In vivo genome-wide CRISPR screening in murine acute myeloid leukemia uncovers microenvironmental dependencies

Author:

Mercier Francois E.123ORCID,Shi Jiantao4ORCID,Sykes David B.123ORCID,Oki Toshihiko123ORCID,Jankovic Maja5ORCID,Man Cheuk Him6ORCID,Kfoury Youmna S.123ORCID,Miller Elizabeth123,He Shutao7,Zhu Alexander123ORCID,Vasic Radovan123,Doench John8ORCID,Orthwein Alexandre9ORCID,Michor Franziska24810,Scadden David T.12310ORCID

Affiliation:

1. 1Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA;

2. 2Department of Stem Cell and Regenerative Biology, Harvard University, Boston, MA;

3. 3Harvard Stem Cell Institute, Harvard University, Cambridge, MA;

4. 4Center for Cancer Evolution and Department of Data Science, Dana-Farber Cancer Institute, Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA;

5. 5Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC, Canada;

6. 6Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong;

7. 7State Key Laboratory of Molecular Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Beijing, China;

8. 8Broad Institute, Cambridge, MA;

9. 9Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada; and

10. 10Ludwig Center at Harvard, Boston, MA

Abstract

Abstract Genome-wide CRISPR screens have been extremely useful in identifying therapeutic targets in diverse cancers by defining genes that are essential for malignant growth. However, most CRISPR screens were performed in vitro and thus cannot identify genes that are essential for interactions with the microenvironment in vivo. Here, we report genome-wide CRISPR screens in 2 in vivo murine models of acute myeloid leukemia (AML) driven by the KMT2A/MLLT3 fusion or by the constitutive coexpression of Hoxa9 and Meis1. Secondary validation using a focused library identified 72 genes specifically essential for leukemic growth in vivo, including components of the major histocompatibility complex class I complex, Cd47, complement receptor Cr1l, and the β-4-galactosylation pathway. Importantly, several of these in vivo–specific hits have a prognostic effect or are inferred to be master regulators of protein activity in human AML cases. For instance, we identified Fermt3, a master regulator of integrin signaling, as having in vivo–specific dependency with high prognostic relevance. Overall, we show an experimental and computational pipeline for genome-wide functional screens in vivo in AML and provide a genome-wide resource of essential drivers of leukemic growth in vivo.

Publisher

American Society of Hematology

Subject

Hematology

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