Targeted hotspot profiling reveals a functionally relevant mutation in bladder cancer.

IF 2.3 3区 医学 Q3 ONCOLOGY
Md Naiem Hossain, Depro Das, Munshi Akid Mostofa, Md Ismail Hosen, Yearul Kabir
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引用次数: 0

Abstract

Background: Understanding the mutational landscape is critical for elucidating the molecular mechanisms driving cancer progression. This study aimed to profile somatic mutations in bladder cancer patients (N=7) from Bangladesh to provide insights into the genetic alterations underlying this malignancy.

Methods: We performed targeted sequencing of 50 oncogenes and tumor suppressor genes using the Ion AmpliSeq Cancer Hotspot Panel v2 on tumor and matched blood samples from seven bladder cancer patients. Somatic variants were identified with GATK Mutect2, annotated with ANNOVAR, and analyzed using maftools. Molecular subtypes were defined through NMF clustering, ssGSEA, and immune deconvolution on TCGA data. Structural and functional impacts of deleterious mutations were assessed through protein modeling, docking, molecular dynamics simulations, and survival analysis.

Results: Analysis of somatic variants revealed the presence of frameshift indels (insertions-deletions) and missense SNVs (msSNVs), while T > C and C > T transitions were highly prevalent among the SNVs. The genes that were highly mutated in this series included ATM, APC, STK11, TP53, KIT, MET, ERBB4, RET, KDR, and PIK3CA in each sample. Among these genes, the tumor suppressor gene STK11 was found to be highly deleterious due to a mutation involving phenylalanine to serine substitution at the 255th amino acid position of the STK11 protein. Further, we investigated the effect of somatic mutations in the STK11 gene using different bioinformatics tools. 3D structure analyses and molecular dynamics simulation showed that the mutation occurred within the protein's kinase domain, contributing to the destabilization of the protein's structure; lowered the affinity for ATP binding, and affected the catalytic properties, which may ultimately lead to the loss of its tumor suppressive function. Additionally, mutational signature-based stratification identified 2 molecular subtypes with basal and luminal characteristics. Integrative transcriptomic analysis was performed to characterize these 2 subtypes using publicly available transcriptomic dataset. Despite a lower tumor mutational burden, the basal subtype was significantly associated with immune infiltration within the tumor microenvironment and displayed aggressive and metastatic disease traits.

Conclusion: Our study highlights STK11 as a key deleterious mutation in Bangladeshi bladder cancer patients, suggesting its potential role in tumor progression and patient prognosis.

靶向热点分析揭示膀胱癌的功能相关突变。
背景:了解突变景观对于阐明驱动癌症进展的分子机制至关重要。本研究旨在分析孟加拉国膀胱癌患者(N=7)的体细胞突变,以深入了解这种恶性肿瘤的遗传改变。方法:利用Ion AmpliSeq Cancer Hotspot Panel v2对7例膀胱癌患者的肿瘤和匹配血液样本进行50个癌基因和抑癌基因的靶向测序。体细胞变异用GATK Mutect2进行鉴定,用ANNOVAR进行注释,并用maftools进行分析。通过NMF聚类、ssGSEA和TCGA数据的免疫反褶积来定义分子亚型。通过蛋白质建模、对接、分子动力学模拟和生存分析来评估有害突变的结构和功能影响。结果:体细胞变异体分析显示存在移码序列(插入-缺失)和错义snv (mssnv),而T > C和C > T转移在snv中非常普遍。该系列中高度突变的基因包括ATM、APC、STK11、TP53、KIT、MET、ERBB4、RET、KDR和PIK3CA。在这些基因中,肿瘤抑制基因STK11被发现是高度有害的,因为STK11蛋白第255个氨基酸位置的突变涉及苯丙氨酸到丝氨酸的替换。此外,我们使用不同的生物信息学工具研究了STK11基因体细胞突变的影响。三维结构分析和分子动力学模拟表明,突变发生在蛋白的激酶结构域内,导致蛋白结构不稳定;降低了对ATP结合的亲和力,影响了催化性能,最终可能导致其肿瘤抑制功能的丧失。此外,基于突变特征的分层鉴定出2种具有基底和腔特征的分子亚型。利用公开的转录组数据集进行整合转录组分析以表征这两种亚型。尽管肿瘤突变负担较低,但基底亚型与肿瘤微环境内的免疫浸润显著相关,并表现出侵袭性和转移性疾病特征。结论:我们的研究强调STK11在孟加拉国膀胱癌患者中是一个关键的有害突变,提示其在肿瘤进展和患者预后中的潜在作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.80
自引率
3.70%
发文量
297
审稿时长
7.6 weeks
期刊介绍: Urologic Oncology: Seminars and Original Investigations is the official journal of the Society of Urologic Oncology. The journal publishes practical, timely, and relevant clinical and basic science research articles which address any aspect of urologic oncology. Each issue comprises original research, news and topics, survey articles providing short commentaries on other important articles in the urologic oncology literature, and reviews including an in-depth Seminar examining a specific clinical dilemma. The journal periodically publishes supplement issues devoted to areas of current interest to the urologic oncology community. Articles published are of interest to researchers and the clinicians involved in the practice of urologic oncology including urologists, oncologists, and radiologists.
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