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A CRISPRi/a screening platform to study cellular nutrient transport in diverse microenvironments

View ORCID ProfileChristopher Chidley, View ORCID ProfileAlicia M. Darnell, View ORCID ProfileBenjamin L. Gaudio, View ORCID ProfileEvan C. Lien, View ORCID ProfileAnna M. Barbeau, View ORCID ProfileMatthew G. Vander Heiden, View ORCID ProfilePeter K. Sorger
doi: https://doi.org/10.1101/2023.01.26.525375
Christopher Chidley
1Laboratory of Systems Pharmacology, Harvard Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
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  • For correspondence: peter_sorger@hms.harvard.edu christopher_chidley@hms.harvard.edu
Alicia M. Darnell
2Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
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Benjamin L. Gaudio
1Laboratory of Systems Pharmacology, Harvard Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
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  • ORCID record for Benjamin L. Gaudio
Evan C. Lien
2Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
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  • ORCID record for Evan C. Lien
Anna M. Barbeau
2Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
3Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
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Matthew G. Vander Heiden
2Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
3Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
4Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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Peter K. Sorger
1Laboratory of Systems Pharmacology, Harvard Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
5Department of Systems Biology, Harvard Medical School, Boston, MA, USA
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  • For correspondence: peter_sorger@hms.harvard.edu christopher_chidley@hms.harvard.edu
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ABSTRACT

Blocking the import of nutrients essential for cancer cell proliferation represents a therapeutic opportunity, but it is unclear which transporters to target. Here, we report a CRISPRi/a screening platform to systematically interrogate the contribution of specific nutrient transporters to support cancer cell proliferation in environments ranging from standard culture media to tumor models. We applied this platform to identify the transporters of amino acids in leukemia cells and found that amino acid transport is characterized by high bidirectional flux that is dependent on the composition of the microenvironment. While investigating the role of transporters in cystine starved cells, we uncovered a novel role for serotonin uptake in preventing ferroptosis. Finally, we identified transporters essential for cell proliferation in subcutaneous tumors and found that levels of glucose and amino acids can restrain proliferation in that environment. This study provides a framework for the systematic identification of critical cellular nutrient transporters, characterizing the function of such transporters, and studying how the tumor microenvironment impacts cancer metabolism.

Competing Interest Statement

M.G.V.H. is a scientific advisor for Agios Pharmaceuticals, iTeos Therapeutics, Sage Therapeutics, Auron Therapeutics, and Droia Ventures. P.K.S. is a co-founder and member of the BOD of Glencoe Software, a member of the BOD of Applied Biomath, and a member of the SAB of RareCyte, NanoString and Montai Health, and a consultant for Merck. P.K.S. declares that none of these relationships have influenced the content of this manuscript. The other authors declare no competing interests.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
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Posted January 26, 2023.
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A CRISPRi/a screening platform to study cellular nutrient transport in diverse microenvironments
Christopher Chidley, Alicia M. Darnell, Benjamin L. Gaudio, Evan C. Lien, Anna M. Barbeau, Matthew G. Vander Heiden, Peter K. Sorger
bioRxiv 2023.01.26.525375; doi: https://doi.org/10.1101/2023.01.26.525375
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A CRISPRi/a screening platform to study cellular nutrient transport in diverse microenvironments
Christopher Chidley, Alicia M. Darnell, Benjamin L. Gaudio, Evan C. Lien, Anna M. Barbeau, Matthew G. Vander Heiden, Peter K. Sorger
bioRxiv 2023.01.26.525375; doi: https://doi.org/10.1101/2023.01.26.525375

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