Evidence map›Paper›PMID 42385149›Full record

ArticleGenetics and molecular biology2026

Reconstruction of the evolutionary landscape of biological processes involved in the early stages of the metastatic cascade.

Gleison M Azevedo, Epitácio Farias, João Vitor F Cavalcante, Rafaella S Ferraz, Bruno William, Diego M Coelho, Rodrigo J S Dalmolin

Abstract read
In one paragraph

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

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

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

7 authors.

Gleison M AzevedoUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0009-0003-4438-2135
Epitácio FariasUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-3865-5411
João Vitor F CavalcanteUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0001-7513-7376
Rafaella S FerrazUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-0011-330X
Bruno WilliamUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-5249-495X
Diego M CoelhoUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-9465-1327
Rodrigo J S DalmolinUniversidade Federal do Rio Grande do Norte, Instituto Metrópole Digital (IMD), Centro Multiusuário de Bioinformática (BioME), Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-1688-6155

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Metastasis is not a de novo functional module innovation but rather the pathological redeployment of deeply conserved biological programs. Here, we reconstruct the evolutionary landscape of biological functions involved in the early stages of the metastatic cascade, including cell adhesion, extracellular matrix organization (ECM), regulation of metallopeptidase activity, cell junction organization, epithelial-mesenchymal transition (EMT), and cellular extravasation alongside the physiological constraints that suppress them (Metastasis Suppressor Genes). Using phyletic pattern reconstruction of 787 orthologs across 473 Clusters of Orthologous Groups with the Bridge algorithm, we identified a divergence between the evolutionary timelines of metastasis-enabling programs and metastasis suppressors. Our results indicate that the molecular systems associated with the structural capacity for tumor dissemination are evolutionary ancient. ECM organization traces to the Human-Discoba last common ancestor, EMT to Ctenophora, cell adhesion to Sauropsida, and cellular extravasation to Actinopterygii. In contrast, mechanisms responsible for suppressing genomically unstable cells during continuous tissue renewal emerged later, peaking in the vertebrate lineage. These findings support the Serial Atavism Model and suggest that metastasis arises from the progressive erosion of recently evolved regulatory constraints, allowing the reactivation of ancestral cellular programs that predate complex multicellularity.

Identifiers

PMID42385149
PMCPMC13329720

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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.