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Abstract
Neutrophils are implicated in multiple homeostatic and pathological processes, but whether functional diversity requires discrete neutrophil subsets is not known. Here, we apply single-cell RNA sequencing to neutrophils from normal and inflamed mouse tissues. Whereas conventional clustering yields multiple alternative organizational structures, diffusion mapping plus RNA velocity discloses a single developmental spectrum, ordered chronologically. Termed here neutrotime, this spectrum extends from immature pre-neutrophils, largely in bone marrow, to mature neutrophils predominantly in blood and spleen. The sharpest increments in neutrotime occur during the transitions from pre-neutrophils to immature neutrophils and from mature marrow neutrophils to those in blood. Human neutrophils exhibit a similar transcriptomic pattern. Neutrophils migrating into inflamed mouse lung, peritoneum and joint maintain the core mature neutrotime signature together with new transcriptional activity that varies with site and stimulus. Together, these data identify a single developmental spectrum as the dominant organizational theme of neutrophil heterogeneity.
Differentiating neutrophil functional states is difficult. Here the authors show, using single cell RNA-sequencing and trajectory analyses, that mouse neutrophils can be presented as a transcriptome continuum rather than discrete subsets, but are affected by inflammation to express distinct transcriptional states.
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; Cunin, Pierre 2 ; Stifano Giuseppina 2 ; Levescot Anaïs 2 ; Vijaykumar Brinda 3 ; Nelson-Maney, Nathan 2
; Blaustein, Rachel B 2 ; Monach, Paul A 4 ; Nigrovic, Peter A 5
; Aguilar, Oscar 6 ; Rhys, Allan 7 ; Astarita Jilian 8 ; Frank, Austen K 2 ; Barrett, Nora 2 ; Baysoy Alev 9 ; Benoist Christophe 9 ; Brown, Brian D 10 ; Buechler, Matthew 8 ; Buenrostro Jason 11 ; Casanova Maria Acebes 12 ; Chowdhary Kaitavjeet 9 ; Colonna, Marco 13 ; Crowl Ty 14 ; Deng Tianda 14 ; Desland Fiona 12 ; Dhainaut Maxime 10 ; Ding Jiarui 15 ; Dominguez, Claudia 8 ; Dwyer, Daniel 2 ; Frascoli Michela 15 ; Gal-Oz Shani 16 ; Goldrath Ananda 14 ; Johanson, Tim 7 ; Jordan, Stefan 12 ; Kang Joonsoo 15 ; Kapoor Varun 8 ; Kenigsberg Ephraim 12 ; Kim, Joel 12 ; Kim, Ki wook 13 ; Kiner Evgeny 9 ; Kronenberg, Mitchell 16 ; Lanier, Lewis 6 ; Laplace, Catherine 9 ; Lareau Caleb 11 ; Leader, Andrew 12 ; Lee, Jisu 17 ; Magen Assaf 12 ; Maier, Barbara 12 ; Maslova Alexandra 18 ; Mathis, Diane 9 ; McFarland Adelle 13 ; Merad Miriam 12 ; Meunier Etienne 18 ; Mostafavi, Sara 18 ; Muller, Soren 8 ; Muus Christoph 19 ; Ner-Gaon Hadas 17 ; Nguyen Quyhn 14 ; Novakovsky German 18 ; Nutt, Stephen 7 ; Omilusik Kayla 14 ; Ortiz-Lopez, Adriana 9 ; Paynich Mallory 16 ; Peng, Vincent 13 ; Potempa, Marc 6 ; Pradhan Rachana 8 ; Quon, Sara 14 ; Ramirez, Ricardo 9 ; Ramanan Deepshika 9 ; Randolph Gwendalyn 13 ; Regev Aviv 19 ; Rose, Samuel A 10 ; Kumba, Seddu 9 ; Shay, Tal 17 ; Shemesh Avishai 6 ; Shyer Justin 8 ; Smilie, Christopher 19 ; Spidale Nick 15 ; Subramanian Ayshwarya 19 ; Katelyn, Sylvia 15 ; Tellier, Julie 7 ; Turley, Shannon 8 ; Wagers, Amy 11 ; Wang Chendi 18 ; Wang, Peter L 13 ; Wroblewska Aleksandra 10 ; Yang, Liang 9 ; Yim Aldrin 13 ; Yoshida Hideyuki 20 1 Harvard Medical School, Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Heidelberg University Hospital, Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908)
2 Harvard Medical School, Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
3 Harvard Medical School, Division of Immunology, Department of Microbiology and Immunobiology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
4 Harvard Medical School, Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); VA Boston Healthcare System, Rheumatology Section, Boston, USA (GRID:grid.410370.1) (ISNI:0000 0004 4657 1992)
5 Harvard Medical School, Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Medical School, Division of Immunology, Boston Children’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
6 University of California San Francisco, Department of Microbiology & Immunology, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811)
7 The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia (GRID:grid.1042.7)
8 Department of Cancer Immunology, Genentech, South San Francisco, USA (GRID:grid.418158.1) (ISNI:0000 0004 0534 4718)
9 Harvard Medical School, Department of Immunology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
10 Icahn School of Medicine at Mount Sinai, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351)
11 Harvard University, Department of Stem Cell and Regenerative Biology, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
12 Icahn School of Medicine at Mount Sinai, Immunology Institute and Tisch Cancer Institute, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351)
13 Washington University School of Medicine, Department of Pathology and Immunology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
14 University of California San Diego, Division of Biological Sciences, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
15 University of Massachusetts Medical School, Department of Pathology, Worcester, USA (GRID:grid.168645.8) (ISNI:0000 0001 0742 0364)
16 La Jolla Institute for Immunology, La Jolla, USA (GRID:grid.185006.a) (ISNI:0000 0004 0461 3162)
17 Ben-Gurion University of the Negev, Department of Life Sciences, Be’er Sheva, Israel (GRID:grid.7489.2) (ISNI:0000 0004 1937 0511)
18 University of British Columbia, Department of Statistics, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830)
19 Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, USA (GRID:grid.66859.34)
20 RIKEN Center for Integrative Medical Sciences, YCI Laboratory for Immunological Transcriptomics, Kanagawa, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)




