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1.
Clin Cancer Res ; 21(13): 2883-5, 2015 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-26133774

RESUMO

Cancer cells can enter the bloodstream, form distant metastases, and ultimately lead to death. A study by Allard and colleagues, which was published in the October 15, 2004, issue of Clinical Cancer Research, concluded that the CellSearch system could be used as a reliable tool to investigate circulating tumor cells and their clinical utility, and it spurred a still-growing interest in the field.


Assuntos
Carcinoma/patologia , Metástase Neoplásica , Células Neoplásicas Circulantes , Feminino , Humanos , Masculino
2.
Technol Cancer Res Treat ; 8(5): 323-32, 2009 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-19754208

RESUMO

Diagnosis of malignant pleural mesothelioma (MM) is limited. Novel proteomic techno_logies can be utilized to discover changes in expression of pleural proteins that might have diagnostic value. The objective of this study was to detect protein profiles that could be used to identify malignant pleural mesothelioma with surface enhanced laser desorption/ionization time-of-flight (SELDI-TOF) mass spectrometry (MS). Pleural effusions were collected from patients with confirmed mesothelioma (n = 41) and from patients with effusions due to other causes ([n = 48] cancerous and non-cancerous). Samples were fractionated using anion exchange chromatography and bound to different types of ProteinChip array surfaces. All samples were also subjected to other commercially available immunoassays (human epididymes protein 4 [HE4], osteopontin [OPN], soluble mesothelin-related proteins [SMRP], and the cytokeratin 19 fragment [CYFRA 21-1]). Peak intensity data obtained by SELDI-TOF were subjected to classification algorithms in order to identify potential classifier peaks. A protein peak at m/z 6614 was characterized as apolipoprotein (Apo) CI. In this setting, the sensitivity and specificity of this potential biomarker was 76 % and 69 %, respectively. The area under the receiver operating characteristic curve (AUC) for Apo CI was 0.755, thereby outperforming OPN, HE4, and CYFRA 21-1. SMRP performed best with an AUC of 0.860 with a sensitivity of 83% and specificity of 74%. Our study validates the use of SMRP as a diagnostic marker for pleural mesothelioma and furthermore suggests that Apo CI levels could be used in the future to discriminate pleural mesothelioma from other causes of exudates.


Assuntos
Apolipoproteína C-I/análise , Biomarcadores Tumorais/análise , Mesotelioma/diagnóstico , Proteínas de Neoplasias/análise , Derrame Pleural Maligno/diagnóstico , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Adulto , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Feminino , Humanos , Imunoensaio , Masculino , Mesotelioma/química , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Derrame Pleural Maligno/química , Prognóstico , Análise Serial de Proteínas , Proteoma/análise , Sensibilidade e Especificidade
3.
Gynecol Oncol ; 112(1): 40-6, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18851871

RESUMO

INTRODUCTION: Patients diagnosed with epithelial ovarian cancer (EOC) have improved outcomes when cared for at centers experienced in the management of EOC. The objective of this trial was to validate a predictive model to assess the risk for EOC in women with a pelvic mass. METHODS: Women diagnosed with a pelvic mass and scheduled to have surgery were enrolled on a multicenter prospective study. Preoperative serum levels of HE4 and CA125 were measured. Separate logistic regression algorithms for premenopausal and postmenopausal women were utilized to categorize patients into low and high risk groups for EOC. RESULTS: Twelve sites enrolled 531 evaluable patients with 352 benign tumors, 129 EOC, 22 LMP tumors, 6 non EOC and 22 non ovarian cancers. The postmenopausal group contained 150 benign cases of which 112 were classified as low risk giving a specificity of 75.0% (95% CI 66.9-81.4), and 111 EOC and 6 LMP tumors of which 108 were classified as high risk giving a sensitivity of 92.3% (95% CI=85.9-96.4). The premenopausal group had 202 benign cases of which 151 were classified as low risk providing a specificity of 74.8% (95% CI=68.2-80.6), and 18 EOC and 16 LMP tumors of which 26 were classified as high risk, providing a sensitivity of 76.5% (95% CI=58.8-89.3). CONCLUSION: An algorithm utilizing HE4 and CA125 successfully classified patients into high and low risk groups with 93.8% of EOC correctly classified as high risk. This model can be used to effectively triage patients to centers of excellence.


Assuntos
Biomarcadores Tumorais/sangue , Antígeno Ca-125/sangue , Proteínas Secretadas pelo Epidídimo/metabolismo , Neoplasias Ovarianas/sangue , Neoplasias Pélvicas/sangue , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Feminino , Humanos , Modelos Logísticos , Pessoa de Meia-Idade , Neoplasias Ovarianas/diagnóstico , Neoplasias Ovarianas/cirurgia , Neoplasias Pélvicas/diagnóstico , Neoplasias Pélvicas/cirurgia , Valor Preditivo dos Testes , Estudos Prospectivos , beta-Defensinas
4.
Gynecol Oncol ; 110(2): 196-201, 2008 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-18495222

RESUMO

OBJECTIVE: Tumor markers with increased sensitivity and specificity for endometrial cancer are needed to help monitor response to therapy and to detect recurrent disease. Currently, the tumor maker CA125 is utilized in this role with limited value. The objectives of this study were to examine the levels of several novel tumor markers HE4, SMRP, CA72.4 and CA125 as potential markers in patients diagnosed with endometrioid adenocarcinoma of the uterus. METHODS: Pre-operative serum samples from surgically staged patients with endometrioid adenocarcinoma of the uterus were analyzed for levels of HE4, SMRP, CA72-4 and CA125. Control samples were obtained from healthy postmenopausal women. Logistic regression models and receiver operating characteristic (ROC) curves were constructed for each tumor marker and for all combinations, with cross-validation analyses to obtain average sensitivities at set specificities of 90%, 95%, and 98%. RESULTS: Serum samples from 156 healthy subjects and 171 patients with endometrial cancer (122 stage I, 17 stage II, 26 stage III, and 6 stage IV) were analyzed. At a 95% specificity, the sensitivities for differentiating between healthy subjects and all stages of cancer were 45.5% for HE4 and 24.6% for CA125. For stage I disease, HE4 yielded a 17.1% improvement in sensitivity compared with CA125. CONCLUSION: HE4 is elevated in all stages of endometrial can100cer and is more sensitive in early-stage endometrial cancer compared to CA125. Further investigation of HE4 as a marker for early detection of recurrent endometrial cancer and monitoring response to therapy is warranted.


Assuntos
Adenocarcinoma/sangue , Biomarcadores Tumorais/sangue , Neoplasias do Endométrio/sangue , Proteínas Secretadas pelo Epidídimo/metabolismo , Adenocarcinoma/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Antígenos Glicosídicos Associados a Tumores/sangue , Antígeno Ca-125/sangue , Neoplasias do Endométrio/patologia , Feminino , Proteínas Ligadas por GPI , Humanos , Glicoproteínas de Membrana/sangue , Mesotelina , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Sensibilidade e Especificidade , beta-Defensinas
5.
Gynecol Oncol ; 108(2): 402-8, 2008 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-18061248

RESUMO

OBJECTIVES: The CA125 tumor marker is used to help predict the presence of ovarian cancer in patients with an adnexal mass. Because elevated CA125 levels occur in many benign gynecologic conditions, we set out to identify other novel biomarkers that would increase the sensitivity and specificity of CA125. METHODS: Serum and urine samples were obtained preoperatively from women undergoing surgery for an adnexal mass. The samples were analyzed for levels of CA125, SMRP, HE4, CA72-4, activin, inhibin, osteopontin, epidermal growth factor (EGFR), and ERBB2 (Her2) and were compared to final pathology results. Logistic regression models were estimated for all markers and combinations, with cross-validation analysis performed to obtain the sensitivities at set specificities of 90%, 95%, and 98%. RESULTS: Two hundred and fifty-nine patients with adnexal masses were enrolled. Of these, 233 patients were eligible for analysis with 67 invasive epithelial ovarian cancers and 166 benign ovarian neoplasms. Mean values for all marker levels except Her2 differed significantly between patients with benign masses and cancer. As a single marker, HE4 had the highest sensitivity at 72.9% (specificity 95%). Comparatively, combined CA125 and HE4 yielded the highest sensitivity at 76.4% (specificity 95%), with additional markers adding minimally to the sensitivity of this combination. HE4 was the best single marker for Stage I disease, with no increase in sensitivity when combined with CA125 or any other marker. CONCLUSIONS: As a single tumor marker, HE4 had the highest sensitivity for detecting ovarian cancer, especially Stage I disease. Combined CA125 and HE4 is a more accurate predictor of malignancy than either alone.


Assuntos
Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/urina , Neoplasias Ovarianas/sangue , Neoplasias Ovarianas/urina , Neoplasias Pélvicas/sangue , Neoplasias Pélvicas/urina , Anexos Uterinos/patologia , Idoso , Antígeno Ca-125/sangue , Antígeno Ca-125/urina , Proteínas Secretadas pelo Epidídimo/metabolismo , Feminino , Humanos , Pessoa de Meia-Idade , Neoplasias Ovarianas/patologia , Neoplasias Pélvicas/patologia , Estudos Prospectivos , Sensibilidade e Especificidade , beta-Defensinas
6.
Clin Chem ; 53(4): 666-72, 2007 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-17289801

RESUMO

BACKGROUND: Soluble mesothelin-related peptides (SMRP)have been reported to be potential biomarkers for malignant pleural mesothelioma (MPM). We report analytical and preliminary clinical studies of MESOMARK, a quantitative assay for SMRP. METHODS: The MESOMARK assay is a 2-step immunoenzymatic assay in an ELISA format with a 6-point calibration curve (0-32 nmol/L). We assessed analytical imprecision, analyte stability, and analytical interferences. We measured SMRP by this assay in 409 apparently healthy individuals (reference interval study), 177 patients with nonmalignant conditions, and 500 cancer patients, including 88 with MPM. RESULTS: The limit of detection was 0.16 nmol/L. At 2-19 nmol/L, intraassay imprecision (CV) was 1.1%-5.3%, and total imprecision was 4.0%-11.0%. The mean dilution recovery for 5 samples was 109% (range, 99%-113%). No interference was seen from added bilirubin (200 mg/L), hemoglobin (500 mg/L), triglycerides (30 g/L), chemotherapeutic agents, or other tested substances. Recombinant mesothelin was stable in serum upon freeze/thaw at -70 degrees C and upon storage for at least 7 days at 2-8 degrees C. The 99(th) percentile of the reference group was 1.5 nmol/L [95% confidence interval (CI), 1.2-1.6 nmol/L; n = 409], and mean SMRP was significantly higher in sera from patients with MPM (7.5 nmol/L; 95% CI, 2.8-12.1 nmol/L; n = 88). SMRP was increased in 52% and 5% of MPM patients and asbestos-exposed individuals, respectively. Concentrations in other nonmalignant and malignant conditions were similar to those in healthy controls. CONCLUSIONS: The MESOMARK assay is analytically robust and may be useful for the detection and management of mesothelioma.


Assuntos
Biomarcadores Tumorais/sangue , Glicoproteínas de Membrana/sangue , Mesotelioma/diagnóstico , Peptídeos/sangue , Neoplasias Pleurais/diagnóstico , Ensaio de Imunoadsorção Enzimática , Feminino , Proteínas Ligadas por GPI , Humanos , Masculino , Mesotelina , Curva ROC , Valores de Referência , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Solubilidade
7.
Expert Opin Med Diagn ; 1(1): 137-42, 2007 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23489276

RESUMO

Mesothelioma is a highly progressive tumor with a poor prognosis. In this article, the authors give a thorough introduction into and evaluation of the MESOMARK(®) in vitro test - the only blood test for the management of patients with mesothelioma approved by the US FDA. In Europe, Australia, New Zealand and Canada, the test is approved or licensed for the measurement of the soluble mesothelin, also termed as soluble mesothelin-related peptides. In the US, it is approved for the monitoring of patients with epithelioid and biphasic malignant mesothelioma.

8.
Clin Colorectal Cancer ; 6(2): 125-32, 2006 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-16945168

RESUMO

PURPOSE: Development of targeted therapeutic agents in colorectal cancer (CRC) is impeded by the lack of a noninvasive surrogate of drug effect. This pilot study evaluated the ability of immunomagnetic separation to isolate circulating tumor cells (CTCs) and of the fluorescent microscope system and flow cytometry to enumerate and characterize CTCs from patients with metastatic CRC. PATIENTS AND METHODS: Fifty patients with metastatic CRC contributed 50 mL of blood at treatment initiation and disease evaluation timepoints. Fresh tumor specimens were obtained from 17 patients for comparison of circulating and in situ tumor cell characteristics. Epithelial cells were magnetically isolated from whole blood targeting the antiepithelial cell adhesion molecule (EpCAM). Circulating tumor cells were defined as EpCAM isolated, cytokeratin positive, nuclear stain positive, and CD45 negative. Total RNA was isolated from EpCAM-enriched CTCs and multigene reverse-transcriptase polymerase chain reaction analyses were performed. RESULTS: The median number of CTCs detected by flow cytometry was 2/7.5 mL blood. Mean change in cell count was significantly different for patients with tumor progression versus nonprogression (+6.7 vs. +0.2/7.5 mL; P = 0.001). A correlation was noted between mean fluorescence intensity (flow cytometry) of cytokeratin in CTC and matched tumor specimens (r = 0.79, P = 0.06). Nearly 80% (15 of 19) of samples with >or= 2 CTCs expressed >or= 1 epithelial marker gene (CK19, CK20, carcinoembryonic antigen, or epidermal growth factor receptor). CONCLUSION: Isolating and characterizing CTCs from patients with metastatic CRC is feasible. Change in the CTC number might reflect clinical status, and flow cytometric and gene expression data suggest similarity of circulating and in situ tumor cells. Further evaluation of CTCs for pharmacodynamic and clinical monitoring in patients with CRC is warranted.


Assuntos
Neoplasias Colorretais/patologia , Células Neoplásicas Circulantes/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Separação Celular , Neoplasias Colorretais/sangue , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Projetos Piloto , Reação em Cadeia da Polimerase Via Transcriptase Reversa
9.
Clin Cancer Res ; 12(14 Pt 1): 4218-24, 2006 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-16857794

RESUMO

PURPOSE: We reported previously that >or=5 circulating tumor cells (CTC) in 7.5 mL blood at baseline and at first follow-up in 177 patients with metastatic breast cancer (MBC) were associated with poor clinical outcome. In this study, additional follow-up data and CTC levels at subsequent follow-up visits were evaluated. EXPERIMENTAL DESIGN: CTCs were enumerated in 177 MBC patients before the initiation of a new course of therapy (baseline) and 3 to 5, 6 to 8, 9 to 14, and 15 to 20 weeks after the initiation of therapy. Progression-free survival (PFS) and overall survival (OS) times were calculated from the dates of each follow-up blood draw. Kaplan-Meier plots and survival analyses were done using a threshold of >or=5 CTCs/7.5 mL at each blood draw. RESULTS: Median PFS times for patients with <5 CTC from each of the five blood draw time points were 7.0, 6.1, 5.6, 7.0, and 6.0 months, respectively. For patients with >or=5 CTC, median PFS from these same time points was significantly shorter: 2.7, 1.3, 1.4, 3.0, and 3.6 months, respectively. Median OS for patients with <5 CTC from the five blood draw time points was all >18.5 months. For patients with >or=5 CTC, median OS from these same time points was significantly shorter: 10.9, 6.3, 6.3, 6.6, and 6.7 months, respectively. Median PFS and OS times at baseline and up to 9 to 14 weeks after the initiation of therapy were statistically significantly different. CONCLUSIONS: Detection of elevated CTCs at any time during therapy is an accurate indication of subsequent rapid disease progression and mortality for MBC patients.


Assuntos
Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Células Neoplásicas Circulantes , Neoplasias da Mama/tratamento farmacológico , Progressão da Doença , Intervalo Livre de Doença , Método Duplo-Cego , Seguimentos , Humanos , Metástase Neoplásica , Modelos de Riscos Proporcionais , Estudos Prospectivos , Fatores de Tempo , Resultado do Tratamento
10.
Urology ; 65(4): 713-8, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15833514

RESUMO

OBJECTIVES: To determine whether circulating tumor cells (CTCs) predict for survival in patients with metastatic prostate cancer (PCa) and to compare its prognostic abilities with other clinical factors. METHODS: Blood samples from 37 patients with metastatic PCa were analyzed for CTCs. CTCs were enriched from 7.5 mL blood using magnetic nanoparticles targeting the epithelial cell adhesion molecule and then fluorescently labeled. The samples were analyzed by multiparameter flow cytometry, and events with appropriate light scatter properties that were nucleic acid dye positive, cytokeratin positive, and CD45 negative were defined as CTCs. RESULTS: The number of CTCs found ranged from 0 to 8586 per 7.5 mL (mean 530 +/- 1887, median 5). A threshold of 5 or more CTCs per 7.5 mL of blood was used to evaluate the ability of CTCs to predict for overall survival. Of the 37 patients, 23 (62%) had 5 or more CTCs, with a median overall survival of 0.70 year compared with more than 4 years for those patients with fewer than 5 CTCs (log-rank P = 0.002, Cox hazards ratio 7.4). In the subset of 26 patients with hormone-refractory PCa, the presence of CTCs was the most significant parameter predictive of survival in univariate and multivariate analyses. CONCLUSIONS: In this pilot study, the presence of 5 or more CTCs in 7.5 mL blood was associated with poor overall survival in patients with metastatic PCa.


Assuntos
Células Neoplásicas Circulantes/patologia , Neoplasias da Próstata/mortalidade , Neoplasias da Próstata/patologia , Idoso , Idoso de 80 Anos ou mais , Contagem de Células , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Taxa de Sobrevida
11.
J Clin Oncol ; 23(7): 1420-30, 2005 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-15735118

RESUMO

PURPOSE: Metastatic breast cancer (MBC) is incurable; its treatment is palliative. We investigated whether the presence of circulating tumor cells (CTCs) predicts treatment efficacy, progression-free survival (PFS), and overall survival (OS) in patients with newly diagnosed MBC who were about to start first-line therapy. PATIENTS AND METHODS: One hundred seventy-seven patients with measurable MBC were enrolled onto a prospective study. Eighty-three of the 177 patients were entering first-line treatment, and these patients are the focus of this analysis. CTCs from 7.5 mL of whole blood drawn before treatment initiation (baseline) and monthly thereafter for up to 6 months were isolated and enumerated using immunomagnetics. RESULTS: The mean (+/- standard deviation) follow-up time was 11.1 +/- 4.4 months (median, 12.2 months). Forty-three patients (52%) had > or = five CTCs at baseline. The median PFS was 7.2 months (95% CI, 4.9 to 9.4 months), and the median OS was more than 18 months. Patients with > or = five CTCs at baseline and at first follow-up (4 weeks) had a worse prognosis than patients with less than five CTCs (baseline: median PFS, 4.9 v 9.5 months, respectively; log-rank, P = .0014; median OS, 14.2 v > 18 months, respectively; log-rank, P = .0048; first follow-up: median PFS, 2.1 v 8.9 months, respectively; log-rank, P = .0070; median OS, 11.1 v > 18 months, respectively; log-rank, P = .0029). CTCs before and after the initiation of therapy were strong, independent prognostic factors. CONCLUSION: Detection of CTCs before initiation of first-line therapy in patients with MBC is highly predictive of PFS and OS. This technology can aid in appropriate patient stratification and design of tailored treatments.


Assuntos
Neoplasias da Mama/mortalidade , Células Neoplásicas Circulantes/patologia , Neoplasias da Mama/patologia , Neoplasias da Mama/terapia , Feminino , Humanos , Pessoa de Meia-Idade , Metástase Neoplásica , Prognóstico , Estudos Prospectivos , Taxa de Sobrevida
12.
Clin Cancer Res ; 10(20): 6897-904, 2004 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-15501967

RESUMO

PURPOSE: The purpose of this study was to determine the accuracy, precision, and linearity of the CellSearch system and evaluate the number of circulating tumor cells (CTCs) per 7.5 mL of blood in healthy subjects, patients with nonmalignant diseases, and patients with a variety of metastatic carcinomas. EXPERIMENTAL DESIGN: The CellSearch system was used to enumerate CTCs in 7.5 mL of blood. Blood samples spiked with cells from tumor cell lines were used to establish analytical accuracy, reproducibility, and linearity. Prevalence of CTCs was determined in blood from 199 patients with nonmalignant diseases, 964 patients with metastatic carcinomas, and 145 healthy donors. RESULTS: Enumeration of spiked tumor cells was linear over the range of 5 to 1,142 cells, with an average recovery of >/=85% at each spike level. Only 1 of the 344 (0.3%) healthy and nonmalignant disease subjects had >/=2 CTCs per 7.5 mL of blood. In 2,183 blood samples from 964 metastatic carcinoma patients, CTCs ranged from 0 to 23,618 CTCs per 7.5 mL (mean, 60 +/- 693 CTCs per 7.5 mL), and 36% (781 of 2,183) of the specimens had >/=2 CTCs. Detection of >/=2 CTCs occurred at the following rates: 57% (107 of 188) of prostate cancers, 37% (489 of 1,316) of breast cancers, 37% (20 of 53) of ovarian cancers, 30% (99 of 333) of colorectal cancers, 20% (34 of 168) of lung cancers, and 26% (32 of 125) of other cancers. CONCLUSIONS: The CellSearch system can be standardized across multiple laboratories and may be used to determine the clinical utility of CTCs. CTCs are extremely rare in healthy subjects and patients with nonmalignant diseases but present in various metastatic carcinomas with a wide range of frequencies.


Assuntos
Carcinoma/patologia , Metástase Neoplásica , Células Neoplásicas Circulantes , Adulto , Automação , Bioensaio , Estudos de Casos e Controles , Técnicas Citológicas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
13.
N Engl J Med ; 351(8): 781-91, 2004 Aug 19.
Artigo em Inglês | MEDLINE | ID: mdl-15317891

RESUMO

BACKGROUND: We tested the hypothesis that the level of circulating tumor cells can predict survival in metastatic breast cancer. METHODS: In a prospective, multicenter study, we tested 177 patients with measurable metastatic breast cancer for levels of circulating tumor cells both before the patients were to start a new line of treatment and at the first follow-up visit. The progression of the disease or the response to treatment was determined with the use of standard imaging studies at the participating centers. RESULTS: Outcomes were assessed according to levels of circulating tumor cells at baseline, before the patients started a new treatment for metastatic disease. Patients in a training set with levels of circulating tumor cells equal to or higher than 5 per 7.5 ml of whole blood, as compared with the group with fewer than 5 circulating tumor cells per 7.5 ml, had a shorter median progression-free survival (2.7 months vs. 7.0 months, P<0.001) and shorter overall survival (10.1 months vs. >18 months, P<0.001). At the first follow-up visit after the initiation of therapy, this difference between the groups persisted (progression-free survival, 2.1 months vs. 7.0 months; P<0.001; overall survival, 8.2 months vs. >18 months; P<0.001), and the reduced proportion of patients (from 49 percent to 30 percent) in the group with an unfavorable prognosis suggested that there was a benefit from therapy. The multivariate Cox proportional-hazards regression showed that, of all the variables in the statistical model, the levels of circulating tumor cells at baseline and at the first follow-up visit were the most significant predictors of progression-free and overall survival. CONCLUSIONS: The number of circulating tumor cells before treatment is an independent predictor of progression-free survival and overall survival in patients with metastatic breast cancer.


Assuntos
Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Células Neoplásicas Circulantes , Neoplasias da Mama/sangue , Neoplasias da Mama/terapia , Separação Celular , Progressão da Doença , Feminino , Humanos , Pessoa de Meia-Idade , Metástase Neoplásica , Modelos de Riscos Proporcionais , Estudos Prospectivos , Análise de Sobrevida
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