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Flynn CD, Chang D, Mahmud A, Yousefi H, Das J, Riordan KT, Sargent EH, Kelley SO. Biomolecular sensors for advanced physiological monitoring. NATURE REVIEWS BIOENGINEERING 2023; 1:1-16. [PMID: 37359771 PMCID: PMC10173248 DOI: 10.1038/s44222-023-00067-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/06/2023] [Indexed: 06/28/2023]
Abstract
Body-based biomolecular sensing systems, including wearable, implantable and consumable sensors allow comprehensive health-related monitoring. Glucose sensors have long dominated wearable bioanalysis applications owing to their robust continuous detection of glucose, which has not yet been achieved for other biomarkers. However, access to diverse biological fluids and the development of reagentless sensing approaches may enable the design of body-based sensing systems for various analytes. Importantly, enhancing the selectivity and sensitivity of biomolecular sensors is essential for biomarker detection in complex physiological conditions. In this Review, we discuss approaches for the signal amplification of biomolecular sensors, including techniques to overcome Debye and mass transport limitations, and selectivity improvement, such as the integration of artificial affinity recognition elements. We highlight reagentless sensing approaches that can enable sequential real-time measurements, for example, the implementation of thin-film transistors in wearable devices. In addition to sensor construction, careful consideration of physical, psychological and security concerns related to body-based sensor integration is required to ensure that the transition from the laboratory to the human body is as seamless as possible.
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Affiliation(s)
- Connor D. Flynn
- Department of Chemistry, Faculty of Arts & Science, University of Toronto, Toronto, ON Canada
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL USA
| | - Dingran Chang
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON Canada
| | - Alam Mahmud
- The Edward S. Rogers Sr Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON Canada
| | - Hanie Yousefi
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL USA
| | - Jagotamoy Das
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL USA
| | - Kimberly T. Riordan
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL USA
| | - Edward H. Sargent
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL USA
- The Edward S. Rogers Sr Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON Canada
- Department of Electrical and Computer Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL USA
| | - Shana O. Kelley
- Department of Chemistry, Faculty of Arts & Science, University of Toronto, Toronto, ON Canada
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL USA
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON Canada
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL USA
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Evanston, IL USA
- International Institute for Nanotechnology, Northwestern University, Evanston, IL USA
- Chan Zuckerberg Biohub Chicago, Chicago, IL USA
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Cheng S, Kaptein WA, Gruendig B, Yuen Y, Korf J, Renneberg R. Continuous Lactate Measurement that Combines a Portable Ultrafiltration Storage Device with an Enzyme Sensor. ANAL LETT 2000. [DOI: 10.1080/00032710008543180] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Schmidtke DW, Heller A. Accuracy of the one-point in vivo calibration of "wired" glucose oxidase electrodes implanted in jugular veins of rats in periods of rapid rise and decline of the glucose concentration. Anal Chem 1998; 70:2149-55. [PMID: 9608851 DOI: 10.1021/ac970932u] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The hypothesis of the feasibility of one-point in vivo calibration of intravenously implanted glucose sensors during periods of rapid rise and decline of venous blood glucose concentration was tested. Miniature (5 x 10(-4) cm2 mass transporting area) glucose electrodes with 10-90% response times < 2 min, that did not consume oxygen, were implanted in jugular veins of systemically heparinized rats and used in 4-h experiments, during which the blood glucose concentration was amperometrically monitored. The glucose electrodes were made by electrically connecting ("wiring") reaction centers of glucose oxidase through an electron-conducting redox hydrogel to gold electrode surfaces. The redox polymer and enzyme constituting the electrode sensing layer were immobilized by cross-linking, and thus the electrodes had no diffusional and readily leached redox mediator. One hour after their implantation, the electrodes accurately tracked the blood glucose concentration when calibrated in vivo by a one-point calibration, when the glucose concentration was steady, when rising rapidly, and when declining steeply. For an assumed 2-min lag time, the sensor readings were well correlated with the true blood glucose concentrations, with linear regression analysis yielding a slope of 0.97 +/- 0.07 and an intercept (bias) of 0.3 +/- 0.3 mM. The correlation coefficient, r2, was 0.949 +/- 0.020, and the percent difference through the 2-22 mM range was 1.9 +/- 1.0%. The results suggest that, in combination with understanding and modeling of transient physiological differences between the subcutaneous and the blood glucose concentrations, it will be possible to calibrate by one-point in vivo calibration subcutaneously implanted sensors, even while the glucose concentration changes rapidly.
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Affiliation(s)
- D W Schmidtke
- Department of Chemical Engineering, University of Texas at Austin 78712-1062, USA
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Kaptein WA, Kemper RH, Ruiters MH, Venema K, Tiessen RG, Korf J. Methodological aspects of glucose monitoring with a slow continuous subcutaneous and intravenous ultrafiltration system in rats. Biosens Bioelectron 1998; 12:967-76. [PMID: 9451788 DOI: 10.1016/s0956-5663(97)00052-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A method for the continuous ultrafiltration of venous blood or subcutaneous fluid is demonstrated with glucose monitoring in the living rat. Ultrafiltrate was withdrawn at a constant flow rate of approximately 100 nl/min. Glucose content of the ultrafiltrates was electrochemically determined with a flow injection analysis method and a bi-enzyme reactor. After glucose loading, the time course of glucose in the ultrafiltrate from the jugular vein was virtually identical, whereas that from the subcutaneous compartment was attenuated and the peaks blunted as compared to glucose levels in concomitantly assayed arterial blood. Our study demonstrates the potential of low rate ultrafiltration for monitoring metabolism with biosensor technology in vivo.
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Affiliation(s)
- W A Kaptein
- University and Academic Hospital of Groningen, The Netherlands.
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