Preparation of molecularly imprinted polymer nanobeads for selective sensing of carboxylic acid vapors

被引:29
作者
Liu, Chuanjun [1 ,2 ]
Shang, Liang [1 ]
Yoshioka, Hiro-Taka [1 ]
Chen, Bin [3 ]
Hayashi, Kenshi [1 ]
机构
[1] Kyushu Univ, Grad Sch Informat Sci & Elect Engn, Nishi Ku, 744 Motooka, Fukuoka 8190395, Japan
[2] USE Co Ltd, Res Lab, 22-10 Ebisu 4 Chome Shibuya Ku, Tokyo 1500013, Japan
[3] Southwest Univ, Coll Elect & Informat Engn, Key Lab Luminescent & Real Time Analyt Chem, Minist Educ, Chongqing 400715, Peoples R China
关键词
Molecularly imprinted polymer; Quartz crystal microbalance; Nanobeads; Sensor array; Carboxylic acid vapor; Human body odor; VOLATILE ORGANIC-COMPOUNDS; MOSQUITO AEDES-AEGYPTI; HUMAN SKIN EMANATIONS; HUMAN-BODY ODOR; BREATH ANALYSIS; SENSOR ARRAY; ENHANCED SENSITIVITY; GAS-CHROMATOGRAPHY; IDENTIFICATION; DETECTORS;
D O I
10.1016/j.aca.2018.01.004
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The detection and discrimination of volatile carboxylic acid components, which are the main contributors to human body odor, have a wide range of potential applications. Here, a quartz crystal microbalance (QCM) sensor array based on molecularly imprinted polymer (MIP) nanobeads is developed for highly sensitive and selective sensing of typical carboxylic acid vapors, namely: propionic acid (PA), hexanoic acid (HA) and octanoic acid (OA). The MIP nanobeads were prepared by precipitation polymerization with methacrylic acid (MAA) as a functional monomer, trimethylolproane trimethacrylate (TRIM) as a crosslinker, and carboxylic acids (PA, HA and OA) as the template molecules. The precipitation polymerization resulted in nano-sized (150-200 nm) polymer beads with a regular shape. The polymerization conditions were optimized to give a functional monomer, crosslinker, and template ratio of 1:1:2. We investigated the imprinting effect using both QCM and GC/MS measurements comparing vapor absorption characteristics between the imprinted and non-imprinted (NIP) nanobeads. A four-channel QCM sensory array based on the NIP and the three types of MIP nanobeads was fabricated for sensing the three types of carboxylic acid vapor at concentrations on the ppm level. The output of the sensor array was analyzed by both a non-supervised method (principle component analysis: PCA) and supervised method (linear discrimination analysis: LDA). LDA showed a better discrimination ability than PCA. A 96%-classification rate was achieved by applying leave-one-out cross-validation to the LDA model. The high sensitivity and selectivity of the sensor array was attributed to the imprinting effect of the nanosized polymer beads. The developed MIP nanobeads, together with other types of MIPs, show promise as materials for artificial receptors in vapor and odorant sensing. (c) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 52 条
[1]   Nanostructured materials with biomimetic recognition abilities for chemical sensing [J].
Bajwa, Sadia Zafar ;
Mustafa, Ghulam ;
Samardzic, Renata ;
Wangchareansak, Thipvaree ;
Lieberzeit, Peter A. .
NANOSCALE RESEARCH LETTERS, 2012, 7
[2]   Analysis of human skin emanations by gas chromatography mass spectrometry.: 1.: Thermal desorption of attractants for the yellow fever mosquito (Aedes aegypti) from handled glass beads [J].
Bernier, UR ;
Booth, MM ;
Yost, RA .
ANALYTICAL CHEMISTRY, 1999, 71 (01) :1-7
[3]   Analysis of human skin emanations by gas chromatography/mass spectrometry.: 2.: Identification of volatile compounds that are candidate attractants for the yellow fever mosquito (Aedes aegypti) [J].
Bernier, UR ;
Kline, DL ;
Barnard, DR ;
Schreck, CE ;
Yost, RA .
ANALYTICAL CHEMISTRY, 2000, 72 (04) :747-756
[4]   THE GENETICS OF BODY SCENT [J].
BOYSE, EA ;
BEAUCHAMP, GK ;
YAMAZAKI, K .
TRENDS IN GENETICS, 1987, 3 (04) :97-102
[5]  
CHEN S, 1970, J LAB CLIN MED, V75, P622
[6]   Comparison of the volatile organic compounds present in human odor using SPME-GC/MS [J].
Curran, AM ;
Rabin, SI ;
Prada, PA ;
Furton, KG .
JOURNAL OF CHEMICAL ECOLOGY, 2005, 31 (07) :1607-1619
[7]  
Escuderos M.E., 2011, J SENSOR TECHNOLOGY, V1, P1
[8]   Analyses of volatile organic compounds from human skin [J].
Gallagher, M. ;
Wysocki, J. ;
Leyden, J. J. ;
Spielman, A. I. ;
Sun, X. ;
Preti, G. .
BRITISH JOURNAL OF DERMATOLOGY, 2008, 159 (04) :780-791
[9]   Detection and classification of volatile organic amines and carboxylic acids using arrays of carbon black-dendrimer composite vapor detectors [J].
Gao, T ;
Tillman, ES ;
Lewis, NS .
CHEMISTRY OF MATERIALS, 2005, 17 (11) :2904-2911
[10]  
GOETZ N, 1988, J SOC COSMET CHEM, V39, P1