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BACKGROUND: Tumour markers are standard tools for the differential diagnosis of cancer. However, the occurrence of nonspecific symptoms and different malignancies involving the same cancer site may lead to a high proportion of misclassifications. Classification accuracy can be improved by combining information from different markers using standard data mining techniques, like Decision Tree (DT), Artificial Neural Network (ANN), and k-Nearest Neighbour (KNN) classifier. Unfortunately, each method suffers from some unavoidable limitations. DT, in general, tends to show a low classification performance, whereas ANN and KNN produce a "black-box" classification that does not provide biological information useful for clinical purposes. METHODS: Logic Learning Machine (LLM) is an innovative method of supervised data analysis capable of building classifiers described by a set of intelligible rules including simple conditions in their antecedent part. It is essentially an efficient implementation of the Switching Neural Network model and reaches excellent classification accuracy while keeping low the computational demand. LLM was applied to data from a consecutive cohort of 169 patients admitted for diagnosis to two pulmonary departments in Northern Italy from 2009 to 2011. Patients included 52 malignant pleural mesotheliomas (MPM), 62 pleural metastases (MTX) from other tumours and 55 benign diseases (BD) associated with pleurisies. Concentration of three tumour markers (CEA, CYFRA 21-1 and SMRP) was measured in the pleural fluid of each patient and a cytological examination was also carried out. The performance of LLM and that of three competing methods (DT, KNN and ANN) was assessed by leave-one-out cross-validation. RESULTS: LLM outperformed all other considered methods. Global accuracy was 77.5% for LLM, 72.8% for DT, 54.4% for KNN, and 63.9% for ANN, respectively. In more details, LLM correctly classified 79% of MPM, 66% of MTX and 89% of BD. The corresponding figures for DT were: MPM = 83%, MTX = 55% and BD = 84%; for KNN: MPM = 58%, MTX = 45%, BD = 62%; for ANN: MPM = 71%, MTX = 47%, BD = 76%. Finally, LLM provided classification rules in a very good agreement with a priori knowledge about the biological role of the considered tumour markers. CONCLUSIONS: LLM is a new flexible tool potentially useful for the differential diagnosis of pleural mesothelioma.
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Inteligencia Artificial , Biomarcadores de Tumor/análisis , Neoplasias Pulmonares/diagnóstico , Mesotelioma/diagnóstico , Neoplasias Pleurales/diagnóstico , Estudios de Cohortes , Árboles de Decisión , Diagnóstico Diferencial , Femenino , Humanos , Lógica , Masculino , Mesotelioma Maligno , Persona de Mediana Edad , Metástasis de la Neoplasia , Redes Neurales de la ComputaciónRESUMEN
OBJECTIVE: Soluble mesothelin-related peptide (SMRP) may be useful in the diagnosis and detection of early stage mesothelioma. We investigated the SMRP upfront predictive role for mesothelioma in asbestos-exposed workers. METHODS: A total of 1,715 subjects underwent a first visit and were invited for a follow-up after 1 and 2 years, with a clinical examination and blood sampling. SMRP was measured by an ELISA assay. RESULTS: Median SMRP at the first visit was 0.45 [interquartile range (IQR) i.e. 25th-75th percentile: 0.30-0.67 nmol/l]. In all, 1,676 subjects (97.8%) were followed up for a median period of 47.1 months. SMRP was measured at the first visit and at both follow-up visits in 1,536 subjects. At follow-up, 3 subjects were diagnosed with an epithelioid mesothelioma. In these cases, SMRP at the first visit ranged from 0.17 to 0.52 nmol/l. Malignant pleural mesothelioma was diagnosed 9-17 months after the last SMRP evaluation. No SMRP variation was observed during the follow-up. Other 61 miscellaneous cancers were diagnosed (median SMRP at first visit: 0.50 nmol/l, IQR: 0.34-0.71 nmol/l). CONCLUSIONS: Our results did not support the usefulness of SMRP as an early marker for the detection of the disease for a time interval of 1 year.
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Amianto/efectos adversos , Biomarcadores de Tumor/sangre , Proteínas Ligadas a GPI/sangre , Neoplasias Pulmonares/diagnóstico , Mesotelioma/diagnóstico , Exposición Profesional , Neoplasias Pleurales/diagnóstico , Anciano , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/sangre , Mesotelina , Mesotelioma/sangre , Mesotelioma Maligno , Persona de Mediana Edad , Neoplasias Pleurales/sangre , Estudios ProspectivosRESUMEN
Activated leukocyte cell adhesion molecule (ALCAM) is involved in cell-cell interactions in cancer. Shedding of its ectodomain by the metalloprotease ADAM17/TACE generates a soluble form (sALCAM). Here, we show that serum sALCAM levels were significantly higher in epithelial ovarian cancer (EOC) (p < 0.005) than in controls. The performance of sALCAM as classifier, tested by receiver operating characteristic curve, resulted in an area under the curve (AUC) of 0.8067. Serum sALCAM levels showed direct correlation with Carbohydrate Antigen-125 (CA125/MUC16). Moreover, significantly higher levels were found in type II tumors, even in stage I/II, suggesting that elevated sALCAM is an early feature of aggressive EOC. In addition, sALCAM levels were higher in ascites than in sera, suggesting local processing of ALCAM in the peritoneal cavity. In immunodeficient mice, intraperitoneally implanted with a human EOC cell line, human sALCAM progressively increased in serum and was even higher in the ascites. The biochemical characterization of the sALCAM in EOC sera and ascites, showed two predominant forms of approximately 95 and 65 kDa but no EOC-specific isoform. In addition, full-length transmembrane ALCAM but no soluble form was detected in tumor-derived exosomes found in ascites. Finally, in vitro invasion assays showed that inhibition of ADAM17/TACE activity decreased EOC invasive properties, while opposite effects were mediated by a sALCAM-Fc chimera and by an antibody interfering with ALCAM/ALCAM interactions. Altogether these data suggest that sALCAM is a marker of EOC, which correlates with more aggressive type II tumors, and that ADAM17/TACE activity and sALCAM itself mediate enhanced invasiveness.
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Adenocarcinoma Mucinoso/diagnóstico , Antígenos CD/sangre , Biomarcadores de Tumor/sangre , Moléculas de Adhesión Celular Neuronal/sangre , Cistadenocarcinoma Seroso/diagnóstico , Neoplasias Endometriales/diagnóstico , Proteínas Fetales/sangre , Neoplasias Glandulares y Epiteliales/diagnóstico , Neoplasias Ováricas/diagnóstico , Adenocarcinoma Mucinoso/sangre , Adulto , Anciano , Animales , Ascitis/metabolismo , Western Blotting , Carcinoma Epitelial de Ovario , Estudios de Casos y Controles , Cistadenocarcinoma Seroso/sangre , Neoplasias Endometriales/sangre , Exosomas/metabolismo , Femenino , Citometría de Flujo , Estudios de Seguimiento , Humanos , Inmunoprecipitación , Ratones , Ratones Endogámicos NOD , Ratones Desnudos , Ratones SCID , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Neoplasias Glandulares y Epiteliales/sangre , Neoplasias Ováricas/sangre , Ovario/metabolismo , Pronóstico , Estudios Prospectivos , Células Tumorales CultivadasRESUMEN
OBJECTIVES: The Cancer of RESpiratory Tract (CREST) biorepository was established to investigate biological mechanisms and to develop tools and strategies for primary and secondary prevention of respiratory tract cancer. The CREST biorepository is focused on pleural malignant mesothelioma, a rare and severe cancer linked to asbestos exposure whose incidence is particularly high in the Ligurian region. METHODS: The CREST biorepository includes biological specimens from (a) patients with pleural malignant mesothelioma and lung cancer, (b) patients with nonneoplastic respiratory conditions, and (c) control subjects. Whole blood, plasma, serum, lymphocytes, pleural fluid, saliva, and biopsies are collected, and a questionnaire is administered. Collection, transportation, and storage are done according to international standards. RESULTS: As of January 31, 2008, the overall number of subjects recruited was 1,590 (446 lung cancer, 209 pleural malignant mesothelioma, and 935 controls). The biorepository includes a total of 10,055 aliquots (4,741 serum; 3,082 plasma; 1,599 whole blood; 633 pleural fluid; and 561 lymphocytes) and 107 biopsies. Demographic, clinical, and epidemiologic information is collected for each subject and processed in a dedicated database. CONCLUSIONS: The CREST biorepository is a valuable tool for molecular epidemiology and translational studies. This structure relies on a network of contacts with local health districts that allows for an active search for patients. This is a particularly efficient approach, especially when the object of the study is a rare cancer type. The CREST experience suggests that the presence of limited resources can be overcome by the biorepository specialization, the high quality of the epidemiologic information, and the variety of samples.
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Mesotelioma/epidemiología , Epidemiología Molecular , Neoplasias Pleurales/epidemiología , Bancos de Tejidos , Biomarcadores de Tumor/análisis , Humanos , Consentimiento Informado , Italia/epidemiología , Mesotelioma/genética , Neoplasias Pleurales/genética , Enfermedades Respiratorias/epidemiología , Enfermedades Respiratorias/genética , Encuestas y Cuestionarios , Bancos de Tejidos/éticaRESUMEN
BACKGROUND: The predictive and prognostic role of neuron-specific enolase (NSE) in non-small cell lung cancer (NSCLC) is still under debate. PATIENTS AND METHODS: To study these aspects, serum NSE was prospectively measured at baseline of first-line chemotherapy treatment and tested for correlation with clinical outcome in 129 advanced NSCLC patients. RESULTS: An objective response was achieved in 27 out of 65 (41.5%) patients with NSE < 8.6 ng/ml and in 38 out of 64 (59.4%) patients with NSE > or = 8.6 ng/ml (p = 0.05). Logistic analysis confirmed the positive association between objective response and NSE values > or = 8.6 ng/ml (odds ratio = 1.69; 95% confidence interval: 1.09-2.63; p = 0.02). Overall median survival was 10.8 months. A statistically significant prognostic effect on survival was found for performance status, stage and response to treatment, but not for baseline NSE value. CONCLUSION: Based on these data, baseline circulating tumor NSE levels appear to have a weak predictive role, but not a prognostic significance in patients with advanced NSCLC submitted to standard chemotherapy.
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Carcinoma de Pulmón de Células no Pequeñas/enzimología , Neoplasias Pulmonares/enzimología , Fosfopiruvato Hidratasa/metabolismo , Adulto , Anciano , Femenino , Humanos , Inmunohistoquímica , Masculino , Persona de Mediana Edad , Fosfopiruvato Hidratasa/biosíntesis , Fosfopiruvato Hidratasa/sangre , Valor Predictivo de las Pruebas , Pronóstico , Estudios ProspectivosRESUMEN
BACKGROUND: Owing to its large molecular size, polyethylene glycol (PEG)-precipitable thyrotropin (TSH) can accumulate in the circulation, elevating TSH levels. PEG-precipitable TSH can be used to detect macro-TSH (mTSH) in serum. Our aim was to evaluate the prevalence of mTSH in patients who had undergone thyroidectomy for thyroid cancer. METHODS: Seventy-three thyroid cancer patients and 24 control subjects on levothyroxine (LT4) TSH-suppressive or replacement therapy were evaluated. Screening for mTSH was performed by adding PEG to serum in order to precipitate γ-globulin. A percentage of PEG-precipitable TSH ≥80% was considered suggestive of mTSH. RESULTS: No correlation between free-T4 (fT4) and TSH levels was found. PEG-precipitable TSH was 39.3%±1.9% in thyroid cancer patients and 44.1%±3.9% in controls. Macro-TSH was deemed to be present in one thyroid cancer patient and in two control subjects. Only in the thyroid cancer group was PEG-precipitable TSH found to be negatively correlated with fT4 concentration. No correlation was found between PEG-precipitable TSH and other clinical conditions in any patients. CONCLUSION: The presence of mTSH seems to be a rare phenomenon in thyroid cancer. In some patients with low PEG-precipitable TSH, a reduction in LT4 dosage could be suggested. LT4 dosage adjusted to body weight is the main factor in maintaining TSH in a semi-suppressed or normal range. Evaluation of mTSH could be necessary in patients in whom a balance is required between adequate TSH suppression and the avoidance of unnecessary exogenous hyperthyroxinemia.
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The role of CYP1A1, GSTM1, GSTT1, EPHX1, and NAT2 genotypes in susceptibility to malignant mesothelioma (MM) was compared in two case-control studies, previously conducted in two countries where different types of asbestos fibers have been used [Hirvonen et al., 1995. Inherited GSTM1 and NAT2 defects as concurrent risk modifiers in asbestos-related human malignant mesothelioma. Cancer Res. 55, 2981-2983; Hirvonen et al., 1996. Glutathione S-Transferase and N-Acetyltransferase genotypes and asbestos-associated pulmonary disorders. J. Natl. Cancer Inst.88, 1853-1856; Neri et al., 2005. Pleural malignant mesothelioma, genetic susceptibility and asbestos exposure. Mutat. Res. 592, 36-44]. Fifty-seven asbestos-exposed MM patients and 255 controls were recruited in Italy, 48 cases and 121 controls in Finland. In order to make the two studies comparable, they have been updated and new genotyping analyses have been performed. The NAT2 fast acetylator and EPHX1 low-activity genotypes were positively associated with MM in the Italian study, while they were negatively associated with this malignancy in the Finnish one. A combined significant effect was also observed in the Italian study for the NAT2 fast acetylator and EPHX1 low-activity genotypes, while this combination was protective in the Finnish study. Combination of NAT2 fast acetylator and GSTM1 null genotype posed a significantly increased risk of MM in the Italian, but not in the Finnish study. The opposite results obtained in Finland and Italy may be ascribed to random chance, but a role may be hypothesized for the fact that different types of asbestos have been used in the two countries.
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Amianto/toxicidad , Predisposición Genética a la Enfermedad , Mesotelioma/genética , Neoplasias Pleurales/genética , Arilamina N-Acetiltransferasa/genética , Estudios de Casos y Controles , Epóxido Hidrolasas/genética , Finlandia , Genotipo , Glutatión Transferasa/genética , Humanos , Italia , Mesotelioma/inducido químicamente , Mesotelioma/epidemiología , Exposición Profesional/efectos adversos , Oportunidad Relativa , Neoplasias Pleurales/inducido químicamente , Neoplasias Pleurales/epidemiologíaAsunto(s)
Inhibidores de la Aromatasa/uso terapéutico , Neoplasias de la Mama Masculina/sangre , Neoplasias de la Mama Masculina/tratamiento farmacológico , Estrona/análogos & derivados , Hormona Folículo Estimulante/sangre , Testosterona/sangre , Estrona/sangre , Humanos , Masculino , Persona de Mediana EdadRESUMEN
Alterations of the p53 gene may lead to the production of detectable autoantibodies (p53-Abs) in cancer patients. In order to evaluate the association of p53-Abs with pleuropulmonary diseases, four groups of subjects were analyzed by ELISA for serum p53-Abs, in the framework of a molecular epidemiologic study. Two of 30 pleural malignant mesothelioma patients (MM; 6.7%) and 8/48 lung cancer patients (LC; 16.7%) were seropositive, while all 51 healthy controls (HC) were negative. Two of 55 (3.6%) at-risk controls (RC) with non-malignant respiratory diseases were positive and were not subsequently diagnosed any cancer. The difference was statistically significant between LC and RC or HC (P = 0.01), but not between MM and any other group. No correlation was found with age, sex, cancer stage or histology, cigarette smoking or occupational exposure. A longer survival (not significant) was shown in seropositive LC but not in MM. p53 expression in tumor tissue was also evaluated in a subgroup of MM. In conclusion, the presence of detectable p53-Abs in serum was associated in a statistically significant proportion of cases with LC but only occasionally with MM. The longer survival among positive LC patients and the presence of two seropositive among patients with non-neoplastic respiratory diseases should be further investigated.
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Anticuerpos Antineoplásicos/sangre , Autoanticuerpos/sangre , Biomarcadores de Tumor/sangre , Enfermedades Pulmonares/inmunología , Mesotelioma/inmunología , Neoplasias Pleurales/inmunología , Proteína p53 Supresora de Tumor/inmunología , Anciano , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Carcinoma de Células Pequeñas/diagnóstico , Carcinoma de Células Pequeñas/inmunología , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/inmunología , Estudios de Casos y Controles , Ensayo de Inmunoadsorción Enzimática , Femenino , Humanos , Enfermedades Pulmonares/diagnóstico , Neoplasias Pulmonares , Masculino , Mesotelioma/diagnóstico , Persona de Mediana Edad , Estadificación de Neoplasias , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/inmunología , Neoplasias Pleurales/diagnóstico , Pronóstico , Estudios Prospectivos , Factores de Riesgo , Tasa de SupervivenciaRESUMEN
CYFRA 21-1 and CEA have been applied for the differential diagnosis of malignant pleural mesothelioma (MPM). The soluble mesothelin-related peptide (SMRP) has been proposed as a specific marker for distinguishing MPM from benign diseases and other malignancies in pleural effusions (PEs). In this study, we evaluated the usefulness of SMRP in PEs in the detection of mesotheliomas by comparing it with that of CYFRA 21-1, CEA, and with cytological examination. One hundred and seventy-seven consecutive patients (57 MPM, 64 metastatic tumors, and 56 benign diseases) were evaluated using commercial tests. The performance of the markers was analyzed by standard ROC analysis methods, using the area under a ROC curve (AUC) as a measure of accuracy. CYFRA 21-1 better differentiated malignant from benign effusions. The corresponding area under the receiver operating characteristic curve was 0.87, while it was 0.74 for SMRP and 0.64 for CEA (p < 0.001). Conversely, SMRP differentiated MPM from all other PEs better than both CYFRA 21-1 and CEA (AUC = 0.84, 0.76, and 0.32, respectively, p = 0.003). Low levels of CEA were associated with a MPM diagnosis. The AUC for differentiating MPM from metastases was 0.81 for SMRP, 0.61 for CYFRA 21-1, and 0.20 for CEA (p < 0.001). In cases with negative or suspicious cytology, SMRP and CYFRA 21-1 identified 36/71 and 46/66 malignant PEs (29 and 31 MPM, respectively). Only 1 MPM showed a high CEA concentration. No single marker showed the best performance in any comparison. Results suggest that SMRP could improve CYFRA 21-1 and CEA accuracy in the differential diagnosis of MPM.
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Antígenos de Neoplasias , Biomarcadores de Tumor/biosíntesis , Proteínas Ligadas a GPI , Queratina-19 , Neoplasias Pulmonares/metabolismo , Mesotelioma/metabolismo , Derrame Pleural Maligno/metabolismo , Receptores de Superficie Celular/química , Anciano , Anciano de 80 o más Años , Antígenos de Neoplasias/biosíntesis , Antígenos de Neoplasias/química , Biomarcadores de Tumor/química , Diagnóstico Diferencial , Femenino , Proteínas Ligadas a GPI/biosíntesis , Proteínas Ligadas a GPI/química , Humanos , Queratina-19/biosíntesis , Queratina-19/química , Neoplasias Pulmonares/química , Neoplasias Pulmonares/diagnóstico , Masculino , Mesotelina , Mesotelioma/química , Mesotelioma/diagnóstico , Mesotelioma Maligno , Persona de Mediana Edad , Derrame Pleural Maligno/diagnóstico , Receptores de Superficie Celular/biosíntesis , Receptores de Superficie Celular/metabolismoRESUMEN
The soluble mesothelin-related peptide (SMRP), a candidate marker for screening of subjects with asbestos exposure, is influenced by some individual and clinical factors. The aim of this study was to quantify the role of age, smoking, weight, presence of diseases and exposure to asbestos on serum SMRP levels in a large series of subjects exposed to asbestos, possible candidates for mesothelioma screening. One thousand seven hundred and four participants underwent clinical examination and were interviewed on medical anamnesis, occupation, smoking and weight. SMRP was measured by an ELISA assay. Overall, median SMRP was 0.4 (IQR 25-75: 0.3-0.7) nmol/l. It was higher in current smokers and in subjects with a cumulative asbestos exposure >50 ff/cc/years than in all the other subjects (p < 0.001 and p = 0.002, respectively). SMRP was positively correlated with age (ρ = 0.11, p < 0.001) and, inversely, with BMI (ρ = -0.15, p < 0.001). SMRP was lower in healthy subjects (n = 1,217: median 0.4 nmol/l) than in subjects with malignant tumors (n = 118: 0.5 nmol/l; p = 0.01), asbestos-related pleural lesions (plaques or thickenings, n = 152: 0.6 nmol/l; p < 0.001) and other benign diseases (n = 182: 0.5 nmol/l; p = 0.04). Multivariate analysis revealed significant predictors of increased SMRP: age >57 years, current smoking, a positive anamnesis for cancer and for asbestos-related pleural lesions, and BMI < 25. Some clinical and demographic variables are associated with serum SMRP levels. The degree of these associations is low, nevertheless they should be accounted for in the interpretation of SMPR as a candidate marker predictive of mesothelioma. The potential predictive value of serum SMRP in screening/surveillance programs must be validated in prospective studies.
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Biomarcadores de Tumor/sangre , Detección Precoz del Cáncer/métodos , Proteínas Ligadas a GPI/sangre , Mesotelioma/diagnóstico , Anciano , Amianto/efectos adversos , Ensayo de Inmunoadsorción Enzimática , Humanos , Masculino , Mesotelina , Mesotelioma/sangre , Persona de Mediana Edad , Exposición Profesional/efectos adversos , FumarRESUMEN
Advances in molecular epidemiology and translational research have led to the need for biospecimen collection. The Cancer of the Respiratory Tract (CREST) biorepository is concerned with pleural malignant mesothelioma (MM) and lung cancer (LC). The biorepository staff has collected demographic and epidemiological data directly from consenting subjects using a structured questionnaire, in agreement with The Public Population Project in Genomics (P(3)G). Clinical and follow-up data were collected. Sample data were also recorded. The architecture is based on a database designed with Microsoft Access. Data standardization was carried out to conform with established conventions or procedures. As from January 31, 2011, the overall number of recruited subjects was 1,857 (454 LC, 245 MM, 130 other cancers and 1,028 controls). Due to its infrastructure, CREST was able to join international projects, sharing samples and/or data with other research groups in the field. The data management system allows CREST to be involved, through a minimum data set, in the national project for the construction of the Italian network of Oncologic BioBanks (RIBBO), and in the infrastructure of a pan-European biobank network (BBMRI). The CREST biorepository is a valuable tool for translational studies on respiratory tract diseases, because of its simple and efficient infrastructure.
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BACKGROUND: Prostate cancer is the second most frequent cause of tumor-related deaths in men in Western countries. The selection and evaluation of new markers might help to overcome the limits of the most widely used diagnostic tool, the prostate-specific antigen (PSA) test, often combined with digital rectal examination (DRE). Osteopontin (OPN) is an integrin-binding glycoprotein that has recently been shown to be related to tumor development, progression and metastasis in both experimental and clinical studies. The present study compares plasma OPN levels and tumor presence and grade in a group of PSA/DRE-positive patients referred for diagnostic prostate biopsy. METHODS: Plasma OPN levels were measured by enzyme-linked immunosorbent assay in blood samples of 194 PSA/DRE-positive patients referred for diagnostic prostate biopsy. OPN measurements were compared with PSA levels and tumor presence and grade as established by needle biopsy. RESULTS: Plasma OPN levels were not increased in patients with prostate cancer, and in patients with high-grade prostate cancer the plasma OPN levels were not different from those in patients with low-grade or no prostate cancer. CONCLUSIONS: In PSA/DRE-positive patients referred for diagnostic prostate biopsy, OPN does not appear to be a plasma marker able to detect prostate cancer or high-grade prostate cancer.
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Biomarcadores de Tumor/sangre , Osteopontina/sangre , Próstata/patología , Neoplasias de la Próstata/diagnóstico , Anciano , Anciano de 80 o más Años , Biopsia , Estudios de Casos y Controles , Humanos , Masculino , Persona de Mediana Edad , Antígeno Prostático Específico/sangre , Hiperplasia Prostática/diagnóstico , Neoplasias de la Próstata/patologíaRESUMEN
BACKGROUND: The authors assessed the predictive and prognostic role of decline in the serum levels of carcinoembryonic antigen (CEA) and cytokeratin 19 fragment (CYFRA 21-1) during chemotherapy in patients with advanced nonsmall cell lung cancer (NSCLC). METHODS: Changes in serum levels of CEA and CYFRA 21-1 during first-line, conventional chemotherapy were studied prospectively with an immunometric assay at baseline and every 2 courses in 117 patients with advanced NSCLC. Data were correlated with radiologic objective response (OR) and survival. RESULTS: One hundred seven patients were evaluable for radiologic and serologic response assessment after 2 chemotherapy courses. The radiologic OR rate was 44% overall. The CEA and CYFRA 21-1 responses (> or =20% reduction over baseline level; assessed after the second course of chemotherapy) were 38% and 61%, respectively. Statistically significant correlations were observed between CEA and CYFRA 21-1 responses and OR (P = .01 and P = .004, respectively). The median survival from response assessment (landmark analysis) was 9 months. In a univariate analysis, disease stage, performance status, baseline lactate dehydrogenase level (LDH), OR, CEA response, and CYFRA 21-1 response were correlated significantly with survival. In particular, the median survival was 13 months for patients who had a CEA response and 11 months for patients who had a CYFRA 21-1 response compared with 8 months and 6 months for patients who did not respond, respectively. In a multivariate analysis, performance status (P = .005), baseline LDH level (P = .02), CEA response (P = .03) and CYFRA 21-1 response (P = .01) were confirmed as independent prognostic factors for survival. CONCLUSIONS: CEA and CYFRA 21-1 responses appeared to be reliable surrogate markers of chemotherapy efficacy in patients with advanced NSCLC.
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Antígenos de Neoplasias/sangre , Biomarcadores de Tumor/sangre , Antígeno Carcinoembrionario/sangre , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Queratinas/sangre , Neoplasias Pulmonares/tratamiento farmacológico , Adulto , Anciano , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Femenino , Humanos , Queratina-19/sangre , Neoplasias Pulmonares/mortalidad , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Resultado del TratamientoRESUMEN
Overexpression of platelet-derived growth factor (PDGF) has been observed in lung and pleural tumors. The aim of this study was to evaluate the diagnostic and prognostic role of serum PDGF in pleural mesothelioma (PM). Four groups of subjects were studied: 93 malignant PM patients, 33 primary non small cell lung cancer patients, 51 subjects exposed to asbestos, defined as high-risk controls, and 24 healthy controls. PDGF-AB mean concentration was higher in PM patients (45.8 ng/ml) than in high-risk controls (33.1 ng/ml) and healthy controls (26.8 ng/ml). Using the cut-off level of 49.8 ng/ml, corresponding to the mean+2SD of PDGF-AB in healthy controls, 43% of PM patients showed positive PDGF-AB levels. Survival was evaluated in 82 PM patients. At the end of the follow-up (median 9.8 months) 80.5% of patients had died. Median survival was 13.1 and 7.9 months for patients with PDGF-AB lower and higher than the cut-off, respectively. Adjusting for age, sex, histology and platelet count, positive PDGF-AB levels were associated with lower survival (OR=1.2, 95%CI: 0.9-1.6), even if not significantly so. In conclusion, serum PDGF may represent a useful additional parameter to prognostic factors already available for PM.
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Biomarcadores de Tumor/sangre , Neoplasias Pulmonares/patología , Mesotelioma/patología , Factor de Crecimiento Derivado de Plaquetas/análisis , Neoplasias Pleurales/patología , Factores de Edad , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Factores de Riesgo , Factores Sexuales , Análisis de SupervivenciaRESUMEN
OBJECTIVE: Sialyl Lewis(x) (sLe(x)) is one ligand for E selectin (CD62E), a glycoprotein that is expressed on activated endothelial cells. Adhesion mediated by endothelial E selectin and sLe(x) expressed on human tumor cells could be relevant for the development of metastases. The aim of this study was to investigate whether or not a correlation exists between pre-operative levels of ganglioside serum sLe(x) and disease-free interval and survival in colorectal cancer patients. PATIENTS AND METHODS: Thirty Duke's B and 52 Duke's C patients undergoing resection for colorectal cancer were studied. The median follow-up time was 34.8 months. A pool of 57 sera from normal subjects was used as an Internal Normal Standard (INS). sLe(x) analyses were performed by a thin layer chromatography (TLC) immunostaining technique. Results were expressed as the ratio (R) between bands of INS and bands from each neoplastic serum. RESULTS: The median R value was 0.80 in normal subjects, 0.70 in Duke's B patients and 1.0 in Duke's C patients. No significant differences were detected between sLe(x) concentrations in sera from normal and neoplastic subjects (p = 0.1). Using an arbitrary cutoff of R = 0.9, the mean disease-free interval in the whole series was 47.4 months for R <0.9 and 126.0 months for R > or = 0.9 (p = 0.04). The survival time was 76.8 months for patients with R values <0.9 and 156.3 months for patients with R values > or =0.9 (p = 0.1). CONCLUSIONS: High serum levels of ganglioside sLe(x) significantly correlate with a favorable prognosis and with a lower occurrence of metastases. It is conceivable that soluble sLe(x) may compete with membrane-bound sLe(x) in the course of interactions between activated endothelium and tumor cells that have reached the circulation.
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Biomarcadores de Tumor/sangre , Neoplasias Colorrectales/mortalidad , Antígeno Lewis X/sangre , Oligosacáridos/sangre , Anciano , Estudios de Casos y Controles , Cromatografía en Capa Delgada , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/patología , Neoplasias Colorrectales/cirugía , Supervivencia sin Enfermedad , Femenino , Humanos , Italia , Masculino , Metástasis de la Neoplasia , Pronóstico , Antígeno Sialil Lewis X , Análisis de SupervivenciaRESUMEN
We determined c-erbB-2 protein level in serum of 86 primary lung cancer patients (78 non-small cell lung carcinomas (NSCLC), 3 small cell carcinomas, 5 not histologically defined) and in 61 controls. Aim of this study was to evaluate the clinical usefulness of c-erbB-2 as marker for lung cancer diagnosis. The protein was measured with a commercially available sandwich enzyme immunoassay. Mean levels of c-erbB-2 were 72.8 +/- 122.3 fmol/ml in lung cancers and 64.6 +/- 17.5 fmol/ml in controls (P = 0.2). No association was found between c-erbB-2 levels and histotype, tumor stage, sex and smoking habits. Among NSCLC, only four patients showed a c-erbB-2 concentration higher than the selected cut-off value of 99.6 fmol/ml. Subjects with levels higher than the 75th percentile in tumors (73 fmol/ml) had a shorter median survival than those with lower levels (6.3 months versus 10.0 months, P = 0.003). Our results indicated that serum c-erbB-2 protein is not a reliable diagnostic marker. There is, however, a suggestion of a possible clinical usefulness in terms of survival prediction.