Evidence map›Paper›PMID 40145385›Full record

ArticleJournal of biomedical materials research. Part A2025

Rapid and Inexpensive Image-Guided Grayscale Biomaterial Customization via LCD Printing.

Ryan M Francis, Irina Kopyeva, Nicholas Lai, Shiyu Yang, Jeremy R Filteau, Xinru Wang, David Baker, Cole A DeForest

Abstract read
In one paragraph

Article in Journal of biomedical materials research. Part A, 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. Article
  3. Article
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

8 authors.

Ryan M FrancisDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0000-0002-3964-6090
Irina KopyevaDepartment of Bioengineering, University of Washington, Seattle, Washington, USA.ORCID 0000-0003-3740-6971
Nicholas LaiDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0009-0004-1954-4814
Shiyu YangDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0009-0004-9126-7786
Jeremy R FilteauDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0000-0002-4617-5063
Xinru WangDepartment of Biochemistry, University of Washington, Seattle, Washington, USA.ORCID 0000-0001-5994-707X
David BakerDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0000-0001-7896-6217
Cole A DeForestDepartment of Chemical Engineering, University of Washington, Seattle, Washington, USA.ORCID 0000-0003-0337-3577

Funding

Interdisciplinary Tranining in Cancer ResearchT32CA080416 · NCI · UNIVERSITY OF WASHINGTON · PI STODDARD, BARRY L. · 1998 to 2023
$9.7M
Mimicking, Exploiting, and Understanding Biology's Heterogeneity in 4DR35GM138036 · NIGMS · UNIVERSITY OF WASHINGTON · PI Cole A DeForest · 2020 to 2026
$2.3M
A 4D-tunable hydrogel for the study of the impact of the tumor microenvironment on the development of colorectal cancerR01CA289291 · NCI · UNIVERSITY OF WASHINGTON · PI Nancy L. Allbritton, Cole A DeForest · 2024 to 2026
$1.6M
Howard Hughes Medical InstituteNational Science Foundation (NSF) DMR 1652141National Science Foundation (NSF) DMR 1719797NCI NIH HHS R01 CA289291NCI NIH HHS T32 CA080416NIGMS NIH HHS R35 GM138036NIH HHS R01CA289291NIH HHS R35GM138036NIH HHS T32CA080416
6 · The paper itself

Abstract

Hydrogels are an important class of biomaterials that permit cells to be cultured and studied within engineered microenvironments of user-defined physical and chemical properties. Though conventional 3D extrusion and stereolithographic (SLA) printing readily enable homogeneous and multimaterial hydrogels to be formed with specific macroscopic geometries, strategies that further afford spatiotemporal customization of the underlying gel physicochemistry in a non-discrete manner would be profoundly useful toward recapitulating the complexity of native tissue in vitro. Here, we demonstrate that grayscale control over local biomaterial biochemistry and mechanics can be rapidly achieved across large constructs using an inexpensive (~$300) and commercially available liquid crystal display (LCD)-based printer. Template grayscale images are first processed into a "height-extruded" 3D object, which is then printed on a standard LCD printer with an immobile build head. As the local height of the 3D object corresponds to the final light dosage delivered at the corresponding xy-coordinate, this method provides a route toward spatially specifying the extent of various dosage-dependent and biomaterial, forming/modifying photochemistries. Demonstrating the utility of this approach, we photopattern the grayscale polymerization of poly(ethylene glycol) (PEG) diacrylate gels, biochemical functionalization of agarose- and PEG-based gels via oxime ligation, and the controlled 2D adhesion and 3D growth of cells in response to a de novo-designed α5β1-modulating protein via thiol-norbornene click chemistry. Owing to the method's low cost, simple implementation, and high compatibility with many biomaterial photochemistries, we expect this strategy will prove useful toward fundamental biological studies and functional tissue engineering alike.

Indexed as

Biocompatible MaterialsHydrogelsLiquid CrystalsPrinting, Three-DimensionalAnimalsHumansBiocompatible MaterialsHydrogels3D printingadditive manufacturinggrayscalehydrogellightphotopatterning

Identifiers

PMID40145385
PMCPMC12239860

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Registered trials

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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.