Evidence map›Paper›PMID 41034583›Full record

ArticleNature2025

Heat-rechargeable computation in DNA logic circuits and neural networks.

Tianqi Song, Lulu Qian

Abstract read
In one paragraph

Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
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.

Tianqi SongBioengineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0002-0458-3747
Lulu QianBioengineering, California Institute of Technology, Pasadena, CA, USA. luluqian@caltech.edu.ORCID 0000-0003-4115-2409

Funding

NSF
6 · The paper itself

Abstract

Metabolism enables life to sustain dynamics and to repeatedly interact with the environment by storing and consuming chemical energy. A major challenge for artificial molecular machines is to find a universal energy source akin to ATP for biological organisms and electricity for electromechanical machines. More than 20 years ago, DNA was first used as fuel to drive nanomechanical devices

Indexed as

Computers, MolecularDNANeural Networks, ComputerHot TemperatureKineticsLogicDNA

Identifiers

PMID41034583
PMCPMC12507696

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.