Functionally-focused algorithmic analysis of high resolution microarray-CGH genomic landscapes demonstrates comparable genomic copy number aberrations in MSI and MSS sporadic colorectal cancer

PLoS One. 2017 Feb 23;12(2):e0171690. doi: 10.1371/journal.pone.0171690. eCollection 2017.

Abstract

Array-based comparative genomic hybridization (aCGH) emerged as a powerful technology for studying copy number variations at higher resolution in many cancers including colorectal cancer. However, the lack of standardized systematic protocols including bioinformatic algorithms to obtain and analyze genomic data resulted in significant variation in the reported copy number aberration (CNA) data. Here, we present genomic aCGH data obtained using highly stringent and functionally relevant statistical algorithms from 116 well-defined microsatellites instable (MSI) and microsatellite stable (MSS) colorectal cancers. We utilized aCGH to characterize genomic CNAs in 116 well-defined sets of colorectal cancer (CRC) cases. We further applied the significance testing for aberrant copy number (STAC) and Genomic Identification of Significant Targets in Cancer (GISTIC) algorithms to identify functionally relevant (nonrandom) chromosomal aberrations in the analyzed colorectal cancer samples. Our results produced high resolution genomic landscapes of both, MSI and MSS sporadic CRC. We found that CNAs in MSI and MSS CRCs are heterogeneous in nature but may be divided into 3 distinct genomic patterns. Moreover, we show that although CNAs in MSI and MSS CRCs differ with respect to their size, number and chromosomal distribution, the functional copy number aberrations obtained from MSI and MSS CRCs were in fact comparable but not identical. These unifying CNAs were verified by MLPA tumor-loss gene panel, which spans 15 different chromosomal locations and contains 50 probes for at least 20 tumor suppressor genes. Consistently, deletion/amplification in these frequently cancer altered genes were identical in MSS and MSI CRCs. Our results suggest that MSI and MSS copy number aberrations driving CRC may be functionally comparable.

MeSH terms

  • Algorithms
  • Colon / pathology
  • Colorectal Neoplasms / diagnosis
  • Colorectal Neoplasms / genetics*
  • Comparative Genomic Hybridization / methods
  • DNA Copy Number Variations*
  • Female
  • Humans
  • Male
  • Microsatellite Instability*
  • Microsatellite Repeats*
  • Oligonucleotide Array Sequence Analysis / methods
  • Rectum / pathology

Grants and funding

This work was supported by grant number 2011-1302-06, given to Prof. Fahd Al-Mulla by the Kuwait Foundation for the Advancement of Sciences KFAS (www.kfas.org). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.