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1.
BMC Pulm Med ; 21(1): 184, 2021 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-34074264

RESUMO

BACKGROUND: Current interstitial lung disease (ILD) diagnostic guidelines assess criteria across clinical, radiologic and pathologic domains. Significant interobserver variation in histopathologic evaluation has previously been shown but the specific source of these discrepancies is poorly documented. We sought to document specific areas of difficulty and develop improved criteria that would reduce overall interobserver variation. METHODS: Using an internet-based approach, we reviewed selected images of specific diagnostic features of ILD histopathology and whole slide images of fibrotic ILD. After an initial round of review, we confirmed the presence of interobserver variation among our group. We then developed refined criteria and reviewed a second set of cases. RESULTS: The initial round reproduced the existing literature on interobserver variation in diagnosis of ILD. Cases which were pre-selected as inconsistent with usual interstitial pneumonia/idiopathic pulmonary fibrosis (UIP/IPF) were confirmed as such by multi-observer review. Cases which were thought to be in the spectrum of chronic fibrotic ILD for which UIP/IPF were in the differential showed marked variation in nearly all aspects of ILD evaluation including extent of inflammation and extent and pattern of fibrosis. A proposed set of more explicit criteria had only modest effects on this outcome. While we were only modestly successful in reducing interobserver variation, we did identify specific reasons that current histopathologic criteria of fibrotic ILD are not well defined in practice. CONCLUSIONS: Any additional classification scheme must address interobserver variation in histopathologic diagnosis of fibrotic ILD order to remain clinically relevant. Improvements to tissue-based diagnostics may require substantial resources such as larger datasets or novel technologies to improve reproducibility. Benchmarks should be established for expected outcomes among clinically defined subgroups as a quality metric.


Assuntos
Fibrose Pulmonar Idiopática/patologia , Doenças Pulmonares Intersticiais/patologia , Variações Dependentes do Observador , Padrões de Referência , Humanos , Fibrose Pulmonar Idiopática/diagnóstico , Internacionalidade , Doenças Pulmonares Intersticiais/diagnóstico , Reprodutibilidade dos Testes
2.
Am J Dermatopathol ; 37(8): 643-6, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25099358

RESUMO

Purpura fulminans (PF) is associated with several infections and most commonly with meningococcemia. However, there are only a few reports of this entity in association with toxic shock syndrome toxin-1-producing Staphylococcus aureus. We report a 53-year-old man who presented with fever, progressive hemodynamic instability, multiorgan failure, and thrombocytopenia following lobectomy for a solitary lung metastasis from rectal adenocarcinoma. He developed progressive generalized eruption of nonblanching red, purple, and black macules, papules, and plaques on the trunk and extremities consistent with PF. He died on postadmission day 3. Autopsy examination revealed purulent pleural exudate, which grew toxic shock syndrome toxin-1-producing S. aureus. Premortem and autopsy skin biopsies demonstrated epidermal necrosis, subepidermal bullae, and fibrin thrombi within small cutaneous vessels with minimal perivascular lymphocytic inflammation and without accompanying vasculitis. With this case report, we would like to draw attention to the fact that staphylococcal toxic shock syndrome-associated PF may be highly underrecognized and much more common than reflected in the literature.


Assuntos
Toxinas Bacterianas/metabolismo , Coagulação Intravascular Disseminada/microbiologia , Enterotoxinas/metabolismo , Neoplasias Pulmonares/cirurgia , Púrpura Fulminante/microbiologia , Infecções Estafilocócicas/complicações , Staphylococcus aureus/metabolismo , Superantígenos/metabolismo , Coagulação Intravascular Disseminada/patologia , Evolução Fatal , Humanos , Neoplasias Pulmonares/secundário , Masculino , Pessoa de Meia-Idade , Pneumonectomia/efeitos adversos , Púrpura Fulminante/patologia , Staphylococcus aureus/isolamento & purificação
3.
Cancer Cell Int ; 14(1): 4, 2014 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-24423208

RESUMO

BACKGROUND: Sorafenib was the first Food and Drug Administration approved anti-angiogenic therapy for renal cell carcinoma (RCC). Currently, there are no validated predictive biomarkers for sorafenib. Our purpose was to determine if sorafenib target expression is predictive of sorafenib sensitivity. METHODS: We used an automated, quantitative immunofluorescence-based method to determine expression levels of sorafenib targets VEGF, VEGF-R1, VEGF-R2, VEGF-R3, c-RAF, B-RAF, c-Kit, and PDGFR-ß in a cohort of 96 patients treated with sorafenib. To measure vasculature in the tumor samples, we measured microvessel area (MVA) by CD-34 staining. RESULTS: Of the markers studied, only high MVA was predictive of response (p = 0.005). High MVA was associated with smaller primary tumors (p = 0.005). None of the biomarkers studied was predictive of overall or progression-free survival. Using the Bonferroni adjustment correcting for 9 variables with an alpha of 0.05, MVA remained significantly associated with sorafenib response. CONCLUSIONS: Our results suggest that high MVA in tumor specimens might be associated with a greater likelihood of response to therapy. Further studies are needed to confirm these results in additional patients and in patients receiving other VEGF-R2 inhibitors, as MVA might be useful to improve patient selection for VEGF-R2 inhibitors.

4.
J Transl Med ; 11: 15, 2013 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-23316728

RESUMO

PURPOSE: Anti-angiogenic therapies are among the most commonly used drugs in renal cell carcinoma. Tumor vascularity, defined by microvessel area, may be associated with response to these drugs. Clinical studies suggest that metastatic sites are more responsive than primary tumors. Our purpose was to characterize microvessel area (MVA) in matched primary and metastatic samples and in samples of different histologies. METHODS: We employed a method of automated, quantitative analysis of in situ tumor components to identify the area of CD-34 staining endothelial cells within renal cell carcinoma tumors. MVA was assessed in corresponding primary and metastatic samples from 34 patients, as well as in 334 primary nephrectomy specimens with variable histologies. RESULTS: MVA measurements from different parts of the same tumor correlated well (R = 0.75), indicating that MVA was fairly uniform within a tumor. While MVA was slightly higher in primary tumors than corresponding metastatic sites, the difference was not statistically significant (P = 0.1). MVA in paired primary and metastatic samples correlated moderately well (R = 0.36). MVA was higher in clear cell than papillary histology and oncocytomas (P < 0.0001 and P = 0.018, respectively). CONCLUSIONS: Lack of significant differences MVA in matched primary and metastatic samples suggests that both types of tumors should respond to anti-angiogenic drugs. This should be confirmed on additional cohorts. Given the small cohort, future predictive biomarker studies entailing MVA measurements should include specimens from both sites. Clear cell carcinomas are more vascular than other histologic subtypes, which may explain the higher response rates to anti-angiogenic therapies in clear cell tumors.


Assuntos
Carcinoma de Células Renais/irrigação sanguínea , Neoplasias Renais/irrigação sanguínea , Metástase Neoplásica , Adulto , Idoso , Idoso de 80 Anos ou mais , Automação , Carcinoma de Células Renais/patologia , Carcinoma de Células Renais/cirurgia , Estudos de Coortes , Feminino , Imunofluorescência , Humanos , Neoplasias Renais/patologia , Neoplasias Renais/cirurgia , Masculino , Microvasos/patologia , Pessoa de Meia-Idade , Análise Serial de Tecidos
5.
BMC Clin Pathol ; 13: 3, 2013 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-23374878

RESUMO

BACKGROUND: Targeted therapies in renal cell carcinoma can have different effects on primary and metastatic tumors. To pave the way for predictive biomarker development, we assessed differences in expression of targets of currently approved drugs in matched primary and metastatic specimens from 34 patients. METHODS: Four cores from each site were embedded in tissue microarray blocks. Expression of B-Raf, C-Raf, cKIT, FGF-R1, HIF-2α, mTOR, PDGF-Rß, VEGF-R1, VEGF-R2, VEGF-R3, VEGF, VEGF-B, VEGF-C, VEGF-D, MEK1, and ERK1/2 was studied using a quantitative immunofluorescence method. RESULTS: No significant differences were observed in global expression levels in primary and metastatic renal cell carcinoma tumors, with the exception of MEK, which had higher expression in metastatic than primary specimens. Similarly, more ki67 positive cells were seen in metastatic specimens. Correlations between marker expression in primary and metastatic specimens were variable, with the lowest correlation seen for FGF-R1 and VEGF-D. There were no significant differences in the degree of heterogeneity in primary versus metastatic tumors. CONCLUSIONS: Expression of most of the studied markers was similar in primary and metastatic renal cell carcinoma tumors, suggesting that predictive biomarker testing for these markers can be conducted on either the primary or metastatic tumors for most markers.

6.
Proc Natl Acad Sci U S A ; 107(25): 11405-10, 2010 Jun 22.
Artigo em Inglês | MEDLINE | ID: mdl-20534448

RESUMO

After lactation, weaning causes mammary epithelial cell (MEC) apoptosis. MECs express the plasma membrane calcium-ATPase 2 (PMCA2), which transports calcium across the apical surface of the cells into milk. Here we show that PMCA2 is down-regulated early in mammary involution associated with changes in MEC shape. We demonstrate that loss of PMCA2 expression raises intracellular calcium levels and sensitizes MECs to apoptosis. In contrast, overexpression of PMCA2 in T47D breast cancer cells lowers intracellular calcium and protects them from apoptosis. Finally, we show that high PMCA2 expression in breast cancers is associated with poor outcome. We conclude that loss of PMCA2 expression at weaning triggers apoptosis by causing cellular calcium crisis. PMCA2 overexpression, on the other hand, may play a role in breast cancer progression by conferring resistance to apoptosis.


Assuntos
Apoptose , Neoplasias da Mama/metabolismo , Regulação Neoplásica da Expressão Gênica , Glândulas Mamárias Animais/metabolismo , Neoplasias Mamárias Animais/metabolismo , ATPases Transportadoras de Cálcio da Membrana Plasmática/metabolismo , Animais , Progressão da Doença , Humanos , Glândulas Mamárias Animais/patologia , Camundongos , Dados de Sequência Molecular , Análise de Sequência com Séries de Oligonucleotídeos , RNA Mensageiro/metabolismo , Resultado do Tratamento
7.
Breast Cancer Res ; 14(5): R124, 2012 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-22971274

RESUMO

INTRODUCTION: Mena, an Ena/VASP protein family member, is a key actin regulatory protein. Mena is up-regulated in breast cancers and promotes invasion and motility of tumor cells. Mena has multiple splice variants, including Mena invasive (MenaINV) and Mena11a, which are expressed in invasive or non-invasive tumor cells, respectively. We developed a multiplex quantitative immunofluorescence (MQIF) approach to assess the fraction of Mena lacking 11a sequence as a method to infer the presence of invasive tumor cells represented as total Mena minus Mena11a (called Menacalc) and determined its association with metastasis in breast cancer. METHODS: The MQIF method was applied to two independent primary breast cancer cohorts (Cohort 1 with 501 and Cohort 2 with 296 patients) using antibodies against Mena and its isoform, Mena11a. Menacalc was determined for each patient and assessed for association with risk of disease-specific death. RESULTS: Total Mena or Mena11a isoform expression failed to show any statistically significant association with outcome in either cohort. However, assessment of Menacalc showed that relatively high levels of this biomarker is associated with poor outcome in two independent breast cancer cohorts (log rank P = 0.0004 for Cohort 1 and 0.0321 for Cohort 2). Multivariate analysis on combined cohorts revealed that high Menacalc is associated with poor outcome, independent of age, node status, receptor status and tumor size. CONCLUSIONS: High Menacalc levels identify a subgroup of breast cancer patients with poor disease-specific survival, suggesting that Menacalc may serve as a biomarker for metastasis.


Assuntos
Biomarcadores Tumorais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Proteínas dos Microfilamentos/metabolismo , Adulto , Idoso , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/genética , Neoplasias da Mama/mortalidade , Estudos de Coortes , Feminino , Expressão Gênica , Humanos , Imuno-Histoquímica , Proteínas dos Microfilamentos/genética , Pessoa de Meia-Idade , Prognóstico , Isoformas de Proteínas , Reprodutibilidade dos Testes , Fatores de Risco , Análise de Sobrevida , Carga Tumoral
8.
J Am Chem Soc ; 133(11): 4073-8, 2011 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-21348512

RESUMO

In vertebrate animals, fibrillar collagen accumulates, organizes, and persists in structures which resist mechanical force. This antidissipative behavior is possibly due to a mechanochemical force-switch which converts collagen from enzyme-susceptible to enzyme-resistant. Degradation experiments on native tissue and reconstituted fibrils suggest that collagen/enzyme kinetics favor the retention of loaded collagen. We used a massively parallel, single molecule, mechanochemical reaction assay to demonstrate that the effect is derivative of molecular mechanics. Tensile loads higher than 3 pN dramatically reduced (10×) the enzymatic degradation rate of recombinant human type I collagen monomers by Clostridium histolyticum compared to unloaded controls. Because bacterial collagenase accesses collagen at multiple sites and is an aggressive cleaver of the collagen triple helical domain, the results suggest that collagen molecular architecture is generally more stable when mechanically strained in tension. Thus the tensile mechanical state of collagen monomers is likely to be correlated to their longevity in tissues. Further, strain-actuated molecular stability of collagen may constitute the fundamental basis of a smart structural mechanism which enhances the ability of animals to place, retain, and load-optimize material in the path of mechanical forces.


Assuntos
Colágeno Tipo I/metabolismo , Colágeno Tipo I/química , Humanos , Hidrólise , Cinética
9.
Lab Invest ; 91(8): 1253-61, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21519325

RESUMO

Pre-analytic variables, specifically cold ischemic time, have been implicated as key variables in the measurement of proteins by immunohistochemistry. To determine the significance and magnitude of antigenic loss due to pre-analytic variables, we have compared protein antigenicity in core needle biopsies, with essentially no cold ischemic time, with that in routinely processed tumor resection specimens. Two cohorts of matched core needle biopsies and tumor resections were collected with 20 matched pairs and 14 matched pairs, respectively. Both series were analyzed by quantitative immunofluorescence using the AQUA® method. Epitopes phospho-ERK, total ERK, phospho-AKT, total AKT, phospho-S6K1, total S6K1, estrogen receptor (ER), Ki67, cytokeratin and GAPDH were assessed. Detection levels for all phospho-epitopes were significantly decreased in tumor resections compared with biopsies while no significant change was seen in the corresponding total proteins. Of the other four proteins examined, ER and cytokeratin showed significant loss of antigenicity. This data suggest that measurement of phospho-protein antigenicity in formalin-fixed tissue by immunological methods is dramatically affected by pre-analytic variables. This study suggests that core needle biopsies are more accurate for assessment of tissue biomarkers.


Assuntos
Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/patologia , Isquemia Fria , Epitopos/análise , Imuno-Histoquímica/normas , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/análise , Biópsia por Agulha , Feminino , Humanos , Pessoa de Meia-Idade , Manejo de Espécimes
10.
Breast Cancer Res ; 13(5): R85, 2011 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-21888627

RESUMO

INTRODUCTION: Microtubule associated proteins (MAPs) endogenously regulate microtubule stabilization and have been reported as prognostic and predictive markers for taxane response. The microtubule stabilizer, MAP-tau, has shown conflicting results. We quantitatively assessed MAP-tau expression in two independent breast cancer cohorts to determine prognostic and predictive value of this biomarker. METHODS: MAP-tau expression was evaluated in the retrospective Yale University breast cancer cohort (n = 651) using tissue microarrays and also in the TAX 307 cohort, a clinical trial randomized for TAC versus FAC chemotherapy (n = 140), using conventional whole tissue sections. Expression was measured using the AQUA method for quantitative immunofluorescence. Scores were correlated with clinicopathologic variables, survival, and response to therapy. RESULTS: Assessment of the Yale cohort using Cox univariate analysis indicated an improved overall survival (OS) in tumors with a positive correlation between high MAP-tau expression and overall survival (OS) (HR = 0.691, 95% CI = 0.489-0.974; P = 0.004). Kaplan Meier analysis showed 10-year survival for 65% of patients with high MAP-tau expression compared to 52% with low expression (P = .006). In TAX 307, high expression was associated with significantly longer median time to tumor progression (TTP) regardless of treatment arm (33.0 versus 23.4 months, P = 0.010) with mean TTP of 31.2 months. Response rates did not differ by MAP-tau expression (P = 0.518) or by treatment arm (P = 0.584). CONCLUSIONS: Quantitative measurement of MAP-tau expression has prognostic value in both cohorts, with high expression associated with longer TTP and OS. Differences by treatment arm or response rate in low versus high MAP-tau groups were not observed, indicating that MAP-tau is not associated with response to taxanes and is not a useful predictive marker for taxane-based chemotherapy.


Assuntos
Biomarcadores Tumorais/análise , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Proteínas tau/análise , Adulto , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/mortalidade , Estudos de Coortes , Ciclofosfamida/uso terapêutico , Citoplasma/metabolismo , Docetaxel , Doxorrubicina/uso terapêutico , Células Epiteliais/metabolismo , Feminino , Fluoruracila/uso terapêutico , Humanos , Estimativa de Kaplan-Meier , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Retrospectivos , Taxa de Sobrevida , Taxoides/uso terapêutico , Proteínas tau/metabolismo
11.
Am J Pathol ; 176(5): 2131-8, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20228222

RESUMO

A subset of cells, tentatively called cancer stem cells (CSCs), in breast cancer have been associated with tumor initiation, drug resistance, and tumor persistence or aggressiveness. They are characterized by CD44 positivity, CD24 negativity, and/or ALDH1 positivity in flow cytometric studies. We hypothesized that the frequency or density of these cells may be associated with more aggressive tumor behavior. We borrowed these multiplexed, flow-based methods to develop an in situ method to define CSCs in formalin-fixed paraffin-embedded breast cancer tissue, with the goal of assessing the prognostic value of the presence of CSCs in breast cancer. Using a retrospective collection of 321 node-negative and 318 node-positive patients with a mean follow-up time of 12.6 years, we assessed TMAs using the AQUA method for quantitative immunofluorescence. Using a multiplexed assay for ALDH1, CD44, and cytokeratin to measure the coexpression of these proteins, putative CSCs appear in variable sized clusters and in 27 cases (of 490), which showed significantly worse outcome (log rank P = 0.0003). Multivariate analysis showed that this marker combination is independent of tumor size, histological grade, nodal status, ER-, PR,- and HER2-status. In this cohort, ALDH1 expression alone does not significantly predict outcome. We conclude that the multiplexed method of in situ identification of putative CSCs identifies high risk patients in breast cancer.


Assuntos
Aldeído Desidrogenase/metabolismo , Neoplasias da Mama/metabolismo , Regulação Neoplásica da Expressão Gênica , Receptores de Hialuronatos/metabolismo , Isoenzimas/metabolismo , Queratinas/metabolismo , Células-Tronco Neoplásicas/citologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Família Aldeído Desidrogenase 1 , Feminino , Perfilação da Expressão Gênica , Humanos , Pessoa de Meia-Idade , Prognóstico , Retinal Desidrogenase , Estudos Retrospectivos
12.
Ann Surg Oncol ; 18(11): 3143-8, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21847696

RESUMO

BACKGROUND: We sought to determine whether lymph node ratio (LNR; defined as number of positive nodes/number of nodes dissected) provides additional prognostic information in node-positive breast cancer patients. METHODS: Data from a cohort of 319 node-positive breast cancer patients diagnosed between 1956 and 1982 were analyzed for overall survival (OS) on the basis of current American Joint Committee on Cancer (AJCC) nodal staging versus LNR. RESULTS: In terms of AJCC categorization, 157 patients (49.2%) were pN1 (1-3 positive nodes), 97 (30.4%) were pN2 (4-9 positive nodes), and 65 (20.4%) were pN3 (≥10 positive nodes). In terms of LNR, 90 (28.2%) were low risk (LNR = 0.01-0.20), 119 (38.3%) were intermediate risk (LNR = 0.21-0.65), and 110 (34.5%) were high risk (LNR > 0.65). The median follow-up was 68.7 months. AJCC nodal status correlated with OS (median OS 85.9, 70.4, and 48.4 months for pN1-3, respectively, P = 0.018). LNR also correlated with OS (median OS 105.8, 72.2, and 48.4 months for the low-, intermediate-, and high-risk groups, respectively, P < 0.005). On multivariate analysis, LNR predicted OS independent of pN status (P < 0.001). Stratifying by pN status, LNR could discriminate distinct subpopulations of patients with significantly different OS rates. In a multivariate model controlling for clinicopathologic factors (tumor size, grade, estrogen receptor, progesterone receptor, and her-2-neu status), LNR remained a significant predictor of OS (P < 0.001). CONCLUSIONS: LNR has the ability to discriminate populations with different OS rates within traditional AJCC node classification groups and predicts OS independent of traditional clinicopathologic factors. These results should be validated and considered for future incorporation into the breast cancer staging system.


Assuntos
Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Linfonodos/patologia , Estadiamento de Neoplasias/normas , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/terapia , Estudos de Coortes , Feminino , Humanos , Pessoa de Meia-Idade , Gradação de Tumores , Prognóstico , Estudos Prospectivos , Sistema de Registros , Fatores de Risco , Taxa de Sobrevida
13.
Nat Med ; 8(11): 1323-7, 2002 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-12389040

RESUMO

The recent development of tissue microarrays-composed of hundreds of tissue sections from different tumors arrayed on a single glass slide-facilitates rapid evaluation of large-scale outcome studies. Realization of this potential depends on the ability to rapidly and precisely quantify the protein expression within each tissue spot. We have developed a set of algorithms that allow the rapid, automated, continuous and quantitative analysis of tissue microarrays, including the separation of tumor from stromal elements and the sub-cellular localization of signals. Validation studies using estrogen receptor in breast carcinoma show that automated analysis matches or exceeds the results of conventional pathologist-based scoring. Automated analysis and sub-cellular localization of beta-catenin in colon cancer identifies two novel, prognostically significant tumor subsets, not detected by traditional pathologist-based scoring. Development of automated analysis technology empowers tissue microarrays for use in discovery-type experiments (more typical of cDNA microarrays), with the added advantage of inclusion of long-term demographic and patient outcome information.


Assuntos
Proteínas/metabolismo , Frações Subcelulares/metabolismo , Algoritmos , Compartimento Celular , Proteínas do Citoesqueleto/metabolismo , Neoplasias/classificação , Neoplasias/patologia , Transativadores/metabolismo , beta Catenina
14.
Breast Cancer Res ; 12(5): R66, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20809974

RESUMO

INTRODUCTION: Multi-marker molecular assays have impacted management of early stage breast cancer, facilitating adjuvant chemotherapy decisions. We generated prognostic models that incorporate protein-based molecular markers and clinico-pathological variables to improve survival prediction. METHODS: We used a quantitative immunofluorescence method to study protein expression of 14 markers included in the Oncotype DX™ assay on a 638 breast cancer patient cohort with 15-year follow-up. We performed cross-validation analyses to assess performance of multivariate Cox models consisting of these markers and standard clinico-pathological covariates, using an average time-dependent Area Under the Receiver Operating Characteristic curve and compared it to nested Cox models obtained by robust backward selection procedures. RESULTS: A prognostic index derived from a multivariate Cox regression model incorporating molecular and clinico-pathological covariates (nodal status, tumor size, nuclear grade, and age) is superior to models based on molecular studies alone or clinico-pathological covariates alone. Performance of this composite model can be further improved using feature selection techniques to prune variables. When stratifying patients by Nottingham Prognostic Index (NPI), most prognostic markers in high and low NPI groups differed. Similarly, for the node-negative, hormone receptor-positive sub-population, we derived a compact model with three clinico-pathological variables and two protein markers that was superior to the full model. CONCLUSIONS: Prognostic models that include both molecular and clinico-pathological covariates can be more accurate than models based on either set of features alone. Furthermore, feature selection can decrease the number of molecular variables needed to predict outcome, potentially resulting in less expensive assays.


Assuntos
Biomarcadores Tumorais , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/terapia , Neoplasias da Mama/patologia , Feminino , Expressão Gênica , Humanos , Prognóstico , Modelos de Riscos Proporcionais , Curva ROC
15.
Clin Cancer Res ; 15(9): 3029-36, 2009 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-19383818

RESUMO

PURPOSE: Phosphatidylinositol-3 kinases (PI3K) are critical for malignant cellular processes including growth, proliferation, and survival, and are targets of drugs in clinical development. We assessed expression of PI3K in melanomas and nevi, and studied associations between PI3K pathway members and in vitro response to a PI3K inhibitor, LY294002. EXPERIMENTAL DESIGN: Using Automated Quantitative Analysis, we quantified expression of p85 and p110alpha subunits in 540 nevi and 523 melanomas. We determined the IC(50) for LY294002 for 11 melanoma cell lines and, using reverse phase protein arrays, assessed the association between levels of PI3K pathway members and sensitivity to LY294002. RESULTS: p85 and p110alpha tend to be coexpressed (P < 0.0001); expression was higher in melanomas than nevi (P < 0.0001) for both subunits, and higher in metastatic than primary melanomas for p85 (P < 0.0001). Although phospho-Akt (pAkt) levels decreased in all cell lines treated with LY294002, sensitivity was variable. We found no association by t tests between baseline p85, p110alpha, and pAkt levels and sensitivity to LY294002, whereas pS6 Ser(235) and Ser(240) were lower in the more resistant cell lines (P = 0.01 and P = 0.004, respectively). CONCLUSIONS: Expression of p85 and p110alpha subunits is up-regulated in melanoma, indicating that PI3K is a good drug target. Pretreatment pS6 levels correlated with sensitivity to the PI3K inhibitor, LY294002, whereas PI3K and pAkt did not, suggesting that full activation of the PI3K pathway is needed for sensitivity to PI3K inhibition. pS6 should be evaluated as a predictor of response in melanoma patients treated with PI3K inhibitors, as these drugs enter clinical trials.


Assuntos
Neoplasias Encefálicas/enzimologia , Melanoma/enzimologia , Nevo Pigmentado/enzimologia , Fosfatidilinositol 3-Quinases/metabolismo , Neoplasias Cutâneas/enzimologia , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/secundário , Proliferação de Células , Cromonas/farmacologia , Inibidores Enzimáticos/farmacologia , Humanos , Immunoblotting , Técnicas Imunoenzimáticas , Melanoma/tratamento farmacológico , Melanoma/patologia , Morfolinas/farmacologia , Nevo Pigmentado/tratamento farmacológico , Nevo Pigmentado/patologia , Inibidores de Fosfoinositídeo-3 Quinase , Fosforilação/efeitos dos fármacos , Fosforilação/imunologia , Análise Serial de Proteínas , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/secundário , Análise Serial de Tecidos , Células Tumorais Cultivadas
16.
Clin Cancer Res ; 15(3): 1076-85, 2009 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-19188183

RESUMO

BACKGROUND: Sorafenib, a multitarget kinase inhibitor, inhibits members of the mitogen-activated protein kinase (MAPK) pathway and receptor tyrosine kinases, including vascular endothelial growth factor receptor 2 (VEGF-R2). Sorafenib, carboplatin, and paclitaxel (SCP) has antitumor activity in melanoma patients, but no association was found between response and activating B-Raf V600E mutations. We assessed the expression of sorafenib targets in SCP-treated patient specimens and evaluated the association with response and progression-free survival. EXPERIMENTAL DESIGN: Using automated quantitative analysis, we quantified the expression of VEGF-R1, VEGF-R2, VEGF-R3, fibroblast growth factor receptor 1, platelet-derived growth factor receptor beta, c-Kit, B-Raf, C-Raf, meiosis-specific serine/threonine protein kinase 1, and extracellular regulated kinase 1/2 (ERK1/2) in pretreatment specimens from 46 patients. Furthermore, we assessed ERK1/2 expression in 429 archival melanomas. RESULTS: VEGF-R2 expression was significantly higher in patients with a complete or partial response (P = 0.0435), whereas ERK1/2 was higher in patients who did not respond (P = 0.0417). High ERK1/2 was an independent predictor of poor survival. High ERK1/2 was associated with decreased survival in the archival melanoma cohort, suggesting that high ERK1/2-expressing tumors are biologically more aggressive. All of the six patients with both high VEGF-R2 and low ERK1/2 responded to SCP. CONCLUSIONS: High VEGF-R2 expression is associated with response to SCP in melanoma, whereas high ERK1/2 is associated with resistance. Collection of specimens from SCP-treated melanoma patients in a cooperative group phase III trial comparing this regimen with the chemotherapy alone is ongoing, and confirmation of these findings is necessary. These markers might be useful for predicting response to sorafenib when given with other chemotherapies and in other diseases, resulting in the possible elimination of unnecessary treatment of patients unlikely to respond.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Benzenossulfonatos/administração & dosagem , Carboplatina/administração & dosagem , Melanoma/tratamento farmacológico , Paclitaxel/administração & dosagem , Piridinas/administração & dosagem , Neoplasias Cutâneas/tratamento farmacológico , Linhagem Celular Tumoral , Intervalo Livre de Doença , Sistemas de Liberação de Medicamentos , Humanos , Melanoma/metabolismo , Melanoma/mortalidade , Proteína Quinase 3 Ativada por Mitógeno/antagonistas & inibidores , Niacinamida/análogos & derivados , Compostos de Fenilureia , Receptores de Fatores de Crescimento do Endotélio Vascular/antagonistas & inibidores , Neoplasias Cutâneas/metabolismo , Neoplasias Cutâneas/mortalidade , Sorafenibe , Resultado do Tratamento
17.
Breast Cancer Res Treat ; 115(1): 77-85, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-18521745

RESUMO

PURPOSE: Amplified in breast cancer (AIB1 or SRC-3) is an estrogen receptor coregulatory protein that together with other co-activators like transcription intermediary factor 2 (TIF2) and nuclear receptor co-repressor (NCoR), is implicated in estrogen signaling pathway and estrogen regulated tumor progression. We investigated the prognostic significance of AIB1, TIF2 & NCoR protein expression breast tissue microarray (TMA), and studied the relationship of coregulatory proteins to prognostic biomarkers like estrogen (ER), progesterone (PR) & HER2/neu and between coregulatory proteins. METHODS: AIBI, TIF2 & NCoR were studied by fluorescent immunohistochemical staining of a TMA with 670 breast cancer specimens, using AQUA software. RESULT: Using Cox univariate survival analyses, high AIB1 expression was associated with poor patient outcome (P = 0.002), while no association was noted for TIF2 (P = 0.376) & NCoR (P = 0.12). When subclassified by nodal or ER status, AIB1 was not prognostic in the node positive and ER positive subsets. However, in the ER negative and node negative subsets, high AIB1 expression was associated with poor patient outcome (P = 0.02 and P = 0.007 respectively). AIB1 retained its independent association with survival by multivariate analyses (P = 0.028). There was significant positive correlation between AIB1 and ER and PR status and with other cofators (TIF2 and NCoR) but not with HER2/neu status. CONCLUSION: High AIB1 expression was predictive of worse overall survival in our study, suggesting that AIB1 may be critical in breast carcinogenesis.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Regulação Neoplásica da Expressão Gênica , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Fatores de Transcrição/biossíntese , Fatores de Transcrição/fisiologia , Algoritmos , Automação , Feminino , Humanos , Análise Multivariada , Coativador 3 de Receptor Nuclear , Prognóstico , Modelos de Riscos Proporcionais , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Análise de Regressão , Resultado do Tratamento
18.
Thromb Haemost ; 101(3): 541-6, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19277417

RESUMO

Kallikrein-related peptidases, a subgroup of the serine protease enzyme family, are considered to be important prognostic biomarkers in cancer. In this study we sought to determine the prognostic value of kallikrein-related peptidase 8 (KLK8, hK8, KLK-8) in ovarian cancer using a novel method of compartmentalised in situ protein analysis. A tissue array composed of 150 advanced stage ovarian cancers, uniformly treated with surgical debulking followed by platinum-paclitaxel combination chemotherapy, was constructed. For the evaluation of kallikrein-related peptidase 8 protein expression, we used an immunofluorescence-based method of automated in situ quantitative protein analysis (AQUA). Mean follow-up time of the cohort was 34.35 months. One hundred twenty-six of 150 cases had sufficient tissue for AQUA analysis. There were significant correlations between tumour mask KLK8 protein expression levels and clinicopathological variables, including grade (p = 0.0011), residual disease (p = 0.0063) and clinical response to chemotherapy(p = 0.0346). In univariate survival analysis there was a significant correlation between KLK8 tumour mask expression and five years progression-free survival, meanwhile it was not associated with five-year overall survival (p = 0.0694). Specifically, low KLK8 expression correlated with better outcome (top vs. bottom quartile, p = 0.0319). In multivariate survival analysis, adjusting for well-characterised prognostic variables, tumour KLK8 expression level retained its prognostic significance for progression-free survival (95%CI: 0.341-1.027, p = 0.045). The possibility that KLK8 may be a suitable candidate as a diagnostic and prognostic marker warrants further investigation.


Assuntos
Calicreínas/análise , Calicreínas/genética , Neoplasias Ovarianas/diagnóstico , Análise Serial de Proteínas/métodos , Análise Serial de Tecidos/métodos , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/genética , Intervalo Livre de Doença , Feminino , Humanos , Imuno-Histoquímica , Neoplasias Ovarianas/patologia , Prognóstico
19.
Clin Cancer Res ; 14(14): 4455-62, 2008 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-18628459

RESUMO

PURPOSE: The cell cycle mediators Aurora A and B are targets of drugs currently in clinical development. As with other targeted therapies in breast cancer, response to therapy might be associated with target expression in tumors. We therefore assessed expression of Aurora A and B in breast tumors and studied associations with clinical/pathologic variables. EXPERIMENTAL DESIGN: Tissue microarrays containing primary specimens from 638 patients with 15-year follow-up were employed to assess expression of Aurora A and B using our automated quantitative analysis method; we used cytokeratin to define pixels as breast cancer (tumor mask) within the array spot and measured Aurora A and B expression within the mask using Cy5-conjugated antibodies. RESULTS: Aurora A and B expression was variable in primary breast tumors. High Aurora A expression was strongly associated with decreased survival (P = 0.0005). On multivariable analysis, it remained an independent prognostic marker. High Aurora A expression was associated with high nuclear grade and high HER-2/neu and progesterone receptor expression. Aurora B expression was not associated with survival. CONCLUSIONS: Aurora A expression defines a population of patients with decreased survival, whereas Aurora B expression does not, suggesting that Aurora A might be the preferred drug target in breast cancer. Aurora A expression in early-stage breast cancer may identify a subset of patients requiring more aggressive or pathway-targeted treatment. Prospective studies are needed to confirm the prognostic role of Aurora A as well as the predictive role of Aurora A expression in patients treated with Aurora A inhibitors.


Assuntos
Biomarcadores Tumorais/análise , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Proteínas Serina-Treonina Quinases/biossíntese , Adulto , Idoso , Idoso de 80 Anos ou mais , Aurora Quinase B , Aurora Quinases , Western Blotting , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Feminino , História do Século XVII , Humanos , Processamento de Imagem Assistida por Computador , Imuno-Histoquímica , Estimativa de Kaplan-Meier , Prognóstico , Análise Serial de Tecidos
20.
Otolaryngol Head Neck Surg ; 141(3): 382-9, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19716018

RESUMO

OBJECTIVE: The purpose of this study was to determine if oropharyngeal squamous cell carcinoma (OSCC) classified into three groups based on human papillomavirus (HPV) 16 DNA presence and p16 expression display different protein expression patterns. STUDY DESIGN: Cross-sectional study. SETTING: A laboratory-based study of patients with OSCC treated at a tertiary care academic medical center. SUBJECTS AND METHODS: Paraffin-embedded OSCC specimens from 77 patients classified into the three-class model (HPV negative, HPV inactive [HPV16+/p16-], and HPV active [HPV16+/p16+]) were queried for the expression of 14 tumor progression proteins using AQUA (HistoRx, New Haven CT). Protein expression between groups was assessed by analysis of variance. Global expression patterns were determined by unsupervised hierarchical clustering. RESULTS: There were significant differences in expression of beta-catenin (P = 0.009), epidermal growth factor receptor (P = 0.009), and vascular endothelial growth factor (P = 0.028) between groups. HPV-active tumors had overexpression of beta-catenin. Hierarchical clustering showed HPV-negative and HPV-inactive tumors displayed association patterns distinct from HPV-active tumors. CONCLUSIONS: Tumors classified by HPV DNA presence and p16 expression have different molecular phenotypes. This is the first demonstration of overexpression of beta-catenin (also found in HPV-caused cervical cancer) in HPV-active OSCC. HPV-active OSCC may share a similar ontogeny to HPV-caused cervical cancer.


Assuntos
Carcinoma de Células Escamosas/virologia , DNA Viral/genética , Papillomavirus Humano 16/genética , Neoplasias Orofaríngeas/virologia , Infecções por Papillomavirus/virologia , Adulto , Idoso , Biomarcadores Tumorais/análise , Carcinoma de Células Escamosas/metabolismo , Carcinoma de Células Escamosas/patologia , Sondas de DNA de HPV , Feminino , Humanos , Imuno-Histoquímica , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neoplasias Orofaríngeas/metabolismo , Neoplasias Orofaríngeas/patologia , Infecções por Papillomavirus/genética , Infecções por Papillomavirus/patologia , Fenótipo , Prognóstico , Reprodutibilidade dos Testes , Estudos Retrospectivos
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