Evidence map›Paper›PMID 40448976›Full record

ArticleOncoimmunology2025

Cross-disease integration of single-cell RNA sequencing data from lung myeloid cells reveals TAM signature in

Catarina Pinto, Jakub Widawski, Sophie Zahalka, Barbara Thaler, Linda C Schuster, Samuel W Lukowski, Fidel Ramírez, Iñigo Tirapu

Abstract read
In one paragraph

Article in Oncoimmunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

8 authors.

Catarina PintoOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Jakub WidawskiComputational Innovation, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany.
Sophie ZahalkaOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Barbara ThalerOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Linda C SchusterOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Samuel W LukowskiOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Fidel RamírezComputational Innovation, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany.
Iñigo TirapuOncology Research, Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.ORCID 0000-0003-1292-2259

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Advancements in single-cell RNA sequencing (scRNA-seq) have revealed the phenotypic and functional diversity of tumor-associated macrophages (TAMs), identifying specific populations that directly impact the antitumor response. However, despite the recognition of TAMs as promising therapeutic targets for cancer treatment, research is hindered by the lack of validated human preclinical models. Here, we applied scRNA-seq to a 3D human cell-based model comprising tumor cell line-derived spheroids, cancer-associated fibroblasts and primary monocytes, a setup widely used in immuno-oncology research. Integration of our

Indexed as

LungLung NeoplasmsMyeloid CellsSingle-Cell AnalysisTumor-Associated MacrophagesCell Line, TumorHumansSequence Analysis, RNA3D human cell-based modelSingle-cell RNA sequencingtumor-associated macrophages

Identifiers

PMID40448976
PMCPMC12128677

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.