journal article·2026-07-15Open access

Beyond the 2D Plane: Interfacing Microwave Resonators with Bioreceptor-Functionalized Hydrogel Micropillars for Label-Free Enhanced Sensitivity Biosensing

Ghanimah N. Abuhaimed, Haoliang Lu, Apala Banerjee, Jorge Romero Dominguez, Erol Hasan, Atif Shamim, Dana Z. Alsulaiman

ACS Applied Materials & Interfaces· Volume 18· Issue 27

Abstract

Facile and quantitative detection of liquid biopsy biomarkers such as microRNAs offers significant potential for precision healthcare; however, conventional biosensing methods rely on enzyme- or label-based workflows that are costly, time-consuming, and labor intensive. Microwave biosensors, particularly split-ring resonators (SRRs), offer an attractive alternative as they enable label-free, noncontact electromagnetic detection through permittivity measurements and are compatible with printed-circuit-board manufacturing. However, the sensitivity of conventional SRR platforms remains insufficient for clinically relevant biomarker detection. Here, we introduce an enzyme-free, label-free microwave biosensing architecture that integrates SRRs with microfluidic channels containing localized bioreceptor-functionalized hydrogel micropillars. Target hybridization within the hydrogel micropillars induces localized changes in complex permittivity, which are transduced into concentration-dependent shifts in the resonant frequency of the SRR capacitive gap. As a proof of concept, the platform is applied to detect the cancer-associated biomarker miR-16-5p using peptide nucleic acid (PNA) probes, which were selected for their neutral backbone, enzymatic stability, and strong hybridization affinity. The hydrogel micropillars act as three-dimensional scaffolds that enhance probe loading and maximize volumetric electromagnetic interaction, representing a departure from conventional planar biointerfaces. Compared with equivalent planar systems, this architecture achieves approximately a 20-fold improvement in detection limit, reaching subnanomolar sensitivity without any amplification or labeling while maintaining single-nucleotide specificity and strong device reproducibility. Beyond being the first demonstration of SRR-based miRNA detection, this work establishes a general strategy for three-dimensional microwave biosensing and positions hydrogel-interfaced resonators as a next-generation platform for sensitive, selective, label-free, and reusable biosensors.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Microwave and Dielectric Measurement Techniques · Hydrogels: synthesis, properties, applications · Metamaterials and Metasurfaces Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

BioMAD Lab, Physical Science and Engineering Division

King Abdullah University of Science and Technology (KAUST)

Computer, Electrical and Mathematical Sciences and Engineering Division

Funding

King Abdullah University of Science and Technology

References (60)

Show source-provided references
1. 10.1186/s12967-023-03960-810.1186/s12967-023-03960-8 ↗
2. 10.1038/s41392-024-02021-w10.1038/s41392-024-02021-w ↗
3. 10.1016/j.canep.2018.12.00810.1016/j.canep.2018.12.008 ↗
4. 10.1007/s40291-016-0221-410.1007/s40291-016-0221-4 ↗
5. 10.1007/s00216-009-2744-610.1007/s00216-009-2744-6 ↗
6. 10.1016/j.jpha.2019.05.00410.1016/j.jpha.2019.05.004 ↗
7. 10.1038/nprot.2007.52810.1038/nprot.2007.528 ↗
8. 10.1038/nprot.2008.1410.1038/nprot.2008.14 ↗
9. 10.18632/oncotarget.2295010.18632/oncotarget.22950 ↗
10. 10.1039/C7AN01843F10.1039/C7AN01843F ↗
11. 10.1002/celc.20160075810.1002/celc.201600758 ↗
12. 10.1002/advs.20240138610.1002/advs.202401386 ↗
13. 10.1016/j.bios.2018.01.00910.1016/j.bios.2018.01.009 ↗
14. 10.1038/nmeth95310.1038/nmeth953 ↗
15. 10.1038/s41551-021-00734-910.1038/s41551-021-00734-9 ↗
16. 10.3390/bios1012020910.3390/bios10120209 ↗
17. 10.1038/s41598-018-20229-z10.1038/s41598-018-20229-z ↗
18. 10.5101/nbe.v5i1.p1-1010.5101/nbe.v5i1.p1-10 ↗
19. 10.3390/s2107226710.3390/s21072267 ↗
20. 10.1109/TBCAS.2019.295284110.1109/TBCAS.2019.2952841 ↗
21. 10.3390/s2302064510.3390/s23020645 ↗
22. 10.1038/s41598-020-69547-110.1038/s41598-020-69547-1 ↗
23. 10.1021/acssensors.5c0047010.1021/acssensors.5c00470 ↗
24. 10.3390/s1905101310.3390/s19051013 ↗
25. 10.1109/MMM.2022.323351010.1109/MMM.2022.3233510 ↗
26. 10.1021/acsmeasuresciau.4c0003210.1021/acsmeasuresciau.4c00032 ↗
27. 10.1016/j.snb.2025.13770210.1016/j.snb.2025.137702 ↗
28. 10.1109/JSEN.2025.361602510.1109/JSEN.2025.3616025 ↗
29. 10.1016/j.bios.2025.11733410.1016/j.bios.2025.117334 ↗
30. 10.1016/j.bios.2025.11799010.1016/j.bios.2025.117990 ↗
31. 10.1063/1.294665610.1063/1.2946656 ↗
32. 10.1063/1.345987710.1063/1.3459877 ↗
33. Rusni I. M. · 2017 · 1
34. 10.1016/j.proeng.2016.11.12710.1016/j.proeng.2016.11.127 ↗
35. 10.3390/s2221853410.3390/s22218534 ↗
36. 10.1109/TMTT.2020.297805110.1109/TMTT.2020.2978051 ↗
37. 10.1109/TMTT.2021.310959910.1109/TMTT.2021.3109599 ↗
38. 10.1038/s41598-018-34001-w10.1038/s41598-018-34001-w ↗
39. 10.1016/j.proeng.2015.08.59510.1016/j.proeng.2015.08.595 ↗
40. 10.1016/j.cocis.2011.01.00510.1016/j.cocis.2011.01.005 ↗
41. 10.1002/adhm.20210006210.1002/adhm.202100062 ↗
42. 10.1186/1476-4598-12-9210.1186/1476-4598-12-92 ↗
43. 10.1038/nm.188010.1038/nm.1880 ↗
44. 10.1038/cdd.2009.6910.1038/cdd.2009.69 ↗
45. 10.1002/jctb.150510.1002/jctb.1505 ↗
46. 10.1385/MB:26:3:23310.1385/MB:26:3:233 ↗
47. 10.3390/molecules2506129610.3390/molecules25061296 ↗
48. 10.1039/D4MH00714J10.1039/D4MH00714J ↗
49. 10.1021/acsomega.4c0519610.1021/acsomega.4c05196 ↗
50. 10.3390/bios1301003610.3390/bios13010036 ↗
51. 10.1002/smll.20250399010.1002/smll.202503990 ↗
52. 10.1021/acssensors.1c0017410.1021/acssensors.1c00174 ↗
53. Pozar D. M. · 2012
54. 10.1002/adfm.20251249010.1002/adfm.202512490 ↗
55. 10.1016/j.snb.2012.01.04410.1016/j.snb.2012.01.044 ↗
56. 10.1093/nar/29.24.516310.1093/nar/29.24.5163 ↗
57. 10.1021/acs.jpcb.0c0972310.1021/acs.jpcb.0c09723 ↗
58. 10.1073/pnas.140570211110.1073/pnas.1405702111 ↗
59. 10.7150/jca.2118010.7150/jca.21180 ↗
60. 10.1002/adhm.20210233210.1002/adhm.202102332 ↗