Evaluation of a sequential global test of improved recovery following stroke as applied to the ICTUS trial of citicoline

The International Citicoline Trial in acUte Stroke is a sequential phase III study of the use of the drug citicoline in the treatment of acute ischaemic stroke, which was initiated in 2006 in 56 treatment centres. The primary objective of the trial is to demonstrate improved recovery of patients randomized to citicoline relative to those randomized to placebo after 12 weeks of follow-up. The primary analysis will take the form of a global test combining the dichotomized results of assessments on three well-established scales: the Barthel Index, the modified Rankin scale and the National Institutes of Health Stroke Scale. This approach was previously used in the analysis of the influential National Institute of Neurological Disorders and Stroke trial of recombinant tissue plasminogen activator in stroke. The purpose of this paper is to describe how this trial was designed, and in particular how the simultaneous objectives of taking into account three assessment scales, performing a series of interim analyses and conducting treatment allocation and adjusting the analyses to account for prognostic factors, including more than 50 treatment centres, were addressed. Copyright (C) 2008 John Wiley & Sons, Ltd.

Menopausal status: A possible predictive factor for recurrence in women with cancer of the uterine cervix without pelvic lymph node metastasis

Objectives: To evaluate risk factors for recurrence of carcinoma of the uterine cervix among women who had undergone radical hysterectomy without pelvic lymph node metastasis, while taking into consideration not only the classical histopathological factors but also sociodemographic, clinical and treatment-related factors. Study design: This was an exploratory analysis on 233 women with carcinoma of the uterine cervix (stages IB and IIA) who were treated by means of radical hysterectomy and pelvic lymphadenectomy, with free surgical margins and without lymph node metastases on conventional histopathological examination. Women with histologically normal lymph nodes but with micrometastases in the immunohistochemical analysis (AE1/AE3) were excluded. Disease-free survival for sociodemographic, clinical and histopathological variables was calculated using the Kaplan-Meier method. The Cox proportional hazards model was used to identify the independent risk factors for recurrence. Results: Twenty-seven recurrences were recorded (11.6%), of which 18 were pelvic, four were distant, four were pelvic + distant and one was of unknown location. The five-year disease-free survival rate among the study population was 88.4%. The independent risk factors for recurrence in the multivariate analysis were: postmenopausal status (HR 14.1; 95% CI: 3.7-53.6; P < 0.001), absence of or slight inflammatory reaction (HR 7.9; 95% CI: 1.7-36.5; P = 0.008) and invasion of the deepest third of the cervix (FIR 6.1; 95% CI: 1.3-29.1; P = 0.021). Postoperative radiotherapy was identified as a protective factor against recurrence (HR 0.02; 95% CI: 0.001-0.25; P = 0.003). Conclusion: Postmenopausal status is a possible independent risk factor for recurrence even when adjusted for classical prognostic factors (such as tumour size, depth of turnout invasion, capillary embolisation) and treatment-related factors (period of treatment and postoperative radiotherapy status). (C) 2009 Elsevier Ireland Ltd. All rights reserved.

Effect of Age on Outcome of Reduced-Intensity Hematopoietic Cell Transplantation for Older Patients With Acute Myeloid Leukemia in First Complete Remission or With Myelodysplastic Syndrome

Purpose Acute myelogenous leukemia (AML) and myelodysplastic syndrome (MDS) primarily afflict older individuals. Hematopoietic cell transplantation (HCT) is generally not offered because of concerns of excess morbidity and mortality. Reduced-intensity conditioning (RIC) regimens allow increased use of allogeneic HCT for older patients. To define prognostic factors impacting long-term outcomes of RIC regimens in patients older than age 40 years with AML in first complete remission or MDS and to determine the impact of age, we analyzed data from the Center for International Blood and Marrow Transplant Research (CIBMTR). Patients and Methods We reviewed data reported to the CIBMTR (1995 to 2005) on 1,080 patients undergoing RIC HCT. Outcomes analyzed included neutrophil recovery, incidence of acute or chronic graft-versus-host disease (GVHD), nonrelapse mortality (NRM), relapse, disease-free survival (DFS), and overall survival (OS). Results Univariate analyses demonstrated no age group differences in NRM, grade 2 to 4 acute GVHD, chronic GVHD, or relapse. Patients age 40 to 54, 55 to 59, 60 to 64, and >= 65 years had 2-year survival rates as follows: 44% (95% Cl, 37% to 52%), 50% (95% Cl, 41% to 59%), 34% (95% Cl, 25% to 43%), and 36% (95% Cl, 24% to 49%), respectively, for patients with AML (P = .06); and 42% (95% Cl, 35% to 49%), 35% (95% Cl, 27% to 43%), 45% (95% Cl, 36% to 54%), and 38% (95% Cl, 25% to 51%), respectively, for patients with MDS (P = .37). Multivariate analysis revealed no significant impact of age on NRM, relapse, DFS, or OS (all P>.3). Greater HLA disparity adversely affected 2-year NRM, DFS, and OS. Unfavorable cytogenetics adversely impacted relapse, DFS, and OS. Better pre-HCT performance status predicted improved 2-year OS. Conclusion With these similar outcomes observed in older patients, we conclude that older age alone should not be considered a contraindication to HCT.

P-Glycoprotein Expression, Tumor Weight, Age, and Relapse in Patients with Stage I and II Favorable-Histology Wilms` Tumor

Fifteen percent of patients with Wilms`` tumor (WT) experience relapse. It has been suggested that weight and age may affect the chances of relapse. Few studies have investigated the role, if any, between P-glycoprotein (P-gp) and relapse. The authors assessed the prognostic value of tumor weight and age at diagnosis and asked whether some other potential biological markers, specifically P-gp protein expression, had a prognostic value in favorable-histology WT. No association between age and relapse could be found. Patients with tumor weight >= a parts per thousand yen550 g were 6 times more likely to relapse, whereas P-gp expression was positive in 18/40 (45%%) of the patients, of which 10/12 (83.3%%) relapsed and 8/28 (28.6%%) did not. Further studies are necessary to elucidate whether or not P-gp is related to relapse in patients with histologically favorable Wilms`` tumor. If confirmed, the protein may be used in the future as a target for new drugs and treatments for this group of patients.

Cutpoint selection for discretizing a continuous covariate for generalized estimating equations

We consider consider the problem of dichotomizing a continuous covariate when performing a regression analysis based on a generalized estimation approach. The problem involves estimation of the cutpoint for the covariate and testing the hypothesis that the binary covariate constructed from the continuous covariate has a significant impact on the outcome. Due to the multiple testing used to find the optimal cutpoint, we need to make an adjustment to the usual significance test to preserve the type-I error rates. We illustrate the techniques on one data set of patients given unrelated hematopoietic stem cell transplantation. Here the question is whether the CD34 cell dose given to patient affects the outcome of the transplant and what is the smallest cell dose which is needed for good outcomes. (C) 2010 Elsevier BM. All rights reserved.

Fatores prognósticos na ressecção de metástases hepáticas de câncer colorretal

OBJETIVO: Determinar o impacto de fatores prognósticos na sobrevida de pacientes com metástases hepáticas ressecadas e originadas de câncer colorretal. CASUISTICA E MÉTODOS: Foram analisados os prontuários de 28 pacientes submetidos a ressecção hepática de metástases de câncer colorretal de Abril /1992 a Setembro /2001. Foram realizadas 38 ressecções (8 pacientes com mais de uma ressecção no mesmo tempo cirúrgico e 2 pacientes submetidos a re-ressecções). Todos haviam sido submetidos previamente à ressecção do tumor primário. Utilizou-se um protocolo de rastreamento de metástases hepáticas que incluiu revisões clinicas trimestrais, ecografia abdominal e dosagem de CEA até completarem-se 5 anos de seguimento e, após, semestralmente. Os fatores prognósticos estudados foram: estágio do tumor primário, tamanho das metástases > 5cm, intervalo entre ressecção do tumor primário e surgimento da metástase <1 ano, CEA>100ng/ml, margens cirúrgicas <1cm e doença metastática extra-hepática. O estudo foi retrospectivo e a análise estatística foi feita através da curva de Kaplan-Meier, do log rank e da regressão de Cox. RESULTADOS: A morbidade foi 39,3% e a mortalidade operatória foi 3,6%.A sobrevida em 5 anos foi de 35%. Os fatores prognósticos independentes adversos foram: intervalo <1 ano entre ressecção do tumor primário e surgimento da metástase (p=0,047 e RR 11,56) e doença metastática extra-hepática (p=0,004 e RR=57,28). CONCLUSÕES: A ressecção hepática de metástases de câncer colorretal é um procedimento seguro com sobrevida em 5 anos acima dos 30%. Foram fatores prognósticos independentes adversos: doença metastática extra-hepática e intervalo<1ano entre ressecção do tumor primário e surgimento da metástase.

Caracterização de núcleos celulares no adenocarcinoma primário de reto por análise de imagem digital

O câncer colorretal é um tumor maligno freqüente no mundo ocidental. É o terceiro em freqüência e o segundo em mortalidade nos países desenvolvidos. No Brasil está entre as seis neoplasias malignas mais encontradas e a quinta em mortalidade. Dos tumores colorretais, aproximadamente 40% estão localizados no reto. A sobrevida, em cinco anos, dos pacientes operados por câncer do reto varia entre 40% e 50%, estando os principais fatores prognósticos, utilizados na prática clínica corrente, baseados em critérios de avaliação clínico-patológicos. A avaliação das alterações morfométricas e densimétricas nas neoplasias malignas tem, recentemente, sido estudadas e avaliadas através da análise de imagem digital e demonstrado possibilidades de utilização diagnóstica e prognóstica. A assinatura digital é um histograma representativo de conjuntos de características de textura da cromatina do núcleo celular obtida através da imagem computadorizada. O objetivo deste estudo foi a caracterização dos núcleos celulares neoplásicos no adenocarcinoma primário de reto pelo método da assinatura digital e verificar o valor prognóstico das alterações nucleares da textura da cromatina nuclear para esta doença. Foram avaliados, pelo método de análise de imagem digital, 51 casos de pacientes operados no Hospital de Clínicas de Porto Alegre (HCPA) entre 1988 e 1996 e submetidos à ressecção eletiva do adenocarcinoma primário de reto, com seguimento de cinco anos pós-operatório, ou até o óbito antes deste período determinado pela doença, e 22 casos de biópsias normais de reto obtidas de pacientes submetidos a procedimentos endoscópicos, para controle do método da assinatura digital. A partir dos blocos de parafina dos espécimes estocados no Serviço de Patologia do HCPA, foram realizadas lâminas coradas com hematoxilina e eosina das quais foram selecionados 3.635 núcleos dos adenocarcinomas de reto e 2.366 núcleos dos controles da assinatura digital, totalizando 6.001 núcleos estudados por análise de imagem digital. De cada um destes núcleos foram verificadas 93 características, sendo identificadas 11 características cariométricas com maior poder de discriminação entre as células normais e neoplásicas. Desta forma, através da verificação da textura da cromatina nuclear, foram obtidos os histogramas representativos de cada núcleo ou conjunto de núcleos dos grupos ou subgrupos estudados, também no estadiamento modificado de Dukes, dando origem às assinaturas digitais correspondentes. Foram verificadas as assinaturas nucleares, assinaturas de padrão histológico ou de lesões e a distribuição da Densidade Óptica Total. Houve diferença significativa das características entre o grupo normal e o grupo com câncer, com maior significância para três delas, a Área, a Densidade Óptica Total e a Granularidade nuclear. Os valores das assinaturas médias nucleares foram: no grupo normal 0,0009 e nos estadiamentos; 0,9681 no A, 4,6185 no B, 2,3957 no C e 2,1025 no D e diferiram com significância estatística (P=0,001). A maior diferença do normal ocorreu no subgrupo B de Dukes-Turnbull. As assinaturas nucleares e de padrão histológico mostraram-se distintas no grupo normal e adenocarcinoma, assim como a distribuição da Densidade Óptica Total a qual mostra um afastamento progressivo da normalidade no grupo com câncer. Foi possível a caracterização do adenocarcinoma de reto, que apresentou assinaturas digitais específicas. Em relação ao prognóstico, a Densidade Óptica Total representou a variável que obteve o melhor desempenho, além do estadiamento, como preditor do desfecho.

Investigação das alterações citogenéticas em pacientes pediátricos com leucemia linfóide aguda do Rio Grande do Norte

Leukemia is a heterogeneous group of hematologic malignancies that result from partial or total transformation of the blast cells. The Acute Lymphoblastic Leukemia (ALL) is the most common malignancy in childhood, especially in male, Caucasian children younger than 14 years. Several criteria are adopted to classify ALL, including the cell morphology, cytochemistry, immunophenotyping and cytogenetic analysis. Cytogenetic studies allow a more detailed analysis to detect chromosomal abnormalities of leukemic cells. These modifications will determine the diagnosis, classification, stage characterization, remission assessment and prognosis. In this study were evaluated 30 patients, aged from four months to seventeen years, of both sexes and various ethnicities. The age distribution showed that 67% of patients had between one and ten years (with mean age of XX years old), the most prevalent ethnic was Caucasian (50%) and 57% were males. According to immunophenotype, 93% of patients had B-cells progenitor ALL and 7% early lineage T. Considering the total studied population, the most frequent medical findings were lymphadenopathy (37%), hepatomegaly (77%) and splenomegaly (70%), where one patient could present more than one of these medical findings. Regarding the CBC, the majority of patients had hemoglobin below 10 g / dl (73%), leukocyte count less than 10.000/μL (60%) and platelet count below 150.000/μL (83%). Chromosomal abnormalities were observed in 64% of all patients, where hyperdiploidy was the most common numerical change (67%), followed by hypodiploid (33%). All these data are in agreement with the literature. Moreover, complexes structural and/or number changes not yet described in literature were observed, which indicated poor prognosis. Finally, we concluded that this study demonstrated the importance of cytogenetic study in the diagnosis and identification of prognostic factors in pediatric patients with ALL in Rio Grande do Norte. The results obtained in this study are extremely useful and emphasizes that surveys of this nature must be conducted more frequently in our state

Valor prognóstico de células TCD8+ E natural killer em carcinoma epidermóide oral e orofaringeano tratado com radioterapia e quimioterapia

The most common malignant neoplasm of the oral cavity and oropharynx are squamous cell carcinoma. Injuries to the same stage and subjected to the same treatment protocol have sometimes different evolutionary courses. The scope of this study was to investigate, through a retrospective cohort, associations between the number of CD8 + T cells and natural killer, identified immunohistochemically in the inflammatory infiltrate in a series of cases of oral squamous cell carcinoma and orofaringeano, and the level of tumor response to radiotherapy and chemotherapy, overall survival and relapse-free survival of patients. We identified 54 patients with unresectable disease were treated exclusively with radiotherapy and chemotherapy. The median follow-up was 22 months. The sample was characterized by the predominance of male subjects, median age 60 years, all were smokers. The most frequent site was the tongue and 81.5% were in stage IV. Patients with disease in the oral cavity had a worse response to treatment (p = 0.006), worse relapse-free survival (p = 0.007), worse overall survival (p = 0.007). The advanced T stage was shown a negative prognostic factor (p= 0.006) for the clinical treatment response made. Immunohistochemistry was performed to select CD8 + cells (anti-CD8) and NK cells (anti-CD57). Lymphocytes positive and negative markings were counted using the program ImageJ ®. Two groups were created for each marking evaluated: Group I patients with more than 50% cells positive, Group II: less than 50% of labeled cells. For CD8 + cells detected in 38 (70.3%) of Group I were CD8 + and 16 (29.7%) Group II CD8 +. For NK cells, 26 (48.15%) Group I NK and 28 (51.85%) Group II NK. Regarding the clinical response to treatment, we observed that 39% of patients achieved a complete response and 25.9% remained without recurrence at the end of follow-up. These results were better in Group I CD8 + (p = 0.2). Identified that 72.2% of patients progressed to death, this finding had no association with the immunohistochemical data. There was no statistically significant differences between the number of CD8 + and NK cells and the ability of tumor response to radiotherapy and chemotherapy, or with overall survival and relapse-free survival of patients. However, especially in relation to a learned response, we found that this group of patients with advanced disease have a low count of CD8 + T cells active. Believing in the role that the immune response plays in the local fight against neoplastic cells, however, our results do not support the use of quantitative analysis of CD8 + T cells and NK cells as a prognostic factors for oral squamous cell carcinoma and oropharynx

Estudo da influência de linfócitos tcd-8 e das células nk em casos de carcinoma epidermóide de lábio inferior sem metástase e com metástase e sua relação com a progressão da lesão

The presence of inflammatory cells within the tumor microenvironment plays a dual role that may contribute both to the progression and for inhibition of tumor growth. Recent studies suggest that the quality, not the quantity, of the inflammatory infiltrate is the most important determinant for prognosis. Therefore, TCD8 cells and natural killer cells are the main effector cells in combating cancer. The aim of this study was to assess, through the immunohistochemical study, the expression of TCD8 lymphocytes and NK cells in epidermoid carcinoma (EC) of the lower lip. The sample consisted of 32 specimens of EC of the lower lip, of which 16 had regional lymph node metastasis, and the 16 remaining, free of metastases. The total number of positive cells at the front of invasion were evaluated quantitatively and the results were related to clinical TNM staging, histological grade of malignancy and prognostic factors. It was observed for the group with metastasis, prevalence of stages III and IV (p<0.0001). Most patients with metastasis, had a high grade of malignancy (p=0.006). Most cases classified as high grade of malignancy had stages III and IV (p=0.032). Of the total sample, there were three cases of recurrence and five with death, however these variables were not statistically significant when associated with clinicopathological parameters. The immunostaining of CD8 and CD57, respectively, showed no statistically significant association with any of the clinicopathological parameters studied, metastasis (p=0.346, p=0.622), TNM classification (p=0.146, p=0.576), histological grade of malignancy (p=0.936, p=936), recurrence (p=0.075, p=0.075) and death (p=0.897, p=0.856). Believing in the function of the immunological system against malignant cells, it is concluded that the TD8 lymphocytes and NK cells, would be acting in the control of the progression of malignant neoplasms, but not in isolated manner

Desempenho auditivo ao longo do tempo e satisfação dos usuários de implante coclear com perda auditiva pós-lingual

Most cochlear implant (CI) users, who suffer from post lingual hearing loss, are able to perceive sounds and comprehend speech after the implant. The prediction of maximal benefit over time, with the use of CI, can be useful for counseling patients about their expectations in using the new device. The measurement of satisfaction should be of primary interest in medical intervention, as the results may be used for intervention feedback. The purpose of this study is to analyze auditory performance of CI over time, as well as to evaluate users‟ satisfaction. Therefore two types of study designs were employed: a) retrospective cohort study with the analysis of medical records from 59 subjects about auditory performance before and after surgery. Results were submitted to the Kaplan -Meier estimator of cumulative probability and compared to prognostic factors of auditory performance using the logrank test. b) A sectional study design was conducted to evaluate the satisfaction of 51 subjects. The instrument consists of two specific questionnaires: Satisfaction with Amplification in Daily Life SADL and International Outcome Inventory Cochlear Implant IOI- CI. Results show statistical significant differences (p<0,001) in auditory performance before and after CI. The majority obtained satisfactory results of CI use during the first six months. Logrank tests does not indicate significant correlation between the analyzed covariates and the time in which adequate speech perception occurs. SADL e IOI-CI questionnaires indicate that most of the CI users are satisfied with their devices. The SADL detected a 27, 5% insatisfaction amongst CI users in relation to services and costs involved with the CI. The results of the IOI show 4% of insatisfaction with the use of CI and the social environment. In conclusion CI is capable to rehabilitate social auditory function in a short period of time and CI users demonstrate satisfaction with auditory, social and psychological gain offered through CI device

Determinantes morfológicos de prognóstico em pneumonia nosocomial: um estudo em autópsias

OBJETIVO: Determinar a prevalência de pneumonia nosocomial nas autópsias em um hospital público universitário; identificar os fatores de risco relacionados à pneumonia nosocomial e os potenciais fatores prognósticos relacionados à ocorrência de pneumonia nosocomial fatal; e correlacionar os achados anatomopatológicos com a ocorrência de pneumonia nosocomial e/ou pneumonia aspirativa. MÉTODOS: Estudo retrospectivo de 199 pacientes autopsiados, maiores de 1 ano de idade, internados no Hospital das Clínicas da Faculdade de Medicina de Botucatu da Universidade Estadual Paulista entre 1999 e 2006, cuja causa de morte (causa básica ou associada) foi pneumonia nosocomial. Testou-se a associação dos dados demográficos, clínicos e anatomopatológicos com os desfechos pneumonia nosocomial fatal e pneumonia aspirativa fatal. As variáveis significativas entraram na análise multivariada. RESULTADOS: A idade média foi de 59 ± 19 anos. A prevalência de pneumonia nosocomial em autópsias foi 29%, e essa foi a causa mortis de 22,6% dos pacientes autopsiados. A pneumonia nosocomial fatal correlacionou-se com os achados anatomopatológicos de alterações estruturais tabágicas (OR = 3,23; IC95%: 1,26-2,95; p = 0,02) e acometimento pulmonar bilateral (OR = 3,23; IC95%: 1,26-8,30; p = 0,01). Não houve associações significativas entre as variáveis e pneumonia aspirativa fatal. CONCLUSÕES: em nossa amostra, a pneumonia nosocomial teve prevalência elevada e foi responsável por quase 25% das mortes. A mortalidade é favorecida por alterações estruturais tabágicas e pneumonia bilateral. Esses achados corroboram os resultados de diversos estudos clínicos sobre pneumonia nosocomial.

Insuficiência cardíaca com fração de ejeção normal

A insuficiência cardíaca com fração de ejeção normal (ICFEN) é uma síndrome complexa que vem sendo largamente estudada, desde a última década. É causada por disfunção ventricular diastólica evidenciada por métodos complementares, como estudo hemodinâmico ou ecocardiograma, na presença de fração de ejeção preservada. Acomete preferencialmente indivíduos mais idosos e com comorbidades, como hipertensão arterial sistêmica, insuficiência coronariana e obesidade. Os mecanismos fisiopatológicos são complexos e multifatoriais, envolvendo a rigidez passiva do miocárdio, a geometria ventricular, a força de contenção do pericárdio e a interação entre os ventrículos. Os objetivos principais do tratamento são reduzir a congestão venosa pulmonar, a frequência cardíaca e controlar as comorbidades. Ainda não há evidências fortes de que o uso de medicações específicas, como inibidores de enzima de conversão ou betabloqueadores, interfiram na mortalidade. Os fatores de pior prognóstico incluem a idade avançada, presença de disfunção renal, diabete, classe funcional III e IV (NYHA) e estágio avançado de disfunção diastólica, com padrão restritivo ao enchimento ventricular. Outro aspecto que vem ganhando espaço na literatura é o questionamento do papel da disfunção sistólica nos quadros de ICFEN. Todos esses aspectos são abordados detalhadamente na presente revisão.

Potentially modifiable predictors of mortality in patients treated with long-term oxygen therapy

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Avaliação da expressão da proteína bcl-2 no carcinoma de mama: estudo em punção aspirativa por agulha fina; correlação com grau histológico em espécimes cirúrgicos correspondentes

INTRODUÇÃO: O gene bcl-2 codifica uma proteína envolvida no processo de controle da apoptose. Inicialmente descrito em linfomas e posteriormente em tecidos epiteliais, sua expressão é freqüentemente encontrada em carcinomas de mama, associada a fatores de prognóstico favorável. Como a punção aspirativa por agulha fina (PAAF) tem sido utilizada como um método confiável na investigação de carcinomas de mama, acessamos a expressão de bcl-2 em material assim obtido e correlacionamos sua positividade com o grau histológico, avaliado em material cirúrgico correspondente, das respectivas pacientes, seguindo a classificação de SBR (Scarff, Bloom e Richardson). OBJETIVOS: Avaliar a expressão de bcl-2 em PAAF e correlacionar com grau histológico. METODOLOGIA: A positividade do bcl-2 foi analisada, por imunocitoquímica, em 118 casos consecutivos de PAAF e correlacionada com grau histológico em material cirúrgico correspondente, segundo classificação de SBR. RESULTADOS: A positividade para bcl-2 foi encontrada em 77 de 118 casos de PAAF (65,25%) e foi inversamente proporcional ao grau histológico (84,37%, p = 0,0022). CONCLUSÃO: A expressão de bcl-2 em PAAF correlaciona-se com fator de bom prognóstico. O índice de positividade encontrado, assim como a correlação inversa com grau histológico, está de acordo com dados publicados previamente. O fácil e rápido manejo do material obtido por PAAF permite a aplicação de técnicas complementares, de maneira confiável, como demonstra este estudo. A positividade do bcl-2 correlacionada com baixo grau histológico, assim como com outros fatores de bom prognóstico, pode, no futuro, proporcionar informação preditiva e prognóstica para pacientes candidatas a tratamento quimioterápico neo-adjuvante.