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单细胞转录组分析揭示了垂体神经内分泌肿瘤的肿瘤细胞异质性和免疫微环境特征。

Single-cell transcriptomic analysis reveals tumor cell heterogeneity and immune microenvironment features of pituitary neuroendocrine tumors.

机构信息

MOE Key Laboratory of Bioinformatics, Department of Automation, BNRIST Bioinformatics Division, Tsinghua University, Beijing, 100084, China.

Beijing Neurosurgical Institute, Capital Medical University, Beijing, 100070, China.

出版信息

Genome Med. 2024 Jan 2;16(1):2. doi: 10.1186/s13073-023-01267-3.

Abstract

BACKGROUND

Pituitary neuroendocrine tumors (PitNETs) are one of the most common types of intracranial tumors. Currently, the cellular characteristics of normal pituitary and various other types of PitNETs are still not completely understood.

METHODS

We performed single-cell RNA sequencing (scRNA-seq) on 4 normal samples and 24 PitNET samples for comprehensive bioinformatics analysis. Findings regarding the function of PBK in the aggressive tumor cells were validated by siRNA knockdown, overexpression, and transwell experiments.

RESULTS

We first constructed a reference cell atlas of the human pituitary. Subsequent scRNA-seq analysis of PitNET samples, representing major tumor subtypes, shed light on the intrinsic cellular heterogeneities of the tumor cells and tumor microenvironment (TME). We found that the expression of hormone-encoding genes defined the major variations of the PIT1-lineage tumor cell transcriptomic heterogeneities. A sub-population of TPIT-lineage tumor cells highly expressing GZMK suggested a novel subtype of corticotroph tumors. In immune cells, we found two clusters of tumor-associated macrophages, which were both highly enriched in PitNETs but with distinct functional characteristics. In PitNETs, the stress response pathway was significantly activated in T cells. While a majority of these tumors are benign, our study unveils a common existence of aggressive tumor cells in the studied samples, which highly express a set of malignant signature genes. The following functional experiments confirmed the oncogenic role of selected up-regulated genes. The over-expression of PBK could promote both tumor cell proliferation and migration, and it was also significantly associated with poor prognosis in PitNET patients.

CONCLUSIONS

Our data and analysis manifested the basic cell types in the normal pituitary and inherent heterogeneity of PitNETs, identified several features of the tumor immune microenvironments, and found a novel epithelial cell sub-population with aggressive signatures across all the studied cases.

摘要

背景

垂体神经内分泌肿瘤(PitNETs)是最常见的颅内肿瘤之一。目前,正常垂体和各种其他类型的 PitNETs 的细胞特征仍不完全清楚。

方法

我们对 4 个正常样本和 24 个 PitNET 样本进行了单细胞 RNA 测序(scRNA-seq),进行了全面的生物信息学分析。通过 siRNA 敲低、过表达和 Transwell 实验验证了 PBK 在侵袭性肿瘤细胞中的功能。

结果

我们首先构建了人类垂体的参考细胞图谱。随后对 PitNET 样本进行 scRNA-seq 分析,代表主要肿瘤亚型,揭示了肿瘤细胞和肿瘤微环境(TME)的内在细胞异质性。我们发现激素编码基因的表达定义了 PIT1 谱系肿瘤细胞转录组异质性的主要变化。TPIT 谱系肿瘤细胞中高表达 GZMK 的亚群提示了一种新的促肾上腺皮质细胞瘤亚型。在免疫细胞中,我们发现了两个肿瘤相关巨噬细胞簇,它们在 PitNETs 中都高度富集,但具有不同的功能特征。在 PitNETs 中,T 细胞中的应激反应途径明显激活。虽然这些肿瘤大多数是良性的,但我们的研究揭示了在研究样本中普遍存在侵袭性肿瘤细胞,这些细胞高度表达一组恶性特征基因。以下功能实验证实了选定上调基因的致癌作用。PBK 的过表达可以促进肿瘤细胞的增殖和迁移,并且与 PitNET 患者的预后不良显著相关。

结论

我们的数据和分析表现出正常垂体的基本细胞类型和 PitNETs 的固有异质性,确定了肿瘤免疫微环境的几个特征,并在所有研究病例中发现了具有侵袭性特征的新上皮细胞亚群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/877c/10759356/36b9b42acd01/13073_2023_1267_Fig1_HTML.jpg

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