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多组学分析揭示了索拉非尼耐药的 Hep3B 细胞系中关键代谢途径的显著改变。

Multi-Omics Analysis Revealed a Significant Alteration of Critical Metabolic Pathways Due to Sorafenib-Resistance in Hep3B Cell Lines.

机构信息

College of Pharmacy, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates.

Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates.

出版信息

Int J Mol Sci. 2022 Oct 9;23(19):11975. doi: 10.3390/ijms231911975.

Abstract

Hepatocellular carcinoma (HCC) is the second prominent cause of cancer-associated death worldwide. Usually, HCC is diagnosed in advanced stages, wherein sorafenib, a multiple target tyrosine kinase inhibitor, is used as the first line of treatment. Unfortunately, resistance to sorafenib is usually encountered within six months of treatment. Therefore, there is a critical need to identify the underlying reasons for drug resistance. In the present study, we investigated the proteomic and metabolomics alterations accompanying sorafenib resistance in hepatocellular carcinoma Hep3B cells by employing ultra-high-performance liquid chromatography quadrupole time of flight mass spectrometry (UHPLC-QTOF-MS). The Bruker Human Metabolome Database (HMDB) library was used to identify the differentially abundant metabolites through MetaboScape 4.0 software (Bruker). For protein annotation and identification, the Uniprot proteome for Homo sapiens (Human) database was utilized through MaxQuant. The results revealed that 27 metabolites and 18 proteins were significantly dysregulated due to sorafenib resistance in Hep3B cells compared to the parental phenotype. D-alanine, L-proline, o-tyrosine, succinic acid and phosphatidylcholine (PC, 16:0/16:0) were among the significantly altered metabolites. Ubiquitin carboxyl-terminal hydrolase isozyme L1, mitochondrial superoxide dismutase, UDP-glucose-6-dehydrogenase, sorbitol dehydrogenase and calpain small subunit 1 were among the significantly altered proteins. The findings revealed that resistant Hep3B cells demonstrated significant alterations in amino acid and nucleotide metabolic pathways, energy production pathways and other pathways related to cancer aggressiveness, such as migration, proliferation and drug-resistance. Joint pathway enrichment analysis unveiled unique pathways, including the antifolate resistance pathway and other important pathways that maintain cancer cells' survival, growth, and proliferation. Collectively, the results identified potential biomarkers for sorafenib-resistant HCC and gave insights into their role in chemotherapeutic drug resistance, cancer initiation, progression and aggressiveness, which may contribute to better prognosis and chemotherapeutic outcomes.

摘要

肝细胞癌(HCC)是全球第二大癌症相关死亡原因。通常,HCC 在晚期被诊断出来,此时索拉非尼,一种多靶点酪氨酸激酶抑制剂,被用作一线治疗药物。不幸的是,索拉非尼的耐药性通常在治疗后六个月内出现。因此,迫切需要确定耐药的根本原因。在本研究中,我们通过超高效液相色谱四极杆飞行时间质谱(UHPLC-QTOF-MS)研究了索拉非尼耐药的人肝癌 Hep3B 细胞的蛋白质组学和代谢组学变化。使用 Bruker Human Metabolome Database (HMDB) 库通过 MetaboScape 4.0 软件(Bruker)来识别差异丰度的代谢物。对于蛋白质注释和鉴定,使用 Uniprot 蛋白质组学 Homo sapiens(人)数据库通过 MaxQuant 进行。结果表明,与亲本表型相比,索拉非尼耐药的 Hep3B 细胞中有 27 种代谢物和 18 种蛋白质显著失调。显著改变的代谢物包括 D-丙氨酸、L-脯氨酸、邻酪氨酸、琥珀酸和磷脂酰胆碱(PC,16:0/16:0)。显著改变的蛋白质包括泛素羧基末端水解酶同工酶 L1、线粒体超氧化物歧化酶、UDP-葡萄糖-6-脱氢酶、山梨醇脱氢酶和钙蛋白酶小亚基 1。研究结果表明,耐药 Hep3B 细胞在氨基酸和核苷酸代谢途径、能量产生途径以及其他与癌症侵袭性相关的途径中表现出显著变化,如迁移、增殖和耐药性。联合途径富集分析揭示了独特的途径,包括抗叶酸耐药途径和其他维持癌细胞存活、生长和增殖的重要途径。总的来说,这些结果确定了索拉非尼耐药 HCC 的潜在生物标志物,并深入了解了它们在化疗药物耐药性、癌症发生、进展和侵袭性中的作用,这可能有助于改善预后和化疗结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bea/9569810/9329b270955d/ijms-23-11975-g001.jpg

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