Systematically characterizing the roles of E3-ligase family members in inflammatory responses with massively parallel Perturb-seq.

التفاصيل البيبلوغرافية
العنوان: Systematically characterizing the roles of E3-ligase family members in inflammatory responses with massively parallel Perturb-seq.
المؤلفون: Geiger-Schuller K, Eraslan B, Kuksenko O, Dey KK, Jagadeesh KA, Thakore PI, Karayel O, Yung AR, Rajagopalan A, Meireles AM, Yang KD, Amir-Zilberstein L, Delorey T, Phillips D, Raychowdhury R, Moussion C, Price AL, Hacohen N, Doench JG, Uhler C, Rozenblatt-Rosen O, Regev A
المصدر: BioRxiv : the preprint server for biology [bioRxiv] 2023 Jan 24. Date of Electronic Publication: 2023 Jan 24.
نوع المنشور: Preprint
اللغة: English
بيانات الدورية: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
مستخلص: E3 ligases regulate key processes, but many of their roles remain unknown. Using Perturb-seq, we interrogated the function of 1,130 E3 ligases, partners and substrates in the inflammatory response in primary dendritic cells (DCs). Dozens impacted the balance of DC1, DC2, migratory DC and macrophage states and a gradient of DC maturation. Family members grouped into co-functional modules that were enriched for physical interactions and impacted specific programs through substrate transcription factors. E3s and their adaptors co-regulated the same processes, but partnered with different substrate recognition adaptors to impact distinct aspects of the DC life cycle. Genetic interactions were more prevalent within than between modules, and a deep learning model, comβVAE, predicts the outcome of new combinations by leveraging modularity. The E3 regulatory network was associated with heritable variation and aberrant gene expression in immune cells in human inflammatory diseases. Our study provides a general approach to dissect gene function.
معلومات مُعتمدة: DP2 AT012345 United States AT NCCIH NIH HHS
تواريخ الأحداث: Date Created: 20230207 Latest Revision: 20230824
رمز التحديث: 20230824
مُعرف محوري في PubMed: PMC9900845
DOI: 10.1101/2023.01.23.525198
PMID: 36747789
قاعدة البيانات: MEDLINE
الوصف
DOI:10.1101/2023.01.23.525198