Evidence map›Paper›PMID 41846947›Full record

ArticlebioRxiv : the preprint server for biology2026

Microembossing Hydrogel Meso-Circuits for Patterning Dissociated Neurons Promotes Ensemble Formation.

Mckennah Thompson, Connor L Beck, Anja Kunze

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

3 authors.

Mckennah ThompsonMontana State University, Bozeman, MT 49717 USA.
Connor L BeckDepartment of Electrical and Computer Engineering, Montana State University, Bozeman, MT 59717 USA. He is now with the Weldon School of Biomedical Engineering, Purdue University, Lafayette, IN 47907 USA.
Anja KunzeDepartment of Electrical and Computer Engineering, Montana State University, Bozeman, MT 59717 USA.ORCID 0000-0002-5220-0982

Funding

Research Core (Developmental Research Project Program)P20GM103474 · NIGMS · MONTANA STATE UNIVERSITY - BOZEMAN · PI Ann Therese Bertagnolli · 2012 to 2026
$60.0M
NIGMS NIH HHS P20 GM103474
6 · The paper itself

Abstract

Functional networks of wired neurons comprise the basis for neuronal computation and processing. Within neuronal networks, activation of unique ensembles is an important identity of neuronal processing. However, dissociated neuronal networks form homogeneous functional structures with minimal variety in ensemble dynamics. To reintroduce such dynamics, we propose structuring the networks to follow multi-connectivity (micro- and meso-network) paradigms. Here, we use agarose microembossing to physically pattern dissociated neuronal networks across these scales. To perform agarose microembossing, we impress features with poly-dimethylsiloxane (PDMS) stamps into liquid agarose to emboss features which hold under cold gelation. We validate the viability of primary neurons within the hydrogel patterns and interrogate circuit dynamics through calcium imaging. Patterned features presented with robust ensemble dynamics that are dependent on connectivity paradigms. Altogether, this work establishes a platform for investigating how engaging multi-scale features in the physical network informs neuronal ensemble dynamics.

Indexed as

Brain-on-chipcalcium imaginghydrogel embossingneuronal ensemblesneuronal network

Identifiers

PMID41846947
PMCPMC12991132

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.