Evidence map›Paper›PMID 34120626›Full record

ArticleBreast cancer research : BCR2021

High-throughput surface marker screen on primary human breast tissues reveals further cellular heterogeneity.

Siru Virtanen, Reiner Schulte, John Stingl, Carlos Caldas, Mona Shehata

Open access · goldAbstract read
In one paragraph

Article in Breast cancer research : BCR, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.4field-weighted citation impact, top 8% 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

10 citing papers in PubMed, 20 citations in OpenAlex.

  1. Review
  2. Article
  3. Targeting "don't eat me" signal: breast cancer immunotherapy.Breast cancer research and treatment · 2025
    Review
  4. Targeting "don't eat me" signal: breast cancer immunotherapy.Breast cancer research and treatment · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Ductal keratin 15NPJ breast cancer · 2022
    Article
  10. Article
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

5 authors at 2 institutions in 1 country.

Siru VirtanenCRUK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK.
Reiner SchulteCambridge Institute for Medical Research, Cambridge University, Cambridge, CB2 0XY, UK.
John StinglCRUK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK.
Carlos CaldasCRUK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK.
Mona ShehataCRUK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK. ms2140@cam.ac.uk.
University of Cambridge · GBAddenbrooke's Hospital · GB

Funding

Cancer Research UK 16942Cancer Research UK 29567
6 · The paper itself

Abstract

backgroundNormal human breast tissues are a heterogeneous mix of epithelial and stromal subtypes in different cell states. Delineating the spectrum of cellular heterogeneity will provide new insights into normal cellular properties within the breast tissue that might become dysregulated in the initial stages of cancer. Investigation of surface marker expression provides a valuable approach to resolve complex cell populations. However, the majority of cell surface maker expression of primary breast cells have not been investigated.

methodsTo determine the differences in expression of a range of uninvestigated cell surface markers between the normal breast cell subpopulations, primary human breast cells were analysed using high-throughput flow cytometry for the expression of 242 cell surface proteins in conjunction with EpCAM/CD49f staining.

resultsWe identified 35 surface marker proteins expressed on normal breast epithelial and/or stromal subpopulations that were previously unreported. We also show multiple markers were equally expressed in all cell populations (e.g. CD9, CD59, CD164) while other surface markers were confirmed to be enriched in different cell lineages: CD24, CD227 and CD340 in the luminal compartment, CD10 and CD90 in the basal population, and CD34 and CD140b on stromal cells.

conclusionsOur dataset of CD marker expression in the normal breast provides better definition for breast cellular heterogeneity.

Indexed as

BiomarkersBreastCells, CulturedEpithelial CellsFemaleHumansMembrane ProteinsStem CellsStromal CellsBiomarkersMembrane ProteinsAntibody screenBreast epithelial cellsLuminal progenitorNormal breastStromalSurface markers

Identifiers

PMID34120626
PMCPMC8201685
OpenAlexW3170219555

What OpenQuestion holds

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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.