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Notch 信号通路和肿瘤组织中自然杀伤细胞浸润与髓母细胞瘤的预后相关。

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

机构信息

Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.

Institute of Food Safety and Health Risk Assessment, National Yang-Ming Chiao-Tung University, Taipei, Taiwan.

出版信息

Sci Rep. 2021 Dec 2;11(1):23282. doi: 10.1038/s41598-021-02651-y.

Abstract

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.

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 52 名年龄在 0 至 19 岁之间的亚洲髓母细胞瘤患者,他们在台北医学大学附属医院和台北荣民总医院接受了手术切除和术后治疗。对新鲜冷冻的手术组织进行了全基因组 RNA 测序。使用 CIBERSORTx 免疫去卷积软件对这些数据进行了分析。两个来自美国(n=62)和加拿大(n=763)的外部临床和分子数据集用于评估基因特征评分在不同种族人群中的可转移性。13 个基因的丰度,包括 DLL1,与总生存率显著相关(所有 Cox 回归 P<0.001)。从深度转录组中得出一个基因特征评分,能够指示患者随后的肿瘤复发(危险比[HR]1.645,置信区间[CI]1.337-2.025,P<0.001)和死亡率(HR 2.720,CI 1.798-4.112,P<0.001)。在调整基线临床因素后,该评分仍然提示无复发生存率(HR 1.604,CI 1.292-1.992,P<0.001)和总生存率(HR 2.781,CI 1.762-4.390,P<0.001)。根据该评分分层的患者不仅表现出不同的预后,而且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过度表达,而肿瘤浸润性自然杀伤细胞在预后较好的患者中更为丰富。此外,免疫组织化学染色显示,Notch 信号通路中的主要配体 DLL1 蛋白和自然杀伤细胞的代表性生物标志物 NCAM1 蛋白存在于 4 个分子亚组(WNT、SHH、Group 3 和 Group 4)患者的手术组织中。NCAM1 RNA 水平与肿瘤中的突变负担呈正相关(P=0.023)。基因特征评分在加拿大队列中得到了成功验证(P=0.009),以及其三个分子亚组(SHH、Group 3 和 Group 4;P=0.047、0.018 和 0.040)。总之,小儿髓母细胞瘤患者可以根据具有不同预后和分子特征的基因特征评分进行分层。Notch 信号通路的配体和受体在预后较差的患者中过度表达。肿瘤浸润性自然杀伤细胞在预后较好的患者中更为丰富。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/21bf/8639846/6d6889ff2ce6/41598_2021_2651_Fig1_HTML.jpg

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