Evidence map›Paper›PMID 42555745›Full record

ArticleScience advances2026

SCHEPHERD: A modular, programmable, direct current platform to control cell behavior.

Yubin Lin, Jeremy S Yodh, Celeste Rodriguez, Paul Kreymborg, Daniel J Cohen

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Yubin LinDepartment of Electrical and Computer Engineering, Princeton University, Princeton, NJ 08544, USA.ORCID 0000-0003-4476-9383
Jeremy S YodhOmenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA.ORCID 0009-0006-2425-2335
Celeste RodriguezDepartment of Molecular Biology, Princeton University, Princeton, NJ 08544, USA.ORCID 0009-0000-4399-7742
Paul KreymborgOmenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA.ORCID 0009-0005-0049-5992
Daniel J CohenOmenn-Darling Bioengineering Institute, Princeton University, Princeton, NJ 08544, USA.ORCID 0000-0001-5819-1135

Funding

Understanding and controlling collective cell behaviorsR35GM133574 · NIGMS · PRINCETON UNIVERSITY · PI Daniel Cohen · 2019 to 2026
$3.2M
NIGMS NIH HHS R35 GM133574
6 · The paper itself

Abstract

Spanning frogs, fish, and humans, direct current (dc) bioelectric cues play critical roles beyond neuromuscular function, such as modulating morphogenesis, immune response, and healing through electrotaxis-electrically directed cell migration. Harnessing this potential requires dedicated, versatile tools. However, standardized, accessible, and reproducible infrastructure capable of dc stimulation remains a challenge. We present SCHEPHERD: a universal, electrobioreactor integrating eight stimulation channels and modular inserts to enable most electrotaxis assays in one device (cells, monolayers, and 3D spheroids) while enabling powerful, expanded capabilities. SCHEPHERD revealed through parameter sweeps that dc fields act like a "steering wheel and gas pedal" for cell migration. We then used live confocal imaging to observe electrically reprogrammed F-actin dynamics. Last, our multipolar inserts generated complex spatial electrical patterns that reorganize engineered tissue dynamics. By substantially improving accessibility through modularity and an open-source, graphically programmed, stand-alone stimulator, we hope that SCHEPHERD can help broaden the community studying these important dc bioelectric phenomena.

Indexed as

Cell MovementElectricityActinsAnimalsHumansTissue EngineeringActins

Identifiers

PMID42555745
PMCPMC13440421

What Socratic 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 Socratic graph.