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1.
PLoS One ; 9(2): e87947, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24498409

RESUMEN

Recommendations for lung cancer screening present a tangible opportunity to integrate predictive blood-based assays with radiographic imaging. This study compares performance of autoantibody markers from prior discovery in sample cohorts from two CT screening trials. One-hundred eighty non-cancer and 6 prevalence and 44 incidence cancer cases detected in the Mayo Lung Screening Trial were tested using a panel of six autoantibody markers to define a normal range and assign cutoff values for class prediction. A cutoff for minimal specificity and best achievable sensitivity were applied to 256 samples drawn annually for three years from 95 participants in the Kentucky Lung Screening Trial. Data revealed a discrepancy in quantile distribution between the two apparently comparable sample sets, which skewed the assay's dynamic range towards specificity. This cutoff offered 43% specificity (102/237) in the control group and accurately classified 11/19 lung cancer samples (58%), which included 4/5 cancers at time of radiographic detection (80%), and 50% of occult cancers up to five years prior to diagnosis. An apparent ceiling in assay sensitivity is likely to limit the utility of this assay in a conventional screening paradigm. Pre-analytical bias introduced by sample age, handling or storage remains a practical concern during development, validation and implementation of autoantibody assays. This report does not draw conclusions about other logical applications for autoantibody profiling in lung cancer diagnosis and management, nor its potential when combined with other biomarkers that might improve overall predictive accuracy.


Asunto(s)
Anticuerpos Antineoplásicos/inmunología , Biomarcadores de Tumor/sangre , Detección Precoz del Cáncer , Neoplasias Pulmonares/epidemiología , Neoplasias Pulmonares/inmunología , Tomografía Computarizada por Rayos X/métodos , Anciano , Anticuerpos Antineoplásicos/sangre , Biomarcadores de Tumor/inmunología , Estudios de Casos y Controles , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Estudios Longitudinales , Neoplasias Pulmonares/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Estudios Prospectivos , Análisis por Matrices de Proteínas
2.
Cancer Biol Ther ; 10(3): 267-72, 2010 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-20543565

RESUMEN

Autoantibody profiling is a developing approach that incorporates immune recognition of myriad aberrant cancer proteins into a single diagnostic assay. We have previously described methodology to screen T7-phage NSCLC-cDNA libraries for phage-expressed proteins recognized by NSCLC-associated antibodies, and developed a multiplex assay that has excellent ability to discriminate NSCLC from control samples. This follow-up report describes the development and testing of a diagnostic autoantibody assay that uses seven amino-acid peptides as capture proteins. A random-peptide M13-phage library was screened for proteins recognized by cancer-associated antibodies. One hundred twenty-one NSCLC case and control samples were divided into two groups for training and validation, or alternately, evaluated sequentially in a leave-one-out analysis. Candidate antibody-markers were ranked by statistical discrimination between cases and controls. Receiver-Operating-Characteristic (ROC-AUC) suggested the predictive potential of various marker combinations. A five-marker combination (AUC = 0.982) afforded 90% sensitivity and 73% specificity in a training-and-testing strategy. Leave-one-out validation provided similar class prediction. Data confirm the potential of antibody profiling to provide high levels of cancer prediction. Random peptide libraries offer a universal source of capture proteins for antibody profiling that obviates the need for tumor-specific library construction and abrogates inherent problems with tumor heterogeneity during biomarker discovery.


Asunto(s)
Autoanticuerpos/sangre , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Neoplasias Pulmonares/inmunología , Anciano , Secuencia de Aminoácidos , Aminoácidos/sangre , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/inmunología , Carcinoma de Pulmón de Células no Pequeñas/sangre , Estudios de Casos y Controles , Femenino , Ensayos Analíticos de Alto Rendimiento , Humanos , Neoplasias Pulmonares/sangre , Masculino , Biblioteca de Péptidos , Análisis de Secuencia de ADN
3.
J Thorac Oncol ; 1(6): 513-9, 2006 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-17409910

RESUMEN

BACKGROUND: A blood test for non-small cell lung cancer (NSCLC) may be a valuable tool for use in a comprehensive lung cancer screening strategy. Here we report the potential of autoantibody profiling to detect early-stage and occult NSCLC. METHODS: T7-phage NSCLC cDNA libraries were screened with patient plasma to identify phage-expressed proteins recognized by tumor-associated antibodies. Two hundred twelve immunogenic phage-expressed proteins, identified from 4000 clones, were statistically ranked for their individual reactivity with 23 stage I cancer patient and 23 risk-matched control samples. All 46 samples were used as a training set to define a combination of markers that were best able to distinguish patient from control samples; this set of classifiers was then examined using leave-one-out cross-validation. Markers were then used to predict probability of disease in 102 samples from the Mayo Clinic CT Screening Trial (six prevalence cancer samples, 40 drawn 1 to 5 years before diagnosis, and 56 risk-matched controls). RESULTS: Measurements of the five most predictive antibody markers in 46 cases and controls were combined in a logistic regression model that yielded area under the receiver operating characteristics curve of 0.99; leave-one-out validation achieved 91.3% sensitivity and 91.3% specificity. In testing this marker set with samples from the Mayo Clinic Lung Screening Trial, we correctly predicted six of six prevalence cancers, 32 of 40 cancers from samples drawn 1 to 5 years before radiographic detection on incidence screening, and 49 of 56 risk-matched controls. CONCLUSIONS: Antibody profiling may be a useful tool for early detection of NSCLC.


Asunto(s)
Anticuerpos Antineoplásicos/inmunología , Carcinoma de Pulmón de Células no Pequeñas/epidemiología , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Neoplasias Pulmonares/epidemiología , Neoplasias Pulmonares/inmunología , Tamizaje Masivo/métodos , Anciano , Anticuerpos Antineoplásicos/sangre , Bacteriófago T7/genética , Biomarcadores de Tumor/sangre , Estudios de Casos y Controles , Estudios de Cohortes , Diagnóstico Precoz , Femenino , Biblioteca de Genes , Humanos , Incidencia , Modelos Logísticos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Valor Predictivo de las Pruebas , Análisis por Matrices de Proteínas , Curva ROC , Valores de Referencia , Sensibilidad y Especificidad
4.
Am J Respir Crit Care Med ; 172(10): 1308-14, 2005 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-16109979

RESUMEN

RATIONALE: Phenotypic and genotypic heterogeneity of lung cancer likely precludes the identification of a single predictive marker and suggests the importance of identifying and measuring multiple markers. OBJECTIVES: We describe the use of a fluorescent protein microarray to identify and measure multiple non-small cell lung cancer-associated antibodies and show how simultaneous measurements can be combined into a single diagnostic assay. METHODS: T7 phage cDNA libraries of non-small cell lung cancer were first biopanned with plasma samples from normal subjects and patients with non-small cell lung cancer to enrich the component of tumor-associated proteins, and then applied to microarray slides. Two hundred twelve immunogenic phage-expressed proteins were identified from roughly 4,000 clones, using high-throughput screening with patient plasmas and assayed with 40 cancer and 41 normal plasma samples. Twenty patient and 21 normal plasma samples were randomly chosen and used for statistical determination of the predictive value of each putative marker. Statistical analysis identified antibody reactivity to seven unique phage-expressed proteins that were significantly different (p < 0.01) between patient and normal groups. The remaining 20 patient and 20 normal plasma samples were used as an independent test of the predictive ability of the selected markers. MAIN RESULTS: Measurements of the 5 most predictive phage proteins were combined in a logistic regression model that achieved 90% sensitivity and 95% specificity in prediction of patient samples, whereas leave-one-out statistical analysis achieved 88.9% diagnostic accuracy among all 81 samples. CONCLUSION: Our data indicate that antibody profiling is a promising approach that could achieve high diagnostic accuracy for non-small cell lung cancer.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Neoplasias Pulmonares/diagnóstico , Análisis por Matrices de Proteínas , Anciano , Biomarcadores de Tumor , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Modelos Estadísticos , Curva ROC , Sensibilidad y Especificidad
5.
Cancer Lett ; 223(1): 143-50, 2005 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-15890247

RESUMEN

Defects in mismatch repair (MMR) genes, particularly the hMSH2 and hMLH1 genes, are associated with a variety of cancers including sporadic breast cancer. However, whether or not patient clinical background, e.g. age, progesterone receptor (PR), estrogen receptor (ER), tumor progression and stage, chemotherapy history, and menopausal status, influences MMR status is not understood. To address these issues, 83 archival breast cancer specimens were examined for expression of hMSH2 and hMLH1 by immunohistochemistry and the relationship between MMR protein expression and patient clinical background was analyzed. We detected lack of or reduced expression of hMSH2 and hMLH1 in 23 (27.7%) and 26 cases (31.3%), respectively, and hypermethylation of the hMLH1 promoter accounted for the majority of the cases with reduced expression of hMLH1. Statistical analysis revealed that (i) reduced expression of hMLH1 and hMSH2 seemed to confer advantage for the progression of breast tumors to more advanced stages; (ii) attenuated expression of hMLH1 correlated with history of chemotherapy, but not with age, menopause, or the status of PR and ER; (iii) hypermethylation of the hMLH1 promoter was linked with clinical stage and lymphatic metastasis. These analyses indicate that defective expression of MMR genes is closely associated with the development of sporadic breast cancer.


Asunto(s)
Neoplasias de la Mama/etiología , Proteínas de Unión al ADN/fisiología , Proteínas de Neoplasias/fisiología , Proteínas Nucleares/fisiología , Proteínas Proto-Oncogénicas/fisiología , Proteínas Adaptadoras Transductoras de Señales , Adulto , Anciano , Neoplasias de la Mama/química , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Proteínas Portadoras , Metilación de ADN , Proteínas de Unión al ADN/análisis , Femenino , Humanos , Inmunohistoquímica , Persona de Mediana Edad , Homólogo 1 de la Proteína MutL , Proteína 2 Homóloga a MutS , Proteínas de Neoplasias/análisis , Proteínas de Neoplasias/genética , Estadificación de Neoplasias , Proteínas Nucleares/análisis , Proteínas Nucleares/genética , Regiones Promotoras Genéticas , Proteínas Proto-Oncogénicas/análisis , Receptores de Estrógenos/análisis
6.
J Biomed Sci ; 12(1): 65-77, 2005.
Artículo en Inglés | MEDLINE | ID: mdl-15864740

RESUMEN

The polymeric immunoglobulin receptor (PIGR) mediates transport of IgA and IgM antibodies across mucosal and glandular epithelia. Several studies have utilized immunohistochemistry to demonstrate that PIGR expression varies in different types of lung carcinoma, and is down-regulated during tumor progression. We have previously shown in cultured tumor cell-lines that basal transcription of the PIGR gene is regulated by the transcription factors USF1, USF2 and AP2. To examine the mechanism by which PIGR expression is down-regulated in lung carcinoma, RNA was microdissected from formalin-fixed, paraffin-embedded lung carcinomas (14 adenocarcinomas and 8 squamous cell carcinomas). Levels of PIGR, USF1, USF2 and AP2-alpha mRNA were quantified by real-time reverse transcriptase-polymerase chain reaction and normalized to mRNA for the housekeeping gene GAPDH. PIGR mRNA levels were decreased in adenocarcinomas and squamous cell carcinomas relative to adjacent non-tumor tissue, and were inversely correlated with stage of differentiation. USF1 and USF2 mRNA levels were reduced in adenocarcinomas relative to non-tumor tissue, while AP2-alpha levels were elevated. Multivariate regression analysis demonstrated that reduced USF2 mRNA and increased AP2-alpha mRNA levels were predictive of down-regulated PIGR mRNA expression in the majority of adenocarcinomas and in moderately differentiated squamous cell carcinomas.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Proteínas de Unión al ADN/metabolismo , Regulación hacia Abajo , Neoplasias Pulmonares/metabolismo , Receptores de Inmunoglobulina Polimérica/metabolismo , Factores de Transcripción/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/patología , Proteínas de Unión al ADN/genética , Femenino , Humanos , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , ARN/análisis , Receptores de Inmunoglobulina Polimérica/genética , Estudios Retrospectivos , Estadística como Asunto , Factor de Transcripción AP-2 , Factores de Transcripción/genética , Factores Estimuladores hacia 5'
7.
Gynecol Oncol ; 92(2): 553-8, 2004 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-14766247

RESUMEN

OBJECTIVE: Expression analysis of estrogen receptor-beta (ER-beta) and estrogen receptor-alpha (ER-alpha) in tamoxifen-associated malignant endometrial tumors (TAMET) has not previously been published. Antiestrogens complexed with ER-beta have been reported to result in activation of the activator protein-1 (AP-1) pathway that may result in cell proliferation and tumor growth. In this study, the pathologic features and expression of ER-alpha, ER-beta and progesterone receptor (PR) in TAMET were determined and compared to matched cases of non-tamoxifen-associated endometrial cancers. METHODS: TAMET (n = 33) were evaluated for pathologic features (tumor type, grade, depth of myometrial invasion, lymphvascular space invasion and lymph node status), expression of ER-alpha, ER-beta and PR, and survival data (mean follow-up: 28.7 months). Each case was matched to two control patients with spontaneous endometrial cancers according to tumor type, grade and stage as well as patient age and weight (mean follow-up: 51.5 months). Formalin-fixed paraffin-embedded tissue sections were immunostained with anti-ER-alpha (1D5, Dako, Carpinteria, CA) and anti-PR (PgR636, Dako). Expression scores were determined as a sum of the product of staining intensity and proportion of cells staining (H-score). Deparaffinized sections of tumor were microdissected followed by RNA isolation. Quantification of ER-beta mRNA was performed by real-time quantitative RT-PCR with results expressed as a percentage of beta-actin mRNA. RESULTS: Of the 33 cases 20 were endometrioid (8 grade 1, 10 grade 2, 2 grade 3), 9 papillary serous and 4 malignant mullerian mixed tumors. Using a multivariate conditional regression model, TAMET had lower ER-alpha expression (P = 0.018), higher PR expression (P = 0.029), and more frequent expression of ER-beta (P = 0.032) as compared to control cases. Cases with TAMET had more deaths from cancer and significantly worse survival from disease than controls (P = 0.01 by a log rank test). CONCLUSION: TAMET are characterized by a lower expression of ER-alpha, higher expression of PR and more frequent expression of ER-beta as compared to spontaneous tumors. Differential expression of ER-alpha and ER-beta may alter the expression of key target genes (such as those induced by AP-1-dependent gene transcription), and contribute to the pathogenesis and clinical behavior of these tumors. Survival from disease was significantly worse for cases with TAMET as compared to controls.


Asunto(s)
Antineoplásicos Hormonales/efectos adversos , Neoplasias Endometriales/metabolismo , Neoplasias Endometriales/patología , Receptores de Estrógenos/biosíntesis , Receptores de Progesterona/biosíntesis , Tamoxifeno/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Neoplasias Endometriales/inducido químicamente , Receptor alfa de Estrógeno , Receptor beta de Estrógeno , Femenino , Humanos , Persona de Mediana Edad
8.
J Biomed Sci ; 10(6 Pt 2): 792-804, 2003.
Artículo en Inglés | MEDLINE | ID: mdl-14631119

RESUMEN

The human cell lines VACO-235 and VACO-411 constitute a novel in vitro model of colon adenoma to carcinoma progression. By differential display RT-PCR we identified a transcript that is expressed in the parental nontumorigenic adenoma line (VACO-235E), but is not expressed in the tumorigenic daughter (VACO-235L) or granddaughter (VACO-411) lines. This cDNA represents a previously uncharacterized portion of the 3'UTR of human PIGR. Human PIGR mRNA was found to be highly expressed in normal colon epithelium, but was decreased in 6 of 8 colon tumors and was negligible in 8 of 10 colon tumor cell lines. We sequenced the entire 1.8 kb 3'UTR of human PIGR, and found it to contain multiple repetitive elements as well as elements that could affect the processing and stability of PIGR mRNA. We hypothesize that differential regulation of PIGR mRNA stability may contribute to its downregulation in colon cancer.


Asunto(s)
Adenoma/genética , Carcinoma/genética , Neoplasias del Colon/genética , Expresión Génica/fisiología , Receptores de Inmunoglobulina Polimérica/genética , Secuencia de Bases , Northern Blotting , Línea Celular Tumoral , Mapeo Cromosómico , Cartilla de ADN , Humanos , Técnicas In Vitro , Datos de Secuencia Molecular , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Alineación de Secuencia , Análisis de Secuencia de ADN
9.
Oncogene ; 21(37): 5696-703, 2002 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-12173039

RESUMEN

Breast cancer is the most common cancer in women, but its pathogenesis is still unclear. Microsatellite instability (MSI) has been identified in breast cancer cells, suggesting an association with mismatch repair defects. To test this hypothesis, we investigated MSI, protein expression of hMSH2 and hMLH1, as well as genetic and epigenetic modifications of these two genes in 32 sporadic breast tumors. MSI was identified in 15 cases. Immunohistochemistry analysis revealed that all MSI cases but one had lower than normal expression of hMSH2 (nine cases), hMLH1 (12 cases), or both (seven cases). In tumors with MSI, both genetic and epigenetic modifications of these mismatch repair genes were also identified. Eight cases harbored mutations or polymorphisms in hMSH2 and hMLH1, and 10 exhibited hypermethylation in the promoter region of hMLH1. These results suggest that both genetic and epigenetic alterations of hMSH2 and especially of hMLH1 contribute to genomic instability and tumorigenesis in sporadic breast cancer.


Asunto(s)
Disparidad de Par Base , Neoplasias de la Mama/genética , Reparación del ADN/genética , Proteínas de Unión al ADN , Repeticiones de Microsatélite , Proteínas de Neoplasias/genética , Proteínas Proto-Oncogénicas/genética , Proteínas Adaptadoras Transductoras de Señales , Proteínas Portadoras , Metilación de ADN , Femenino , Humanos , Homólogo 1 de la Proteína MutL , Proteína 2 Homóloga a MutS , Mutación , Proteínas Nucleares , Regiones Promotoras Genéticas
10.
Am J Gastroenterol ; 97(7): 1822-7, 2002 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-12135043

RESUMEN

The clinical differentiation between hereditary nonpolyposis colorectal cancer (HNPCC) and attenuated familial adenomatous polyposis (AFAP) is very difficult. The 62-yr-old proband presented with duodenal adenocarcinoma. His history of subtotal colectomy for colon cancer, the rarity of duodenal adenocarcinoma in the general population, and his family history of colon cancer made us suspect that he might have FAP. We investigated this family by obtaining medical records and performing gene analysis. The proband had only 10 adenomatous colon polyps when he underwent subtotal colectomy for the cancer, so classic FAP was excluded. His family history included rectal cancer in his brother at 69 yr of age, colon cancer in his mother at 75 yr, and colon cancer in one maternal cousin at 42 yr. Three months after we started to study this family, the proband's 32-yr-old son presented with rectal cancer. His family fulfilled the Amsterdam criteria for HNPCC, but AFAP could not be excluded. Upon gene testing, the proband was negative for APC gene germline mutation, which made AFAP highly unlikely. Moreover, high microsatellite instability (MSI) was detected in his adenomas and cancer tissues. The fulfillment of Amsterdam criteria, the exclusion of FAP and AFAP, and the high MSI established the diagnosis of HNPCC in this family. We also summarize the differences between FAP, AFAP, and HNPCC; extend the graphic description of the MSI mechanism; and propose a diagnostic strategy for HNPCC.


Asunto(s)
Poliposis Adenomatosa del Colon/diagnóstico , Neoplasias Colorrectales/diagnóstico , Poliposis Adenomatosa del Colon/genética , Adulto , Anciano , Neoplasias Colorrectales/genética , Diagnóstico Diferencial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Linaje
11.
Cancer Invest ; 20(1): 11-23, 2002.
Artículo en Inglés | MEDLINE | ID: mdl-11852993

RESUMEN

Epidemiological studies have established associations between various reproductive factors and risk of ovarian cancer; it has also been observed that some of these risk factors are only associated with specific histological subgroups. To investigate the correlation of genetic alterations with these risk factors, we examined a consecutive series of 158 ovarian cancer cases treated at the University of Kentucky (1990-96). Common molecular genetic alterations (LOH on chromosome 17, P53 alterations, K-RAS mutations), histological and clinical characteristics of the disease, demographic patient information and survival were evaluated. These latter data were from the Kentucky Cancer Registry. Univariate analysis showed higher frequencies of chromosome 17 loss and P53 mutations in tumors of advanced stage and grade, and in older and post-menopausal women. Non-mucinous tumors were more likely to be classified as late stage, high-grade cancers, and to have chromosome 17 loss and P53 mutations. Survival analysis indicated that stage was the only independent significant variable. When stage was the outcome variable in multiple logistic regression analysis, histology and chromosome 17 loss were significantly associated with poor survival. This case-case study provides evidence that ovarian cancers of mucinous and non-mucinous histology are significantly different with respect to clinical characteristics, survival and molecular alterations. It also lends support to the hypothesis that ovarian cancer is a heterogeneous disease with distinct etiological factors and clinical outcomes, which may require different approaches to treatment.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Ováricas/genética , Neoplasias Ováricas/mortalidad , Adenocarcinoma Mucinoso/genética , Adenocarcinoma Mucinoso/mortalidad , Adenocarcinoma Mucinoso/patología , Adulto , Carcinoma Endometrioide/genética , Carcinoma Endometrioide/mortalidad , Carcinoma Endometrioide/patología , Cromosomas Humanos Par 17/genética , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Análisis Mutacional de ADN , ADN de Neoplasias/análisis , Femenino , Estudios de Seguimiento , Genes ras/genética , Variación Genética , Humanos , Pérdida de Heterocigocidad , Repeticiones de Microsatélite/genética , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Ováricas/patología , Polimorfismo Conformacional Retorcido-Simple , Tasa de Supervivencia , Proteína p53 Supresora de Tumor/genética
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