Evidence map›Paper›PMID 42395552›Full record

ArticlebioRxiv : the preprint server for biology2026

Modeling and validation of parallel co-flows layer widths in open-capillary trigger valve systems.

T J Caira, Jodie C Tokihiro, Alya Shaposhnikov, Jamison M Whitten, Xiaojing Su, Albert Shin, Ingrid H Robertson, Tristan M Nicholson, Ayokunle O Olanrewaju, Erwin Berthier and 2 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

12 authors.

T J CairaDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0009-0007-0752-4404
Jodie C TokihiroDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0000-0003-0958-2249
Alya ShaposhnikovDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.
Jamison M WhittenDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0009-0009-7475-7771
Xiaojing SuDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0000-0003-2406-3404
Albert ShinDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0009-0004-4560-2985
Ingrid H RobertsonDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0009-0008-4217-4777
Tristan M NicholsonDepartment of Urology, University of Washington, 1959 NE Pacific Street, Box 356510, Seattle, Washington 98195, United States.ORCID 0000-0001-7601-1185
Ayokunle O OlanrewajuDepartment of Bioengineering, University of Washington, Box 355061, Seattle, Washington 98195, United States.ORCID 0000-0003-4776-1774
Erwin BerthierDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0000-0002-4421-9034
Ashleigh B ThebergeDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.ORCID 0000-0002-3394-1435
Jean BerthierDepartment of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195, United States.

Funding

Theberge Admin Supp Undergraduate Summer Research ExperiencesR35GM128648 · NIGMS · UNIVERSITY OF WASHINGTON · PI Ashleigh Brooks Theberge · 2018 to 2026
$4.7M
University of Washington Pediatric and Reproductive Environmental Health Scholars (UW PREHS)K12ES033584 · NIEHS · UNIVERSITY OF WASHINGTON · PI CATHERINE J KARR, Sheela Sathyanarayana · 2022 to 2026
$2.4M
NIEHS NIH HHS K12 ES033584NIGMS NIH HHS R35 GM128648
6 · The paper itself

Abstract

Control of fluids is a hallmark of microfluidic systems and fundamental for the successful application of microfluidic devices. Trigger valves use geometric features to autonomously control the release of fluids in microfluidic devices. Our previous work has adapted geometries used in closed trigger valve systems to enable use in open systems, allowing for open microfluidic devices with up to three trigger valves. Here, we focus on the parallel co-flows produced by sequential release of trigger valves and present a model that predicts their layer widths as a function of the geometric characteristics of the different side channels of each trigger valve. We show layered co-flows with widths as low as 50 microns. Additionally, we expand the use of trigger valves in open microfluidic devices by incorporating 1) varied step heights, 2) devices with up to seven trigger valves, and 3) use of varied fluids and plastics. To validate the implementation and use of these trigger valves in open systems, we have developed a theoretical framework to compare predicted outcomes (i.e., fluid travel distance, velocity, and layering width) with our experimental values. This theoretical work offers applications in various fields, including hydrogel patterning for 3D cell culture, organ-on-a-chip models, at-home sample preparation, and autonomous microfluidic systems for biosensing.

Identifiers

PMID42395552
PMCPMC13320790

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.