65 results on '"Marchi FA"'
Search Results
2. Inflammatory breast cancer microenvironment repertoire based on DNA methylation data deconvolution reveals actionable targets to enhance the treatment efficacy.
- Author
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Calanca N, Faldoni FLC, Souza CP, Souza JS, de Souza Alves BE, Soares MBP, Wong DVT, Lima-Junior RCP, Marchi FA, Rainho CA, and Rogatto SR
- Subjects
- Humans, Female, Treatment Outcome, Middle Aged, Prognosis, Molecular Targeted Therapy, Gene Expression Regulation, Neoplastic, DNA Methylation genetics, Tumor Microenvironment genetics, Inflammatory Breast Neoplasms genetics, Inflammatory Breast Neoplasms pathology, Inflammatory Breast Neoplasms metabolism
- Abstract
Background: Although the clinical signs of inflammatory breast cancer (IBC) resemble acute inflammation, the role played by infiltrating immune and stromal cells in this aggressive disease is uncharted. The tumor microenvironment (TME) presents molecular alterations, such as epimutations, prior to morphological abnormalities. These changes affect the distribution and the intricate communication between the TME components related to cancer prognosis and therapy response. Herein, we explored the global DNA methylation profile of IBC and surrounding tissues to estimate the microenvironment cellular composition and identify epigenetically dysregulated markers., Methods: We used the HiTIMED algorithm to deconvolve the bulk DNA methylation data of 24 IBC and six surrounding non-tumoral tissues (SNT) (GSE238092) and determine their cellular composition. The prognostic relevance of cell types infiltrating IBC and their relationship with clinicopathological variables were investigated. CD34 (endothelial cell marker) and CD68 (macrophage marker) immunofluorescence staining was evaluated in an independent set of 17 IBC and 16 non-IBC samples., Results: We found lower infiltration of endothelial, stromal, memory B, dendritic, and natural killer cells in IBC than in SNT samples. Higher endothelial cell (EC) and stromal cell content were related to better overall survival. EC proportions positively correlated with memory B and memory CD8
+ T infiltration in IBC. Immune and EC markers exhibited distinct DNA methylation profiles between IBC and SNT samples, revealing hypermethylated regions mapped to six genes (CD40, CD34, EMCN, HLA-G, PDPN, and TEK). We identified significantly higher CD34 and CD68 protein expression in IBC compared to non-IBC., Conclusions: Our findings underscored cell subsets that distinguished patients with better survival and dysregulated markers potentially actionable through combinations of immunotherapy and epigenetic drugs., (© 2024. The Author(s).)- Published
- 2024
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3. DNA methylation profile of inflammatory breast cancer and its impact on prognosis and outcome.
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Faldoni FLC, Bizinelli D, Souza CP, Santana IVV, Marques MMC, Rainho CA, Marchi FA, and Rogatto SR
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- Humans, Female, Prognosis, Middle Aged, Aged, Epigenesis, Genetic genetics, Adult, Gene Expression Regulation, Neoplastic genetics, Biomarkers, Tumor genetics, DNA Methylation genetics, CpG Islands genetics, Inflammatory Breast Neoplasms genetics, Inflammatory Breast Neoplasms pathology
- Abstract
Background: Inflammatory breast cancer (IBC) is a rare disease characterized by rapid progression, early metastasis, and a high mortality rate., Methods: Genome-wide DNA methylation analysis (EPIC BeadChip platform, Illumina) and somatic gene variants (105 cancer-related genes) were performed in 24 IBCs selected from a cohort of 140 cases., Results: We identified 46,908 DMPs (differentially methylated positions) (66% hypomethylated); CpG islands were predominantly hypermethylated (39.9%). Unsupervised clustering analysis revealed three clusters of DMPs characterized by an enrichment of specific gene mutations and hormone receptor status. The comparison among DNA methylation findings and external datasets (TCGA-BRCA stages III-IV) resulted in 385 shared DMPs mapped in 333 genes (264 hypermethylated). 151 DMPs were associated with 110 genes previously detected as differentially expressed in IBC (GSE45581), and 68 DMPs were negatively correlated with gene expression. We also identified 4369 DMRs (differentially methylated regions) mapped on known genes (2392 hypomethylated). BCAT1, CXCL12, and TBX15 loci were selected and evaluated by bisulfite pyrosequencing in 31 IBC samples. BCAT1 and TBX15 had higher methylation levels in triple-negative compared to non-triple-negative, while CXCL12 had lower methylation levels in triple-negative than non-triple-negative IBC cases. TBX15 methylation level was associated with obesity., Conclusions: Our findings revealed a heterogeneous DNA methylation profile with potentially functional DMPs and DMRs. The DNA methylation data provided valuable insights for prognostic stratification and therapy selection to improve patient outcomes., (© 2024. The Author(s).)
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- 2024
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4. TGFβ signaling pathway in salivary gland tumors.
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Gomes ÁNM, Oliveira KK, Marchi FA, Bettim BB, Germano JN, Gonçalves Filho J, Pinto CAL, Lourenço SV, and Coutinho-Camillo CM
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- Humans, Biomarkers, Tumor metabolism, Signal Transduction, Adenoma, Pleomorphic genetics, Adenoma, Pleomorphic metabolism, Adenoma, Pleomorphic pathology, Carcinoma, Adenoid Cystic genetics, Carcinoma, Adenoid Cystic metabolism, Carcinoma, Mucoepidermoid metabolism, Salivary Gland Neoplasms genetics, Salivary Gland Neoplasms metabolism, Transforming Growth Factor beta metabolism
- Abstract
Objective: Pleomorphic adenoma (PA), mucoepidermoid carcinoma (MEC), and adenoid cystic carcinoma (ACC) are the most prevalent salivary gland tumors. Their pathogenesis has been recently associated with complex molecular cascades, including the TGFβ signaling pathway. The aim of this study was to evaluate the expression of genes associated with the TGFβ signaling pathway (TGFB1, ITGB6, SMAD2, SMAD4, FBN1, LTBP1, and c-MYC) to map possible downstream alterations in the TGFβ cascade., Design: Thirteen PA, 17 MEC, 13 ACC, and 10 non-neoplastic salivary gland samples were analyzed by real-time RT-PCR., Results: Cases of PA presented increased TGFB1, LTPB1, c-MYC, and FBN1 expressions, whereas SMAD2 expression was decreased when compared to non-neoplastic tissue. MEC patients displayed increased expressions of TGFB1, ITGB6, FBN1, and c-MYC and decreased expressions of SMAD2 and SMAD4. ACC cases exhibited elevated expressions of the investigated genes except TGFB1. The present results suggest that decreased expression of SMAD2 and SMAD4 does not impede the transcriptional regulation of c-MYC, especially in PA and MEC. Increased expressions of ITGB6, TGFB1, LTBP1, and FBN1 appear to be related to the regulation of the TGFβ signaling pathway in these tumors. Additionally, we observed a higher expression of SMAD4 in ACC and a raised expression of ITGB6 and lowered expression of SMAD2 in MEC., Conclusions: Our study demonstrated the differential expression of TGFβ cascade members in salivary gland tumors such as SMAD2/SMAD4 and c-MYC as well as the participation of ITGB6, TGFB1, LTBP1, and FBN1, contributing to the understanding of the mechanisms involved in tumor progression., Competing Interests: Declaration of Competing Interest The authors have no conflicts of interest., (Copyright © 2024 Elsevier Ltd. All rights reserved.)
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- 2024
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5. A Case Study of a Rare Undifferentiated Spindle Cell Sarcoma of the Penis: Establishment and Characterization of Patient-Derived Models.
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Sousa ACDS, Fernandes BLNC, da Silva JPA, Stevanato Filho PR, Coimbra LBCT, de Oliveira Beserra A, Alvarenga AL, Maida G, Guimaraes CT, Nakamuta IM, Marchi FA, Alves C, Lichtenfels M, de Farias CB, Kupper BEC, Costa FD, de Mello CAL, Carraro DM, Torrezan GT, Lopes A, and Dos Santos TG
- Subjects
- Animals, Humans, Male, Mice, Mutation, Penile Neoplasms genetics, Penile Neoplasms pathology, Tuberous Sclerosis Complex 2 Protein genetics, Middle Aged, Sarcoma genetics, Sarcoma pathology
- Abstract
Rare sarcomas present significant treatment challenges compared to more prevalent soft tissue sarcomas due to limited treatment options and a poor understanding of their biology. This study investigates a unique case of penile sarcoma, providing a comprehensive morphological and molecular analysis. Through the creation of experimental patient-derived models-including patient-derived xenograft (PDX), 3D, and monolayer primary cultures-we successfully replicated crucial molecular traits observed in the patient's tumor, such as smooth muscle actin and CD99 expression, along with specific mutations in genes like TSC2 and FGFR4 . These models are helpful in assessing the potential for an in-depth exploration of this tumor's biology. This comprehensive approach holds promise in identifying potential therapeutic avenues for managing this exceedingly rare soft tissue sarcoma.
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- 2024
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6. HOXA1 3'UTR Methylation Is a Potential Prognostic Biomarker in Oral Squamous cell Carcinoma.
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Sorroche BP, Miranda KC, Beltrami CM, Arantes LMRB, Kowalski LP, Marchi FA, Rogatto SR, and Almeida JD
- Abstract
Background: HOXA1 is a prognostic marker and a potential predictive biomarker for radioresistance in head and neck tumors. Its overexpression has been associated with promoter methylation and a worse prognosis in oral squamous cell carcinoma (OSCC) patients. However, opposite outcomes are also described. The effect of the methylation of this gene on different gene regions, other than the promoter, remains uncertain. We investigated the methylation profile at different genomic regions of HOXA1 in OSCC and correlated differentially methylated CpG sites with clinicopathological data., Methods: The HOXA1 DNA methylation status was evaluated by analyzing data from The Cancer Genome Atlas and three Gene Expression Omnibus datasets. Significant differentially methylated CpG sites were considered with a |∆β| ≥ 0.10 and a Bonferroni-corrected p -value < 0.01. Differentially methylated CpGs were validated by pyrosequencing using two independent cohorts of 15 and 47 OSCC patients, respectively., Results: Compared to normal tissues, we found significantly higher DNA methylation levels in the 3'UTR region of HOXA1 in OSCC. Higher methylation levels in tumor samples were positively correlated with smoking habits and patients' overall survival., Conclusions: Our findings suggest that HOXA1 gene body methylation is a promising prognostic biomarker for OSCC with potential clinical applications in patient monitoring.
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- 2024
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7. DNA methylation-based depiction of the immune microenvironment and immune-associated long non-coding RNAs in oral cavity squamous cell carcinomas.
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Calanca N, Francisco ALN, Bizinelli D, Kuasne H, Barros Filho MC, Flores BCT, Pinto CAL, Rainho CA, Soares MBP, Marchi FA, Kowalski LP, and Rogatto SR
- Abstract
Oral cavity squamous cell carcinoma (OSCC) is a complex and dynamic disease characterized by clinicopathological and molecular heterogeneity. Spatial and temporal heterogeneity of cell subpopulations has been associated with cancer progression and implicated in the prognosis and therapy response. Emerging evidence indicates that aberrant epigenetic profiles in OSCC may foster an immunosuppressive tumor microenvironment by modulating the expression of immune-related long non-coding RNAs (lncRNAs). DNA methylation analysis was performed in 46 matched OSCC and normal adjacent tissue samples using a genome-wide platform (Infinium HumanMethylation450 BeadChip). Reference-based computational deconvolution (MethylCIBERSORT) was applied to infer the immune cell composition of the bulk samples. The expression levels of genes encoding immune markers and differentially methylated lncRNAs were investigated using The Cancer Genome Atlas dataset. OSCC specimens presented distinct immune cell composition, including the enrichment of monocyte lineage cells, natural killer cells, cytotoxic T-lymphocytes, regulatory T-lymphocytes, and neutrophils. In contrast, B-lymphocytes, effector T-lymphocytes, and fibroblasts were diminished in tumor samples. The hypomethylation of three immune-associated lncRNAs (MEG3, MIR155HG, and WFDC21P) at individual CpG sites was confirmed by bisulfite-pyrosequencing. Also, the upregulation of a set of immune markers (FOXP3, GZMB, IL10, IL2RA, TGFB, IFNG, TDO2, IDO1, and HIF1A) was detected. The immune cell composition, immune markers alteration, and dysregulation of immune-associated lncRNAs reinforce the impact of the immune microenvironment in OSCC. These concurrent factors contribute to tumor heterogeneity, suggesting that epi-immunotherapy could be an efficient alternative to treat OSCC., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier Masson SAS.. All rights reserved.)
- Published
- 2023
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8. Discovery of Novel miRNAs in Colorectal Cancer: Potential Biological Roles and Clinical Utility.
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Minutentag IW, Seneda AL, Barros-Filhos MC, de Carvalho M, Souza VGP, Hasimoto CN, Moraes MPT, Marchi FA, Lam WL, Reis PP, and Drigo SA
- Abstract
Deregulated miRNAs are associated with colorectal cancer (CRC), with alterations depending on the tumor location. Novel tissue-specific miRNAs have been identified in different tumors and are associated with cancer. We used miRMaster to identify novel miRNAs in CRC from the TCGA and GEO data (discovery and validation groups). We used TCGA data from five tissues to analyze miRNA tissue specificity. miRDB was used to predict miRNA targets, and the UCSC Xena Browser was used to evaluate target expression. After successive analyses, we identified 15 novel miRNAs with the same expression patterns in CRC in both the discovery and validation groups. Four molecules (nov-miR-13844-5p, nov-miR-7154-5p, nov-miR-5035-3p, and nov-miR-590-5p) were differentially expressed in proximal and distal CRC. The nov-miR-3345-5p and nov-miR-13172-3p, which are upregulated in tumors, are only expressed in colorectal tissues. These molecules have been linked to a worse prognosis in right-sided colon and rectal carcinomas. An analysis revealed an association between eight novel miRNAs and 81 targets, mostly cancer-related genes, with varying expression based on tumor location. These findings provide new miRNAs with potential biological relevance, molecular biomarkers, and therapeutic targets for CRC treatment.
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- 2023
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9. New Insights into the Impact of Human Papillomavirus on Oral Cancer in Young Patients: Proteomic Approach Reveals a Novel Role for S100A8.
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Miranda-Galvis M, Carneiro Soares C, Moretto Carnielli C, Ramalho Buttura J, Sales de Sá R, Kaminagakura E, Marchi FA, Paes Leme AF, Lópes Pinto CA, Santos-Silva AR, Moraes Castilho R, Kowalski LP, and Squarize CH
- Subjects
- Humans, Human Papillomavirus Viruses, Neoplasm Recurrence, Local, Proteomics, Squamous Cell Carcinoma of Head and Neck complications, Tumor Microenvironment, Carcinoma, Squamous Cell pathology, Head and Neck Neoplasms complications, Mouth Neoplasms pathology, Papillomavirus Infections pathology
- Abstract
Human papillomavirus (HPV) infection has recently been linked to a subset of cancers affecting the oral cavity. However, the molecular mechanisms underlying HPV-driven oral squamous cell carcinoma (OSCC) onset and progression are poorly understood., Methods: We performed MS-based proteomics profiling based on HPV status in OSCC in young patients, following biological characterization and cell assays to explore the proteome functional landscape., Results: Thirty-nine proteins are differentially abundant between HPV (+) and HPV (-) OSCC. Among them, COPS3, DYHC1, and S100A8 are unfavorable for tumor recurrence and survival, in contrast to A2M and Serpine1, low levels of which show an association with better DFS. Remarkably, S100A8 is considered an independent prognostic factor for lower survival rates, and at high levels, it alters tumor-associated immune profiling, showing a lower proportion of M1 macrophages and dendritic cells. HPV (+) OSCC also displayed the pathogen-associated patterns receptor that, when activated, triggered the S100A8 and NFκB inflammatory responses., Conclusion: HPV (+) OSCC has a peculiar microenvironment pattern distinctive from HPV (-), involving the expression of pathogen-associated pattern receptors, S100A8 overexpression, and NFκB activation and responses, which has important consequences in prognosis and may guide therapeutic decisions.
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- 2023
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10. Advances in the Molecular Landscape of Lung Cancer Brain Metastasis.
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Souza VGP, de Araújo RP, Santesso MR, Seneda AL, Minutentag IW, Felix TF, Hamamoto Filho PT, Pewarchuk ME, Brockley LJ, Marchi FA, Lam WL, Drigo SA, and Reis PP
- Abstract
Lung cancer is one of the most frequent tumors that metastasize to the brain. Brain metastasis (BM) is common in advanced cases, being the major cause of patient morbidity and mortality. BMs are thought to arise via the seeding of circulating tumor cells into the brain microvasculature. In brain tissue, the interaction with immune cells promotes a microenvironment favorable to the growth of cancer cells. Despite multimodal treatments and advances in systemic therapies, lung cancer patients still have poor prognoses. Therefore, there is an urgent need to identify the molecular drivers of BM and clinically applicable biomarkers in order to improve disease outcomes and patient survival. The goal of this review is to summarize the current state of knowledge on the mechanisms of the metastatic spread of lung cancer to the brain and how the metastatic spread is influenced by the brain microenvironment, and to elucidate the molecular determinants of brain metastasis regarding the role of genomic and transcriptomic changes, including coding and non-coding RNAs. We also present an overview of the current therapeutics and novel treatment strategies for patients diagnosed with BM from NSCLC.
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- 2023
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11. Interplay Between Immune and Cancer-Associated Fibroblasts: A Path to Target Metalloproteinases in Penile Cancer.
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Cury SS, Kuasne H, Souza JDS, Muñoz JJM, da Silva JP, Lopes A, Scapulatempo-Neto C, Faria EF, Delaissé JM, Marchi FA, and Rogatto SR
- Abstract
Extracellular matrix (ECM) remodeling and inflammation have been reported in penile carcinomas (PeCa). However, the cell types and cellular crosstalk involved in PeCa are unexplored. We aimed to characterize the complexity of cells and pathways involved in the tumor microenvironment (TME) in PeCa and propose target molecules associated with the TME. We first investigated the prognostic impact of cell types with a secretory profile to identify drug targets that modulate TME-enriched cells. The secretome analysis using the PeCa transcriptome revealed the enrichment of inflammation and extracellular matrix pathways. Twenty-three secreted factors were upregulated, mainly collagens and matrix metalloproteinases (MMPs). The deregulation of collagens and MMPs was confirmed by Quantitative reverse transcription - polymerase chain reaction (RT-qPCR). Further, the deconvolution method (digital cytometry) of the bulk samples revealed a high proportion of macrophages and dendritic cells (DCs) and B cells. Increased DCs and B cells were associated with better survival. A high proportion of cancer-associated fibroblasts (CAFs) was observed in low-survival patients. Patients with increased CAFs had decreased immune cell proportions. The treatment with the MMP inhibitor GM6001 in CAF cells derived from PeCa resulted in altered cell viability. We reported a crosstalk between immune cells and CAFs, and the proportion of these cell populations was associated with prognosis. We demonstrate that a drug targeting MMPs modulates CAFs, expanding the therapeutic options of PeCa., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Cury, Kuasne, Souza, Muñoz, da Silva, Lopes, Scapulatempo-Neto, Faria, Delaissé, Marchi and Rogatto.)
- Published
- 2022
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12. Gene Expression Profile Induced by Two Different Variants of Street Rabies Virus in Mice.
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Appolinário CM, Daly JM, Emes RD, Marchi FA, Ribeiro BLD, and Megid J
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- Animals, Dogs, Mice, Microarray Analysis, Transcriptome, Virulence, Chiroptera, Rabies, Rabies virus
- Abstract
Pathogenicity and pathology of rabies virus (RABV) varies according to the variant, but the mechanisms are not completely known. In this study, gene expression profile in brains of mice experimentally infected with RABV isolated from a human case of dog rabies (V2) or vampire bat-acquired rabies (V3) were analyzed. In total, 138 array probes associated with 120 genes were expressed differentially between mice inoculated with V2 and sham-inoculated control mice at day 10 post-inoculation. A single probe corresponding to an unannotated gene was identified in V3 versus control mice. Gene ontology (GO) analysis revealed that all of the genes upregulated in mice inoculated with V2 RABV were involved in the biological process of immune defense against pathogens. Although both variants are considered pathogenic, inoculation by the same conditions generated different gene expression results, which is likely due to differences in pathogenesis between the dog and bat RABV variants. This study demonstrated the global gene expression in experimental infection due to V3 wild-type RABV, from the vampire bat Desmodus rotundus , an important source of infection for humans, domestic animals and wildlife in Latin America.
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- 2022
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13. The Long Non-Coding RNA SNHG12 as a Mediator of Carboplatin Resistance in Ovarian Cancer via Epigenetic Mechanisms.
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Abildgaard C, do Canto LM, Rainho CA, Marchi FA, Calanca N, Waldstrøm M, Steffensen KD, and Rogatto SR
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Genetic and epigenetic changes contribute to intratumor heterogeneity and chemotherapy resistance in several tumor types. LncRNAs have been implicated, directly or indirectly, in the epigenetic regulation of gene expression. We investigated lncRNAs that potentially mediate carboplatin-resistance of cell subpopulations, influencing the progression of ovarian cancer (OC). Four carboplatin-sensitive OC cell lines (IGROV1, OVCAR3, OVCAR4, and OVCAR5), their derivative resistant cells, and two inherently carboplatin-resistant cell lines (OVCAR8 and Ovc316) were subjected to RNA sequencing and global DNA methylation analysis. Integrative and cross-validation analyses were performed using external (The Cancer Genome Atlas, TCGA dataset, n = 111 OC samples) and internal datasets ( n = 39 OC samples) to identify lncRNA candidates. A total of 4255 differentially expressed genes (DEGs) and 14529 differentially methylated CpG positions (DMPs) were identified comparing sensitive and resistant OC cell lines. The comparison of DEGs between OC cell lines and TCGA-OC dataset revealed 570 genes, including 50 lncRNAs, associated with carboplatin resistance. Eleven lncRNAs showed DMPs, including the SNHG12 . Knockdown of SNHG12 in Ovc316 and OVCAR8 cells increased their sensitivity to carboplatin. The results suggest that the lncRNA SNHG12 contributes to carboplatin resistance in OC and is a potential therapeutic target. We demonstrated that SNHG12 is functionally related to epigenetic mechanisms.
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- 2022
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14. EMT in salivary gland tumors: the expression of microRNAs miR-155 and miR-200c is associated with clinical-pathological parameters.
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Kerche LE, de Sousa EA, Squarize CH, Oliveira KK, Marchi FA, Bettim BB, Kowalski LP, Soares FA, Lourenço SV, and Coutinho-Camillo CM
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- Cadherins genetics, Cadherins metabolism, Cell Line, Tumor, Cell Movement, Epithelial-Mesenchymal Transition genetics, Gene Expression Regulation, Neoplastic genetics, Humans, MicroRNAs genetics, MicroRNAs metabolism, Salivary Gland Neoplasms genetics
- Abstract
Background: Epithelial to mesenchymal transition promotes cell adhesion loss, enabling invasion and metastasis. MicroRNAs are a class of small non-codifying RNAs that regulate gene expression., Objectives: The aim of this study was to evaluate the expression of microRNAs that could regulate the expression of EMT factors in salivary gland tumors (SGTs)., Methods and Results: The expression of microRNAs miR-9, miR-34a, miR-101, miR-138, miR-155, and miR-200c-described in the literature to target EMT factors-was evaluated by Real-time RT-PCR (qPCR) in pleomorphic adenoma (PA), mucoepidermoid carcinoma (MEC) and adenoid cystic carcinoma (ACC) samples. Bioinformatics tools were applied to identify miR targets and immunohistochemistry was used to examine the expression of the proteins E-cadherin, Twist, ZEB-1, β-Catenin, and c-Kit. Comparing miR expression among SGT types, we observed increased expression of miR-9, and miR-138 in PAs, and increased miR-155 expression in MECs. Low-grade MECs exhibited increased miR-155 expression (p = 0.032). MECs that generated lymph node metastases had increased miR-200c levels (p = 0.018). MECs tended to have decreased expression of EMT-related proteins when compared to the other SGT types (c-Kit p < 0.001, Twist p = 0.014, and ZEB p = 0.012). Notably, increased c-Kit expression was associated with the presence of perineural infiltration in ACC (p = 0.050)., Conclusions: This study provides evidence of alterations in the expression of EMT-factors regulating miRs, especially of miR-9, miR-138, miR-155, and miR-200c. No significant relationships were found between the expression of these miRs and proteins associated with EMT in SGTs., (© 2021. The Author(s), under exclusive licence to Springer Nature B.V.)
- Published
- 2022
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15. miR-22 and miR-205 Drive Tumor Aggressiveness of Mucoepidermoid Carcinomas of Salivary Glands.
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Naakka E, Barros-Filho MC, Adnan-Awad S, Al-Samadi A, Marchi FA, Kuasne H, Korelin K, Suleymanova I, Brown AL, Scapulatempo-Neto C, Lourenço SV, Castilho RM, Kowalski LP, Mäkitie A, Araújo VC, Leivo I, Rogatto SR, Salo T, and Passador-Santos F
- Abstract
Objectives: To integrate mRNA and miRNA expression profiles of mucoepidermoid carcinomas (MECs) and normal salivary gland (NSGs) tissue samples and identify potential drivers., Material and Methods: Gene and miRNA expression arrays were performed in 35 MECs and six NSGs., Results: We found 46 differentially expressed (DE) miRNAs and 3,162 DE mRNAs. Supervised hierarchical clustering analysis of the DE transcripts revealed two clusters in both miRNA and mRNA profiles, which distinguished MEC from NSG samples. The integrative miRNA-mRNA analysis revealed a network comprising 696 negatively correlated interactions (44 miRNAs and 444 mRNAs) involving cell signaling, cell cycle, and cancer-related pathways. Increased expression levels of miR-205-5p and miR-224-5p and decreased expression levels of miR-139-3p, miR-145-3p, miR-148a-3p, miR-186-5p, miR-338-3p, miR-363-3p, and miR-4324 were significantly related to worse overall survival in MEC patients. Two overexpressed miRNAs in MEC (miR-22 and miR-205) were selected for inhibition by the CRISPR-Cas9 method. Cell viability, migration, and invasion assays were performed using an intermediate grade MEC cell line. Knockout of miR-205 reduced cell viability and enhanced ZEB2 expression, while miR-22 knockout reduced cell migration and invasion and enhanced ESR1 expression. Our results indicate a distinct transcriptomic profile of MEC compared to NSG, and the integrative analysis highlighted miRNA-mRNA interactions involving cancer-related pathways, including PTEN and PI3K/AKT., Conclusion: The in vitro functional studies revealed that miR-22 and miR-205 deficiencies reduced the viability, migration, and invasion of the MEC cells suggesting they are potential oncogenic drivers in MEC., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Naakka, Barros-Filho, Adnan-Awad, Al-Samadi, Marchi, Kuasne, Korelin, Suleymanova, Brown, Scapulatempo-Neto, Lourenço, Castilho, Kowalski, Mäkitie, Araújo, Leivo, Rogatto, Salo and Passador-Santos.)
- Published
- 2022
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16. MIR-203A-3P AND MMP-2 PROTEINS ARE HIGHLY EXPRESSED IN CIRCULATING TUMOR CELLS FROM PATIENTS WITH PANCREATIC CARCINOMA.
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Tarazona JGR, Abdallah EA, Flores BCT, Braun AC, Camillo CMC, Marchi FA, Ruano APC, and Chinen LTD
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- Humans, Matrix Metalloproteinase 2 genetics, MicroRNAs genetics, Neoplastic Cells, Circulating, Pancreatic Neoplasms genetics
- Abstract
Objectives: Ductal adenocarcinoma of the pancreas is the fourth most common cancer-associated cause of death in the Western world. The presence of circulating tumor cells (CTCs) can be considered a potential prognostic factor, as these cells represent tumor progression, allowing monitoring of therapeutic efficacy. The objectives of this study were to explore the morphological, molecular, and phenotypic characteristics of CTCs from the blood of patients with pancreatic carcinoma and to correlate the findings with response to treatment, progression-free survival, overall survival (OS), and deep vein thrombosis (DVT)., Methods: Peripheral blood (10 mL) was analyzed before the beginning of treatment after 60 and 120 days. CTCs were detected by using ISET® and characterized by immunocytochemistry. For microRNAs (miRNAs) analysis, peripheral leukocytes from the same patients and healthy individuals (controls) were collected in parallel at baseline. The expression of miRNAs was evaluated (in pool) using TaqMan® Array Human MicroRNA Cards v2.0., Results: Only nine patients were included. The proteins, namely, matrix metalloproteinase-2 (MMP2) and TGFβ-RI, were highly expressed (77.7%) in CTCs at baseline; at the first follow-up, MMP2 was predominant (80%) and, at the second follow-up, MMP2 and vimentin were predominant (50%). Circulating tumor microemboli (CTMs) were found in two patients and both presented DVT. The miR-203a-3p was highly expressed in CTCs. The miR-203a-3p is involved in the stimulation of epithelial-to-mesenchymal transition (EMT) and is related to worse OS in pancreatic cancer (TCGA data)., Conclusion: Due to the low number of patients and short follow-up, we did not observe a correlation between CTCs and response to treatment. However, there was a correlation between CTM and DVT and also miR-203a-3p was highly expressed in CTCs, corroborating the findings of EMT proteins. This study opens the perspectives concerning the dynamic change in the pattern of proteins expressed along with treatment and the use of miRNAs as new targets in pancreatic carcinoma.
- Published
- 2022
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17. Germline variants in DNA repair genes are associated with young-onset head and neck cancer.
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Cury SS, Miranda PM, Marchi FA, Canto LMD, Chulam TC, Petersen AH, Aagaard MM, Pinto CAL, Kowalski LP, and Rogatto SR
- Subjects
- Adult, Genetic Predisposition to Disease, Germ Cells, Humans, Middle Aged, DNA Copy Number Variations, DNA Repair genetics, Germ-Line Mutation, Head and Neck Neoplasms genetics, Squamous Cell Carcinoma of Head and Neck genetics
- Abstract
The genetic predisposition to head and neck carcinomas (HNSCC) and how the known risk factors (papillomavirus infection, alcohol, and tobacco consumption) contribute to the early-onset disease are barely explored. Although HNSCC at early onset is rare, its frequency is increasing in recent years. Germline and somatic variants were assessed to build a comprehensive genetic influence pattern in HNSCC predisposition and patient outcome. Whole-exome sequencing was performed in 45 oral and oropharynx carcinomas paired with normal samples of young adults (≤49 years). We found FANCG, CDKN2A, and TPP germline variants previously associated with HNSCC risk. At least one germline variant in DNA repair pathway genes was detected in 67% of cases. Germline and somatic variants (including copy number variations) in FAT1 gene were identified in 9 patients (20%) and 12 tumors (30%), respectively. Somatic variants were found in HNSCC associated genes, such as TP53, CDKN2A, and PIK3CA. To date, 55 of 521 cases from the large cohort of TCGA presented < 49 years old. A comparison between the somatic alterations of TCGA-HNSCC at early onset and our dataset revealed strong similarities. Protein-protein interaction analysis between somatic and germline altered genes revealed a central role of TP53. Altogether, germline alterations in DNA repair genes potentially contribute to an increased risk of developing HNSCC at early-onset, while FAT1 could impact the prognosis., (Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2021
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18. The relevance of miRNAs as promising biomarkers in lip cancer.
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Assao A, Domingues MAC, Minicucci EM, Marchi FA, Coutinho-Camillo CM, and Oliveira DT
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- Biomarkers, Humans, Lip, Cheilitis genetics, Lip Neoplasms genetics, MicroRNAs genetics
- Abstract
Objectives: This study aimed to analyze the expression of miR-181b, miR-21, miR-31, and miR-345 in actinic cheilitis with and without epithelial dysplasia and lower lip squamous cell carcinomas, and to verify if the deregulated expression of these miRNAs would be indicative of malignant transformation., Materials and Methods: The sample was selected from formalin-fixed paraffin-embedded tissues of 19 actinic cheilitis without epithelial dysplasia, 32 actinic cheilitis with epithelial dysplasia, 42 lower lip squamous cell carcinomas, and 10 nonaltered oral mucosa of the lip. The microRNA (miR, miRNA) expression was quantified by real-time RT-PCR and the expression of the selected miRNAs among the groups of actinic cheilitis and lower lip cancer was compared by chi-square., Results: A higher expression of miR-181b, miR-31, and miR-345 was found in actinic cheilitis without epithelial dysplasia in comparison to that in actinic cheilitis with epithelial dysplasia and with lower lip cancer. There were no differences in miR-21 expression between actinic cheilitis and lower lip cancer. Hierarchical clustering analysis showed a tendency for a downregulation of miR-181b, miR-21, miR-31, and miR-345 in most patients with lower lip cancers., Conclusions: The upregulation of miR-181b, miR-31, and miR-345 expression in actinic cheilitis without epithelial dysplasia and the decrease in the expression of these miRNAs in actinic cheilitis with epithelial dysplasia and in lower lip cancer are potential biomarkers of malignant progression., Clinical Relevance: This miRNA signature can help to identify actinic cheilitis with potential to progress to lip cancer., (© 2021. The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature.)
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- 2021
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19. Penile Cancer-Derived Cells Molecularly Characterized as Models to Guide Targeted Therapies.
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Kuasne H, Canto LMD, Aagaard MM, Muñoz JJM, Jamblinne C, Marchi FA, Scapulatempo-Neto C, Faria EF, Lopes A, Carréno S, and Rogatto SR
- Subjects
- Adult, Aged, Aged, 80 and over, Cell Line, Tumor, Cell Movement, Cell Proliferation, Cell Shape, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Genome, Human, Humans, Male, Middle Aged, Neoplasm Invasiveness, Neoplasm Proteins genetics, Neoplasm Proteins metabolism, Penile Neoplasms genetics, Protein Biosynthesis genetics, RNA, Messenger genetics, RNA, Messenger metabolism, Signal Transduction genetics, Models, Biological, Molecular Targeted Therapy, Penile Neoplasms pathology
- Abstract
Penile cancer (PeCa) is a common disease in poor and developing countries, showing high morbidity rates. Despite the recent progress in understanding the molecular events involved in PeCa, the lack of well-characterized in vitro models precludes new advances in anticancer drug development. Here we describe the establishment of five human primary penile cancer-derived cell cultures, including two epithelial and three cancer-associated fibroblast (CAF) cells. Using high-throughput genomic approaches, we found that the epithelial PeCa derived- cells recapitulate the molecular alterations of their primary tumors and present the same deregulated signaling pathways. The differentially expressed genes and proteins identified are components of key oncogenic pathways, including EGFR and PI3K/AKT/mTOR. We showed that epithelial PeCa derived cells presented a good response to cisplatin, a common therapeutic approach used in PeCa patients. The growth of a PeCa-derived cell overexpressing EGFR was inhibited by EGFR inhibitors (cetuximab, gefitinib, and erlotinib). We also identified CAF signature markers in three PeCa-derived cells with fibroblast-like morphology, indicating that those cells are suitable models for PeCa microenvironment studies. We thus demonstrate the utility of PeCa cell models to dissect mechanisms that promote penile carcinogenesis, which are useful models to evaluate therapeutic approaches for the disease.
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- 2021
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20. Integrated analysis of label-free quantitative proteomics and bioinformatics reveal insights into signaling pathways in male breast cancer.
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Gomig THB, Gontarski AM, Cavalli IJ, Souza RLR, Lucena ACR, Batista M, Machado KC, Marchini FK, Marchi FA, Lima RS, Urban CA, Marchi RD, Cavalli LR, and Ribeiro EMSF
- Abstract
Male breast cancer (MBC) is a rare malignancy that accounts for about 1.8% of all breast cancer cases. In contrast to the high number of the "omics" studies in breast cancer in women, only recently molecular approaches have been performed in MBC research. High-throughput proteomics based methodologies are promisor strategies to characterize the MBC proteomic signatures and their association with clinico-pathological parameters. In this study, the label-free quantification-mass spectrometry and bioinformatics approaches were applied to analyze the proteomic profiling of a MBC case using the primary breast tumor and the corresponding axillary metastatic lymph nodes and adjacent non-tumor breast tissues. The differentially expressed proteins were identified in the signaling pathways of granzyme B, sirtuins, eIF2, actin cytoskeleton, eNOS, acute phase response and calcium and were connected to the upstream regulators MYC, PI3K SMARCA4 and cancer-related chemical drugs. An additional proteomic comparative analysis was performed with a primary breast tumor of a female patient and revealed an interesting set of proteins, which were mainly involved in cancer biology. Together, our data provide a relevant data source for the MBC research that can help the therapeutic strategies for its management.
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- 2021
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21. Genomic and transcriptomic characterization of the human glioblastoma cell line AHOL1.
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Ferreira WAS, Amorim CKN, Burbano RR, Villacis RAR, Marchi FA, Medina TS, Lima MMC, and Oliveira EHC
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- Cell Line, Tumor, Gene Expression Regulation, Neoplastic, Genome, Genomics, Histone Demethylases, Humans, Minor Histocompatibility Antigens, Transcriptome, Glioblastoma genetics
- Abstract
Cancer cell lines are widely used as in vitro models of tumorigenesis, facilitating fundamental discoveries in cancer biology and translational medicine. Currently, there are few options for glioblastoma (GBM) treatment and limited in vitro models with accurate genomic and transcriptomic characterization. Here, a detailed characterization of a new GBM cell line, namely AHOL1, was conducted in order to fully characterize its molecular composition based on its karyotype, copy number alteration (CNA), and transcriptome profiling, followed by the validation of key elements associated with GBM tumorigenesis. Large numbers of CNAs and differentially expressed genes (DEGs) were identified. CNAs were distributed throughout the genome, including gains at Xq11.1-q28, Xp22.33-p11.1, Xq21.1-q21.33, 4p15.1-p14, 8q23.2-q23.3 and losses at Yq11.21-q12, Yp11.31-p11.2, and 15q11.1-q11.2 positions. Nine druggable genes were identified, including HCRTR2, ETV1, PTPRD, PRKX, STS, RPS6KA6, ZFY, USP9Y, and KDM5D. By integrating DEGs and CNAs, we identified 57 overlapping genes enriched in fourteen pathways. Altered expression of several cancer-related candidates found in the DEGs-CNA dataset was confirmed by RT-qPCR. Taken together, this first comprehensive genomic and transcriptomic landscape of AHOL1 provides unique resources for further studies and identifies several druggable targets that may be useful for therapeutics and biologic and molecular investigation of GBM.
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- 2021
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22. Co-Overexpression of TWIST1-CSF1 Is a Common Event in Metastatic Oral Cancer and Drives Biologically Aggressive Phenotype.
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da Silva SD, Marchi FA, Su J, Yang L, Valverde L, Hier J, Bijian K, Hier M, Mlynarek A, Kowalski LP, and Alaoui-Jamali MA
- Abstract
Invasive oral squamous cell carcinoma (OSCC) is often ulcerated and heavily infiltrated by pro-inflammatory cells. We conducted a genome-wide profiling of tissues from OSCC patients (early versus advanced stages) with 10 years follow-up. Co-amplification and co-overexpression of TWIST1 , a transcriptional activator of epithelial-mesenchymal-transition (EMT), and colony-stimulating factor-1 ( CSF1 ), a major chemotactic agent for tumor-associated macrophages (TAMs), were observed in metastatic OSCC cases. The overexpression of these markers strongly predicted poor patient survival (log-rank test, p = 0.0035 and p = 0.0219). Protein analysis confirmed the enhanced expression of TWIST1 and CSF1 in metastatic tissues. In preclinical models using OSCC cell lines, macrophages, and an in vivo matrigel plug assay, we demonstrated that TWIST1 gene overexpression induces the activation of CSF1 while TWIST1 gene silencing down-regulates CSF1 preventing OSCC invasion. Furthermore, excessive macrophage activation and polarization was observed in co-culture system involving OSCC cells overexpressing TWIST1 . In summary, this study provides insight into the cooperation between TWIST1 transcription factor and CSF1 to promote OSCC invasiveness and opens up the potential therapeutic utility of currently developed antibodies and small molecules targeting cancer-associated macrophages.
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- 2021
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23. Comprehensive Analysis of DNA Methylation and Prediction of Response to NeoadjuvantTherapy in Locally Advanced Rectal Cancer.
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do Canto LM, Barros-Filho MC, Rainho CA, Marinho D, Kupper BEC, Begnami MDFS, Scapulatempo-Neto C, Havelund BM, Lindebjerg J, Marchi FA, Baumbach J, Aguiar S Jr, and Rogatto SR
- Abstract
The treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1 , GPR1 , and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cis-regulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.
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- 2020
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24. Inflammatory Breast Cancer: Clinical Implications of Genomic Alterations and Mutational Profiling.
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Faldoni FLC, Villacis RAR, Canto LM, Fonseca-Alves CE, Cury SS, Larsen SJ, Aagaard MM, Souza CP, Scapulatempo-Neto C, Osório CABT, Baumbach J, Marchi FA, and Rogatto SR
- Abstract
Inflammatory breast cancer (IBC) is a rare and aggressive type of breast cancer whose molecular basis is poorly understood. We performed a comprehensive molecular analysis of 24 IBC biopsies naïve of treatment, using a high-resolution microarray platform and targeted next-generation sequencing (105 cancer-related genes). The genes more frequently affected by gains were MYC (75%) and MDM4 (71%), while frequent losses encompassed TP53 (71%) and RB1 (58%). Increased MYC and MDM4 protein expression levels were detected in 18 cases. These genes have been related to IBC aggressiveness, and MDM4 is a potential therapeutic target in IBC. Functional enrichment analysis revealed genes associated with inflammatory regulation and immune response. High homologous recombination (HR) deficiency scores were detected in triple-negative and metastatic IBC cases. A high telomeric allelic imbalance score was found in patients having worse overall survival (OS). The mutational profiling was compared with non-IBC (TCGA, n = 250) and IBC ( n = 118) from four datasets, validating our findings. Higher frequency of TP53 and BRCA2 variants were detected compared to non-IBC, while PIKC3A showed similar frequency. Variants in mismatch repair and HR genes were associated with worse OS. Our study provided a framework for improved diagnosis and therapeutic alternatives for this aggressive tumor type.
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- 2020
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25. Germline Mutation in MUS81 Resulting in Impaired Protein Stability is Associated with Familial Breast and Thyroid Cancer.
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Pinheiro M, Lupinacci FCS, Santiago KM, Drigo SA, Marchi FA, Fonseca-Alves CE, Andrade SCDS, Aagaard MM, Basso TR, Dos Reis MB, Villacis RAR, Roffé M, Hajj GNM, Jurisica I, Kowalski LP, Achatz MI, and Rogatto SR
- Abstract
Multiple primary thyroid cancer (TC) and breast cancer (BC) are commonly diagnosed, and the lifetime risk for these cancers is increased in patients with a positive family history of both TC and BC. Although this phenotype is partially explained by TP53 or PTEN mutations, a significant number of patients are negative for these alterations. We judiciously recruited patients diagnosed with BC and/or TC having a family history of these tumors and assessed their whole-exome sequencing. After variant prioritization, we selected MUS81 c.1292G>A (p.R431H) for further investigation. This variant was genotyped in a healthy population and sporadic BC/TC tissues and investigated at the protein level and cellular models. MUS81 c.1292G>A was the most frequent variant (25%) and the strongest candidate due to its function of double-strand break repair. This variant was confirmed in four relatives from two families. MUS81 p.R431H protein exhibited lower expression levels in tumors from patients positive for the germline variant, compared with wild-type BC, and normal breast and thyroid tissues. Using cell line models, we showed that c.1292G>A induced protein instability and affected DNA damage response. We suggest that MUS81 is a novel candidate involved in familial BC/TC based on its low frequency in healthy individuals and proven effect in protein stability.
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- 2020
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26. GADD45B Transcript Is a Prognostic Marker in Papillary Thyroid Carcinoma Patients Treated With Total Thyroidectomy and Radioiodine Therapy.
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Barros-Filho MC, de Mello JBH, Marchi FA, Pinto CAL, da Silva IC, Damasceno PKF, Soares MBP, Kowalski LP, and Rogatto SR
- Subjects
- Antigens, Differentiation genetics, Biomarkers, Tumor genetics, Combined Modality Therapy, Female, Follow-Up Studies, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, Male, Middle Aged, Neoplasm Recurrence, Local genetics, Neoplasm Recurrence, Local metabolism, Neoplasm Recurrence, Local therapy, Prognosis, Retrospective Studies, Survival Rate, Thyroid Cancer, Papillary genetics, Thyroid Cancer, Papillary metabolism, Thyroid Cancer, Papillary therapy, Thyroid Neoplasms genetics, Thyroid Neoplasms metabolism, Thyroid Neoplasms therapy, Antigens, Differentiation metabolism, Biomarkers, Tumor metabolism, Iodine Radioisotopes therapeutic use, Neoplasm Recurrence, Local pathology, Thyroid Cancer, Papillary pathology, Thyroid Neoplasms pathology, Thyroidectomy mortality
- Abstract
Currently, there is a lack of efficient recurrence prediction methods for papillary thyroid carcinoma (PTC). In this study, we enrolled 202 PTC patients submitted to total thyroidectomy and radioiodine therapy with long-term follow-up (median = 10.7 years). The patients were classified as having favorable clinical outcome (PTC-FCO, no disease in the follow-up) or recurrence (PTC-RE). Alterations in BRAF, RAS, RET , and TERT were investigated ( n = 202) and the transcriptome of 48 PTC (>10 years of follow-up) samples was profiled. Although no mutation was associated with the recurrence risk, 68 genes were found as differentially expressed in PTC-RE compared to PTC-FCO. Pathway analysis highlighted a potential role of cancer-related pathways, including signal transduction and FoxO signaling. Among the eight selected genes evaluated by RT-qPCR, SLC2A4 and GADD45B showed down-expression exclusively in the PTC-FCO group compared to non-neoplastic tissues (NT). Increased expression of GADD45B was an independent marker of shorter disease-free survival [hazard ratio (HR) 2.9; 95% confidence interval (CI95) 1.2-7.0] in our cohort and with overall survival in the TCGA dataset (HR = 4.38, CI95 1.2-15.5). In conclusion, GADD45B transcript was identified as a novel prognostic marker candidate in PTC patients treated with total thyroidectomy and radioiodine therapy., (Copyright © 2020 Barros-Filho, de Mello, Marchi, Pinto, da Silva, Damasceno, Soares, Kowalski and Rogatto.)
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- 2020
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27. Circulating mRNA signature as a marker for high-risk prostate cancer.
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Souza MF, Kuasne H, Barros-Filho MC, Cilião HL, Marchi FA, Fuganti PE, Rogatto SR, and Cólus IMS
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- Aged, Biomarkers, Tumor genetics, Brazil, Cell-Free Nucleic Acids genetics, Clinical Decision-Making methods, Gene Expression Regulation, Neoplastic, Humans, Kallikreins blood, Liquid Biopsy, Male, Middle Aged, Neoplasm Grading, Neoplasm Invasiveness genetics, Patient Selection, Prostate pathology, Prostate-Specific Antigen blood, Prostatic Neoplasms blood, Prostatic Neoplasms genetics, Prostatic Neoplasms therapy, RNA, Messenger genetics, Risk Assessment methods, Biomarkers, Tumor blood, Cell-Free Nucleic Acids blood, Prostatic Neoplasms diagnosis, RNA, Messenger blood
- Abstract
Prostate cancer (PCa) is the second most common cancer in men. The indolent course of the disease makes the treatment choice a challenge for physicians and patients. In this study, a minimally invasive method was used to evaluate the potential of molecular markers in identifying patients with aggressive disease. Cell-free plasma samples from 60 PCa patients collected before radical prostatectomy were used to evaluate the levels of expression of eight genes (AMACR, BCL2, NKX3-1, GOLM1, OR51E2, PCA3, SIM2 and TRPM8) by quantitative real-time PCR. Overexpression of AMACR, GOLM1, TRPM8 and NKX3-1 genes was significantly associated with aggressive disease characteristics, including extracapsular extension, tumor stage and vesicular seminal invasion. A trio of genes (GOLM1, NKX3-1 and TRPM8) was able to identify high-risk PCa cases (85% of sensitivity and 58% of specificity), yielding a better overall performance compared with the biopsy Gleason score and prostate-specific antigen, routinely used in the clinical practice. Although more studies are required, these circulating markers have the potential to be used as an additional test to improve the diagnosis and treatment decision of high-risk PCa patients., (© The Author(s) 2019. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)
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- 2020
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28. Increased DSG2 plasmatic levels identified by transcriptomic-based secretome analysis is a potential prognostic biomarker in laryngeal carcinoma.
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Cury SS, Lapa RML, de Mello JBH, Marchi FA, Domingues MAC, Pinto CAL, Carvalho RF, de Carvalho GB, Kowalski LP, and Rogatto SR
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- Desmoglein 2 blood, Female, Humans, Laryngeal Neoplasms blood, Laryngeal Neoplasms pathology, Male, Middle Aged, Prognosis, Biomarkers, Tumor metabolism, Desmoglein 2 adverse effects, Gene Expression Profiling methods, Laryngeal Neoplasms diagnosis
- Abstract
Objectives: The tumor secretome deconvolution is a promising strategy to identify diagnostic and prognostic biomarkers. Here, transcriptomic-based secretome analysis was performed aiming to discover laryngeal squamous cell carcinomas (LSCC) biomarkers from potentially secreted proteins (PSPs)., Material and Methods: The tumor expression profile (35 LSCC biopsies compared with surrounding normal tissues - SN) revealed 589 overexpressed genes. This gene list was used for secretome analysis based on laryngeal tumors and related secretome databases., Results: Forty-nine (Laryngeal tumor secretome database) and 50 (Human Protein Atlas and Cancer Secretome Database) PSPs presented an association with worse overall survival. Specifically, DSG2 overexpression was strongly correlated with poor survival and distant metastasis. DSG2 increased expression was confirmed in the LSCC dataset (LSCC = 111; SN = 12) from TCGA. A significant association between shorter survival and DSG2 overexpression was also detected. In an independent cohort of cases, we analyzed and confirmed high protein levels of DSG2 in plasma from LSCC patients., Conclusion: A set of PSPs including the circulating DSG2, were associated with shorter overall survival in LSCC. DSG2 overexpression was also correlated with distant metastasis. The high plasmatic protein levels of DSG2 suggest its potential to be tested in liquid biopsies and applied as prognostic biomarker of LSCC., Competing Interests: Competing interests The authors declare no competing interests., (Copyright © 2020 Elsevier Ltd. All rights reserved.)
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- 2020
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29. DNA Methylation-Based Method to Differentiate Malignant from Benign Thyroid Lesions.
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Barros-Filho MC, Dos Reis MB, Beltrami CM, de Mello JBH, Marchi FA, Kuasne H, Drigo SA, de Andrade VP, Saieg MA, Pinto CAL, Kowalski LP, and Rogatto SR
- Subjects
- Adenocarcinoma, Follicular diagnosis, Adult, Aged, Biopsy, Fine-Needle, CpG Islands, Diagnosis, Differential, Female, Humans, Male, Middle Aged, Thyroid Cancer, Papillary diagnosis, Thyroid Neoplasms genetics, Thyroid Neoplasms pathology, DNA Methylation, Thyroid Neoplasms diagnosis, Thyroid Nodule diagnosis
- Abstract
Background: The differential diagnosis of thyroid nodules using fine-needle aspiration biopsy (FNAB) is challenging due to the inherent limitation of the cytology tests. The use of molecular markers has potential to complement the FNAB-based diagnosis and avoid unnecessary surgeries. In this study, we aimed to identify DNA methylation biomarkers and to develop a diagnostic tool useful for thyroid lesions. Methods: Genome-wide DNA methylation profiles (Illumina 450K) of papillary thyroid carcinoma (PTC = 60) and follicular thyroid carcinoma (FTC = 10) were compared with non-neoplastic thyroid tissue samples (NT = 50) and benign thyroid lesions (BTL = 17). The results were confirmed in publicly available databases from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) using the same DNA methylation platform. Two classifiers were trained to discriminate FTC and PTC from BTL. To increase the applicability of the method, six differentially methylated CpGs were selected and evaluated in 161 thyroid tumors and 69 BTL postsurgical specimens and 55 prospectively collected FNAB using bisulfite-pyrosequencing. Results: DNA methylation analysis revealed 2130 and 19 differentially methylated CpGs in PTC and FTC, respectively. The CpGs confirmed by GEO and TCGA databases showing high areas under the receiver operating characteristic curve in all sample sets were used to train our diagnostic classifier. The model based on six CpGs was able to differentiate benign from malignant thyroid lesions with 94.3% sensitivity and 82.4% specificity. A similar performance was found applying the algorithm to TCGA and GEO external data sets (91.3-97.4% sensitivity and 87.5% specificity). We successfully evaluated the classifiers using a bisulfite-pyrosequencing technique, achieving 90.7% sensitivity and 75.4% specificity in surgical specimens (five of six CpGs). The study comprising FNAB cytology materials corroborated the applicability and performance of the methodology, demonstrating 86.7% sensitivity and 89.5% specificity in confirmed malignant tumors, and 100% sensitivity and 89% specificity in cases with indeterminate cytology. Conclusions: A novel diagnostic tool with potential application in preoperative screening of thyroid nodules is reported here. The proposed protocol has the potential to avoid unnecessary thyroidectomies.
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- 2019
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30. Locally advanced rectal cancer transcriptomic-based secretome analysis reveals novel biomarkers useful to identify patients according to neoadjuvant chemoradiotherapy response.
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Canto LMD, Cury SS, Barros-Filho MC, Kupper BEC, Begnami MDFS, Scapulatempo-Neto C, Carvalho RF, Marchi FA, Olsen DA, Madsen JS, Havelund BM, Aguiar S Jr, and Rogatto SR
- Subjects
- Adult, Aged, Aged, 80 and over, Biomarkers, Tumor metabolism, Cluster Analysis, Cohort Studies, Female, Humans, Male, Middle Aged, Neoadjuvant Therapy, Proteome metabolism, Rectal Neoplasms metabolism, Treatment Outcome, Biomarkers, Tumor genetics, Chemoradiotherapy methods, Gene Expression Profiling methods, Proteome genetics, Rectal Neoplasms genetics, Rectal Neoplasms therapy
- Abstract
Most patients with locally advanced rectal cancer (LARC) present incomplete pathological response (pIR) to neoadjuvant chemoradiotherapy (nCRT). Despite the efforts to predict treatment response using tumor-molecular features, as differentially expressed genes, no molecule has proved to be a strong biomarker. The tumor secretome analysis is a promising strategy for biomarkers identification, which can be assessed using transcriptomic data. We performed transcriptomic-based secretome analysis to select potentially secreted proteins using an in silico approach. The tumor expression profile of 28 LARC biopsies collected before nCRT was compared with normal rectal tissues (NT). The expression profile showed no significant differences between complete (pCR) and incomplete responders to nCRT. Genes with increased expression (pCR = 106 and pIR = 357) were used for secretome analysis based on public databases (Vesiclepedia, Human Cancer Secretome, and Plasma Proteome). Seventeen potentially secreted candidates (pCR = 1, pIR = 13 and 3 in both groups) were further investigated in two independent datasets (TCGA and GSE68204) confirming their over-expression in LARC and association with nCRT response (GSE68204). The expression of circulating amphiregulin and cMET proteins was confirmed in serum from 14 LARC patients. Future studies in liquid biopsies could confirm the utility of these proteins for personalized treatment in LARC patients.
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- 2019
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31. High-throughput mass spectrometry and bioinformatics analysis of breast cancer proteomic data.
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Gomig THB, Cavalli IJ, Souza RLR, Lucena ACR, Batista M, Machado KC, Marchini FK, Marchi FA, Lima RS, Urban CA, Cavalli LR, and Ribeiro EMSF
- Abstract
Data present here describe a comparative proteomic analysis among the malignant [primary breast tumor (PT) and axillary metastatic lymph nodes (LN)], and the non-tumor [contralateral (NCT) and adjacent (ANT)] breast tissues. Protein identification and quantification were performed through label-free mass spectrometry using a nano-liquid chromatography coupled to an electrospray ionization-mass spectrometry (nLC-ESI-MS/MS). The mass spectrometry proteomic data have been deposited to the ProteomeXchange Consortium via PRIDE partner repository with the dataset identifier PXD012431. A total of 462 differentially expressed proteins was identified among these tissues and was analyzed in six groups' comparisons (named NCTxANT, PTxNCT, PTxANT, LNxNCT, LNxANT and PTxLN). Proteins at 1.5 log2 fold change were submitted to the Ingenuity
® Pathway Analysis (IPA) software version 2.3 (QIAGEN Inc.) to identify biological pathways, disease and function annotation, and interaction networks related to cancer biology. The detailed data present here provides information about the proteome alterations and their role on breast tumorigenesis. This information can lead to novel biological insights on cancer research. For further interpretation of these data, please see our research article 'Quantitative label-free mass spectrometry using contralateral and adjacent breast tissues reveal differentially expressed proteins and their predicted impacts on pathways and cellular functions in breast cancer' [2].- Published
- 2019
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32. Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients.
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Lapa RML, Barros-Filho MC, Marchi FA, Domingues MAC, de Carvalho GB, Drigo SA, Kowalski LP, and Rogatto SR
- Subjects
- Biomarkers, Tumor genetics, Down-Regulation, Female, Gene Expression Regulation, Neoplastic, Gene Regulatory Networks, Humans, Male, Molecular Targeted Therapy, Survival Analysis, Carcinoma, Squamous Cell genetics, Gene Expression Profiling methods, Laryngeal Neoplasms genetics, MicroRNAs genetics, RNA, Messenger genetics
- Abstract
Objectives: The current treatment of laryngeal squamous cell carcinoma (LSCC) is based on radical surgery and radiotherapy resulting in high morbidity. Chemoradiotherapy has been used as alternative to organ sparing; however, several advanced cases presented resistance to treatment, which contributes to a high risk of recurrence and mortality. Coding RNAs and miRNAs have potential to be used as biomarkers or targets for cancer therapy., Materials and Methods: In this study, 36 LSCC and 5 non-neoplastic control samples were investigated using miRNA and mRNA large-scale expression analysis and a cross-validation was performed using the TCGA database (116 LSCC and 12 surrounding normal tissues)., Results: The large-scale profiling revealed the involvement of 28 miRNAs and 817 genes differentially expressed in LSCC. An integrative analysis comprising predicted and experimentally validated miRNA/mRNA interactions (negatively correlated), resulted in 28 miRNAs and 543 mRNAs. Decreased expression of miR-199b was significantly associated with shorter disease-free survival in LSCC (internal and TCGA datasets). The expression levels of selected miRNAs (miR-199b-5p, miR-29c-3p, miR-204-5p, miR-125b-5p and miR-92a-3p) and genes (COL3A1, COL10A1, ERBB4, HMGA2, HLF, TOP2A, MMP3, MMP13, MMP10 and PPP1R3) were confirmed as altered in LSCC by RT-qPCR. Additionally, a drug target prediction analysis revealed drug combinations based on miRNA and mRNA expression, pointing out novel alternatives to optimize the LSCC treatment., Conclusion: Collectively, these findings provide new insights in the LSCC transcriptional deregulation and potential drug targets., (Copyright © 2019 The Author(s). Published by Elsevier Ltd.. All rights reserved.)
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- 2019
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33. Rab5C enhances resistance to ionizing radiation in rectal cancer.
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Baptistella AR, Landemberger MC, Dias MVS, Giudice FS, Rodrigues BR, da Silva PPCE, Cassinela EK, Lacerda TC, Marchi FA, Leme AFP, Begnami MD, Aguiar S Jr, and Martins VR
- Subjects
- Cell Line, Tumor, Chemoradiotherapy, Endocytosis radiation effects, ErbB Receptors metabolism, Humans, Models, Biological, Neoplasm Proteins metabolism, Rectal Neoplasms pathology, Radiation Tolerance radiation effects, Radiation, Ionizing, Rectal Neoplasms metabolism, Rectal Neoplasms radiotherapy, rab5 GTP-Binding Proteins metabolism
- Abstract
Rectal cancer represents one third of the colorectal cancers that are diagnosed. Neoadjuvant chemoradiation is a well-established protocol for rectal cancer treatment reducing the risk of local recurrence. However, a pathologic complete response is only achieved in 10-40% of cases and the mechanisms associated with resistance are poorly understood. To identify potential targets for preventing therapy resistance, a proteomic analysis of biopsy specimens collected from stage II and III rectal adenocarcinoma patients before neoadjuvant treatment was performed and compared with residual tumor tissues removed by surgery after neoadjuvant therapy. Three proteins, Ku70, Ku80, and Rab5C, exhibited a significant increase in expression after chemoradiation. To better understand the role of these proteins in therapy resistance, a rectal adenocarcinoma cell line was irradiated to generate a radiotherapy-resistant lineage. These cells overexpressed the same three proteins identified in the tissue samples. Furthermore, radiotherapy resistance in this in vitro model was found to involve modulation of epidermal growth factor receptor (EGFR) internalization by Rab5C in response to irradiation, affecting expression of the DNA repair proteins, Ku70 and Ku80, and cell resistance. Taken together, these findings indicate that EGFR and Rab5C are potential targets for the sensitization of rectal cancer cells and they should be further investigated. KEY MESSAGES: • Rab5C orchestrates a mechanism of radioresistance in rectal adenocarcinoma cell. • Rab5C modulates EGFR internalization and its relocalization to the nucleus. • In the nucleus, EGFR can modulate the expression of the DNA repair proteins, Ku70 and Ku80. • Rab5C, Ku70, and Ku80 are overexpressed in tumor tissues that contain tumor cells that are resistant to chemoradiation treatment.
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- 2019
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34. Quantitative label-free mass spectrometry using contralateral and adjacent breast tissues reveal differentially expressed proteins and their predicted impacts on pathways and cellular functions in breast cancer.
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Gomig THB, Cavalli IJ, Souza RLR, Vieira E, Lucena ACR, Batista M, Machado KC, Marchini FK, Marchi FA, Lima RS, de Andrade Urban C, Cavalli LR, and Ribeiro EMSF
- Subjects
- Breast Neoplasms pathology, Carcinoma, Ductal, Breast chemistry, Female, Humans, Metabolic Networks and Pathways, Middle Aged, Up-Regulation, Breast cytology, Breast Neoplasms chemistry, Neoplasm Proteins analysis, Proteome analysis, Proteomics methods, Tandem Mass Spectrometry methods
- Abstract
Proteins play an essential role in the biological processes associated with cancer. Their altered expression levels can deregulate critical cellular pathways and interactive networks. In this study, the mass spectrometry-based label-free quantification followed by functional annotation was performed to investigate the most significant deregulated proteins among tissues of primary breast tumor (PT) and axillary metastatic lymph node (LN) and corresponding non-tumor tissues contralateral (NCT) and adjacent (ANT) from patients diagnosed with invasive ductal carcinoma. A total of 462 proteins was observed as differentially expressed (DEPs) among the groups analyzed. A high level of similarity was observed in the proteome profile of both non-tumor breast tissues and DEPs (n = 12) were mainly predicted in the RNA metabolism. The DEPs among the malignant and non-tumor breast tissues [n = 396 (PTxNCT) and n = 410 (LNxNCT)] were related to pathways of the LXR/RXR, NO, eNOS, eIF2 and sirtuins, tumor-related functions, fatty acid metabolism and oxidative stress. Remarkable similarity was observed between both malignant tissues, which the DEPs were related to metastatic capabilities. Altogether, our findings revealed differential proteomic profiles that affected cancer associated and interconnected signaling processes. Validation studies are recommended to demonstrate the potential of individual proteins and/or pathways as biological markers in breast cancer. SIGNIFICANCE: The proteomic analysis of this study revealed high similarity in the proteomic profile of the contralateral and adjacent non-tumor breast tissues. Significant differences were identified among the proteome of the malignant and non-tumor tissue groups of the same patients, providing relevant insights into the hallmarks, signaling pathways, biological functions, and interactive protein networks that act during tumorigenesis and breast cancer progression. These proteins are suggested as targets of relevant interest to be explored as potential biological markers related to tumor development and metastatic progression in the breast cancer disease., (Copyright © 2019 Elsevier B.V. All rights reserved.)
- Published
- 2019
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35. Prostaglandin D2 expression is prognostic in high‑grade serous ovarian cancer.
- Author
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Alves MR, Do Amaral NS, Marchi FA, Silva FIB, Da Costa AABA, Carvalho KC, Baiocchi G, Soares FA, De Brot L, and Rocha RM
- Subjects
- Adult, Aged, Biomarkers, Tumor metabolism, Cystadenocarcinoma, Serous mortality, Cystadenocarcinoma, Serous surgery, Cytoreduction Surgical Procedures methods, Disease-Free Survival, Female, Follow-Up Studies, Humans, Kaplan-Meier Estimate, Middle Aged, Neoplasm Grading, Ovarian Neoplasms mortality, Ovarian Neoplasms surgery, Ovariectomy methods, Ovary pathology, Ovary surgery, Prognosis, Prostaglandin D2 metabolism, Biomarkers, Tumor analysis, Cystadenocarcinoma, Serous pathology, Intramolecular Oxidoreductases metabolism, Lipocalins metabolism, Ovarian Neoplasms pathology, Prostaglandin D2 analysis
- Abstract
To identify biomarkers that could predict response or lack of response to conventional chemotherapy at the time of diagnosis of high‑grade serous ovarian carcinoma (HGSOC), the present study compared large‑scale gene expression from patients with short or long disease‑free survival times, according to the last cycle of chemotherapy, and validated these findings using reverse transcription‑quantitative polymerase chain reaction (RT‑qPCR) and conventional immunohistochemical (IHC) analysis. Samples were selected for microarray evaluation, at the time of diagnosis, using the following criteria: Identical debulking primary surgery, International Federation of Gynaecology and Obstetrics staging, histological subtype and grade. These were divided into 2 groups, regarding the outcome after 2 years of follow-up. Prostaglandin D2 synthase 21 kDa (brain) (PTGDS) was found to be expressed at a significantly higher level in the tumours of patients with a short disease‑free survival time, and this was validated by RT‑qPCR in all samples. Furthermore, the study evaluated PGD2, the protein product of the PTGDS gene, in a large cohort of 114 HGSOC patients using the Ventana Benchmark automated platform, and IHC positivity was correlated with clinicopathological data and outcome. The global gene expression analysis identified 1,149 genes that were differentially expressed in microarray data, according to the patient outcome. Further analysis RT‑qPCR validated PTGDS gene expression in the same samples (r=0.945; P<0.001). IHC analysis showed an inverse profile, with positivity for PGD2 strongly associated with an increase in disease‑free survival (P=0.009), the absence of relapse (P=0.039) and sensitivity to platinum‑based therapy (P=0.016). Multiple Cox regression showed that IHC evaluation of PGD2 was also a prognostic marker associated with relapse (hazard ratio, 0.37; P=0.002). Overall, the results showed that IHC evaluation of PGD2 is an independent marker of good prognosis in HGSOC. This finding contributes to our understanding of the mechanism of tumour regulation and to investigations into biomarkers that predict response to chemotherapy.
- Published
- 2019
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36. Comprehensive Genomic Profiling of Androgen-Receptor-Negative Canine Prostate Cancer.
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Laufer-Amorim R, Fonseca-Alves CE, Villacis RAR, Linde SAD, Carvalho M, Larsen SJ, Marchi FA, and Rogatto SR
- Subjects
- Animals, Comparative Genomic Hybridization, DNA Copy Number Variations, Dogs, Genomic Instability, Genomics, Male, Prostatic Neoplasms genetics, Proto-Oncogene Proteins c-mdm2 genetics, Tumor Suppressor Protein p53 genetics, Dog Diseases genetics, Gene Expression Regulation, Neoplastic, Prostatic Neoplasms veterinary, Receptors, Androgen genetics, Transcriptome
- Abstract
Canine carcinomas have been considered natural models for human diseases; however, the genomic profile of canine prostate cancers (PCs) has not been explored. In this study, 14 PC androgen-receptor-negative cases, 4 proliferative inflammatory atrophies (PIA), and 5 normal prostate tissues were investigated by array-based comparative genomic hybridization (aCGH). Copy number alterations (CNAs) were assessed using the Canine Genome CGH Microarray 4 × 44K (Agilent Technologies). Genes covered by recurrent CNAs were submitted to enrichment and cross-validation analysis. In addition, the expression levels of TP53 , MDM2 and ZBTB4 were evaluated in an independent set of cases by qPCR. PC cases presented genomic complexity, while PIA samples had a small number of CNAs. Recurrent losses covering well-known tumor suppressor genes, such as ATM , BRCA1 , CDH1 , MEN1 and TP53 , were found in PC. The in silico functional analysis showed several cancer-related genes associated with canonical pathways and interaction networks previously described in human PC. The MDM2 , TP53 , and ZBTB4 copy number alterations were translated into altered expression levels. A cross-validation analysis using The Cancer Genome Atlas (TCGA) database for human PC uncovered similarities between canine and human PCs. Androgen-receptor-negative canine PC is a complex disease characterized by high genomic instability, showing a set of genes with similar alterations to human cancer.
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- 2019
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37. TRAF2 Cooperates with Focal Adhesion Signaling to Regulate Cancer Cell Susceptibility to Anoikis.
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da Silva SD, Xu B, Maschietto M, Marchi FA, Alkailani MI, Bijian K, Xiao D, and Alaoui-Jamali MA
- Subjects
- Animals, Anoikis, Binding Sites, Breast Neoplasms metabolism, Cell Line, Tumor, Cell Membrane metabolism, Down-Regulation, Female, Fibroblasts cytology, Fibroblasts metabolism, Focal Adhesion Kinase 1 chemistry, Gene Amplification, Gene Expression Regulation, Neoplastic, HEK293 Cells, Humans, Mice, Signal Transduction, Survival Analysis, Breast Neoplasms genetics, Focal Adhesion Kinase 1 genetics, Focal Adhesion Kinase 1 metabolism, TNF Receptor-Associated Factor 2 genetics, TNF Receptor-Associated Factor 2 metabolism
- Abstract
TRAF2, a RING finger adaptor protein, plays an important function in tumor necrosis factor (TNF)- and TNF-like weak inducer of apoptosis (TWEAK)-dependent signaling, in particular during inflammatory and immune responses. We identified a functional interaction of TRAF2 with focal adhesion (FA) signaling involving the focal adhesion kinase (FAK) in the regulation of cell susceptibility to anoikis. Comparison of TRAF2-proficient (TRAF2
+/+ ) versus TRAF2-deficient (TRAF2-/- ), and FAK-proficient (FAK+/+ ) versus FAK-deficient (FAK-/- ) mouse embryonic fibroblasts and their matched reconstituted cells demonstrated that TRAF2 interacts physically with the N-terminal portion of FAK and colocalizes to cell membrane protrusions. This interaction was found to be critical for promoting resistance to cell anoikis. Similar results were confirmed in the human breast cancer cell line MDA-MB-231, where TRAF2 and FAK downregulation promoted cell susceptibility to anoikis. In human breast cancer tissues, genomic analysis of The Cancer Genome Atlas database revealed coamplification of TRAF2 and FAK in breast cancer tissues with a predictive value for shorter survival, further supporting a potential role of TRAF2-FAK cooperative signaling in cancer progression., (©2018 American Association for Cancer Research.)- Published
- 2019
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38. Loss of DNA methylation is related to increased expression of miR-21 and miR-146b in papillary thyroid carcinoma.
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Ortiz IMDP, Barros-Filho MC, Dos Reis MB, Beltrami CM, Marchi FA, Kuasne H, do Canto LM, de Mello JBH, Abildgaard C, Pinto CAL, Kowalski LP, and Rogatto SR
- Subjects
- Biomarkers, Tumor genetics, Cell Line, Tumor, Gene Expression Regulation, Neoplastic, Humans, Real-Time Polymerase Chain Reaction, Sensitivity and Specificity, Sequence Analysis, DNA, Thyroid Cancer, Papillary genetics, Thyroid Neoplasms genetics, DNA Methylation, MicroRNAs genetics, Thyroid Cancer, Papillary diagnosis, Thyroid Neoplasms diagnosis, Up-Regulation
- Abstract
Background: DNA methylation in miRNA genes has been reported as a mechanism that may cause dysregulation of mature miRNAs and consequently impact the gene expression. This mechanism is largely unstudied in papillary thyroid carcinomas (PTC)., Methods: To identify differentially methylated miRNA-encoding genes, we performed global methylation analysis (Illumina 450 K), integrative analysis (TCGA database), data confirmation (pyrosequencing and RT-qPCR), and functional assays., Results: Methylation analysis revealed 27 differentially methylated miRNA genes. The integrative analyses pointed out miR-21 and miR-146b as potentially regulated by methylation (hypomethylation and increased expression). DNA methylation and expression patterns of miR-21 and miR-146b were confirmed as altered, as well as seven of 452 mRNAs targets were down-expressed. The combined methylation and expression levels of miR-21 and miR-146b showed potential to discriminate malignant from benign lesions (91-96% sensitivity and 96-97% specificity). An increased expression of miR-146b due to methylation loss was detected in the TPC1 cell line. The miRNA mimic transfection highlighted putative target mRNAs., Conclusions: The increased expression of miR-21 and miR-146b due to loss of DNA methylation in PTC resulted in the disruption of the transcription machinery and biological pathways. These miRNAs are potential diagnostic biomarkers, and these findings provide support for future development of targeted therapies.
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- 2018
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39. Nuclear loss and cytoplasmic expression of androgen receptor in penile carcinomas: role as a driver event and as a prognosis factor.
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Kuasne H, Barros-Filho MC, Marchi FA, Drigo SA, Scapulatempo-Neto C, Faria EF, and Rogatto SR
- Subjects
- Adult, Aged, Aged, 80 and over, Carcinoma, Squamous Cell mortality, Case-Control Studies, Cell Nucleus metabolism, Cytoplasm metabolism, Follow-Up Studies, Humans, Immunohistochemistry, Male, Middle Aged, Penile Neoplasms mortality, Prognosis, Survival Analysis, Tissue Array Analysis, Biomarkers, Tumor metabolism, Carcinoma, Squamous Cell diagnosis, Carcinoma, Squamous Cell metabolism, Penile Neoplasms diagnosis, Penile Neoplasms metabolism, Receptors, Androgen metabolism
- Abstract
Androgen receptor (AR) is a member of the steroid and nuclear family receptor that acts as transcription factor. AR signaling plays pivotal role in the development and progression of prostate cancer. However, the role of AR in penile cancer (PeCa) is poorly explored. Our previous molecular studies unveiled frequent AR mRNA loss in PeCa, which was further predicted as a major driver alteration in this neoplasm. Herein, we assessed the AR protein expression in 59 usual PeCa tissues and 42 surrounding normal tissues (SNT) by immunohistochemistry using a tissue microarray. In a paired analysis, we found a total absence of nuclear AR expression in PeCa while 95.2% of SNT samples presented strong nuclear AR expression (P < 0.001). Interestingly, 17 of 42 PeCa presented weak or moderate cytoplasmic AR staining, contrasting with 5 of 42 SNT (P = 0.008). Increased levels of AR cytoplasmic expression were related with poor prognosis features including advanced clinical staging (P = 0.044), compromised surgical margins (P = 0.005), and pathological inguinal node status (P = 0.047). Furthermore, AR cytoplasmic expression was also related with shorter overall survival (P = 0.032). In conclusion, the frequent loss of nuclear AR protein levels suggests a potential function in PeCa development. Based on this result, the androgen deprivation therapy is not indicated for PeCa patients. In addition, the AR cytoplasmic expression found in a significant number of cases (40.5%) showed prognostic value and pathways activated by the non-genomic AR signaling may represent a promising therapeutic strategy.
- Published
- 2018
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40. Combining discovery and targeted proteomics reveals a prognostic signature in oral cancer.
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Carnielli CM, Macedo CCS, De Rossi T, Granato DC, Rivera C, Domingues RR, Pauletti BA, Yokoo S, Heberle H, Busso-Lopes AF, Cervigne NK, Sawazaki-Calone I, Meirelles GV, Marchi FA, Telles GP, Minghim R, Ribeiro ACP, Brandão TB, de Castro G Jr, González-Arriagada WA, Gomes A, Penteado F, Santos-Silva AR, Lopes MA, Rodrigues PC, Sundquist E, Salo T, da Silva SD, Alaoui-Jamali MA, Graner E, Fox JW, Coletta RD, and Paes Leme AF
- Subjects
- Carcinoma, Squamous Cell diagnosis, Carcinoma, Squamous Cell pathology, Clinical Decision-Making, Female, Follow-Up Studies, Humans, Immunohistochemistry, Lymphatic Metastasis, Machine Learning, Male, Middle Aged, Mouth Neoplasms diagnosis, Mouth Neoplasms pathology, Neoplasm Recurrence, Local prevention & control, Peptides analysis, Predictive Value of Tests, Prognosis, Retrospective Studies, Saliva chemistry, Survival Rate, Biomarkers, Tumor analysis, Carcinoma, Squamous Cell mortality, Mouth Neoplasms mortality, Neoplasm Recurrence, Local diagnosis, Proteomics methods
- Abstract
Different regions of oral squamous cell carcinoma (OSCC) have particular histopathological and molecular characteristics limiting the standard tumor-node-metastasis prognosis classification. Therefore, defining biological signatures that allow assessing the prognostic outcomes for OSCC patients would be of great clinical significance. Using histopathology-guided discovery proteomics, we analyze neoplastic islands and stroma from the invasive tumor front (ITF) and inner tumor to identify differentially expressed proteins. Potential signature proteins are prioritized and further investigated by immunohistochemistry (IHC) and targeted proteomics. IHC indicates low expression of cystatin-B in neoplastic islands from the ITF as an independent marker for local recurrence. Targeted proteomics analysis of the prioritized proteins in saliva, combined with machine-learning methods, highlights a peptide-based signature as the most powerful predictor to distinguish patients with and without lymph node metastasis. In summary, we identify a robust signature, which may enhance prognostic decisions in OSCC and better guide treatment to reduce tumor recurrence or lymph node metastasis.
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- 2018
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41. Oncogenic drivers in 11q13 associated with prognosis and response to therapy in advanced oropharyngeal carcinomas.
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Barros-Filho MC, Reis-Rosa LA, Hatakeyama M, Marchi FA, Chulam T, Scapulatempo-Neto C, Nicolau UR, Carvalho AL, Pinto CAL, Drigo SA, Kowalski LP, and Rogatto SR
- Subjects
- Adaptor Proteins, Signal Transducing genetics, Alphapapillomavirus isolation & purification, Carcinoma, Squamous Cell virology, Chromosome Mapping, Female, Genomics, Humans, Male, Middle Aged, Nerve Tissue Proteins genetics, Oropharyngeal Neoplasms virology, Prognosis, Transcriptome, Carcinoma, Squamous Cell genetics, Carcinoma, Squamous Cell therapy, Chromosomes, Human, Pair 11, Oncogenes, Oropharyngeal Neoplasms genetics, Oropharyngeal Neoplasms therapy, Treatment Outcome
- Abstract
Objectives: To identify potential molecular drivers associated with prognosis and response to treatment in advanced oropharyngeal squamous cell carcinomas (OPSCC)., Materials and Methods: Thirty-three OPSCC biopsies from untreated Brazilian patients were evaluated for human papilloma virus genotyping, genome wide copy number alterations and gene expression profiling. Data were integrated using CONEXIC algorithm. Validation with TCGA dataset and confirmation by RT-qPCR of candidate genes were performed., Results: High-risk HPV positive cases, detected in 55% of advanced OPSCC, were associated with better outcome. Losses of 8p11.23-p11.22, 14q11.1-q11.2 and 15q11.2, and gains of 11q13.2 and 11q13.2-q13.3 were detected as recurrent alterations. Gains of 3q26.31 and 11q13.2 and losses of 9p21.3 were exclusively detected in HPV-negative tumors. Two clusters of expression profiles were observed, being one composed mostly by HPV positive cases (83%). HPV-positive enriched cluster showed predominantly immune response-related pathways. Integrative analysis identified 10 modulators mapped in 11q13, which were frequently cancer-related. These 10 genes showed copy number gains, overexpression and an association with worse survival, further validated by TCGA database analyses. Overexpression of four genes (ORAOV1, CPT1A, SHANK2 and PPFIA1) evaluated by RT-qPCR confirmed their association with poor survival. Multivariate analysis showed that PPFIA1 overexpression and HPV status are independent prognostic markers. Moreover, SHANK2 overexpression was significantly associated with incomplete response to treatment., Conclusion: The integrative genomic and transcriptomic data revealed potential driver genes mapped in 11q13 associated with worse prognosis and response to treatment, giving fundamentals for the identification of novel therapeutic targets in OPSCC., (Copyright © 2018 Elsevier Ltd. All rights reserved.)
- Published
- 2018
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42. Prognostic Classifier Based on Genome-Wide DNA Methylation Profiling in Well-Differentiated Thyroid Tumors.
- Author
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Bisarro Dos Reis M, Barros-Filho MC, Marchi FA, Beltrami CM, Kuasne H, Pinto CAL, Ambatipudi S, Herceg Z, Kowalski LP, and Rogatto SR
- Subjects
- Adenocarcinoma, Follicular pathology, Adult, Carcinoma, Papillary pathology, DNA Methylation, Female, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Genome-Wide Association Study methods, Humans, Male, Microarray Analysis, Middle Aged, Prognosis, Retrospective Studies, Thyroid Neoplasms pathology, Adenocarcinoma, Follicular genetics, Carcinoma, Papillary genetics, Epigenesis, Genetic, Thyroid Neoplasms genetics, Transcriptome
- Abstract
Context: Even though the majority of well-differentiated thyroid carcinoma (WDTC) is indolent, a number of cases display an aggressive behavior. Cumulative evidence suggests that the deregulation of DNA methylation has the potential to point out molecular markers associated with worse prognosis., Objective: To identify a prognostic epigenetic signature in thyroid cancer., Design: Genome-wide DNA methylation assays (450k platform, Illumina) were performed in a cohort of 50 nonneoplastic thyroid tissues (NTs), 17 benign thyroid lesions (BTLs), and 74 thyroid carcinomas (60 papillary, 8 follicular, 2 Hürthle cell, 1 poorly differentiated, and 3 anaplastic). A prognostic classifier for WDTC was developed via diagonal linear discriminant analysis. The results were compared with The Cancer Genome Atlas (TCGA) database., Results: A specific epigenetic profile was detected according to each histological subtype. BTLs and follicular carcinomas showed a greater number of methylated CpG in comparison with NTs, whereas hypomethylation was predominant in papillary and undifferentiated carcinomas. A prognostic classifier based on 21 DNA methylation probes was able to predict poor outcome in patients with WDTC (sensitivity 63%, specificity 92% for internal data; sensitivity 64%, specificity 88% for TCGA data). High-risk score based on the classifier was considered an independent factor of poor outcome (Cox regression, P < 0.001)., Conclusions: The methylation profile of thyroid lesions exhibited a specific signature according to the histological subtype. A meaningful algorithm composed of 21 probes was capable of predicting the recurrence in WDTC., (Copyright © 2017 Endocrine Society)
- Published
- 2017
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43. Circulating mRNAs and miRNAs as candidate markers for the diagnosis and prognosis of prostate cancer.
- Author
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Souza MF, Kuasne H, Barros-Filho MC, Cilião HL, Marchi FA, Fuganti PE, Paschoal AR, Rogatto SR, and Cólus IMS
- Subjects
- Aged, Bone Neoplasms pathology, Bone Neoplasms secondary, Bone Neoplasms therapy, Humans, Kallikreins blood, Male, Middle Aged, Neoplasm Metastasis, Prostate-Specific Antigen blood, Prostatic Neoplasms therapy, Reverse Transcriptase Polymerase Chain Reaction, Basic Helix-Loop-Helix Transcription Factors, Biomarkers, Tumor blood, Bone Neoplasms blood, MicroRNAs blood, Neoplasm Proteins, Prostatic Neoplasms blood, RNA, Messenger blood, RNA, Neoplasm blood, Receptors, Odorant
- Abstract
Circulating nucleic acids are found in free form in body fluids and may serve as minimally invasive tools for cancer diagnosis and prognosis. Only a few studies have investigated the potential application of circulating mRNAs and microRNAs (miRNAs) in prostate cancer (PCa). The Cancer Genome Atlas (TCGA) database was used for an in silico analysis to identify circulating mRNA and miRNA as potential markers of PCa. A total of 2,267 genes and 49 miRNAs were differentially expressed between normal and tumor samples. The prediction analyses of target genes and integrative analysis of mRNA and miRNA expression revealed eleven genes and eight miRNAs which were validated by RT-qPCR in plasma samples from 102 untreated PCa patients and 50 cancer-free individuals. Two genes, OR51E2 and SIM2, and two miRNAs, miR-200c and miR-200b, showed significant association with PCa. Expression levels of these transcripts distinguished PCa patients from controls (67% sensitivity and 75% specificity). PCa patients and controls with prostate-specific antigen (PSA) ≤ 4.0 ng/mL were discriminated based on OR51E2 and SIM2 expression levels. The miR-200c expression showed association with Gleason score and miR-200b, with bone metastasis, bilateral tumor, and PSA > 10.0 ng/mL. The combination of circulating mRNA and miRNA was useful for the diagnosis and prognosis of PCa.
- Published
- 2017
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44. Multidimensional integrative analysis uncovers driver candidates and biomarkers in penile carcinoma.
- Author
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Marchi FA, Martins DC, Barros-Filho MC, Kuasne H, Busso Lopes AF, Brentani H, Trindade Filho JCS, Guimarães GC, Faria EF, Scapulatempo-Neto C, Lopes A, and Rogatto SR
- Subjects
- Aged, Apoptosis genetics, Carcinogenesis genetics, Carcinogenesis metabolism, Carcinogenesis pathology, Carcinoma diagnosis, Carcinoma metabolism, Carcinoma mortality, Case-Control Studies, Cell Cycle genetics, DNA (Cytosine-5-)-Methyltransferases metabolism, DNA Copy Number Variations, DNA Methylation, Epithelial Cells metabolism, Epithelial Cells pathology, Genome, Human, Humans, Male, MicroRNAs genetics, MicroRNAs metabolism, Middle Aged, Multigene Family, Neoplasm Proteins metabolism, Penile Neoplasms diagnosis, Penile Neoplasms metabolism, Penile Neoplasms mortality, Prognosis, RNA, Messenger genetics, RNA, Messenger metabolism, Signal Transduction, Survival Analysis, Survivin metabolism, DNA Methyltransferase 3B, Carcinoma genetics, DNA (Cytosine-5-)-Methyltransferases genetics, Gene Expression Regulation, Neoplastic, Neoplasm Proteins genetics, Penile Neoplasms genetics, Survivin genetics
- Abstract
Molecular data generation and their combination in penile carcinomas (PeCa), a significant public health problem in poor and underdeveloped countries, remain virtually unexplored. An integrativemethodology combin ing genome-wide copy number alteration, DNA methylation, miRNA and mRNA expression analysis was performed in a set of 20 usual PeCa. The well-ranked 16 driver candidates harboring genomic alterations and regulated by a set of miRNAs, including hsa-miR-31, hsa-miR-34a and hsa-miR-130b, were significantly associated with over-represented pathways in cancer, such as immune-inflammatory system, apoptosis and cell cycle. Modules of co-expressed genes generated from expression matrix were associated with driver candidates and classified according to the over-representation of passengers, thus suggesting an alteration of the pathway dynamics during the carcinogenesis. This association resulted in 10 top driver candidates (AR, BIRC5, DNMT3B, ERBB4, FGFR1, PML, PPARG, RB1, TNFSF10 and STAT1) selected and confirmed as altered in an independent set of 33 PeCa samples. In addition to the potential driver genes herein described, shorter overall survival was associated with BIRC5 and DNMT3B overexpression (log-rank test, P = 0.026 and P = 0.002, respectively) highlighting its potential as novel prognostic marker for penile cancer.
- Published
- 2017
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45. HABP2 p.G534E variant in patients with family history of thyroid and breast cancer.
- Author
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Pinheiro M, Drigo SA, Tonhosolo R, Andrade SCS, Marchi FA, Jurisica I, Kowalski LP, Achatz MI, and Rogatto SR
- Subjects
- Adult, Aged, Female, Genetic Predisposition to Disease, Germ-Line Mutation, Humans, Male, Middle Aged, Pedigree, Serine Endopeptidases metabolism, Thyroid Cancer, Papillary, Breast Neoplasms genetics, Carcinoma, Papillary genetics, Serine Endopeptidases genetics, Thyroid Neoplasms genetics
- Abstract
Familial Papillary Thyroid Carcinoma (PTC) has been described as a hereditary predisposition cancer syndrome associated with mutations in candidate genes including HABP2. Two of 20 probands from families with history of PTC and breast carcinoma (BC) were evaluated by whole exome sequencing (WES) revealing HABP2 p.G534E. Sanger sequencing was used to confirm the involvement of this variant in three families (F1: 7 relatives; F2: 3 and F3: 3). The proband and his sister (with no malignant tumor so far) from F1 were homozygous for the variant whereas one relative with PTC from F2 was negative for the variant. Although the proband of the F3 with PTC was HABP2 wild type, three relatives presented the variant. Five of 170 healthy Brazilian individuals with no family history of BC or PTC and three of 50 sporadic PTC presented the p.G534E. These findings suggested no association of this variant with our familial PTC cases. Genes potentially associated with deregulation of the extracellular matrix organization pathway (CTSB, TNXB, COL4A3, COL16A1, COL24A1, COL5A2, NID1, LOXL2, MMP11, TRIM24 and MUSK) and DNA repair function (NBN and MSH2) were detected by WES, suggesting that other cancer-associated genes have pathogenic effects in the risk of familial PTC development.
- Published
- 2017
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46. Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas.
- Author
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Beltrami CM, Dos Reis MB, Barros-Filho MC, Marchi FA, Kuasne H, Pinto CAL, Ambatipudi S, Herceg Z, Kowalski LP, and Rogatto SR
- Subjects
- 3' Untranslated Regions, Adult, Aged, Computer Simulation, CpG Islands, Enhancer Elements, Genetic, Epigenesis, Genetic, Female, Gene Expression Regulation, Neoplastic, Humans, Male, Middle Aged, Mutation, Promoter Regions, Genetic, Signal Transduction, Thyroid Cancer, Papillary, Young Adult, Carcinoma, Papillary genetics, DNA Methylation, Gene Expression Profiling methods, Gene Regulatory Networks, Oligonucleotide Array Sequence Analysis methods, Thyroid Neoplasms genetics
- Abstract
Background: Papillary thyroid carcinoma (PTC) is a common endocrine neoplasm with a recent increase in incidence in many countries. Although PTC has been explored by gene expression and DNA methylation studies, the regulatory mechanisms of the methylation on the gene expression was poorly clarified. In this study, DNA methylation profile (Illumina HumanMethylation 450K) of 41 PTC paired with non-neoplastic adjacent tissues (NT) was carried out to identify and contribute to the elucidation of the role of novel genic and intergenic regions beyond those described in the promoter and CpG islands (CGI). An integrative and cross-validation analysis were performed aiming to identify molecular drivers and pathways that are PTC-related., Results: The comparisons between PTC and NT revealed 4995 methylated probes (88% hypomethylated in PTC) and 1446 differentially expressed transcripts cross-validated by the The Cancer Genome Atlas data. The majority of these probes was found in non-promoters regions, distant from CGI and enriched by enhancers. The integrative analysis between gene expression and DNA methylation revealed 185 and 38 genes (mainly in the promoter and body regions, respectively) with negative and positive correlation, respectively. Genes showing negative correlation underlined FGF and retinoic acid signaling as critical canonical pathways disrupted by DNA methylation in PTC. BRAF mutation was detected in 68% (28 of 41) of the tumors, which presented a higher level of demethylation (95% hypomethylated probes) compared with BRAF wild-type tumors. A similar integrative analysis uncovered 40 of 254 differentially expressed genes, which are potentially regulated by DNA methylation in BRAF V600E-positive tumors. The methylation and expression pattern of six selected genes ( ERBB3 , FGF1 , FGFR2 , GABRB2 , HMGA2 , and RDH5 ) were confirmed as altered by pyrosequencing and RT-qPCR., Conclusions: DNA methylation loss in non-promoter, poor CGI and enhancer-enriched regions was a significant event in PTC, especially in tumors harboring BRAF V600E. In addition to the promoter region, gene body and 3'UTR methylation have also the potential to influence the gene expression levels (both, repressing and inducing). The integrative analysis revealed genes potentially regulated by DNA methylation pointing out potential drivers and biomarkers related to PTC development.
- Published
- 2017
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47. Genomic copy number variation associated with clinical outcome in canine cutaneous mast cell tumors.
- Author
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Jark PC, Mundin DB, de Carvalho M, Ferioli RB, Anai LA, Marchi FA, Rogatto SR, Laufer-Amorim R, and Tinucci-Costa M
- Subjects
- Animals, Comparative Genomic Hybridization methods, DNA, Neoplasm genetics, Dog Diseases metabolism, Dogs, Gene Dosage, Mastocytoma genetics, Mastocytoma metabolism, DNA Copy Number Variations, Dog Diseases genetics, Genomics, Mastocytoma veterinary
- Abstract
Mast cell tumors are the most common malignant cutaneous tumors in dogs. Although there are several prognostic factors involved, the clinical and biological behavior of this type of tumor varies greatly, making the best choice of treatment challenging. Molecular techniques can be used to evaluate a large number of genes involved in the neoplastic process and aid in the selection of candidate genes related to prognostic and predicting factors. Identification of the genes associated with tumor development and progression can be performed through the analysis of numerical and structural changes in DNA isolated from tumor cells by array comparative genomic hybridization (aCGH). The aim of this study was to compare copy number variations (CNVs) in cutaneous mast cell tumors of dogs that survived less than six (ST<6) and >12months (ST>12) from the date of diagnosis. Ten animals were used: four from Group ST>12 and six from Group ST<6. Genomic DNA was extracted, and aCGH was performed using Agilent Canine Genome CGH Microarray 4×180 (ID-252 552 - Agilent, USA). Data analysis was carried out using Nexus program version 5.0 (Biodiscovery, USA). The group ST>12 presented 11±3.3 CNVs, while the ST<6 group presented 85±38.5 CNVs. Regions of loss in PTEN and FAS as well as regions of gains in MAPK3, WNT5B, FGF, FOXM1 and RAD51 were detected in mast cell tumors with shorter survival times, and thus, worst prognoses, allowing for the identification of potential candidate genes for more detailed studies., (Copyright © 2016 Elsevier Ltd. All rights reserved.)
- Published
- 2017
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48. Integrative miRNA and mRNA analysis in penile carcinomas reveals markers and pathways with potential clinical impact.
- Author
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Kuasne H, Barros-Filho MC, Busso-Lopes A, Marchi FA, Pinheiro M, Muñoz JJ, Scapulatempo-Neto C, Faria EF, Guimarães GC, Lopes A, Trindade-Filho JC, Domingues MA, Drigo SA, and Rogatto SR
- Subjects
- Adult, Aged, Aged, 80 and over, Cluster Analysis, Diagnosis, Differential, Gene Expression Profiling methods, Humans, Male, Matrix Metalloproteinase 1 genetics, Matrix Metalloproteinase 12 genetics, Middle Aged, PPAR gamma genetics, Penile Neoplasms diagnosis, Reverse Transcriptase Polymerase Chain Reaction, Sensitivity and Specificity, Biomarkers, Tumor genetics, Gene Expression Regulation, Neoplastic, MicroRNAs genetics, Penile Neoplasms genetics, RNA, Messenger genetics, Signal Transduction genetics
- Abstract
Penile carcinoma (PeCa) is an important public health issue in poor and developing countries, and has only recently been explored in terms of genetic and epigenetic studies. Integrative data analysis is a powerful method for the identification of molecular drivers involved in cancer development and progression. miRNA and mRNA expression profiles followed by integrative analysis were investigated in 23 PeCa and 12 non-neoplastic penile tissues (NPT). Expression levels of eight miRNAs and 10 mRNAs were evaluated in the same set of samples used for microarray and in a validation set of cases (PeCa = 36; NPT = 27). Eighty-one miRNAs and 2,697 mRNAs were identified as differentially expressed in PeCa. Integrative data analysis revealed 255 mRNAs potentially regulated by 68 miRNAs. Using RT-qPCR, eight miRNAs and nine transcripts were confirmed as altered in PeCa. We identified that MMP1, MMP12 and PPARG and hsa-miR-31-5p, hsa-miR-224-5p, and hsa-miR-223-3p were able to distinguish tumors from NPT with high sensitivity and specificity. Higher MMP1 expression was detected as a better predictor of lymph node metastasis than the clinical-pathological data. In addition, PPARG and EGFR were highlighted as potential pathways for targeted therapy in PeCa. The analysis based on HPV positivity (7 of 23 cases) revealed five miRNA and 13 mRNA differentially expressed. Although in a limited number of cases, HPV positive PeCa presented less aggressive phenotype in comparison with negative cases. Overall, an integrative analysis using mRNA and miRNA profiles revealed markers related with tumor development and progression. Furthermore, MMP1 expression level was a predictive marker for lymph node metastasis in patients with PeCa.
- Published
- 2017
- Full Text
- View/download PDF
49. Identification of novel biomarkers associated with poor patient outcomes in invasive breast carcinoma.
- Author
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Canevari RA, Marchi FA, Domingues MA, de Andrade VP, Caldeira JR, Verjovski-Almeida S, Rogatto SR, and Reis EM
- Subjects
- Adult, Aged, Aged, 80 and over, Biomarkers, Tumor genetics, Breast Neoplasms genetics, Breast Neoplasms metabolism, Carcinoma, Ductal, Breast genetics, Carcinoma, Ductal, Breast metabolism, Female, Follow-Up Studies, Humans, Immunoenzyme Techniques, Microtubule-Associated Proteins genetics, Microtubule-Associated Proteins metabolism, Middle Aged, N-Acetylglucosaminyltransferases genetics, N-Acetylglucosaminyltransferases metabolism, Neoplasm Grading, Neoplasm Invasiveness, Neoplasm Metastasis, Neoplasm Staging, Prognosis, Prohibitins, Protein Phosphatase 2C genetics, Protein Phosphatase 2C metabolism, RNA, Messenger genetics, Real-Time Polymerase Chain Reaction, Repressor Proteins genetics, Repressor Proteins metabolism, Reverse Transcriptase Polymerase Chain Reaction, Survival Rate, Tankyrases genetics, Tankyrases metabolism, Young Adult, Biomarkers, Tumor metabolism, Breast Neoplasms pathology, Carcinoma, Ductal, Breast secondary
- Abstract
Breast carcinoma (BC) corresponds to 23 % of all cancers in women, with 1.38 million new cases and 460,000 deaths worldwide annually. Despite the significant advances in the identification of molecular markers and different modalities of treatment for primary BC, the ability to predict its metastatic behavior is still limited. The purpose of this study was to identify novel molecular markers associated with distinct clinical outcomes in a Brazilian cohort of BC patients. We generated global gene expression profiles using tumor samples from 24 patients with invasive ductal BC who were followed for at least 5 years, including a group of 15 patients with favorable outcomes and another with nine patients who developed metastasis. We identified a set of 58 differentially expressed genes (p ≤ 0.01) between the two groups. The prognostic value of this metastasis signature was corroborated by its ability to stratify independent BC patient datasets according to disease-free survival and overall survival. The upregulation of B3GNT7, PPM1D, TNKS2, PHB, and GTSE1 in patients with poor outcomes was confirmed by quantitative reverse transcription polymerase chain reaction (RT-qPCR) in an independent sample of patients with BC (47 with good outcomes and eight that presented metastasis). The expression of BCL2-associated agonist of cell death (BAD) protein was determined in 1276 BC tissue samples by immunohistochemistry and was consistent with the reduced BAD mRNA expression levels in metastatic cases, as observed in the oligoarray data. These findings point to novel prognostic markers that can distinguish breast carcinomas with metastatic potential from those with favorable outcomes.
- Published
- 2016
- Full Text
- View/download PDF
50. A comprehensive characterization of cell cultures and xenografts derived from a human verrucous penile carcinoma.
- Author
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Muñoz JJ, Drigo SA, Kuasne H, Villacis RA, Marchi FA, Domingues MA, Lopes A, Santos TG, and Rogatto SR
- Subjects
- Aged, Animals, Carcinoma, Verrucous genetics, Flow Cytometry, Humans, Immunohistochemistry, Male, Mice, Mice, Inbred BALB C, Mice, Nude, Oligonucleotide Array Sequence Analysis, Penile Neoplasms genetics, Carcinoma, Verrucous pathology, Disease Models, Animal, Heterografts, Penile Neoplasms pathology, Tumor Cells, Cultured
- Abstract
This study aimed to establish and characterize primary cell cultures and xenografts derived from penile carcinoma (PeCa) in order to provide experimental models for cellular processes and efficacy of new treatments. A verrucous squamous cell carcinoma (VSCC) was macrodissected, dissociated, and cultivated in KSFM/DF12 medium. Cell cultures were evaluated at passage 5 (P5) using migration and invasion assays and were serially propagated, in vivo, in BALB/c nude mice until passage 3 (X1-X3). Immunophenotypic characterization of cultures and xenografts was performed. Genomic (CytoScan HD, Affymetrix) and transcriptomic profiles (HTA 2.0 platform, Affymetrix) for VSCC, cell cultures, and xenografts were assessed. P5 cells were able to migrate, invade the Matrigel, and produce tumors in immunodeficient mice, demonstrating their malignant potential. The xenografts unexpectedly presented a sarcomatoid-like carcinoma phenotype. Genomic analysis revealed a high similarity between the VSCC and tumor-derived xenograft, confirming its xenograft origin. Interestingly, a subpopulation of P5 cells presented stem cell-related markers (CD44(+)CD24(-) and ALDH1(high)) and sphere-forming capacity, suggesting their potential xenograft origin. Cell cultures and xenografts retained the genomic alterations present in the parental tumor. Compared to VSCC, differentially expressed transcripts detected in all experimental conditions were associated with cellular morphology, movement, and metabolism and organization pathways. Malignant cell cultures and xenografts derived from a verrucous penile carcinoma were established and fully characterized. Nevertheless, xenograft PeCa models must be used with caution, taking into consideration the selection of specific cell populations and anatomical sites for cell/tumor implantation.
- Published
- 2016
- Full Text
- View/download PDF
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