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Sim D, Huang T, Kim SS. Peptide-Functionalized Carbon Nanotube Chemiresistors: The Effect of Nanotube Density on Gas Sensing. SENSORS (BASEL, SWITZERLAND) 2023; 23:8469. [PMID: 37896562 PMCID: PMC10611220 DOI: 10.3390/s23208469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 10/03/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023]
Abstract
Biorecognition element (BRE)-based carbon nanotube (CNT) chemiresistors have tremendous potential to serve as highly sensitive, selective, and power-efficient volatile organic compound (VOC) sensors. While many research groups have studied BRE-functionalized CNTs in material science and device development, little attention has been paid to optimizing CNT density to improve chemiresistor performance. To probe the effect of CNT density on VOC detection, we present the chemiresistor-based sensing results from two peptide-based CNT devices counting more than 60 different individual measurements. We find that a lower CNT density shows a significantly higher noise level and device-to-device variation while exhibiting mildly better sensitivity. Further investigation with SEM images suggests that moderately high CNT density with a stable connection of the nanotube network is desirable to achieve the best signal-to-noise ratio. Our results show an essential design guideline for tuning the nanotube density to provide sensitive and stable chemiresistors.
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Affiliation(s)
- Daniel Sim
- Air Force Research Laboratory (AFRL), 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA; (D.S.); (T.H.)
- Integrative Health & Performance Sciences Division, UES Inc., Dayton, OH 45432, USA
| | - Tiffany Huang
- Air Force Research Laboratory (AFRL), 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA; (D.S.); (T.H.)
| | - Steve S. Kim
- Air Force Research Laboratory (AFRL), 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA; (D.S.); (T.H.)
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2
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Biosensors in Parkinson's disease. Clin Chim Acta 2021; 518:51-58. [PMID: 33753044 DOI: 10.1016/j.cca.2021.03.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 03/08/2021] [Accepted: 03/12/2021] [Indexed: 12/21/2022]
Abstract
Parkinson's disease (PD) is one of the most critical disorders of the elderly and strongly associated with increased disability, and reduced quality of life. PD is a progressive neurodegenerative disease affecting more than six million people worldwide. Evaluation of clinical manifestations, as well as movement disorders by a neurologist and some routine laboratory tests are the most important diagnostic methods for PD. However, routine and old methods have several disadvantages and limitations such as low sensitivity and selectivity, high cost, and need for advanced equipment. Biosensors technology opens up new diagnoses approach for PD with the use of a new platform that allows reliable, repeatable, and multidimensional identification to be made with minimal problem and discomfort for patients. For instance, biosensing systems can provide promising tools for PD treatment and monitoring. Amongst biosensor technology, electrochemical techniques have been at the frontline of this progress, thanks to the developments in material science, such as gold nanoparticles (AuNPs), quantum dots (QDs), and carbon nanotubes (CNTs). This paper evaluates the latest progress in electrochemical and optical biosensors for PD diagnosis.
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Falk M, Psotta C, Cirovic S, Shleev S. Non-Invasive Electrochemical Biosensors Operating in Human Physiological Fluids. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6352. [PMID: 33171750 PMCID: PMC7664326 DOI: 10.3390/s20216352] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 11/03/2020] [Accepted: 11/04/2020] [Indexed: 12/14/2022]
Abstract
Non-invasive healthcare technologies are an important part of research and development nowadays due to the low cost and convenience offered to both healthcare receivers and providers. This work overviews the recent advances in the field of non-invasive electrochemical biosensors operating in secreted human physiological fluids, viz. tears, sweat, saliva, and urine. Described electrochemical devices are based on different electrochemical techniques, viz. amperometry, coulometry, cyclic voltammetry, and impedance spectroscopy. Challenges that confront researchers in this exciting area and key requirements for biodevices are discussed. It is concluded that the field of non-invasive sensing of biomarkers in bodily fluid is highly convoluted. Nonetheless, if the drawbacks are appropriately addressed, and the pitfalls are adroitly circumvented, the approach will most certainly disrupt current clinical and self-monitoring practices.
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Affiliation(s)
- Magnus Falk
- Department of Biomedical Science, Faculty of Health and Society, and Biofilms—Research Center for Biointerfaces, Malmö University, 20506 Malmö, Sweden; (M.F.); (C.P.); (S.C.)
| | - Carolin Psotta
- Department of Biomedical Science, Faculty of Health and Society, and Biofilms—Research Center for Biointerfaces, Malmö University, 20506 Malmö, Sweden; (M.F.); (C.P.); (S.C.)
- Aptusens AB, 293 94 Kyrkhult, Sweden
| | - Stefan Cirovic
- Department of Biomedical Science, Faculty of Health and Society, and Biofilms—Research Center for Biointerfaces, Malmö University, 20506 Malmö, Sweden; (M.F.); (C.P.); (S.C.)
| | - Sergey Shleev
- Department of Biomedical Science, Faculty of Health and Society, and Biofilms—Research Center for Biointerfaces, Malmö University, 20506 Malmö, Sweden; (M.F.); (C.P.); (S.C.)
- Aptusens AB, 293 94 Kyrkhult, Sweden
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Dorfman KD, Adrahtas DZ, Thomas MS, Frisbie CD. Microfluidic opportunities in printed electrolyte-gated transistor biosensors. BIOMICROFLUIDICS 2020; 14:011301. [PMID: 32002104 PMCID: PMC6984978 DOI: 10.1063/1.5131365] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 01/10/2020] [Indexed: 05/04/2023]
Abstract
Printed electrolyte-gated transistors (EGTs) are an emerging biosensor platform that leverage the facile fabrication engendered by printed electronics with the low voltage operation enabled by ion gel dielectrics. The resulting label-free, nonoptical sensors have high gain and provide sensing operations that can be challenging for conventional chemical field effect transistor architectures. After providing an overview of EGT device fabrication and operation, we highlight opportunities for microfluidic enhancement of EGT sensor performance via multiplexing, sample preconcentration, and improved transport to the sensor surface.
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Affiliation(s)
- Kevin D Dorfman
- Department of Chemical Engineering and Materials Science, University of Minnesota-Twin Cities, 421 Washington Ave. SE, Minneapolis, Minnesota 55455, USA
| | - Demetra Z Adrahtas
- Department of Chemical Engineering and Materials Science, University of Minnesota-Twin Cities, 421 Washington Ave. SE, Minneapolis, Minnesota 55455, USA
| | - Mathew S Thomas
- Department of Chemical Engineering and Materials Science, University of Minnesota-Twin Cities, 421 Washington Ave. SE, Minneapolis, Minnesota 55455, USA
| | - C Daniel Frisbie
- Department of Chemical Engineering and Materials Science, University of Minnesota-Twin Cities, 421 Washington Ave. SE, Minneapolis, Minnesota 55455, USA
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Jones LO, Mosquera MA, Schatz GC, Ratner MA. Molecular Junctions Inspired by Nature: Electrical Conduction through Noncovalent Nanobelts. J Phys Chem B 2019; 123:8096-8102. [PMID: 31525929 DOI: 10.1021/acs.jpcb.9b06255] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Charge transport occurs in a range of biomolecular systems, whose structures have covalent and noncovalent bonds. Understanding from these systems have yet to translate into molecular junction devices. We design junctions which have hydrogen-bonds between the edges of a series of prototype noncovalent nanobelts (NCNs) and vary the number of donor-acceptors to study their electrical properties. From frontier molecular orbitals (FMOs) and projected density of state (DOS) calculations, we found these NCN dimer junctions to have low HOMO-LUMO gaps and states at the Fermi level, suggesting these are metallic-like systems. Their conductance properties were studied with nonequilibrium Green's functions density functional theory (NEGF-DFT) and was found to decrease with cooperative H-bonding, that is, the conductance decreased as the alternating donor-acceptors around the nanobelts attenuates to a uniform distribution in the H-bonding arrays. The latter gave the highest conductance of 51.3 × 10-6 S and the Seebeck coefficient showed n-type (-36 to -39 μV K-1) behavior, while the lower conductors with alternating H-bonds are p-type (49.7 to 204 μV K-1). In addition, the NCNs have appreciable binding energies (19.8 to 46.1 kcal mol-1), implying they could form self-assembled monolayer (SAM) heterojunctions leading to a polymeric network for long-range charge transport.
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Affiliation(s)
- Leighton O Jones
- Department of Chemistry and the Materials Research Center , Northwestern University , Evanston , Illinois 60208 , United States
| | - Martín A Mosquera
- Department of Chemistry and the Materials Research Center , Northwestern University , Evanston , Illinois 60208 , United States
| | - George C Schatz
- Department of Chemistry and the Materials Research Center , Northwestern University , Evanston , Illinois 60208 , United States
| | - Mark A Ratner
- Department of Chemistry and the Materials Research Center , Northwestern University , Evanston , Illinois 60208 , United States
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Wearable sensors for monitoring the physiological and biochemical profile of the athlete. NPJ Digit Med 2019; 2:72. [PMID: 31341957 PMCID: PMC6646404 DOI: 10.1038/s41746-019-0150-9] [Citation(s) in RCA: 134] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 07/08/2019] [Indexed: 12/21/2022] Open
Abstract
Athletes are continually seeking new technologies and therapies to gain a competitive edge to maximize their health and performance. Athletes have gravitated toward the use of wearable sensors to monitor their training and recovery. Wearable technologies currently utilized by sports teams monitor both the internal and external workload of athletes. However, there remains an unmet medical need by the sports community to gain further insight into the internal workload of the athlete to tailor recovery protocols to each athlete. The ability to monitor biomarkers from saliva or sweat in a noninvasive and continuous manner remain the next technological gap for sports medical personnel to tailor hydration and recovery protocols per the athlete. The emergence of flexible and stretchable electronics coupled with the ability to quantify biochemical analytes and physiological parameters have enabled the detection of key markers indicative of performance and stress, as reviewed in this paper.
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Seshadri DR, Magliato S, Voos JE, Drummond C. Clinical translation of biomedical sensors for sports medicine. J Med Eng Technol 2019; 43:66-81. [PMID: 31119965 DOI: 10.1080/03091902.2019.1612474] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The digital health field has seen a surge in product development over the last decade, with product introductions ranging from wrist monitors, epidermal electronics, electronic pills and smart garments, much of these precipitated through the commercialisation and commoditisation of sensor technology. The emergence of wearable technology has recently garnered heightened interest by physicians and the general public. The convenient use of wireless technology to track and monitor physiological parameters, such as heart rate, distance, sleep and stress, has emerged to become relevant to patient care and human performance assessment. However, collecting data is not enough to inform clinical decision-making. It is essential to translate the acquired data into information relevant to clinicians. Our experiences tell us that team competencies must mirror the interdisciplinary technology itself. Thus, an interdisciplinary team blending expertise from engineering, medicine, and nursing is believed to be essential in translating wearable technology into the field. This review discusses the application of wearable sensors to monitor human performance assessment in domains necessitating accurate, reliable, and timely transmission of acquired bio-metric and bio-vital data. A key result disseminating from our investigations is the need to develop predictive models based off of the data acquired from wearable devices to necessitate the development of athlete-centred treatment plans to expedite the return-to-play time and to maximise performance.
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Affiliation(s)
- Dhruv R Seshadri
- a Department of Biomedical Engineering , Case Western Reserve University , Cleveland , OH , USA
| | - Samantha Magliato
- a Department of Biomedical Engineering , Case Western Reserve University , Cleveland , OH , USA
| | - James E Voos
- b University Hospitals Sports Medicine Institute , Cleveland , OH , USA
| | - Colin Drummond
- a Department of Biomedical Engineering , Case Western Reserve University , Cleveland , OH , USA
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Ilea A, Andrei V, Feurdean CN, Băbțan AM, Petrescu NB, Câmpian RS, Boșca AB, Ciui B, Tertiș M, Săndulescu R, Cristea C. Saliva, a Magic Biofluid Available for Multilevel Assessment and a Mirror of General Health-A Systematic Review. BIOSENSORS-BASEL 2019; 9:bios9010027. [PMID: 30769890 PMCID: PMC6468816 DOI: 10.3390/bios9010027] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/01/2019] [Accepted: 02/09/2019] [Indexed: 02/07/2023]
Abstract
Background: Saliva has been recently proposed as an alternative to classic biofluid analyses due to both availability and reliability regarding the evaluation of various biomarkers. Biosensors have been designed for the assessment of a wide spectrum of compounds, aiding in the screening, diagnosis, and monitoring of pathologies and treatment efficiency. This literature review aims to present the development in the biosensors research and their utility using salivary assessment. Methods: a comprehensive literature search has been conducted in the PubMed database, using the keywords “saliva” and “sensor”. A two-step paper selection algorithm was devised and applied. Results: The 49 papers selected for the present review focused on assessing the salivary biomarkers used in general diseases, oral pathologies, and pharmacology. The biosensors proved to be reliable tools for measuring the salivary levels of biochemical metabolic compounds such as glucose, proteinases and proteins, heavy metals and various chemical compounds, microorganisms, oncology markers, drugs, and neurotransmitters. Conclusions: Saliva is a biofluid with a significant clinical applicability for the evaluation and monitoring of a patient’s general health. Biosensors designed for assessing a wide range of salivary biomarkers are emerging as promising diagnostic or screening tools for improving the patients’ quality of life.
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Affiliation(s)
- Aranka Ilea
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Oral Rehabilitation, Oral Health and Dental Office Management, Faculty of Dentistry, 400012 Cluj-Napoca, Romania.
| | - Vlad Andrei
- DMD, Rezident doctor in Periodontology, Clinical County Hospital, 540136 Târgu Mureș, Romania.
| | - Claudia Nicoleta Feurdean
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Oral Rehabilitation, Oral Health and Dental Office Management, Faculty of Dentistry, 400012 Cluj-Napoca, Romania.
| | - Anida-Maria Băbțan
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Oral Rehabilitation, Oral Health and Dental Office Management, Faculty of Dentistry, 400012 Cluj-Napoca, Romania.
| | - Nausica Bianca Petrescu
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Oral Rehabilitation, Oral Health and Dental Office Management, Faculty of Dentistry, 400012 Cluj-Napoca, Romania.
| | - Radu Septimiu Câmpian
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Oral Rehabilitation, Oral Health and Dental Office Management, Faculty of Dentistry, 400012 Cluj-Napoca, Romania.
| | - Adina Bianca Boșca
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Histology, Faculty of Medicine, 400349 Cluj, Romania.
| | - Bianca Ciui
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Analytical Chemistry, Faculty of Pharmacy, 400349 Cluj, Romania.
| | - Mihaela Tertiș
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Analytical Chemistry, Faculty of Pharmacy, 400349 Cluj, Romania.
| | - Robert Săndulescu
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Analytical Chemistry, Faculty of Pharmacy, 400349 Cluj, Romania.
| | - Cecilia Cristea
- Iuliu Haţieganu" University of Medicine and Pharmacy Cluj-Napoca, Department of Analytical Chemistry, Faculty of Pharmacy, 400349 Cluj, Romania.
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Marvin RK, Saepoo MB, Ye S, White DB, Liu R, Hensley K, Rega P, Kazan V, Giovannucci DR, Isailovic D. Salivary protein changes in response to acute stress in medical residents performing advanced clinical simulations: a pilot proteomics study. Biomarkers 2017; 22:372-382. [PMID: 28055279 DOI: 10.1080/1354750x.2017.1279215] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
CONTEXT Quantitative changes of salivary proteins due to acute stress were detected. OBJECTIVE To explore protein markers of stress in saliva of eight medical residents who performed emergency medicine simulations. MATERIALS AND METHODS Saliva was collected before the simulations, after the simulations, and following morning upon waking. Proteins were separated by sodium dodecyl sulphate-polyacrylamide gel electrophoresis (SDS-PAGE), identified by mass spectrometry (MS), and relatively quantified by densitometry. RESULTS Salivary alpha-amylase and S-type cystatins significantly increased, while the ∼26 kDa and low-molecular weight (MW) (<10 kDa) SDS-PAGE bands exhibited changes after stress. DISCUSSION AND CONCLUSION Alpha-amylase and cystatins are potential salivary markers of acute stress, but further validation should be performed using larger sample populations.
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Affiliation(s)
- Rachel K Marvin
- a Department of Chemistry and Biochemistry , University of Toledo , Toledo , OH , USA
| | | | - Simiao Ye
- c Department of Mathematics and Statistics , University of Toledo , Toledo , OH , USA
| | - Donald B White
- c Department of Mathematics and Statistics , University of Toledo , Toledo , OH , USA
| | - Rong Liu
- c Department of Mathematics and Statistics , University of Toledo , Toledo , OH , USA
| | - Kenneth Hensley
- d Department of Pathology , University of Toledo, Toledo , OH, USA
| | - Paul Rega
- e Department of Emergency Medicine , University of Toledo , Toledo , OH , USA
| | - Viviane Kazan
- e Department of Emergency Medicine , University of Toledo , Toledo , OH , USA
| | | | - Dragan Isailovic
- a Department of Chemistry and Biochemistry , University of Toledo , Toledo , OH , USA
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