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
  • [1] Atmospheric Volatile Organic Compound Sensing with Lasers
    Keutsch, Frank N.
    Paul, Joshua B.
    DiGangi, Joshua P.
    Henry, Samuel B.
    2012 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2012,
  • [2] Highly sensitive sensing of volatile organic compound ethylamine
    Ji, Seong-Min
    Gwon, Seon-Yeong
    Kim, Sung-Hoon
    DYES AND PIGMENTS, 2014, 108 : 93 - 97
  • [3] Gas-Sensing Properties of Tin Oxide-Based Volatile Organic Compound Sensors for Total Volatile Organic Compound Gases
    Itoh, Toshio
    Matsubara, Ichiro
    Kadosaki, Masahiro
    Sakai, Yuichi
    Shin, Woosuck
    Izu, Noriya
    Nishibori, Maiko
    SENSORS AND MATERIALS, 2009, 21 (05) : 251 - 258
  • [4] Inorganic-Diverse Nanostructured Materials for Volatile Organic Compound Sensing
    Shellaiah, Muthaiah
    Sun, Kien Wen
    SENSORS, 2021, 21 (02) : 1 - 61
  • [5] Quantitative volatile organic compound sensing with liquid crystal core fibers
    Schelski, Katrin
    Reyes, Catherine G.
    Pschyklenk, Lukas
    Kaul, Peter-Michael
    Lagerwall, Jan P. F.
    CELL REPORTS PHYSICAL SCIENCE, 2021, 2 (12):
  • [6] A systematic review on 2D materials for volatile organic compound sensing
    Kumar, Y. Ravi
    Deshmukh, Kalim
    Kovarik, Tomas
    Pasha, S. K. Khadheer
    COORDINATION CHEMISTRY REVIEWS, 2022, 461
  • [7] Recent Advances in Silicon FET Devices for Gas and Volatile Organic Compound Sensing
    Mukherjee, Anwesha
    Rosenwaks, Yossi
    CHEMOSENSORS, 2021, 9 (09)
  • [8] Volatile organic compound sensing based on coral rock-like ZnO
    Zhu, Ling
    Zeng, Wen
    Ye, Hong
    Li, Yanqiong
    MATERIALS RESEARCH BULLETIN, 2018, 100 : 259 - 264
  • [9] Quantitation of sevoflurane in whole blood and aqueous solutions by volatile organic compound sensing
    Hase, Yuri
    Suzuki, Kuniaki
    Kamekura, Nobuhito
    Shibuya, Makiko
    Takahashi, Yu
    Namba, Kosuke
    Fujisawa, Toshiaki
    JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS, 2018, 94 : 71 - 76
  • [10] Electrospun CuO nanofibers for room temperature volatile organic compound sensing applications
    Can, Nursel
    MATERIALS CHEMISTRY AND PHYSICS, 2018, 213 : 6 - 13