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基于单细胞 RNA 测序数据对囊腺瘤和肝囊肿的微环境进行剖析。

Dissecting microenvironment in cystadenomas and hepatic cysts based on single nucleus RNA-sequencing data.

机构信息

College of the First Affiliated Hospital of Harbin Medical University, Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.

College of the First Affiliated Hospital of Harbin Medical University, Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.

出版信息

Comput Biol Med. 2024 Jun;176:108541. doi: 10.1016/j.compbiomed.2024.108541. Epub 2024 May 3.

Abstract

Hepatic cystadenoma is a rare disease, accounting for about 5% of all cystic lesions, with a high tendency of malignant transformation. The preoperative diagnosis of cystadenoma is difficult, and some cystadenomas are easily misdiagnosed as hepatic cysts at first. Hepatic cyst is a relatively common liver disease, most of which are benign, but large hepatic cysts can lead to pressure on the bile duct, resulting in abnormal liver function. To better understand the difference between the microenvironment of cystadenomas and hepatic cysts, we performed single-nuclei RNA-sequencing on cystadenoma and hepatic cysts samples. In addition, we performed spatial transcriptome sequencing of hepatic cysts. Based on nucleus RNA-sequencing data, a total of seven major cell types were identified. Here we described the tumor microenvironment of cystadenomas and hepatic cysts, particularly the transcriptome signatures and regulators of immune cells and stromal cells. By inferring copy number variation, it was found that the malignant degree of hepatic stellate cells in cystadenoma was higher. Pseudotime trajectory analysis demonstrated dynamic transformation of hepatocytes in hepatic cysts and cystadenomas. Cystadenomas had higher immune infiltration than hepatic cysts, and T cells had a more complex regulatory mechanism in cystadenomas than hepatic cysts. Immunohistochemistry confirms a cystadenoma-specific T-cell immunoregulatory mechanism. These results provided a single-cell atlas of cystadenomas and hepatic cyst, revealed a more complex microenvironment in cystadenomas than in hepatic cysts, and provided new perspective for the molecular mechanisms of cystadenomas and hepatic cyst.

摘要

肝囊腺瘤是一种罕见疾病,约占所有囊性病变的 5%,具有较高的恶性转化倾向。肝囊腺瘤术前诊断困难,部分肝囊腺瘤起初易误诊为肝囊肿。肝囊肿是一种较为常见的肝脏疾病,多数为良性,但较大的肝囊肿可压迫胆管,导致肝功能异常。为了更好地了解囊腺瘤和肝囊肿的微环境差异,我们对囊腺瘤和肝囊肿样本进行了单细胞 RNA 测序。此外,我们还对肝囊肿进行了空间转录组测序。基于核 RNA 测序数据,共鉴定出 7 种主要细胞类型。本研究描述了囊腺瘤和肝囊肿的肿瘤微环境,特别是免疫细胞和基质细胞的转录组特征和调控因子。通过推断拷贝数变异,发现囊腺瘤中肝星状细胞的恶性程度更高。拟时轨迹分析表明,肝囊肿和囊腺瘤中的肝细胞发生动态转化。囊腺瘤的免疫浸润程度高于肝囊肿,且 T 细胞在囊腺瘤中的调控机制比在肝囊肿中更为复杂。免疫组织化学证实了囊腺瘤中存在特定的 T 细胞免疫调节机制。这些结果提供了囊腺瘤和肝囊肿的单细胞图谱,揭示了囊腺瘤比肝囊肿具有更为复杂的微环境,并为囊腺瘤和肝囊肿的分子机制提供了新的视角。

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