使用全基因组测序的沙特肝细胞癌患者基因组景观:一项试点研究

M. Hassanain, Yang Liu, W. Hussain, Albandri Binowayn, Duna Barakeh, Ebtehal A. Alsolme, Faisal A Alsaif, Ghaida Almasaad, Mohammed Alswayyed, Maram Alaqel, Rana Aljunidel, Sherin Abdelrahman, C. Hauser, S. Alqahtani, R. Hoehndorf, M. Abedalthagafi
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引用次数: 0

摘要

肝细胞癌(HCC)是沙特阿拉伯第三大常见癌症。由于某些患者对标准治疗药物索拉非尼存在耐药性,HCC提出了重大的临床挑战。本研究旨在揭示沙特阿拉伯HCC患者的基因组特征,研究索拉非尼敏感和索拉非尼耐药患者肿瘤的基因组成,并分析这些个体中观察到的基因组异常的功能意义。一些HCC患者对索拉非尼的耐药性强调了需要替代治疗方法来有效对抗这一可怕的疾病负担。对16个HCC样本进行了全基因组测序(WGS),并对另外7个肿瘤进行了靶向测序。我们鉴定并验证了体细胞和种系遗传畸变。采用获奖的斯坦纳树算法,我们确定了每个患者重要的改变的遗传模块和潜在的生物标志物。此外,我们分析了非同义种系和体细胞突变,特别是在接受索拉非尼治疗的患者中。在接受索拉非尼治疗的13名患者中,3名患者表现出索拉非尼敏感性,而其他患者则表现出耐药性。值得注意的是,16个人中有3人携带易患癌症的突变。此外,16名患者中有8名在与癌症相关的基因中表现出非同义的体细胞改变。在目标测序样本中,在所有7例中都观察到罕见的非同义变异。该研究还揭示了在两例患者中发现的特异性体细胞畸变,包括TP53、PIK3CA、APOB、CTNNB1、DPYD、LRP1B、MYC和NFE2L2。在与索拉非尼治疗相关的42个基因中,10个耐药患者中有4个携带体细胞非同义变体。此外,当分析与42个基因最相关的5000个基因时,10个抗性个体中有7个表现出罕见的非同义种系变异。有趣的是,三位对索拉非尼敏感的患者都没有在这些基因中显示出任何相关的变异。我们的研究结果表明,大多数HCC患者具有与癌症相关的遗传变异,并且这些患者的改变通路具有相似性。值得注意的是,耐药患者比敏感患者在索拉非尼相关基因中表现出更高的畸变频率。具体来说,10个耐药个体中有4个表现出13个体细胞突变,而3个敏感患者都没有表现出任何突变。同样,10名耐药患者中有7名具有30种生殖系突变,而在敏感组中没有观察到任何突变(双侧Fisher精确检验;体细胞:p=0.50,种系:0.07)。这些结果有助于我们了解HCC的遗传景观,并强调可能有助于克服治疗耐药的潜在治疗靶点。
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Genomic landscape in Saudi patients with hepatocellular carcinoma using whole-genome sequencing: a pilot study
Hepatocellular carcinoma (HCC) is the third most prevalent cancer in Saudi Arabia. HCC poses a significant clinical challenge due to the presence of resistance among certain patients to the standard therapeutic agent sorafenib. This study aims to unravel the genomic characteristics of HCC patients in Saudi Arabia, investigate the genetic makeup of tumors in both sorafenib-sensitive and sorafenib-resistant patients, and analyze the functional implications of genomic abnormalities observed in these individuals. The resistance displayed by some HCC patients toward sorafenib underscores the need for alternative treatment approaches to effectively combat this formidable disease burden.Whole-genome sequencing (WGS) was performed on 16 HCC samples and targeted sequencing was performed on seven additional tumors. We identified and validated somatic and germline genetic aberrations. Employing a prize-collecting Steiner tree algorithm, we identified important altered genetic modules and potential biomarkers for each patient. Furthermore, we analyzed non-synonymous germline and somatic mutations, specifically in patients who underwent sorafenib treatment.Out of the 13 patients who received sorafenib, three exhibited sorafenib sensitivity, while the others showed resistance to the drug. Notably, 3 out of 16 individuals carried cancer-predisposing mutations. Additionally, 8 out of 16 patients displayed non-synonymous somatic alterations in genes associated with cancer. In the targeted-sequencing samples, rare non-synonymous variants were observed across all seven cases. The study also revealed the presence of specific somatic aberrations, including TP53, PIK3CA, APOB, CTNNB1, DPYD, LRP1B, MYC, and NFE2L2, which were identified in two patients. Among the 42 genes linked to sorafenib treatment, 4 out of 10 resistant patients carried somatic non-synonymous variants. Furthermore, when analyzing the 5,000 genes most relevant to the 42 genes, 7 out of 10 resistant individuals exhibited rare non-synonymous germline variants. Interestingly, none of the three sorafenib-sensitive patients displayed any concerning variants in those genes.Our findings indicate that most of the HCC patients possess cancer-related genetic variants, and the altered pathways in these patients exhibit similarities. Notably, resistant patients exhibit a higher frequency of aberrations in sorafenib-related genes than do sensitive patients. Specifically, 4 out of 10 resistant individuals demonstrated 13 somatic mutations, whereas none of the three sensitive patients exhibited any. Similarly, 7 out of 10 resistant patients possessed 30 germline mutations, while none were observed in the sensitive group (two-sided Fisher’s exact test; somatic: p=0.50, germline: 0.07). These results contribute to our understanding of the genetic landscape of HCC and highlight potential therapeutic targets that could aid in overcoming treatment resistance.
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