ArticleCell reports2023
Widespread sex dimorphism across single-cell transcriptomes of adult African turquoise killifish tissues.
Article in Cell reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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.
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.
Who cites it
12 citing papers in PubMed, 11 citations in OpenAlex.
- Form and function of actin impacts actin health and aging.iScience · 2026Article
- Whole-body single-cell atlas of an adult vertebrate in homeostasis and regeneration.bioRxiv : the preprint server for biology · 2026Article
- A single-cell RNA sequencing dataset of cardiac aging in African Turquoise Killifish.Scientific data · 2026Article
- Engulfment by brain macrophages in a short-lived vertebrate.bioRxiv : the preprint server for biology · 2026Article
- A multi-omic atlas in the African turquoise killifish reveals increased glucocorticoid signaling as a hallmark of brain aging.bioRxiv : the preprint server for biology · 2026Article
- Multi-tissue transcriptomic aging atlas reveals predictive aging biomarkers in the killifish.Nature aging · 2026Article
- Spontaneous aging-associated inflammation and genome instability in the immune system of turquoise killifish.Nature aging · 2026Article
- Form and function of actin impacts actin health and aging.bioRxiv : the preprint server for biology · 2025Article
- Single-cell atlas in the living fossil Yangtze sturgeon provides insight into the evolution of fish.Genome biology · 2025Article
- Strategies for studying sex differences in brain aging.Trends in genetics : TIG · 2025Review
- The master male sex determinant Gdf6Y of the turquoise killifish arose through allelic neofunctionalization.Nature communications · 2025Article
- A short-lived fish with long-lasting effects: hallmarks of aging inFrontiers in aging · 2025Review
Corrections and comments
- Update of
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
The African turquoise killifish (Nothobranchius furzeri), the shortest-lived vertebrate that can be bred in captivity, is an emerging model organism for aging research. Here, we describe a multitissue, single-cell gene expression atlas of female and male blood, kidney, liver, and spleen. We annotate 22 cell types, define marker genes, and infer differentiation trajectories. We find pervasive sex-dimorphic gene expression across cell types. Sex-dimorphic genes tend to be linked to lipid metabolism, consistent with clear differences in lipid storage in female vs. male turquoise killifish livers. We use machine learning to predict sex using single-cell gene expression and identify potential markers for molecular sex identity. As a proof of principle, we show that our atlas can be used to deconvolute existing bulk RNA sequencing (RNA-seq) data to obtain accurate estimates of cell type proportions. This atlas can be a resource to the community that could be leveraged to develop cell-type-specific expression in transgenic animals.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.