Optimization of printed sensors to monitor sodium, ammonium, and lactate in sweat
Source abstract
Abstract
We describe the optimization of a flexible printed electrochemical sensing platform to monitor sodium ion (Na+), ammonium ion (NH4+), and lactate in human sweat. We used previously reported material systems and adapted them to scalable fabrication techniques. In the case of potentiometric Na+ and NH4+ sensors, ion-selective electrodes (ISEs) required minimum optimization beyond previously reported protocols, while a reference electrode had to be modified in order to achieve a stable response. We incorporated a carbon nanotube (CNT) layer between the membrane and the silver/silver chloride (Ag/AgCl) layer to act as a surface for adsorption and retention of Cl−. The resulting reference electrode showed minimal potential variation up to 0.08 mV in the solutions with Cl concentration varying from 0.1 mM to 100 mM. Increasing the ionophore content in the NH4+ ISE sensing membrane eliminated an offset in the potential readout, while incorporating CNTs into the sensing membranes had a marginal effect on the sensitivity of both Na+ and NH4+ sensors. Na+ and NH4+ sensors showed a stable near-Nernstian response with sensitivities of 60.0 ± 4.0 mV and 56.2 ± 2.3 mV, respectively, long-term stability for at least 60 min of continuous operation, and selectivity to Na+ and NH4+. For the lactate sensor, we compared the performance of the tetrathiafulvalene mediated lactate oxidase based working electrode with and without diffusion-limiting polyvinyl chloride membrane. The working electrodes with and without the membrane showed sensitivities of 3.28 ± 8 A/mM and 0.43 ± 0.11 μA/mM with a linear range up to 20 mM and 30 mM lactate, respectively.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Analytical Chemistry and Sensors · Advanced Sensor and Energy Harvesting Materials · Conducting polymers and applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Materials Science and Engineering, University of California Berkeley, Berkeley 1 , 2607 Hearst Ave., Berkeley, California 94720, USA
Department of Electrical and Computer Engineering, University of California Berkeley, Berkeley 2 , 2626 Hearst Ave., Berkeley, California 94720, USA
Funding
National Science Foundation
References (58)
Show source-provided references
1. Wearable sensors: Modalities, challenges, and prospects10.1039/c7lc00914c ↗
2. Non-invasive analyte access and sensing through eccrine sweat: Challenges and outlook circa 201610.1002/elan.201600018 ↗
3. Stretchable, wireless sensors and functional substrates for epidermal characterization of sweat10.1002/smll.201400483 ↗
4. A wearable conductivity sensor for wireless real-time sweat monitoring10.1016/j.snb.2015.12.034 ↗
5. Thin, soft, skin-mounted microfluidic networks with capillary bursting valves for chrono-sampling of sweat10.1002/adhm.201601355 ↗
6. A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat10.1126/scitranslmed.aaf2593 ↗
7. Skin-worn soft microfluidic potentiometric detection system10.1002/elan.201800414 ↗
8. Regional and correlative sweat analysis using high-throughput microfluidic sensing patches toward decoding sweat10.1126/sciadv.aaw9906 ↗
9. A multi-modal sweat sensing patch for cross-verification of sweat rate, total ionic charge, and Na+ concentration10.1039/c9lc00598f ↗
10. Bio-sensing textile based patch with integrated optical detection system for sweat monitoring10.1016/j.snb.2009.02.032 ↗
11. Emerging cytokine biosensors with optical detection modalities and nanomaterial-enabled signal enhancement10.3390/s17020428 ↗
12. Non-invasive wearable electrochemical sensors: A review10.1016/j.tibtech.2014.04.005 ↗
13. Proteomic analysis of eccrine sweat: Implications for the discovery of schizophrenia biomarker proteins10.1021/pr2007957 ↗
14. Wearable sweat sensors10.1038/s41928-018-0043-y ↗
15. Electrochemical tattoo biosensors for real-time noninvasive lactate monitoring in human perspiration10.1021/ac401573r ↗
16. A potentiometric tattoo sensor for monitoring ammonium in sweat10.1039/c3an01672b ↗
17. A wearable electrochemical sensor for the real-time measurement of sweat sodium concentration10.1039/b9ay00184k ↗
18. Noninvasive alcohol monitoring using a wearable tattoo-based iontophoretic-biosensing system10.1021/acssensors.6b00356 ↗
19. Porous enzymatic membrane for nanotextured glucose sweat sensors with high stability toward reliable noninvasive health monitoring10.1002/adfm.201902521 ↗
20. Wearable temporary tattoo sensor for real-time trace metal monitoring in human sweat10.1016/j.elecom.2014.11.024 ↗
21. Gold nanoparticles-induced enhancement of the analytical response of an electrochemical biosensor based on an organic-inorganic hybrid composite material10.1016/j.talanta.2009.07.064 ↗
22. Amperometric detection of L-lactate using nitrogen-doped carbon nanotubes modified with lactate oxidase10.1021/ac2016272 ↗
23. Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring10.1016/j.bios.2013.11.039 ↗
24. A fully integrated and self-powered smartwatch for continuous sweat glucose monitoring10.1021/acssensors.9b00891 ↗
25. A wearable multisensing patch for continuous sweat monitoring10.1016/j.bios.2016.09.038 ↗
26. Adhesive RFID sensor patch for monitoring of sweat electrolytes10.1109/TBME.2014.2369991 ↗
27. Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform10.1073/pnas.1701740114 ↗
28. A wearable electrochemical platform for noninvasive simultaneous monitoring of Ca2+ and pH10.1021/acsnano.6b04005 ↗
29. Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis10.1038/nature16521 ↗
30. A wearable chemical–electrophysiological hybrid biosensing system for real-time health and fitness monitoring10.1038/ncomms11650 ↗
31. Heat cramps: Fluid and electrolyte challenges during tennis in the heat10.1016/s1440-2440(03)80005-1 ↗
32. Biochemistry of exercise-induced metabolic acidosis10.1152/ajpregu.00114.2004 ↗
33. Lactate in human sweat: A critical review of research to the present day10.1007/s12576-012-0213-z ↗
34. The microfluidics of the eccrine sweat gland, including biomarker partitioning, transport, and biosensing implications10.1063/1.4921039 ↗
35. Effect of a low-carbohydrate diet on plasma and sweat ammonia concentrations during prolonged nonexhausting exercise10.1007/bf00601811 ↗
36. Plasma ammonia is the principal source of ammonia in sweat10.1007/bf00705070 ↗
37. Stable full-inkjet-printed solid-state Ag/AgCl reference electrode10.1021/acs.analchem.9b03441 ↗
38. A reference electrode based on polyvinyl butyral (PVB) polymer for decentralized chemical measurements10.1016/j.aca.2014.02.028 ↗
39. A polymeric junction membrane for solid-state reference electrodes10.1016/j.aca.2005.06.011 ↗
40. An all-solid-state reference electrode based on the layer-by-layer polymer coating10.1039/b706905g ↗
41. Fabrication and characterization of planar screen-printed Ag/AgCl reference electrode for disposable sensor strip10.1143/jjap.49.097003 ↗
42. Solid-state reference electrodes for potentiometric sensors10.1007/s10008-008-0574-7 ↗
43. Highly stretchable potentiometric ion sensor based on surface strain redistributed fiber for sweat monitoring10.1016/j.talanta.2020.120869 ↗
44. Integrated textile sensor patch for real-time and multiplex sweat analysis10.1126/sciadv.aax0649 ↗
45. Wearable potentiometric sensors based on commercial carbon fibres for monitoring sodium in sweat10.1002/elan.201600070 ↗
46. Skin-attachable, stretchable electrochemical sweat sensor for glucose and pH detection10.1021/acsami.8b03342 ↗
47. Roll-to-roll gravure printed electrochemical sensors for wearable and medical devices10.1021/acsnano.8b02505 ↗
48. Ion-selective electrodes using carbon nanotubes as ion-to-electron transducers10.1021/ac071156l ↗
49. Ion-selective electrodes using multi-walled carbon nanotubes as ion-to-electron transducers for the detection of perchlorate10.1039/b908224g ↗
50. Wearable potentiometric ion patch for on-body electrolyte monitoring in sweat: Toward a validation strategy to ensure physiological relevance10.1021/acs.analchem.9b02126 ↗
51. 2001
52. Mass production of biosensors10.1021/ac00059a001 ↗
53. Printed, flexible lactate sensors: Design considerations before performing on-body measurements10.1038/s41598-019-49689-7 ↗
54. Polymer-based, flexible glutamate and lactate microsensors for in vivo applications10.1016/j.bios.2014.05.014 ↗
55. An amperometric lactate sensor employing tetrathiafulvalene in Nafion film as electron shuttle10.1016/0013-4686(95)00099-z ↗
56. Application of tetrathiafulvalene-modified carbon nanotubes to preparation of integrated mediating system for bioelectrocatalytic oxidation of glucose10.1002/elan.200804396 ↗
57. Tetrathiafulvalene-mediated biosensor for L-lactate in dairy products10.1111/j.1365-2621.1995.tb05610.x ↗
58. Biosensors based on electrochemical lactate detection: A comprehensive review10.1016/j.bbrep.2015.11.010 ↗