单细胞和空间转录组分析揭示了生长激素分泌垂体腺瘤的异质性特征和特定的细胞亚型调节因子。

IF 12.5 2区 医学 Q1 SURGERY
Yu Zhang, Lifeng Wang, Xingcheng Yi, Xin Ma, Hongyu Wu, Mingzhao Zhang, Zhenqi Yang, Lizhen Ma, Zenghua Mi, Weijia Zhi, Cong Fu, Pinan Liu, Zhijun Yang
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引用次数: 0

摘要

背景:生长激素分泌垂体腺瘤(GHPA)表现出不同的生物学行为和临床结局,需要识别肿瘤异质性和预后相关标志物。方法:在本研究中,我们对10个GHPA样本进行了单细胞RNA测序(scRNA-seq),其中4个样本也进行了空间转录组测序,并将4个正常垂体样本的scRNA-seq数据作为对照。使用多种算法分析GHPA中的细胞亚型特征,以识别恶性偏倚调节因子,然后使用临床队列验证。结果:我们首次构建了GHPA的单细胞和空间转录组图谱,其中包含87,862个细胞,揭示了16种肿瘤细胞亚型。在肿瘤细胞中,我们发现了不同的发育轨迹和三种恶性偏向亚型(PIT1_C05, PIT1_C06和PIT1_C10)。这些恶性偏向细胞的空间分布特征可能影响GHPA的生长特征和预后。我们筛选了特异性的调控转录因子,包括fox01、GTF2IRD1和MAX。临床队列验证表明fox01可能与肿瘤的侵袭和进展有关,而MAX的高表达可能导致内分泌预后不良。结论:GHPA具有丰富的异质性和不同的细胞亚型,特异的转录因子可能调控细胞恶性偏倚,从而影响肿瘤特征和预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single-cell and spatial transcriptomic analyses reveal heterogeneity characteristics and specific cell subtype regulators in growth hormone-secreting pituitary adenomas.

Background: Growth hormone-secreting pituitary adenomas (GHPA) display diverse biological behaviors and clinical outcomes, necessitating the identification of tumor heterogeneity and prognostically relevant markers.

Methods: In this study, we performed single-cell RNA sequencing (scRNA-seq) on 10 GHPA samples, four of which also underwent spatial transcriptome sequencing, and used scRNA-seq data from four normal pituitary samples as controls. Cell subtype characterization in GHPA was analyzed using multiple algorithms to identify malignant bias regulators, which were then validated using a clinical cohort.

Results: We constructed the first single-cell and spatial transcriptome profiles of GHPA, which contained 87 862 cells and revealed 16 tumor cell subtypes. Among the tumor cells, we identified distinct developmental trajectories and three malignant-biased subtypes (PIT1_C05, PIT1_C06, and PIT1_C10). The spatial distribution characteristics of these malignant-biased cells may influence the growth characteristics and prognosis of GHPA. We screened specific regulatory transcription factors, including FOXO1, GTF2IRD1, and MAX. Clinical cohort validation indicated that FOXO1 might be associated with tumor invasion and progression, while high expression of MAX could result in poor endocrine outcomes.

Conclusion: GHPA exhibits rich heterogeneity and diverse cell subtypes, with specific transcription factors potentially regulating cell malignant bias, thereby influencing tumor characteristics and prognosis.

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来源期刊
CiteScore
17.70
自引率
3.30%
发文量
0
审稿时长
6-12 weeks
期刊介绍: The International Journal of Surgery (IJS) has a broad scope, encompassing all surgical specialties. Its primary objective is to facilitate the exchange of crucial ideas and lines of thought between and across these specialties.By doing so, the journal aims to counter the growing trend of increasing sub-specialization, which can result in "tunnel-vision" and the isolation of significant surgical advancements within specific specialties.
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