Multiplexed SERS Profiling of Gout Biomarkers in Sweat via Polymer-Mediated Ag Nanoflakes
Source abstract
Abstract
Personalized management of gout requires profiling multiple metabolites over time. Sweat offers a noninvasive matrix for such profiling. However, simultaneous detection of trace metabolic precursors amidst a complex chemical background remains a major analytical challenge. In this study, a flexible surface-enhanced Raman spectroscopy (SERS) substrate is developed for the multiplexed monitoring of a gout biomarker panel, including uric acid (UA), xanthine, hypoxanthine, and creatinine. The sensor is fabricated via in situ droplet-grown Ag nanostructures on microwell-patterned polydimethylsiloxane (PDMS), ensuring robust mechanical integration. The results demonstrate that polyvinylpyrrolidone (PVP)-mediated synthesis is critical for optimizing SERS performance. PVP drives a morphological transition from spherical nanoparticles to sharp-edged Ag "nanoflakes," while reducing competitive adsorption from abundant sweat interferents. The optimized platform achieves an LOD of 5 μM for UA, a 2-fold improvement over the unmodified substrate, with a linear quantification range of 5-100 μM. Clinical potential was validated by analyzing real human sweat, identifying UA in 16 of 20 samples and capturing diet-induced metabolic fluctuations. Furthermore, the device exhibits exceptional mechanical resilience, retaining signal stability under 50% tensile strain and cyclic fatigue. This work advances a robust, high-sensitivity pathway toward wearable chemical sensing by bridging plasmonic nanofabrication with sweat-based multiplexed monitoring.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Gold and Silver Nanoparticles Synthesis and Applications · Spectroscopy Techniques in Biomedical and Chemical Research · Innovative Microfluidic and Catalytic Techniques Innovation
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Chemical and Materials Engineering
University of Alberta
Department of Civil and Environmental Engineering, School of Mining and Petroleum Engineering
Funding
Canada Research Chairs · China Scholarship Council · Natural Sciences and Engineering Research Council of Canada · Alberta Innovates
References (54)
Show source-provided references
1. 10.1038/s41584-020-0441-110.1038/s41584-020-0441-1 ↗
2. 10.1093/rheumatology/kez47610.1093/rheumatology/kez476 ↗
3. 10.1038/s41584-018-0004-x10.1038/s41584-018-0004-x ↗
4. 10.1080/10408398.2025.247523810.1080/10408398.2025.2475238 ↗
5. 10.1080/03007995.2016.121884010.1080/03007995.2016.1218840 ↗
6. 10.1021/acs.analchem.2c0561310.1021/acs.analchem.2c05613 ↗
7. 10.1002/adfm.20200813010.1002/adfm.202008130 ↗
8. 10.1021/acsnano.9b0422410.1021/acsnano.9b04224 ↗
9. 10.1039/C7CS00786H10.1039/C7CS00786H ↗
10. 10.1021/acs.chemrev.2c0031610.1021/acs.chemrev.2c00316 ↗
11. 10.1021/acsami.4c1750210.1021/acsami.4c17502 ↗
12. 10.1021/acs.nanolett.4c0426710.1021/acs.nanolett.4c04267 ↗
13. 10.1126/sciadv.abn173610.1126/sciadv.abn1736 ↗
14. 10.1007/s10118-025-3373-z10.1007/s10118-025-3373-z ↗
15. 10.1021/acsanm.4c0506310.1021/acsanm.4c05063 ↗
16. 10.1007/s12274-022-5064-110.1007/s12274-022-5064-1 ↗
17. 10.1016/j.foodchem.2024.14193510.1016/j.foodchem.2024.141935 ↗
18. 10.1016/j.indcrop.2024.12045310.1016/j.indcrop.2024.120453 ↗
19. 10.1016/j.talanta.2025.12870210.1016/j.talanta.2025.128702 ↗
20. 10.1016/j.microc.2025.11552610.1016/j.microc.2025.115526 ↗
21. 10.1002/smll.20180468310.1002/smll.201804683 ↗
22. 10.1016/j.cej.2023.14401910.1016/j.cej.2023.144019 ↗
23. 10.1002/adma.20240557610.1002/adma.202405576 ↗
24. 10.1021/acsami.4c1389310.1021/acsami.4c13893 ↗
25. 10.1002/adfm.20240246610.1002/adfm.202402466 ↗
26. 10.1021/acs.analchem.6b0458810.1021/acs.analchem.6b04588 ↗
27. 10.1002/jcla.2286810.1002/jcla.22868 ↗
28. 10.1016/j.jpha.2013.11.00310.1016/j.jpha.2013.11.003 ↗
29. 10.1021/acsomega.8b0217410.1021/acsomega.8b02174 ↗
30. 10.1021/jp304932g10.1021/jp304932g ↗
31. 10.1016/j.aca.2025.34382910.1016/j.aca.2025.343829 ↗
32. Huang C.-T. · Chin J. Physiol · 2002 · 45 · 109
33. 10.1038/s41587-019-0321-x10.1038/s41587-019-0321-x ↗
34. 10.1039/C9LC00103D10.1039/C9LC00103D ↗
35. 10.1021/acsanm.3c0346910.1021/acsanm.3c03469 ↗
36. 10.3389/fphys.2023.126988510.3389/fphys.2023.1269885 ↗
37. 10.1164/ajrccm/136.1.9810.1164/ajrccm/136.1.98 ↗
38. 10.1016/j.enzmictec.2023.11037710.1016/j.enzmictec.2023.110377 ↗
39. 10.1016/j.jallcom.2019.06.25810.1016/j.jallcom.2019.06.258 ↗
40. 10.1007/s00604-023-06047-910.1007/s00604-023-06047-9 ↗
41. 10.1039/D2NR06762E10.1039/D2NR06762E ↗
42. 10.1021/acs.nanolett.5b0420410.1021/acs.nanolett.5b04204 ↗
43. 10.1016/j.cej.2023.14595310.1016/j.cej.2023.145953 ↗
44. 10.1016/j.snb.2025.13839210.1016/j.snb.2025.138392 ↗
45. 10.1039/D3LC01094E10.1039/D3LC01094E ↗
46. 10.1016/j.saa.2023.12263110.1016/j.saa.2023.122631 ↗
47. 10.1016/j.bios.2024.11666210.1016/j.bios.2024.116662 ↗
48. 10.1021/acssensors.5c0174510.1021/acssensors.5c01745 ↗
49. 10.1016/j.talanta.2025.12803910.1016/j.talanta.2025.128039 ↗
50. 10.1021/acs.analchem.5c0286710.1021/acs.analchem.5c02867 ↗
51. 10.1364/PRJ.56142610.1364/PRJ.561426 ↗
52. 10.1002/admi.20220014610.1002/admi.202200146 ↗
53. 10.1021/acs.analchem.4c0653410.1021/acs.analchem.4c06534 ↗
54. 10.1016/j.watres.2023.11966810.1016/j.watres.2023.119668 ↗