Institute of Computational Life Sciences, Zurich University of Applied Sciences, Wädenswil, Switzerland.
Department of Molecular Life Sciences, University of Zurich, Zurich, Switzerland.
Sci Rep. 2024 Feb 9;14(1):3331. doi: 10.1038/s41598-024-53739-0.
Short tandem repeat (STR) mutations are prevalent in colorectal cancer (CRC), especially in tumours with the microsatellite instability (MSI) phenotype. While STR length variations are known to regulate gene expression under physiological conditions, the functional impact of STR mutations in CRC remains unclear. Here, we integrate STR mutation data with clinical information and gene expression data to study the gene regulatory effects of STR mutations in CRC. We confirm that STR mutability in CRC highly depends on the MSI status, repeat unit size, and repeat length. Furthermore, we present a set of 1244 putative expression STRs (eSTRs) for which the STR length is associated with gene expression levels in CRC tumours. The length of 73 eSTRs is associated with expression levels of cancer-related genes, nine of which are CRC-specific genes. We show that linear models describing eSTR-gene expression relationships allow for predictions of gene expression changes in response to eSTR mutations. Moreover, we found an increased mutability of eSTRs in MSI tumours. Our evidence of gene regulatory roles for eSTRs in CRC highlights a mostly overlooked way through which tumours may modulate their phenotypes. Future extensions of these findings could uncover new STR-based targets in the treatment of cancer.
短串联重复 (STR) 突变在结直肠癌 (CRC) 中很常见,尤其是在具有微卫星不稳定 (MSI) 表型的肿瘤中。虽然已知 STR 长度变化在生理条件下可以调节基因表达,但 CRC 中 STR 突变的功能影响尚不清楚。在这里,我们将 STR 突变数据与临床信息和基因表达数据相结合,研究 CRC 中 STR 突变对基因调控的影响。我们证实,CRC 中的 STR 突变率高度依赖于 MSI 状态、重复单元大小和重复长度。此外,我们提出了一组 1244 个可能的表达 STR(eSTR),这些 STR 的长度与 CRC 肿瘤中的基因表达水平相关。73 个 eSTR 的长度与癌症相关基因的表达水平相关,其中 9 个是 CRC 特异性基因。我们表明,描述 eSTR-基因表达关系的线性模型允许预测 eSTR 突变对基因表达变化的影响。此外,我们发现 MSI 肿瘤中 eSTR 的突变率增加。我们在 CRC 中 eSTR 具有基因调控作用的证据突出了一种肿瘤可能调节其表型的主要被忽视的方式。这些发现的进一步扩展可能会发现癌症治疗中的新 STR 靶点。