PO.MCB09.05 · 分子与细胞生物学
设计一种纳入患者T细胞的新型三维共培养模型,以研究脂质代谢作为KRAS驱动的非小细胞肺癌的代谢脆弱性
Designing a novel 3D co-culture model incorporating patient T-cells to study lipid metabolism as a metabolic vulnerability in KRAS driven non-small cell lung cancer
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摘要 Abstract
中文摘要
非小细胞肺癌(NSCLC)占全球所有肺癌的80-85%,其中KRAS驱动的NSCLC占这些病例的30%。尽管免疫治疗改善了肺癌的结局,但只有27-46%的患者对免疫检查点抑制剂(ICIs)产生初始应答。对此类治疗无应答的一类患者包括那些KRAS驱动、并携带LKB1基因共突变的NSCLC患者(KL),与携带KRAS和TP53共突变的患者(KP)相比,他们对免疫治疗的应答显著较差。然而,这种免疫治疗应答差异的原因在很大程度上尚不清楚。近期研究表明,KL基因型中的代谢脆弱性可影响治疗反应。我们旨在识别并靶向KL型NSCLC中的这些脆弱性,以期增强对免疫治疗的应答。利用cBioPortal mRNA数据库和公开可获取的患者蛋白数据,我们对参与主要代谢通路的关键基因、蛋白和代谢物完成了生物信息学分析。脂质代谢在KP和KL基因型之间显示出显著差异,尤其是β-氧化和脂肪酸合成。随后,我们使用靶向脂质代谢的抑制剂进行了药物筛选。脂肪酸合成酶(FASN)抑制剂TVB-2640在KL细胞中显示出最佳疗效。此外,功能实验表明,FASN抑制后KL细胞的集落形成和迁移减少。另外,我们成功建立了NSCLC细胞系与T细胞的新型三维共培养模型。这是通过将A549 NSCLC细胞包埋于胶原凝胶基质中,并在周围培养基中加入来自参加PLAN临床试验(试验编号:NCT05542485)的NSCLC患者的外周血单个核细胞(PBMCs)实现的。使用CD3、CD28和IL-2对PBMCs进行分离、激活和扩增7天。扩增后,将T细胞加入A549共培养模型中再培养4天。随后将这些共培养物进行石蜡包埋,并采用免疫组织化学(IHC)染色。结果显示Ki67染色阳性、切割型caspase-3水平较低,表明细胞增殖且细胞死亡极少。此外,IHC和流式细胞术分析分别显示12%和19%的CD3阳性染色,证实T细胞成功浸润我们的共培养模型。总之,我们已确定脂肪酸合成是KL型NSCLC的代谢脆弱性。靶向该通路可能成为这一NSCLC基因型患者的潜在治疗选择。此外,我们利用NSCLC细胞和患者T细胞开发了一种新型三维共培养模型。在我们的三维共培养模型支持下开展的进一步分析,旨在探究在KL型NSCLC中联合靶向脂肪酸合成与免疫治疗的后果。
查看英文原文 English abstract
Non-small cell lung cancer (NSCLC) accounts for 80-85% of all lung cancers worldwide, with KRAS-driven NSCLC representing 30% of these cases. Although immunotherapy has improved outcomes in lung cancer, only 27-46% of patients respond initially to immune checkpoint inhibitors (ICIs). One cohort of patients that do not respond to such treatment include those with KRAS-driven NSCLC harbouring a co-mutation in the LKB1 gene (KL), who have significantly poorer responses to immunotherapy compared to those with a KRAS and TP53 co-mutation (KP). However, the reason for this difference in response to immunotherapy is largely unknown. Recent studies demonstrate that metabolic vulnerabilities in KL genotypes can influence therapeutic response. We aim to identify and target these vulnerabilities in KL NSCLC, with the aim to enhance response to immunotherapy. Using the cBioPortal mRNA database and publicly available patient protein data, we completed a bioinformatic analysis of key genes, proteins, and metabolites involved in major metabolic pathways. Lipid metabolism displayed significant differences between KP and KL genotypes, specifically beta-oxidation and fatty acid synthesis. Following this, we conducted a drug screen using inhibitors targeting lipid metabolism. Fatty acid synthase (FASN) inhibitor, TVB-2640, showed the greatest efficacy in KL cells. Moreover, functional assays demonstrated reduced colony formation and migration following FASN inhibition in KL cells. Separately, we have successfully established novel 3D co-culture models of NSCLC cell lines and T-cells. This was achieved by embedding A549 NSCLC cells in a collagen gel matrix, with peripheral blood mononuclear cells (PBMCs) from patients with NSCLC enrolled on PLAN clinical trial (Trial ID: NCT05542485) added to the surrounding media. PBMCs were isolated, activated and expanded for 7 days using CD3, CD28 and IL-2. Following expansion, the T-cells were added to the A549 co-culture model for a further 4 days. These co-cultures were then paraffin embedded and stained using immunohistochemistry (IHC). Results demonstrated positive Ki67 staining and low cleaved caspase-3, indicating cell proliferation and minimal cell death. Moreover, IHC and flow cytometry analysis revealed 12% and 19% CD3 positive staining respectively, confirming successful T-cell infiltration in our co-culture model. In conclusion, we have identified fatty acid synthesis as a metabolic vulnerability in KL NSCLC. Targeting this pathway could be a potential therapeutic option for patients with this genotype of NSCLC. Moreover, we have developed a novel 3D co-culture model using NSCLC cells and patient T-cells. Further analysis, supported by our 3D co-culture model, aims to analyse the consequences of targeting fatty acid synthesis in combination with immunotherapy in the KL genotype of NSCLC.
利益披露 Disclosure
S. Flanagan, None..
R. Stanley, None..
S. Tan, None..
B. Malacrida, None..
N. Petit, None..
D. O’Reilly, None..
J. Naidoo, None..
S. Browne, None..
P. Murray, None..
C. M. Dowling, None.