Abstract:
:Genome-wide transcriptome profiling has enabled non-supervised classification of tumours, revealing different sub-groups characterized by specific gene expression features. However, the biological significance of these subtypes remains for the most part unclear. We describe herein an interactive platform, Minimum Spanning Trees Inferred Clustering (MiSTIC), that integrates the direct visualization and comparison of the gene correlation structure between datasets, the analysis of the molecular causes underlying co-variations in gene expression in cancer samples, and the clinical annotation of tumour sets defined by the combined expression of selected biomarkers. We have used MiSTIC to highlight the roles of specific transcription factors in breast cancer subtype specification, to compare the aspects of tumour heterogeneity targeted by different prognostic signatures, and to highlight biomarker interactions in AML. A version of MiSTIC preloaded with datasets described herein can be accessed through a public web server (http://mistic.iric.ca); in addition, the MiSTIC software package can be obtained (github.com/iric-soft/MiSTIC) for local use with personalized datasets.
journal_name
Nucleic Acids Resjournal_title
Nucleic acids researchauthors
Lemieux S,Sargeant T,Laperrière D,Ismail H,Boucher G,Rozendaal M,Lavallée VP,Ashton-Beaucage D,Wilhelm B,Hébert J,Hilton DJ,Mader S,Sauvageau Gdoi
10.1093/nar/gkx338subject
Has Abstractpub_date
2017-07-27 00:00:00pages
e122issue
13eissn
0305-1048issn
1362-4962pii
3796331journal_volume
45pub_type
杂志文章abstract::The DNA sequence of a 225.4 kilobase segment of the Escherichia coli K-12 genome is described here, from 76.0 to 81.5 minutes on the genetic map. This brings the total of contiguous sequence from the E.coli genome project to 725.1 kb (76.0 to 92.8 minutes). We found 191 putative coding genes (ORFs) of which 72 genes w...
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