Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, 2, Ireland.
Centre for Systems Medicine, Royal College of Surgeons in Ireland, Dublin, 2, Ireland.
Br J Cancer. 2024 May;130(11):1809-1818. doi: 10.1038/s41416-024-02656-0. Epub 2024 Mar 26.
Existing colorectal cancer subtyping methods were generated without much consideration of potential differences in expression profiles between colon and rectal tissues. Moreover, locally advanced rectal cancers at resection often have received neoadjuvant chemoradiotherapy which likely has a significant impact on gene expression.
We collected mRNA expression profiles for rectal and colon cancer samples (n = 2121). We observed that (i) Consensus Molecular Subtyping (CMS) had a different prognosis in treatment-naïve rectal vs. colon cancers, and (ii) that neoadjuvant chemoradiotherapy exposure produced a strong shift in CMS subtypes in rectal cancers. We therefore clustered 182 untreated rectal cancers to find rectal cancer-specific subtypes (RSSs).
We identified three robust subtypes. We observed that RSS1 had better, and RSS2 had worse disease-free survival. RSS1 showed high expression of MYC target genes and low activity of angiogenesis genes. RSS2 exhibited low regulatory T cell abundance, strong EMT and angiogenesis signalling, and high activation of TGF-β, NF-κB, and TNF-α signalling. RSS3 was characterised by the deactivation of EGFR, MAPK and WNT pathways.
We conclude that RSS subtyping allows for more accurate prognosis predictions in rectal cancers than CMS subtyping and provides new insight into targetable disease pathways within these subtypes.
现有的结直肠癌亚型分类方法没有充分考虑结肠和直肠组织之间表达谱的潜在差异。此外,接受新辅助放化疗的局部晚期直肠癌往往对基因表达有显著影响。
我们收集了直肠和结肠癌样本的 mRNA 表达谱(n=2121)。我们观察到:(i)共识分子亚型(CMS)在未经治疗的直肠和结肠癌症中具有不同的预后,(ii)新辅助放化疗暴露导致直肠癌症中的 CMS 亚型发生强烈转变。因此,我们对 182 例未经治疗的直肠癌进行聚类,以寻找直肠癌症特异性亚型(RSS)。
我们确定了三个稳健的亚型。我们发现 RSS1 具有更好的无病生存率,而 RSS2 则较差。RSS1 表现出 MYC 靶基因的高表达和血管生成基因的低活性。RSS2 表现出低调节性 T 细胞丰度、强烈的 EMT 和血管生成信号以及 TGF-β、NF-κB 和 TNF-α 信号的高度激活。RSS3 的特点是 EGFR、MAPK 和 WNT 通路失活。
我们得出结论,RSS 亚型分类比 CMS 亚型分类能更准确地预测直肠癌症的预后,并为这些亚型中的靶向治疗途径提供新的见解。