Evidence map›Paper›PMID 33594978›Full record

ArticleeLife2021

Theory for the optimal detection of time-varying signals in cellular sensing systems.

Giulia Malaguti, Pieter Rein Ten Wolde

Open access · goldAbstract read
In one paragraph

Article in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
0.1field-weighted citation impact, top 59% 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

11 citing papers in PubMed, 2 citations in OpenAlex.

  1. Invariant nonequilibrium dynamics in gene regulation optimize information flow.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. ChemotaxingArXiv · 2025
    Article
  3. ChemotaxingbioRxiv : the preprint server for biology · 2025
    Article
  4. Slower swimming promotes chemotactic encounters between bacteria and small phytoplankton.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  5. Article
  6. Article
  7. Trade-offs between cost and information in cellular prediction.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  8. Article
  9. A synthetic synthesis to explore animal evolution and development.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2022
    Review
  10. Article
  11. 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

2 authors at 1 institution in 1 country.

Giulia MalagutiAMOLF, Science Park, Amsterdam, Netherlands.
Pieter Rein Ten WoldeAMOLF, Science Park, Amsterdam, Netherlands.ORCID 0000-0001-9933-4016
Institute for Atomic and Molecular Physics · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Living cells often need to measure chemical concentrations that vary in time, yet how accurately they can do so is poorly understood. Here, we present a theory that fully specifies, without any adjustable parameters, the optimal design of a canonical sensing system in terms of two elementary design principles: (1) there exists an optimal integration time, which is determined by the input statistics and the number of receptors; and (2) in the optimally designed system, the number of independent concentration measurements as set by the number of receptors and the optimal integration time equals the number of readout molecules that store these measurements and equals the work to store these measurements reliably; no resource is then in excess and hence wasted. Applying our theory to the

Indexed as

ChemotaxisSense OrgansEscherichia coliModels, TheoreticalTime FactorsE. coliinformation transmissionmodellingphysics of living systemssensing

Identifiers

PMID33594978
PMCPMC7946427
OpenAlexW2917809128

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.