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单细胞RNA和T细胞受体测序揭示蕈样肉芽肿的异质性及可能的基因特征。

Single-cell RNA and T-cell receptor sequencing unveil mycosis fungoides heterogeneity and a possible gene signature.

作者信息

Srinivas Nalini, Peiffer Lukas, Horny Kai, Lei Kuan Cheok, Buus Terkild B, Kubat Linda, Luo Meng, Yin Menghong, Spassova Ivelina, Sucker Antje, Farahpour Farnoush, Kehrmann Jan, Ugurel Selma, Livingstone Elisabeth, Gambichler Thilo, Ødum Niels, Becker Jürgen C

机构信息

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.

German Cancer Research Center (DKFZ), Heidelberg, Germany.

出版信息

Front Oncol. 2024 Aug 7;14:1408614. doi: 10.3389/fonc.2024.1408614. eCollection 2024.

Abstract

BACKGROUND

Mycosis fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma (CTCL). Comprehensive analysis of MF cells and is complicated by the fact that is challenging to distinguish malignant from reactive T cells with certainty.

METHODS

To overcome this limitation, we performed combined single-cell RNA (scRNAseq) and T-cell receptor TCR sequencing (scTCRseq) of skin lesions of cutaneous MF lesions from 12 patients. A sufficient quantity of living T cells was obtained from 9 patients, but 2 had to be excluded due to unclear diagnoses (coexisting CLL or revision to a fixed toxic drug eruption).

RESULTS

From the remaining patients we established single-cell mRNA expression profiles and the corresponding TCR repertoire of 18,630 T cells. TCR clonality unequivocally identified 13,592 malignant T cells. Reactive T cells of all patients clustered together, while malignant cells of each patient formed a unique cluster expressing genes typical of naive/memory, such as and , or cytotoxic T cells, e.g., and . Genes encoding classic CTCL markers were not detected in all clusters, consistent with the fact that mRNA expression does not correlate linearly with protein expression. Nevertheless, we successfully pinpointed distinctive gene signatures differentiating reactive malignant from malignant T cells: keratins (, ), galectins (, ) and S100 genes (, ) being overexpressed in malignant cells.

CONCLUSIONS

Combined scRNAseq and scTCRseq not only allows unambiguous identification of MF cells, but also revealed marked heterogeneity between and within patients with unexpected functional phenotypes. While the correlation between mRNA and protein abundance was limited with respect to established MF markers, we were able to identify a single-cell gene expression signature that distinguishes malignant from reactive T cells.

摘要

背景

蕈样肉芽肿(MF)是皮肤T细胞淋巴瘤(CTCL)最常见的亚型。由于难以准确区分恶性T细胞和反应性T细胞,对MF细胞进行全面分析变得复杂。

方法

为克服这一局限性,我们对12例皮肤MF病变患者的皮肤病变进行了单细胞RNA(scRNAseq)和T细胞受体TCR测序(scTCRseq)联合检测。从9例患者中获得了足够数量的活T细胞,但有2例因诊断不明确(并存慢性淋巴细胞白血病或修正为固定性药疹)而被排除。

结果

我们从其余患者中建立了18630个T细胞的单细胞mRNA表达谱和相应的TCR库。TCR克隆性明确鉴定出13592个恶性T细胞。所有患者的反应性T细胞聚集在一起,而每个患者的恶性细胞形成一个独特的簇,表达幼稚/记忆细胞典型的基因,如 和 ,或细胞毒性T细胞的基因,如 和 。并非在所有簇中都检测到编码经典CTCL标志物的基因,这与mRNA表达与蛋白质表达不存在线性相关的事实一致。尽管如此,我们成功地确定了区分反应性T细胞和恶性T细胞的独特基因特征:角蛋白( , )、半乳糖凝集素( , )和S100基因( , )在恶性细胞中过度表达。

结论

联合scRNAseq和scTCRseq不仅能够明确鉴定MF细胞,还揭示了患者之间和患者内部具有意外功能表型的显著异质性。虽然就已确立的MF标志物而言,mRNA与蛋白质丰度之间的相关性有限,但我们能够识别出区分恶性T细胞和反应性T细胞的单细胞基因表达特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5098/11337020/21bd76fa0841/fonc-14-1408614-g001.jpg

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