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多组学分析髓母细胞瘤揭示了蛋白质组和 N-聚糖水平上具有亚型特异性的可靶向改变。

Multiomic profiling of medulloblastoma reveals subtype-specific targetable alterations at the proteome and N-glycan level.

机构信息

Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

出版信息

Nat Commun. 2024 Jul 24;15(1):6237. doi: 10.1038/s41467-024-50554-z.

DOI:10.1038/s41467-024-50554-z
PMID:39043693
原文链接:
https://pmc.ncbi.nlm.nih.gov/articles/PMC11266559/
Abstract

Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically heterogenous. The application of omics technologies-mainly studying nucleic acids-has significantly improved MB classification and stratification, but treatment options are still unsatisfactory. The proteome and their N-glycans hold the potential to discover clinically relevant phenotypes and targetable pathways. We compile a harmonized proteome dataset of 167 MBs and integrate findings with DNA methylome, transcriptome and N-glycome data. We show six proteome MB subtypes, that can be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pG3myc), and synapses/immunological processes (pSHHs, pG3 and pG4). Multiomic analysis reveals different conservation levels of proteome features across MB subtypes at the DNA methylome level. Aggressive pGroup3myc MBs and favorable pWNT MBs are most similar in cluster hierarchies concerning overall proteome patterns but show different protein abundances of the vincristine resistance-associated multiprotein complex TriC/CCT and of N-glycan turnover-associated factors. The N-glycome reflects proteome subtypes and complex-bisecting N-glycans characterize pGroup3myc tumors. Our results shed light on targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures.

摘要

髓母细胞瘤(MBs)是一种恶性小儿脑肿瘤,在分子和临床方面具有异质性。组学技术的应用——主要研究核酸——极大地改善了 MB 的分类和分层,但治疗选择仍然不尽如人意。蛋白质组及其 N-聚糖有可能发现具有临床相关性的表型和可靶向的途径。我们编译了 167 个 MB 的协调蛋白质组数据集,并将研究结果与 DNA 甲基组、转录组和 N-聚糖组数据整合在一起。我们展示了六个蛋白质组 MB 亚型,可以分为两个主要的分子程序:转录/翻译(pSHHt、pWNT 和 pG3myc)和突触/免疫过程(pSHHs、pG3 和 pG4)。多组学分析显示,在 DNA 甲基组水平上,蛋白质组特征在 MB 亚型之间的保守程度不同。侵袭性 pGroup3myc MB 和有利的 pWNT MB 在簇层次结构上最相似,涉及整体蛋白质组模式,但与长春新碱耐药相关的多蛋白复合物 TriC/CCT 和与 N-聚糖周转相关的因素的蛋白丰度不同。N-聚糖反映了蛋白质组亚型,双分叉 N-聚糖特征是 pGroup3myc 肿瘤。我们的研究结果揭示了 MB 中可靶向的改变,并为针对糖结构的潜在免疫治疗奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/d9ae5535cd72/41467_2024_50554_Fig10_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/79ea465da3dd/41467_2024_50554_Fig2_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/a7c913cddad5/41467_2024_50554_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/e91746ec9217/41467_2024_50554_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/89ce338db791/41467_2024_50554_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/d9ae5535cd72/41467_2024_50554_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/d4e6e4f61bd0/41467_2024_50554_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/79ea465da3dd/41467_2024_50554_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/7987f139898e/41467_2024_50554_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/11c746e118bc/41467_2024_50554_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/607d6c3b3e24/41467_2024_50554_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/41564431a9fc/41467_2024_50554_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/a7c913cddad5/41467_2024_50554_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/e91746ec9217/41467_2024_50554_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/89ce338db791/41467_2024_50554_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e056/11266559/d9ae5535cd72/41467_2024_50554_Fig10_HTML.jpg

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