De Angelis Maria Teresa, Rizzuto Antonia, Amaddeo Angela, Sagnelli Carlo, Vono Niccolò, Reda Michela, Lise Valentina, Parrillo Luca, De Marco Carmela, Malanga Donatella, Santamaria Gianluca, Viglietto Giuseppe
Department of Experimental and Clinical Medicine, University "Magna Graecia" of Catanzaro, Campus "S. Venuta", Germaneto, 88100, Catanzaro, Italy.
Department of Medical and Surgical Sciences, University "Magna Graecia", 88100, Catanzaro, Italy.
J Transl Med. 2025 Aug 6;23(1):869. doi: 10.1186/s12967-025-06908-2.
Colorectal cancer (CRC) encompasses tumors arising in the colon (CC) and rectum (RC), often treated as a single disease despite emerging evidence of biological divergence. Understanding the molecular differences between CC and RC is critical for improving diagnosis, prognosis, and therapeutic strategies.
We performed an integrated genomic and transcriptomic analysis of CC and RC data from The Cancer Genome Atlas (TCGA) to investigate their degree of similarity and observed that these tumors present distinct molecular profiles, which suggest an evolution through divergent pathways. Comparative analyses included copy number alterations (CNAs), somatic mutations, driver gene prediction, differential gene expression, pathway enrichment, and survival analysis.
Chromosomal analyses revealed that 43% of focal and 77% of large-scale CNAs were specific of CC, while 10.5% and 57% were specific of RC with 8% of mutant genes unique to CC and 0.18% to RC. CC and RC presented distinct profiles of gene mutations, with CC showing significantly higher tumor mutational burden (0.51 muts/Mb vs 0.28 muts/Mb in RC). Distinct mutational signatures were identified, with CC characterized by a higher frequency of PIK3CA, BRAF, and DNAH1 mutations, while RC showed enrichment for TP53 and NRAS mutations. Importantly, analysis of predicted non-canonical driver genes identified ACVR1B, LTBP4, SETD1A as CC-specific drivers and C4BPA, EHD1 as RC-specific drivers, underscoring divergent oncogenic mechanisms. However, the most substantial divergence was observed in transcriptomic profiling, with 56% and 33% of DEGs (in CC and RC, respectively) that were tumor-type specific. Notably, RC tumors segregated into two distinct transcriptional subtypes (Cluster 1 and Cluster 2), with Cluster 1 showed a more heterogeneous Consensus Molecular Subtypes (CMS) distribution, while Cluster 2 enriched in CMS4 (mesenchymal) and CMS3 (metabolic) consensus molecular subtypes. Accordingly, Gene Set Enrichment Analysis revealed CC-specific upregulation of Wnt, MYC, and mTOR signaling pathways, and RC-specific enrichment of GPCR and neuronal development pathways. On the other hand, pseudogene expression was significantly higher in CC, suggesting differential mechanisms of transcriptional dysregulation. Finally, we identified an RC-specific multigene survival signature as a prognostic model involving upregulation of C2CD4B, HSPD1P1, LINC01356, CBX3P9, GATA2-AS1 and downregulation of ATP5F1EP2, HSP90AB3P and SNRPFP1.
Collectively, our findings provide robust molecular evidence that CC and RC follow divergent oncogenic pathways, emphasizing the need for site-specific biomarker development and therapeutic targeting in colorectal cancer.
结直肠癌(CRC)包括发生在结肠(CC)和直肠(RC)的肿瘤,尽管有越来越多的证据表明其生物学差异,但通常仍被视为一种单一疾病。了解CC和RC之间的分子差异对于改善诊断、预后和治疗策略至关重要。
我们对来自癌症基因组图谱(TCGA)的CC和RC数据进行了综合基因组和转录组分析,以研究它们的相似程度,并观察到这些肿瘤呈现出不同的分子特征,这表明它们是通过不同的途径进化而来的。比较分析包括拷贝数改变(CNA)、体细胞突变、驱动基因预测、差异基因表达、通路富集和生存分析。
染色体分析显示,43%的局灶性和77%的大规模CNA是CC特有的,而10.5%和57%是RC特有的,8%的突变基因是CC独有的,0.18%是RC独有的。CC和RC呈现出不同的基因突变谱,CC显示出显著更高的肿瘤突变负荷(0.51个突变/Mb,而RC为0.28个突变/Mb)。鉴定出了不同的突变特征,CC的特征是PIK3CA、BRAF和DNAH1突变频率较高,而RC则富集TP53和NRAS突变。重要的是,对预测的非经典驱动基因的分析确定ACVR1B、LTBP4、SETD1A为CC特异性驱动基因,C4BPA、EHD1为RC特异性驱动基因,突出了不同的致癌机制。然而,在转录组分析中观察到的最大差异是,分别有56%和33%的差异表达基因(DEG,在CC和RC中)是肿瘤类型特异性的。值得注意的是,RC肿瘤分为两个不同的转录亚型(簇1和簇2),簇1显示出更异质的共识分子亚型(CMS)分布,而簇2富集CMS4(间充质)和CMS3(代谢)共识分子亚型。因此,基因集富集分析显示CC特异性上调Wnt、MYC和mTOR信号通路,以及RC特异性富集GPCR和神经元发育通路。另一方面,假基因表达在CC中显著更高,表明转录失调的机制不同。最后,我们确定了一个RC特异性多基因生存特征作为一种预后模型,涉及C2CD4B、HSPD1P1、LINC01356、CBX3P9、GATA2-AS1的上调和ATP5F1EP2、HSP90AB3P和SNRPFP1的下调。
总体而言,我们的研究结果提供了有力的分子证据,表明CC和RC遵循不同的致癌途径,强调了结直肠癌中需要开发位点特异性生物标志物和进行治疗靶向。