PO.MCB08.02 · 分子与细胞生物学

转化型小细胞肺癌可塑性的基因组驱动因素

Genomic drivers of plasticity in transformed small cell lung cancer

海报缩略图:转化型小细胞肺癌可塑性的基因组驱动因素
编号 1975 展板 1 时间 4/20 09:00–12:00 区域 Section 23 主讲 Swanand Rakhade, MD
分会场 Genomic Drivers of Cancer Pathogenesis
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作者与单位 Authors & Affiliations

Swanand Rakhade, Mamie Wang, Lena Morrill Gavarró, Emmanuel Spanos, Alvaro Quintanal-Villalonga, Amin Sabet, Parvathy Manoj, Rishika Giri, Ronan Chaligné, Xinjun Wang, Helena A. Yu, Esther Redin, Dana Pe'er, Charles M. Rudin, Joseph Chan

Memorial Sloan Kettering Cancer Center, New York, NY

摘要 Abstract

中文摘要
背景: 肺癌对靶向治疗耐药的一种新兴机制是从肺腺癌(LUAD)向神经内分泌(NE)组织学的谱系转换,其中最具侵袭性的亚型是小细胞肺癌(SCLC)。在EGFR突变肿瘤中,同时存在的TP53/RB1突变在转化型肿瘤中富集,但转化背后的机制仍不明确。我们呈现了转化型(T)-SCLC的单细胞图谱,并识别了NE转化的基因组和转录驱动因素。 方法: 我们从单一机构收集了包含97例T-SCLC、777例原发性(de novo)SCLC和10,140例LUAD患者的队列,使用MSK-IMPACT进行突变谱分析。来自24名具有转化型或混合型LUAD-SCLC组织学患者的47例肿瘤子集接受了10x单细胞RNA测序,并与10例EGFR/TP53/RB1突变LUAD(三突变)、17例原发性SCLC和4例正常肺样本进行比较,共产生约140,000个细胞。分析使用scanpy、scVI、CellRank、Palantir、SPECTRA和GSEApy进行。 结果: 在IV期患者中,与EGFR野生型LUAD(19.33个月)和EGFR突变T-SCLC(27.58个月)相比,我们观察到EGFR野生型T-SCLC(9.70个月)和原发性SCLC(10.22个月)的中位总生存期(OS)更差。T-SCLC的平均突变负荷更高(12.4 mut/Mb),高于LUAD(6.7 mut/Mb)和原发性SCLC(9.0 mut/Mb)。TP53和RB1是T-SCLC和原发性SCLC中最常见的突变。只有38%的T-SCLC具有EGFR突变。突变富集因基因型而异。EGFR突变肿瘤显示出更高比率的NFKB1、NKX2-1、FOXA1、CARD11、ELF3、RRAS2和MDM4突变。EGFR野生型T-SCLC肿瘤则富集MYC、KRAS、KEAP1、CDKN2A、SF3B1、CCND1和FGF3突变。与原发性SCLC相比,PI3K/AKT通路改变在EGFR野生型和EGFR突变T-SCLC中均富集。单细胞分析显示T-SCLC中MYC、PI3K/AKT、染色质重塑和干性样基因程序富集,尤其在转化早期。我们识别出一种在转化前不久的LUAD中高度活跃的基底样特征,这在患者中此前未被认识到。该基底样特征在具有最高瘤内异质性的T-SCLC样本中持续存在。一部分三突变LUAD也表达该基底样特征,提示存在潜在的'转化前'阶段。我们还观察到通向替代性鳞状和间质命运的轨迹。 讨论: 我们的数据表明,NE转化由基因型与潜在转录重连之间的相互作用所塑造。虽然EGFR突变和EGFR野生型肿瘤显示出不同的突变模式,但它们汇聚于PI3K/AKT激活突变和共有的基底样前体状态,后者使肿瘤准备好向NE、鳞状和间质命运转化。我们的研究强调了更好地理解NE转化的临床需求,并凸显了潜在的治疗弱点。
查看英文原文 English abstract
Background: An emerging mechanism of resistance to targeted therapies in lung cancer is the lineage switch from lung adenocarcinoma (LUAD) to a neuroendocrine (NE) histology, the most aggressive subtype being small cell lung cancer (SCLC). In EGFR -mutant tumors, concurrent TP53/RB1 mutations are enriched in transformed tumors, but the mechanisms underlying transformation remain poorly defined. We present a single-cell atlas of transformed (T)-SCLC and identify genomic and transcriptional drivers of NE transformation. Methods: We curated a cohort of 97 T-SCLC, 777 de novo SCLC, and 10,140 LUAD patients from a single institution, with mutational profiling performed using MSK-IMPACT. A subset of 47 tumors from 24 patients with transformed or admixed LUAD-SCLC histology underwent 10x single-cell RNA sequencing compared to 10 EGFR/TP53/RB1 -mutant LUAD (triple-mut), 17 de novo SCLC, and 4 normal lung samples, yielding ~140,000 cells. Analysis was performed using scanpy, scVI, CellRank, Palantir, SPECTRA, and GSEApy. Results: Among stage IV patients, we observed worse median overall survival (OS) in EGFR -wt T-SCLC (9.70 mos) and de novo SCLC (10.22 mos) compared to EGFR -wt LUAD (19.33 mos) and EGFR -mut T-SCLC (27.58 mos). T-SCLC showed a higher mean mutational burden (12.4 mut/Mb) compared to LUAD (6.7 mut/Mb) and de novo SCLC (9.0 mut/Mb). TP53 and RB1 were the most common mutations in both T-SCLC and de novo SCLC. Only 38% of T-SCLC had EGFR mutations. Mutation enrichment differed by genotype. EGFR -mut tumors displayed higher rates of NFKB1, NKX2-1, FOXA1, CARD11, ELF3, RRAS2 , and MDM4 mutations. EGFR -wt T-SCLC tumors were enriched in MYC, KRAS, KEAP1, CDKN2A, SF3B1, CCND1, and FGF3 mutations. PI3K/AKT pathway alterations were enriched across both EGFR -wt and EGFR -mut T-SCLC compared to de novo SCLC. Single-cell analysis revealed enrichment of MYC , PI3K/AKT , chromatin remodeling, and stemlike gene programs in T-SCLC, especially early in transformation. We identified a basal-like signature highly active in LUAD immediately prior to transformation that was previously unrecognized in patients. The basal-like signature persisted in T-SCLC samples that had the highest intratumoral heterogeneity. A subset of triple-mut LUAD also expressed the basal-like signature, indicating a potential ‘pre-transformation' stage. We observed trajectories leading to alternative squamous and mesenchymal fates as well. Discussion: Our data show that NE transformation is shaped by interplay between genotype and underlying transcriptional rewiring. While EGFR -mut and EGFR -wt tumors display differential mutational patterns, they converge on PI3K/AKT activating mutations and a shared basal-like precursor state, which primes tumors for transformation to NE, squamous, and mesenchymal fates. Our study underscores the clinical need to better understand NE transformation and highlights potential therapeutic vulnerabilities.
利益披露 Disclosure
S. Rakhade, None.. M. Wang, None.. L. Morrill Gavarró, None.. E. Spanos, None.. P. Manoj, None.. R. Giri, None.. R. Chaligné, None.. X. Wang, None.. D. Pe'er, None.

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