ReviewAdvanced materials (Deerfield Beach, Fla.)2025
Topology in Biological Piezoelectric Materials.
Review in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed.
- Piezoelectric amino acids and peptides: Mechanisms, molecular engineering, and biomedical applications.iScience · 2026Review
- Artificial intelligence virtual bone organoids (AIVBOs).Journal of orthopaedic translation · 2026Review
- Smart biophysical cue-based strategies and materials for intervertebral disc degeneration therapy.Bioactive materials · 2026Review
- Intelligent multimodal-energy-driven piezoelectric antibacterial platforms: From structural control to system-level diagnosis.Materials today. Bio · 2026Review
- Supramolecular engineering of amyloid-inspired tripeptide assemblies enabling tunable piezoelectricity.Nature communications · 2026Article
- Topology-Optimized Stretchable Piezoelectric Sensors With Tailored Liquid-Metal Circuits for Anisotropic Stress-Adaptive Motion Monitoring.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Topology in Biological Piezoelectric Materials.Advanced materials (Deerfield Beach, Fla.) · 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
Topology is fundamental in determining the properties and functions of biological piezoelectric materials by influencing service performances across multiple scales, from nanoscale molecular arrangements to macroscopic assembly structures. At each scale, topology governs electrical, mechanical, and biological behaviors, facilitating multifunctional integration and multi-field coupling advances. Recent progress demonstrates the potential of topological optimization to enhance piezoelectric coefficients and enable complex functionalities. Strategies such as multi-scale design, machine learning-guided optimization, and precision fabrication techniques are being explored to address persistent challenges, including limited energy conversion efficiency, long-term stability, and biocompatibility. Critical applications include health monitoring, biosensing, energy harvesting, and disease treatment, highlighting opportunities and unresolved technical bottlenecks. Future research directions are discussed to present theoretical insights and practical pathways to the development of biological piezoelectric materials.
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.