TY - JOUR
T1 - Cellulose-based laser-induced graphene devices for electrochemical monitoring of bacterial phenazine production and viability
AU - Butler, Derrick
AU - Kammarchedu, Vinay
AU - Zhou, Keren
AU - Peeke, Lachlan
AU - Lyle, Luke
AU - Snyder, David W.
AU - Ebrahimi, Aida
N1 - Funding Information:
Aida Ebrahimi (Senior Member, IEEE) received her BSc and MSc degrees in electrical engineering from University of Tehran, Iran. Following completion of her Ph.D. studies in electrical and computer engineering, Purdue University (Indiana, USA), Dr. Ebrahimi joined the Pennsylvania State University as an Assistant Professor of Electrical Engineering. At Penn State, she also holds a courtesy appointment in the department of Biomedical Engineering. Dr. Ebrahimi is a recipient of several awards and scholarships for outstanding research performance, including Rustum and Della Roy Innovation in Materials Research Award (Penn State, 2022), NIH: NIBIB Trailblazer Award (2021), Scialog Fellow in Microbiome, Neurobiology and Disease (Research Corporation for Science Advancement, 2020), the Materials-Life Science Convergence Award (Penn State, 2018), Bilsland Dissertation Fellowship Award (Purdue University, 2015), Rising Star in EECS (MIT, 2015), among others. Dr. Ebrahimi is a member of the IEEE Electron Device Society (EDS), the IEEE Engineering in Medicine and Biology Society (EMBS), the Electrochemical Society (ECS), and the Materials Research Society (MRS).
Funding Information:
This work was partially supported by NSF:I/UCRC Phase II: Center for Atomically Thin Multifunctional Coatings (ATOMIC; Award #2113864 ) and the National Institutes of Health (awards R21EB031354 and R21GM132793 ). The content of this report is solely the responsibility of the authors and does not necessarily represent the official views of the National Science Foundation (NSF) or National Institutes of Health (NIH). The PA14 strain (NR-50573) was obtained through BEI Resources, NIH: National Institute of Allergy and Infectious Diseases (NIAID). The authors would also like to acknowledge the resources and staff of the Materials Characterization Laboratory at Penn State, especially Dr. Max Wetherington for helpful discussions related to the Raman measurements.
Funding Information:
This work was partially supported by NSF:I/UCRC Phase II: Center for Atomically Thin Multifunctional Coatings (ATOMIC; Award #2113864) and the National Institutes of Health (awards R21EB031354 and R21GM132793). The content of this report is solely the responsibility of the authors and does not necessarily represent the official views of the National Science Foundation (NSF) or National Institutes of Health (NIH). The PA14 strain (NR-50573) was obtained through BEI Resources, NIH: National Institute of Allergy and Infectious Diseases (NIAID). The authors would also like to acknowledge the resources and staff of the Materials Characterization Laboratory at Penn State, especially Dr. Max Wetherington for helpful discussions related to the Raman measurements.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2023/3/1
Y1 - 2023/3/1
N2 - As an easily disposable substrate with a microporous texture, paper is a well-suited, generic substrate to build analytical devices for studying bacteria. Using a multi-pass lasing process, cellulose-based laser-induced graphene (cLIG) with a sheet resistance of 43.7 ± 2.3 Ω sq-1 is developed and utilized in the fabrication of low-cost and environmentally-friendly paper-based sensor arrays. Two case studies with Pseudomonas aeruginosa and Escherichia coli demonstrate the practicality of the cLIG sensors for the electrochemical analysis of bacteria. The first study measures the time-dependent profile of phenazines, such as pyocyanin, released from both planktonic (up to 60 h) and on-chip-grown (up to 22 h) Pseudomonas aeruginosa cultures. While similarities do exist, marked differences in phenazine production are seen with cells grown directly on cLIG compared to the planktonic culture. Moreover, in planktonic cultures, pyocyanin levels increase early on and plateau around 20 h, while optical density measurements increase monotonically over the duration of testing. The second study monitors the viability and metabolic activity of Escherichia coli using a resazurin-based electrochemical assay. These results demonstrate the utility of cLIG-based sensors as an inexpensive and versatile platform for monitoring bacteria and could enable new opportunities in high-throughput antibiotic susceptibility testing, ecological studies, and biofilm studies.
AB - As an easily disposable substrate with a microporous texture, paper is a well-suited, generic substrate to build analytical devices for studying bacteria. Using a multi-pass lasing process, cellulose-based laser-induced graphene (cLIG) with a sheet resistance of 43.7 ± 2.3 Ω sq-1 is developed and utilized in the fabrication of low-cost and environmentally-friendly paper-based sensor arrays. Two case studies with Pseudomonas aeruginosa and Escherichia coli demonstrate the practicality of the cLIG sensors for the electrochemical analysis of bacteria. The first study measures the time-dependent profile of phenazines, such as pyocyanin, released from both planktonic (up to 60 h) and on-chip-grown (up to 22 h) Pseudomonas aeruginosa cultures. While similarities do exist, marked differences in phenazine production are seen with cells grown directly on cLIG compared to the planktonic culture. Moreover, in planktonic cultures, pyocyanin levels increase early on and plateau around 20 h, while optical density measurements increase monotonically over the duration of testing. The second study monitors the viability and metabolic activity of Escherichia coli using a resazurin-based electrochemical assay. These results demonstrate the utility of cLIG-based sensors as an inexpensive and versatile platform for monitoring bacteria and could enable new opportunities in high-throughput antibiotic susceptibility testing, ecological studies, and biofilm studies.
UR - http://www.scopus.com/inward/record.url?scp=85144049941&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85144049941&partnerID=8YFLogxK
U2 - 10.1016/j.snb.2022.133090
DO - 10.1016/j.snb.2022.133090
M3 - Article
C2 - 36644326
AN - SCOPUS:85144049941
SN - 0925-4005
VL - 378
JO - Sensors and Actuators B: Chemical
JF - Sensors and Actuators B: Chemical
M1 - 133090
ER -