Evidence map›Paper›PMID 41277706›Full record

ArticleeLife2025

Generation of biophysical neuron model parameters from recorded electrophysiological responses.

Jimin Kim, Minxian Peng, Shuqi Chen, Qiang Liu, Eli Shlizerman

Abstract read
In one paragraph

Article in eLife, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Jimin KimDepartment of Electrical and Computer Engineering, University of Washington, Seattle, United States.ORCID https://orcid.org/0000-0002-5597-5142
Minxian PengDepartment of Neuroscience, City University of Hong Kong, Hong Kong, Hong Kong.ORCID https://orcid.org/0000-0003-0419-3543
Shuqi ChenDepartment of Neuroscience, City University of Hong Kong, Hong Kong, Hong Kong.ORCID https://orcid.org/0009-0003-9744-6964
Qiang LiuDepartment of Neuroscience, City University of Hong Kong, Hong Kong, Hong Kong.ORCID https://orcid.org/0000-0002-9232-1420
Eli ShlizermanDepartment of Electrical and Computer Engineering, University of Washington, Seattle, United States.ORCID https://orcid.org/0000-0002-3136-4531

Funding

Enhancing and expanding the CGC Strain CollectionP40OD010440 · OD · UNIVERSITY OF MINNESOTA · PI Aric L Daul, Ann E. Rougvie · 2012 to 2026
$7.5M
CityU New Research Initiatives 9610587Hong Kong Research Grants Council RGC CityU 11100524Hong Kong Research Grants Council RGC CityU 11104123Hong Kong Research Grants Council RGC CityU 21103522National Science Foundation CRCNS IIS-2113003National Science Foundation CRCNS IIS-2113120NIH HHS P40 OD010440ODCDC CDC HHS P40 OD010440
6 · The paper itself

Abstract

Recent advances in connectomics, biophysics, and neuronal electrophysiology warrant modeling of neurons with further details in both network interaction and cellular dynamics. Such models may be referred to as ElectroPhysiome, as they incorporate the connectome and individual neuron electrophysiology to simulate neuronal activities. The nervous system of

Indexed as

Caenorhabditis elegansElectrophysiological PhenomenaModels, NeurologicalNeuronsAnimalsConnectomeMembrane PotentialsC. elegansdeep generative modelsHodgkin–Huxley modelin silico nervous systemneuron electrophysiologyneuroscienceparameter inference

Identifiers

PMID41277706
PMCPMC12643469

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.