ArticleMaterials & design2023
The correlation between rheological properties and extrusion-based printability in bioink artifact quantification.
Article in Materials & design, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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.
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.
Who cites it
14 citing papers in PubMed.
- A one-step volumetric biofabrication platform for complex hydrogel-based hollow biomaterials.Materials today. Bio · 2026Article
- Machine-Learning-Assisted Quantitative Printability Assessment in Extrusion-Based Bioprinting-A Systems-Engineering Proof-of-Concept.Bioengineering (Basel, Switzerland) · 2026Article
- After the Nozzle: Post-Printing Maturation, Failure Modes, and Use-Point Assessment of Cell-Laden Extrusion-Bioprinted Hydrogel Constructs.Gels (Basel, Switzerland) · 2026Review
- 3D Bioprinted Breast Cancer-Stroma Model with Tailored Migration-Permissive Bioink Reveals Impact of Adipose-Derived Stromal Cells on Cancer Cell Migration and Invasion Dynamics.Advanced healthcare materials · 2026Article
- From Nature to Innovation: Exploring Natural Biopolymers in 3D Bioprinting for Bone Regeneration.ACS omega · 2026Article
- Data-Driven Printability Modeling of Hydrogels for Precise Direct Ink Writing Based on Rheological Properties.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- 3D Printing with Tragacanth-Gum-Based Bioinks: A New Frontier in Bioprinting Materials.Gels (Basel, Switzerland) · 2026Review
- 3D Bioprinted Natural Hydrogels: Rheological Characterization, Cytotoxicity, and Printability Assessment of a Polysaccharide-Based Bioink.ACS omega · 2026Article
- Graphene and TiACS applied bio materials · 2026Article
- 3D Bioprinted Neural Tissues: Emerging Strategies for Regeneration and Disease Modeling.Pharmaceutics · 2025Review
- Machine Learning in Predicting and Optimizing Polymer Printability for 3D Bioprinting.Polymers · 2025Review
- Light-activated decellularized extracellular matrix-based bioinks for enhanced mechanical integrity.Materials today. Bio · 2025Review
- 3-Dimensional printing and bioprinting in neurological sciences: applications in surgery, imaging, tissue engineering, and pharmacology and therapeutics.Journal of materials science. Materials in medicine · 2025Review
- 3D Bioprinting for Engineered Tissue Constructs and Patient-Specific Models: Current Progress and Prospects in Clinical Applications.Advanced materials (Deerfield Beach, Fla.) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Bioinks for cell-based bioprinting face availability limitations. Furthermore, the bioink development process needs comprehensive printability assessment methods and a thorough understanding of rheological factors' influence on printing outcomes. To bridge this gap, our study aimed to investigate the relationship between rheological properties and printing outcomes. We developed a specialized bioink artifact specifically designed to improve the quantification of printability assessment. This bioink artifact adhered to established criteria from extrusion-based bioprinting approaches. Seven hydrogel-based bioinks were selected and tested using the bioink artifact and rheological measurement. Rheological analysis revealed that the high-performing bioinks exhibited notable characteristics such as high storage modulus, low tan(δ), high shear-thinning capabilities, high yield stress, and fast, near-complete recovery abilities. Although rheological data alone cannot fully explain printing outcomes, certain metrics like storage modulus and tan(δ) correlated well (R
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Registered trials
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.