Evidence map›Paper›PMID 42733539›Full record

ArticleMethodsX2026

A multi-modal profiling workflow of transcriptomics and biomineralization demonstrated on a tooth-on-chip model.

Chong Huang, Chloë Tijhof, Wei Ji, Fang Yang, X Frank Walboomers

Abstract read
In one paragraph

Article in MethodsX, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Chong HuangDepartment of Dentistry - Regenerative Biomaterials, Research Institute for Medical Innovation, Radboud university medical center, Philips van Leijdenlaan 25, Nijmegen, 6525 EX, the Netherlands.
Chloë TijhofDepartment of Dentistry - Regenerative Biomaterials, Research Institute for Medical Innovation, Radboud university medical center, Philips van Leijdenlaan 25, Nijmegen, 6525 EX, the Netherlands.
Wei JiThe State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) & Key Laboratory of Oral Biomedicine Ministry of Education, School & Hospital of Stomatology, Wuhan University, Wuhan, China.
Fang YangDepartment of Dentistry - Regenerative Biomaterials, Research Institute for Medical Innovation, Radboud university medical center, Philips van Leijdenlaan 25, Nijmegen, 6525 EX, the Netherlands.
X Frank WalboomersDepartment of Dentistry - Regenerative Biomaterials, Research Institute for Medical Innovation, Radboud university medical center, Philips van Leijdenlaan 25, Nijmegen, 6525 EX, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

tooth-on-chip platforms recapitulate dental epithelial-mesenchymal (DE-DM) interactions, offering physiologically relevant in vitro models for tooth regeneration. However, broader adoption requires chip-scale analytical methods capable of resolving cell-type-specific transcriptional programs and characterizing mineral formation. Here, we present a multi-modal workflow adapting five established approaches to fibrin hydrogel-based tooth-on-chip constructs. Whole-construct RNA extraction yielded high-integrity RNA suitable for bulk RNA sequencing, enabling pooled transcriptional comparisons between dental epithelium and mesenchyme. Magnetic-activated cell sorting achieved efficient recovery and enrichment from chip-relevant cell inputs, while translating this approach to intact constructs revealed a platform-level incompatibility between fibrin dissolution and downstream sorting. Fixation strategies preserved tissue morphology for spatial transcriptomics but came at the cost of RNA quality, and Raman spectroscopy combined with transmission electron microscopy enabled ultrastructural assessment of calcium phosphate deposition, though confirming mature hydroxyapatite required further validation. Together, this workflow establishes a practical framework for benchmarking analytical readouts in fibrin-based tooth-on-chip and related organ-on-chip co-culture systems. Established whole-construct RNA extraction for bulk transcriptional profiling of DE-DM co-cultures Adapted cell sorting and dissociation strategies for cell-type-specific enrichment, identifying key compatibility constraints Applied spatial transcriptomics preparation and spectroscopic/ultrastructural imaging to characterize tissue architecture and calcium phosphate deposition.

Indexed as

Fibrin hydrogelMagnetic cell separationMineralizationOrgan-on-chipSpatial transcriptomicsTooth-on-chip

Identifiers

PMID42733539
PMCPMC13571508

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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.