Cell function and activity are regulated through integration of signaling, epigenetic, transcriptional, and metabolic pathways. Here, we introduce INs-seq, an integrated technology for massively parallel recording of single-cell RNA sequencing (scRNA-seq) and intracellular protein activity. We demonstrate the broad utility of INs-seq for discovering new immune subsets by profiling different intracellular signatures of immune signaling, transcription factor combinations, and metabolic activity. Comprehensive mapping of Arginase 1-expressing cells within tumor models, a metabolic immune signature of suppressive activity, discovers novel Arg1(+) Trem2(+) regulatory myeloid (Mreg) cells and identifies markers, metabolic activity, and pathways associated with these cells. Genetic ablation of Trem2 in mice inhibits accumulation of intra-tumoral Mreg cells, leading to a marked decrease in dysfunctional CD8(+) T cells and reduced tumor growth. This study establishes INs-seq as a broadly applicable technology for elucidating integrated transcriptional and intracellular maps and identifies the molecular signature of myeloid suppressive cells in tumors.
Journal article
Coupled scRNA-Seq and Intracellular Protein Activity Reveal an Immunosuppressive Role of TREM2 in Cancer
Cell, Vol.182(4), pp.872-885
20/Aug/2020
Abstract
Details
- Title
- Coupled scRNA-Seq and Intracellular Protein Activity Reveal an Immunosuppressive Role of TREM2 in Cancer
- Creators
- Yonatan Katzenelenbogen (null) - The Weizmann Institute of Science, Department of ImmunologyFadi Sheban (null) - The Weizmann Institute of Science, Department of ImmunologyAdam Yalin (null) - The Weizmann Institute of Science, Department of ImmunologyIdo Yofe (null) - The Weizmann Institute of Science, Department of ImmunologyDmitry Svetlichnyy (null) - Weizmann Institute of Science (Israel, Rehovot)Diego Adhemar Jaitin (null) - The Weizmann Institute of Science, Department of ImmunologyChamutal Bornstein (null) - Weizmann Institute of Science (Israel, Rehovot)Adi Moshe (null) - Weizmann Institute of Science (Israel, Rehovot)Hadas Keren-Shaul (null) - The Weizmann Institute of Science, Department of ImmunologyMerav Cohen (null) - The Weizmann Institute of Science, Department of ImmunologyShuang-Yin Wang (null) - Weizmann Institute of Science (Israel, Rehovot)Baoguo Li (null) - Weizmann Institute of Science (Israel, Rehovot)Eyal David (null) - Weizmann Institute of Science (Israel, Rehovot)Tomer-Meir Salame (null) - The Weizmann Institute of Science, Department of Life Sciences Core FacilitiesAssaf Weiner (null) - The Weizmann Institute of Science, Department of ImmunologyIdo Amit (null) - The Weizmann Institute of Science, Department of Immunology
- Resource Type
- Journal article
- Publication Details
- Cell, Vol.182(4), pp.872-885; 20/Aug/2020
- Number of pages
- 14
- Language
- English
- DOI
- https://doi.org/10.1016/j.cell.2020.06.032
- Grant note
- We thank Dr. A. Giladi and Dr. A. Deczkowska for reviewing the manuscript, N. David and T. Wiesel from the Scientific Illustration unit of the Weizmann Institute for artwork, Dr. M. Kedmi from the Advanced Sequencing Technologies unit, and members of the Amit laboratory for discussions. I.A. is an Eden and Steven Romick Professorial Chair and is supported by Merck KGaA (Darmstadt, Germany); the Chan Zuckerberg Initiative (CZI); an HHMI international scholar award; European Research Council Consolidator Grant (ERC-COG) 724471-HemTree2.0; an SCA award from the Wolfson Foundation and Family Charitable Trust; the Thompson Family Foundation; MRA Established Investigator Award 509044; D. Dan and Betty Kahn Foundation; the Ernest and Bonnie Beutler Research Program for Excellence in Genomic Medicine; the Helen and Martin Kimmel Award for Innovative Investigation; a NeuroMac DFG/Transregional Collaborative Research Center grant; International Progressive MS Alliance/NMSS PA-1604 08459; and an Adelis Foundation grant. F.S. is a recipient of the Israeli Council for Higher Education MSc and PhD fellowships. Author contributions - Y.K. developed experimental protocol; designed, performed, and analyzed experiments; and wrote the manuscript. F.S. and A.Y. designed, performed, and analyzed experiments and wrote the manuscript. I.Y contributed to development of the experimental protocols. D.S. performed bioinformatic analyses. D.A.J. and H.K.-S. contributed to development of the experimental protocols. C.B., A.M., M.C., S.-Y.W., B.L., T.-M.S., and E.D. contributed to the experiments. A.W. conceptualized, designed, and analyzed experiments; developed computational methods; performed bioinformatic analyses; and wrote the manuscript. I.A. developed experimental protocols, directed the project, conceptualized and designed experiments, interpreted results, and wrote the manuscript.
- Record Identifier
- 993263127003596
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