Evidence map›Paper›PMID 42367962›Full record

ArticlebioRxiv : the preprint server for biology2026

Servo-Actuated 3D-Printed Disposable Microvalves for Automated, Scalable Organoid Culture in Standard Incubators.

Mojtaba Zeraatkar, Drew Ehrlich, Sebastian Hernandez, Hunter E Schweiger, Mirella Pessoa de Melo, Eliot Wachtel, Demir Ozcakir, Spencer T Seiler, Kateryna Voitiuk, Yohei Rosen and 5 more

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

15 authors.

Mojtaba ZeraatkarDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0003-1249-8232
Drew EhrlichDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0001-6794-6800
Sebastian HernandezDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0009-0000-8811-8596
Hunter E SchweigerDepartment of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0003-0399-9481
Mirella Pessoa de MeloDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0001-6872-6789
Eliot WachtelDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Demir OzcakirDepartment of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Spencer T SeilerDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-0087-1346
Kateryna VoitiukDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-6392-5188
Yohei RosenDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-3870-2169
Colleen JosephsonDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-6744-252X
Mohammed A Mostajo-RadjiGenomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-1634-7514
David HausslerDepartment of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0003-1533-4575
Sofie R SalamaDepartment of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Mircea TeodorescuDepartment of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0001-7085-5248

Funding

Nanoparticle Tracking Analyzer (NTA) for the Center for Live Cell GenomicsRM1HG011543 · NHGRI · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI HAUSSLER, DAVID H, SALAMA, SOFIE REDA · 2021 to 2025
$12.0M
Human Brain Single-Cell Genomics ExplorerU24NS146314 · NINDS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI HAUSSLER, DAVID H, ZHU, JINGCHUN · 2025 to 2025
$3.7M
NHGRI NIH HHS RM1 HG011543NINDS NIH HHS U24 NS146314
6 · The paper itself

Abstract

Automation of organoid and cell culture processes is essential for achieving scalable and standardized experimentation in regenerative medicine and stem cell research. However, existing microfluidic platforms often rely on complex setups, limiting their integration within standard incubator environments. To address these challenges, we developed a compact, scalable multi-well platform featuring 3D-printed, servo-actuated disposable microvalves for fully automated media and drug exchange. This design eliminates the need for external pressure sources and control channels, providing a simplified and cost-effective solution for organoid culture. The platform integrates an internet-connected microscopy module with a motorized XYZ stage, allowing continuous, real-time imaging of individual wells directly within the incubator. It supports precise and reliable fluid handling under physiological conditions, improving throughput, reproducibility, and accessibility. We validate the platform through bench-top testing and in both mouse and human organoid models. Morphological analysis, immunohistochemistry (IHC), and qPCR demonstrate comparable viability, growth, and gene expression profiles between automated and manual culture conditions. These results establish a robust and scalable framework for fully automated organoid culture, offering a simplified and accessible alternative to conventional microfluidic systems with broad applications in regenerative medicine, drug discovery, and scalable biological screening.

Indexed as

3D-printed MicrovalvesAutomated Media ExchangeDisposable ValveOrganoid CultureReal-time ImagingServo-controlled Valve

Identifiers

PMID42367962
PMCPMC13308170

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.