PO.MCB08.04 · 分子与细胞生物学
结肠上皮的单细胞定位揭示一种界定早期转化风险的癌前干细胞
Single-cell mapping of the colon epithelium reveals a pre-malignant stem cell that defines early transformation risk
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
肠道干细胞(ISC)被视为结直肠癌(CRC)的起源,但癌变的早期阶段尚不清楚。我们假设早期的非转化性突变将ISC重编程为一种增加转化风险的癌前状态。我们对Car1-Cre(CAC)小鼠(在结肠上皮细胞中特异性表达Cre)的结肠上皮细胞进行了单细胞RNA测序(scRNA-seq)。将CAC小鼠与携带floxed癌基因等位基因的小鼠杂交,以产生携带一个(Apc+/-,AC)或两个(Apc+/-;Kras G12D/wt,AKC)非转化性突变的小鼠。AC小鼠具有正常的隐窝形态和低腺瘤发生率,而AKC小鼠在4周时出现隐窝延长,在8-10周时出现多个腺瘤。使用10X Genomics Chromium对来自远端结肠隐窝(n=7)和肿瘤(n=3)、代表从正常到恶性各种表型的细胞进行图谱分析。使用Cell Ranger和Seurat进行处理和聚类,得到隐窝来源的58,906个细胞和肿瘤来源的36,327个细胞。初步聚类鉴定出上皮、免疫、内皮和癌细胞群。对上皮群进行亚聚类并通过UMAP可视化。来自CAC隐窝的细胞遵循经典的分化路径:干细胞、祖细胞、转运扩增细胞、吸收性上皮细胞、杯状细胞、簇状细胞和肠内分泌细胞。干细胞簇被分类为正常(CAC)、异常1(年轻AKC)或异常2(年长AKC)。隐窝结构中的异常ISC状态与癌细胞群中发现的癌干细胞不同。轨迹分析揭示,每个干细胞群体遵循独特的分化后果,异常ISC产生转录上分化的上皮谱系。通过将scRNA-seq数据与来自相同品系的空间转录组学数据整合,证实了这一点,显示异常上皮群体在保留隐窝结构的同时逐渐取代正常隐窝上皮。差异基因表达分析和基因集富集分析显示,正常ISC富集经典干性标志物(如Lgr5、Lrig1、Smoc2)。异常1 ISC开始丧失这些特征,转而表现出细胞周期调节因子(如Ccna2、Aurkb)和氧化应激标志物(如Prdx4、Gsta3、Gpx2)的表达增加。异常2 ISC的基因表达谱显示控制p53(如Cdkn1a、Smad7)、RAS/MAPK(如Map2k1、Epha2)和PI3K/Akt/mTOR信号(如Akt3、Pik3r3、Mtor)的通路以及炎症反应(如Fos/Jun、Nfkbiz、Il18)的富集。总之,这些发现表明,早期的非转化性突变将ISC推向以增殖增加和应激反应信号为标志、有利于恶性进展的癌前状态。
查看英文原文 English abstract
Intestinal stem cells (ISC) are viewed as the origin of colorectal cancer (CRC), but the early stages of carcinogenesis are unclear. We hypothesize that early, non-transforming mutations reprogram ISCs into a preneoplastic state that increases the risk of transformation. We performed single-cell RNA sequencing (scRNA-seq) on colon epithelial cells from Car1-Cre (CAC) mice, which express Cre specifically in colon epithelial cells. CAC mice were crossed to those with floxed oncogene alleles to generate mice with one (Apc +/- , AC) or two (Apc +/- ; Kras G12D/wt , AKC) non-transforming mutations. AC mice had normal crypt morphology and low adenoma incidence, while AKC mice exhibited crypt elongation by 4 weeks and multiple adenomas by 8-10 weeks. Cells from distal colonic crypts (n=7) and from tumors (n=3) representing phenotypes ranging from normal to malignant were profiled using the 10X Genomics Chromium. Processing and clustering with Cell Ranger and Seurat yielded 58,906 cells from crypts and 36,327 from tumors. Initial clustering identified epithelial, immune, endothelial, and cancer groups. The epithelial group was subclustered and visualized by UMAP. Cells from CAC crypts followed the classic differentiation path: Stem, Progenitor, Transit-amplifying, Absorptive epithelial cell, Goblet, Tuft, and Enteroendocrine. Stem cell clusters were classified as Normal (CAC), Abnormal 1 (young AKC), or Abnormal 2 (older AKC). The abnormal ISC states in the crypt structures are distinct from the cancer stem cells found in the cancer group. Trajectory analysis revealed that each stem cell population follows a distinct differentiation sequela, with abnormal ISC giving rise to transcriptionally divergent epithelial lineages. This was validated by integrating scRNA-seq data with spatial transcriptomics data from the same lines, showing that abnormal epithelial populations progressively overtake the normal crypt epithelium while retaining crypt structure. Differential gene expression analysis and Gene Set Enrichment Analysis showed that normal ISC was enriched for classic stemness markers (e.g., Lgr5, Lrig1, Smoc2). Abnormal 1 ISC began to lose these features and instead exhibited increased expression of cell-cycle regulators (e.g., Ccna2, Aurkb) and markers of oxidative stress (e.g., Prdx4, Gsta3, Gpx2). Gene expression profiles in Abnormal 2 ISC showed enrichment of pathways controlling p53 (e.g., Cdkn1a, Smad7), RAS/MAPK (e.g., Map2k1, Epha2), and PI3K/Akt/mTOR signaling (e.g., Akt3, Pik3r3, Mtor), as well as for an inflammatory response (e.g., Fos/Jun, Nfkbiz, Il18). Collectively, these findings show that early, non-transforming mutations push ISC into preneoplastic states marked by increased proliferation and stress response signaling favorable for malignant progression.
利益披露 Disclosure
Y. Lee, None..
M. J. Campbell, None..
J. C. Fleet, None.