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In the breath tests she picked out the cancer sample 33 out of 36 times.
Furthermore, it has been shown that a liver cancer sample of 2.5 cm (1 inch) contains more than 100 million mutations [35].
That particular assay tests for "actionable mutations"—changes to those genes in a lung cancer sample that have been identified to date as helping guide treatment.
Moreover a reverse correlation was found between SMAR1 and secreted TGFβ1 in benign and malignant breast cancer sample (Figure 8G).
Using basic principles of machine supervised learning [28], [29] a classification algorithm that distinguished each oncogenic phenotype (e.g. cancer sample verse normal) was generated and validated.
With further development, including larger early stage ovarian cancer sample sizes and improved assay performance, the use of FRα as a biomarker for ovarian cancer may be feasible.
Our study focused on the analysis of early stage disease with >50% of the cancer sample set representing stages I and II disease (Table 1).
We were able to utilize a large colorectal cancer sample that has been examined for multiple molecular events, and appropriate biostatistical methods.
Data sets, from re-assayed prostate cancer sample 811 and colon sample 792, showed strong correlations when raw array data were compared (r2 = 0.94 and 0.96 respectively).
The authors of the study have also been very careful to include only one Gleason pattern in each laser-captured cancer sample, following a process in which the patterns were assessed independently by two investigators.The matched benign epithelium was captured for each cancer sample for a total of 121 samples.
Cancer sample.
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