Department of Molecular and Translational Biomedicine, Institute of Natural and Applied Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey.
Department of Genome Studies, Institute of Health Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey.
PeerJ. 2023 Apr 19;11:e15250. doi: 10.7717/peerj.15250. eCollection 2023.
Leptomeningeal carcinomatosis (LMC) is a rare type of cancer that settles at the meninges through metastasis of non-small cell lung cancer (NSCLC), breast cancer and melanoma. The molecular mechanism underlying LMC is not known, therefore molecular studies investigating the development of LMC are needed. Here, we aimed to identify commonly mutated genes in LMC caused by NSCLC, breast cancer, and melanoma using an in-slico approach and their interactions using integrated bioinformatic approaches/tools in this meta-analysis.
We conducted a meta-analysis using information from 16 studies that included different sequencing techniques of patients with LMC caused by three different primary cancers: breast cancer, NSCLC, and melanoma. All studies that assessed mutation information from patients with LMC were searched in PubMed, from their inception to February, 16 2022. Studies that performed NGS on LMC patients with NSCLC, breast cancer, or melanoma were included, while studies that did not apply NGS to CSF samples, did not provide information on altered genes, were reviews, editorials, or conference abstracts, or whose main goal was the detection of malignancies were all excluded. We identified commonly mutated genes in all three types of cancer. Next, we constructed a protein-protein interaction network, then performed pathway enrichment analysis. We searched National Institutes of Health (NIH) and Drug-Gene Interaction Database (DGIdb) to find candidate drugs.
We found that , and genes were commonly mutated genes in all three types of cancer our meta-analysis that consisted out of 16 studies. Our pathway enrichment analysis showed that all five genes were primarily associated with regulation of cell communication and signaling, and cell proliferation. Other enriched pathways included regulation of apoptotic processes of leukocytes and fibroblasts, macroautophagy and growth. According to our drug search we found candidate drugs; Everolimus, Bevacizumab and Temozolomide, which interact with these five genes.
In conclusion, a total of 96 mutated genes in LMC were investigated meta-analysis. Our findings suggested vital roles of , and , which can provide insight into the molecular basis of LMC development and paving the door to the development of new targeted medicine and will encourage molecular biologists to seek biological evidence.
脑膜癌病(LMC)是一种罕见的癌症类型,通过非小细胞肺癌(NSCLC)、乳腺癌和黑色素瘤的转移而在脑膜中定居。LMC 的分子机制尚不清楚,因此需要进行分子研究以探讨 LMC 的发生机制。在这里,我们旨在使用计算机模拟方法鉴定由 NSCLC、乳腺癌和黑色素瘤引起的 LMC 中的常见突变基因,并使用整合的生物信息学方法/工具进行综合分析。
我们进行了一项荟萃分析,使用了来自 16 项研究的信息,这些研究包括三种不同原发性癌症(乳腺癌、NSCLC 和黑色素瘤)引起的不同 LMC 患者的测序技术。从 1970 年 1 月至 2022 年 2 月 16 日,我们在 PubMed 中搜索了评估 LMC 患者突变信息的所有研究。我们纳入了对 LMC 患者进行 NSCLC、乳腺癌或黑色素瘤 NGS 的研究,而排除了未应用 NGS 于 CSF 样本、未提供基因改变信息、为综述、社论或会议摘要、或主要目标为检测恶性肿瘤的研究。我们确定了所有三种癌症中的常见突变基因。接下来,我们构建了蛋白质-蛋白质相互作用网络,然后进行了通路富集分析。我们在国立卫生研究院(NIH)和药物-基因相互作用数据库(DGIdb)中搜索候选药物。
我们发现,在包含 16 项研究的荟萃分析中,、和 基因是所有三种癌症的常见突变基因。我们的通路富集分析表明,这五个基因主要与细胞通讯和信号的调节以及细胞增殖有关。其他富集的途径包括白细胞和成纤维细胞凋亡过程的调节、巨自噬和生长。根据我们的药物搜索,我们发现了候选药物;依维莫司、贝伐单抗和替莫唑胺,这些药物与这五个基因相互作用。
总之,通过荟萃分析研究了 96 个 LMC 中的突变基因。我们的研究结果表明、和 的重要作用,这为 LMC 发展的分子基础提供了深入了解,并为开发新的靶向药物铺平了道路,这将鼓励分子生物学家寻求生物学证据。