ArticleCells2019
Single-Cell Expression Variability Implies Cell Function.
Article in Cells, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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
25 citing papers in PubMed, 52 citations in OpenAlex.
- Article
- Beyond differential expression: Differential variability as an underappreciated axis in transcriptomics.Cell systems · 2026Article
- Auxin promotes robust founder cell specification during Arabidopsis lateral root initiation.Genetics · 2026Article
- Inter-individual gene expression variability implies stable regulation of brain-biased genes across organs in three ray-finned fishes.bioRxiv : the preprint server for biology · 2026Article
- A novel machine learning-based algorithm for eQTL identification reveals complex pleiotropic effects in the MHC region.Briefings in bioinformatics · 2026Article
- Assessment of dispersion metrics for estimating single-cell transcriptional variability.PLoS computational biology · 2026Article
- Identification and Co-expression Analysis of Differentially Expressed LncRNAs and mRNAs Regulate Intramuscular Fat Deposition in Yaks at Two Developmental Stages.Biochemical genetics · 2026Article
- Single-cell analyses reveal increased gene expression variability in human neurodevelopmental conditions.American journal of human genetics · 2025Article
- Exploring cell-to-cell variability and functional insights through differentially variable gene analysis.NPJ systems biology and applications · 2025Article
- Controlled noise: evidence of epigenetic regulation of single-cell expression variability.Bioinformatics (Oxford, England) · 2024Article
- CPPLS-MLP: a method for constructing cell-cell communication networks and identifying related highly variable genes based on single-cell sequencing and spatial transcriptomics data.Briefings in bioinformatics · 2024Article
- Differential variability analysis of single-cell gene expression data.Briefings in bioinformatics · 2023Article
- Characterizing the landscape of gene expression variance in humans.PLoS genetics · 2023Article
- scTenifoldXct: A semi-supervised method for predicting cell-cell interactions and mapping cellular communication graphs.Cell systems · 2023Article
- A comprehensive single cell data analysis of lymphoblastoid cells reveals the role of super-enhancers in maintaining EBV latency.Journal of medical virology · 2023Article
- Time-resolved transcriptomes reveal diverse B cell fate trajectories in the early response to Epstein-Barr virus infection.Cell reports · 2022Article
- Enhanced transcriptional heterogeneity mediated by NF-κB super-enhancers.PLoS genetics · 2022Article
- Stochastic expression of invasion genes in Plasmodium falciparum schizonts.Nature communications · 2022Article
- Behavioral Neuroscience in the Era of Genomics: Tools and Lessons for Analyzing High-Dimensional Datasets.International journal of molecular sciences · 2022Review
- Triku: a feature selection method based on nearest neighbors for single-cell data.GigaScience · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
As single-cell RNA sequencing (scRNA-seq) data becomes widely available, cell-to-cell variability in gene expression, or
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.