65 research outputs found

    Do serum biomarkers really measure breast cancer?

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    Background Because screening mammography for breast cancer is less effective for premenopausal women, we investigated the feasibility of a diagnostic blood test using serum proteins. Methods This study used a set of 98 serum proteins and chose diagnostically relevant subsets via various feature-selection techniques. Because of significant noise in the data set, we applied iterated Bayesian model averaging to account for model selection uncertainty and to improve generalization performance. We assessed generalization performance using leave-one-out cross-validation (LOOCV) and receiver operating characteristic (ROC) curve analysis. Results The classifiers were able to distinguish normal tissue from breast cancer with a classification performance of AUC = 0.82 ± 0.04 with the proteins MIF, MMP-9, and MPO. The classifiers distinguished normal tissue from benign lesions similarly at AUC = 0.80 ± 0.05. However, the serum proteins of benign and malignant lesions were indistinguishable (AUC = 0.55 ± 0.06). The classification tasks of normal vs. cancer and normal vs. benign selected the same top feature: MIF, which suggests that the biomarkers indicated inflammatory response rather than cancer. Conclusion Overall, the selected serum proteins showed moderate ability for detecting lesions. However, they are probably more indicative of secondary effects such as inflammation rather than specific for malignancy.United States. Dept. of Defense. Breast Cancer Research Program (Grant No. W81XWH-05-1-0292)National Institutes of Health (U.S.) (R01 CA-112437-01)National Institutes of Health (U.S.) (NIH CA 84955

    Telomerase activity in patients with chronic myeloid leukemia and lymphoma

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    Telomeres are repeated DNA sequences, positioned at the ends of chromosomes and are essential for the stable maintenance of chromosomes. The telomere length serves as a mitotic clock determining the remaining replicative capacity of the cell. Telomeric sequences are lost during each cell division, leading to a process thought to contribute to senescence and cell death. The enzyme telomerase adds 5'-TTAGGG-3' repeats to the mammalian telomeres and maintains the telomere length. Telomerase is normally inactive in most somatic cells but telomerase activity is observed in malignancies. In this study telomerase activity was analyzed in patients with chronic myeloid leukemia (CML) and lymphoma by PCR and ELISA. This approach combines highly specific amplification of the telomerase-mediated elongation products with nonradioactive detection in a highly sensitive photometric ELISA. The PCR products were also analyzed by Southern blotting. The telomerase-specific PCR products were seperated by electrophoresis and transferred to a nylon membrane with subsequent detection of the biotinylated amplificates. High activity levers were detected in 17 CML ( 34 %) patients. On the other hand, no activity was observed in lymphoma patients. An increase in the shorter telomeric bands was observed in CML patients who displayed a high level of telomerase activity. In contrast to the low enzyme activity, evidence of telomeric repeats were also found in some lymphoma patients by Southern blotting. This may indicate that lymphoma cells may make use of different pathways for maintaining the length of their telomeres

    CA242 and total antioxidant levels in comparison to CEA and CA 19-9 in colorectal cancer

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    We investigated the levels of CEA, CA 242,CA 19-9 and the total antioxidant status in 45 patients with colorectal cancer. Blood samples were obtained from 24 patients in the early postoperative phase, 16 patients in the late postoperative phase and 5 patients with recurrent disease. Statistical significances were calculated in each group by the Mann-Whitney U test. No meaningful difference was observed between the control and early or late postoperative groups. However, serum CEA levels were significantly different between the control and recurrent groups (p < 0.001). A meaningful difference was also observed between the recurrent and early (p < 0.001) and late postoperative (p = 0.015) groups, respectively. Our study shows that CEA is the only tumor marker that can be used in monitoring colorectal cancer patients
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