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Notch 信号通路与肿瘤组织中 NK 细胞浸润是髓母细胞瘤预后的基础

英文原题:Notch signaling and natural killer cell infiltration in tumor tissues underlie medulloblastoma prognosis.

查看英文原题

Notch signaling and natural killer cell infiltration in tumor tissues underlie medulloblastoma prognosis.

PubMed 2021/12/02(内容时间) Sci Rep Q1 · IF 4.9(JCR 2025)

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中文摘要

髓母细胞瘤是儿童中最常见的胚胎性脑肿瘤。我们研究了一个由52名年龄在0至19岁之间的亚洲髓母细胞瘤患者组成的队列,这些患者在台北医学大学附设医院和台北荣民总医院接受了手术切除及切除后治疗。对新鲜冷冻的手术组织进行了全基因组RNA测序。这些数据使用CIBERSORTx免疫去卷积软件进行分析。来自美国(n = 62)和加拿大(n = 763)的两个外部临床和分子数据集被用于评估基因特征评分在不同种族人群中的可迁移性。包括DLL1在内的13个基因的丰度与总生存期显著相关(所有Cox回归P < 0.001)。从深度转录组中衍生出一个基因特征评分,能够指示患者随后的肿瘤复发(风险比[HR] 1.645,置信区间[CI] 1.337-2.025,P < 0.001)和死亡(HR 2.720,CI 1.798-4.112,P < 0.001)。在调整基线临床因素后,该评分仍可指示无复发生存期(HR 1.604,CI 1.292-1.992,P < 0.001)和总生存期(HR 2.781,CI 1.762-4.390,P < 0.001)。按该评分分层的患者不仅表现出不同的预后,还表现出不同的分子特征:Notch信号配体和受体在预后较差的患者中相对过表达,而肿瘤浸润性NK 细胞在预后较好的患者中更为丰富。

此外,免疫组化染色显示,Notch信号通路的主要配体DLL1蛋白和NK 细胞的代表性生物标志物NCAM1蛋白存在于四个分子亚组(WNT、SHH、Group 3和Group 4)患者的手术组织中。NCAM1 RNA水平也与肿瘤突变负荷呈正相关(P = 0.023)。该基因特征评分在加拿大队列中成功验证(P = 0.009),并在其三个分子亚组(SHH、Group 3和Group 4;P分别为0.047、0.018和0.040)中也得到验证。

总之,儿童髓母细胞瘤患者可通过基因特征评分进行分层,具有不同的预后和分子特征。Notch信号通路的配体和受体在预后较差的患者分层中过表达。肿瘤浸润性NK 细胞在预后较好的患者分层中更为丰富。

展开英文摘要原文

Medulloblastoma is the most common embryonic brain tumor in children.

We investigated a cohort of 52 Asian medulloblastoma patients aged between 0 and 19 years old, who received surgical resections and post-resection treatments in the Taipei Medical University Hospital and the Taipei Veterans General Hospital. Genome-wide RNA sequencing was performed on fresh-frozen surgical tissues. These data were analyzed using the CIBERSORTx immune deconvolution software. Two external clinical and molecular datasets from United States (n = 62) and Canada (n = 763) were used to evaluate the transferability of the gene-signature scores across ethnic populations. The abundance of 13 genes, including DLL1, are significantly associated with overall survival (All Cox regression P < 0. 001).

A gene-signature score was derived from the deep transcriptome, capable of indicating patients' subsequent tumor recurrence (Hazard Ratio [HR] 1. 645, confidence interval [CI] 1. 337-2. 025, P < 0. 001) and mortality (HR 2. 720, CI 1. 798-4. 112, P < 0. 001). After the adjustment of baseline clinical factors, the score remains indicative of recurrence-free survival (HR 1. 604, CI 1. 292-1.

992, P < 0. 001) and overall survival (HR 2. 781, CI 1. 762-4. 390, P < 0. 001). Patients stratified by this score manifest not only distinct prognosis but also different molecular characteristics: Notch signaling ligands and receptors are comparatively overexpressed in patients with poorer prognosis, while tumor infiltrating natural killer cells are more abundant in patients with better prognosis.

Additionally, immunohistochemical staining showed the DLL1 protein, a major ligand in the Notch signaling pathway, and the NCAM1 protein, a representative biomarker of natural killer cells, are present in the surgical tissues of patients of four molecular subgroups, WNT, SHH, Group 3 and Group 4.

NCAM1 RNA level is also positively associated with the mutation burden in tumor (P = 0. 023). The gene-signature score is validated successfully in the Canadian cohort (P = 0. 009) as well as its three molecular subgroups (SHH, Group 3 and Group 4; P = 0. 047, 0. 018 and 0. 040 respectively).

In conclusion, pediatric medullablastoma patients can be stratified by gene-signature scores with distinct prognosis and molecular characteristics. Ligands and receptors of the Notch signaling pathway are overexpressed in the patient stratum with poorer prognosis. Tumor infiltrating natural killer cells are more abundant in the patient stratum with better prognosis.

论文信息

作者
Liang KH、Chang CC、Wu KS、Yu AL、Sung SY、Lee YY、Liang ML、Chen HH
第一作者单位
Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan. kunghao@gmail.com.Taiwan
通讯作者单位
Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan. ttwong99@gmail.com.Taiwan
文献类型
非美国政府资助研究
期刊
Scientific reports2021 Dec 2
原文标识
PubMed 34857809 · DOI 10.1038/s41598-021-02651-y