Evidence map›Paper›PMID 42013192›Full record

ArticlePloS one2026

The normal human lymph node cell classification and landscape defined by high-dimensional spatial proteomics.

Maddalena M Bolognesi, Lorenzo Dall'Olio, Giulio Eugenio Mandelli, Luisa Lorenzi, Francesca M Bosisio, Ann M Haberman, Govind Bhagat, Simone Borghesi, Mario Faretta, Gastone Castellani and 1 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Macrophage heterogeneity in human secondary lymphoid organs.Clinical science (London, England : 1979) · 2026
    Review
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

11 authors.

Maddalena M BolognesiIstituto di Bioimmagini e Sistemi Biologici Complessi (IBSBC) - CNR Via F.lli Cervi, Segrate, Italy.ORCID https://orcid.org/0000-0002-8238-2369
Lorenzo Dall'OlioLaboratorio di Data Science and Bioinformatics, IRCCS Istituto delle Scienze Neurologiche di Bologna - AUSL BO Ospedale Bellaria, Bologna, Italy.
Giulio Eugenio MandelliPathology Unit, Department of Molecular and Translational Medicine-DMMT, University of Brescia, Brescia, Italy.
Luisa LorenziPathology Unit, Department of Molecular and Translational Medicine-DMMT, University of Brescia, Brescia, Italy.
Francesca M BosisioThe Leuven Institute for Single-cell Omics (LISCO), KULeuven, Leuven, Belgium.
Ann M HabermanDepartment of Immunobiology, Yale University, New Haven, Connecticut, United States of America.
Govind BhagatPathology, Columbia University Irving Medical Center and New York Presbyterian Hospital, NewYork, New York, United States of America.ORCID https://orcid.org/0000-0001-6250-048X
Simone BorghesiDepartment of Mathematics and Applications, University of Milano Bicocca, Milan, Italy.
Mario FarettaDepartment of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy.
Gastone CastellaniDepartment of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy.
Giorgio CattorettiPathology, Department of Medicine and Surgery, Universitá di Milano-Bicocca, Monza, Michigan, Italy.ORCID https://orcid.org/0000-0003-3799-3221

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lymph nodes (LN) are key secondary lymphoid organs (SLO) for a coordinated immune response. They have been extensively characterized by numerous investigative techniques chiefly as single cell suspensions because they are composed of vagile yet crowded hematolymphoid elements, unfriendly to spatial tissue organization-saving techniques. We comprehensively classify in situ all cells of 19 human LN free of pathology with a 78-marker antibody panel, an hyperplexed cyclic staining method, MILAN, and an analytical bioinformatic pipeline, BRAQUE. A total of 77 cell types were classified, encompassing T, B, innate immune and stromal cells. CD4 and CD8 T-cells were classified into 27 unique subsets by leveraging the expression profiles of TCF7, the presence of co-inhibitory receptors and the spatial distribution. CD5 and TCF7 expression defined novel B-cell types. CD27 + mature B-cells occupied previously unrecognized nodal spaces non-overlapping with the cortex and the plasma-cell rich medullary cords. Type 2 conventional dendritic cells were located in nodular paracortical aggregates. Statistically controlled pairwise neighborhood analysis showed sparse cell-cell interactions, known and new neighbors, established and novel LN landscape niches. A high-dimensional proteomic interrogation of the normal human LN provides spatial allocation of known cell types, novel interactions and the landscape organization.

Indexed as

Lymph NodesProteomicsB-LymphocytesDendritic CellsHumans

Identifiers

PMID42013192
PMCPMC13099103

What OpenQuestion holds

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LicenceCC BY
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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.