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1.
PLoS One ; 7(10): e46846, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23082132

RESUMO

BACKGROUND: More than two-thirds of women who undergo surgery for suspected ovarian neoplasm do not have cancer. Our previous results suggest phospholipids as potential biomarkers of ovarian cancer. In this study, we measured the serum levels of multiple phospholipids among women undergoing surgery for suspected ovarian cancer to identify biomarkers that better predict whether an ovarian mass is malignant. METHODOLOGY/PRINCIPAL FINDINGS: We obtained serum samples preoperatively from women with suspected ovarian cancer enrolled through a prospective, population-based rapid ascertainment system. Samples were analyzed from all women in whom a diagnosis of epithelial ovarian cancer (EOC) was confirmed and from benign disease cases randomly selected from the remaining (non-EOC) samples. We measured biologically relevant phospholipids using liquid chromatography/electrospray ionization mass spectrometry. We applied a powerful statistical and machine learning approach, Hybrid huberized support vector machine (HH-SVM) to prioritize phospholipids to enter the biomarker models, and used cross-validation to obtain conservative estimates of classification error rates. RESULTS: The HH-SVM model using the measurements of specific combinations of phospholipids supplements clinical CA125 measurement and improves diagnostic accuracy. Specifically, the measurement of phospholipids improved sensitivity (identification of cases with preoperative CA125 levels below 35) among two types of cases in which CA125 performance is historically poor - early stage cases and those of mucinous histology. Measurement of phospholipids improved the identification of early stage cases from 65% (based on CA125) to 82%, and mucinous cases from 44% to 88%. CONCLUSIONS/SIGNIFICANCE: Levels of specific serum phospholipids differ between women with ovarian cancer and those with benign conditions. If validated by independent studies in the future, these biomarkers may serve as an adjunct at the time of clinical presentation, to distinguish between women with ovarian cancer and those with benign conditions with shared symptoms and features.


Assuntos
Neoplasias Epiteliais e Glandulares/sangue , Neoplasias Epiteliais e Glandulares/diagnóstico , Neoplasias Ovarianas/sangue , Neoplasias Ovarianas/diagnóstico , Fosfolipídeos/sangue , Biomarcadores Tumorais/sangue , Antígeno Ca-125/sangue , Carcinoma Epitelial do Ovário , Feminino , Humanos , Pessoa de Meia-Idade , Modelos Biológicos , Neoplasias Epiteliais e Glandulares/classificação , Neoplasias Epiteliais e Glandulares/patologia , Neoplasias Ovarianas/classificação , Neoplasias Ovarianas/patologia , Sensibilidade e Especificidade , Máquina de Vetores de Suporte
2.
Cancer Epidemiol Biomarkers Prev ; 13(7): 1185-91, 2004 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-15247129

RESUMO

OBJECTIVE: To determine whether lysophosphatidic acid (LPA) and other lysophospholipids (LPL) are useful markers for diagnosis and/or prognosis of ovarian cancer in a controlled setting. METHOD: Plasma samples were collected from ovarian cancer patients and healthy control women in Hillsborough and Pinellas counties, Florida, and processed at the University of South Florida H. Lee Moffitt Cancer Center and Research Institute (Moffitt). Case patients with epithelial ovarian cancer (n = 117) and healthy control subjects (n = 27) participated in the study. Blinded LPL analysis, including 23 individual LPL species, was performed at the Cleveland Clinic Foundation using an electrospray ionization mass spectrometry-based method. LPL levels were transmitted to Moffitt, where clinical data were reviewed and statistical analyses were performed. RESULTS: There were statistically significant differences between preoperative case samples (n = 45) and control samples (n = 27) in the mean levels of total LPA, total lysophosphatidylinositol (LPI), sphingosine-1-phosphate (S1P), and individual LPA species as well as the combination of several LPL species. The combination of 16:0-LPA and 20:4-LPA yielded the best discrimination between preoperative case samples and control samples, with 93.1% correct classification, 91.1% sensitivity, and 96.3% specificity. In 22 cases with both preoperative and postoperative samples, the postoperative levels of several LPL, including S1P, total LPA, and lysophosphatidylcholine (LPC) levels and some individual species of LPA and LPC, were significantly different from preoperative levels. CONCLUSION: LPA, LPI, LPC, and S1P appear useful as diagnostic and prognostic biomarkers of ovarian cancer.


Assuntos
Biomarcadores Tumorais/sangue , Lisofosfolipídeos/sangue , Neoplasias Ovarianas/sangue , Esfingosina/análogos & derivados , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Lisofosfolipídeos/classificação , Pessoa de Meia-Idade , Estadiamento de Neoplasias/classificação , Neoplasias Epiteliais e Glandulares/sangue , Neoplasias Peritoneais/sangue , Espectrometria de Massas por Ionização por Electrospray , Esfingosina/sangue
3.
Gynecol Oncol ; 93(1): 257-9, 2004 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15047247

RESUMO

BACKGROUND: Superior vena cava syndrome is most often encountered in patients with malignancies. The diagnosis constitutes an oncologic emergency with prompt treatment indicated to manage the acute symptoms. There are few reports describing the syndrome in patients with gynecologic malignancies and central venous catheters. Management has included treatment of the metastatic disease and anticoagulation/thrombolysis with catheter removal early in therapy. CASE REPORT: The case described is the first report of a patient with fallopian tube carcinoma complicated by SVC syndrome. The complication was attributed to an implanted venous access port being utilized to give adjuvant combination chemotherapy. CONCLUSIONS: Superior vena cava syndrome is rarely encountered in gynecologic oncology patients and constitutes a medical emergency. When encountered in the setting of an implanted catheter, thrombolysis and anticoagulation is an alternative to catheter removal in selected patients.


Assuntos
Adenocarcinoma/tratamento farmacológico , Cateterismo Venoso Central/efeitos adversos , Neoplasias das Tubas Uterinas/tratamento farmacológico , Síndrome da Veia Cava Superior/etiologia , Adenocarcinoma/complicações , Adenocarcinoma/patologia , Idoso , Neoplasias das Tubas Uterinas/complicações , Neoplasias das Tubas Uterinas/patologia , Feminino , Humanos , Estadiamento de Neoplasias
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