Mechanism exploration and model construction for small cell transformation in EGFR-mutant lung adenocarcinomas.

IF 40.8 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yan Li, Tongji Xie, Shouzheng Wang, Lin Yang, Xuezhi Hao, Yan Wang, Xingsheng Hu, Lin Wang, Junling Li, Jianming Ying, Puyuan Xing
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Abstract

Small-cell lung cancer (SCLC) transformation accounts for 3-14% of resistance in EGFR-TKI relapsed lung adenocarcinomas (LUADs), with unknown molecular mechanisms and optimal treatment strategies. We performed transcriptomic analyses (including bulk and spatial transcriptomics) and multiplex immunofluorescence on pre-treated samples from LUADs without transformation after EGFR-TKI treatment (LUAD-NT), primary SCLCs (SCLC-P) and LUADs with transformation after EGFR-TKI treatment (before transformation: LUAD-BT; after transformation: SCLC-AT). Our study found that LUAD-BT exhibited potential transcriptomic characteristics for transformation compared with LUAD-NT. We identified several pathways that shifted during transformation, and the transformation might be promoted by epigenetic alterations (such as HDAC10, HDAC1, DNMT3A) within the tumor cells instead of within the tumor microenvironment. For druggable pathways, transformed-SCLC were proved to be less dependent on EGF signaling but more relied on FGF signaling, while VEGF-VEGFR pathway remained active, indicating potential treatments after transformation. We also found transformed-SCLC showed an immuno-exhausted status which was associated with the duration of EGFR-TKI before transformation. Besides, SCLC-AT exhibited distinct molecular subtypes from SCLC-P. Moreover, we constructed an ideal 4-marker model based on transcriptomic and IHC data to predict SCLC transformation, which obtained a sensitivity of 100% and 87.5%, a specificity of 95.7% and 100% in the training and test cohorts, respectively. We provided insights into the molecular mechanisms of SCLC transformation and the differences between SCLC-AT and SCLC-P, which might shed light on prevention strategies and subsequent therapeutic strategies for SCLC transformation in the future.

Abstract Image

表皮生长因子受体突变肺腺癌小细胞转化的机制探索与模型构建。
小细胞肺癌(SCLC)转化占表皮生长因子受体-TKI复发肺腺癌(LUADs)耐药性的3-14%,其分子机制和最佳治疗策略尚不清楚。我们对经 EGFR-TKI 治疗后未发生转化的 LUAD(LUAD-NT)、原发性 SCLC(SCLC-P)和经 EGFR-TKI 治疗后发生转化的 LUAD(转化前:LUAD-BT;转化后:SCLC-AT)的预处理样本进行了转录组学分析(包括批量和空间转录组学)和多重免疫荧光分析。我们的研究发现,与 LUAD-NT 相比,LUAD-BT 表现出潜在的转化转录组特征。我们发现了一些在转化过程中发生转变的通路,而肿瘤细胞内的表观遗传学改变(如 HDAC10、HDAC1、DNMT3A)可能会促进转化,而不是肿瘤微环境中的表观遗传学改变。在可用药途径方面,转化后的SCLC对EGF信号的依赖性降低,但对FGF信号的依赖性增加,而VEGF-VEGFR通路仍然活跃,这表明转化后的SCLC具有治疗潜力。我们还发现,转化后的 SCLC 表现出免疫耗竭状态,这与转化前使用 EGFR-TKI 的时间长短有关。此外,SCLC-AT 与 SCLC-P 表现出不同的分子亚型。此外,我们基于转录组和IHC数据构建了一个理想的4标记物模型来预测SCLC转化,该模型在训练组和测试组中的灵敏度分别为100%和87.5%,特异性分别为95.7%和100%。我们深入了解了SCLC转化的分子机制以及SCLC-AT和SCLC-P之间的差异,这或许能为今后SCLC转化的预防策略和后续治疗策略提供启示。
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来源期刊
Signal Transduction and Targeted Therapy
Signal Transduction and Targeted Therapy Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
44.50
自引率
1.50%
发文量
384
审稿时长
5 weeks
期刊介绍: Signal Transduction and Targeted Therapy is an open access journal that focuses on timely publication of cutting-edge discoveries and advancements in basic science and clinical research related to signal transduction and targeted therapy. Scope: The journal covers research on major human diseases, including, but not limited to: Cancer,Cardiovascular diseases,Autoimmune diseases,Nervous system diseases.
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