Evidence map›Paper›PMID 30078711›Full record

ArticleCell2018

Deep Profiling of Mouse Splenic Architecture with CODEX Multiplexed Imaging.

Yury Goltsev, Nikolay Samusik, Julia Kennedy-Darling, Salil Bhate, Matthew Hale, Gustavo Vazquez, Sarah Black, Garry P Nolan

Open access · hybridAbstract read
In one paragraph

Article in Cell, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 949 papers.

0numbers the graph read from it
0cells of the map it votes in
949citing papers in PubMed
44.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

949 citing papers in PubMed, 1,520 citations in OpenAlex.

  1. Review
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  3. Article
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  7. Article
  8. Understanding and targeting the tumour matrisome.Nature reviews. Clinical oncology · 2026
    Review
  9. Melanoma evolution in the lymph node shapes systemic outcomes.bioRxiv : the preprint server for biology · 2026
    Article
  10. Emerging technologies in the spatial proteomics landscape.Analytical and bioanalytical chemistry · 2026
    Review
  11. Review
  12. Article
  13. Review
  14. Article
  15. Spatial Logic and Evolutionary Innovation in Human Placentation.bioRxiv : the preprint server for biology · 2026
    Article
  16. Article
  17. Review
  18. Article
  19. Review
  20. Review

889 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Yury GoltsevDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Nikolay SamusikDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Julia Kennedy-DarlingDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Salil BhateDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Matthew HaleDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Gustavo VazquezDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Sarah BlackDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA.
Garry P NolanDepartment of Microbiology and Immunology, Baxter Laboratory in Stem Cell Biology, Stanford University School of Medicine, Stanford, CA, USA. Electronic address: gnolan@stanford.edu.
Baxter (United States) · USStanford University · US

Funding

Using a tonsil organoid system to probe conditions for the induction of protective antibody and T cell responses to influenza.U19AI057229 · NIAID · STANFORD UNIVERSITY · PI Mark Morris Davis · 2003 to 2026
$88.5M
Systems Biology CoreU19AI100627 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI NOLAN, GARRY P · 2012 to 2021
$49.1M
Spatial-Genomic Integrative Multi-Species Analysis of Lymph Node MetastasisU54CA209971 · NCI · STANFORD UNIVERSITY · PI NOLAN, GARRY P, PLEVRITIS, SYLVIA KATINA · 2016 to 2021
$11.0M
Multiscale Modeling of Myelodysplastic SyndromesR01HL128173 · NHLBI · VIRGINIA COMMONWEALTH UNIVERSITY · PI COREY, SETH JOEL, KIMMEL, MAREK · 2015 to 2019
$3.8M
Balanced signaling cues to guide cell transitions in the blood lineage continuumR01HL120724 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CHAKRABORTY, ARUP K., NOLAN, GARRY P · 2015 to 2019
$3.7M
Stanford Technology Accelerating Medicines Partnership CenterUH2AR067676 · NIAMS · STANFORD UNIVERSITY · PI ROBINSON, WILLIAM H, UTZ, PAUL JOSEPH · 2014 to 2020
$2.6M
(PQD2)New Biomarkers and Pathways to Enhance Cure in Ovarian CancersR01CA184968 · NCI · STANFORD UNIVERSITY · PI FANTL, WENDY JANE, SIKIC, BRANIMIR I · 2014 to 2017
$2.0M
Highly multiplexed ion-beam tissue molecular imaging with sub-micron resolutionR33CA183654 · NCI · STANFORD UNIVERSITY · PI NOLAN, GARRY P · 2014 to 2016
$1.2M
Integrating mass cytometric and transcriptomic profiles of solid tumorsR33CA183692 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WEISS, WILLIAM A · 2014 to 2016
$1.2M
Highly multiplexed ion-beam tissue RNA in situ imaging with sub-micron resolutionR21CA183660 · NCI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BOROWSKY, ALEXANDER D, LEVENSON, RICHARD M. · 2014 to 2015
$539k
NCI NIH HHS R01 CA184968NCI NIH HHS R21 CA183660NCI NIH HHS R33 CA183654NCI NIH HHS R33 CA183692NCI NIH HHS U54 CA209971NHLBI NIH HHS R01 HL120724NHLBI NIH HHS R01 HL128173NIAID NIH HHS U19 AI057229NIAID NIH HHS U19 AI100627NIAMS NIH HHS UH2 AR067676
6 · The paper itself

Abstract

A highly multiplexed cytometric imaging approach, termed co-detection by indexing (CODEX), is used here to create multiplexed datasets of normal and lupus (MRL/lpr) murine spleens. CODEX iteratively visualizes antibody binding events using DNA barcodes, fluorescent dNTP analogs, and an in situ polymerization-based indexing procedure. An algorithmic pipeline for single-cell antigen quantification in tightly packed tissues was developed and used to overlay well-known morphological features with de novo characterization of lymphoid tissue architecture at a single-cell and cellular neighborhood levels. We observed an unexpected, profound impact of the cellular neighborhood on the expression of protein receptors on immune cells. By comparing normal murine spleen to spleens from animals with systemic autoimmune disease (MRL/lpr), extensive and previously uncharacterized splenic cell-interaction dynamics in the healthy versus diseased state was observed. The fidelity of multiplexed spatial cytometry demonstrated here allows for quantitative systemic characterization of tissue architecture in normal and clinically aberrant samples.

Indexed as

Disease Models, AnimalAnimalsAntibodiesFemaleImage Processing, Computer-AssistedLupus Erythematosus, SystemicMaleMass SpectrometryMiceMice, Inbred MRL lprOligonucleotide ProbesSpleenAntibodiesOligonucleotide ProbesautoimmunityCODEXimmune tissuemicroenvironmentmultidimensional imagingmultiplexed imagingnichetissue architecture

Identifiers

PMID30078711
PMCPMC6086938
OpenAlexW2949238013

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.