BioPlat: a software for human cancer biomarker discovery

被引:6
作者
Butti, Matias D. [1 ]
Chanfreau, Hernan [1 ]
Martinez, Diego [1 ]
Garcia, Diego [1 ]
Lacunza, Ezequiel [1 ]
Abba, Martin C. [1 ]
机构
[1] Natl Univ La Plata, Fac Med Sci, Basic & Appl Immunol Res Ctr, RA-1900 La Plata, Buenos Aires, Argentina
关键词
D O I
10.1093/bioinformatics/btu111
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Development of effective tools such as oligo-microarrays and next-generation sequencing methods for monitoring gene expression on a large scale has resulted in the discovery of gene signatures with prognostic/predictive value in various malignant neoplastic diseases. However, with the exponential growth of gene expression databases, biologists are faced with the challenge of extracting useful information from these repositories. Here, we present a software package, BioPlat (Biomarkers Platform), which allows biologists to identify novel prognostic and predictive cancer biomarkers based on the data mining of gene expression signatures and gene expression profiling databases. BioPlat has been designed as an easy-to-use and flexible desktop software application, which provides a set of analytical tools related to data extraction, preprocessing, filtering, gene expression signature calculation, in silico validation, feature selection and annotation that leverage the integration and reuse of gene expression signatures in the context of follow-up data.
引用
收藏
页码:1782 / 1784
页数:3
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