Balakrishnan Karthik
Department of Biotechnology, Saroj Institute of Technology and Management (SITM), 12th KM Stone, Lucknow-Sultanpur Road, Lucknow, Uttar Pradesh, 226002, India.
Med Oncol. 2022 Oct 8;39(12):247. doi: 10.1007/s12032-022-01839-0.
Cancer cells rewire the metabolic processes beneficial for cancer cell proliferation, survival, and their progression. In this study, metabolic processes related to glucose, glutamine, and fatty acid metabolism signatures were collected from the molecular signatures database and investigated in the context of energy metabolic pathways through available genome-wide expression profiles of liver cancer cohorts by gene sets-based pathway activation scoring analysis. The outcomes of this study portray that the fatty acid metabolism, transport, and its storage related signatures are highly expressed across early stages of liver tumors and on the contrary, the gene sets related to glucose transport and glucose metabolism are prominently activated in the hepatocellular carcinoma (HCC) stage. Based on the results, these metabolic pathways are clearly dysregulated across specific stages of carcinogenesis. The identified dimorphic metabolic pathway dysregulation patterns are further reconfirmed by examining corresponding metabolic pathway genes expression patterns across various stages encompassing profiles. Recurrence is the primary concern in the carcinogenesis of liver tumors due to liver tissues regeneration. Hence, to further explore these dysregulation effects on recurrent cirrhosis and recurrent HCC sample containing profile GSE20140 was examined and interestingly, this result also reiterated these differential metabolic pathways dysregulation. In addition, a recently established metabolome profile for the massive panel of cancer cell-lines, including liver cancer cell-lines, was used for further exploration. These findings also reassured those differential metabolites abundance of the fatty acid and glucose metabolic pathways enlighten those dimorphic metabolic pathways dysregulation. Moreover, ROC curves of fatty acid metabolic pathway genes such as acetyl-CoA carboxylase (ACACB), acyl-CoA dehydrogenase long chain (ACADL), and acyl-CoA dehydrogenase medium chain (ACADM) as well as glucose metabolic pathway genes such as phosphoglycerate kinase (PGK1), pyruvate dehydrogenase (PDHA1), pyruvate dehydrogenase kinase (PDK1) demonstrated greater sensitivity and specificity in the corresponding stage-specific tumors with significant p-values (p < 0.05). Furthermore, overall survival (OS) and recurrence-free survival (RFS) studies also reconfirmed that the rate-limiting genes expression of fatty acid and glucose metabolic pathways reveal better and poor survival in HCC patient cohorts, respectively. In conclusion, all these results clearly show that metabolic rewiring and the existence of two diverse metabolic pathways dysregulation involving fatty acid and glucose metabolism across the stages of liver tumors have been identified. These findings might be useful for developing therapeutic target treatments in stage-specific tumors.
癌细胞会重新调整代谢过程,这些过程有利于癌细胞的增殖、存活及其进展。在本研究中,从分子特征数据库收集了与葡萄糖、谷氨酰胺和脂肪酸代谢特征相关的代谢过程,并通过基于基因集的通路激活评分分析,在肝癌队列的全基因组表达谱背景下对其进行研究。本研究结果表明,脂肪酸代谢、转运及其储存相关特征在肝肿瘤早期阶段高度表达,相反,与葡萄糖转运和葡萄糖代谢相关的基因集在肝细胞癌(HCC)阶段显著激活。基于这些结果,这些代谢通路在致癌作用的特定阶段明显失调。通过检查涵盖不同阶段的相应代谢通路基因表达模式,进一步证实了所确定的双态代谢通路失调模式。由于肝组织再生,复发是肝肿瘤致癌过程中的主要问题。因此,为了进一步探索这些失调对复发性肝硬化的影响,对包含GSE20140图谱的复发性HCC样本进行了检查,有趣的是,该结果也重申了这些差异代谢通路的失调。此外,最近建立的包括肝癌细胞系在内的大量癌细胞系的代谢组图谱被用于进一步探索。这些发现也证实了脂肪酸和葡萄糖代谢通路中差异代谢物的丰度揭示了这些双态代谢通路的失调。此外,脂肪酸代谢通路基因如乙酰辅酶A羧化酶(ACACB)、长链酰基辅酶A脱氢酶(ACADL)和中链酰基辅酶A脱氢酶(ACADM)以及葡萄糖代谢通路基因如磷酸甘油酸激酶(PGK1)、丙酮酸脱氢酶(PDHA1)、丙酮酸脱氢酶激酶(PDK1)的ROC曲线在相应的阶段特异性肿瘤中表现出更高的敏感性和特异性,p值显著(p < 0.05)。此外,总生存期(OS)和无复发生存期(RFS)研究也再次证实,脂肪酸和葡萄糖代谢通路的限速基因表达分别在HCC患者队列中显示出较好和较差的生存率。总之,所有这些结果清楚地表明,已经确定了肝肿瘤各阶段代谢重编程以及涉及脂肪酸和葡萄糖代谢的两种不同代谢通路失调的存在。这些发现可能有助于开发针对阶段特异性肿瘤的治疗靶点。