Evidence map›Paper›PMID 35650521›Full record

ArticleBMC genomics2022

Leveraging transcriptome and epigenome landscapes to infer regulatory networks during the onset of sexual maturation.

Amin R Mohamed, Marina Naval-Sanchez, Moira Menzies, Bradley Evans, Harry King, Antonio Reverter, James W Kijas

Open access · goldAbstract read
In one paragraph

Article in BMC genomics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.9field-weighted citation impact, top 29% of its field
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

5 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Epigenetic biomarkers for animal welfare monitoring.Frontiers in veterinary science · 2022
    Review
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 at 2 institutions in 2 countries.

Amin R MohamedCSIRO Agriculture and Food, Queensland Bioscience Precinct, St Lucia, Brisbane, QLD, 4067, Australia.
Marina Naval-SanchezCSIRO Agriculture and Food, Queensland Bioscience Precinct, St Lucia, Brisbane, QLD, 4067, Australia.
Moira MenziesCSIRO Agriculture and Food, Queensland Bioscience Precinct, St Lucia, Brisbane, QLD, 4067, Australia.
Bradley EvansTassal Operations Pty Ltd, Hobart, TAS, 7001, Australia.
Harry KingCSIRO Agriculture and Food, Hobart, TAS, 7004, Australia.
Antonio ReverterCSIRO Agriculture and Food, Queensland Bioscience Precinct, St Lucia, Brisbane, QLD, 4067, Australia.
James W KijasCSIRO Agriculture and Food, Queensland Bioscience Precinct, St Lucia, Brisbane, QLD, 4067, Australia. James.Kijas@csiro.au.
Agriculture and Food · AUCommonwealth Scientific and Industrial Research Organisation · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite sexual development being ubiquitous to vertebrates, the molecular mechanisms underpinning this fundamental transition remain largely undocumented in many organisms. We designed a time course experiment that successfully sampled the period when Atlantic salmon commence their trajectory towards sexual maturation.

resultsThrough deep RNA sequencing, we discovered key genes and pathways associated with maturation in the pituitary-ovarian axis. Analyzing DNA methylomes revealed a bias towards hypermethylation in ovary that implicated maturation-related genes. Co-analysis of DNA methylome and gene expression changes revealed chromatin remodeling genes and key transcription factors were both significantly hypermethylated and upregulated in the ovary during the onset of maturation. We also observed changes in chromatin state landscapes that were strongly correlated with fundamental remodeling of gene expression in liver. Finally, a multiomic integrated analysis revealed regulatory networks and identified hub genes including TRIM25 gene (encoding the estrogen-responsive finger protein) as a putative key regulator in the pituitary that underwent a 60-fold change in connectivity during the transition to maturation.

conclusionThe study successfully documented transcriptome and epigenome changes that involved key genes and pathways acting in the pituitary - ovarian axis. Using a Systems Biology approach, we identified hub genes and their associated networks deemed crucial for onset of maturation. The results provide a comprehensive view of the spatiotemporal changes involved in a complex trait and opens the door to future efforts aiming to manipulate puberty in an economically important aquaculture species.

Indexed as

EpigenomeTranscriptomeAnimalsFemaleOvarySequence Analysis, RNASexual MaturationEpigenomeMultiomicsNetworksPubertyTranscriptome

Identifiers

PMID35650521
PMCPMC9158274
OpenAlexW4281680056

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.