Hunan Cancer Hospital and The Affiliated cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.
School of Biological Sciences, University of Nebraska, Lincoln, Nebraska, USA.
Cancer Rep (Hoboken). 2023 Apr;6(4):e1782. doi: 10.1002/cnr2.1782. Epub 2023 Feb 6.
Colorectal cancer (CRC) is a deadly and commonly diagnosed cancer. Cell-free circulating tumor DNAs (ctDNA) have been used in the diagnosis and treatment of CRC, but there are open questions about the relationship between ctDNAs and CRC. Although mutations of genes detected by ctDNA in CRC have been studied, the quantitative relationship between ctDNA mutations and ctDNA concentration has not been addressed.
We hypothesized that there was an association between mutations of genes identified in ctDNAs and ctDNA concentration. His study examined this association in a population of CRC patients.
In 85 CRC patients, we sampled 282 mutations in 36 genes and conducted an association study based on a Random forest model between mutations and ctDNA concentrations in all patients.
This association study showed that mutations on five genes, ALK, PMS2, KDR, MAP2K1, and MSH2, were associated with the ctDNA concentrations in CRC patients' blood samples. Because ctDNA mutations correlate with ctDNA level, we can infer the tumor burden or tumor size from ctDNA mutations, as well as the survival time for prognosis.
Our findings shed light on the associations between mutations of genes identified in ctDNAs and ctDNA concentration in the blood of CRC patients. This discovery provides information regarding the tumor burden or tumor size based on ctDNA mutations.
结直肠癌(CRC)是一种致命且常见的癌症。游离循环肿瘤 DNA(ctDNA)已被用于 CRC 的诊断和治疗,但 ctDNA 与 CRC 之间的关系仍存在一些问题。尽管已经研究了 CRC 中 ctDNA 检测到的基因突变,但 ctDNA 突变与 ctDNA 浓度之间的定量关系尚未得到解决。
我们假设 ctDNA 中鉴定的基因突变与 ctDNA 浓度之间存在关联。本研究在 CRC 患者人群中检验了这种关联。
在 85 名 CRC 患者中,我们对 36 个基因中的 282 个突变进行了采样,并在所有患者中基于随机森林模型对突变与 ctDNA 浓度之间进行了关联研究。
这项关联研究表明,五个基因(ALK、PMS2、KDR、MAP2K1 和 MSH2)的突变与 CRC 患者血液样本中的 ctDNA 浓度相关。由于 ctDNA 突变与 ctDNA 水平相关,我们可以从 ctDNA 突变中推断出肿瘤负荷或肿瘤大小,以及预后的生存时间。
我们的发现揭示了 CRC 患者血液中 ctDNA 中鉴定的基因突变与 ctDNA 浓度之间的关联。这一发现为基于 ctDNA 突变的肿瘤负荷或肿瘤大小提供了信息。