Yang Fan, Li Ying, Shang Xue, Zhu Yun, Hou Wenting, Liu Yi, Hua Qing, Sun Zhirong
Fudan University, Department of Anesthesiology, Shanghai Cancer Centre and Zhongshan Hospital, Shanghai, China.
Cell Death Dis. 2025 Jul 10;16(1):510. doi: 10.1038/s41419-025-07836-1.
Colorectal cancer (CRC) is one of the most common malignant tumors with high incidence and mortality. The challenge remains to construct reliable prognostic prediction models and to further elucidate the key molecular mechanisms of tumor progression. To address this, we performed WGCNA based on 120 immune cell expression profiles from GEO sources to obtain a collection of monocytes/macrophages-related genes. The prognostic model was constructed by univariate survival analysis and LASSO regression analysis. Then, the prognostic model was validated by Multivariate Cox regression, Kaplan-Meier survival analysis and ROC analysis. In this prognostic model, we identified that PLIN2 has a potential value for CRC prognosis. PLIN2 expression in monocytes/macrophages was verified by scRNA-seq datasets and spatial transcriptome datasets, and PLIN2 was found to promote macrophage transformation to M2 subtype. Clinical specimens and tissue microarrays confirmed the differential expression and prognostic value of PLIN2 in CRC patients. Functional experiments demonstrated that PLIN2 gene overexpression promoted the proliferation, migration and invasion of CRC cells and significantly facilitated tumor growth in vivo. Mechanistically, we revealed that CD36 is a potential downstream target gene of PLIN2. The CD36 inhibitor Sulfo-N-succinimidyl Oleate significantly reversed PLIN2-induced proliferation, migration, invasion, and EMT activity of CRC cells in vitro and in vivo. Immunoprecipitation and immunofluorescence experiments confirmed that PLIN2 could interact with CD36. PLIN2 stabilized CD36 protein expression by inhibiting the proteasomal degradation pathway, thereby promoting CD36-mediated EMT activity. Overall, our study highlights that the PLIN2/CD36 axis regulates EMT activity and CRC progression, suggesting that interventions in this signaling pathway may offer a promising therapeutic approach to CRC progression. Schematic diagram elucidating the role of PLIN2 in CRC by Figdraw. FA is transported into the cell via CD36-mediated endocytosis. In CRC cells, PLIN2 promotes stability of CD36 and interacts with CD36 to activate the EMT process. However, the CD36 inhibitor SSO inhibits the binding of FAs to CD36 and attenuates its endocytosis, thereby reversing the PLIN2-mediated EMT process. Ultimately, the PLIN2-induced enhancement of CRC cell proliferation, migration, and invasion is attenuated by the CD36 inhibitor SSO.
结直肠癌(CRC)是最常见的恶性肿瘤之一,发病率和死亡率都很高。构建可靠的预后预测模型并进一步阐明肿瘤进展的关键分子机制仍然是一项挑战。为了解决这个问题,我们基于来自GEO数据库的120个免疫细胞表达谱进行了加权基因共表达网络分析(WGCNA),以获得一组单核细胞/巨噬细胞相关基因。通过单因素生存分析和LASSO回归分析构建预后模型。然后,通过多因素Cox回归、Kaplan-Meier生存分析和ROC分析对预后模型进行验证。在这个预后模型中,我们发现PLIN2对CRC预后具有潜在价值。通过单细胞RNA测序(scRNA-seq)数据集和空间转录组数据集验证了PLIN2在单核细胞/巨噬细胞中的表达,并发现PLIN2促进巨噬细胞向M2亚型转化。临床标本和组织芯片证实了PLIN2在CRC患者中的差异表达和预后价值。功能实验表明,PLIN2基因过表达促进了CRC细胞的增殖、迁移和侵袭,并显著促进了体内肿瘤生长。机制上,我们揭示CD36是PLIN2的潜在下游靶基因。CD36抑制剂磺基-N-琥珀酰亚胺油酸酯(Sulfo-N-succinimidyl Oleate)在体外和体内均显著逆转了PLIN2诱导的CRC细胞增殖、迁移、侵袭和上皮-间质转化(EMT)活性。免疫沉淀和免疫荧光实验证实PLIN2可以与CD36相互作用。PLIN2通过抑制蛋白酶体降解途径稳定CD36蛋白表达,从而促进CD36介导的EMT活性。总体而言,我们的研究强调PLIN2/CD36轴调节EMT活性和CRC进展,表明对该信号通路的干预可能为CRC进展提供一种有前景的治疗方法。通过Figdraw绘制的阐明PLIN2在CRC中作用的示意图。脂肪酸(FA)通过CD36介导的内吞作用进入细胞。在CRC细胞中,PLIN2促进CD36的稳定性并与CD36相互作用以激活EMT过程。然而,CD36抑制剂SSO抑制FA与CD36的结合并减弱其胞吞作用,从而逆转PLIN2介导的EMT过程。最终,CD36抑制剂SSO减弱了PLIN2诱导的CRC细胞增殖、迁移和侵袭增强。