Biohybrid volatile organic compound sensing system

被引:0
|
作者
Steel, Elisabeth M. [1 ,2 ]
Brooks, Zachary E. [1 ,2 ]
Kornexl, Maegan [1 ,2 ]
Vijai, Nikhil [2 ]
Hawkins, M. Aaron [1 ,2 ]
Dixon, Angela [3 ]
Willis, Mark [3 ]
Kim, Steve S. [1 ]
机构
[1] Air Force Res Lab AFRL, Human Performance Wing 711, Dayton, OH 45402 USA
[2] BlueHalo LLC, 4401 Dayton Xenia Rd, Dayton, OH 45432 USA
[3] Case Western Reserve Univ, Dept Biol, 2080 Adelbert Rd, Cleveland, OH 44106 USA
关键词
olfaction; neural network; volatile organic compounds; VOCs; chemical sensor; Low SWaP; MOTH;
D O I
10.1109/NAECON61878.2024.10670636
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A biohybrid sensor is reported to integrate live insect antennae with microelectrode arrays. High resolution recording of voltage responses generated by olfactory sensory neurons (OSNs) were obtained in response to a panel of four volatile organic compounds (VOCs) at two concentrations, 20 parts per billion (ppb) and 20 parts per million (ppm). Biohybrid sensor lifetime was sustained by a novel microfluidic platform with sensor responses acquired at 24 hours, 48 hours, 7 days, and 14 days post resection of antenna from the host. VOC identity was classified by providing OSN firing rate histograms as input into a multilayer perceptron artificial neural network (MLP ANN). Biohybrid sensor response was found to be affected by anatomical location and VOC identity and thus influenced classification accuracies. Significant classification accuracies were achieved at the 24-hour and 14-day timepoints. Toluene at the 14-day timepoint elicited a unique response resulting in 100% classification at the distal anatomical location. We believe this works provides a framework for utilizing biohybrid sensing systems for VOC detection and identification.
引用
收藏
页码:251 / 256
页数:6
相关论文
共 50 条
  • [21] Volatile Organic Compound Sensing Array and Optoelectronic Filter System using Ion-Pairing Dyes with a Wide Visible Spectrum
    Kim, Donghyun
    Hwang, Ki-Seob
    Koh, Won-Gun
    Lee, Chanmin
    Lee, Jun-Young
    ADVANCED MATERIALS, 2022, 34 (35)
  • [22] Geometry of the Inkjet-Printed Sensing Layer for a Better Volatile Organic Compound Sensor Response
    Del Mauro, A. De Girolamo
    Grimaldi, I. A.
    Loffredo, F.
    Massera, E.
    Polichetti, T.
    Villani, F.
    Di Francia, G.
    JOURNAL OF APPLIED POLYMER SCIENCE, 2011, 122 (06) : 3644 - 3650
  • [23] Solution processing grown Alq3 microwires for volatile organic compound vapor sensing
    Altindal, Ahmet, 1600, American Scientific Publishers (12):
  • [24] Enhanced volatile organic compound sensing properties of BiFeO3 by carbon fibres addition
    Oughanem, M'hand
    Douani, Rachida
    Lamrani, Nouara
    Guhel, Yannick
    Chaouchi, Ahcene
    Boudart, Bertrand
    PROCESSING AND APPLICATION OF CERAMICS, 2022, 16 (04) : 310 - 320
  • [25] Fabrication of Hierarchical SnO2 Nanocrystals and Their Sensing Properties to Volatile Organic Compound Vapors
    Chen, Deliang
    Li, Tao
    Yin, Li
    Zhang, Rui
    Li, Xinjian
    CHINA POSTDOCTORAL FORUM ON MATERIALS SCIENCE AND ENGINEERING, 2011, 266 : 1 - +
  • [26] Recent Advances in Sensing Materials Targeting Clinical Volatile Organic Compound (VOC) Biomarkers: A Review
    Pathak, Akhilesh Kumar
    Swargiary, Kankan
    Kongsawang, Nuntaporn
    Jitpratak, Pannathorn
    Ajchareeyasoontorn, Noppasin
    Udomkittivorakul, Jade
    Viphavakit, Charusluk
    BIOSENSORS-BASEL, 2023, 13 (01):
  • [27] Volatile Organic Compound Sensing by Quartz Crystal Microbalances Coated with Nanostructured Macromolecular Metal Complexes
    Kimura, M.
    Sugawara, M.
    Sato, S.
    Fukawa, T.
    Mihara, T.
    CHEMISTRY-AN ASIAN JOURNAL, 2010, 5 (04) : 869 - 876
  • [28] Application of an Asterisk Plate in the Flow Diversion of the Volatile Organic Compound Removal System
    Liang, Wen-Jun
    Ju, Hao-Lin
    Ren, Si-Da
    Li, Xiang
    Journal of Environmental Engineering (United States), 2021, 147 (12):
  • [29] Volatile organic compound emission control using a fluidized bed adsorption system
    Slay, J
    Goltz, R
    Rainwater, B
    Danielsson, M
    1996 INTERNATIONAL ENVIRONMENTAL CONFERENCE BOOKS 1 AND 2: PARTNERS IN GLOBAL STEWARDSHIP, 1996, : 601 - 606
  • [30] Application of an Asterisk Plate in the Flow Diversion of the Volatile Organic Compound Removal System
    Liang, Wen-Jun
    Ju, Hao-Lin
    Ren, Si-da
    Li, Xiang
    JOURNAL OF ENVIRONMENTAL ENGINEERING, 2021, 147 (12)