Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
University of Texas MD Anderson Cancer Center Graduate School of Biomedical Sciences, Houston, TX, USA.
Nat Commun. 2022 Jun 25;13(1):3652. doi: 10.1038/s41467-022-31376-3.
Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, non-transformed pancreatic lines as contemporaneous "control" lines in experiments. We confirm these findings using a variety of independent assays, including but not limited to whole exome sequencing, single-cell copy number variation sequencing (scCNVseq), single-nuclei assay for transposase-accessible chromatin with sequencing, fluorescence in-situ hybridization, and single-cell RNA sequencing (scRNAseq). We map scRNA expression data to unique genomic clones identified by orthogonally-gathered scCNVseq data of these same PDAC cell lines. Further, while PDOs are known to reflect the cognate in vivo biology of the parental tumor, we identify transcriptomic shifts during ex vivo passage that might hamper their predictive abilities over time. The impact of these findings on rigor and reproducibility of experimental data generated using established preclinical PDAC models between and across laboratories is uncertain, but a matter of concern.
异质性是癌症的一个标志。单细胞技术的出现帮助我们在不同背景下的不同癌症中以高通量的方式揭示了异质性。在这里,我们应用单细胞测序技术来揭示假定的单克隆胰腺导管腺癌(PDAC)细胞系和患者来源的类器官(PDO)中的固有异质性。我们的研究结果揭示了单层 PDAC 细胞系中基因组和转录组高度多克隆性,以及在不同实验室中生长的明显相同的细胞系引起的监管变化,以及从 2D 到 3D 球体生长模型的转录组转变。我们的研究结果还质疑了广泛可用的永生、未转化的胰腺系作为实验中同时代的“对照”系的有效性。我们使用各种独立的检测方法,包括但不限于全外显子组测序、单细胞拷贝数变异测序(scCNVseq)、单细胞转座酶可及染色质测序、荧光原位杂交和单细胞 RNA 测序(scRNAseq),证实了这些发现。我们将 scRNA 表达数据映射到通过正交收集的相同 PDAC 细胞系的 scCNVseq 数据识别的独特基因组克隆上。此外,虽然 PDO 已知反映了亲本肿瘤的同源体内生物学,但我们在体外传代过程中发现了转录组转变,这可能会随着时间的推移影响它们的预测能力。这些发现对使用既定的临床前 PDAC 模型在实验室之间和内部生成的实验数据的严格性和可重复性的影响尚不确定,但这是一个令人关注的问题。