Integrative Transcriptomic, Proteomic and Epigenetic Analysis Uncovers Reproductive Dysregulation in F1 Males of Solea senegalensis

Reproductive dysfunction in captive-bred males of the flatfish <i>Solea senegalensis</i> remains a major bottleneck for its aquaculture. To clarify the molecular basis underlying these impairments, we performed an integrated analysis of transcriptomes, proteomes and methylomes from gonads of wild-type individuals and first-generation (F1) captive fish of both sexes. Nineteen RNA-seq libraries and eighteen LC-MS/MS proteomes were generated, allowing the quantification of more than 32,000 genes and 2221 proteins. Differential expression and principal component analyses revealed that sex was the primary driver of molecular variation, whereas origin (F1 vs. wild-type) had a more moderate effect. Multi-omics integration showed a partial and comparison-dependent correspondence between RNA and protein levels, with a marked RNA-protein decoupling in F1 males. Despite this limited concordance, functional enrichment analyses identified consistent regulation of key biological processes, including translation, energy metabolism, and reproductive pathways such as gametogenesis, fertilization, and early embryonic development. Within this regulatory framework, previously characterized DNA methylation landscapes in gonadal tissue suggest an additional epigenetic layer modulating the transcriptional potential of reproductive genes, particularly in captive-bred males. F1 males exhibited coordinated down-regulation of reproductive functions across omic layers, consistent with altered post-transcriptional and post-translational regulation. Overall, this study provides the first comprehensive multi-omics framework integrating transcriptomic, proteomic, and epigenetic information in S. senegalensis gonads, offering mechanistic insights into the molecular basis of reproductive dysfunction in F1 broodstock and supporting future strategies to improve reproductive performance in aquaculture.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-02-25
DOI
https://doi.org/10.3390/ijms27052153
Primary Topic
Reproductive biology and impacts on aquatic species
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrative Transcriptomic, Proteomic and Epigenetic Analysis Uncovers Reproductive Dysregulation in F1 Males of Solea senegalensis

Manuel Alejandro Merlo, L. Rebordinos, María Esther Rodríguez, Silvia Portela-Bens et al.
International Journal of Molecular Sciences
Reproductive biology and impacts on aquatic species
article

Integrative Transcriptomic, Proteomic and Epigenetic Analysis Uncovers Reproductive Dysregulation in F1 Males of Solea senegalensis

Manuel Alejandro Merlo, L. Rebordinos, María Esther Rodríguez, Silvia Portela-Bens, Diego Robledo, Daniel Candala Ramírez, Marco Anaya-Romero, Ismael Cross, Alberto Arias-Pérez
article en

Abstract

Reproductive dysfunction in captive-bred males of the flatfish <i>Solea senegalensis</i> remains a major bottleneck for its aquaculture. To clarify the molecular basis underlying these impairments, we performed an integrated analysis of transcriptomes, proteomes and methylomes from gonads of wild-type individuals and first-generation (F1) captive fish of both sexes. Nineteen RNA-seq libraries and eighteen LC-MS/MS proteomes were generated, allowing the quantification of more than 32,000 genes and 2221 proteins. Differential expression and principal component analyses revealed that sex was the primary driver of molecular variation, whereas origin (F1 vs. wild-type) had a more moderate effect. Multi-omics integration showed a partial and comparison-dependent correspondence between RNA and protein levels, with a marked RNA-protein decoupling in F1 males. Despite this limited concordance, functional enrichment analyses identified consistent regulation of key biological processes, including translation, energy metabolism, and reproductive pathways such as gametogenesis, fertilization, and early embryonic development. Within this regulatory framework, previously characterized DNA methylation landscapes in gonadal tissue suggest an additional epigenetic layer modulating the transcriptional potential of reproductive genes, particularly in captive-bred males. F1 males exhibited coordinated down-regulation of reproductive functions across omic layers, consistent with altered post-transcriptional and post-translational regulation. Overall, this study provides the first comprehensive multi-omics framework integrating transcriptomic, proteomic, and epigenetic information in S. senegalensis gonads, offering mechanistic insights into the molecular basis of reproductive dysfunction in F1 broodstock and supporting future strategies to improve reproductive performance in aquaculture.

International Journal of Molecular SciencesVol. 27(5)
Roslin Institute (GB), Universidad de Cádiz (ES), Universidad Simón Bolívar (CO), University of Edinburgh (GB)
Life below water
Openalex Percentile: Top 39%
Reproductive biology and impacts on aquatic species
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.