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OBJECTIVE: The aim of the study is to assess the correlation between artificial intelligence (AI)-based low attenuation volume percentage (LAV%) with forced expiratory volume in the first second to forced vital capacity (FEV1/FVC) and visual emphysema grades in routine chest computed tomography (CT). Furthermore, optimal LAV% cutoff values for predicting a FEV1/FVC < 70% or moderate to more extensive visual emphysema grades were calculated. METHODS: In a retrospective study of 298 consecutive patients who underwent routine chest CT and spirometry examinations, LAV% was quantified using an AI-based software with a threshold < -950 HU. The FEV1/FVC was derived from spirometry, with FEV1/FVC < 70% indicating airway obstruction. The mean time interval of CT from spirometry was 3.87 ± 4.78 days. Severity of emphysema was visually graded by an experienced chest radiologist using an established 5-grade ordinal scale (Fleischner Society classification system). Spearman correlation coefficient between LAV% and FEV1/FVC was calculated. Receiver operating characteristic determined the optimal LAV% cutoff values for predicting a FEV1/FVC < 70% or a visual emphysema grade of moderate or higher (Fleischner grade 3-5). RESULTS: Significant correlation between LAV% and FEV1/FVC was found (ϱ = -0.477, P < 0.001). Increasing LAV% corresponded to higher visual emphysema grades. For patients with absent visual emphysema, mean LAV% was 2.98 ± 3.30, for patients with trace emphysema 3.22 ± 2.75, for patients with mild emphysema 3.90 ± 3.33, for patients with moderate emphysema 6.41 ± 3.46, for patients with confluent emphysema 9.02 ± 5.45, and for patients with destructive emphysema 16.90 ± 8.19. Optimal LAV% cutoff value for predicting a FEV1/FVC < 70 was 6.1 (area under the curve = 0.764, sensitivity = 0.773, specificity = 0.665), while for predicting a visual emphysema grade of moderate or higher, it was 4.7 (area under the curve = 0.802, sensitivity = 0.766, specificity = 0.742). Furthermore, correlation between visual emphysema grading and FEV1/FVC was found. In patients with FEV1/FVC < 70% a high proportion of subjects had emphysema grade 3 (moderate) or higher, whereas in patients with FEV1/FVC ≥ 70%, a larger proportion had emphysema grade 3 (moderate) or lower. The sensitivity for visual emphysema grading predicting a FEV1/FVC < 70% was 56.3% with an optimal cutoff point at a visual grade of 4 (confluent), demonstrating a lower sensitivity compared with LAV% (77.3%). CONCLUSIONS: A significant correlation between AI-based LAV% and FEV1/FVC as well as visual CT emphysema grades can be found in routine chest CT suggesting that AI-based LAV% measurement might be integrated as an add-on functional parameter in the evaluation of chest CT in the future.
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Inteligencia Artificial , Enfisema Pulmonar , Espirometría , Tomografía Computarizada por Rayos X , Humanos , Masculino , Femenino , Estudios Retrospectivos , Persona de Mediana Edad , Tomografía Computarizada por Rayos X/métodos , Enfisema Pulmonar/diagnóstico por imagen , Enfisema Pulmonar/fisiopatología , Anciano , Volumen Espiratorio Forzado , Pulmón/diagnóstico por imagen , Pulmón/fisiopatología , Radiografía Torácica/métodos , Índice de Severidad de la Enfermedad , AdultoRESUMEN
BACKGROUND: Low attenuation volume percentage (LAV%) has been identified as a quantitative imaging biomarker for emphysema with good correlation with spirometry. The influence of intravenous contrast agent on LAV% and its correlation with spirometry is not well known. PURPOSE: To evaluate the influence of intravenous contrast agent on artificial intelligence (AI)-based LAV% in correlation with spirometric Tiffeneau-Pinelli Index (TI). MATERIAL AND METHODS: In a retrospective study, two groups of 47 patients (mean age 68.04 ± 12.64 and 67.89 ± 11.54 years) with either non-enhanced chest computed tomography (CT) or contrast-enhanced CT were compared. Using an AI-based software, LAV% was quantified using a threshold <-950 HU. TI was calculated from spirometry and pathologic airway obstruction was considered with a TI <70. The effect of contrast agent on LAV% and the relationship between TI and LAV% was analyzed. Correlation coefficients between TI and LAV% were compared for both groups. RESULTS: Patients with non-enhanced CT had a mean LAV% of 9.07 ± 7.53. Of them, 22 patients had a TI <70% and 25 patients a TI ≥70%. Patients with contrast-enhanced CT had a mean LAV% of 6.54 ± 4.62. Of them, 20 patients had a TI <70% and 27 patients had a TI ≥70%. Contrast agent did not show a major effect on LAV% (P = 0.099) and the relationship between TI and LAV% (P = 0.88). In both groups, a significant correlation between TI and LAV% was found (ρ = -0.317 for non-enhanced CT; ρ = -0.514 for contrast-enhanced CT). Difference between correlation coefficients was insignificant. CONCLUSION: Our findings suggest that contrast agent does not influence LAV% nor its correlation with TI.
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Medios de Contraste , Pulmón , Humanos , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Estudios Retrospectivos , Inteligencia Artificial , Tomografía Computarizada por Rayos X/métodosRESUMEN
Life-threatening acute aortic dissection (AD) demands timely diagnosis for effective intervention. To streamline intrahospital workflows, automated detection of AD in abdominal computed tomography (CT) scans seems useful to assist humans. We aimed at creating a robust convolutional neural network (CNN)-based pipeline capable of real-time screening for signs of abdominal AD in CT. In this retrospective study, abdominal CT data from AD patients presenting with AD and from non-AD patients were collected (n 195, AD cases 94, mean age 65.9 years, female ratio 35.8%). A CNN-based algorithm was developed with the goal of enabling a robust, automated, and highly sensitive detection of abdominal AD. Two sets from internal (n = 32, AD cases 16) and external sources (n = 1189, AD cases 100) were procured for validation. The abdominal region was extracted, followed by the automatic isolation of the aorta region of interest (ROI) and highlighting of the membrane via edge extraction, followed by classification of the aortic ROI as dissected/healthy. A fivefold cross-validation was employed on the internal set, and an ensemble of the 5 trained models was used to predict the internal and external validation set. Evaluation metrics included receiver operating characteristic curve (AUC) and balanced accuracy. The AUC, balanced accuracy, and sensitivity scores of the internal dataset were 0.932 (CI 0.891-0.963), 0.860, and 0.885, respectively. For the internal validation dataset, the AUC, balanced accuracy, and sensitivity scores were 0.887 (CI 0.732-0.988), 0.781, and 0.875, respectively. Furthermore, for the external validation dataset, AUC, balanced accuracy, and sensitivity scores were 0.993 (CI 0.918-0.994), 0.933, and 1.000, respectively. The proposed automated pipeline could assist humans in expediting acute aortic dissection management when integrated into clinical workflows.
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Elevated high-sensitivity cardiac troponin (hs-cTn) levels should be expected in about half of all patients with acute ischemic stroke (AIS). Since those patients are at risk of increased morbidity and mortality, often attributable to cardiac causes, an adequate work-up of the underlying etiology is required. This can only be achieved by a team of cardiologists and neurologists. Since underlying causes of hs-cTn elevation in AIS patients are diverse, often atypical or silent in their clinical presentation and some, such as an accompanying myocardial infarction, can be acutely life-threatening, the work-up should follow a standardized clinical algorithm. The vast majority of hs-cTn elevations are caused by non-ischemic myocardial injury associated with AIS. This work presents a practice-oriented approach to differential diagnosis with the update of the Mannheim clinical algorithm for acute ischemic stroke and troponin elevation.
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Algoritmos , Accidente Cerebrovascular Isquémico , Troponina , Humanos , Accidente Cerebrovascular Isquémico/sangre , Accidente Cerebrovascular Isquémico/diagnóstico , Troponina/sangre , Diagnóstico Diferencial , Biomarcadores/sangreRESUMEN
UNLABELLED: Study Type - Therapy (case series) Level of Evidence 4. What's known on the subject? and What does the study add? Muscle invasive bladder cancer has a mortality rate at 5 years of 50%, despite radical therapy, as a result of tumour progression and dissemination. This suggests that half of patients have disseminated disease at the time of diagnosis, which is not detected by the staging techniques currently used. The prognostic factors (histological grade and tumour stage) and current staging techniques do not discriminate between those patients who will be cured with surgical treatment and those who will die from metastatic spread. New diagnostic and prognostic tools that complement the existing methods and provide a proper assessment of carcinoma invading bladder muscle are therefore essential. Molecular staging techniques using specific biomarkers have been applied in various solid tumours to determine the presence of missed tumour cells in lymph nodes (LNs) during routine pathological examination. These techniques could identify patients with LN micrometastases who may potentially benefit from early treatment with chemotherapy. This study compares the performance of conventional histological analysis and molecular biomarkers in detecting bladder cancer LN micrometastases and predicting patient's clinical outcome. The study found that, even though a clear trend to a worse outcome was shown in those patients who became node-positive after molecular analysis, no statistical differences were found in cancer-specific and recurrence-free survival analysis between those patients who were negative by histology but positive by molecular analysis and those who were negative by both techniques. We concluded that molecular analysis of LN spreading in bladder cancer has a better detection rate than conventional histological examination. OBJECTIVE: ⢠To improve the sensitivity of histological examination in detecting occult lymph node (LN) dissemination of bladder cancer using gene expression analysis. PATIENTS AND METHODS: ⢠We carried out a retrospective study that included 504 formalin-fixed paraffin-embedded LNs from 90 patients with muscle invasive bladder cancer and 35 controls. ⢠Gene expression values of two molecular biomarkers (FXYD3 and KRT20) were analysed using reverse transcription real-time quantitative PCR (RT-qPCR). ⢠Molecular results were compared with histological status and patients' clinical outcomes. RESULTS: ⢠Of the 90 patients analysed, 16 were positive and 74 were negative by histological analysis. Of these 74, 19 were classified as positive using RT-qPCR. ⢠Significant differences in cancer-specific (P= 0.011) and recurrence-free (P= 0.009) survival were found between the three patient groups (patients positive by both techniques, patients negative by both techniques, and patients negative by histological but positive by molecular analysis). ⢠A significant difference was not found between histologically negative but molecularly positive patients and patients who were negative by both techniques, but a clear trend to a worse outcome was found in those patients who became node-positive after molecular analysis. CONCLUSIONS: ⢠The analysis of FXYD3 and KRT20 could improve current pathological examination for the detection of micrometastases in LNs. ⢠Further and more extensive studies will determine the real prognostic value of such LN micrometastases.
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Biomarcadores de Tumor/metabolismo , Proteínas de la Membrana/metabolismo , Micrometástasis de Neoplasia/diagnóstico , Proteínas de Neoplasias/metabolismo , Neoplasias de la Vejiga Urinaria/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Quimioterapia Adyuvante , ADN Complementario/metabolismo , Femenino , Expresión Génica , Humanos , Inmunohistoquímica , Queratina-20/genética , Queratina-20/metabolismo , Metástasis Linfática , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Proteínas de Neoplasias/genética , ARN Neoplásico/metabolismo , Radioterapia Adyuvante , Reacción en Cadena en Tiempo Real de la Polimerasa , Estudios Retrospectivos , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/radioterapiaRESUMEN
BACKGROUND: The aim of this study was the assessment of kidney morphology and glomerular filtration rate (GFR) in rat models of polycystic kidney disease and a healthy control group of Sprague-Dawley rats (SD rats). The performance of two non-invasive GFR estimation methods-3.0 Tesla magnetic resonance imaging (MRI) and optical imaging were investigated. Data of GFR assessment was compared to surrogate markers of kidney function and renal histology. METHODS: Optical imaging of GFR was performed transcutaneously in a small animal imaging system with the fluorescent renal marker fluorescein-isothiocyanate-labelled-sinistrin. Morphologic and dynamic renal imaging was done on a clinical 3.0T MR scanner. Renal perfusion analysis was performed with a two-compartment filtration model. RESULTS: The healthy SD rats showed physiological levels of creatinine and urea, indicating normal kidney function. These parameters were elevated in the small animal groups of polycystic kidney disease. For the calculation of perfusion and filtration parameters of kidney function in MRI, a 2D turbo FLASH sequence was performed and allowed to distinguish between normal GFR of healthy rats and reduced GFR of rats with polycystic kidney disease. Also, MRI GFR varied among two different rat strains of polycystic kidney disease, according to their status of renal function impairment. Optical imaging GFR confirmed higher GFR values in healthy rats compared to ill rats but did not show different results among the two rat strains of polycystic kidney disease. For this reason, MRI and optical imaging GFR estimation presented an intra-method bias. CONCLUSIONS: Both non-invasive estimation methods of GFR, MRI and optical imaging, can differentiate between healthy rats and animals with limited kidney function. Furthermore, optical imaging, unlike MRI, seems to consider that disease progression with increase of renal polycystic deterioration does not correlate with decrease of GFR in the initial stage of compensatory hyperfiltration.
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Modelos Animales de Enfermedad , Interpretación de Imagen Asistida por Computador , Imagen por Resonancia Magnética , Óptica y Fotónica , Enfermedades Renales Poliquísticas/diagnóstico , Animales , Tasa de Filtración Glomerular , Pruebas de Función Renal , Masculino , Ratas , Ratas Sprague-DawleyRESUMEN
AIM: The diversity in the aggressiveness of cystic tumors of the pancreas - ranging from the usually benign serous cystadenoma to lesions of variable degrees of malignancy - was utilized for the identification of molecular factors that are involved in the occurrence of malignancy. METHODS: We analyzed the transcript profiles of different cystic tumor types. The results were confirmed at the protein level by immunohistochemistry. Also, functional studies with siRNA silencing were performed. RESULTS: Expression variations at the RNA and protein level were identified that are closely correlated with the degree of malignancy. Besides, all tumors could be classified effectively by this means. Many of the identified factors had not previously been known to be associated with malignant cystic lesions. siRNA silencing of the gene with the most prominent variation - the anti-apoptotic factor FASTK (Fas-activated serine/threonine kinase) - revealed a regulative effect on several genes known to be relevant to the development of tumors. CONCLUSION: By a molecular analysis of rare types of pancreatic cancer, which are less frequent in terms of disease, variations could be identified that could be critical for the regulation of malignancy and thus relevant to the treatment of also the majority of pancreatic tumors.
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Cistadenoma Seroso/genética , Páncreas/química , Neoplasias Pancreáticas/genética , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patología , Cistadenoma Seroso/química , Cistadenoma Seroso/patología , Galectina 4/genética , Perfilación de la Expresión Génica , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Páncreas/patología , Neoplasias Pancreáticas/química , Neoplasias Pancreáticas/patología , Proteínas Serina-Treonina Quinasas/genética , ARN Interferente Pequeño/genéticaRESUMEN
FXYD3, interacting with Na+/K+-ATPase, is considered a cell surface regulator modulating the function of ion pumps and ion channels. The FXYD3 gene was originally cloned from murine mammary tumors and then from human breast tumors. However, no study of FXYD3 has been carried out in gliomas; therefore, we examined FXYD3 expression in gliomas and its clinicopathological significance. FXYD3 expression was immunohistochemically examined in 71 primary gliomas, along with 37 matched adjacent normal brain samples and 8 recurred gliomas. The frequency of strong FXYD3 expression was higher in the primary tumors in either unmatched (p = 0.046) or matched cases (p = 0.02), compared to normal brain tissue. FXYD3 expression was significantly more increased in females than males (p = 0.01), and in multiple site gliomas than single sites (p = 0.02). There was no difference of FXYD3 expression regarding age, tumor location, size, histological type, and tumor grade (p > 0.05). The results suggest that FXYD3 expression may be involved in glioma development, especially in multiple gliomas and female patients.
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Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Glioma/metabolismo , Glioma/patología , Proteínas de la Membrana/metabolismo , Proteínas de Neoplasias/metabolismo , Adolescente , Adulto , Anciano , Niño , Preescolar , Femenino , Humanos , Técnicas para Inmunoenzimas , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Adulto JovenRESUMEN
BACKGROUND: FXYD3 is up-/down-regulated in different types of cancers. We examined FXYD3 expression in colorectal cancers and its relationship to biological and clinicopathological variables. PATIENTS AND METHODS: Expression of FXYD3 protein was immunohistochemically examined in distant normal mucosa (n = 34), adjacent normal mucosa (n = 72), primary tumour (n = 150) and lymph node metastasis (n = 35) from colorectal cancer patients. RESULTS: FXYD3 was highly expressed in primary tumour compared to adjacent normal mucosa (p = 0.02). FXYD3 was or tended to be positively related to the expression of ras (p = 0.02), p53 (p = 0.06), legumain (p = 0.02) and proliferating cell nuclear antigen (p = 0.03). Moreover, there was a higher frequency of strong FXYD3 expression in Dukes A-C tumours than in D tumours (p = 0.04). The strong FXYD3 expression tended to predict worse survival in the patients with Dukes A + B tumour (p = 0.07), while there was no such tendency in the patients with Dukes C + D tumour (p = 0.94). The tumours located in the colon had a higher degree of FXYD3 expression than the tumours located in the rectum (p = 0.05). CONCLUSION: The FXYD3 was associated with certain biological variables and may be involved in the development of the relative earlier stages of colorectal cancers.
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Neoplasias Colorrectales/genética , Proteínas de la Membrana/genética , Proteínas de Neoplasias/genética , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias Colorrectales/mortalidad , Neoplasias Colorrectales/patología , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Mucosa Intestinal/metabolismo , Metástasis Linfática , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Tasa de SupervivenciaRESUMEN
ONECUT1 (HNF-6) is the prototype of a new class of homeodomain transcription factors, that controls the development of pancreatic ducts during mouse development. In the present study, the role of ONECUT1 and its targeted genes TCF2, PKHD1 and CYS1 was analyzed in human pancreatic ductal adenocarcinoma (PDAC). mRNA levels of ONECUT1, TCF2, PKHD1 and CYS1 were measured in pancreatic tissues and pancreatic cancer cell lines by quantitative reverse-transcriptase polymerase chain reaction (QRT-PCR). Protein expression of ONECUT1 and TCF2 was assessed in pancreatic tissues by immunohistochemistry. ONECUT1 was transfected into Panc-1 and T3M4 pancreatic cancer cells and its effects on anchorage-dependent and -independent growth as well as invasion and adhesion were analyzed. Median mRNA levels of ONECUT1, TCF2, PKHD1 and CYS1 were 7.7-, 2.0-, 5.7- and 3.8-fold higher in normal tissues than in PDAC tissues. ONECUT1 protein was expressed in normal acinar and ductal cells, but neither in the cancer cells of PDAC tissues nor in 7 of 8 cultured pancreatic cancer cell lines. There was a significant positive correlation between ONECUT1 and TCF2, CYS1, and PKHD1 mRNA levels in PDAC tissues. Transfection of ONECUT1 into pancreatic cancer cells resulted in up-regulation of the target gene TCF2, a reduction in invasiveness, but no change in adhesion or growth. In conclusion, ONECUT1 expression is lost in pancreatic cancer cells, suggesting a tumor suppressor function in this malignancy.
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Carcinoma Ductal Pancreático/metabolismo , Factor Nuclear 6 del Hepatocito/metabolismo , Neoplasias Pancreáticas/metabolismo , Línea Celular Tumoral , Movimiento Celular/fisiología , Expresión Génica , Factor Nuclear 1-beta del Hepatocito/metabolismo , Humanos , Immunoblotting , Inmunohistoquímica , Rayos Láser , Proteínas de la Membrana/metabolismo , Microdisección , Análisis de Secuencia por Matrices de Oligonucleótidos , ARN Mensajero/análisis , Receptores de Superficie Celular/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , TransfecciónRESUMEN
BACKGROUND: Bone gamma-carboxyglutamate protein (BGLAP; osteocalcin) is a small, highly conserved molecule first identified in the mineralized matrix of bone. It has been implicated in the pathophysiology of various malignancies. In this study, we analyzed the expression and role of BGLAP in the normal human pancreas, chronic pancreatitis (CP), and pancreatic ductal adenocarcinoma (PDAC) using quantitative RT-PCR, immunohistochemistry, immunocytochemistry and enzyme immunoassays, as well as cell proliferation and invasion assays. Gene silencing was carried out using specific siRNA molecules. RESULTS: Compared to the normal pancreas, BGLAP mRNA and protein levels were not significantly different in CP and PDAC tissues. BGLAP was faintly present in the cytoplasm of normal acinar cells but was strongly expressed in the cytoplasm and nuclei of tubular complexes and PanIN lesions of CP and PDAC tissues. Furthermore, BGLAP expression was found in the cancer cells in PDAC tissues as well as in 4 cultured pancreatic cancer cell lines. TNFalpha reduced BGLAP mRNA and protein expression levels in pancreatic cancer cell lines. In addition, BGLAP silencing led to reduction of both cell growth and invasion in those cells. CONCLUSION: BGLAP is expressed in pancreatic cancer cells, where it potentially increases pancreatic cancer cell growth and invasion through autocrine and/or paracrine mechanisms.
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Adenocarcinoma/genética , Carcinoma Ductal Pancreático/genética , Proliferación Celular , Regulación Neoplásica de la Expresión Génica/fisiología , Osteocalcina/genética , Neoplasias Pancreáticas/genética , Adenocarcinoma/patología , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Ductal Pancreático/patología , Colágeno/metabolismo , Combinación de Medicamentos , Ensayo de Inmunoadsorción Enzimática , Silenciador del Gen , Humanos , Técnicas para Inmunoenzimas , Laminina/metabolismo , Persona de Mediana Edad , Invasividad Neoplásica , Osteocalcina/antagonistas & inhibidores , Osteocalcina/metabolismo , Páncreas/metabolismo , Páncreas/patología , Neoplasias Pancreáticas/patología , Pancreatitis Crónica/genética , Pancreatitis Crónica/patología , Proteoglicanos/metabolismo , ARN Mensajero/metabolismo , ARN Interferente Pequeño/farmacología , Reacción en Cadena de la Polimerasa de Transcriptasa InversaRESUMEN
Basic transcription factor 3 (BTF3) acts as a transcription factor and modulator of apoptosis, and is differentially expressed in colorectal cancer and glioblastomas. In the present study, the expression of BTF3, as well as its role in apoptosis and gene transcription, was analyzed in pancreatic ductal adenocarcinoma (PDAC). QRT-PCR, immunohistochemistry, immunoblotting, and immunofluorescence analyses were carried out to investigate BTF3 mRNA/protein expression and localization. BTF3 silencing in pancreatic cancer cells was performed using specific siRNA molecules. Functional analyses were carried out using cell growth assays, apoptosis assays, and DNA array analysis. BTF3 and BTF3a exhibited 1.3-fold and 4.6-fold increased median mRNA levels in PDAC tissues, compared to normal pancreatic tissues. BTF3 localized mainly in the cytoplasm and nuclei of tubular complexes and pancreatic cancer cells. Pancreatic cancer cell lines expressed the mRNA and protein of BTF3a (27 kDa) and BTF3b (22 kDa) isoforms. BTF3 silencing using specific siRNA molecules did not influence apoptosis induced by chemotherapy or radiotherapy. In contrast, BTF3 silencing resulted in down-regulation of several cancer-associated genes, including EPHB2, ABL2, HPSE2 and ATM, and up-regulation of KRAG, RRAS2, NFkappa-B, MRVI1, MADCAM1 and others. In conclusion, BTF3 is overexpressed in PDAC, where it acts as a transcriptional regulator rather than a direct modulator of apoptosis.
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Adenocarcinoma/genética , Regulación Neoplásica de la Expresión Génica , Genes Relacionados con las Neoplasias , Proteínas Nucleares/fisiología , Neoplasias Pancreáticas/genética , Factores de Transcripción/fisiología , Adenocarcinoma/química , Adenocarcinoma/patología , Apoptosis/genética , Citoplasma/química , Regulación hacia Abajo , Humanos , Proteínas Nucleares/análisis , Proteínas Nucleares/antagonistas & inhibidores , Neoplasias Pancreáticas/química , Neoplasias Pancreáticas/patología , Isoformas de Proteínas/análisis , Isoformas de Proteínas/antagonistas & inhibidores , Isoformas de Proteínas/fisiología , ARN Mensajero/análisis , ARN Mensajero/metabolismo , ARN Interferente Pequeño/farmacología , Tolerancia a Radiación/genética , Receptor EphB2/análisis , Receptor EphB2/genética , Factores de Transcripción/análisis , Factores de Transcripción/antagonistas & inhibidores , Transcripción Genética , Regulación hacia ArribaRESUMEN
EMMPRIN (extracellular matrix metalloproteinase inducer, CD147) participates in the progression of various malignancies by stimulating the synthesis of specific matrix metalloproteinases (MMP) from peritumoral fibroblasts. In the present study, the expression and functional role of EMMPRIN was investigated in pancreatic neoplasm. QRT-PCR, immunohistochemistry, immunoblot, and ELISA analyses were used to analyze the expression, localization, and release of EMMRPIN. Silencing of EMMPRIN was performed using siRNA oligonucleotides, and functional consequences were assessed using growth assays, invasion assays, as well as MMP1/MMP2 and VEGF ELISA. EMMPRIN mRNA levels were 2.2-fold increased in pancreatic cancer (n = 52) and 2.0-3.5-fold increased in other pancreatic neoplasm (n = 105), but unchanged in chronic pancreatitis (n = 10) compared to normal pancreatic tissues (n = 9). Strong and predominantly membranous immunostaining was observed in the cancer cells and surrounding stromal cells. EMMPRIN serum levels were also significantly increased in pancreatic cancer patients (n = 44) (4.13 +/- 0.28 ng/ml) with an AUC of 0.97 compared to healthy volunteers (n = 29) (0.95 +/- 0.16 ng/ml; p < 0.0001) and with an AUC of 0.74 compared to chronic pancreatitis patients (n = 20) (2.98 +/- 0.5 ng/ml; p = 0.0021). EMMPRIN silencing did not significantly affect anchorage-dependent or -independent growth of pancreatic cancer cells. In contrast, EMMPRIN silencing in pancreatic stellate cells slightly repressed VEGF and MMP2 levels but strongly increased pro-MMP1 expression under coculture conditions. In conclusion, Increased EMMPRIN expression is present in different pancreatic neoplasm, likely representing a tumor-specific reaction with the potential to modulate the tumor microenvironment rather than a mere reflection of an activated stroma.
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Basigina/biosíntesis , Carcinoma Ductal Pancreático/metabolismo , Metaloproteasas/metabolismo , Neoplasias Pancreáticas/metabolismo , Animales , Western Blotting , Células/metabolismo , Ensayo de Inmunoadsorción Enzimática , Regulación Neoplásica de la Expresión Génica , Silenciador del Gen , Humanos , Inmunohistoquímica , Páncreas/citología , Páncreas/metabolismo , Pancreatitis Crónica/metabolismoRESUMEN
Bone sialoprotein (BSP) is an acidic glycoprotein that plays an important role in cancer cell growth, migration and invasion. The expression, localization and possible function of BSP in chronic pancreatitis (CP) and pancreatic ductal adenocarcinoma (PDAC) were analyzed by QRT-PCR, laser capture microdissection, DNA microarray analysis, immunoblotting, radioimmunoassays and immunohistochemistry as well as cell growth, invasion, scattering, and adhesion assays. BSP mRNA was detected in 40.7% of normal, in 80% of CP and in 86.4% of PDAC samples. The median BSP mRNA levels were 6.1 and 0.9copies/microl cDNA in PDAC and CP tissues, respectively, and zero copies/microl cDNA in normal pancreatic tissues. BSP was weakly present in the cytoplasm of islet cells and ductal cells in 20% of normal pancreatic tissues. BSP was localized in the tubular complexes of both CP and PDAC, as well as in pancreatic cancer cells. Five out of 8 pancreatic cancer cell lines expressed BSP mRNA. Recombinant BSP (rBSP) inhibited Capan-1 and SU8686 pancreatic cancer cell growth, with a maximal effect of -46.4+/-12.0% in Capan-1 cells and -45.7+/-14.5% in SU8686 cells. rBSP decreased the invasion of SU8686 cells by -59.1+/-11.2% and of Capan-1 cells by -13.3+/-3.8% (P<0.05), whereas it did not affect scattering or adhesion of both cell lines. In conclusion, endogenous BSP expression levels in pancreatic cancer cells and low to absent BSP expression in the surrounding stromal tissue elements may indirectly act to enhance the proliferation and invasion of pancreatic cancer cells.
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Carcinoma Ductal Pancreático/patología , Movimiento Celular , Proliferación Celular , Neoplasias Pancreáticas/patología , Sialoglicoproteínas/genética , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Adhesión Celular , Línea Celular Tumoral , Movimiento Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Metilación de ADN , Relación Dosis-Respuesta a Droga , Regulación Neoplásica de la Expresión Génica , Humanos , Immunoblotting , Inmunohistoquímica , Sialoproteína de Unión a Integrina , Invasividad Neoplásica , Metástasis de la Neoplasia , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Regiones Promotoras Genéticas , ARN Mensajero/genética , ARN Mensajero/metabolismo , Radioinmunoensayo , Proteínas Recombinantes/farmacología , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa/métodos , Sialoglicoproteínas/sangre , Sialoglicoproteínas/metabolismoRESUMEN
MAC30 is highly expressed in several types of tumors including colorectal cancers, however, its clinicopathological and biological significance in colorectal cancers is currently not known. The aim of our study was to investigate MAC30 expression in distant normal mucosa, adjacent normal mucosa, primary tumors and metastases of colorectal cancer, and to determine the relationship between MAC30 expression and clinicopathological and biological variables. MAC30 expression was immunohistochemically examined in distant normal mucosa (n = 54), adjacent normal mucosa (n = 123), primary tumors (n = 217) and lymph node metastases (n = 56) from colorectal cancer patients. MAC30 cytoplasmic expression was increased from distant normal mucosa to primary tumor and to metastasis (p < 0.0001-0.04). Furthermore, 40% primary and 37% metastatic tumors showed stronger cytoplasmic expression of MAC30 at the tumor invasive margins compared to inner tumor areas. Strong cytoplasmic expression of MAC30 in the metastasis was related to a poor prognosis (p = 0.04). MAC30 cytoplasmic expression was positively related to expression of proliferating cell nuclear antigen (p = 0.04), p53 (p = 0.04), nucleoporin 88 (p = 0.001), legumain (p = 0.004) and particularly interesting new cysteine-histidine rich protein (p = 0.004). However, MAC30 expression in the nucleus and stroma did not have any clinicopathological and biological significance (p > 0.05). In conclusion, MAC30 protein may play a role in development of colorectal cancer, and can be considered as a prognostic factor.
Asunto(s)
Neoplasias Colorrectales/genética , Neoplasias Colorrectales/secundario , Proteínas de Unión a Factor de Crecimiento Similar a la Insulina/genética , Proteínas de Neoplasias/genética , Neoplasias Colorrectales/mortalidad , Neoplasias Colorrectales/patología , Neoplasias Colorrectales/cirugía , Estudios de Seguimiento , Humanos , Mucosa Intestinal/metabolismo , Metástasis Linfática , Proteínas de la Membrana , Metástasis de la Neoplasia , Valores de Referencia , Análisis de Supervivencia , Factores de TiempoRESUMEN
Glypican1 (GPC1) is a cell surface heparan sulfate proteoglycan that acts as a co-receptor for heparin-binding growth factors as well as for members of the TGF-beta family. GPC1 plays a role in pancreatic cancer by regulating growth factor responsiveness. In view of the importance of members of the TGF-beta family in pancreatic cancer, in the present study, the role of GPC1 in TGF-beta, BMP and activin signaling was analyzed. Quantitative RT-PCR and immunohistochemistry were utilized to analyze GPC1 and TGF-beta, BMP and activin receptor expression levels. Panc-1 and T3M4 pancreatic cancer cells were transfected in a stable manner with a GPC1 antisense expression construct. Anchorage-dependent and -independent growth was determined by MTT and soft agar assays. TGF-beta1, activin-A and BMP-2 responsiveness was determined by MTT assays and immunoblotting with p21, p-Smad1, and p-Smad2 antibodies. QRT-PCR demonstrated increased GPC1 mRNA levels in pancreatic ductal adenocarcinoma (PDAC) compared to normal pancreatic tissues (NPT), as described previously. There was a significant correlation between GPC1 mRNA levels and TbetaRII, act-R1a, act-R1b, act-R2a, BMP-R1a, and BMP-R2 mRNA expression in NPT. In contrast, GPC1 mRNA expression correlated directly with act-R1a and BMP-R1a in N0 PDAC cases and with act-R2a and BMP-R1a in lymph node positive cases. Down-regulation of GPC1 resulted in increased doubling time in Panc-1 but not in T3M4 cells, and decreased anchorage-independent growth in both cell lines. GPC1 down-regulation resulted in a slightly altered response towards TGF-beta1, activin-A and BMP-2 in terms of growth, p21 induction and Smad2 phosphorylation. In conclusion, enhanced GPC1 expression correlates with BMP and activin receptors in pancreatic cancer. GPC1 down-regulation suppresses pancreatic cancer cell growth and slightly modifies signaling of members of the TGF-beta family of growth factors.
Asunto(s)
Receptores de Activinas/metabolismo , Receptores de Proteínas Morfogenéticas Óseas/metabolismo , Carcinoma Ductal Pancreático/metabolismo , Glipicanos/metabolismo , Neoplasias Pancreáticas/metabolismo , Factor de Crecimiento Transformador beta/metabolismo , Receptores de Activinas/análisis , Receptores de Activinas/genética , Adulto , Anciano , Anciano de 80 o más Años , Receptores de Proteínas Morfogenéticas Óseas/análisis , Receptores de Proteínas Morfogenéticas Óseas/genética , Carcinoma Ductal Pancreático/patología , Regulación hacia Abajo , Femenino , Glipicanos/análisis , Glipicanos/genética , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Pancreáticas/patología , ARN Mensajero/análisis , ARN Mensajero/metabolismo , Transducción de Señal , Factor de Crecimiento Transformador beta/análisis , Factor de Crecimiento Transformador beta/genéticaRESUMEN
OBJECTIVE: Meningioma-associated protein (MAC30) is overexpressed in several types of cancers, but its therapeutic implication in the patients has not been studied. We examined the relationship of MAC30 with clinicopathological and biological factors in rectal cancer patients with or without radiotherapy (RT). METHODS: MAC30 was immunohistochemically examined in 75 distant and 91 adjacent normal mucosa specimens, 132 primary tumours and 39 lymph node metastases from rectal cancer patients participating in a clinical trial of preoperative RT. RESULTS: In the RT group, MAC30 was or tended to be positively correlated with infiltrated growth pattern (p = 0.02), PRL (phosphatase of regenerating liver, p = 0.01) and Ki-67 expression (p = 0.06). MAC30 at the invasive margin of the metastasis was related to poor survival (p = 0.02) in the whole group of patients. MAC30 in primary tumours was not related to recurrence and survival in the non-RT or RT group. CONCLUSIONS: MAC30 expression in metastasis was an indicator for poor survival. After RT, MAC30 seemed to be more related to aggressive morphological and biological factors; however, we did not find direct evidence that MAC30 expression was related to the outcome of patients with or without RT.
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Proteínas de la Membrana/metabolismo , Neoplasias del Recto/metabolismo , Neoplasias del Recto/radioterapia , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patología , Estimación de Kaplan-Meier , Metástasis Linfática/patología , Masculino , Persona de Mediana Edad , Invasividad Neoplásica/patología , Pronóstico , Modelos de Riesgos Proporcionales , Radioterapia Adyuvante , Neoplasias del Recto/patologíaRESUMEN
BACKGROUND: The X-linked inhibitor of apoptosis (XIAP) belongs to a family of proteins that suppresses apoptosis by inhibition of caspases in some cancers. It confers resistance to apoptosis induction by chemotherapeutic agents. The aim of this study was to evaluate the influence of XIAP in pancreatic cancer. PATIENTS AND METHODS: Tissue samples from 43 patients with pancreatic adenocarcinoma (median age of 67 years, range from 39-81 years) were analyzed. Pancreatic samples from healthy organ donors (10) and chronic pancreatitis patients (10) served as controls. XIAP expression and localization analysis was carried out by quantitative RT-PCR and immunohistochemistry (IHC). XIAP silencing was achieved by transfection of specifically designed siRNA oligonucleotides. Proliferation and chemotherapy experiments were performed by MTT cell growth assays. RESULTS: There was a 2.1-fold increase of median XIAP mRNA levels in pancreatic cancers compared to controls. Kaplan-Meier analysis indicated a tendency for reduced patient survival with increasing levels of XIAP mRNA (higher levels: 13.4 months; lower levels: 16.1 months). IHC revealed strong XIAP staining in tubular complexes and pancreatic cancer cells. XIAP silencing resulted in a slight reduction of the proliferation of Capan-1 and T3M4 pancreatic cancer cells. In addition, XIAP silencing resulted in increased sensitivity of both cell lines to gemcitabine. CONCLUSION: XIAP is overexpressed in pancreatic cancer and contributes to chemoresistance. Interfering with this pathway may have potential therapeutic role in the treatment of this disease.
Asunto(s)
Antimetabolitos Antineoplásicos/uso terapéutico , Desoxicitidina/análogos & derivados , Resistencia a Antineoplásicos/genética , Silenciador del Gen , Neoplasias Pancreáticas/tratamiento farmacológico , ARN Interferente Pequeño/farmacología , Proteína Inhibidora de la Apoptosis Ligada a X/metabolismo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Apoptosis , Carcinoma Ductal Pancreático/tratamiento farmacológico , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Estudios de Casos y Controles , Caspasas/metabolismo , Línea Celular Tumoral , Proliferación Celular , Desoxicitidina/uso terapéutico , Femenino , Humanos , Immunoblotting , Técnicas para Inmunoenzimas , Masculino , Persona de Mediana Edad , Páncreas/metabolismo , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Pancreatitis Crónica/tratamiento farmacológico , Pancreatitis Crónica/genética , Pancreatitis Crónica/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Tasa de Supervivencia , Proteína Inhibidora de la Apoptosis Ligada a X/antagonistas & inhibidores , Proteína Inhibidora de la Apoptosis Ligada a X/genética , GemcitabinaRESUMEN
UNLABELLED: Hsulf-1 is a newly identified enzyme, which has the ability to decrease the growth of hepatocellular, ovarian, and head and neck squamous cell carcinoma cells by interfering with heparin-binding growth factor signaling. Since pancreatic cancers over-express a number of heparin-binding growth factors and their receptors, the expression and function of this enzyme in pancreatic cancer was analyzed. RESULTS: Pancreatic cancer samples expressed significantly (22.5-fold) increased Hsulf-1 mRNA levels compared to normal controls, and Hsulf-1 mRNA was localized in the cancer cells themselves as well as in peritumoral fibroblasts. 4 out of 8 examined pancreatic cancer cell lines expressed Hsulf-1, whereas its expression was below the level of detection in the other cell lines. Stable transfection of the Hsulf-1 negative Panc-1 pancreatic cancer cell line with a full length Hsulf-1 expression vector resulted in increased sulfatase activity and decreased cell-surface heparan-sulfate proteoglycan (HSPG) sulfation. Hsulf-1 expression reduced both anchorage-dependent and -independent cell growth and decreased FGF-2 mediated cell growth and invasion in this cell line. CONCLUSION: High expression of Hsulf-1 occurs in the stromal elements as well as in the tumor cells in pancreatic cancer and interferes with heparin-binding growth factor signaling.
Asunto(s)
Factor 2 de Crecimiento de Fibroblastos/metabolismo , Regulación Neoplásica de la Expresión Génica , Neoplasias Pancreáticas/metabolismo , Transducción de Señal , Sulfotransferasas/metabolismo , Adulto , Anciano , Línea Celular , Proliferación Celular/efectos de los fármacos , Factor 2 de Crecimiento de Fibroblastos/genética , Factor 2 de Crecimiento de Fibroblastos/farmacología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Persona de Mediana Edad , Páncreas/irrigación sanguínea , Páncreas/citología , Páncreas/metabolismo , Neoplasias Pancreáticas/irrigación sanguínea , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , ARN Mensajero/genética , Sulfatasas/genética , Sulfotransferasas/genéticaRESUMEN
PMP22 is a structural protein of Schwann cells, but it also influences cell proliferation. In the present study, quantitative RT-PCR (QRT-PCR) and immunohistochemistry were used to determine PMP22 mRNA levels and to localize PMP22 in the normal pancreas (n=20), chronic pancreatitis (CP) (n=22), pancreatic ductal adenocarcinoma (PDAC) (n=31), intraductal papillary mucinous neoplasms (IPMN) (n=9), mucinous cystic tumors (MCN) (n=4), and in a panel of PanIN lesions (n=29). PMP22 mRNA levels were significantly higher in CP (3-fold) and PDAC (2.5-fold), compared to normal pancreatic tissues. PMP22 expression was restricted to nerves in the normal pancreas, while in CP and PDAC PMP22 was also expressed in PanIN lesions and in a small percentage of pancreatic cancer cells. PMP22 was weak to absent in the tumor cells of IPMNs and MCNs. PMP22 mRNA was present at different levels in cultured pancreatic cancer cells and up-regulated by transforming growth factor (TGF)-beta1 in 2 of 8 of these cell lines. In conclusion, PMP22 expression is present in both CP and PDAC tissues. Its expression in PanIN lesions and some pancreatic cancer cells in vitro and in vivo suggests a role of PMP22 in the neoplastic transformation process from the normal pancreas to pre-malignant lesions to pancreatic cancer.