Skip to content
Open access

Transcriptomic view of key events during early embryogenesis in the duplicated Atlantic salmon genome

Aug 2026 · bioRxiv · 0 citations · 97 references
Biology

TL;DR

The transcriptional architecture of early embryogenesis in Atlantic salmon is delineated, revealing both conserved and lineage-specific features of pluripotency regulation, and providing a foundational resource for future functional genomics and stem cell applications in salmonids.

Abstract

Early embryogenesis is governed by tightly regulated transcriptional programs, including the maternal-to-zygotic transition (MZT), zygotic genome activation (ZGA), and maintenance of pluripotency. While these processes are well studied in model vertebrates, they remain poorly understood in salmonid fishes, whose genomes are shaped by a relatively recent whole genome duplication (WGD) event. Here, we present a temporally resolved transcriptomic analysis of Atlantic salmon (Salmo salar) embryogenesis using bulk RNA-seq across key stages spanning early embryogenesis. Dimensionality reduction and unsupervised clustering of gene expression revealed stage-specific transitions encompassing maternal RNA clearance, cell cycle regulation, and the onset of metabolic activity. We demonstrate that ZGA occurs early and in multiple phases, beginning soon after fertilization, accompanied by chromatin remodelling and the activation of epigenetic regulators. Duplicated gene pairs retained from the salmonid WGD frequently displayed asynchronous expression, indicative of functional divergence and the evolution of additional regulatory complexity of embryonic development. To gain insights into pluripotency, we integrated analyses of gene expression, transcription factor motifs, and chromatin accessibility, to reveal conserved regulators including genes encoding Pou5f3, Nanog, and Sox19b, alongside divergent functions of Klf family members. Our cross-stage profiling allowed us to define a novel panel of stably-expressed reference genes for normalization during quantitative PCR analyses, which were used to validate pluripotency- and differentiation-associated dynamics inferred by RNA-seq. Together, our findings delineate the transcriptional architecture of early embryogenesis in Atlantic salmon, revealing both conserved and lineage-specific features of pluripotency regulation, and providing a foundational resource for future functional genomics and stem cell applications in salmonids.

Read PDF

Similar papers

Open access Aug 2026

High-resolution mapping of embryonic genome activation unveils a decoupling of transcription activation from precocious H3K4me3 removal

The lack of temporal resolution in transcriptomic data during mammalian embryonic genome activation (EGA) has precluded the comprehensive understanding of the functional relationships between the various gene regulatory mechanisms governing this process. Here, we finely dissect the transcriptional dynamics of mouse EGA using precision in vitro fertilization (IVF) coupled with single-embryo RNA sequencing. Our highly temporally resolved dataset uncovers an extensive, step-wise remodeling of the embryonic messenger RNA landscape, affecting ∼30% of the total detectable transcripts over a 9-hour time frame. We capture the gradual shift from maternal to embryonic messenger RNAs, successfully identify ribosome biogenesis and translation as hallmarks of EGA, and find previously unidentified gene expression dynamics. We further uncover a set of eight histone demethylating enzymes among the earliest up-regulated EGA genes and leverage our precision-IVF to dissect the transcriptional versus developmental impact of histone H3 lysine-4 trimethylation (H3K4me3) remodeling after fertilization. Our results indicate that precocious removal of H3K4me3 from embryonic chromatin only modestly affects embryonic transcription without perturbing EGA timing, arguing against a major instructive role of precocious remodeling of maternally inherited H3K4me3 after fertilization on genome activation. High-resolution transcriptome mapping coupled with functional perturbations allows us to distinguish direct gene expression effects from general impacts on developmental timing, opening avenues for further quantitative characterization of the impact of epigenome remodeling on embryonic transcription.

Jasmina Al-Mousawi, L. Michetti, Laura Castaldi et al. · 0 citations
Aug 2026

Transcriptomics reveals the gene expression dynamics during embryonic development of largemouth bass (Micropterus nigricans) at the endogenous nutrition stage.

The early developmental stages of fish exhibit the highest mortality and greatest environmental sensitivity throughout their life cycle. This period encompasses a series of crucial biological events, including morphogenesis, organ differentiation, and nutritional mode transition from fertilized eggs to newly hatched larvae. Although largemouth bass (Micropterus nigricans) is a commercially important fish species in China, the molecular regulatory mechanisms governing its endogenous nutritional stage remain largely unexplored. To elucidate the molecular basis of this critical period, we performed transcriptomic profiling across six consecutive developmental stages (Multicellular, Blastula, Gastrula, Neurula, Organogenesis, and 5 day post hatching larvae). Our results reveal stage-specific transcriptional programs: the multicellular-to-blastula transition is characterized by stage-specific enrichment of by cell cycle and DNA replication pathways, with MCM complex (mcm2-5) upregulation accelerating proliferation; the blastula-to-gastrula transition features activation of bmp4, fgfr2, and lft1 for germ layer induction; the neurula stage exhibits transcriptional bursts and enrichment of neural tube-related pathways; organogenesis involves simultaneous activation of focal adhesion (col1a1b, col4a5, tnc) and Wnt signaling (wnt1, wnt4, wnt3a) pathway; and 5 dph larvae show visual function maturation, with light transduction genes (gnat1, gnat2, gucy2f, pde6b) identified as hub genes. Mfuzz analysis further reveals sustained upregulation of Cluster 14 (igf2r、napin、vamp7、il1b、aco2) indicating functional maturation, while Cluster 29 (mcm10, espl1, cep152, cep44, cep295) confirms declining cell division activity. Collectively, this study provides a transcriptomic resource for understanding largemouth bass embryonic development and offers molecular insights for improving hatchery practices.

Jixiang Hua, Yifan Tao, Hui Sun et al. · 0 citations
Open access Jul 2026

Dissecting the expression pattern during embryonic development and unveiling sustained ZGA genes with oncogenic relevance

Zygotic genome activation (ZGA) represents a pivotal transition in early embryonic development, marking the onset of gene expression following fertilization. Despite its fundamental importance, precisely determining the timing and identifying the key genes involved in ZGA remains a significant challenge. Based on time-course patterns from RNA-seq data spanning all developmental stages, we proposed a computational framework to identify ZGA genes and the onset of ZGA across diverse species. In mice, we identified 690 ZGA-associated genes, 119 of which were previously uncharacterized. Furthermore, we defined a pivotal gene subset termed Sustained ZGA (S-ZGA) genes, which are activated from ZGA and maintain sustained expression throughout subsequent development. Epigenetic analyses revealed that promoter accessibility and H3K4me3 enrichment are primary regulatory mechanisms for S-ZGA genes. Notably, these genes exhibit strong enrichment in tumorigenesis and metastatic processes. This study establishes a computational framework that operates independently of prior knowledge to identify ZGA genes and precisely determine ZGA onset timing across diverse species, and defines a critical subset termed Sustained ZGA (S-ZGA) genes, which are potentially associated with tumorigenesis and metastatic processes. These findings provide a novel perspective on the molecular mechanisms underlying both normal development and cancer.

H. Xing, Yongjia Zhao · 0 citations
Open access Sep 2026

Comparative single-cell transcriptomics highlights species-biased developmental trajectories and candidate regulatory modules in primate spermatogenesis.

Understanding primate testicular development is essential for elucidating the evolution of male fertility. Here, we integrated publicly available single-cell RNA sequencing datasets from 23 human and 4 macaque testes spanning infant to adult stages. Integrated analysis identified 22 conserved germ cell subtypes, including spermatogonial stem cells, spermatocytes, and spermatids. Notably, a human-enriched late spermatid-like transcriptional state, Sperm.C2, was enriched for genes involved in chromatin condensation, acrosome formation, and fertilization readiness, but was not detected in the macaque dataset analyzed here. Comparative transcriptomic profiling revealed age-related transcriptional dynamics in SSCs, reflecting species-biased developmental strategies between humans and macaques. Moreover, candidate regulators such as CELF4 and CTCF were predicted to be associated with SSC maintenance and spermatid maturation. Together, these findings delineate conserved and species-biased molecular programs governing spermatogenesis and provide a comparative framework for understanding primate germline development.

Han-Chao Liu, Lin Hua, Xin-Tao Gao et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.