2D material-based sensing technology innovation roadmap for biomedical applications
Source abstract
Abstract
Abstract Two-dimensional materials (2MD) have emerged as a transformative platform for biomedical sensing owing to their unique properties. Over the past decade, 2DM, such as graphene and MXenes have enabled sensing concepts with the potential to surpass the sensitivity, speed, and miniaturization limits of conventional technologies. When combined with other innovative materials such as aptamers or magnetic nanoparticles (MNPs), a range of components can be developed. From electrochemical electrodes and field effect transistor channels to conductive inks and triboelectric nanogenerators, these components offer a variety of biomedical applications that have the potential to revolutionize healthcare. This Roadmap reviews the current state of 2DM-based biomedical sensing within four EU-funded Horizon Europe projects under the Graphene Flagship, identifies key scientific and technological barriers, and outlines priority research directions for the short (2027) and mid-term (2030) future. The analysis focuses on the materials, various components comprising these materials, and several biomedical applications that are currently being researched within the overall biomedical focus of the Graphene Flagship Initiative. By consolidating expert perspectives from the four consortia, this roadmap aims to guide coordinated efforts to accelerate the transition of 2DM from laboratory demonstrations to robust, scalable, and impactful biomedical sensing technologies.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: MXene and MAX Phase Materials · Advanced Sensor and Energy Harvesting Materials · Graphene and Nanomaterials Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Q-PLAN International
Pro-Active Srl
Palacký University Olomouc
Campus UAB
Catalan Institution for Research and Advanced Studies (ICREA)
Grapheal
Aristotle University of Thessaloniki
NOVAPTECH
Kaiserslautern University of Applied Sciences
Adamant Composites
University of Patras
Lukasiewicz Research Network—Poznan Institute of Technology (PIT)
AXIA Innovation GmbH
Metrohm DropSens, Parque Tecnológico de Asturias C
Ireland’s Centre for Artificial Intelligence (CeADAR), University College Dublin
Funding
European Union
References (100+)
Show source-provided references
1. Graphene roadmap briefs (No. 1): innovation interfaces of the graphene flagship10.1088/2053-1583/abddcc ↗
2. CORDIS · 202610.3030/101120706 ↗
3. CORDIS · 202610.3030/101119473 ↗
4. CORDIS · 202610.3030/101120832 ↗
5. CORDIS · 202610.3030/101135965 ↗
6. Developments in nanopatterning of graphene; toward direct writing10.1002/adma.202513264 ↗
7. Latest advances in the scalable synthesis of graphene and its versatile applications in energy, electronics, composites, biomedical, and environmental technologies10.1088/2053-1583/adff93 ↗
8. Laser-assisted explosive synthesis and transfer of turbostratic graphene-related materials for energy conversion applications10.1038/s41699-022-00331-7 ↗
9. Roadmap for 2D materials in biotribological/biomedical applications–A review10.1016/j.cis.2022.102747 ↗
10. The roadmap of 2D materials and devices toward chips10.1007/s40820-023-01273-5 ↗
11. Research progress on the preparation and applications of laser-induced graphene technology10.3390/nano12142336 ↗
12. Towards wafer-scale 2D material sensors10.1088/2053-1583/adac73 ↗
13. Promises, facts and challenges for graphene in biomedical applications10.1039/C7CS00363C ↗
14. Nanotechnology guidance documents
15. Drug products, including biological products, that contain nanomaterials Guidance for Industry
16. Toward batch synthesis of high-quality graphene by cold-wall chemical vapor deposition approach10.1007/s12274-022-4347-x ↗
17. Toward high-quality graphene film growth by chemical vapor deposition system10.1016/j.cossms.2024.101176 ↗
18. Is laser-induced graphene (LIG) environmentally sustainable? Laboratory-scale life cycle assessment of LIG from petroleum-and bio-derived precursors10.1007/s11367-025-02524-w ↗
19. AI methods in materials design, discovery and manufacturing: a review10.1016/j.commatsci.2024.112793 ↗
20. Single-arm diagnostic electrocardiography with printed graphene on wearable textiles10.1016/j.sna.2022.114058 ↗
21. Wearable healthcare using laser-induced graphene10.1007/s42791-025-00113-4 ↗
22. Wearable biosensors for health monitoring: advances in graphene-based technologies10.1039/D5NH00141B ↗
23. Graphene market (2026–2033)
24. Graphene based material market size & share 2024–2032
25. What factors impact graphene cost?
26. 2D chemistry: chemical control of graphene derivatization10.1021/acs.jpclett.8b01596 ↗
27. Engineered carbon-nanomaterial-based electrochemical sensors for biomolecules10.1021/acsnano.5b05690 ↗
28. Functional groups in graphene oxide10.1039/D2CP04082D ↗
29. Recent advancements in graphene-based nanocomposites for enhanced photocatalysis in environmental remediation: a comprehensive review10.1007/s44169-025-00086-4 ↗
30. Applications of graphene in electrochemical sensing and biosensing10.1016/j.trac.2015.07.008 ↗
31. Graphene derivatives as efficient transducing materials for covalent immobilization of biocomponents in electrochemical biosensors10.1002/celc.202400660 ↗
32. Nano-graphene in biomedicine: theranostic applications10.1039/C2CS35342C ↗
33. Regulatory challenges and Risk Assessment of graphene-enabled products: insights for safe commercialisation in Europe10.1088/2053-1583/ade4a5 ↗
34. Graphene oxide classification and standardization10.1038/s41598-023-33350-5 ↗
35. The multidiverse graphene oxide: how the fine structure affects structural analysis and performance in reverse osmosis membranes10.1016/j.cartre.2025.100565 ↗
36. Navigating the carbon maze: a roadmap to effective carbon conductive networks for lithium‐ion batteries10.1002/aenm.202400499 ↗
37. Graphene roadmap briefs (No. 3): meta-market analysis 202310.1088/2053-1583/ad1e78 ↗
38. Green electrochemical synthesis of graphene oxide for high-performance electromagnetic shields10.1039/D3NJ05718F ↗
39. Graphene oxide market
40. Graphene oxide market
41. The characterisation of commercial 2D carbons: graphene, graphene oxide and reduced graphene oxide10.1039/D1MA01023A ↗
42. Ecofriendly fabrication and theoretical insights of ascorbic acid assisted rGO electrodes for high performance solid state supercapacitors10.1038/s41598-025-11896-w ↗
43. The impact of different flexible substrates on the photothermal reduction quality of graphene oxide10.1039/D4NA00385C ↗
44. Reduced graphene oxide-based sustainable ink formulations and their implementation in screen-printed graphene field effect transistors and humidity sensors development10.1016/j.snb.2025.139273 ↗
45. Graphene nanocoating on titanium maintains structural and antibiofilm properties post-sterilization10.1016/j.dental.2024.10.009 ↗
46. Global reduced graphene oxide market
47. New horizons for MXenes in biosensing applications10.3390/bios12100820 ↗
48. Two-dimensional MXenes10.1557/s43577-023-00500-z ↗
49. D1.1 MCI to AD biomarker deep dive analysis for early diagnosis10.3030/101120706 ↗
50. Modified MAX phase synthesis for environmentally stable and highly conductive Ti3C2 MXene10.1021/acsnano.0c08357 ↗
51. MXenes-based bioanalytical sensors: design, characterization, and applications10.3390/s20185434 ↗
52. MXene-based electrochemical biosensors: advancing detection strategies for biosensing (2020–2024)10.3390/bios15030127 ↗
53. Vertically aligned MXene bioelectrode prepared by freeze-drying assisted electrophoretic deposition for sensitive electrochemical protein detection10.1016/j.bios.2024.116036 ↗
54. A label-free ultrasensitive microRNA-21 electrochemical biosensor based on MXene (Ti3C2)-reduced graphene oxide-Au nanocomposites10.1016/j.microc.2023.108656 ↗
55. A wearable electrochemical biosensor utilizing functionalized Ti3C2Tx MXene for the real-time monitoring of uric acid metabolite10.1021/acs.analchem.3c05672 ↗
56. Fast and in-situ electrodeposition of MXene/AuNPs composite for multiplexed and sensitive detection of infectious biomarkers using an electrochemical biosensor10.1016/j.microc.2024.112064 ↗
57. A novel electrochemical biosensor based on signal amplification of Au HFGNs/PnBA-MXene nanocomposite for the detection of miRNA-122 as a biomarker of breast cancer10.1016/j.talanta.2022.124247 ↗
58. Recent advances in oxidation stable chemistry of 2D MXenes10.1002/adma.202107554 ↗
59. Effect of synthesis on quality, electronic properties and environmental stability of individual monolayer Ti3C2 MXene flakes10.1002/aelm.201600255 ↗
60. Transparent conductive two-dimensional titanium carbide epitaxial thin films10.1021/cm500641a ↗
61. Guidelines for synthesis and processing of two-dimensional titanium carbide (Ti3C2Tx MXene)10.1021/acs.chemmater.7b02847 ↗
62. Biocompatibility and immunomodulation of MXenes for targeted delivery of bioactive agents and drugs10.1016/j.bioactmat.2025.09.038 ↗
63. Green strategies for MXene synthesis: toward sustainable nanomaterials and emerging applications10.1016/j.rineng.2026.108970 ↗
64. A bioinspired stretchable sensory‐neuromorphic system10.1002/adma.202104690 ↗
65. Electroanalysis overview: additive manufactured biosensors using fused filament fabrication10.1039/D4AY00278D ↗
66. Recent advances in MXene-based electrochemical sensors10.3390/bios15020107 ↗
67. MXenes in electrochemical biosensing: pioneering sustainable diagnostics10.1007/978-981-96-9408-2_15 ↗
68. A mini-review of MXenes in biomedicine: from synthesis to revolutionary applications10.48309/jcr.2025.501547.1409 ↗
69. MXene market overview
70. Biosensors for Alzheimer’s disease biomarker detection: a review10.1016/j.biochi.2017.12.015 ↗
71. Systematic evolution of ligands by exponential enrichment: RNA ligands to bacteriophage T4 DNA polymerase10.1126/science.2200121 ↗
72. In vitro selection of RNA molecules that bind specific ligands10.1038/346818a0 ↗
73. Perspective on the future role of aptamers in analytical chemistry10.1021/acs.analchem.9b03853 ↗
74. Engineering polymerases for new functions10.1016/j.tibtech.2019.03.011 ↗
75. Advancements in SELEX technology for aptamers and emerging applications in therapeutics and drug delivery10.3390/biom15060818 ↗
76. Multivalent aptamer approach: designs, strategies, and applications10.3390/mi13030436 ↗
77. Rationally designed DNA-based scaffolds and switching probes for protein sensing10.1007/10_2023_235 ↗
78. Evolution of multivalent supramolecular assemblies of aptamers with target-defined spatial organization10.1038/s41565-025-01939-8 ↗
79. Pegaptanib, a targeted anti-VEGF aptamer for ocular vascular disease10.1038/nrd1955 ↗
80. Aptamers market
81. Global aptamers market
82. Magnetic nanoparticles–a new era in nanotechnology10.1016/j.jddst.2022.103899 ↗
83. State of the art on the separation and purification of proteins by magnetic nanoparticles10.1186/s12951-023-02123-7 ↗
84. Recent advancements in lateral flow assays for food mycotoxin detection: a review of nanoparticle-based methods and innovations10.3390/toxins17070348 ↗
85. Magnetic-material-assisted bioassays: from millimeter magnetic bars to nanometer magnetic particles10.1016/j.mtchem.2024.102494 ↗
86. Magnetic nanoparticle market report
87. Recent advances in graphene-based electrochemical biosensors for major non-communicable diseases10.1016/j.coelec.2025.101737 ↗
88. Electrochemical sensors and biosensors using laser-derived graphene: a comprehensive review10.1016/j.bios.2020.112565 ↗
89. Reduced graphene oxide electrodes meet lateral flow assays: a promising path to advanced point-of-care diagnostics10.1016/j.bios.2024.116315 ↗
90. Lateral flow assay market
91. Graphene-based field-effect transistors in biosensing and neural interfacing applications: recent advances and prospects10.1021/acs.analchem.2c03399 ↗
92. Sensing at the surface of graphene field‐effect transistors10.1002/adma.201603610 ↗
93. Wafer-scale graphene field-effect transistor biosensor arrays with monolithic CMOS readout10.1021/acsaelm.3c00706 ↗
94. Active dual-gated graphene transistors for low-noise, drift-stable, and tunable chemical sensing
95. On-chip integrated graphene aptasensor with portable readout for fast and label-free COVID-19 detection in virus transport medium10.1039/D2SD00076H ↗
96. Advances in flexible graphene field-effect transistors for biomolecule sensing10.3389/fbioe.2023.1218024 ↗
97. A comprehensive review of graphene-based biosensors: fabrication, applications, characterization and future perspectives—A review10.1063/5.0266596 ↗
98. Inkjet-printed liquid gated graphene field effect transistor for the detection of interleukin-610.4028/p-olQb7r ↗
99. Global graphene FET chips market
100. Recent advances in conductive materials for printed electronics and printed technology10.1002/pat.6581 ↗