LBPO.TB02 · 肿瘤生物学 · Late-Breaking
全基因组甲基化测序强烈提示某些肺腺癌具有新的非干细胞起源
Whole genome methylation sequencingstrongly suggests a novel, non-stem cell origin for some lung adenocarcinomas
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:肺腺癌(LuAd)被认为起源于II型肺泡上皮(AT2)细胞,即肺肺泡的干细胞。然而,我们近期在小鼠中发现,在肺肺泡的非干细胞——I型肺泡上皮(AT1)细胞中驱动致癌性KRAS,可促使其呈现AT2表型,并进而形成模拟人类贴壁生长型LuAd的惰性肿瘤。鉴于CpG甲基化或许是最稳定的表观遗传学改变,它可能是确定人类肿瘤谱系的最佳方法。利用全基因组甲基化测序,我们在具有明确AT1和AT2起源肿瘤的遗传学小鼠模型中验证了该方法,随后将其应用于人类非小细胞肺癌(NSCLC)切除标本。
方法:采用荧光辅助细胞分选从基因修饰小鼠和人类NSCLC切除标本中纯化AT1、AT2和肿瘤细胞。DNA通过酶法转化用于甲基化测序。制备文库后进行测序,小鼠标本目标深度约为5X,人类标本约为30X。
结果:小鼠中AT1来源肿瘤细胞群体的AT1特异性甲基化程度显著高于AT2来源肿瘤。从斯坦福大学医院手术室标本中收集了12例LuAd、3例肺鳞状细胞癌(LuSC)、4个正常AT1群体和4个正常AT2群体。在LuAd标本中,EGFR是最常见的突变驱动基因,KRAS、KDR、P53、BRAF、BRCA2、MET、RB1、ARID1A、KEAP1、NF1和STK11也有出现。所有LuAd群体的驱动突变和异常拷贝数均得到验证,纯度确定为高达约99%。将肿瘤的甲基化谱与一个包含肺泡、支气管和上呼吸道上皮细胞谱的现有甲基化图谱进行比较,提示LuSC具有基底细胞起源,LuAd具有肺泡起源。1例LuSC和3例LuAd的甲基化紊乱程度如此严重,以致失去了任何特定组织起源的甲基化特征。随后我们定义了AT1与AT2细胞间的1808个差异甲基化区域。在其余9例保留了肺甲基化身份的LuAd中,8例似乎为AT1细胞起源,1例为AT2细胞起源。较高的AT1甲基化评分与较低的临床分级、更多贴壁生长和腺泡型组织学以及CT扫描上更多磨玻璃样表现相关。
结论:全基因组甲基化测序强烈提示,人类LuAd起源于肺泡上皮细胞,其中某些肿瘤起源于AT1细胞,即肺泡的非干细胞。非干细胞甲基化的存在与有利的临床指标相关。值得注意的是,我们的分析仅包括可切除的LuAd,可能偏向于更可能起源于AT1细胞的惰性肿瘤。
查看英文原文 English abstract
Introduction: Lung adenocarcinoma (LuAd) is thought to arise from the type 2 alveolar epithelial (AT2) cell, the stem cell of the alveolus of the lung. However, we recently found in mice that driving oncogenic KRAS in the non-stem cell of the lung alveolus, the type 1 alveolar epithelial (AT1) cell, drove it to take on an AT2 phenotype and go on to form indolent tumors that modeled lepidic LuAd in humans. Given that it is perhaps the most stable epigenetic change, CpG methylation may be the best method to determine the lineage of human tumors. Using whole genome methylation sequencing, we validated this approach in a genetic mouse model with defined AT1 and AT2 origin tumors and then applied it to human non-small cell lung cancer (NSCLC) resection specimens.
Methods: Fluorescence assisted cell sorting was used to purify AT1, AT2, and tumor cells from genetically modified mice and from human NSCLC resection specimens. DNA was converted for methylation sequencing using an enzymatic approach. Libraries were prepared and then sequenced to a target depth of approximately 5X for mouse specimens and 30X for human specimens.
Results: AT1-derived tumor cell populations in mice had a significantly higher degree of AT1-specific methylation than AT2-derived tumors. Twelve LuAd, three squamous cell lung cancer (LuSC), four normal AT1 populations, and four normal AT2 populations were collected from specimens from the Stanford University Hospital operating rooms. In the LuAd specimens, EGFR was the most commonly mutated driver with KRAS, KDR, P53, BRAF, BRCA2, MET, RB1, ARID1A, KEAP1, NF1, and STK11 also represented. Driver mutations and abnormal copy number were verified in all LuAd populations, and purity was determined to be up to ~99%. Comparison of the methylation profile of the tumors to an existing methylation atlas that included profiles of alveolar, bronchial, and upper airway epithelial cells suggested a basal cell origin for LuSc and an alveolar origin for LuAd. One LuSC and three LuAd had such extensive methylation derangement that they lost a methylation signature of any particular tissue origin. We then defined 1808 differentially methylated regions in AT1 versus AT2 cells. Of the remaining 9 LuAd that retained their lung methylation identity, 8 appeared to be of AT1 cell origin and 1 of AT2 cell origin. Higher AT1 methylation score correlated with lower clinical grade, more lepidic and acinar histology, and more ground glass appearance on CT scan.
Conclusion: Whole genome methylation sequencing strongly suggests that human LuAd is derived from alveolar epithelial cells, with some tumors being derived from AT1 cells, the non-stem cell of the alveolus. The presence of non-stem cell methylation correlated with favorable clinical indices. Of note, our analysis includes only resectable LuAd, potentially biasing towards indolent tumors more likely to be derived from AT1 cells.
利益披露 Disclosure
N. Juul, None..
D. Almanza, None.
M. Diehn,
Foresight Diagnostics Patent.
AstraZeneca Independent Contractor, ).
Regeneron Pharmaceuticals, Inc Independent Contractor.
ROCHE SEQUENCING SOLUTIONS, INC. Patent.
Perception Medicine Stock.
Natera Stock.
Gritstone Bio Stock Option.
CiberMed Stock.
T. Desai, None.