Noninvasive wearable electroactive pharmaceutical monitoring for personalized therapeutics

Significance To achieve the mission of personalized medicine, centering on delivering the right drug to the right patient at the right dose, therapeutic drug monitoring solutions are necessary. By devising a surface engineering strategy, we created a voltammetric sensing interface, featuring an “undistorted potential window,” within which the target electroactive drug’s voltammetric response is dominant and interference is eliminated, rendering reliable target quantification in noninvasively retrievable biofluids (sweat and saliva). Leveraging this sensing interface, a fully integrated, wearable solution was constructed to seamlessly render drug readouts with minute-level temporal resolution. To inform its clinical utility, the solution was utilized to demonstrate noninvasive pharmacokinetic monitoring of a pharmaceutical (here, acetaminophen, a widely used analgesic and antipyretic) in a wearable format. To achieve the mission of personalized medicine, centering on delivering the right drug to the right patient at the right dose, therapeutic drug monitoring solutions are necessary. In that regard, wearable biosensing technologies, capable of tracking drug pharmacokinetics in noninvasively retrievable biofluids (e.g., sweat), play a critical role, because they can be deployed at a large scale to monitor the individuals’ drug transcourse profiles (semi)continuously and longitudinally. To this end, voltammetry-based sensing modalities are suitable, as in principle they can detect and quantify electroactive drugs on the basis of the target’s redox signature. However, the target’s redox signature in complex biofluid matrices can be confounded by the immediate biofouling effects and distorted/buried by the interfering voltammetric responses of endogenous electroactive species. Here, we devise a wearable voltammetric sensor development strategy—centering on engineering the molecule–surface interactions—to simultaneously mitigate biofouling and create an “undistorted potential window” within which the target drug’s voltammetric response is dominant and interference is eliminated. To inform its clinical utility, our strategy was adopted to track the temporal profile of circulating acetaminophen (a widely used analgesic and antipyretic) in saliva and sweat, using a surface-modified boron-doped diamond sensing interface (cross-validated with laboratory-based assays, R2 ∼ 0.94). Through integration of the engineered sensing interface within a custom-developed smartwatch, and augmentation with a dedicated analytical framework (for redox peak extraction), we realized a wearable solution to seamlessly render drug readouts with minute-level temporal resolution. Leveraging this solution, we demonstrated the pharmacokinetic correlation and significance of sweat readings.

[1]  Nicolas Widmer,et al.  The Steps to Therapeutic Drug Monitoring: A Structured Approach Illustrated With Imatinib , 2020, Frontiers in Pharmacology.

[2]  J Heikenfeld,et al.  Complete validation of a continuous and blood-correlated sweat biosensing device with integrated sweat stimulation. , 2018, Lab on a chip.

[3]  Pascal Mailley,et al.  Quasi-real time quantification of uric acid in urine using boron doped diamond microelectrode with in situ cleaning. , 2012, Analytical chemistry.

[4]  Kevin W Plaxco,et al.  Real-time measurement of small molecules directly in awake, ambulatory animals , 2017, Proceedings of the National Academy of Sciences.

[5]  L. H. Dall’Antonia,et al.  Simultaneous Square‐Wave Voltammetric Determination of Paracetamol, Caffeine and Orphenadrine in Pharmaceutical Formulations Using a Cathodically Pretreated Boron‐Doped Diamond Electrode , 2013 .

[6]  Sam Emaminejad,et al.  A rapid and low-cost fabrication and integration scheme to render 3D microfluidic architectures for wearable biofluid sampling, manipulation, and sensing. , 2019, Lab on a chip.

[7]  R. Rocha‐Filho,et al.  Square-Wave Voltammetric Determination of Paracetamol and Codeine in Pharmaceutical and Human Body Fluid Samples Using a Cathodically Pretreated Boron-Doped Diamond Electrode , 2015 .

[8]  Sam Emaminejad,et al.  A wearable freestanding electrochemical sensing system , 2020, Science Advances.

[9]  Shilpi Agarwal,et al.  Voltammetric techniques for the assay of pharmaceuticals--a review. , 2011, Analytical biochemistry.

[10]  Juan Carlos Moreno-Piraján,et al.  Effect of Solution pH on the Adsorption of Paracetamol on Chemically Modified Activated Carbons , 2017, Molecules.

[11]  Allen J. Bard,et al.  Electrochemical Methods: Fundamentals and Applications , 1980 .

[12]  Joseph Wang,et al.  Effect of Surface-Active Compounds on the Stripping Voltammetric Response of Bismuth Film Electrodes , 2001 .

[13]  Sam Emaminejad,et al.  Design Framework and Sensing System for Noninvasive Wearable Electroactive Drug Monitoring. , 2020, ACS sensors.

[14]  G Levy,et al.  Pharmacokinetics of acetaminophen elimination by anephric patients. , 1976, The Journal of pharmacology and experimental therapeutics.

[15]  SH Jang,et al.  Therapeutic drug monitoring: A patient management tool for precision medicine , 2016, Clinical pharmacology and therapeutics.

[16]  Jian Wang,et al.  Conductive diamond thin-films in electrochemistry , 2003 .

[17]  Gyoujin Cho,et al.  Methylxanthine Drug Monitoring with Wearable Sweat Sensors , 2018, Advanced materials.

[18]  Valentin V. Fadeev,et al.  Comments to guidelines for the treatment of hypothyroidism prepared by the American thyroid association task force on thyroid hormone replacement , 2015 .

[19]  Laurent Bazinet,et al.  Characterization of protein, peptide and amino acid fouling on ion-exchange and filtration membranes: Review of current and recently developed methods , 2015 .

[20]  Anne R Cappola,et al.  Guidelines for the treatment of hypothyroidism: prepared by the american thyroid association task force on thyroid hormone replacement. , 2014, Thyroid : official journal of the American Thyroid Association.

[21]  Frank A. Settle,et al.  Handbook of instrumental techniques for analytical chemistry , 1997 .

[22]  H. T. Soh,et al.  Closed-loop control of circulating drug levels in live animals , 2017, Nature Biomedical Engineering.

[23]  Wassana Yantasee,et al.  Electrochemical Sensors for the Detection of Lead and Other Toxic Heavy Metals: The Next Generation of Personal Exposure Biomonitors , 2007, Environmental health perspectives.

[24]  Jihan Huang,et al.  Sample sizes in dosage investigational clinical trials: a systematic evaluation , 2015, Drug design, development and therapy.

[25]  Brian Shine,et al.  Therapeutic drug monitoring in the era of precision medicine: opportunities! , 2016, British journal of clinical pharmacology.

[26]  J. Macpherson,et al.  A practical guide to using boron doped diamond in electrochemical research. , 2015, Physical chemistry chemical physics : PCCP.

[27]  Yasuaki Einaga,et al.  Surface Termination Effect of Boron‐Doped Diamond on the Electrochemical Oxidation of Adenosine Phosphate , 2016 .

[28]  Yasuaki Einaga,et al.  Continuous and selective measurement of oxytocin and vasopressin using boron-doped diamond electrodes , 2016, Scientific Reports.

[29]  Wei Zhang,et al.  Boron-doped diamond: current progress and challenges in view of electroanalytical applications , 2019, Analytical Methods.

[30]  Sam Emaminejad,et al.  Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform , 2017, Proceedings of the National Academy of Sciences.

[31]  Hiroaki Matsuda,et al.  Theory of differential pulse voltammetry at stationary planar electrodes , 1984 .

[32]  Rongsheng Chen,et al.  Dominant Factors Governing the Electron Transfer Kinetics and Electrochemical Biosensing Properties of Carbon Nanofiber Arrays. , 2016, ACS applied materials & interfaces.

[33]  Sandra Kraljević Pavelić,et al.  Personalized Medicine: The Path to New Medicine , 2016 .

[34]  Robert Hein,et al.  Antifouling Strategies for Selective In Vitro and In Vivo Sensing. , 2020, Chemical reviews.

[35]  Wei Gao,et al.  Wearable and flexible electronics for continuous molecular monitoring. , 2019, Chemical Society reviews.

[36]  Sam Emaminejad,et al.  Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis , 2016, Nature.

[37]  Sam Emaminejad,et al.  Natural Perspiration Sampling and in Situ Electrochemical Analysis with Hydrogel Micropatches for User-Identifiable and Wireless Chemo/Biosensing. , 2019, ACS sensors.

[38]  William Clarke,et al.  Clinical Challenges in Therapeutic Drug Monitoring: Special Populations, Physiological Conditions, and Pharmacogenomics , 2016 .

[39]  Wei Lu,et al.  Simultaneous determination of acetaminophen and oxycodone in human plasma by LC–MS/MS and its application to a pharmacokinetic study , 2018, Journal of pharmaceutical analysis.

[40]  William M. Lee,et al.  Acetaminophen‐induced acute liver failure: Results of a United States multicenter, prospective study , 2005, Hepatology.

[41]  T. Florence,et al.  Application of polymer-coated glassy carbon electrodes to the direct determination of trace metals in body fluids by anodic stripping voltammetry. , 1987, Analytical chemistry.

[42]  Michael S. Wolf,et al.  A Drug by Any Other Name: Patients' Ability to Identify Medication Regimens and Its Association With Adherence and Health Outcomes , 2013, Journal of health communication.

[43]  C. O. Chui,et al.  Point-of-Care Technologies for the Advancement of Precision Medicine in Heart , Lung , Blood , and Sleep Disorders , 2016 .

[44]  Benjamin A. Katchman,et al.  Accessing analytes in biofluids for peripheral biochemical monitoring , 2019, Nature Biotechnology.

[45]  Graeme E. Batley,et al.  Application of polymer-coated glassy carbon electrodes in anodic stripping voltammetry , 1987 .

[46]  Yixuan Huang,et al.  Protein adsorption behavior on reduced graphene oxide and boron-doped diamond investigated by electrochemical impedance spectroscopy , 2019, Carbon.

[47]  Eduard Brynda,et al.  Surfaces resistant to fouling from biological fluids: towards bioactive surfaces for real applications. , 2012, Macromolecular bioscience.

[48]  Krešimir Pavelić,et al.  Personalized Medicine-A New Medical and Social Challenge. , 2016 .

[49]  R. McCreery,et al.  Facile Preparation of Active Glassy Carbon Electrodes with Activated Carbon and Organic Solvents , 1999 .

[50]  M. Borin,et al.  Single dose bioavailability of acetaminophen following oral administration , 1989 .

[51]  W Bastain,et al.  Salivary excretion of paracetamol in man , 1973, The Journal of pharmacy and pharmacology.

[52]  Akira Fujishima,et al.  Selective Electrochemical Detection of Dopamine in the Presence of Ascorbic Acid at Anodized Diamond Thin Film Electrodes , 1999 .

[53]  Kazuya Maeda,et al.  A microsensing system for the in vivo real-time detection of local drug kinetics , 2017, Nature Biomedical Engineering.

[54]  D. A. Elliott Opportunities , 2020, Journal of the American Institute of Electrical Engineers.

[55]  Hongying Zhao,et al.  Conductive diamond: synthesis, properties, and electrochemical applications. , 2019, Chemical Society reviews.

[56]  D. Becker,et al.  Pharmacodynamic considerations for moderate and deep sedation. , 2011, Anesthesia progress.