Previous experimental approaches using CRISPR to study factors governing hematopoiesis in vivo have been hampered by heterogeneity in cellular expansion during hematopoietic reconstitution. To control for such ‘cellular jackpotting’, we developed an in vivo hematopoietic stem and progenitor (HSPC)-based CRISPR screening system with unique molecular identifiers (UMIs) and applied these techniques to study myeloid inflammation and clonal expansion of Tet2-mutated HSPCs. Transplantation of Cas9-expressing Lin -Sca1 +c-Kit + (LSK) cells transduced with high-diversity UMI-labeled guide-RNAs (gRNAs) enabled sufficient gRNA representation at a genome-wide level after lentiviral integration of one gRNA per cell and controlled for 10 log-fold differences in cellular expansion during hematopoietic reconstitution. Simultaneous comparison of barcoded CRISPR screening with non-barcoded screening revealed that barcoding decreases false-positive biological processes related to cell division while improving sensitivity for detecting biological processes related to transcriptional events and cellular differentiation. To study inflammatory mediators, we applied this CRISPR screening tool towards studying the recruitment of CD101 +Ly6G +CD11b + mature neutrophils during an inflammatory insult, which revealed the majority of genes involved in human congenital neutropenia (Figure A). To demonstrate the reproducibility of this screening system, we performed a targeted transcription factor (TF)-based CRISPR screen, which revealed concordance between the genome-wide screen and the targeted screen. Next, we also applied this screening system to studying dynamics of Tet2-mutated clonal hematopoiesis. To study master regulators of clonal expansion in Tet2 KO, we performed a UMI-based CRISPR screen using chromatic and transcription factors, which revealed Tet3 and Bcor, genes previously identified to cooperate with Tet2 KO to promote myeloproliferation (Figure B). Validation of additional novel genetic hits is currently ongoing. We hypothesize that this screening platform will be useful for dissecting many aspects of hematopoiesis including inflammatory mediators and clonal dynamics of HSPCs.
Disclosures
Ebert:Calico: Research Funding; Novartis: Research Funding; TenSixteen Bio: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Abbvie: Consultancy; Neomorph Inc.: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Exo Therapeutics: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Skyhawk Therapeutics: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees.
