Evidence map›Paper›PMID 40657191›Full record

ArticleSmall science2025

A Bioinert Hydrogel Framework for Precision 3D Cell Cultures: Advancing Automated High-Content and High-Throughput Drug Screening.

Hyunsu Jeon, Tiago Thomaz Migliati Zanon, James Carpenter, Aliciana Ilias, Yamil Colón, Yichun Wang

Abstract read
In one paragraph

Article in Small science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
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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

6 authors.

Hyunsu JeonDepartment of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame IN 46556 USA.
Tiago Thomaz Migliati ZanonDepartment of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame IN 46556 USA.
James CarpenterDepartment of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame IN 46556 USA.
Aliciana IliasDepartment of Neuroscience Saint Mary's College Notre Dame IN 46556 USA.
Yamil ColónDepartment of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame IN 46556 USA.
Yichun WangDepartment of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame IN 46556 USA.ORCID https://orcid.org/0000-0002-4353-6660

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Enhanced drug testing efficiency has driven the prominence of high-content and high-throughput screening (HCHTS) in drug discovery and development. However, traditional HCHTS in well-plates often lack complexity of in vivo conditions. 3D cell cultures, like cellular spheroids/organoids, offer a promising alternative by replicating in vivo conditions and improving the reliability of drug responses. Integrating spheroids/organoids into HCHTS requires strategies to ensure uniform formation, systemic function, and compatibility with analysis techniques. This study introduces an easy-to-fabricate, low-cost, safe, and scalable approach to create a bioinert hydrogel-based inverted colloidal crystal (BhiCC) framework for uniform and high-yield spheroid cultivation. Highly uniform alginate microgels are fabricated and assembled into a colloidal crystal template with controllable contact area, creating engineered void spaces and interconnecting channels within agarose-based BhiCC through the template degradation by alginate lyase and buffer. This results in a multi-layered iCC domain, enabling the generation of in-vitro 3D culture models with over 1000 spheroids per well in a 96-well plate. The unique hexagonal-close-packed geometry of iCC structure enables HCHTS through conventional plate reader analysis and fluorescent microscopy assisted by house-developed automated data processing algorithm. This advancement offers promising applications in tissue engineering, disease modeling, and drug development in biomedical research.

Indexed as

3D cell culturebiomaterialscomprehensive drug testinginverted colloidal crystalorganoidspheroid

Identifiers

PMID40657191
PMCPMC12245106

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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.