Tarsitano
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Maxillofacial Surgery Unit, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, Section of Maxillo-Facial Surgery at Policlinico S. Orsola-Malpighi, University of Bologna, Bologna, Italy
| | - Andrea Gabusi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Tiziana Balbi
- IRCCS azienda ospedaliero universitaria di Bologna, Unit of Anatomic Pathology S. Orsola Hospital, Bologna, Italy
| | - Lucio Montebugnoli
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Claudio Marchetti
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Maxillofacial Surgery Unit, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, Section of Maxillo-Facial Surgery at Policlinico S. Orsola-Malpighi, University of Bologna, Bologna, Italy
| | - Maria Pia Foschini
- Department of Biomedical and Neuromotor Sciences, Section of Anatomic Pathology at Bellaria Hospital, University of Bologna, Bologna, Italy
| | - Luca Morandi
- Functional and Molecular Neuroimaging Unit, Bellaria Hospital, Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| |
Collapse
|
6
|
Liang L, Li Y, Ying B, Huang X, Liao S, Yang J, Liao G. Mutation-associated transcripts reconstruct the prognostic features of oral tongue squamous cell carcinoma. Int J Oral Sci 2023; 15:1. [PMID: 36593250 PMCID: PMC9807648 DOI: 10.1038/s41368-022-00210-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/02/2022] [Accepted: 11/06/2022] [Indexed: 01/04/2023] Open
Abstract
Tongue squamous cell carcinoma is highly malignant and has a poor prognosis. In this study, we aimed to combine whole-genome sequencing, whole-genome methylation, and whole-transcriptome analyses to understand the molecular mechanisms of tongue squamous cell carcinoma better. Oral tongue squamous cell carcinoma and adjacent normal tissues from five patients with tongue squamous cell carcinoma were included as five paired samples. After multi-omics sequencing, differentially methylated intervals, methylated loop sites, methylated promoters, and transcripts were screened for variation in all paired samples. Correlations were analyzed to determine biological processes in tongue squamous cell carcinoma. We found five mutated methylation promoters that were significantly associated with mRNA and lncRNA expression levels. Functional annotation of these transcripts revealed their involvement in triggering the mitogen-activated protein kinase cascade, which is associated with cancer progression and the development of drug resistance during treatment. The prognostic signature models constructed based on WDR81 and HNRNPH1 and combined clinical phenotype-gene prognostic signature models showed high predictive efficacy and can be applied to predict patient prognostic risk in clinical settings. We identified biological processes in tongue squamous cell carcinoma that are initiated by mutations in the methylation promoter and are associated with the expression levels of specific mRNAs and lncRNAs. Collectively, changes in transcript levels affect the prognosis of tongue squamous cell carcinoma patients.
Collapse
Affiliation(s)
- Libo Liang
- grid.13291.380000 0001 0807 1581General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yi Li
- grid.13291.380000 0001 0807 1581State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Binwu Ying
- grid.13291.380000 0001 0807 1581Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Xinyan Huang
- grid.13291.380000 0001 0807 1581West China School/Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Shenling Liao
- grid.13291.380000 0001 0807 1581Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Jiajin Yang
- grid.13291.380000 0001 0807 1581West China School/Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Ga Liao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China. .,Department of Information Management, Department of Stomatology Informatics, West China Hospital of Stomatology, Sichuan University, Chengdu, China.
| |
Collapse
|
7
|
Shaker OG, Ayeldeen G, Abdelhamid AM. Circulating microRNA-944 and its target gene EPHA7 as a potential biomarker for colorectal cancer. Arch Physiol Biochem 2022; 128:1181-1187. [PMID: 32421395 DOI: 10.1080/13813455.2020.1762658] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
MicroRNAs (miRNAs) have critical roles in colorectal cancer (CRC) tumorigenesis and development. It has been reported that Eph receptor A7 (EphA7) was a potential target of miR-944 which is transcriptionally activated in cancer. The aim of this study was to explore the expression profile of miR-944 and its target gene EPHA7 in the serum of Egyptian CRC patients. 150 CRC patients, 50 adenomatous polyps (AP) patients, and 100 healthy controls were included. Serum miR-944 was downregulated (0.304 ± 0.0512) while serum EPHA7 was upregulated (3.163 ± 0.610) in CRC and AP patients versus controls and discriminated aganst these groups by Receiver operating characteristic curve (ROC) analysis. miR-944 presented the highest diagnostic accuracy for CRC patients from control (AUC = 0.90). Moreover obvious prognostic power in distinguishing AP from CRC (AUC = 0.87). In conclusion, miR-944 and EPHA7 are potential genetic markers of CRC predisposition and novel potential non-invasive diagnostic biomarkers for CRC.
Collapse
Affiliation(s)
- Olfat G Shaker
- Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ghada Ayeldeen
- Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Amr M Abdelhamid
- Department of Biochemistry, Faculty of Pharmacy, October University for Modern Sciences and Arts (MSA), 6th of October City, Egypt
| |
Collapse
|
8
|
Zhang W, Cao H, Yang J, Zhao J, Liang Z, Kang X, Wang R. The identification and validation of EphA7 hypermethylation, a novel biomarker, in cervical cancer. BMC Cancer 2022; 22:636. [PMID: 35681118 PMCID: PMC9185921 DOI: 10.1186/s12885-022-09653-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 05/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Aberrant methylation of EphA7 has been reported in the process of carcinogenesis but not in cervical cancer. Therefore, an integration study was performed to explore the association between EphA7 hypermethylation and cervical cancer and validate the potential value of EphA7 hypermethylation in the diagnosis of cervical cancer. METHODS We performed an integration study to identify and validate the association between EphA7 methylation and cervical cancer. First, data on EphA7 methylation and expression in cervical cancer were extracted and analyzed via bioinformatics tools. Subsequently, CRISPR-based methylation perturbation tools (dCas9-Tet1/DNMT3a) were constructed to further demonstrate the association between DNA methylation and EphA7 expression. Ultimately, the clinical value of EphA7 methylation in cervical cancer was validated in cervical tissues and Thinprep cytologic test (TCT) samples by methylation-specific PCR (MSP) and quantitative methylation-specific PCR (QMSP), respectively. RESULTS Pooled analysis showed that EphA7 promoter methylation levels were significantly increased in cervical cancer compared to normal tissues (P < 0.001) and negatively correlated with EphA7 expression. These prediction results were subsequently confirmed in cell lines; moreover, CRISPR-based methylation perturbation tools (dCas9-Tet1/DNMT3a) demonstrated that DNA methylation participates in the regulation of EphA7 expression directly. Consistent with these findings, the methylation level and the positive rate of EphA7 gradually increased with severity from normal to cancer stages in TCT samples (P < 0.01). CONCLUSIONS EphA7 hypermethylation is present in cervical cancer and is a potential biomarker for the diagnosis of cervical cancer.
Collapse
Affiliation(s)
- Wenfan Zhang
- Department of Laboratory Medicine, Tianjin Medical University, Tianjin, China
| | - Huiling Cao
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China
| | - Jinhao Yang
- Department of Laboratory Medicine, Tianjin Medical University, Tianjin, China
| | - Jing Zhao
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China
| | - Zheng Liang
- Department of Otorhinolaryngology, Tianjin Medical University General Hospital, Tianjin, China
| | - Xiaodong Kang
- Department of Medical Image, Tianjin Medical University, Tianjin, China
| | - Rong Wang
- Department of Laboratory Medicine, Tianjin Medical University, Tianjin, China.
| |
Collapse
|
9
|
Shaw AK, Garcha V, Shetty V, Vinay V, Bhor K, Ambildhok K, Karande P. Diagnostic Accuracy of Salivary Biomarkers in Detecting Early Oral Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis. Asian Pac J Cancer Prev 2022; 23:1483-1495. [PMID: 35633529 PMCID: PMC9587865 DOI: 10.31557/apjcp.2022.23.5.1483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 05/04/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Biopsy is the gold standard for oral squamous cell carcinoma (OSCC) diagnosis. Salivary biomarkers provide promising complementary alternative diagnostic adjunct for its simple non- invasive collection and technique and to screen large population. OBJECTIVE To summarize and compare the existing evidence on diagnostic accuracy of salivary biomarkers with their estimation method in detecting early oral squamous cell carcinoma. METHODS The review protocol is registered under PROSPERO(CRD42021225704). PubMed, Google Scholar, EBSCOhost were searched from 2000 to 2020 to identify the screening potential of eight salivary biomarkers: mRNA, miRNA, DUSP100, s100P, IL-8, IL-1B, TNF-a and MMP-9. True-positive, false-positive, true-negative, false-negative, sensitivity, specificity values were extracted or calculated if not present for each study. Quality of selected studies was evaluated based on QUADAS 2 tool. Meta-analysis was performed using a bivariate model parameter for the sensitivity and specificity and summary points, summary receiver operating curve (SROC), confidence region, and prediction region were calculated. RESULTS Eighteen studies were included for qualitative synthesis and out of that 13 for meta-analysis. Sensitivity and specificity were calculated with AUC. For mRNA it was 91% and 90% with 0.96 AUC, miRNA had 91% and 91% with 0.95 AUC for PCR. IL-1B had 46% and 60% with 0.61 AUC, S100p had 45% and 90% with 0.57 AUC for ELISA. IL-8 had 54% and 74% for ELISA and 89% and 90% for PCR with 0.79 AUC and DUSP1 had 32% and 87% for ELISA and 76% and 83% for PCR with 0.83 AUC respectively. CONCLUSION Early detection of OSCC was best achieved by screening for salivary mRNA and miRNA estimated by PCR. Further investigation is required into salivary RNA as novel biomarkers and these salivary biomarkers may be potentially used for non-invasive diagnosis of early OSCC.
Collapse
Affiliation(s)
- Amar Kumar Shaw
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| | - Vikram Garcha
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| | - Vittaldas Shetty
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| | - Vineet Vinay
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| | - Ketaki Bhor
- Department of Public Health Dentistry, D Y Patil (Deemed to be University) School of Dentistry, Nerul, Navi Mumbai-400706, Maharashtra, India.
| | - Kadambari Ambildhok
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| | - Purnima Karande
- Department of Public Health Dentistry, Sinhgad Dental College and Hospital, Pune 411041, Maharashtra, India.
| |
Collapse
|
10
|
Wan Z, Xiong H, Tan X, Su T, Xia K, Wang D. Integrative Multi-Omics Analysis Reveals Candidate Biomarkers for Oral Squamous Cell Carcinoma. Front Oncol 2022; 11:794146. [PMID: 35096593 PMCID: PMC8795899 DOI: 10.3389/fonc.2021.794146] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/17/2021] [Indexed: 01/10/2023] Open
Abstract
Oral squamous cell carcinoma (OSCC) is one of the most common types of cancer worldwide. Due to the lack of early detection and treatment, the survival rate of OSCC remains poor and the incidence of OSCC has not decreased during the past decades. To explore potential biomarkers and therapeutic targets for OSCC, we analyzed differentially expressed genes (DEGs) associated with OSCC using RNA sequencing technology. Methylation-regulated and differentially expressed genes (MeDEGs) of OSCC were further identified via an integrative approach by examining publicly available methylomic datasets together with our transcriptomic data. Protein-protein interaction (PPI) networks of MeDEGs were constructed and highly connected hub MeDEGs were identified from these PPI networks. Subsequently, expression and survival analyses of hub genes were performed using The Cancer Genome Atlas (TCGA) database and the Gene Expression Profiling Interactive Analysis (GEPIA) online tool. A total of 56 upregulated MeDEGs and 170 downregulated MeDEGs were identified in OSCC. Eleven hub genes with high degree of connectivity were picked out from the PPI networks constructed by those MeDEGs. Among them, the expression level of four hub genes (CTLA4, CDSN, ACTN2, and MYH11) were found to be significantly changed in the head and neck squamous carcinoma (HNSC) patients. Three hypomethylated hub genes (CTLA4, GPR29, and TNFSF11) and one hypermethylated hub gene (ISL1) were found to be significantly associated with overall survival (OS) of HNSC patients. Therefore, these hub genes may serve as potential DNA methylation biomarkers and therapeutic targets of OSCC.
Collapse
Affiliation(s)
- Zhengqing Wan
- Hengyang Medical School, University of South China, Hengyang, China.,The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China.,Postdoctoral Station for Basic Medicine, Hengyang Medical School, University of South China, Hengyang, China
| | - Haofeng Xiong
- Xiangya Hospital, Central South University, Changsha, China.,Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China
| | - Xian Tan
- Hengyang Medical School, University of South China, Hengyang, China
| | - Tong Su
- Xiangya Hospital, Central South University, Changsha, China
| | - Kun Xia
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China
| | - Danling Wang
- Hengyang Medical School, University of South China, Hengyang, China.,The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China
| |
Collapse
|
11
|
The association of long non-coding RNA in the prognosis of oral squamous cell carcinoma. Genes Genomics 2022; 44:327-342. [PMID: 35023067 DOI: 10.1007/s13258-021-01194-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 11/17/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Oral cancer is considered one of the most prevalent cancers in India. This is mainly because India suffers from high usage of tobacco, which is one of the main causative agents of oral cancer, and lacks proper health and sexual hygiene in rural areas. DISCUSSION Non-coding RNAs are reported to be involved in the various mechanism and causality of cancer. Numerous reports have identified viable prospects connecting non-coding RNA (ncRNA) with cancer. Specific ncRNAs like long non-coding RNA or lncRNAs are recently being prioritized as potential associations in the cause of cancer. CONCLUSION This review aims at presenting a concise perspective on the basics and the recent advancements of the lncRNA research pertaining specifically to oral cancer, its recurrence, and the future possibilities of knowledge it might possess.
Collapse
|
12
|
Viet CT, Zhang X, Xu K, Yu G, Asam K, Thomas CM, Callahan NF, Doan C, Walker PC, Nguyen K, Kidd SC, Lee SC, Grandhi A, Allen CT, Young S, Melville JC, Shum JW, Viet DT, Herford AS, Roden DF, Gonzalez ML, Zhong JF, Aouizerat BE. Brush swab as a noninvasive surrogate for tissue biopsies in epigenomic profiling of oral cancer. Biomark Res 2021; 9:90. [PMID: 34930473 PMCID: PMC8686381 DOI: 10.1186/s40364-021-00349-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 10/28/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Oral squamous cell carcinoma (OSCC) has poor survival rates. There is a pressing need to develop more precise risk assessment methods to tailor clinical treatment. Epigenome-wide association studies in OSCC have not produced a viable biomarker. These studies have relied on methylation array platforms, which are limited in their ability to profile the methylome. In this study, we use MethylCap-Seq (MC-Seq), a comprehensive methylation quantification technique, and brush swab samples, to develop a noninvasive, readily translatable approach to profile the methylome in OSCC patients. METHODS Three OSCC patients underwent collection of cancer and contralateral normal tissue and brush swab biopsies, totaling 4 samples for each patient. Epigenome-wide DNA methylation quantification was performed using the SureSelectXT Methyl-Seq platform. DNA quality and methylation site resolution were compared between brush swab and tissue samples. Correlation and methylation value difference were determined for brush swabs vs. tissues for each respective patient and site (i.e., cancer or normal). Correlations were calculated between cancer and normal tissues and brush swab samples for each patient to determine the robustness of DNA methylation marks using brush swabs in clinical biomarker studies. RESULTS There were no significant differences in DNA yield between tissue and brush swab samples. Mapping efficiency exceeded 90% across all samples, with no differences between tissue and brush swabs. The average number of CpG sites with at least 10x depth of coverage was 2,716,674 for brush swabs and 2,903,261 for tissues. Matched tissue and brush swabs had excellent correlation (r = 0.913 for cancer samples and r = 0.951 for normal samples). The methylation profile of the top 1000 CpGs was significantly different between cancer and normal samples (mean p-value = 0.00021) but not different between tissues and brush swabs (mean p-value = 0.11). CONCLUSIONS Our results demonstrate that MC-Seq is an efficient platform for epigenome profiling in cancer biomarker studies, with broader methylome coverage than array-based platforms. Brush swab biopsy provides adequate DNA yield for MC-Seq, and taken together, our findings set the stage for development of a non-invasive methylome quantification technique for oral cancer with high translational potential.
Collapse
Affiliation(s)
- Chi T Viet
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA.
| | - Xinyu Zhang
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Ke Xu
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Gary Yu
- New York University Rory Meyers College of Nursing, New York, NY, USA
| | - Kesava Asam
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Bluestone Center for Clinical Research, New York University College of Dentistry, New York, NY, USA
| | - Carissa M Thomas
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nicholas F Callahan
- Department of Oral and Maxillofacial Surgery, University of Illinois Chicago, College of Dentistry, Chicago, IL, USA
| | - Coleen Doan
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA
| | - Paul C Walker
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Khanh Nguyen
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Stephanie C Kidd
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Steve C Lee
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Anupama Grandhi
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA
| | - Clint T Allen
- Section on Translational Tumor Immunology, National Institute on Deafness and Other Communication Disorders (NIDCD), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Simon Young
- Department of Oral, Head and Neck Oncology and Microvascular Reconstructive Surgery, School of Dentistry, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - James C Melville
- Department of Oral, Head and Neck Oncology and Microvascular Reconstructive Surgery, School of Dentistry, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jonathan W Shum
- Department of Oral, Head and Neck Oncology and Microvascular Reconstructive Surgery, School of Dentistry, University of Texas Health Science Center at Houston, Houston, TX, USA
| | | | - Alan S Herford
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, CA, USA
| | - Dylan F Roden
- Department of Otolaryngology, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Manuel L Gonzalez
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jiang F Zhong
- Department of Basic Sciences, Loma Linda University, School of Medicine, Loma Linda, CA, USA
| | - Bradley E Aouizerat
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
- New York University Rory Meyers College of Nursing, New York, NY, USA
| |
Collapse
|
13
|
Siegel EM, Ajidahun A, Berglund A, Guerrero W, Eschrich S, Putney RM, Magliocco A, Riggs B, Winter K, Simko JP, Ajani JA, Guha C, Okawara GS, Abdalla I, Becker MJ, Pizzolato JF, Crane CH, Brown KD, Shibata D. Genome-wide host methylation profiling of anal and cervical carcinoma. PLoS One 2021; 16:e0260857. [PMID: 34882728 PMCID: PMC8659695 DOI: 10.1371/journal.pone.0260857] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 11/17/2021] [Indexed: 12/15/2022] Open
Abstract
HPV infection results in changes in host gene methylation which, in turn, are thought to contribute to the neoplastic progression of HPV-associated cancers. The objective of this study was to identify joint and disease-specific genome-wide methylation changes in anal and cervical cancer as well as changes in high-grade pre-neoplastic lesions. Formalin-fixed paraffin-embedded (FFPE) anal tissues (n = 143; 99% HPV+) and fresh frozen cervical tissues (n = 28; 100% HPV+) underwent microdissection, DNA extraction, HPV genotyping, bisulfite modification, DNA restoration (FFPE) and analysis by the Illumina HumanMethylation450 Array. Differentially methylated regions (DMR; t test q<0.01, 3 consecutive significant CpG probes and mean Δβ methylation value>0.3) were compared between normal and cancer specimens in partial least squares (PLS) models and then used to classify anal or cervical intraepithelial neoplasia-3 (AIN3/CIN3). In AC, an 84-gene PLS signature (355 significant probes) differentiated normal anal mucosa (NM; n = 9) from AC (n = 121) while a 36-gene PLS signature (173 significant probes) differentiated normal cervical epithelium (n = 10) from CC (n = 9). The CC progression signature was validated using three independent publicly available datasets (n = 424 cases). The AC and CC progression PLS signatures were interchangeable in segregating normal, AIN3/CIN3 and AC and CC and were found to include 17 common overlapping hypermethylated genes. Moreover, these signatures segregated AIN3/CIN3 lesions similarly into cancer-like and normal-like categories. Distinct methylation changes occur across the genome during the progression of AC and CC with overall similar profiles and add to the evidence suggesting that HPV-driven oncogenesis may result in similar non-random methylomic events. Our findings may lead to identification of potential epigenetic drivers of HPV-associated cancers and also, of potential markers to identify higher risk pre-cancerous lesions.
Collapse
Affiliation(s)
- Erin M. Siegel
- Departments of Cancer Epidemiology, Tampa, FL, United States of America
| | - Abidemi Ajidahun
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Anders Berglund
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Whitney Guerrero
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Steven Eschrich
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Ryan M. Putney
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Anthony Magliocco
- Anatomic Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, United States of America
| | - Bridget Riggs
- Departments of Cancer Epidemiology, Tampa, FL, United States of America
| | - Kathryn Winter
- NRG Oncology Statistics and Data Management Center–ACR, Philadelphia, PA, United States of America
| | - Jeff P. Simko
- UCSF Medical Center-Mount Zion, San Francisco, CA, United States of America
| | - Jaffer A. Ajani
- M D Anderson Cancer Center, Houston, TX, United States of America
| | - Chandan Guha
- Montefiore Medical Center, New York, NY, United States of America
| | - Gordon S. Okawara
- Juravinski Cancer Centre at Hamilton Health Sciences, Hamilton, ON, United States of America
| | - Ibrahim Abdalla
- Cancer Research for the Ozarks CCOP, Springfield, MO, United States of America
| | - Mark J. Becker
- Columbus Community Clinical Oncology Program, Columbus, OH, United States of America
| | - Joseph F. Pizzolato
- Mount Sinai Comprehensive Cancer Center CCOP, Miami, FL, United States of America
| | | | - Kevin D. Brown
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States of America
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
| |
Collapse
|
14
|
Verhoef L, Bleeker MCG, Polman N, Steenbergen RDM, Meijer CJLM, Melchers WJG, Bekkers RL, Molijn AC, Quint WG, van Kemenade FJ, Berkhof J, Heideman DAM. Performance of DNA methylation analysis of ASCL1, LHX8, ST6GALNAC5, GHSR, ZIC1 and SST for the triage of HPV-positive women: Results from a Dutch primary HPV-based screening cohort. Int J Cancer 2021; 150:440-449. [PMID: 34558659 PMCID: PMC9293097 DOI: 10.1002/ijc.33820] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 08/17/2021] [Accepted: 08/31/2021] [Indexed: 01/12/2023]
Abstract
Methylation of host‐cell deoxyribonucleic acid (DNA) has been proposed as a promising biomarker for triage of high‐risk (hr) human papillomavirus (HPV) positive women at screening. Our study aims to validate recently identified host‐cell DNA methylation markers for triage in an hrHPV‐positive cohort derived from primary HPV‐based cervical screening in The Netherlands. Methylation markers ASCL1, LHX8, ST6GALNAC5, GHSR, ZIC1 and SST were evaluated relative to the ACTB reference gene by multiplex quantitative methylation‐specific PCR (qMSP) in clinician‐collected cervical samples (n = 715) from hrHPV‐positive women (age 29‐60 years), who were enrolled in the Dutch IMPROVE screening trial (NTR5078). Primary clinical end‐point was cervical intraepithelial neoplasia grade 3 (CIN3) or cancer (CIN3+). The single‐marker and bi‐marker methylation classifiers developed for CIN3 detection in a previous series of hrHPV‐positive clinician‐collected cervical samples were applied. The diagnostic accuracy was visualised using receiver operating characteristic (ROC) curves and assessed through area under the ROC curve (AUC). The performance of the methylation markers to detect CIN3+ was determined using the predefined threshold calibrated at 70% clinical specificity. Individual methylation makers showed good performance for CIN3+ detection, with highest AUC for ASCL1 (0.844) and LHX8 (0.830). Combined as a bi‐marker panel with predefined threshold, ASCL1/LHX8 yielded a CIN3+ sensitivity of 76.9% (70/91; 95% CI 68.3‐85.6%) at a specificity of 74.5% (465/624; 95% CI 71.1‐77.9%). In conclusion, our study shows that the individual host‐cell DNA methylation classifiers and the bi‐marker panel ASCL1/LHX8 have clinical utility for the detection of CIN3+ in hrHPV‐positive women invited for routine screening.
Collapse
Affiliation(s)
- Lisanne Verhoef
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Maaike C G Bleeker
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Nicole Polman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Chris J L M Meijer
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Willem J G Melchers
- Radboud University Medical Center, Medical Microbiology, Nijmegen, The Netherlands
| | - Ruud L Bekkers
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.,Department of Obstetrics and Gynaecology, Catharina Hospital, Eindhoven, The Netherlands
| | - Anco C Molijn
- DDL Diagnostic Laboratory, NMDL-LCPL, Rijswijk, The Netherlands
| | - Wim G Quint
- DDL Diagnostic Laboratory, NMDL-LCPL, Rijswijk, The Netherlands
| | | | - Johannes Berkhof
- Amsterdam UMC, Vrije Universiteit Amsterdam, Epidemiology and Data Science, Amsterdam, The Netherlands
| | - Daniëlle A M Heideman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
15
|
Flausino CS, Daniel FI, Modolo F. DNA methylation in oral squamous cell carcinoma: from its role in carcinogenesis to potential inhibitor drugs. Crit Rev Oncol Hematol 2021; 164:103399. [PMID: 34147646 DOI: 10.1016/j.critrevonc.2021.103399] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 06/02/2021] [Accepted: 06/04/2021] [Indexed: 02/06/2023] Open
Abstract
DNA methylation is one of epigenetic changes most frequently studied nowadays, together with its relationship with oral carcinogenesis. A group of enzymes is responsible for methylation process, known as DNA methyltransferases (DNMT). Although essential during embryogenesis, DNA methylation pattern alterations, including global hypomethylation or gene promoter hypermethylation, can be respectively associated with chromosomal instability and tumor suppressor gene silencing. Higher expression of DNA methyltransferases is a common finding in oral cancer and may contribute to inactivation of important tumor suppressor genes, influencing development, progression, metastasis, and prognosis of the tumor. To control these alterations, inhibitor drugs have been developed as a way to regulate DNMT overexpression, and they are intended to be associated with ongoing chemo- and radiotherapy in oral cancer treatments. In this article, we aimed to highlight the current knowledge about DNA methylation in oral cancer, including main hyper/hypomethylated genes, DNMT expression and its inhibitor treatments.
Collapse
Affiliation(s)
| | - Filipe Ivan Daniel
- Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.
| | - Filipe Modolo
- Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| |
Collapse
|
16
|
Sorroche BP, Talukdar FR, Lima SCS, Melendez ME, de Carvalho AC, de Almeida GC, De Marchi P, Lopes M, Ribeiro Pinto LF, Carvalho AL, Herceg Z, Arantes LMRB. DNA Methylation Markers from Negative Surgical Margins Can Predict Recurrence of Oral Squamous Cell Carcinoma. Cancers (Basel) 2021; 13:2915. [PMID: 34207933 PMCID: PMC8230600 DOI: 10.3390/cancers13122915] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/21/2021] [Accepted: 05/27/2021] [Indexed: 12/02/2022] Open
Abstract
The identification of molecular markers in negative surgical margins of oral squamous cell carcinoma (OSCC) might help in identifying residual molecular aberrations, and potentially improve the prediction of prognosis. We performed an Infinium MethylationEPIC BeadChip array on 32 negative surgical margins stratified based on the status of tumor recurrence in order to identify recurrence-specific aberrant DNA methylation (DNAme) markers. We identified 2512 recurrence-associated Differentially Methylated Positions (DMPs) and 392 Differentially Methylated Regions (DMRs) which were enriched in cell signaling and cancer-related pathways. A set of 14-CpG markers was able to discriminate recurrent and non-recurrent cases with high specificity and sensitivity rates (AUC 0.98, p = 3 × 10-6; CI: 0.95-1). A risk score based on the 14-CpG marker panel was applied, with cases classified within higher risk scores exhibiting poorer survival. The results were replicated using tumor-adjacent normal HNSCC samples from The Cancer Genome Atlas (TCGA). We identified residual DNAme aberrations in the negative surgical margins of OSCC patients, which could be informative for patient management by improving therapeutic intervention. This study proposes a novel DNAme-based 14-CpG marker panel as a promising predictor for tumor recurrence, which might contribute to improved decision-making for the personalized treatment of OSCC cases.
Collapse
Affiliation(s)
- Bruna Pereira Sorroche
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | | | - Sheila Coelho Soares Lima
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - Matias Eliseo Melendez
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | - Ana Carolina de Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | | | - Pedro De Marchi
- Medical Oncology Department, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil;
- Oncoclínicas, Rio de Janeiro 22250-905, RJ, Brazil
| | - Monique Lopes
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - Luis Felipe Ribeiro Pinto
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - André Lopes Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | - Zdenko Herceg
- Epigenetics Group, International Agency for Research on Cancer, 69008 Lyon, France;
| | | |
Collapse
|
17
|
Viet CT, Yu G, Asam K, Thomas CM, Yoon AJ, Wongworawat YC, Haghighiabyaneh M, Kilkuts CA, McGue CM, Couey MA, Callahan NF, Doan C, Walker PC, Nguyen K, Kidd SC, Lee SC, Grandhi A, Cheng AC, Patel AA, Philipone E, Ricks OL, Allen CT, Aouizerat BE. The REASON score: an epigenetic and clinicopathologic score to predict risk of poor survival in patients with early stage oral squamous cell carcinoma. Biomark Res 2021; 9:42. [PMID: 34090518 PMCID: PMC8178935 DOI: 10.1186/s40364-021-00292-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/06/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Oral squamous cell carcinoma (OSCC) is a capricious cancer with poor survival rates, even for early-stage patients. There is a pressing need to develop more precise risk assessment methods to appropriately tailor clinical treatment. Genome-wide association studies have not produced a viable biomarker. However, these studies are limited by using heterogeneous cohorts, not focusing on methylation although OSCC is a heavily epigenetically-regulated cancer, and not combining molecular data with clinicopathologic data for risk prediction. In this study we focused on early-stage (I/II) OSCC and created a risk score called the REASON score, which combines clinicopathologic characteristics with a 12-gene methylation signature, to predict the risk of 5-year mortality. METHODS We combined data from an internal cohort (n = 515) and The Cancer Genome Atlas (TCGA) cohort (n = 58). We collected clinicopathologic data from both cohorts to derive the non-molecular portion of the REASON score. We then analyzed the TCGA cohort DNA methylation data to derive the molecular portion of the risk score. RESULTS 5-year disease specific survival was 63% for the internal cohort and 86% for the TCGA cohort. The clinicopathologic features with the highest predictive ability among the two the cohorts were age, race, sex, tobacco use, alcohol use, histologic grade, stage, perineural invasion (PNI), lymphovascular invasion (LVI), and margin status. This panel of 10 non-molecular features predicted 5-year mortality risk with a concordance (c)-index = 0.67. Our molecular panel consisted of a 12-gene methylation signature (i.e., HORMAD2, MYLK, GPR133, SOX8, TRPA1, ABCA2, HGFAC, MCPH1, WDR86, CACNA1H, RNF216, CCNJL), which had the most significant differential methylation between patients who survived vs. died by 5 years. All 12 genes have already been linked to survival in other cancers. Of the genes, only SOX8 was previously associated with OSCC; our study was the first to link the remaining 11 genes to OSCC survival. The combined molecular and non-molecular panel formed the REASON score, which predicted risk of death with a c-index = 0.915. CONCLUSIONS The REASON score is a promising biomarker to predict risk of mortality in early-stage OSCC patients. Validation of the REASON score in a larger independent cohort is warranted.
Collapse
Affiliation(s)
- Chi T Viet
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Suite 3304, Loma Linda, CA, 92350, USA.
| | - Gary Yu
- New York University Rory Meyers College of Nursing, New York, NY, USA
| | - Kesava Asam
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Bluestone Center for Clinical Research, New York University College of Dentistry, New York, NY, USA
| | - Carissa M Thomas
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Angela J Yoon
- Division of Oral and Maxillofacial Pathology, Department of Pathology & Cell Biology, Columbia University College of Dental Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Yan Chen Wongworawat
- Department of Pathology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Mina Haghighiabyaneh
- Department of Pathology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Courtney A Kilkuts
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Suite 3304, Loma Linda, CA, 92350, USA
| | - Caitlyn M McGue
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Suite 3304, Loma Linda, CA, 92350, USA
| | - Marcus A Couey
- Head and Neck Surgery, Providence Cancer Institute, Portland, OR, USA
- Head and Neck Surgery, Legacy Cancer Center, Portland, OR, USA
| | - Nicholas F Callahan
- Department of Oral and Maxillofacial Surgery, University of Illinois at Chicago, College of Dentistry, Chicago, IL, USA
| | - Coleen Doan
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Suite 3304, Loma Linda, CA, 92350, USA
| | - Paul C Walker
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Khanh Nguyen
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Stephanie C Kidd
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Steve C Lee
- Department of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Anupama Grandhi
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Suite 3304, Loma Linda, CA, 92350, USA
| | - Allen C Cheng
- Head and Neck Surgery, Providence Cancer Institute, Portland, OR, USA
- Head and Neck Surgery, Legacy Cancer Center, Portland, OR, USA
| | - Ashish A Patel
- Head and Neck Surgery, Providence Cancer Institute, Portland, OR, USA
- Head and Neck Surgery, Legacy Cancer Center, Portland, OR, USA
| | - Elizabeth Philipone
- Division of Oral and Maxillofacial Pathology, Department of Pathology & Cell Biology, Columbia University College of Dental Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Olivia L Ricks
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Clint T Allen
- Section on Translational Tumor Immunology, National Institute on Deafness and Other Communication Disorders (NIDCD), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Bradley E Aouizerat
- New York University Rory Meyers College of Nursing, New York, NY, USA
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, NY, USA
- Bluestone Center for Clinical Research, New York University College of Dentistry, New York, NY, USA
| |
Collapse
|
18
|
Gissi DB, Gabusi A, Tarsitano A, Asioli S, Rossi R, Marchetti C, Montebugnoli L, Foschini MP, Morandi L. Application of a non-invasive oral brushing procedure based on bisulfite sequencing of a 13-gene panel to study high-risk OSCC patients. Cancer Biomark 2021; 28:499-510. [PMID: 32568174 DOI: 10.3233/cbm-190422] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND A non-invasive sampling procedure for the early detection of Oral Squamous Cell Carcinoma (OSCC) based on DNA methylation analysis of a panel of 13 genes was applied in 4 different OSCC risk-group of patients. Aim of the study is to evaluate the between-group differences and the variables related to the methylation profile of each group. METHODS Oral brushing samples were collected from 54 healthy subjects, 31 Oral Leukoplakia (OL) patients, 18 Oral Lichen Planus (OLP) patients and 26 patients previously treated for OSCC. Each sample was considered positive or negative in relation to a predefined cut-off value. RESULTS None of the samples from 54 healthy subjects were positive, whereas 22/31 OL, 3/18 OLP and 8/26 surgically treated OSCC samples showed positive values with respect to the cut-off. In OL patients, dysplasia was the only variable significantly related to positive values: 10/10 OLs with high-grade dysplasia were positive with respect to 12/21 OLs without dysplasia (Chi 6.039, p< 0.05). CONCLUSION DNA methylation analysis in epithelial cells collected by oral brushing seems to be a promising genetic method to distinguish lesions at high risk of developing OSCC. Larger population studies and an adequate follow-up period are necessary to confirm these preliminary data.
Collapse
Affiliation(s)
- Davide B Gissi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Andrea Gabusi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Achille Tarsitano
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Section of Maxillo-facial Surgery at Policlinico S. Orsola-Malpighi, Bologna, Italy
| | - Sofia Asioli
- Department of Biomedical and Neuromotor Sciences, Section of Anatomic Pathology at Bellaria Hospital, University of Bologna, Bologna, Italy
| | - Roberto Rossi
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Claudio Marchetti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Section of Maxillo-facial Surgery at Policlinico S. Orsola-Malpighi, Bologna, Italy
| | - Lucio Montebugnoli
- Department of Biomedical and Neuromotor Sciences, Section of Oral Sciences, University of Bologna, Bologna, Italy
| | - Maria P Foschini
- Department of Biomedical and Neuromotor Sciences, Section of Anatomic Pathology at Bellaria Hospital, University of Bologna, Bologna, Italy
| | - Luca Morandi
- Department of Biomedical and Neuromotor Sciences, Functional MR Unit, IRCCS Istituto Delle Scienze Neurologiche di Bologna, University of Bologna, Bologna, Italy
| |
Collapse
|
19
|
Southekal S, Mishra NK, Guda C. Pan-Cancer Analysis of Human Kinome Gene Expression and Promoter DNA Methylation Identifies Dark Kinase Biomarkers in Multiple Cancers. Cancers (Basel) 2021; 13:cancers13061189. [PMID: 33801837 PMCID: PMC8001681 DOI: 10.3390/cancers13061189] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/04/2021] [Accepted: 03/08/2021] [Indexed: 11/16/2022] Open
Abstract
Kinases are a group of intracellular signaling molecules that play critical roles in various biological processes. Even though kinases comprise one of the most well-known therapeutic targets, many have been understudied and therefore warrant further investigation. DNA methylation is one of the key epigenetic regulators that modulate gene expression. In this study, the human kinome's DNA methylation and gene expression patterns were analyzed using the level-3 TCGA data for 32 cancers. Unsupervised clustering based on kinome data revealed the grouping of cancers based on their organ level and tissue type. We further observed significant differences in overall kinase methylation levels (hyper- and hypomethylation) between the tumor and adjacent normal samples from the same tissue. Methylation expression quantitative trait loci (meQTL) analysis using kinase gene expression with the corresponding methylated probes revealed a highly significant and mostly negative association (~92%) within 1.5 kb from the transcription start site (TSS). Several understudied (dark) kinases (PKMYT1, PNCK, BRSK2, ERN2, STK31, STK32A, and MAPK4) were also identified with a significant role in patient survival. This study leverages results from multi-omics data to identify potential kinase markers of prognostic and diagnostic importance and further our understanding of kinases in cancer.
Collapse
Affiliation(s)
| | | | - Chittibabu Guda
- Correspondence: (N.K.M.); (C.G.); Tel.: +1-402-559-5954 (C.G.)
| |
Collapse
|
20
|
Renzi A, Morandi L, Bellei E, Marconato L, Rigillo A, Aralla M, Lenzi J, Bettini G, Tinto D, Sabattini S. Validation of oral brushing as a non-invasive technique for the identification of feline oral squamous cell carcinoma by DNA methylation and TP53 mutation analysis. Vet Comp Oncol 2021; 19:501-509. [PMID: 33624422 DOI: 10.1111/vco.12688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/25/2021] [Accepted: 02/13/2021] [Indexed: 11/27/2022]
Abstract
Feline oral squamous cell carcinoma (FOSCC) is a frequent and progressively invasive tumour. Early lesions are difficult to recognize based on the sole clinical examination and may be misinterpreted as non-neoplastic. Mutations of TP53 and epigenetic alterations of specific genes are present in FOSCC and may be early detected. Aim of this prospective study was to investigate the DNA methylation pattern of a 17-gene panel and TP53 mutational status of FOSCC cytological samples obtained by oral brushing. Results were compared with a control group, in order to validate this non-invasive procedure for the screening of FOSCC. In FOSCC, the same analyses were carried out on the corresponding histological sample, if available. Thirty-five FOSCC and 60 controls were included. Mutations of TP53 were detected in 17 FOSCC brushings (48%) and in none of the controls (P < .001). Six genes (ZAP70, FLI1, MiR124-1, KIF1A, MAGEC2 and MiR363) were differentially methylated in FOSCC and were included in a methylation score. An algorithm based on TP53 mutational status and methylation score allowed to differentiate FOSCC from controls with a 69% sensitivity and a 97% specificity (accuracy, 86%). In 19 FOSCC histological samples, TP53 mutational status was fully concordant with brushings and a positive methylation score was observed in all cases. These results are promising for the identification of FOSCC by oral brushing, although some factors may limit the accuracy of this technique and further studies are required to assess its reproducibility in clinical practice.
Collapse
Affiliation(s)
- Andrea Renzi
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Luca Morandi
- Department of Biomedical and Neuromotor Sciences, Functional MR Unit, IRCCS Istituto delle Scienze Neurologiche di Bologna, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Emma Bellei
- Ospedale Veterinario "I Portoni Rossi", Bologna, Italy
| | - Laura Marconato
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Antonella Rigillo
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | | | - Jacopo Lenzi
- Department of Biomedical and Neuromotor Sciences, Section of Hygiene, Public Health and Medical Statistics, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Giuliano Bettini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Debora Tinto
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Silvia Sabattini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| |
Collapse
|
21
|
Herreros-Pomares A, Llorens C, Soriano B, Bagan L, Moreno A, Calabuig-Fariñas S, Jantus-Lewintre E, Bagan J. Differentially methylated genes in proliferative verrucous leukoplakia reveal potential malignant biomarkers for oral squamous cell carcinoma. Oral Oncol 2021; 116:105191. [PMID: 33657465 DOI: 10.1016/j.oraloncology.2021.105191] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 12/31/2020] [Accepted: 01/13/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVES To explore the pathophysiology of proliferative verrucous leucoplakia (PVL) through a methylated DNA immunoprecipitation and high-throughput sequencing (MeDIP-seq) case-control study. MATERIALS AND METHODS Oral biopsies from ten PVL patients and five healthy individuals were obtained and used to compare their epigenetic patterns. Network biology methods and integrative analyses of MeDIP-seq and RNAseq data were applied to investigate functional relations among differentially methylated genes (DMGs). The value of selected genes as malignant biomarkers was evaluated in a large cohort of oral squamous cell carcinoma (OSCC) patients from TCGA. RESULTS A total of 4647 differentially methylated regions were found, with a prominent state of hypermethylation in PVL patients. At the gene level, differentially methylated regions (DMRs) covered 826 genes with distinct roles, including transcription factors and binding proteins with functions in cell adhesion, migration, proliferation, regulation of transcription, bone morphogenesis, and cell signalling. Network analysis revealed three major hubs, two of them collecting proteins related to the response of the patients to PVL and treatment and one hub collecting proteins related to PVL and cancer. The integrative analysis revealed 8 genes (ARTN, CD8A, GATA3, HOXD10, MYO7A, OSR2, PLCB1, and SPOCK2) significantly upregulated in PVL compared to control and 5 genes (ANKRD6, DLG2, GPX3, PITX2, and ZNF736) significantly downregulated. The status of de-regulation found for PVL patients was concordant with what was found for OSCC samples compared to normal adjacent tissue. CONCLUSION Our findings show the potential of methylation markers in PVL and suggest novel OSCC diagnostic biomarkers which may boost the development of novel epigenetic-based therapies.
Collapse
Affiliation(s)
- Alejandro Herreros-Pomares
- Molecular Oncology Laboratory, Fundación Hospital General Universitario de Valencia, Valencia, Spain; CIBERONC, Valencia, Spain
| | - Carlos Llorens
- Biotechvana, Parc Cientific, Universitat de València, Paterna, Valencia, Spain
| | - Beatriz Soriano
- Biotechvana, Parc Cientific, Universitat de València, Paterna, Valencia, Spain
| | - Leticia Bagan
- Medicina Oral Unit, Stomatology Department, Valencia University, Spain
| | - Andrea Moreno
- Molecular Oncology Laboratory, Fundación Hospital General Universitario de Valencia, Valencia, Spain; TRIAL Mixed Unit, Centro de Investigación Príncipe Felipe-Fundación para la Investigación del Hospital General Universitario de Valencia, Valencia, Spain
| | - Silvia Calabuig-Fariñas
- Molecular Oncology Laboratory, Fundación Hospital General Universitario de Valencia, Valencia, Spain; CIBERONC, Valencia, Spain; TRIAL Mixed Unit, Centro de Investigación Príncipe Felipe-Fundación para la Investigación del Hospital General Universitario de Valencia, Valencia, Spain; Department of Pathology, Universitat de València, Valencia, Spain
| | - Eloísa Jantus-Lewintre
- Molecular Oncology Laboratory, Fundación Hospital General Universitario de Valencia, Valencia, Spain; CIBERONC, Valencia, Spain; TRIAL Mixed Unit, Centro de Investigación Príncipe Felipe-Fundación para la Investigación del Hospital General Universitario de Valencia, Valencia, Spain; Department of Biotechnology, Universitat Politècnica de València, Valencia, Spain.
| | - José Bagan
- CIBERONC, Valencia, Spain; Medicina Oral Unit, Stomatology Department, Valencia University, Spain; Department of Stomatology and Maxillofacial Surgery, Hospital General Universitario de Valencia, Valencia, Spain.
| |
Collapse
|
22
|
Dong Z, Yeo KS, Lopez G, Zhang C, Dankert Eggum EN, Rokita JL, Ung CY, Levee TM, Her ZP, Howe CJ, Hou X, van Ree JH, Li S, He S, Tao T, Fritchie K, Torres-Mora J, Lehman JS, Meves A, Razidlo GL, Rathi KS, Weroha SJ, Look AT, van Deursen JM, Li H, Westendorf JJ, Maris JM, Zhu S. GAS7 Deficiency Promotes Metastasis in MYCN-Driven Neuroblastoma. Cancer Res 2021; 81:2995-3007. [PMID: 33602789 DOI: 10.1158/0008-5472.can-20-1890] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 01/04/2021] [Accepted: 02/15/2021] [Indexed: 11/16/2022]
Abstract
One of the greatest barriers to curative treatment of neuroblastoma is its frequent metastatic outgrowth prior to diagnosis, especially in cases driven by amplification of the MYCN oncogene. However, only a limited number of regulatory proteins that contribute to this complex MYCN-mediated process have been elucidated. Here we show that the growth arrest-specific 7 (GAS7) gene, located at chromosome band 17p13.1, is preferentially deleted in high-risk MYCN-driven neuroblastoma. GAS7 expression was also suppressed in MYCN-amplified neuroblastoma lacking 17p deletion. GAS7 deficiency led to accelerated metastasis in both zebrafish and mammalian models of neuroblastoma with overexpression or amplification of MYCN. Analysis of expression profiles and the ultrastructure of zebrafish neuroblastoma tumors with MYCN overexpression identified that GAS7 deficiency led to (i) downregulation of genes involved in cell-cell interaction, (ii) loss of contact among tumor cells as critical determinants of accelerated metastasis, and (iii) increased levels of MYCN protein. These results provide the first genetic evidence that GAS7 depletion is a critical early step in the cascade of events culminating in neuroblastoma metastasis in the context of MYCN overexpression. SIGNIFICANCE: Heterozygous deletion or MYCN-mediated repression of GAS7 in neuroblastoma releases an important brake on tumor cell dispersion and migration to distant sites, providing a novel mechanism underlying tumor metastasis in MYCN-driven neuroblastoma.See related commentary by Menard, p. 2815.
Collapse
Affiliation(s)
- Zhiwei Dong
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Kok Siong Yeo
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Gonzalo Lopez
- Department of Genetics and Genomic Sciences and Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Cheng Zhang
- Department of Molecular Pharmacology & Experimental Therapeutics, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Erin N Dankert Eggum
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Jo Lynne Rokita
- Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Bioinformatics and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Division of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Choong Yong Ung
- Department of Molecular Pharmacology & Experimental Therapeutics, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Taylor M Levee
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Zuag Paj Her
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Cassie J Howe
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Xiaonan Hou
- Departments of Oncology, Radiation Oncology, and Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota
| | - Janine H van Ree
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Shuai Li
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Shuning He
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Ting Tao
- Children's Hospital, Zhejiang University School of Medicine; National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, China
| | - Karen Fritchie
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Jorge Torres-Mora
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Julia S Lehman
- Department of Dermatology, Mayo Clinic, Rochester, Minnesota
| | - Alexander Meves
- Department of Dermatology, Mayo Clinic, Rochester, Minnesota
| | - Gina L Razidlo
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Komal S Rathi
- Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Bioinformatics and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - S John Weroha
- Departments of Oncology, Radiation Oncology, and Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota
| | - A Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Jan M van Deursen
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota
| | - Hu Li
- Department of Molecular Pharmacology & Experimental Therapeutics, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Jennifer J Westendorf
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota.,Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - John M Maris
- Department of Bioinformatics and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, Philadelphia, Pennsylvania
| | - Shizhen Zhu
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Mayo Clinic Cancer Center, Rochester, Minnesota. .,Department of Molecular Pharmacology & Experimental Therapeutics, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| |
Collapse
|
23
|
Dick S, Verhoef L, De Strooper LM, Ciocănea-Teodorescu I, Wisman GBA, Meijer CJ, Bleeker MC, Steenbergen RD, Heideman DA. Evaluation of six methylation markers derived from genome-wide screens for detection of cervical precancer and cancer. Epigenomics 2020; 12:1569-1578. [PMID: 32938193 DOI: 10.2217/epi-2019-0331] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Aim: To evaluate the triage performance of six host-cell DNA methylation markers derived from two genome-wide discovery screens for detection of cervical precancer (cervical intraepithelial neoplasia 3 [CIN]) and cancer. Materials & methods: Human papillomavirus-positive cervical scrapes of controls (≤CIN1; n = 352) and women diagnosed with CIN3 (n = 175) or cervical cancer (n = 50) were analyzed for methylation of ASCL1, LHX8, ST6GALNAC5, GHSR, SST and ZIC1. Results: Methylation levels increased significantly with disease severity (all markers p < 0.001). Three markers (ASCL1, LHX8, ZIC1) showed receiver operating characteristic curves with area under the curve >0.800 after leave-one-out cross-validation. Bi-marker panel ASCL1/LHX8 had highest area under the curve (0.882), and detected 83.4% of CIN3 and all cervical cancers at specificity of 82.4%. Conclusion: All six methylation markers showed an equivalent, high performance for the triage of human papillomavirus-positive women using cervical scrapes with complementarity between markers.
Collapse
Affiliation(s)
- Stèfanie Dick
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Lisanne Verhoef
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Lise Ma De Strooper
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Iuliana Ciocănea-Teodorescu
- Amsterdam UMC, Vrije Universiteit Amsterdam, Epidemiology & Biostatistics, De Boelelaan 1117, Amsterdam, The Netherlands
| | - G Bea A Wisman
- University of Groningen, University Medical Centre Groningen, Gynaecologic Oncology, Cancer Research Center Groningen, Groningen, The Netherlands
| | - Chris Jlm Meijer
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Maaike Cg Bleeker
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Renske Dm Steenbergen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Daniëlle Am Heideman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| |
Collapse
|
24
|
Gissi DB, Fabbri VP, Gabusi A, Lenzi J, Morandi L, Melotti S, Asioli S, Tarsitano A, Balbi T, Marchetti C, Montebugnoli L. Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential. Int J Mol Sci 2020; 21:ijms21186691. [PMID: 32937734 PMCID: PMC7555204 DOI: 10.3390/ijms21186691] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/21/2020] [Accepted: 09/08/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Prognosis of oral squamous cell carcinoma (OSCC) is difficult to exactly assess on pre-operative biopsies. Since OSCC DNA methylation profile has proved to be a useful pre-operative diagnostic tool, the aim of the present study was to evaluate the prognostic impact of DNA methylation profile to discriminate OSCC with high and low aggressive potential. METHODS 36 OSCC cases underwent neoplastic cells collection by gentle brushing of the lesion, before performing a pre-operative biopsy. The CpG islands methylation status of 13 gene (ZAP70, ITGA4, KIF1A, PARP15, EPHX3, NTM, LRRTM1, FLI1, MiR193, LINC00599, MiR296, TERT, GP1BB) was studied by bisulfite Next Generation Sequencing (NGS). A Cox proportional hazards model via likelihood-based component-wise boosting was used to evaluate the prognostic power of the CpG sites. RESULTS The boosting estimation identified five CpGs with prognostic significance: EPHX3-24, EPHX3-26, ITGA4-3, ITGA4-4, and MiR193-3. The combination of significant CpGs provided promising results for adverse events prediction (Brier score = 0.080, C-index = 0.802 and AUC = 0.850). ITGA4 had a strong prognostic power in patients with early OSCC. CONCLUSIONS These data confirm that the study of methylation profile provides new insights into the molecular mechanisms of OSCC and can allow a better OSCC prognostic stratification even before surgery.
Collapse
Affiliation(s)
- Davide B. Gissi
- Section of Oral Science, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40159 Bologna, Italy; (D.B.G.); (A.G.); (L.M.)
| | - Viscardo P. Fabbri
- Section of Anatomic Pathology at Bellaria Hospital, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40139 Bologna, Italy; (V.P.F.); (S.M.); (S.A.)
| | - Andrea Gabusi
- Section of Oral Science, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40159 Bologna, Italy; (D.B.G.); (A.G.); (L.M.)
| | - Jacopo Lenzi
- Section of Hygiene, Public Health and Medical Statistics, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy;
| | - Luca Morandi
- Functional MR Unit, Bellaria Hospital, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40139 Bologna, Italy
- Correspondence:
| | - Sofia Melotti
- Section of Anatomic Pathology at Bellaria Hospital, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40139 Bologna, Italy; (V.P.F.); (S.M.); (S.A.)
| | - Sofia Asioli
- Section of Anatomic Pathology at Bellaria Hospital, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40139 Bologna, Italy; (V.P.F.); (S.M.); (S.A.)
| | - Achille Tarsitano
- Unit of Oral and Maxillofacial Surgery, Azienda Ospedaliero-Universitaria di Bologna, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy; (A.T.); (C.M.)
| | - Tiziana Balbi
- Unit of Anatomic Pathology, S. Orsola Hospital, 40138 Bologna, Italy;
| | - Claudio Marchetti
- Unit of Oral and Maxillofacial Surgery, Azienda Ospedaliero-Universitaria di Bologna, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy; (A.T.); (C.M.)
| | - Lucio Montebugnoli
- Section of Oral Science, Department of Biomedical and Neuromotor Sciences, University of Bologna, 40159 Bologna, Italy; (D.B.G.); (A.G.); (L.M.)
| |
Collapse
|
25
|
Dongoran RA, Wang KH, Lin TJ, Yuan TC, Liu CH. Anti-Proliferative Effect of Statins Is Mediated by DNMT1 Inhibition and p21 Expression in OSCC Cells. Cancers (Basel) 2020; 12:E2084. [PMID: 32731382 PMCID: PMC7463937 DOI: 10.3390/cancers12082084] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 07/23/2020] [Accepted: 07/27/2020] [Indexed: 12/13/2022] Open
Abstract
Statins, also known as HMG-CoA reductase inhibitors, are a class of cholesterol-lowering drugs and their anti-cancer effects have been studied in different types of malignant diseases. In the present study, we investigated the anti-proliferative effects of statins, including cerivastatin and simvastatin, on oral squamous cell carcinoma (OSCC) cells. Our data showed that statins inhibited the proliferation of three OSCC cell lines in a dose-dependent manner and this growth inhibition was confirmed through G0/G1 cell cycle arrest. Accordingly, we found the upregulation of p21 and downregulation of cyclin-dependent kinases, including CDK2, CDK4, and CDK6, in the statin-treated cells. Importantly, we clearly showed that statins were able to inhibit the expression of DNA methyltransferase 1 (DNMT1) and further promote the expression of p21. Taken together, our data demonstrated that the anti-proliferative effect of statins is mediated by suppressing DNMT1 expression, thus promoting p21 expression and leading to G0/G1 cell cycle arrest in OSCC cells.
Collapse
Affiliation(s)
- Rachmad Anres Dongoran
- Ph.D. Program in Pharmacology and Toxicology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan; (R.A.D.); (T.-J.L.)
- Indonesian Food and Drug Authority (Indonesian FDA), Jakarta 10560, Indonesia
| | - Kai-Hung Wang
- Department of Medical Research, Tzu Chi Hospital, Hualien 97004, Taiwan;
| | - Tsung-Jen Lin
- Ph.D. Program in Pharmacology and Toxicology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan; (R.A.D.); (T.-J.L.)
| | - Ta-Chun Yuan
- Department of Life Science, College of Science and Engineering, National Dong Hwa University, Hualien 97401, Taiwan
| | - Chin-Hung Liu
- Ph.D. Program in Pharmacology and Toxicology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan; (R.A.D.); (T.-J.L.)
- Department of Pharmacology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| |
Collapse
|
26
|
Renzi A, Morandi L, Lenzi J, Rigillo A, Bettini G, Bellei E, Giacomini A, Tinto D, Sabattini S. Analysis of DNA methylation and TP53 mutational status for differentiating feline oral squamous cell carcinoma from non-neoplastic mucosa: A preliminary study. Vet Comp Oncol 2020; 18:825-837. [PMID: 32506786 DOI: 10.1111/vco.12624] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 05/13/2020] [Accepted: 06/02/2020] [Indexed: 12/14/2022]
Abstract
Feline oral squamous cell carcinoma (FOSCC) is characterized by high local invasiveness and early bone lysis. The late diagnosis largely limits the efficacy of therapy and increases treatment-related morbidity. The aim of this exploratory study was to assess the methylation pattern of 10 candidate genes and TP53 mutational status in histologic samples of FOSCC. Results were compared with normal oral mucosa and oral inflammatory lesions, in order to establish a gene panel for FOSCC detection. For 10 cats, the above analyses were also performed on oral brushing samples, in order to explore the utility of these methods for screening purposes. Thirty-one FOSCC, 25 chronic inflammatory lesions and 12 controls were included. TP53 mutations were significantly more frequent in the FOSCC (68%) than in the non-neoplastic oral mucosa (3%; P <.001). Based on lasso regression analysis, a step-wise algorithm including TP53, FLI1, MiR124-1, KIF1A and MAGEC2 was proposed. The algorithm allowed to differentiate FOSCC with 94% sensitivity and 100% specificity (accuracy, 97%). When applying the proposed algorithm on 10 brushing samples, accuracy decreased to 80%. These results indicate that the altered DNA methylation of specific genes is present in FOSCC, together with a significant proportion of TP53 mutations. Such alterations are infrequent in normal oral mucosa and chronic stomatitis in cats, suggesting their involvement in feline oral carcinogenesis and their utility as diagnostic biomarkers. Further studies on a high number of brushing samples will be needed to assess the utility of a screening test for the early detection of FOSCC.
Collapse
Affiliation(s)
- Andrea Renzi
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Luca Morandi
- Department of Biomedical and Neuromotor Sciences, Functional MR Unit, IRCCS Istituto delle Scienze Neurologiche di Bologna, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Jacopo Lenzi
- Department of Biomedical and Neuromotor Sciences, Section of Hygiene, Public Health and Medical Statistics, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Antonella Rigillo
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Giuliano Bettini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Emma Bellei
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Alessandra Giacomini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Debora Tinto
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Silvia Sabattini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
| |
Collapse
|
27
|
Dai Y, Lv Q, Qi T, Qu J, Ni H, Liao Y, Liu P, Qu Q. Identification of hub methylated-CpG sites and associated genes in oral squamous cell carcinoma. Cancer Med 2020; 9:3174-3187. [PMID: 32155325 PMCID: PMC7196066 DOI: 10.1002/cam4.2969] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 02/07/2020] [Accepted: 02/16/2020] [Indexed: 12/15/2022] Open
Abstract
To improve personalized diagnosis and prognosis for oral squamous cell carcinoma (OSCC) by identification of hub methylated‐CpG sites and associated genes, weighted gene comethylation network analysis (WGCNA) was performed to examine and identify hub modules and CpG sites correlated with OSCC. Here, WGCNA modeling yielded blue and brown comethylation modules that were significantly associated with OSCC status. Following screening of the differentially expressed genes (DEGs) from gene expression microarrays and differentially methylated‐CpG sites (DCGs), integrated multiomics analysis of the DEGs, DCGs, and hub CpG sites from the modules was performed to investigate their correlations. Expression levels of 16 CpG sites‐associated genes were negatively correlated with methylation patterns of promoter. Moreover, Kaplan‐Meier survival analysis of the hub CpG sites and associated genes was carried out using 2 public databases, MethSurv and GEPIA. Only 5 genes, ACTA1, ACTN2, OSR1, SYNGR1, and ZNF677, had significant overall survival using GEPIA. Hypermethylated‐CpG sites ACTN2‐cg21376883 and OSR1‐cg06509239 were found to be associated with poor survival by MethSurv. Methylation status of specific site and expression levels of associated genes were determined using clinical samples by quantitative methylation‐specific PCR and real‐time PCR. Pearson's correlation analysis showed that methylation levels of cg06509239 and cg18335068 were negatively related to OSR1 and ZNF677 expression levels, respectively. Our classification schema using multiomics analysis represents a screening framework for identification of hub CpG sites and associated genes.
Collapse
Affiliation(s)
- Yuxin Dai
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China.,Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Qiaoli Lv
- Department of Science and Education, Jiangxi Key Laboratory of Translational Cancer Research, Jiangxi Cancer Hospital, Nanchang, Jiangxi, China
| | - Tingting Qi
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jian Qu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hongli Ni
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yongkang Liao
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, Hunan, China
| | - Peng Liu
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, Hunan, China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China.,Institute for Rational and Safe Medication Practices, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| |
Collapse
|
28
|
Adeoye J, Brennan PA, Thomson P. “Search less, verify more”—Reviewing salivary biomarkers in oral cancer detection. J Oral Pathol Med 2020; 49:711-719. [DOI: 10.1111/jop.13003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 02/03/2020] [Indexed: 12/19/2022]
Affiliation(s)
- John Adeoye
- Oral & Maxillofacial Surgery Faculty of Dentistry The University of Hong Kong Hong Kong SAR China
| | | | - Peter Thomson
- Oral & Maxillofacial Surgery Faculty of Dentistry The University of Hong Kong Hong Kong SAR China
| |
Collapse
|
29
|
Kim SY, Han YK, Song JM, Lee CH, Kang K, Yi JM, Park HR. Aberrantly hypermethylated tumor suppressor genes were identified in oral squamous cell carcinoma (OSCC). Clin Epigenetics 2019; 11:116. [PMID: 31405379 PMCID: PMC6689875 DOI: 10.1186/s13148-019-0715-0] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 07/22/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Oral squamous cell carcinoma (OSCC) is a genetic and epigenetic disease. There is growing evidence to suggest that environmental factors due to epigenetic changes can be involved in the OSCC pathogenesis. Although tumor suppressor genes (TSGs) are commonly inactivated by promoter hypermethylation in human cancers, the epigenetic changes and the mechanism of TSGs in human OSCC remain unclear. We therefore assessed the methylation status of the TSGs, which are associated with epigenetic silencing in human cancers, OSCC cell lines, primary tumors, and normal oral mucosa. RESULTS We used 14 TSGs that were originally identified in colon cancer to investigate the aberrant hypermethylation of these genes associated with transcriptional silencing in 10 OSCC cell lines. We found three TSGs, TFPI2, SOX17, and GATA4, that are robustly hypermethylated and are associated with transcriptional silencing in OSCC cell lines. The re-expression of the three genes was induced by 5-aza-2'-deoxycytidine (5-aza-dC) in cells in which these genes were not expressed or had a lack of expression. In 33 cases of primary OSCC tumors, promoter hypermethylation was detected for the TFPI2, SOX17, and GATA4 genes at (32/33) 97%, (22/33) 67%, and (11/33) 33%, respectively. Eleven normal oral mucosa samples showed no promoter hypermethylation for all three genes, which suggests that this promoter hypermethylation is cancer-specific. Bisulfite sequencing analysis confirmed the cancer-specific methylation of the TFPI2, SOX17, and GATA4 promoters in the OSCC cell lines and tumors but not in the normal oral mucosa samples. More importantly, the methylation status of TFPI2, GATA4, and SOX17 was significantly associated with OSCC patients' overall survival through TCGA DNA methylation database. CONCLUSIONS We identified that TFPI2, SOX17, and GATA4 are frequently hypermethylated in human OSCC cells in a cancer-specific manner and that the transcriptional expression of these genes is regulated by promoter hypermethylation in OSCC. Our results highlight the great potential used as a synergistic biomarker set to improve the prognosis and therapeutic treatment for patients with OSCC.
Collapse
Affiliation(s)
- Soo Yeon Kim
- Department of Oral Pathology, School of Dentistry, Pusan National University, Yangsan, 50612, Gyeongsangnam-do, Republic of Korea
| | - Yu Kyeong Han
- Department of Microbiology and Immunology, College of Medicine, Inje University, Busan, 47392, Republic of Korea
| | - Jae Min Song
- Department of Oral and Maxillofacial Surgery, Pusan National University, Yangsan, 50612, Gyeongsangnam-do, Republic of Korea.,Dental and Life Science Institute, School of Dentistry, Pusan National University, Yangsan, 50612, Gyeongsangnam-do, Republic of Korea
| | - Chang Hun Lee
- Department of Pathology, School of Medicine, Pusan National University, Busan, 49241, Republic of Korea
| | - Keunsoo Kang
- Department of Microbiology, Dankook University, Cheonan, 31116, Republic of Korea
| | - Joo Mi Yi
- Department of Microbiology and Immunology, College of Medicine, Inje University, Busan, 47392, Republic of Korea.
| | - Hae Ryoun Park
- Department of Oral Pathology, School of Dentistry, Pusan National University, Yangsan, 50612, Gyeongsangnam-do, Republic of Korea. .,Dental and Life Science Institute, School of Dentistry, Pusan National University, Yangsan, 50612, Gyeongsangnam-do, Republic of Korea.
| |
Collapse
|
30
|
Identification of DNA methylation-regulated differentially-expressed genes and related pathways using Illumina 450K BeadChip and bioinformatic analysis in gastric cancer. Pathol Res Pract 2019; 215:152570. [PMID: 31378454 DOI: 10.1016/j.prp.2019.152570] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 07/16/2019] [Accepted: 07/26/2019] [Indexed: 01/11/2023]
Abstract
In the current research, we aimed to identify and analyze methylation-regulated differentially-expressed genes (MeDEGs) and related pathways using bioinformatic methods. We downloaded RNA-seq, Illumina Human Methylation 450 K BeadChip and clinical information of gastric cancer (GC) from The Cancer Genome Atlas (TCGA) project. Differentially-expressed genes (DEGs) were identified using the edgeR package. Then, we performed Spearman's correlation analysis between DEG expression levels and methylation levels. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed in the DAVID database. We then conducted Kaplan-Meier survival analysis to explore the relationship between methylation, expression and prognosis. The protein-protein interaction networks were further analyzed using the STRING database. A total of 204 down-regulated DEGs and 164 up-regulated DEGs were identified as MeDEGs. GO and KEGG pathway analyses showed that MeDEGs were enriched in multiple cancer-related terms. Kaplan-Meier survival analysis showed that eight up-regulated MeDEGs (CAMKV, COMP, FGF3, FGF19, FOXL2, IGF2BP1, IGFBP1 and NPPB) and five down-regulated MeDEGs (ALDH3B2, CALML3, FLRT1, G6PC and HRASLS2) were associated with prognosis of GC patients. In addition, PPI networks and KEGG pathway analyses further confirmed the critical role of prognosis-related MeDEGs. In conclusion, methylation plays a critical role in GC progression. Multiple MeDEGs are related to prognosis, suggesting that they may be potential targets in tumor treatment.
Collapse
|
31
|
Trippel A, Halling F, Heymann P, Ayna M, Al-Nawas B, Ziebart T. The expression of melanoma-associated antigen A (MAGE-A) in oral squamous cell carcinoma: an evaluation of the significance for tumor prognosis. Oral Maxillofac Surg 2019; 23:343-352. [PMID: 31093793 DOI: 10.1007/s10006-019-00778-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 05/02/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Melanoma-associated antigens A had been detected repeatedly in oral squamous cell carcinoma, but not in healthy mucosa. Additionally, patients with MAGE-A expressing cancers are regarded to have a worse survival prognosis, so that MAGE-A are supposed to be part of carcinogenesis. Which role these antigens fulfill within OSCC is still, up today, largely unknown. This study examines the hypothesis that MAGE-A is being produced in OSCC but not in mucosa tissue and if MAGE-A has any correlation to clinical patient's parameters like tumor size, lymph node metastasis, distant metastasis, overall survival, and recurrence. MATERIALS AND METHODS For this purpose, 50 tumor samples and 39 mucosa samples were analyzed by means of PCR and immunohistochemical staining with the antibody 6C1. RESULTS Forty of 41 stained tumor samples showed a positive antibody reaction with a maximum staining rate of 53%. Sixteen mucosa samples showed a mild positive reaction. The PCR revealed a linear expression pattern of MAGE-A in which the genes are proportionally expressed in OSCC. We did not find any relationship between MAGE-A and tumor size, overall survival, or recurrence. There was also no connection between MAGE-A and tumor parameters Hif-1 and LDH. Their expression was detected tendentially in tumors with higher staging, advanced lymph node metastasis, and rising age of the patients. The genes MAGE-A3+6 and MAGE-A4 had a statistically significant correlation with lymph node metastasis (p = 0.007 and p = 0.004). Patients got distant metastasis and influence of MAGE-A on metastatic behavior could not be verified. The genes MAGE-A3 and -A4 are consequently qualified as tumor markers in the field of diagnosis and follow-up of OSCC. CONCLUSIONS AND CLINICAL RELEVANCE Two genes have great potential as target proteins in immunotherapy. The genes MAGE-A3+6 and MAGE-A4 had a statistically significant correlation with lymph node metastasis.
Collapse
Affiliation(s)
- Anna Trippel
- Department of Oral and Maxillofacial Surgery University Medical Center Mainz, Mainz, Germany
| | - Frank Halling
- Department of Oral and Maxillofacial Surgery, Baldingerstrasse, Philipps University of Marburg, University Hospital Giessen and Marburg, Campus Marburg, D-35037, Marburg, Germany
| | - Paul Heymann
- Department of Oral and Maxillofacial Surgery, Baldingerstrasse, Philipps University of Marburg, University Hospital Giessen and Marburg, Campus Marburg, D-35037, Marburg, Germany
| | - Mustafa Ayna
- Center for Dental Implantology, 47051, Duisburg, Germany
| | - Bilal Al-Nawas
- Department of Oral and Maxillofacial Surgery University Medical Center Mainz, Mainz, Germany
| | - Thomas Ziebart
- Department of Oral and Maxillofacial Surgery, Baldingerstrasse, Philipps University of Marburg, University Hospital Giessen and Marburg, Campus Marburg, D-35037, Marburg, Germany.
| |
Collapse
|
32
|
Mono-ADP-ribosylation of H3R117 traps 5mC hydroxylase TET1 to impair demethylation of tumor suppressor gene TFPI2. Oncogene 2019; 38:3488-3503. [PMID: 30651599 PMCID: PMC6756014 DOI: 10.1038/s41388-018-0671-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 11/12/2018] [Accepted: 12/14/2018] [Indexed: 02/06/2023]
Abstract
Recently, nuclear poly-ADP-ribosylation had aroused research interest in epigenetics, but little attempt to explore functions of mono-ADP-ribosylation of histone, the major formation of histone ADP-ribosylated modification. We have previously reported a novel mono-ADP-ribosylation of H3R117, which promoted proliferation of LoVo cells. Here we showed that mono-ADP-ribosylated H3R117 of LoVo cells depressed demethylation of tumor suppressor TFPI2 promoter by suppressing TET1 expression and adjusting H3K9me3 enrichment of TFPI2 promoter to attenuate affinity of TET1, besides, since high H3K27me3 level was associated with hypermethylation, mono-ADP-ribosylated-H3R117-depended-H3K27me3 of TFPI2 promoter may contribute to hypermethylation of TFPI2. However, H3R117A mutation increased poly-ADP-ribosylated modification of TET1 promoter not TFPI2 promoter, which resulted in boosting transcription and expression of TET1 by altering DNA methylated modification, chromatin accessibility, and histone-methylated modification of TET1 promoter, while knockout TET1 of H3R117A LoVo cells directly led to hypermethylation of TFPI2 promoter and depression of TFPI2 secretion as well as enhanced proliferation, suggested that TET1 played a key role in demethylation of TFPI2, production of TFPI2, and cell proliferation. Bioinformatics analyses reveal prevalent hypermethylation of TFPI2 was an early event in tumorigenesis of colorectal caner, and expression of TET1 and TFPI2 was positive correlation in colorectal cancer and normal tissue. These data suggested that mono-ADP-ribosylation of H3R117 upregulated methylation of TFPI2 by impact TET1, since hypermethyaltion of TFPI2 was an early event in tumorigenesis, selectively target mono-ADP-ribosylation of H3R117 deficiency could be a feasible way to block tumorigenesis of colorectal cancer.
Collapse
|
33
|
Lakshminarayana S, Augustine D, Rao RS, Patil S, Awan KH, Venkatesiah SS, Haragannavar VC, Nambiar S, Prasad K. Molecular pathways of oral cancer that predict prognosis and survival: A systematic review. J Carcinog 2018; 17:7. [PMID: 30766450 PMCID: PMC6334533 DOI: 10.4103/jcar.jcar_17_18] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Accepted: 10/25/2018] [Indexed: 12/12/2022] Open
Abstract
Several genes and pathways associated with oral squamous cell carcinoma (OSCC) are significant in terms of early detection and prognosis. The objective of this literature review is to evaluate the current research on molecular pathways and genes involved in oral cancer. Articles on the genes involved in oral cancer pathways were evaluated to identify potential biomarkers that can predict survival. In total, 36 articles were retrieved from internet databases, including EBSCO Host, Google Scholar, PubMed, and Science Direct, using the keywords "biomarker of oral cancer," "pathways of oral cancer," "genes involved in oral cancer," and "oral cancer pathways." A total of 36 studies related to OSCC were chosen. Most of the studies used cell lines, while others used archival tissues, few studies followed up the cases. Three major interlinked pathways found were the nuclear factor kappa B (NF-kB), PI3K-AKT, and Wnt pathways. The commonly mutated genes were cyclin D1 (CCND1), Rb, p53, FLJ10540, and TC21. The NF-kB, PI3K-AKT, and Wnt pathways are most frequently involved in the molecular pathogenesis of oral cancer. However, the CCND1, Rb, p53, FLJ10540, and TC21 genes were found to be more accurate in determining patients' overall survival. Polymerase chain reaction, immunohistochemistry, and immunoblotting were the commonly used detection methods.
Collapse
Affiliation(s)
- Surendra Lakshminarayana
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Dominic Augustine
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Roopa S Rao
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Shankargouda Patil
- Department of Maxillofacial Surgery and Diagnostic Sciences, College of Dentistry, Jazan University, Jazan, Saudi Arabia
| | - Kamran Habib Awan
- College of Dental Medicine, Roseman University of Health Sciences, South Jordan, Utah, USA
| | - Sowmya Samudrala Venkatesiah
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Vanishri C Haragannavar
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Shwetha Nambiar
- Department of Oral Pathology and Microbiology, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| | - Kavitha Prasad
- Department of Oral and Maxillofacial Surgery, Faculty of Dental Sciences, Ramaiah University of Applied Sciences, Bengaluru, Karnataka, India
| |
Collapse
|
34
|
Chettouh H, Mowforth O, Galeano-Dalmau N, Bezawada N, Ross-Innes C, MacRae S, Debiram-Beecham I, O’Donovan M, Fitzgerald RC. Methylation panel is a diagnostic biomarker for Barrett's oesophagus in endoscopic biopsies and non-endoscopic cytology specimens. Gut 2018; 67:1942-1949. [PMID: 29084829 PMCID: PMC6176521 DOI: 10.1136/gutjnl-2017-314026] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 09/15/2017] [Accepted: 09/16/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Barrett's oesophagus is a premalignant condition that occurs in the context of gastro-oesophageal reflux. However, most Barrett's cases are undiagnosed because of reliance on endoscopy. We have developed a non-endoscopic tool: the Cytosponge, which when combined with trefoil factor 3 immunohistochemistry, can diagnose Barrett's oesophagus. We investigated whether a quantitative methylation test that is not reliant on histopathological analysis could be used to diagnose Barrett's oesophagus. DESIGN Differentially methylated genes between Barrett's and normal squamous oesophageal biopsies were identified from whole methylome data and confirmed using MethyLight PCR in biopsy samples of squamous oesophagus, gastric cardia and Barrett's oesophagus. Selected genes were then tested on Cytosponge BEST2 trial samples comprising a pilot cohort (n=20 cases, n=10 controls) and a validation cohort (n=149 cases, n=129 controls). RESULTS Eighteen genes were differentially methylated in patients with Barrett'soesophagus compared with squamous controls. Hypermethylation of TFPI2, TWIST1, ZNF345 and ZNF569 was confirmed in Barrett's biopsies compared with biopsies from squamous oesophagus and gastric cardia (p<0.05). When tested in Cytosponge samples, these four genes were hypermethylated in patients with Barrett's oesophagus compared with patients with reflux symptoms (p<0.001). The optimum biomarker to diagnose Barrett's oesophagus was TFPI2 with a sensitivity and specificity of 82.2% and 95.7%, respectively. CONCLUSION TFPI2, TWIST1, ZNF345 and ZNF569 methylation have promise as diagnostic biomarkers for Barrett's oesophagus when used in combination with a simple and cost effective non-endoscopic cell collection device.
Collapse
Affiliation(s)
- Hamza Chettouh
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Oliver Mowforth
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Núria Galeano-Dalmau
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Navya Bezawada
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Caryn Ross-Innes
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Shona MacRae
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Irene Debiram-Beecham
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Maria O’Donovan
- Department of Histopathology, Addenbrooke’s Hospital, Cambridge, UK
| | - Rebecca C Fitzgerald
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| |
Collapse
|
35
|
HPV16-Related Cervical Cancers and Precancers Have Increased Levels of Host Cell DNA Methylation in Women Living with HIV. Int J Mol Sci 2018; 19:ijms19113297. [PMID: 30360578 PMCID: PMC6274896 DOI: 10.3390/ijms19113297] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 10/19/2018] [Accepted: 10/19/2018] [Indexed: 02/07/2023] Open
Abstract
Data on human papillomavirus (HPV) type-specific cervical cancer risk in women living with human immunodeficiency virus (WLHIV) are needed to understand HPV–HIV interaction and to inform prevention programs for this population. We assessed high-risk HPV type-specific prevalence in cervical samples from 463 WLHIV from South Africa with different underlying, histologically confirmed stages of cervical disease. Secondly, we investigated DNA hypermethylation of host cell genes ASCL1, LHX8, and ST6GALNAC5, as markers of advanced cervical disease, in relation to type-specific HPV infection. Overall, HPV prevalence was 56% and positivity increased with severity of cervical disease: from 28.0% in cervical intraepithelial neoplasia (CIN) grade 1 or less (≤CIN1) to 100% in invasive cervical cancer (ICC). HPV16 was the most prevalent type, accounting for 9.9% of HPV-positive ≤CIN1, 14.3% of CIN2, 31.7% of CIN3, and 45.5% of ICC. HPV16 was significantly more associated with ICC and CIN3 than with ≤CIN1 (adjusted for age, ORMH 7.36 (95% CI 2.33–23.21) and 4.37 (95% CI 1.81–10.58), respectively), as opposed to non-16 high-risk HPV types. Methylation levels of ASCL1, LHX8, and ST6GALNAC5 in cervical scrapes of women with CIN3 or worse (CIN3+) associated with HPV16 were significantly higher compared with methylation levels in cervical scrapes of women with CIN3+ associated with non-16 high-risk HPV types (p-values 0.017, 0.019, and 0.026, respectively). When CIN3 and ICC were analysed separately, the same trend was observed, but the differences were not significant. Our results confirm the key role that HPV16 plays in uterine cervix carcinogenesis, and suggest that the evaluation of host cell gene methylation levels may monitor the progression of cervical neoplasms also in WLHIV.
Collapse
|
36
|
Zhou H, Che Y, Fu X, Wei H, Gao X, Chen Y, Zhang S. Interaction between tissue factor pathway inhibitor-2 gene polymorphisms and environmental factors associated with coronary atherosclerosis in a Chinese Han. J Thromb Thrombolysis 2018; 47:67-72. [PMID: 30343349 DOI: 10.1007/s11239-018-1755-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
To investigate the association of single nucleotide polymorphisms (SNPs) within tissue factor pathway inhibitor-2 (TFPI-2) gene polymorphisms and additional gene-environment interaction with coronary atherosclerosis risk. Generalized multifactor dimensionality reduction (GMDR) was used to screen the best interaction combination among 4 SNPs, smoking and alcohol drinking. Logistic regression was performed to investigate association between 4 SNPs within TFPI-2 gene and coronary atherosclerosis risk. Coronary atherosclerosis risk was significantly higher in carriers with the A allele of rs34489123 within TFPI-2 gene than those with GG genotype (GA+AA versus GG), adjusted OR (95% CI) = 1.70 (1.20-2.31), and was also higher in carriers with the G allele of rs4264 within TFPI-2 gene than those with AA genotype (AG+GG versus AA), adjusted OR (95% CI) = 1.62 (1.21-2.11). GMDR model shown the best models for gene-environment interaction were rs34489123 and smoking after adjusting the covariates, which scored 10 out of 10 for cross-validation consistency and 0.0010 for the sign test. Heavy LD was found for SNPs rs34489123 and rs59805398 (D' value was more than 0.8). Compared to control individuals, the AG haplotypes appeared to be significantly associated with increased coronary atherosclerosis risk, OR (95% CI) = 1.73 (1.22-2.32). We found that the A allele of rs34489123 and the G allele of rs4264 within TFPI-2 gene, interaction between rs34489123 and smoking and AG haplotypes were all associated with increased coronary atherosclerosis risk.
Collapse
Affiliation(s)
- Hairong Zhou
- Department of General Medicine, Longhua District Central Hospital, Shenzhen, 518110, China
| | - Yanjuan Che
- Department of Cardiovascular Medicine, Mudanjiang Second People's Hospital, Mudanjiang, 15700, China
| | - Xiuhua Fu
- Department of Cardiovascular Medicine, Mudanjiang Second People's Hospital, Mudanjiang, 15700, China.
| | - Hong Wei
- Department of Cardiovascular Medicine, Mudanjiang Second People's Hospital, Mudanjiang, 15700, China
| | - Xiuying Gao
- Department of Cardiovascular Medicine, Mudanjiang Second People's Hospital, Mudanjiang, 15700, China
| | - Yanxuan Chen
- Department of General Medicine, Longhua District Central Hospital, Shenzhen, 518110, China
| | - Shaopeng Zhang
- Department of General Medicine, Longhua District Central Hospital, Shenzhen, 518110, China
| |
Collapse
|
37
|
Zhang Q, Huang D, Zhang Z, Feng Y, Fu M, Wei M, Zhou J, Huang Y, Liu S, Shi R. High expression of TMEM40 contributes to progressive features of tongue squamous cell carcinoma. Oncol Rep 2018; 41:154-164. [PMID: 30320346 PMCID: PMC6278588 DOI: 10.3892/or.2018.6788] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Accepted: 09/10/2018] [Indexed: 12/24/2022] Open
Abstract
Transmembrane protein 40 (TMEM40) is a 23-kDa protein and its association with tongue squamous cell carcinoma (TSCC) remains unclear. This study aimed to investigate the expression and clinical significance of TMEM40 in TSCC and its roles in TSCC cells. Immunohistochemical analysis was performed to detect the expression levels of TMEM40 in 60 tongue tissue samples. Furthermore, TMEM40 was overexpressed and inhibited in two TSCC cell lines by transfection with pEZ-M98-TMEM40 plasmid or TMEM40 small interfering RNA, respectively. Cell Counting Kit-8 and colony formation assays were used to investigate the effects of TMEM40 on cell proliferation and colony formation ability, respectively. Flow cytometry was performed to determine cell apoptosis and cycle conditions of transfected cells. Wound-healing and Transwell assays were processed to explore the effects of TMEM40 on cell migration and invasion, respectively. The results indicated that TMEM40 expression levels were significantly increased in TSCC tissues compared with adjacent normal tongue tissues (P<0.01). Clinicopathological analysis revealed that TMEM40 expression was positively correlated with pathological TNM (pTNM) status (P<0.05), histological grade (P<0.001) and clinical stage (P<0.01), but not with sex or age. Results of cell proliferation, apoptosis, migration and invasion assays indicated that when TMEM40 had been successfully overexpressed or knocked down in CAL27 and SCC9 TSCC cell lines, cell growth and invasion increased in the TMEM40 overexpressing cells, while they decreased in TMEM40-knockdown cells. Furthermore, experiments revealed that TMEM40 knockdown resulted in increased levels of p53 and Bax, and decreased levels of MMP-9, which indicated that TMEM40 regulated cell apoptosis and migration via involvement of p53, Bax and MMP-9 in TSCC cells. Our findings indicated that increased expression of TMEM40 contributed to progressive features of TSCC via regulation of p53, Bax and MMP-9.
Collapse
Affiliation(s)
- Qingyan Zhang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Danhui Huang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Zhenfei Zhang
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Yuzhen Feng
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Meiting Fu
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Min Wei
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Jueyu Zhou
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Yuanjin Huang
- Stomatological Hospital, Southern Medical University, Guangzhou, Guangdong 510280, P.R. China
| | - Shuguang Liu
- Stomatological Hospital, Southern Medical University, Guangzhou, Guangdong 510280, P.R. China
| | - Rong Shi
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| |
Collapse
|
38
|
Zhao C, Zou H, Zhang J, Wang J, Liu H. An integrated methylation and gene expression microarray analysis reveals significant prognostic biomarkers in oral squamous cell carcinoma. Oncol Rep 2018; 40:2637-2647. [PMID: 30226546 PMCID: PMC6151890 DOI: 10.3892/or.2018.6702] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 09/05/2018] [Indexed: 12/01/2022] Open
Abstract
Oral squamous cell carcinoma (OSCC) is a life-threatening disease with a poor prognosis. Although previous studies have reported that the methylation of certain genes is associated with the pathogenesis of OSCC, the methylation of genes that have relevance to OSCC progression is not clearly documented. The present study aimed to gain insights into the mechanisms underlying DNA methylation regulation associated with OSCC progression and to identify potential prognostic markers for OSCC treatment. DNA methylation dataset GSE41114 and gene expression dataset GSE74530 were downloaded from the Gene Expression Omnibus database. The global methylation status of OSCC tumor samples and normal control samples was determined, and differentially methylated genes (DMGs) in OSCC samples compared with control samples were identified. The mRNA expression data were then integrated to identify differentially expressed genes (DEGs) in OSCC samples compared with control samples. Overlapping genes between DEGs and DMGs were identified, and functional enrichment analysis was performed. In addition, survival analysis of the overlapping genes was performed to screen genes with prognostic significance in OSCC. A total of 40,115 differential methylation CpG sites spanning 3,360 DMGs were identified; CpG sites in the promoter, gene body and intergenic regions were generally highly hypermethylated or hypomethylated. Additionally, 508 DEGs in OSCC samples were identified, including 332 upregulated and 176 downregulated genes. A total of 82 overlapping genes between DEGs and DMGs were found, which were mainly involved in protein metabolism, regulation of the metabolic process and the immune system. Additionally, differential methylation or expression of several genes, including fibroblast activation protein α (FAP), interferon α inducible protein 27 (IFI27), laminin subunit γ2 (LAMC2), matrix metallopeptidase 1 (MMP1), serine peptidase inhibitor Kazal-type 5 (SPINK5) and zinc finger protein 662 (ZNF662), was significantly associated with the survival of OSCC patients, and their differential expression in OSCC patients was further confirmed by reverse transcription-quantitative polymerase chain reaction in OSCC and normal oral cell lines. Overall, FAP, IFI27, LAMC2, MMP1, SPINK5 and ZNF662 genes caused by epigenetic changes via DNA methylation may be associated with the development and progression of OSCC, and should be valuable OSCC therapeutic biomarkers.
Collapse
Affiliation(s)
- Chenguang Zhao
- Department of Emergency, Tianjin Stomatological Hospital, Tianjin 300041, P.R. China
| | - Huiru Zou
- Central Laboratory, Tianjin Stomatological Hospital, Tianjin 300041, P.R. China
| | - Jun Zhang
- Department of Oral and Maxillofacial Surgery, Tianjin Stomatological Hospital, Tianjin 300041, P.R. China
| | - Jinhui Wang
- Department of Emergency, Tianjin Stomatological Hospital, Tianjin 300041, P.R. China
| | - Hao Liu
- Department of Oral and Maxillofacial Surgery, Tianjin Stomatological Hospital, Tianjin 300041, P.R. China
| |
Collapse
|
39
|
Sobecka A, Blaszczak W, Barczak W, Golusinski P, Rubis B, Masternak MM, Suchorska WM, Golusinski W. hTERT promoter methylation status in peripheral blood leukocytes as a molecular marker of head and neck cancer progression. J Appl Genet 2018; 59:453-461. [PMID: 30088231 DOI: 10.1007/s13353-018-0458-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 07/13/2018] [Accepted: 07/18/2018] [Indexed: 01/02/2023]
Abstract
Cancer cells, including head and neck cancer cell carcinoma (HNSCC), are characterized by an increased telomerase activity. This enzymatic complex is active in approximately 80-90% of all malignancies, and is regulated by various factors, including methylation status of hTERT gene promoter. hTERT methylation pattern has been thoroughly studied so far. It was proved that hTERT is aberrantly methylated in tumor tissue versus healthy counterparts. However, such effect has not yet been investigated in PBLs (peripheral blood leukocytes) of cancer patients. The aim of this study was to analyze the hTERT gene promoter methylation status in blood leukocytes. DNA was extracted from PBL of 92 patients with histologically diagnosed HNSCC and 53 healthy controls. Methylation status of whole hTERT promoter fragment with independent analysis of each 19 CpG sites was performed using bisulfide conversion technique followed by sequencing of PCR products. Not significant (p = 0.0532) differences in the general frequency of hTERT CpG sites methylation were detected between patients and healthy controls. However, it was discovered that some of analyzed positions (CpG islands: 1 [p = 0.0235], 5 [p = 0.0462], 8 [p = 0.0343]) are significantly more often methylated in HNSCC patients than in controls. The opposite finding was observed in case of CpG position 2 (p = 0.0210). Furthermore, closer analysis of single CpG positions revealed differences in methylation status dependent on anatomical site and TNM classification. To conclude, hTERT promoter methylation status (general or single CpG sites) would be considered as a molecular markers of HNSCC diagnostics.
Collapse
Affiliation(s)
- Agnieszka Sobecka
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland
- Radiobiology Laboratory, The Greater Poland Cancer Centre, Garbary 15 Str, 61-866, Poznan, Poland
| | - Wiktoria Blaszczak
- Radiobiology Laboratory, The Greater Poland Cancer Centre, Garbary 15 Str, 61-866, Poznan, Poland
| | - Wojciech Barczak
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland.
- Radiobiology Laboratory, The Greater Poland Cancer Centre, Garbary 15 Str, 61-866, Poznan, Poland.
| | - Pawel Golusinski
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland
- Head and Neck Cancer Biology Laboratory, Department of Biology and Environmental Studies, Poznan University of Medical Sciences, Poznan, Poland
| | - Blazej Rubis
- Department of Clinical Chemistry and Molecular Diagnostics, Poznan University of Medical Sciences, Przybyszewskiego 49 Str, 60-355, Poznan, Poland
| | - Michal M Masternak
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, 6900 Lake Nona Blvd, Orlando, FL, 32827, USA
| | - Wiktoria M Suchorska
- Radiobiology Laboratory, The Greater Poland Cancer Centre, Garbary 15 Str, 61-866, Poznan, Poland
- Department of Electroradiology, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland
| | - Wojciech Golusinski
- Department of Head and Neck Surgery, The Greater Poland Cancer Centre, Poznan University of Medical Sciences, Garbary 15 Str, 61-866, Poznan, Poland
| |
Collapse
|
40
|
Verlaat W, Snoek BC, Heideman DAM, Wilting SM, Snijders PJF, Novianti PW, van Splunter AP, Peeters CFW, van Trommel NE, Massuger LFAG, Bekkers RLM, Melchers WJG, van Kemenade FJ, Berkhof J, van de Wiel MA, Meijer CJLM, Steenbergen RDM. Identification and Validation of a 3-Gene Methylation Classifier for HPV-Based Cervical Screening on Self-Samples. Clin Cancer Res 2018; 24:3456-3464. [PMID: 29632006 DOI: 10.1158/1078-0432.ccr-17-3615] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 02/22/2018] [Accepted: 04/02/2018] [Indexed: 01/09/2023]
Abstract
Purpose: Offering self-sampling of cervico-vaginal material for high-risk human papillomavirus (hrHPV) testing is an effective method to increase the coverage in cervical screening programs. Molecular triage directly on hrHPV-positive self-samples for colposcopy referral opens the way to full molecular cervical screening. Here, we set out to identify a DNA methylation classifier for detection of cervical precancer (CIN3) and cancer, applicable to lavage and brush self-samples.Experimental Design: We determined genome-wide DNA methylation profiles of 72 hrHPV-positive self-samples, using the Infinium Methylation 450K Array. The selected DNA methylation markers were evaluated by multiplex quantitative methylation-specific PCR (qMSP) in both hrHPV-positive lavage (n = 245) and brush (n = 246) self-samples from screening cohorts. Subsequently, logistic regression analysis was performed to build a DNA methylation classifier for CIN3 detection applicable to self-samples of both devices. For validation, an independent set of hrHPV-positive lavage (n = 199) and brush (n = 287) self-samples was analyzed.Results: Genome-wide DNA methylation profiling revealed 12 DNA methylation markers for CIN3 detection. Multiplex qMSP analysis of these markers in large series of lavage and brush self-samples yielded a 3-gene methylation classifier (ASCL1, LHX8, and ST6GALNAC5). This classifier showed a very good clinical performance for CIN3 detection in both lavage (AUC = 0.88; sensitivity = 74%; specificity = 79%) and brush (AUC = 0.90; sensitivity = 88%; specificity = 81%) self-samples in the validation set. Importantly, all self-samples from women with cervical cancer scored DNA methylation-positive.Conclusions: By genome-wide DNA methylation profiling on self-samples, we identified a highly effective 3-gene methylation classifier for direct triage on hrHPV-positive self-samples, which is superior to currently available methods. Clin Cancer Res; 24(14); 3456-64. ©2018 AACR.
Collapse
Affiliation(s)
- Wina Verlaat
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Barbara C Snoek
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Daniëlle A M Heideman
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Saskia M Wilting
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Peter J F Snijders
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Putri W Novianti
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands.,Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Annina P van Splunter
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Carel F W Peeters
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Nienke E van Trommel
- Department of Gynecology, Antoni van Leeuwenhoek Hospital/Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Leon F A G Massuger
- Department of Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ruud L M Bekkers
- Department of Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Willem J G Melchers
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Johannes Berkhof
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Mark A van de Wiel
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Chris J L M Meijer
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Renske D M Steenbergen
- Cancer Center Amsterdam, Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands.
| |
Collapse
|
41
|
Wei J, Li G, Zhang J, Zhou Y, Dang S, Chen H, Wu Q, Liu M. Integrated analysis of genome-wide DNA methylation and gene expression profiles identifies potential novel biomarkers of rectal cancer. Oncotarget 2018; 7:62547-62558. [PMID: 27566576 PMCID: PMC5308745 DOI: 10.18632/oncotarget.11534] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 08/08/2016] [Indexed: 12/18/2022] Open
Abstract
DNA methylation was regarded as the promising biomarker for rectal cancer diagnosis. However, the optimal methylation biomarkers with ideal diagnostic performance for rectal cancer are still limited. To identify new molecular markers for rectal cancer, we mapped DNA methylation and transcriptomic profiles in the six rectal cancer and paired normal samples. Further analysis revealed the hypermethylated probes in cancer prone to be located in gene promoter. Meanwhile, transcriptome analysis presented 773 low-expressed and 1,161 over-expressed genes in rectal cancer. Correction analysis identified a panel of 36 genes with an inverse correlation between methylation and gene expression levels, including 10 known colorectal cancer related genes. From the other 26 novel marker genes, GFRA1 and GSTM2 were selected for further analysis on the basis of their biological functions. Further experiment analysis confirmed their methylation and expression status in a larger number (44) of rectal cancer samples, and ROC curves showed higher AUC than SEPT9, which has been used as a biomarker in rectal cancer. Our data suggests that aberrant DNA methylation of contiguous CpG sites in methylation array may be potential diagnostic markers of rectal cancer.
Collapse
Affiliation(s)
- Jiufeng Wei
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Guodong Li
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Jinning Zhang
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Yuhui Zhou
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Shuwei Dang
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Hongsheng Chen
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| | - Qiong Wu
- School of Life Science and Technology, State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, 150001, P.R. China
| | - Ming Liu
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China.,Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, P.R. China
| |
Collapse
|
42
|
Ligand-dependent EphA7 signaling inhibits prostate tumor growth and progression. Cell Death Dis 2017; 8:e3122. [PMID: 29022918 PMCID: PMC5682672 DOI: 10.1038/cddis.2017.507] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Revised: 08/08/2017] [Accepted: 08/17/2017] [Indexed: 01/02/2023]
Abstract
The downregulation of receptor tyrosine kinase EphA7 is frequent in epithelial cancers and linked to tumor progression. However, the detailed mechanism of EphA7-mediated prostate tumor progression remains elusive. To test the role of EphA7 receptor in prostate cancer (PCa) progression directly, we generated EphA7 receptor variants that were either lacking the cytoplasmic domain or carrying a point mutation that inhibits its phosphorylation by site-directed mutagenesis. Overexpression of wild-type (WT) EphA7 in PCa cells resulted in decreased tumor volume and increased tumor apoptosis in primary tumors. In addition, ectopic expression of WT EphA7 both can delay PCa cell proliferation and could inhibit PCa cell migration and invasion. This protein can also induce PCa cell apoptosis that correlated with increasing the protein expression levels of Bax, elevating the caspase-3 activities, reducing the protein expression levels of Bcl-2 and facilitating the dephosphorylation of Akt, which is further increased by the stimulation of ephrinA5-Fc. However, expression of these EphA7 mutants in PCa cells has no effect in vivo and in vitro. The expression of EphA7 and ephrinA5 was significantly decreased in PCa specimens compared with BPH tissues or paired normal tissues. Moreover, the phosphorylation of EphA7 was positively related with ephrinA5 expression in human prostate tissues. In sum, receptor phosphorylation of EphA7, at least in part, suppress PCa tumor malignancy through targeting PI3K/Akt signaling pathways.
Collapse
|
43
|
Durand S, Trillet K, Uguen A, Saint-Pierre A, Le Jossic-Corcos C, Corcos L. A transcriptome-based protein network that identifies new therapeutic targets in colorectal cancer. BMC Genomics 2017; 18:758. [PMID: 28962550 PMCID: PMC5622428 DOI: 10.1186/s12864-017-4139-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 09/13/2017] [Indexed: 01/22/2023] Open
Abstract
Background Colon cancer occurrence is increasing worldwide, making it the third most frequent cancer. Although many therapeutic options are available and quite efficient at the early stages, survival is strongly decreased when the disease has spread to other organs. The identification of molecular markers of colon cancer is likely to help understanding its course and, eventually, to uncover novel genes to be targeted by drugs. In this study, we compared gene expression in a set of 95 human colon cancer samples to that in 19 normal colon mucosae, focusing on 401 genes from 5 selected pathways (Apoptosis, Cancer, Cholesterol metabolism and lipoprotein signaling, Drug metabolism, Wnt/beta-catenin). Deregulation of mRNA levels largely matched that of proteins, leading us to build in silico protein networks, starting from mRNA levels, to identify key proteins central to network activity. Results Among the analyzed genes, 10.5% (42) had no reported link with colon cancer, including the SFRP1, IGF1 and ADH1B (down), and MYC and IL8 (up), whose encoded proteins were most interacting with other proteins from the same or even distinct networks. Analyzing all pathways globally led us to uncover novel functional links between a priori unrelated or rather remotely connected pathways, such as the Drug metabolism and the Cancer pathways or, even more strikingly, between the Cholesterol metabolism and lipoprotein signaling and the Cancer pathways. In addition, we analyzed the responsiveness of some of the deregulated genes essential to network activities, to chemotherapeutic agents used alone or in presence of Lovastatin, a lipid-lowering drug. Some of these treatments could oppose the deregulations occurring in cancer samples, including those of the CHECK2, CYP51A1, HMGCS1, ITGA2, NME1 or VEGFA genes. Conclusions Our network-based approach allowed discovering genes not previously known to play regulatory roles in colon cancer. Our results also showed that selected drug treatments might revert the cancer-specific deregulation of genes playing prominent roles within the networks operating to maintain colon homeostasis. Among those genes, some could constitute novel testable targets to eliminate colon cancer cells, either directly or, potentially, through the use of lipid-lowering drugs such as statins, in association with selected anticancer drugs. Electronic supplementary material The online version of this article (10.1186/s12864-017-4139-y) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Stéphanie Durand
- INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" team, Brest Institute of Health, Agronomy and Material (IBSAM), Faculty of medicine, University of Western Brittany (UBO), 22 avenue Camille Desmoulins, F-29200, Brest, France
| | - Killian Trillet
- INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" team, Brest Institute of Health, Agronomy and Material (IBSAM), Faculty of medicine, University of Western Brittany (UBO), 22 avenue Camille Desmoulins, F-29200, Brest, France
| | - Arnaud Uguen
- INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" team, Brest Institute of Health, Agronomy and Material (IBSAM), Faculty of medicine, University of Western Brittany (UBO), 22 avenue Camille Desmoulins, F-29200, Brest, France.,Department of Pathology, Brest University Hospital, F-29200, Brest, France
| | - Aude Saint-Pierre
- INSERM 1078 Unit, "Epidemiology, genetic Epidemiology and population genetics" team, 46 rue Félix Le Dantec, F-29200, Brest, France
| | - Catherine Le Jossic-Corcos
- INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" team, Brest Institute of Health, Agronomy and Material (IBSAM), Faculty of medicine, University of Western Brittany (UBO), 22 avenue Camille Desmoulins, F-29200, Brest, France
| | - Laurent Corcos
- INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" team, Brest Institute of Health, Agronomy and Material (IBSAM), Faculty of medicine, University of Western Brittany (UBO), 22 avenue Camille Desmoulins, F-29200, Brest, France. .,INSERM 1078 Unit, "Cancérologie appliquée et épissage alternatif" laboratory, University of Western Brittany (UBO), Faculty of medicine, 22, rue Camille Desmoulins, 29200, Brest, France.
| |
Collapse
|
44
|
Shen S, Wang G, Shi Q, Zhang R, Zhao Y, Wei Y, Chen F, Christiani DC. Seven-CpG-based prognostic signature coupled with gene expression predicts survival of oral squamous cell carcinoma. Clin Epigenetics 2017; 9:88. [PMID: 28852427 PMCID: PMC5571486 DOI: 10.1186/s13148-017-0392-9] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 08/16/2017] [Indexed: 12/18/2022] Open
Abstract
Background DNA methylation has started a recent revolution in genomics biology by identifying key biomarkers for multiple cancers, including oral squamous cell carcinoma (OSCC), the most common head and neck squamous cell carcinoma. Methods A multi-stage screening strategy was used to identify DNA-methylation-based signatures for OSCC prognosis. We used The Cancer Genome Atlas (TCGA) data as training set which were validated in two independent datasets from Gene Expression Omnibus (GEO). The correlation between DNA methylation and corresponding gene expression and the prognostic value of the gene expression were explored as well. Results The seven DNA methylation CpG sites were identified which were significantly associated with OSCC overall survival. Prognostic signature, a weighted linear combination of the seven CpG sites, successfully distinguished the overall survival of OSCC patients and had a moderate predictive ability for survival [training set: hazard ratio (HR) = 3.23, P = 5.52 × 10−10, area under the curve (AUC) = 0.76; validation set 1: HR = 2.79, P = 0.010, AUC = 0.67; validation set 2: HR = 3.69, P = 0.011, AUC = 0.66]. Stratification analysis by human papillomavirus status, clinical stage, age, gender, smoking status, and grade retained statistical significance. Expression of genes corresponding to candidate CpG sites (AJAP1, SHANK2, FOXA2, MT1A, ZNF570, HOXC4, and HOXB4) was also significantly associated with patient’s survival. Signature integrating of DNA methylation, gene expression, and clinical information showed a superior ability for prognostic prediction (AUC = 0.78). Conclusion Prognostic signature integrated of DNA methylation, gene expression, and clinical information provides a better prognostic prediction value for OSCC patients than that with clinical information only. Electronic supplementary material The online version of this article (doi:10.1186/s13148-017-0392-9) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Sipeng Shen
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.,China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China.,Department of Environmental Health, Harvard School of Public Health, Boston, MA USA
| | - Guanrong Wang
- National Health and Family Planning Commission Contraceptives Adverse Reaction Surveillance Center, Jiangsu Institute of Planned Parenthood Research, Nanjing, China
| | - Qianwen Shi
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Ruyang Zhang
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.,China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China
| | - Yang Zhao
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.,China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China
| | - Yongyue Wei
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.,China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China
| | - Feng Chen
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.,China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China.,Ministry of Education Key Laboratory for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China.,101 Longmian Avenue, Nanjing, Jiangsu 211136 China
| | - David C Christiani
- China International Cooperation Center of Environment and Human Health, Nanjing Medical University, Nanjing, China.,Department of Environmental Health, Harvard School of Public Health, Boston, MA USA
| |
Collapse
|
45
|
Morandi L, Gissi D, Tarsitano A, Asioli S, Gabusi A, Marchetti C, Montebugnoli L, Foschini MP. CpG location and methylation level are crucial factors for the early detection of oral squamous cell carcinoma in brushing samples using bisulfite sequencing of a 13-gene panel. Clin Epigenetics 2017; 9:85. [PMID: 28814981 PMCID: PMC5558660 DOI: 10.1186/s13148-017-0386-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Accepted: 08/07/2017] [Indexed: 02/08/2023] Open
Abstract
Background Oral squamous cell carcinoma (OSCC) is usually diagnosed at an advanced stage and is commonly preceded by oral premalignant lesions. The mortality rates have remained unchanged (50% within 5 years after diagnosis), and it is related to tobacco smoking and alcohol intake. Novel molecular markers for early diagnosis are urgently needed. The purpose of this study was to evaluate the diagnostic value of methylation level in a set of 18 genes by bisulfite next-generation sequencing. Methods With minimally invasive oral brushing, 28 consecutive OSCC, one squamous cell carcinoma with sarcomatoid features, six high-grade squamous intraepithelial lesions (HGSIL), 30 normal contralateral mucosa from the same patients, and 65 healthy donors were evaluated for DNA methylation analyzing 18 target genes by quantitative bisulfite next-generation sequencing. We further evaluated an independent cohort (validation dataset) made of 20 normal donors, one oral fibroma, 14 oral lichen planus (OLP), three proliferative verrucous leukoplakia (PVL), and two OSCC. Results Comparing OSCC with normal healthy donors and contralateral mucosa in 355 CpGs, we identified the following epigenetically altered genes: ZAP70, ITGA4, KIF1A, PARP15, EPHX3, NTM, LRRTM1, FLI1, MIR193, LINC00599, PAX1, and MIR137HG showing hypermethylation and MIR296, TERT, and GP1BB showing hypomethylation. The behavior of ZAP70, GP1BB, H19, EPHX3, and MIR193 fluctuated among different interrogated CpGs. The gap between normal and OSCC samples remained mostly the same (Kruskal-Wallis P values < 0.05), but the absolute values changed conspicuously. ROC curve analysis identified the most informative CpGs, and we correctly stratified OSCC and HGSIL from normal donors using a multiclass linear discriminant analysis in a 13-gene panel (AUC 0.981). Only the OSCC with sarcomatoid features was negative. Three contralateral mucosa were positive, a sign of a possible field cancerization. Among imprinted genes, only MIR296 showed loss of imprinting. DNMT1, TERC, and H19 together with the global methylation of long interspersed element 1 were unchanged. In the validation dataset, values over the threshold were detected in 2/2 OSCC, in 3/3 PVL, and in 2/14 OLP. Conclusions Our data highlight the importance of CpG location and correct estimation of DNA methylation level for highly accurate early diagnosis of OSCC. Electronic supplementary material The online version of this article (doi:10.1186/s13148-017-0386-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Luca Morandi
- "M. Malpighi" Section of Anatomic Pathology, Department of Biomedical and Neuromotor Sciences, Bellaria Hospital, University of Bologna, via Altura n.3, 40137 Bologna, Italy
| | - Davide Gissi
- Section of Oral Science, Department of Biomedical and Neuromuscular Sciences, University of Bologna, Bologna, Italy
| | - Achille Tarsitano
- Unit of Maxillofacial Surgery, S. Orsola Hospital Bologna, Bologna, Italy
| | - Sofia Asioli
- "M. Malpighi" Section of Anatomic Pathology, Department of Biomedical and Neuromotor Sciences, Bellaria Hospital, University of Bologna, via Altura n.3, 40137 Bologna, Italy
| | - Andrea Gabusi
- Section of Oral Science, Department of Biomedical and Neuromuscular Sciences, University of Bologna, Bologna, Italy
| | - Claudio Marchetti
- Unit of Maxillofacial Surgery, S. Orsola Hospital Bologna, Bologna, Italy
| | - Lucio Montebugnoli
- Section of Oral Science, Department of Biomedical and Neuromuscular Sciences, University of Bologna, Bologna, Italy
| | - Maria Pia Foschini
- "M. Malpighi" Section of Anatomic Pathology, Department of Biomedical and Neuromotor Sciences, Bellaria Hospital, University of Bologna, via Altura n.3, 40137 Bologna, Italy
| |
Collapse
|
46
|
Misawa Y, Misawa K, Kawasaki H, Imai A, Mochizuki D, Ishikawa R, Endo S, Mima M, Kanazawa T, Iwashita T, Mineta H. Evaluation of epigenetic inactivation of vascular endothelial growth factor receptors in head and neck squamous cell carcinoma. Tumour Biol 2017; 39:1010428317711657. [PMID: 28718364 DOI: 10.1177/1010428317711657] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The aim of this study was to determine the methylation status of the genes encoding the vascular endothelial growth factor receptors and to evaluate the usefulness of VEGFR methylation as a prognostic indicator in head and neck squamous cell carcinoma. VEGFR messenger RNA expression and promoter methylation were examined in a panel of cell lines via quantitative reverse transcription and methylation-specific polymerase chain reaction, respectively. Promoter methylation was compared with clinical characteristics in 128 head and neck squamous cell carcinoma samples. The normalized methylation values for the VEGFR1, VEGFR2 and VEGFR3 promoters tended to be higher in the tumour cell lines than in normal tonsil samples, whereas amounts of VEGFR1, VEGFR2 and VEGFR3 messenger RNA were significantly higher. Methylation of the VEGFR1 promoter (p = 0.003; 66/128 head and neck squamous cell carcinoma samples, 52%) and VEGFR3 promoter (p = 0.043; 53/128 head and neck squamous cell carcinoma samples, 41%) significantly correlated with recurrence, whereas methylation of the VEGFR2 promoter significantly correlated with lymph node metastasis (p = 0.046; 47/128 head and neck squamous cell carcinoma samples, 37%). Concurrent methylation of the VEGFR1 and VEGFR3 promoters significantly correlated with reduced disease-free survival (log-rank test, p = 0.009). In a multivariate logistic regression analysis, methylation of the VEGFR1, VEGFR3 and both the VEGFR1 and VEGFR3 promoters independently predicted recurrence (odds ratios and 95% confidence intervals: 3.19, 1.51-6.75 (p = 0.002); 2.24, 1.06-4.76 (p = 0.035); and 2.56, 1.09-6.05 (p = 0.032), respectively). Methylation of the VEGFR promoters predicts poor prognosis in head and neck squamous cell carcinoma patients.
Collapse
Affiliation(s)
- Yuki Misawa
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kiyoshi Misawa
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Hideya Kawasaki
- 2 Department of Regenerative and Infectious Pathology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Atsushi Imai
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Daiki Mochizuki
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Ryuji Ishikawa
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Shiori Endo
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Masato Mima
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takeharu Kanazawa
- 3 Department of Otolaryngology - Head and Neck Surgery, Jichi Medical University, Shimotsuke, Japan
| | - Toshihide Iwashita
- 2 Department of Regenerative and Infectious Pathology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Hiroyuki Mineta
- 1 Department of Otorhinolaryngology/Head and Neck Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| |
Collapse
|
47
|
Ma H, Du X, Zhang S, Wang Q, Yin Y, Qiu X, Da P, Yue H, Wu H, Xu F. Achaete-scute complex homologue-1 promotes development of laryngocarcinoma via facilitating the epithelial-mesenchymal transformation. Tumour Biol 2017; 39:1010428317705752. [PMID: 28618959 DOI: 10.1177/1010428317705752] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Laryngeal cancer is one of the most common fatal cancers among head and neck carcinomas, whose mechanism, however, remains unclear. The proneural basic-helix-loop-helix protein achaete-scute complex homologue-1, a member of the basic helix-loop-helix family, plays a very important role in many cancers. This study aims to explore the clinical value and mechanism of achaete-scute complex homologue-1 in laryngeal cancer. Methods including Cell Counting Kit-8, flow cytometry, Transwell invasion assays, and scratch assay were adopted to further explore the bio-function of achaete-scute complex homologue-1, whose expression was examined in fresh and paraffin chip of laryngeal carcinoma tissues by means of western blot and immunohistochemistry, after the interference of achaete-scute complex homologue-1; achaete-scute complex homologue-1, an overexpression in laryngeal carcinoma whose carcinogenicity potential was confirmed via western blot, was correlative with T classification (p = 0.002), histological differentiation (p = 0.000), lymph node metastasis (p = 0.000), and poor survival (p = 0.000). Multivariate analysis shows that achaete-scute complex homologue-1 overexpression is an independent prognostic factor unfavorable to laryngeal carcinoma patients (p = 0.000). Moreover, knocking down achaete-scute complex homologue-1 expression could significantly suppress the proliferation, migration, and invasion of laryngeal carcinoma cell in vitro and disorder epithelial-mesenchymal transformation-associated protein expression. Achaete-scute complex homologue-1 plays an important role in the genesis and progression of laryngeal carcinoma and may act as a potential biomarker for therapeutic target and prognostic prediction.
Collapse
Affiliation(s)
- Huaci Ma
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Xiaodong Du
- 2 Department of Otolaryngology/Head and Neck Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Shu Zhang
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Qiang Wang
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Yong Yin
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Xiaoxia Qiu
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Peng Da
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Huijun Yue
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Hao Wu
- 1 Department of Otorhinolaryngology, Affiliated Hospital of Nantong University, Nantong, China
| | - Fenglei Xu
- 3 Department of Otolaryngology/Head and Neck Surgery, The Second Hospital of Shandong University, Jinan, China
| |
Collapse
|
48
|
Kumar A, Sarode SC, Sarode GS, Majumdar B, Patil S, Sharma NK. Beyond gene dictation in oral squamous cell carcinoma progression and its therapeutic implications. TRANSLATIONAL RESEARCH IN ORAL ONCOLOGY 2017. [DOI: 10.1177/2057178x17701463] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Ajay Kumar
- Cancer and Translational Research Lab, Dr D.Y. Patil Biotechnology and Bioinformatics Institute, Dr D.Y. Patil Vidyapeeth, Pune, Maharashtra, India
| | - Sachin C Sarode
- Department of Oral Pathology, Dr D.Y. Patil Dental College and Research, Pimpri, Pune, Maharashtra, India
| | - Gargi S Sarode
- Department of Oral Pathology, Dr D.Y. Patil Dental College and Research, Pimpri, Pune, Maharashtra, India
| | - Barnali Majumdar
- Department of Oral Pathology and Microbiology, Bhojia Dental College and Hospital, Baddi, Himachal Pradesh, India
| | - Shankargouda Patil
- Department of Maxillofacial Surgery and Diagnostic Sciences, Division of Oral Pathology, College of Dentistry, Jazan University, Jazan, Saudi Arabia
| | - Nilesh Kumar Sharma
- Cancer and Translational Research Lab, Dr D.Y. Patil Biotechnology and Bioinformatics Institute, Dr D.Y. Patil Vidyapeeth, Pune, Maharashtra, India
| |
Collapse
|
49
|
Yang A, Sun Y, Gao Y, Yang S, Mao C, Ding N, Deng M, Wang Y, Yang X, Jia Y, Zhang H, Jiang Y. Reciprocal Regulation Between miR-148a/152 and DNA Methyltransferase 1 Is Associated with Hyperhomocysteinemia-Accelerated Atherosclerosis. DNA Cell Biol 2017; 36:462-474. [PMID: 28472596 DOI: 10.1089/dna.2017.3651] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
DNA methyltransferase 1 (DNMT1) and miRNAs are both important regulators of gene expression that have been implicated in the pathogenesis of atherosclerosis. This study was designed to elucidate the potential interaction between DNMT1 and miRNAs in the context of hyperhomocysteinemia (HHcy)-related atherosclerosis. In the aorta of ApoE-/- mice fed a high methionine diet, increased expression of miR-148a/152, with decreased DNMT1 mRNA and protein levels, was detected. Similar changes were observed in cultured foam cells stimulated with homocysteine. When miR-148a/152 was overexpressed using viral vectors, DNMT1 expression was suppressed, whereas the expression of adipose differentiation-related protein (ADRP) was enhanced, and the contents of total cholesterol (TC) and cholesteryl ester (CE) were increased in cultured foam cells. Conversely, downregulation of miR-148a/152 led to elevated DNMT1 expression, reduced ADRP expression, and lowered contents of TC and CE. The luciferase reporter assay verified that DNMT1 is a target gene for miR-148a/152 and overexpression of DNMT1 can partially reverse the miR-148a/152-induced lipid accumulation in foam cells. Meanwhile, we observed that DNMT1 overexpression enhanced DNA methylation and reduced miR-148a/152 expression. Our data showed reciprocal regulation between miR-148a/152 and DNMT1 in foam cells, which likely plays a critical role in HHcy-related atherosclerosis.
Collapse
Affiliation(s)
- Anning Yang
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Yue Sun
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Yuan Gao
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Songhao Yang
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Caiyan Mao
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Ning Ding
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Mei Deng
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Yanhua Wang
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Xiaoling Yang
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Yuexia Jia
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| | - Huiping Zhang
- 2 Prenatal Diagnosis Center of Ningxia Medical University General Hospital , Yinchuan, China
| | - Yideng Jiang
- 1 Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Ningxia Medical University , Yinchuan, China
| |
Collapse
|
50
|
The CpG Dinucleotide Adjacent to a κB Site Affects NF-κB Function through Its Methylation. Int J Mol Sci 2017; 18:ijms18030528. [PMID: 28257066 PMCID: PMC5372544 DOI: 10.3390/ijms18030528] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Accepted: 02/21/2017] [Indexed: 01/04/2023] Open
Abstract
NF-κB is an important transcription factor that plays critical roles in cell survival, proliferation, inflammation, and cancers. Although the majority of experimentally identified functional NF-κB binding sites (κB sites) match the consensus sequence, there are plenty of non-functional NF-κB consensus sequences in the genome. We analyzed the surrounding sequences of the known κB sites that perfectly match the GGGRNNYYCC consensus sequence and identified the nucleotide at the -1 position of κB sites as a key contributor to the binding of the κB sites by NF-κB. We demonstrated that a cytosine at the -1 position of a κB site (-1C) could be methylated, which thereafter impaired NF-κB binding and/or function. In addition, all -1C κB sites are located in CpG islands and are conserved during evolution only when they are within CpG islands. Interestingly, when there are multiple NF-κB binding possibilities, methylation of -1C might increase NF-κB binding. Our finding suggests that a single nucleotide at the -1 position of a κB site could be a critical factor in NF-κB functioning and could be exploited as an additional manner to regulate the expression of NF-κB target genes.
Collapse
|