ArticleNature2025
Adaptive and context-aware volumetric printing.
Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed.
- Converging engineered models of cancer and artificial intelligence.Nature reviews. Cancer · 2026Article
- A one-step volumetric biofabrication platform for complex hydrogel-based hollow biomaterials.Materials today. Bio · 2026Article
- Closing the Loop: High-Precision 3D Photofabrication in Living Tissues.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- dECM bioinks for 3D bioprinted tumor models: Advances, challenges, and drug screening.iScience · 2026Review
- Nanoparticle-Mediated Bubble Suppression During Droplet Solidification for Mechanical Reinforcement.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Soft Hypoxia-Adaptive Bioelectronics Integrating PEDOT:PSS/Polydopamine/Enzyme Biocomposites for Closed-Loop Therapeutics of Chronic Wounds.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Computational approaches in bioprinting processes.Nature reviews bioengineering · 2026Article
- Overprinting with tomographic volumetric additive manufacturing.Nature communications · 2026Article
- High-strength, programmable energy-dissipating liquid crystal elastomers via hydrogen-bond-locked 4D printing.iScience · 2026Article
- Vascularized Cardiac Tissue Engineering: From Advances in Biofabrication to Translational Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- 3D biofabricated in vitro models as new approach methodologies for animal alternatives.npj biomedical innovations · 2026Review
- Multi-scale Engineered Vasculature and Hierarchical Porosity via Volumetric Bioprinting-Guided Photopolymerization-Induced Phase Separation.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Volumetric additive manufacturing of complex geometries around complex inserts.Scientific reports · 2026Article
- 3D bioprinting of cell-laden constructs: technologies, bioink design, and biomedical applications.Biomedical materials (Bristol, England) · 2025Review
- Artificial Intelligence Informed Hydrogel Biomaterials in Additive Manufacturing.Gels (Basel, Switzerland) · 2025Review
- Multiscale Construction, Evaluation, and Application of Organoids.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
We introduce Generative, Adaptive, Context-Aware 3D Printing (GRACE), a new approach combining 3D imaging, computer vision and parametric modelling to create tailored, context-aware geometries using volumetric additive manufacturing. GRACE rapidly and automatically generates complex structures capable of conforming directly around features ranging from cellular to macroscopic scales with minimal user intervention. Here we demonstrate its versatility in applications ranging from synthetic objects to biofabrication, including adaptive vascular-like geometries around cell-laden bioinks, resulting in improved functionality. GRACE also enables precise alignment of sequential prints, as well as the detection and overprinting of opaque surfaces through shadow correction. Compatible with various printing modalities
Indexed as
Identifiers
What OpenQuestion holds
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.