| 光谱学与光谱分析 |
|
|
|
|
|
| Study on Specificity of Noninvasive Glucose Measurements Based on Two-Dimensional Correlation Mid-Infrared Spectroscopy |
| ZHANG Wen1, CAO Yu-zhen1*, LIU Rong2, XU Ke-xin2 |
1. College of Precision Instrument & Opto-electronics Engineering，Tianjin University，Tianjin 300072，China
2. State Key Laboratory of Precision Measuring Technology and Instruments，Tianjin University，Tianjin 300072，China |
|
|
|
|
Abstract Glucose specificity is the premise of spectroscopic measurements of blood glucose concentration, and it is also paramount for feasibility study of a spectral measurement method. Two-dimensional correlation spectroscopy technology is widely used in many fields such as inter-/intra-molecular reaction, material phase transition and information extraction because of its high resolution and effective Noda’s rule. In the present paper, the glucose specificity for noninvasive glucose measurements by mid-infrared spectra based on the 2D correlation spectroscopy was investigated. First, the feasibility of this method was validated by a series of in vitro experiments of glucose. Then the in vivo experiments of four volunteers were conducted and the characteristic information of glucose by mid-infrared spectra collected from human fingers was confirmed by 2D correlation spectroscopy analysis.
|
|
Received: 2011-09-05
Accepted: 2011-12-20
|
|
|
|
Corresponding Authors:
CAO Yu-zhen
E-mail: yzcao@tju.edu.cn
|
|
[1] Zheng-Ming Chuah，Raveendran Paramesran，Kavintheran Thambiratnama，et al. Chemometrics and Intelligent Laboratory Systems，2010，104：347.
[2] Andreas Caduff，Mark S. Talarya，Martin Muellera，et al. Biosensors and Bioelectronics，2009，24：2778.
[3] Mark A Arnold，Liu Lingzhi，Jonathon T. Olesberg.Journal of Diabetes Science and Technology，2007，1(4)：454.
[4] Jonathon T Olesberg，Liu Lingzhi，Valerie Van Zee，et al. Analytical Chemistry，2006，78(1)：215.
[5] Enejder A M K,Scecina T G,Oh J，et al.Journal of Biomedical Optics，2005，10(3)：031114.
[6] Trepagnier P,Freeman J,Mansfield J，et al. U. S. Patent，7899518B2，2011.
[7] Li Lina，Li Qingbo，Zhang Guangjun，et al. J. Infrared Milli. Terahz Waves，2009，30：1191.
[8] SHEN Yi，PENG Yun，WU Pei-yi，et al(沈 怡，彭 云，武培怡，等). Progress in Chemistry(化学进展)，2005，17(3)：499.
[9] Isao Noda, Yukihiro Ozaki. Two-Dimensional Correlation Spectroscopy-Applications in Vibrational and Optical Spectroscopy. John Online Library, 2004.
[10] Jia Qi，Wang Nannan，Yu Zhiwu，et al. Applied Spectroscopy，2009，63(3)：344.
[11] Lilienfeld-Toal von H,Weiclenmuller M,Xhelaj A，et al. Vibrational Spectroscopy，2005，38：209.
[12] Edgar Diessel，Stefan Willmann，Peter Kamphaus，et al. Applied Spectroscopy，2004，58(4)：442.
[13] Jeankun Oh，Seongmoon Cho，Hyunho Oh，et al. SPIE，2011，DOI：10.1117/12.874314.
|
| [1] |
YANG Cheng-en1, 2, LI Meng3, LU Qiu-yu2, WANG Jin-ling4, LI Yu-ting2*, SU Ling1*. Fast Prediction of Flavone and Polysaccharide Contents in
Aronia Melanocarpa by FTIR and ELM[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 62-68. |
| [2] |
LI Yu1, ZHANG Ke-can1, PENG Li-juan2*, ZHU Zheng-liang1, HE Liang1*. Simultaneous Detection of Glucose and Xylose in Tobacco by Using Partial Least Squares Assisted UV-Vis Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 103-110. |
| [3] |
YANG Ke-li1, 2, PENG Jiao-yu1, 2, DONG Ya-ping1, 2*, LIU Xin1, 2, LI Wu1, 3, LIU Hai-ning1, 3. Spectroscopic Characterization of Dissolved Organic Matter Isolated From Solar Pond[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(12): 3775-3780. |
| [4] |
DUAN Ming-xuan1, LI Shi-chun1, 2*, LIU Jia-hui1, WANG Yi1, XIN Wen-hui1, 2, HUA Deng-xin1, 2*, GAO Fei1, 2. Detection of Benzene Concentration by Mid-Infrared Differential
Absorption Lidar[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3351-3359. |
| [5] |
LIU Bo-yang1, GAO An-ping1*, YANG Jian1, GAO Yong-liang1, BAI Peng1, Teri-gele1, MA Li-jun1, ZHAO San-jun1, LI Xue-jing1, ZHANG Hui-ping1, KANG Jun-wei1, LI Hui1, WANG Hui1, YANG Si2, LI Chen-xi2, LIU Rong2. Research on Non-Targeted Abnormal Milk Identification Method Based on Mid-Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(10): 3009-3014. |
| [6] |
LIU Wen-bo, LIU Jin, HAN Tong-shuai*, GE Qing, LIU Rong. Simulation of the Effect of Dermal Thickness on Non-Invasive Blood Glucose Measurement by Near-Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(09): 2699-2704. |
| [7] |
WANG Chun-hui1, 2, YANG Na-na2, 3, FANG Bo2, WEI Na-na2, ZHAO Wei-xiong2*, ZHANG Wei-jun1, 2. Frequency Locking Technology of Mid-Infrared Quantum Cascade Laser Based on Molecule Absorption[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(08): 2363-2368. |
| [8] |
GUO Yuan1, 2, HUANG Yi-xiang3, 4, HUANG Chang-ping3, 4, SUN Xue-jian3, 5, LUAN Qing-xian1*, ZHANG Li-fu3, 5*. Analysis of Blood Oxygen Content in Gingival Tissue of Patients With
Periodontitis Based on Visible and Near-Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(08): 2563-2567. |
| [9] |
LI Chen-xi1, SUN Ze-yu1, 2, ZHAO Yu2*, YIN Li-hui2, CHEN Wen-liang1, 3, LIU Rong1, 3, XU Ke-xin1, 3. The Research Progress of Two-Dimensional Correlation Spectroscopy and Its Application in Protein Substances Analysis[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(07): 1993-2001. |
| [10] |
SHEN Feng-jiao1, 3, TAN Tu2*, LU Jun1, ZHANG Sheng1, GAO Xiao-ming2, CHEN Wei-dong3. Research on Middle Infrared Laser Heterodyne Remote Sensing
Technology Based on EC-QCL[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(06): 1739-1745. |
| [11] |
LIU Rong1, 2, WANG Miao-miao1, 2 , SUN Ze-yu1, 2, CHEN Wen-liang1, 2, LI Chen-xi2*, XU Ke-xin1, 2. Research on Temperature Disturbance of Glucose Solution With
Two-Trace Two-Dimensional Correlation Spectrum Method[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(04): 1051-1055. |
| [12] |
ZHOU Ao1, 2, YUE Zheng-bo1, 2, LIU A-zuan1, 2, GAO Yi-jun3, WANG Shao-ping3, CHUAI Xin3, DENG Rui1, WANG Jin1, 2*. Spectral Analysis of Extracellular Polymers During Iron Dissimilar
Reduction by Salt-Tolerant Shewanella Aquimarina[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(04): 1320-1328. |
| [13] |
LIU Si-qi1, FENG Guo-hong1*, TANG Jie2, REN Jia-qi1. Research on Identification of Wood Species by Mid-Infrared Spectroscopy Based on CA-SDP-DenseNet[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(03): 814-822. |
| [14] |
YANG Cheng-en1, SU Ling2, FENG Wei-zhi1, ZHOU Jian-yu1, WU Hai-wei1*, YUAN Yue-ming1, WANG Qi2*. Identification of Pleurotus Ostreatus From Different Producing Areas Based on Mid-Infrared Spectroscopy and Machine Learning[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(02): 577-582. |
| [15] |
LI Xiao1, CHEN Yong2, MEI Wu-jun3*, WU Xiao-hong2*, FENG Ya-jie1, WU Bin4. Classification of Tea Varieties Using Fuzzy Covariance Learning
Vector Quantization[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(02): 638-643. |
|
|
|
|
