Evidence map›Paper›PMID 41556888›Full record

ArticleMolecular biology and evolution2026

Evolutionary innovation within conserved gene regulatory networks underlying biomineralized skeletons in Bilateria.

Yitian Bai, Yue Min, Shikai Liu, Yiming Hu, Shulei Jin, Hong Yu, Lingfeng Kong, Daniel J Macqueen, Shaojun Du, Qi Li

Abstract read
In one paragraph

Article in Molecular biology and evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

10 authors.

Yitian BaiKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0000-0003-0667-2978
Yue MinKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0009-0005-0193-7772
Shikai LiuKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0000-0001-5777-489X
Yiming HuKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0000-0002-3522-2813
Shulei JinKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.
Hong YuKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.
Lingfeng KongKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0000-0001-5263-1697
Daniel J MacqueenThe Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Midlothian, UK.ORCID 0000-0001-8050-7722
Shaojun DuInstitute of Marine and Environmental Technology, Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD, USA.
Qi LiKey Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao 266003, China.ORCID 0000-0002-3937-9324

Funding

BBSRC Institute Strategic ProgrammeChina Agriculture Research System Project CARS-49National Natural Science Foundation of China 32341060National Natural Science Foundation of China 32373115National Natural Science Foundation of China W2411019Roslin Institute BBS/E/RL/230001BTaishan Industrial Experts Program, and the Innovation Project from Qingdao Institute of Blue Seed Industry
6 · The paper itself

Abstract

Biomineralized skeletons have evolved convergently across animals and exhibit remarkable diversity in structure and development. However, the evolutionary origins of gene regulatory networks underlying biomineralized skeletons remain elusive. Here, we report comprehensive developmental profiling of transcriptomic and chromatin dynamics in a bivalve mollusc, Crassostrea nippona. We provide evidence for a biphasic regulatory program orchestrating larval and adult shell formation, involving the coordinated activity of ancient transcription factors and dynamic chromatin remodeling. Comparative analyses suggest a conserved developmental toolkit was co-opted for larval exoskeleton formation in the common lophotrochozoan ancestor. In contrast, limited regulatory conservation was observed between lophotrochozoans and echinoderms with regard to the formation of biomineralized skeletons, despite both relying on a heterochronic activation of ancestral regulators. Together, our findings support a hierarchical model in which dynamic chromatin decouples rapidly evolving effectors from deeply conserved regulators, allowing modular innovations within conserved gene regulatory networks. This study highlights how epigenetic dynamics bridge evolutionary conservation and novelty, offering a framework for understanding the independent evolution of biomineralization across Bilateria through combinatorial regulatory evolution.

Indexed as

Biological EvolutionBiomineralizationCrassostreaEvolution, MolecularGene Regulatory NetworksAnimalsAnimal ShellsChromatin Assembly and DisassemblyGene Expression Regulation, DevelopmentalLarvaPhylogenyTranscription FactorsTranscription Factorsbiomineralizationchromatin dynamicsevolution of gene regulatory networksshell formationtranscription factor

Identifiers

PMID41556888
PMCPMC12862220

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.