Evidence map›Paper›PMID 34112931›Full record

ArticleScientific reports2021

Small flexible automated system for monitoring Caenorhabditis elegans lifespan based on active vision and image processing techniques.

Joan Carles Puchalt, Antonio-José Sánchez-Salmerón, Eugenio Ivorra, Silvia Llopis, Roberto Martínez, Patricia Martorell

Abstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. HarnessingSensors (Basel, Switzerland) · 2025
    Review
  5. Automated Platforms inMicromachines · 2025
    Review
  6. Article
  7. Article
  8. Article
  9. Automation ofComputational and structural biotechnology journal · 2023
    Article
  10. Analysis of aComputational and structural biotechnology journal · 2023
    Article
  11. Article
  12. Sensors (Basel, Switzerland) · 2021
    Article
  13. Towards Lifespan Automation forSensors (Basel, Switzerland) · 2021
    Article
  14. ApplyingFrontiers in aging · 2021
    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

6 authors.

Joan Carles PuchaltInstituto de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain.
Antonio-José Sánchez-SalmerónInstituto de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain. asanchez@isa.upv.es.
Eugenio IvorraInstituto de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain.
Silvia LlopisCell Biology Laboratory/ADM Nutrition/Biopolis SL/Archer Daniels Midland, Paterna, Valencia, Spain.
Roberto MartínezCell Biology Laboratory/ADM Nutrition/Biopolis SL/Archer Daniels Midland, Paterna, Valencia, Spain.
Patricia MartorellCell Biology Laboratory/ADM Nutrition/Biopolis SL/Archer Daniels Midland, Paterna, Valencia, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Traditionally Caenorhabditis elegans lifespan assays are performed by manually inspecting nematodes with a dissection microscope, which involves daily counting of live/dead worms cultured in Petri plates for 21-25 days. This manual inspection requires the screening of hundreds of worms to ensure statistical robustness, and is therefore a time-consuming approach. In recent years, various automated artificial vision systems have been reported to increase the throughput, however they usually provide less accurate results than manual assays. The main problems identified when using these vision systems are the false positives and false negatives, which occur due to culture media changes, occluded zones, dirtiness or condensation of the Petri plates. In this work, we developed and described a new C. elegans monitoring machine, SiViS, which consists of a flexible and compact platform design to analyse C. elegans cultures using the standard Petri plates seeded with E. coli. Our system uses an active vision illumination technique and different image-processing pipelines for motion detection, both previously reported, providing a fully automated image processing pipeline. In addition, this study validated both these methods and the feasibility of the SiViS machine for lifespan experiments by comparing them with manual lifespan assays. Results demonstrated that the automated system yields consistent replicates (p-value log rank test 0.699), and there are no significant differences between automated system assays and traditionally manual assays (p-value 0.637). Finally, although we have focused on the use of SiViS in longevity assays, the system configuration is flexible and can, thus, be adapted to other C. elegans studies such as toxicity, mobility and behaviour.

Indexed as

Image Processing, Computer-AssistedAnimalsCaenorhabditis elegansEscherichia coliLongevity

Identifiers

PMID34112931
PMCPMC8192789

What OpenQuestion holds

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Registered trials

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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.