Evidence map›Paper›PMID 34383778›Full record

ArticlePloS one2021

easyXpress: An R package to analyze and visualize high-throughput C. elegans microscopy data generated using CellProfiler.

Joy Nyaanga, Timothy A Crombie, Samuel J Widmayer, Erik C Andersen

Abstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
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

18 citing papers in PubMed.

  1. bioRxiv : the preprint server for biology · 2026
    Article
  2. Article
  3. bioRxiv : the preprint server for biology · 2026
    Article
  4. Natural variation suggests candidate genes underlying Caenorhabditis elegans susceptibility to diverse toxicants.Toxicological sciences : an official journal of the Society of Toxicology · 2026
    Article
  5. High-Throughput Toxicity Screening withEnvironmental science & technology · 2026
    Review
  6. Natural variation suggests candidate genes underlyingbioRxiv : the preprint server for biology · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Quantitative tests of albendazole resistance in beta-tubulin mutants.bioRxiv : the preprint server for biology · 2024
    Article
  15. Article
  16. Article
  17. Article
  18. Article
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

4 authors.

Joy NyaangaDepartment of Molecular Biosciences, Northwestern University, Evanston, IL, United States of America.ORCID 0000-0002-1402-9213
Timothy A CrombieDepartment of Molecular Biosciences, Northwestern University, Evanston, IL, United States of America.
Samuel J WidmayerDepartment of Molecular Biosciences, Northwestern University, Evanston, IL, United States of America.ORCID 0000-0002-1200-4768
Erik C AndersenDepartment of Molecular Biosciences, Northwestern University, Evanston, IL, United States of America.

Funding

Discovery of conserved molecular mechanisms underlying population-wide variation in toxin responsesR01ES029930 · NIEHS · NORTHWESTERN UNIVERSITY · PI ANDERSEN, ERIK CHRISTIAN, BAUGH, LARRY RYAN · 2019 to 2023
$3.2M
NIEHS NIH HHS R01 ES029930
6 · The paper itself

Abstract

High-throughput imaging techniques have become widespread in many fields of biology. These powerful platforms generate large quantities of data that can be difficult to process and visualize efficiently using existing tools. We developed easyXpress to process and review C. elegans high-throughput microscopy data in the R environment. The package provides a logical workflow for the reading, analysis, and visualization of data generated using CellProfiler's WormToolbox. We equipped easyXpress with powerful functions to customize the filtering of noise in data, specifically by identifying and removing objects that deviate from expected animal measurements. This flexibility in data filtering allows users to optimize their analysis pipeline to match their needs. In addition, easyXpress includes tools for generating detailed visualizations, allowing the user to interactively compare summary statistics across wells and plates with ease. Researchers studying C. elegans benefit from this streamlined and extensible package as it is complementary to CellProfiler and leverages the R environment to rapidly process and analyze large high-throughput imaging datasets.

Indexed as

Databases, FactualImage Processing, Computer-AssistedSoftwareAnimalsCaenorhabditis elegansMicroscopy

Identifiers

PMID34383778
PMCPMC8360505

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.