Evidence map›Paper›PMID 42329896›Full record

ArticlePloS one2026

Extremes on the benign-malignant tumour spectrum: Distinct transcriptomic landscapes between two common canine perianal neoplasms based on the hallmarks of cancer.

Alexander F H Haake, Alina K Loriani Fard, Vladimir M Jovanovic, Michael Hummel, Sandro Andreotti, Achim D Gruber

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Alexander F H HaakeDepartment of Veterinary Medicine, Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany.ORCID https://orcid.org/0009-0002-0279-7482
Alina K Loriani FardDepartment of Veterinary Medicine, Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany.
Vladimir M JovanovicDepartment of Mathematics and Computer Science, Bioinformatics Solution Center, Freie Universität Berlin, Berlin, Germany.ORCID https://orcid.org/0000-0002-8056-5065
Michael HummelInstitute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Sandro AndreottiDepartment of Mathematics and Computer Science, Bioinformatics Solution Center, Freie Universität Berlin, Berlin, Germany.
Achim D GruberDepartment of Veterinary Medicine, Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany.ORCID https://orcid.org/0000-0002-4502-0393

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The hallmarks of cancer describe stepwise changes in cellular functions and molecular pathways of tumour cells that undergo malignant progression. Although 14 hallmarks have been proposed, their manifestation at the molecular level across different tumour types remains incompletely understood. Here, we hypothesised that hallmark-associated transcriptomic signatures reflect the contrasting biological behaviours of a pair of a benign and a malignant tumour. To this end, we compared the two most common canine perianal tumours, the highly malignant apocrine gland anal sac adenocarcinoma (AGASAC) and the benign hepatoid gland adenoma (HGA). Spontaneous primary tumours were analysed using RNA-Seq (AGASAC n = 11, HGA n = 10) and a direct mRNA hybridisation panel (AGASAC n = 28, HGA n = 12). Large transcriptomic differences were observed in both the number of differentially expressed genes and enriched pathways. Surprisingly, transcriptomic differences based on the hallmarks of cancer were less pronounced that anticipated, particularly for "activating invasion and metastasis" and "inducing or accessing vasculature". Only the HGAs showed a significant enrichment for "deregulating cellular energetics". However, our data point towards a contrasting immune landscape between the compared tumours and a subgrouping of AGASACs associated with the inflammatory landscape. Overall, the transcriptomes of these two benign-malignant tumour extremes on the tumour spectrum contrasted each other in select aspects of the hallmarks. Still, their malignant or benign behaviours could not generally be mirrored on the mRNA level.

Indexed as

AdenocarcinomaAdenomaAnal Gland NeoplasmsDog DiseasesTranscriptomeAnal SacsAnimalsDogsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticMale

Identifiers

PMID42329896
PMCPMC13286202

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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.