Evidence map›Paper›PMID 41797398›Full record

ArticleEvolution & development2026

Exploring Larval Axolotl Brain Development: Insights Into Developmental and Functional Constraints.

Laurent Houle, Olivier Larouche, Richard Cloutier

Abstract read
In one paragraph

Article in Evolution & development, 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

3 authors.

Laurent HouleLaboratoire de Paléontologie et Biologie évolutive, Université du Québec à Rimouski, Rimouski, Quebec, Canada.ORCID 0000-0001-8545-5730
Olivier LaroucheBiology Department, Western Carolina University, Cullowhee, North Carolina, USA.
Richard CloutierLaboratoire de Paléontologie et Biologie évolutive, Université du Québec à Rimouski, Rimouski, Quebec, Canada.

Funding

the Fonds de recherche du Québec - Nature et technologies (FRQNT)the Natural Sciences and Engineering Research Council of Canada (NSERC)
6 · The paper itself

Abstract

Brain evolution in vertebrates has been conceptualized through two major hypotheses: the mosaic and concerted evolution models. The mosaic evolution model suggests that brain structures are primarily shaped by functional constraints, whereas the concerted evolution model emphasizes the role of developmental constraints. Our objectives in this study were (1) to describe brain shape and volume changes during Mexican axolotl (Ambystoma mexicanum) larvae development, and (2) to interpret possible functional and developmental constraints during post-hatching brain maturation. A total of 77 larvae, spanning four developmental stages, were examined using 3D geometric morphometrics and volumetric measurements derived from iodine micro-CT imaging. To understand the relationships among brain regions, we employed morphological integration and modularity analyses, providing a comprehensive assessment of changes in shape covariation patterns during post-hatching development. Our results reveal that the telencephalon-diencephalon boundary and the hypothalamus region exhibit a low level of morphological variation throughout larval development. This stability may influence the positioning of the coronal suture, a key feature in tetrapod skull morphogenesis. In contrast, sensory structures undergo significant changes. The olfactory bulbs and optic tectum display positive allometric growth during early post-hatching development, transitioning to isometric growth at later stages. These shifts suggest an early developmental emphasis on sensory-related brain areas, potentially driven by functional constraints. Results also revealed a general correspondence between brain region volume and total brain volume, which aligns with the concerted model. Modular, morphological integration, and volumetric analyses suggest that an interplay of functional and developmental constraints might be involved in axolotl brain development.

Indexed as

Ambystoma mexicanumBrainAnimalsBiological EvolutionLarvaAmbystoma mexicanumintegrationmodularityneurobiologyontogeny

Identifiers

PMID41797398
PMCPMC12968592

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.