PO.TB03.06 · 肿瘤生物学
雄激素剥夺治疗下原发性和淋巴结转移性前列腺癌中癌细胞及其微环境的共同演化
Co-evolution of cancer cells and their microenvironment of primary and lymph node metastatic prostate cancer under androgen deprivation therapy
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
前列腺癌(PC)是美国男性中最常被诊断的恶性肿瘤,也是癌症相关死亡的第二大原因。淋巴结(LN)转移的存在是进展的强预后指标。虽然 LN 是继骨之后第二常见的转移部位,但它们是患者中可检测到转移的首个部位。目前,从原发肿瘤到 LN 转移的分子和微环境转变仍知之甚少。既往的批量(bulk)测序研究为转移性肿瘤提供了重要见解,但未能解析肿瘤微环境(TME)中的细胞异质性和空间组织。我们假设癌细胞内在的转录程序及其与 TME 的相互作用共同驱动 LN 转移以及对雄激素剥夺治疗(ADT)的耐药性。为验证这一点,我们将单核 RNA 测序与多个空间转录组学平台(10x Visium、Vizgen MERSCOPE 和 Xenium)整合,以描绘原发性前列腺肿瘤及配对的 LN 转移灶。空间分析揭示了前列腺和 LN 中癌区与邻近正常区之间 TME 的位点特异性重塑。尽管是不同的器官,前列腺和 LN 在肿瘤区域内也表现出特定免疫和基质细胞群体的重叠富集,反映了这些环境间保守的功能作用。非负矩阵分解鉴定出反复出现的癌细胞元程序(MP),包括一个在 LN 转移中富集的雄激素受体(AR)相关程序。通过生态型(ecotype)分析将 MP 活性与 TME 组成整合,我们定义了代表癌症状态及其微环境细胞类型组合的不同生态型。一个以 AR 信号和促肿瘤 TME 成分为特征的生态型在 LN 转移中优先富集。基于生态型对原发肿瘤进行分层,鉴定出一个“转移前”亚组(其生态型贡献与 LN 转移相似)和一个“非转移”亚组(表现出不同的生态型谱)。以转移前生态型为特征的原发肿瘤与显著更差的临床结局相关。总之,这些发现刻画了 LN 转移过程中前列腺癌细胞及其微环境的共同演化。我们的研究确立了生态型作为将癌症内在程序与 TME 重塑相联系的框架,提供了进展和耐药的新生物标志物,并为精准治疗干预提供了机会。
查看英文原文 English abstract
Prostate cancer (PC) is the most commonly diagnosed malignancy and the second leading cause of cancer-related death among men in the United States. The presence of lymph node (LN) metastases is a strong prognostic indicator of progression. Although LNs are the second most frequent metastatic site after bone, they are the first site of detectable metastasis in patients. Currently, the molecular and microenvironment transitions from primary tumors to LN metastases remain poorly understood. Prior bulk sequencing studies have provided important insights into metastatic tumors but failed to resolve the cellular heterogeneity and spatial organization in the tumor microenvironment (TME). We hypothesized that both cancer cell-intrinsic transcriptional programs and their interactions with the TME drive LN metastasis and resistance to androgen deprivation therapy (ADT). To test this, we integrated single-nucleus RNA sequencing with multiple spatial transcriptomic platforms (10x Visium, Vizgen MERSCOPE, and Xenium) to profile primary prostate tumors and matched LN metastases. Spatial analyses revealed site-specific remodeling of the TME between cancer and adjacent normal regions in both the prostate and LN. Despite being distinct organs, the prostate and LN also exhibit overlapping enrichment of specific immune and stromal cell populations within tumor regions, reflecting conserved functional roles across these environments. Non-negative matrix factorization identified recurrent cancer cell metaprograms (MPs), including an androgen receptor (AR) associated program enriched in LN metastases. By integrating MP activity with TME composition through ecotype analysis, we defined distinct ecotypes representing combinations of cancer states and their microenvironment cell types. One ecotype characterized by AR signaling and protumorigenic TME components was preferentially enriched in LN metastases. Ecotype-based stratification of primary tumors identified a ‘pre-metastatic' subgroup, which showed ecotype contributions similar to those of LN metastases, and a ‘non-metastatic' subgroup, which displayed different ecotype profiles. Primary tumors characterized by pre-metastatic ecotypes were linked to significantly poorer clinical outcomes. Collectively, these findings delineate the co-evolution of prostate cancer cells and their microenvironment during LN metastasis. Our study establishes ecotypes as a framework for linking cancer-intrinsic programs with TME remodeling, providing new biomarkers of progression and resistance and offering opportunities for precision therapeutic intervention.
利益披露 Disclosure
P. Xu, None..
Y. Zhao, None..
Y. Yan, None..
R. Ye, None..
C. Tang, None..
E. Sei, None..
S. Bai, None..
T. Tran, None..
C. Ruoff, None..
C. Ly, None..
K. Zhu, None..
M. Zhang, None..
B. A. Siddiqui, None..
S. K. Subudhi, None..
P. Corn, None..
C. J. Logothetis, None..
P. Troncoso, None..
A. J. Zurita-Saavedra, None..
N. Navin, None.