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1.
Int J Mol Sci ; 24(8)2023 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-37108236

RESUMO

The biomarker development field within molecular medicine remains limited by the methods that are available for building predictive models. We developed an efficient method for conservatively estimating confidence intervals for the cross validation-derived prediction errors of biomarker models. This new method was investigated for its ability to improve the capacity of our previously developed method, StaVarSel, for selecting stable biomarkers. Compared with the standard cross validation method, StaVarSel markedly improved the estimated generalisable predictive capacity of serum miRNA biomarkers for the detection of disease states that are at increased risk of progressing to oesophageal adenocarcinoma. The incorporation of our new method for conservatively estimating confidence intervals into StaVarSel resulted in the selection of less complex models with increased stability and improved or similar predictive capacities. The methods developed in this study have the potential to improve progress from biomarker discovery to biomarker driven translational research.


Assuntos
Esôfago de Barrett , Neoplasias Esofágicas , MicroRNAs , Humanos , Esôfago de Barrett/diagnóstico , Esôfago de Barrett/genética , Esôfago de Barrett/patologia , MicroRNAs/genética , Medicina Molecular , Neoplasias Esofágicas/diagnóstico , Neoplasias Esofágicas/genética , Neoplasias Esofágicas/patologia , Biomarcadores
2.
Int J Mol Sci ; 22(11)2021 May 24.
Artigo em Inglês | MEDLINE | ID: mdl-34074015

RESUMO

TP53 gene mutations occur in 70% of oesophageal adenocarcinomas (OACs). Given the central role of p53 in controlling cellular response to therapy we investigated the role of mutant (mut-) p53 and SLC7A11 in a CRISPR-mediated JH-EsoAd1 TP53 knockout model. Response to 2 Gy irradiation, cisplatin, 5-FU, 4-hydroxytamoxifen, and endoxifen was assessed, followed by a TaqMan OpenArray qPCR screening for differences in miRNA expression. Knockout of mut-p53 resulted in increased chemo- and radioresistance (2 Gy survival fraction: 38% vs. 56%, p < 0.0001) and in altered miRNA expression levels. Target mRNA pathways analyses indicated several potential mechanisms of treatment resistance. SLC7A11 knockdown restored radiosensitivity (2 Gy SF: 46% vs. 73%; p = 0.0239), possibly via enhanced sensitivity to oxidative stress. Pathway analysis of the mRNA targets of differentially expressed miRNAs indicated potential involvement in several pathways associated with apoptosis, ribosomes, and p53 signaling pathways. The data suggest that mut-p53 in JH-EsoAd1, despite being classified as non-functional, has some function related to radio- and chemoresistance. The results also highlight the important role of SLC7A11 in cancer metabolism and redox balance and the influence of p53 on these processes. Inhibition of the SLC7A11-glutathione axis may represent a promising approach to overcome resistance associated with mut-p53.


Assuntos
Adenocarcinoma/metabolismo , Sistema y+ de Transporte de Aminoácidos/metabolismo , Antineoplásicos/farmacologia , Apoptose/genética , Resistencia a Medicamentos Antineoplásicos/genética , Neoplasias Esofágicas/metabolismo , MicroRNAs/metabolismo , Estresse Oxidativo/genética , Proteína Supressora de Tumor p53/metabolismo , Adenocarcinoma/genética , Sistema y+ de Transporte de Aminoácidos/genética , Apoptose/efeitos dos fármacos , Apoptose/efeitos da radiação , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/genética , Sobrevivência Celular/efeitos da radiação , Cisplatino/farmacologia , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/efeitos da radiação , Neoplasias Esofágicas/genética , Estrogênios/metabolismo , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/genética , Regulação Neoplásica da Expressão Gênica/efeitos da radiação , Técnicas de Inativação de Genes , Ontologia Genética , Glutationa/metabolismo , Humanos , MicroRNAs/genética , Estresse Oxidativo/efeitos dos fármacos , Estresse Oxidativo/efeitos da radiação , Tolerância a Radiação/efeitos dos fármacos , Tolerância a Radiação/genética , Ribossomos/efeitos dos fármacos , Ribossomos/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Proteína Supressora de Tumor p53/genética
3.
Int J Mol Sci ; 21(23)2020 Nov 24.
Artigo em Inglês | MEDLINE | ID: mdl-33255413

RESUMO

Many patients with Oesophageal Adenocarcinoma (OAC) do not benefit from chemoradiotherapy treatment due to therapy resistance. To better understand the mechanisms involved in resistance and to find potential biomarkers, we investigated the association of microRNAs, which regulate gene expression, with the response to individual treatments, focusing on radiation. Intrinsic radiation resistance and chemotherapy drug resistance were assessed in eight OAC cell lines, and miRNA expression profiling was performed via TaqMan OpenArray qPCR. miRNAs discovered were either uniquely associated with resistance to radiation, cisplatin, or 5-FU, or were common to two or all three of the treatments. Target mRNA pathway analyses indicated several potential mechanisms of treatment resistance. miRNAs associated with the in vitro treatment responses were then investigated for association with pathologic response to neoadjuvant chemoradiotherapy (nCRT) in pre-treatment serums of patients with OAC. miR-451a was associated uniquely with resistance to radiation treatment in the cell lines, and with the response to nCRT in patient serums. Inhibition of miR-451a in the radiation resistant OAC cell line OE19 increased radiosensitivity (Survival Fraction 73% vs. 87%, p = 0.0003), and altered RNA expression. Pathway analysis of effected small non-coding RNAs and corresponding mRNA targets suggest potential mechanisms of radiation resistance in OAC.


Assuntos
Adenocarcinoma/radioterapia , Neoplasias Esofágicas/radioterapia , MicroRNAs/genética , Tolerância a Radiação/genética , Adenocarcinoma/sangue , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/genética , Apoptose/efeitos da radiação , Biomarcadores Tumorais , Quimiorradioterapia/efeitos adversos , Cisplatino/administração & dosagem , Neoplasias Esofágicas/sangue , Neoplasias Esofágicas/tratamento farmacológico , Neoplasias Esofágicas/genética , Vesículas Extracelulares/genética , Vesículas Extracelulares/efeitos da radiação , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos da radiação , Humanos , Masculino , Pessoa de Meia-Idade
4.
Ann Surg Oncol ; 25(9): 2731-2738, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29987600

RESUMO

BACKGROUND: Clinical trials report improved overall survival following neoadjuvant chemoradiotherapy in patients undergoing surgery for esophageal adenocarcinoma, with a 10-15% survival improvement. MicroRNAs (miRNAs) are small noncoding RNAs that are known to direct the behavior of cancers, including response to treatment. We investigated the ability of miRNAs to predict outcomes after neoadjuvant chemoradiotherapy. METHODS: Endoscopic biopsies from esophageal adenocarcinomas were obtained before neoadjuvant chemoradiotherapy and esophagectomy. miRNA levels were measured in the biopsies using next generation sequencing and compared with pathological response in the surgical resection, and subsequent survival. miRNA ratios that predicted pathological response were identified by Lasso regression and leave-one-out cross-validation. Association between miRNA ratio candidates and relapse-free survival was assessed using Kaplan-Meier analysis. Cox regression and Harrell's C analyses were performed to assess the predictive performance of the miRNAs. RESULTS: Two miRNA ratios (miR-4521/miR-340-5p and miR-101-3p/miR-451a) that predicted the pathological response to neoadjuvant chemoradiotherapy were found to be associated with relapse-free survival. Pretreatment expression of these two miRNA ratios, pretreatment tumor differentiation, posttreatment AJCC histopathological tumor regression grading, and posttreatment tumor clearance/margins were significant factors associated with survival in Cox regression analysis. Multivariate analysis of the two ratios together with pretherapy factors resulted in a risk prediction accuracy of 85% (Harrell's C), which was comparable with the prediction accuracy of the AJCC treatment response grading (77%). CONCLUSIONS: miRNA-ratio biomarkers identified using next generation sequencing can be used to predict disease free survival following neoadjuvant chemoradiotherapy and esophagectomy in patients with esophageal adenocarcinoma.


Assuntos
Adenocarcinoma/genética , Biomarcadores Tumorais/genética , Quimiorradioterapia , Neoplasias Esofágicas/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , MicroRNAs/genética , Recidiva Local de Neoplasia/genética , Adenocarcinoma/patologia , Adenocarcinoma/terapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Esofágicas/patologia , Neoplasias Esofágicas/terapia , Feminino , Seguimentos , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante , Recidiva Local de Neoplasia/patologia , Recidiva Local de Neoplasia/terapia , Prognóstico , Taxa de Sobrevida
5.
Carcinogenesis ; 37(4): 356-65, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26905591

RESUMO

The incidence of esophageal adenocarcinoma (EAC) has risen significantly over recent decades. Although survival has improved, cure rates remain poor, with <20% of patients surviving 5 years. This is the first study to explore methylome, transcriptome and ENCODE data to characterize the role of methylation in EAC. We investigate the genome-wide methylation profile of 250 samples including 125 EAC, 19 Barrett's esophagus (BE), 85 squamous esophagus and 21 normal stomach. Transcriptome data of 70 samples (48 EAC, 4 BE and 18 squamous esophagus) were used to identify changes in methylation associated with gene expression. BE and EAC showed similar methylation profiles, which differed from squamous tissue. Hypermethylated sites in EAC and BE were mainly located in CpG-rich promoters. A total of 18575 CpG sites associated with 5538 genes were differentially methylated, 63% of these genes showed significant correlation between methylation and mRNA expression levels. Pathways involved in tumorigenesis including cell adhesion, TGF and WNT signaling showed enrichment for genes aberrantly methylated. Genes involved in chromosomal segregation and spindle formation were aberrantly methylated. Given the recent evidence that chromothripsis may be a driver mechanism in EAC, the role of epigenetic perturbation of these pathways should be further investigated. The methylation profiles revealed two EAC subtypes, one associated with widespread CpG island hypermethylation overlapping H3K27me3 marks and binding sites of the Polycomb proteins. These subtypes were supported by an independent set of 89 esophageal cancer samples. The most hypermethylated tumors showed worse patient survival.


Assuntos
Adenocarcinoma/genética , Segregação de Cromossomos , Metilação de DNA , Neoplasias Esofágicas/genética , Fuso Acromático , Adenocarcinoma/patologia , Neoplasias Esofágicas/patologia , Humanos
6.
Clin Sci (Lond) ; 128(1): 1-15, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25168167

RESUMO

To identify novel non-invasive biomarkers for improved detection, risk assessment and prognostic evaluation of cancer, expression profiles of circulating microRNAs are currently under evaluation. Circulating microRNAs are highly promising candidates in this context, as they present some key characteristics for cancer biomarkers: they are tissue-specific with reproducible expression and consistency among individuals from the same species, they are potentially derived directly from the tumour and therefore might correlate with tumour progression and recurrence, and they are bound to proteins or contained in subcellular particles, such as microvesicles or exosomes, making them highly stable and resistant to degradation. The present review highlights the origin of circulating microRNAs, their stability in blood samples, and techniques to isolate exosomal microRNAs, and then addresses the current evidence supporting potential clinical applications of circulating miRNAs for diagnostic and prognostic purposes.


Assuntos
Neoplasias Gastrointestinais/diagnóstico , MicroRNAs/sangue , Biomarcadores/sangue , Neoplasias Gastrointestinais/sangue , Humanos , MicroRNAs/isolamento & purificação , Prognóstico
7.
BMC Bioinformatics ; 15: 372, 2014 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-25492416

RESUMO

BACKGROUND: The polymerase chain reaction amplifies and quantifies small amounts of DNA. It is a cyclic process, during each cycle of which each strand of template DNA is copied with probability approaching one: the amount of DNA approximately doubles and this amount can be estimated fluorimetrically each cycle, producing a set of fluorescence values hereafter referred to as the amplification curve. Commonly the biological question of relevance is one of the ratio of DNA concentrations in two samples: a ratio that is deduced by comparing the two amplification curves, usually by way of a plot of fluorescence against cycle number. Central to this analysis is measuring the extent to which one amplification curve is shifted relative to the other, a measurement often accomplished by defining a threshold or quantification cycle, C q , for each curve: the fractional cycle number at which fluorescence reaches some threshold or at which some other criterion (maximum slope, maximum rate of change of slope) is satisfied. We propose an alternative where position is measured relative to a reference curve; position equates to the cycle shift which maximizes the correlation between the reference and the observed fluorescence sequence. A key parameter of the reference curve is obtained by fixed-point convergence. RESULTS: We consider the analysis of dilution series constructed for the estimation of qPCR amplification efficiency. The estimate of amplification efficiency is based on the slope of the regression line when the C q is plotted against the logarithm of dilution. We compare the approach to three commonly used methods for determining C q ; each is applied to publicly accessible calibration data sets, and to ten from our own laboratory. As in the established literature we judge their relative merits both from the standard deviation of the slope of the calibration curve, and from the variance in C q for replicate fluorescence curves. CONCLUSIONS: The approach does not require modification of experimental protocols, and can be applied retrospectively to existing data. We recommend that it be added to the methodological toolkit with which laboratories interpret their real-time PCR data.


Assuntos
Algoritmos , DNA/genética , Técnicas de Amplificação de Ácido Nucleico , Reação em Cadeia da Polimerase em Tempo Real/métodos , Calibragem , Fluorescência , Humanos , Técnicas de Diluição do Indicador , Análise de Regressão
9.
BMC Gastroenterol ; 13: 4, 2013 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-23297865

RESUMO

BACKGROUND: Ulceration of the oesophageal squamous mucosa (ulcerative oesophagitis) is a pathological manifestation of gastro-oesophageal reflux disease, and is a major risk factor for the development of Barrett's oesophagus. Barrett's oesophagus is characterised by replacement of reflux-damaged oesophageal squamous epithelium with a columnar intestinal-like epithelium. We previously reported discovery of microRNAs that are differentially expressed between oesophageal squamous mucosa and Barrett's oesophagus mucosa. Now, to better understand early steps in the initiation of Barrett's oesophagus, we assessed the expression, location and function of these microRNAs in oesophageal squamous mucosa from individuals with ulcerative oesophagitis. METHODS: Quantitative real-time PCR was used to compare miR-21, 143, 145, 194, 203, 205 and 215 expression levels in oesophageal mucosa from individuals without pathological gastro-oesophageal reflux to individuals with ulcerative oesophagitis. Correlations between microRNA expression and messenger RNA differentiation markers BMP-4, CK8 and CK14 were analyzed. The cellular localisation of microRNAs within the oesophageal mucosa was determined using in-situ hybridisation. microRNA involvement in proliferation and apoptosis was assessed following transfection of a human squamous oesophageal mucosal cell line (Het-1A). RESULTS: miR-143, miR-145 and miR-205 levels were significantly higher in gastro-oesophageal reflux compared with controls. Elevated miR-143 expression correlated with BMP-4 and CK8 expression, and elevated miR-205 expression correlated negatively with CK14 expression. Endogenous miR-143, miR-145 and miR-205 expression was localised to the basal layer of the oesophageal epithelium. Transfection of miR-143, 145 and 205 mimics into Het-1A cells resulted in increased apoptosis and decreased proliferation. CONCLUSIONS: Elevated miR-143, miR-145 and miR-205 expression was observed in oesophageal squamous mucosa of individuals with ulcerative oesophagitis. These miRNAs localised to the basal layer of the oesophageal epithelium. They reduced proliferation and increased apoptosis, and may play roles in regulating epithelial restoration in response to injury caused by gastro-oesophageal reflux.


Assuntos
Esôfago/fisiopatologia , Refluxo Gastroesofágico/fisiopatologia , MicroRNAs/fisiologia , Apoptose , Proteína Morfogenética Óssea 4/metabolismo , Estudos de Casos e Controles , Proliferação de Células , Células Cultivadas , Esôfago/metabolismo , Esôfago/patologia , Refluxo Gastroesofágico/metabolismo , Refluxo Gastroesofágico/patologia , Humanos , Queratina-14/metabolismo , Queratina-8/metabolismo , Pessoa de Meia-Idade , Mucosa/metabolismo , Mucosa/patologia , Mucosa/fisiopatologia
10.
Cancers (Basel) ; 14(8)2022 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-35454796

RESUMO

Oesophageal adenocarcinoma is a rapidly increasing problem in which treatment options are limited. Previous studies have shown that oesophageal adenocarcinoma cells and tissues express oestrogen receptors (ERs) and show growth suppression and apoptosis in response to ER modulator agents such as tamoxifen. ERs are known to be expressed in a number of isoforms that act together to regulate cell growth and cell death. In this study, we used western blotting to profile the expression of ERα and ERß isoforms, and expression of the oncologically related molecules p53, HER2, and EGFR, in a panel of oesophageal adenocarcinoma cell lines. The cytotoxicity of tamoxifen in the cell lines was determined with Annexin V-FITC flow cytometry, and correlations between cytotoxicity and receptor expression were assessed using Spearman's rank-order correlation. Oesophageal adenocarcinoma cell lines showed varying cytotoxicity in response to tamoxifen. The ER species ERα90, ERα50, and ERα46, as well as p53, were positively associated with a cytotoxic response. Conversely, ERα74, ERα70, and ERß54 were associated with a lack of cytotoxic response. The ER species detected in oesophageal adenocarcinoma cells may work together to confer sensitivity to ER modulators in this disease, which could open up a new avenue for therapy in selected patients.

11.
Ann Surg Oncol ; 18(1): 253-60, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-20628822

RESUMO

BACKGROUND: Prognostic and staging information for esophageal cancer impacts clinical decision making. miRNAs, a newly discovered class of biomarkers and their expression might add additional information relevant to this. In this study we evaluated the expression of selected miRNAs and their relationship to tumor stage and survival in patients with locally advanced tumors following esophagectomy. MATERIALS AND METHODS: A total of 43 individuals undergoing esophagectomy (without neoadjuvant therapy) for locally advanced but not metastatic (pT2/3; pN0/1) disease (22 adenocarcinoma [EAC], 21 squamous cell carcinoma [SCC]) were included in this study. Perioperative clinical and survival data were collected and managed on a database. The expression of miR-21, miR-106a, miR-148a, miR-205 in formalin-fixed paraffin-embedded specimens was evaluated by TaqMan qPCR assays. Expression was compared with clinicopathological features of the cancers and outcome. RESULTS: In EAC, miR-148a expression levels were inversely associated with cancer differentiation. miR-21 expression levels were higher in SCC if distant lymph node metastases were present. miR-148a levels were lower when EAC was more proximally located, and miR-21 levels were lower when SCC was more proximal. miR-106a and miR-148a were lower in patients with SCC who developed recurrent disease or had a tumor-related death. CONCLUSIONS: In patients with locally advanced esophageal squamous cell carcinoma, but not adenocarcinoma, alterations in the expression of miR-21 correlate with tumor location and lymph node status. Furthermore, miR-106a and miR-148a expression correlates with disease recurrence and tumor-related mortality. miRNA markers might inform the initial assessment of these patients, and predict those at higher risk of postsurgical recurrence.


Assuntos
Adenocarcinoma/genética , Biomarcadores Tumorais/genética , Carcinoma de Células Escamosas/genética , Neoplasias Esofágicas/genética , Esofagectomia , MicroRNAs/genética , Recidiva Local de Neoplasia/genética , Adenocarcinoma/mortalidade , Adenocarcinoma/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células Escamosas/mortalidade , Carcinoma de Células Escamosas/cirurgia , Estudos de Coortes , Neoplasias Esofágicas/mortalidade , Neoplasias Esofágicas/cirurgia , Feminino , Humanos , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/cirurgia , Estadiamento de Neoplasias , Prognóstico , Estudos Prospectivos , RNA Mensageiro/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Taxa de Sobrevida
12.
ANZ J Surg ; 91(7-8): 1390-1396, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34227212

RESUMO

Oesophageal cancer is the seventh most common cancer in the world and adenocarcinoma is the dominant subtype in Western industrialised nations. The global 5-year relative survival rate for oesophageal adenocarcinoma is 12%. Chemotherapy is a standard treatment offered to patients with both resectable and unresectable disease. However, there are only a few established chemotherapeutic drug options and progress in this area is limited. Recent efforts have focused on targeted molecular therapies. Epidemiological evidence points towards hormonal influences on disease development, particularly sex hormones. Several research studies have demonstrated oestrogen receptor (ER) expression in oesophageal adenocarcinoma tissue, making them a possible option for targeting with ER modulating agents. ERs are also present in laboratory models of the disease and experiments in ER-positive cell lines suggest that ER modulator therapy may be effective. A deeper understanding of the roles of ERα and ERß in this disease would be valuable for future translation into clinical practice. In this review, we discuss the association between oestrogens and the development of oesophageal adenocarcinoma and the potential to modulate ER signalling networks for therapeutic benefit.


Assuntos
Adenocarcinoma , Neoplasias Esofágicas , Adenocarcinoma/tratamento farmacológico , Neoplasias Esofágicas/tratamento farmacológico , Estrogênios , Humanos , Receptores de Estrogênio
13.
World J Gastroenterol ; 26(20): 2570-2583, 2020 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-32523312

RESUMO

BACKGROUND: Circulating microRNAs (miRNAs) are potential biomarkers for many diseases. However, they can originate from non-disease specific sources, such as blood cells, and compromise the investigations for miRNA biomarkers. While small extracellular vesicles (sEVs) have been suggested to provide a purer source of circulating miRNAs for biomarkers discovery, the most suitable blood sample for sEV miRNA biomarker studies has not been defined. AIM: To compare the miRNA profiles between matched serum and plasma sEV preparations to determine their suitability for biomarker studies. METHODS: Matched serum and plasma samples were obtained from 10 healthy controls and 10 patients with esophageal adenocarcinoma. sEV isolates were prepared from serum and plasma using ExoQuickTM and quantified using NanoSight. RNA was extracted from sEV preparations with the miRNeasy Serum/Plasma kit and profiled using the Taqman Openarray qPCR. The overall miRNA content and the expression of specific miRNAs of reported vesicular and non-vesicular origins were compared between serum and plasma sEV preparations. The diagnostic performance of a previously identified multi-miRNA biomarker panel for esophageal adenocarcinoma was also compared. RESULTS: The overall miRNA content was higher in plasma sEV preparations (480 miRNAs) and contained 97.5% of the miRNAs found in the serum sEV preparations (412 miRNAs).The expression of commonly expressed miRNAs was highly correlated (Spearman's R = 0.87, P < 0.0001) between the plasma and serum sEV preparations, but was consistently higher in the plasma sEV preparations. Specific blood-cell miRNAs (hsa-miR-223-3p, hsa-miR-451a, miR-19b-3p, hsa-miR-17-5p, hsa-miR-30b-5p, hsa-miR-106a-5p, hsa-miR-150-5p and hsa-miR-92a-3p) were expressed at 2.7 to 9.6 fold higher levels in the plasma sEV preparations compared to serum sEV preparations (P < 0.05). In plasma sEV preparations, the percentage of protein-associated miRNAs expressed at relatively higher levels (Ct 20-25) was greater than serum sEV preparations (50% vs 31%). While the percentage of vesicle-associated miRNAs expressed at relatively higher levels was greater in the serum sEV preparations than plasma sEV preparations (70% vs 44%). A 5-miRNA biomarker panel produced a higher cross validated accuracy for discriminating patients with esophageal adenocarcinoma from healthy controls using serum sEV preparations compared with plasma sEV preparations (AUROC 0.80 vs 0.54, P < 0.05). CONCLUSION: Although plasma sEV preparations contained more miRNAs than serum sEV preparations, they also contained more miRNAs from non-vesicle origins. Serum appears to be more suitable than plasma for sEV miRNAs biomarkers studies.


Assuntos
Adenocarcinoma/diagnóstico , Biomarcadores Tumorais/sangue , MicroRNA Circulante/sangue , Neoplasias Esofágicas/diagnóstico , Adenocarcinoma/sangue , Adenocarcinoma/patologia , Idoso , Biomarcadores Tumorais/metabolismo , Biópsia , MicroRNA Circulante/metabolismo , Neoplasias Esofágicas/sangue , Neoplasias Esofágicas/patologia , Esofagoscopia , Esotropia/diagnóstico por imagem , Esotropia/patologia , Exossomos/metabolismo , Feminino , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Plasma/química , Plasma/citologia , Estudo de Prova de Conceito , Curva ROC , Soro/química , Soro/citologia
14.
Surg Oncol ; 27(3): 392-401, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-30217293

RESUMO

INTRODUCTION: Incidence of esophageal adenocarcinoma (EAC) increased significantly over the last decades. Lack of response to chemotherapy is a major problem in the treatment of this disease. This study aims to assess the biological relevance of characteristic microRNA profiles of chemotherapy resistant EAC cells with regards to response to chemotherapy and biological behavior. METHODS: We selected 3 microRNAs from characteristic microRNA profiles of resistant EAC (miR-27b-3p, miR-200b-3p, and miR-148a-3p). Expression of microRNAs was modified in 6 EAC cell lines. Effects on chemotherapy, adhesion, migration, apoptosis and cell cycle were assessed using standard assays. Target analyses were performed using Western Blot and Luciferase techniques. RESULTS: MiR-27b-3p significantly sensitized cells to 5FU and Cisplatin in 83% respectively in 33% of cell lines, miR-148a-3p in 67% respectively 33% of cases. MiR-200b-3p increased sensitivity only towards 5FU in 50% of cases. Co-transfections with miR-27b-3p/miR-148a-3p showed an additive effect on response to chemotherapy in 50% of cases. Upregulation of miR-148a-3p reduced protein expression levels of DNMT-1, MSK-1, Bcl-2 and Bim, and miR-27b upregulation led to downregulation of Sp1 and PPARy proteins implicating a potential negative post-transcriptional control via the respective microRNAs. Finally, we were able to confirm Bcl-2 for the first time as direct target of miR-148a-3p in EAC. CONCLUSION: This study demonstrates that specific microRNA profiles of chemotherapy resistant EAC in fact determine their response to chemotherapy and biological behavior. Our data further show that microRNA-mediated regulation of chemotherapy resistance is complex, and several microRNAs seem to "co-operate" at various steps within a broad number of pathways what fits very well to our recently proposed understanding of microRNA-mediated regulation as function of cellular functional complexes. These data highlight the promising potential of microRNAs to predict or monitor treatment response to chemotherapy in EAC, and to potentially modulate tumor biology in a therapeutic approach.


Assuntos
Adenocarcinoma/secundário , Antineoplásicos/farmacologia , Resistencia a Medicamentos Antineoplásicos/genética , Neoplasias Esofágicas/patologia , MicroRNAs/genética , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/genética , Apoptose/efeitos dos fármacos , Adesão Celular/efeitos dos fármacos , Ciclo Celular/efeitos dos fármacos , Movimento Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Neoplasias Esofágicas/tratamento farmacológico , Neoplasias Esofágicas/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Células Tumorais Cultivadas
15.
Anticancer Res ; 38(6): 3231-3242, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-29848670

RESUMO

Upper gastrointestinal malignancies are associated with a high disease burden worldwide, and esophageal and gastric cancers represent the most common entities. Given a lack of early characteristic symptoms and potent screening instruments, the majority of patients present with advanced disease at the time of diagnosis. Complete surgical resection is a first-line curative option, and multimodal approaches involving chemotherapy and radiotherapy further improve patient prognosis. However, response to standard adjuvant and neoadjuvant treatments remains low, and new strategies are warranted to increase tumor control rates. Immunotherapy is emerging in various cancer entities and may be successfully combined with standard therapeutic regimens to improve patient outcome. For the purpose of this review we aimed to assess combined approaches of immunotherapy and standard treatment options such as chemotherapy, radiotherapy and surgery. Current trials evaluating multimodal approaches with immunotherapy in esophageal and gastric cancer are evaluated.


Assuntos
Quimioterapia Adjuvante/métodos , Neoplasias Esofágicas/terapia , Imunoterapia/métodos , Radioterapia Adjuvante/métodos , Neoplasias Gástricas/terapia , Terapia Combinada , Humanos , Avaliação de Resultados em Cuidados de Saúde/métodos , Prognóstico
17.
World J Gastroenterol ; 23(30): 5508-5518, 2017 Aug 14.
Artigo em Inglês | MEDLINE | ID: mdl-28852310

RESUMO

AIM: To investigate the microRNA expression profile in esophageal neosquamous epithelium from patients who had undergone ablation of Barrett's esophagus. METHODS: High throughput screening using TaqMan® Array Human MicroRNA quantitative PCR was used to determine expression levels of 754 microRNAs in distal esophageal mucosa (1 cm above the gastro-esophageal junction) from 16 patients who had undergone ablation of non-dysplastic Barrett's esophagus using argon plasma coagulation vs pretreatment mucosa, post-treatment proximal normal non-treated esophageal mucosa, and esophageal mucosal biopsies from 10 controls without Barrett's esophagus. Biopsies of squamous mucosa were also taken from 5 cm above the pre-ablation squamo-columnar junction. Predicted mRNA target pathway analysis was used to investigate the functional involvement of differentially expressed microRNAs. RESULTS: Forty-four microRNAs were differentially expressed between control squamous mucosa vs post-ablation neosquamous mucosa. Nineteen microRNAs were differentially expressed between post-ablation neosquamous and post-ablation squamous mucosa obtained from the more proximal non-treated esophageal segment. Twelve microRNAs were differentially expressed in both neosquamous vs matched proximal squamous mucosa and neosquamous vs squamous mucosa from healthy patients. Nine microRNAs (miR-424-5p, miR-127-3p, miR-98-5p, miR-187-3p, miR-495-3p, miR-34c-5p, miR-223-5p, miR-539-5p, miR-376a-3p, miR-409-3p) were expressed at higher levels in post-ablation neosquamous mucosa than in matched proximal squamous and healthy squamous mucosa. These microRNAs were also more highly expressed in Barrett's esophagus mucosa than matched proximal squamous and squamous mucosa from controls. Target prediction and pathway analysis suggests that these microRNAs may be involved in the regulation of cell survival signalling pathways. Three microRNAs (miR-187-3p, miR-135b-5p and miR-31-5p) were expressed at higher levels in post-ablation neosquamous mucosa than in matched proximal squamous and healthy squamous mucosa. These miRNAs were expressed at similar levels in pre-ablation Barrett's esophagus mucosa, matched proximal squamous and squamous mucosa from controls. Target prediction and pathway analysis suggests that these microRNAs may be involved in regulating the expression of proteins that contribute to barrier function. CONCLUSION: Neosquamous mucosa arising after ablation of Barrett's esophagus expresses microRNAs that may contribute to decreased barrier function and microRNAs that may be involved in the regulation of survival signaling pathways.


Assuntos
Adenocarcinoma/prevenção & controle , Coagulação com Plasma de Argônio , Esôfago de Barrett/cirurgia , Mucosa Esofágica/patologia , Neoplasias Esofágicas/prevenção & controle , MicroRNAs/metabolismo , Adenocarcinoma/genética , Adenocarcinoma/patologia , Adulto , Idoso , Esôfago de Barrett/genética , Esôfago de Barrett/patologia , Biópsia , Epitélio/patologia , Neoplasias Esofágicas/genética , Neoplasias Esofágicas/patologia , Esofagoscopia , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , MicroRNAs/genética , Análise em Microsséries/métodos , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase em Tempo Real
18.
Mol Cancer Res ; 15(11): 1558-1569, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-28751461

RESUMO

Esophageal adenocarcinoma (EAC) has one of the fastest increases in incidence of any cancer, along with poor five-year survival rates. Barrett's esophagus (BE) is the main risk factor for EAC; however, the mechanisms driving EAC development remain poorly understood. Here, transcriptomic profiling was performed using RNA-sequencing (RNA-seq) on premalignant and malignant Barrett's tissues to better understand this disease. Machine-learning and network analysis methods were applied to discover novel driver genes for EAC development. Identified gene expression signatures for the distinction of EAC from BE were validated in separate datasets. An extensive analysis of the noncoding RNA (ncRNA) landscape was performed to determine the involvement of novel transcriptomic elements in Barrett's disease and EAC. Finally, transcriptomic mutational investigation of genes that are recurrently mutated in EAC was performed. Through these approaches, novel driver genes were discovered for EAC, which involved key cell cycle and DNA repair genes, such as BRCA1 and PRKDC. A novel 4-gene signature (CTSL, COL17A1, KLF4, and E2F3) was identified, externally validated, and shown to provide excellent distinction of EAC from BE. Furthermore, expression changes were observed in 685 long noncoding RNAs (lncRNA) and a systematic dysregulation of repeat elements across different stages of Barrett's disease, with wide-ranging downregulation of Alu elements in EAC. Mutational investigation revealed distinct pathways activated between EAC tissues with or without TP53 mutations compared with Barrett's disease. In summary, transcriptome sequencing revealed altered expression of numerous novel elements, processes, and networks in EAC and premalignant BE.Implications: This study identified opportunities to improve early detection and treatment of patients with BE and esophageal adenocarcinoma. Mol Cancer Res; 15(11); 1558-69. ©2017 AACR.


Assuntos
Adenocarcinoma/genética , Esôfago de Barrett/genética , Neoplasias Esofágicas/genética , Sequenciamento do Exoma/métodos , Perfilação da Expressão Gênica/métodos , Mutação , Biomarcadores Tumorais/genética , Proteínas de Ciclo Celular/genética , Feminino , Redes Reguladoras de Genes , Humanos , Fator 4 Semelhante a Kruppel , Aprendizado de Máquina , Masculino , RNA não Traduzido/genética , Análise de Sequência de RNA/métodos
19.
United European Gastroenterol J ; 5(1): 13-20, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28405317

RESUMO

BACKGROUND: Endoscopic therapy, including by radiofrequency ablation (RFA) or endoscopic mucosal resection (EMR), is first line treatment for Barrett's esophagus (BE) with high-grade dysplasia (HGD) or intramucosal cancer (IMC) and may be appropriate for some patients with low-grade dysplasia (LGD). OBJECTIVE: The purpose of this study was to investigate the molecular effects of endotherapy. METHODS: mRNA expression of 16 genes significantly associated with different BE stages was measured in paired pre-treatment BE tissues and post-treatment neo-squamous biopsies from 36 patients treated by RFA (19 patients, 3 IMC, 4 HGD, 12 LGD) or EMR (17 patients, 4 IMC, 13 HGD). EMR was performed prior to RFA in eight patients. Normal squamous esophageal tissues were from 20 control individuals. RESULTS: Endoscopic therapy resulted in significant change towards the normal squamous expression profile for all genes. The neo-squamous expression profile was significantly different to the normal control profile for 11 of 16 genes. CONCLUSION: Endotherapy results in marked changes in mRNA expression, with replacement of the disordered BE dysplasia or IMC profile with a more "normal" profile. The neo-squamous mucosa was significantly different to the normal control squamous mucosa for most genes. The significance of this finding is uncertain but it may support continued endoscopic surveillance after successful endotherapy.

20.
Radiat Res ; 185(6): 668-77, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27223830

RESUMO

Resistance to radiation is considered to be an important reason for local failure after radiotherapy and tumor recurrence. However, the exact mechanisms of tumor resistance remain poorly understood. Current investigations of microRNAs as potential diagnostic and therapeutic tools for cancer treatment have shown promising results. With respect to radiotherapy resistance and response, there is now emerging evidence that microRNAs modulate key cellular pathways that mediate response to radiation. These data suggest that microRNAs might have significant potential as targets for the development of new therapeutic strategies to overcome radioresistance in cancer. This review summarizes the current literature pertinent to the influence of microRNAs in the response to radiotherapy for cancer treatment, with an emphasis on microRNAs as novel diagnostic and prognostic markers, as well as their potential to alter radiosensitivity.


Assuntos
MicroRNAs/genética , Neoplasias/genética , Neoplasias/radioterapia , Animais , Humanos , Neoplasias/patologia , Tolerância a Radiação/genética , Resultado do Tratamento
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