ArticleAdvanced functional materials2025
Emerging 2D Materials and Their Hybrid Nanostructures for Label-Free Optical Biosensing: Recent Progress and Outlook.
Article in Advanced functional materials, 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
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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.
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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.
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Who cites it
7 citing papers in PubMed.
- MXene-Based Nanomaterials for Bacterial Detection and Sonodynamic Sterilization.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Engineering two-dimensional electronic biosensors.Nature reviews electrical engineering · 2026Article
- Au@Ag@Pt Trimetallic Nanoparticle-Enhanced Dual-Mode Lateral Flow Immunochromatographic Assay for Ultrasensitive and Rapid Detection of Acetamiprid in Plant-Based Foods.Foods (Basel, Switzerland) · 2026Article
- Lithium-Ion Batteries as a Cornerstone of Electric Vehicle Advancement: Innovations, Challenges, and Policy Implications.Topics in current chemistry (Cham) · 2026Review
- AI-Assisted Molecular Biosensors: Design Strategies for Wearable and Real-Time Monitoring.International journal of molecular sciences · 2026Review
- Modeling an SPR Sensor for Carcinoma-Related Refractive-Index Detection: The Case of CaFBiosensors · 2026Article
- Establishment of a microinterface between zinc-porphyrin-organic framework and ZnO nanoparticles for electrochemiluminescence aptasensing microRNA-122 in living cancer cells.Mikrochimica acta · 2026Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
The increasing demand for rapid detection and remote monitoring with high sensitivity and selectivity has driven the development of label-free optical biosensors based on 2D materials (2DMs). Owing to their high surface-to-volume ratio and unique, tunable electrical and optical properties, 2DMs are highly attractive for biosensing applications. Van der Waals heterostructures (vdWHs) that combine different 2DMs allow the creation of hybrid materials with synergistic or novel functionalities. Beyond purely 2D vdWHs, mixed-dimensional hybrid architectures have recently emerged, offering enhanced sensitivity, stability, and reproducibility in label-free optical detection. This review highlights recent advances in surface-enhanced Raman scattering (SERS)- and surface plasmon resonance (SPR)-based biosensing using 2DMs and their hybrid nanostructures, discussing the role of each component and emphasizing their synergistic effects. It also provides an overview of recent progress in multifunctional sensing platforms and the integration of machine learning to improve performance and enable intelligent data analysis. Finally, the current challenges and future opportunities for advancing next-generation label-free optical biosensors are highlighted.
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What Socratic 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 Socratic graph.