Griess Ofir, Furth Noa, Harpaz Nofar, Di Bernardo Nicoletta, Salame Tomer-Meir, Dassa Bareket, Karagiannidis Ioannis, Isshiki Yusuke, Gross Menachem, Melnick Ari M, Béguelin Wendy, Ron Guy, Shema Efrat
The Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel.
Mass Cytometry Unit, Life Sciences Core Facilities, Weizmann Institute of Science, Rehovot, Israel.
PLoS Biol. 2025 Jun 12;23(6):e3003191. doi: 10.1371/journal.pbio.3003191. eCollection 2025 Jun.
Diffuse large B cell lymphomas and follicular lymphomas show recurrent mutations in epigenetic regulators; among these are loss-of-function mutations in KMT2D and gain-of-function mutations in EZH2. To systematically explore the effects of these mutations on the wiring of the epigenetic network, we applied a single-cell approach to probe a wide array of histone modifications. We show that mutant-EZH2 elicits extensive effects on the epigenome of lymphomas, beyond alterations to H3K27 methylations, and is epistatic over KMT2D mutations. Utilizing the single-cell data, we present computational methods to measure epigenetic heterogeneity. We identify an unexpected characteristic of mutant-EZH2, but not KMT2D, in increasing heterogeneity, shedding light on a novel oncogenic mechanism mediated by this mutation. Finally, we present tools to reconstruct known interactions within the epigenetic network, as well as reveal potential novel cross talk between various modifications, supported by functional perturbations. Our work highlights novel roles for mutant-EZH2 in lymphomagenesis and establishes new concepts for measuring epigenetic heterogeneity and intra-chromatin connectivity in cancer cells.
弥漫性大B细胞淋巴瘤和滤泡性淋巴瘤在表观遗传调节因子中表现出反复出现的突变;其中包括KMT2D的功能丧失突变和EZH2的功能获得突变。为了系统地探究这些突变对表观遗传网络连接的影响,我们应用单细胞方法来探测广泛的组蛋白修饰。我们表明,突变型EZH2对淋巴瘤的表观基因组产生广泛影响,超出了对H3K27甲基化的改变,并且对KMT2D突变具有上位性。利用单细胞数据,我们提出了计算方法来测量表观遗传异质性。我们在增加异质性方面确定了突变型EZH2而非KMT2D的一个意外特征,揭示了由该突变介导的一种新的致癌机制。最后,我们展示了重建表观遗传网络内已知相互作用的工具,以及揭示各种修饰之间潜在的新串扰的工具,这些都得到了功能扰动的支持。我们的工作突出了突变型EZH2在淋巴瘤发生中的新作用,并为测量癌细胞中的表观遗传异质性和染色质内连接性建立了新的概念。