Citation: Wang Mingyuan, Cui Xiaoyu, Cai Wensheng, Shao Xueguang. Temperature-Dependent Near-Infrared Spectroscopy for Sensitive Detection of Glucose[J]. Acta Chimica Sinica, ;2020, 78(2): 125-129. doi: 10.6023/A19120424 shu

Temperature-Dependent Near-Infrared Spectroscopy for Sensitive Detection of Glucose

College of Chemistry, Nankai University, Tianjin Key Laboratory of Biosensing and Molecular Recognition, Tianjin 300071, China

Corresponding author: Shao Xueguang, xshao@nankai.edu.cn
Received Date: 12 December 2019
Available Online: 13 February 2020
Fund Project: the National Natural Science Foundation of China 21775076Project supported by the National Natural Science Foundation of China (No. 21775076) and the Fundamental Research Funds for the Central Universities (No. 63191743)the Fundamental Research Funds for the Central Universities 63191743

Figures(5)

Temperature-dependent near-infrared (NIR) spectroscopy has been proposed and used in the quantitative analysis of multi-component mixtures and the understanding of the interactions in solutions. Mutual factor analysis (MFA) was developed, in our previous work, to detect glucose content in aqueous solutions and serum samples using the NIR spectra measured at different temperatures. The essence of the algorithm is to extract and compare the spectral component, named as standardized signal (SS), mutually contained in the spectral data of different samples. The relative quantity of SS can be used to build the calibration model for quantitative analysis. Furthermore, the spectral information of water can be used for the analysis, because the change of the water spectrum with temperature is a reflection of the change in glucose content. In this work, serum samples with low glucose concentration were prepared and measured at the temperature range of 30~60℃ with a step of 5℃. The feasibility of MFA in the quantitative determination of low concentration samples was further studied. Serum solutions with glucose content of 1.0~15.0 mmol/L and 0.0~1.0 mmol/L were prepared, respectively. Before calculation of MFA, continuous wavelet transform (CWT) was used to improve the resolution of the spectra. The results show that MFA can achieve an accurate quantification of the glucose content. The linear correlation coefficients (R) of the calibration models between the relative quantity of SS and the concentration of glucose are 0.9923 and 0.9895, respectively, and the root-mean-squared error of prediction (RMSEP) are 0.35 and 0.07 mmol/L, respectively. The relative error of predicted concentration of samples in the validation set obtained from the calibration model of samples with a concentration of 1.0~15.0 mmol/L are in the range of -12.00%~5.64%, which are in a reasonable level for clinical uses. Temperature-dependent NIR spectroscopy combined with MFA may be a potential way for detecting the micro-content components in complex aqueous systems.
- near-infrared spectroscopy,
- temperature effect,
- mutual factor analysis,
- glucose detection,
- serum
1. [1]
  Sharma, S.; Goodarzi, M.; Delanghe, J.; Ramon, H.; Saeys, W. Appl. Spectrosc. 2014, 68, 398. doi: 10.1366/13-07217
2. [2]
  Chu, M. X.; Miyajima, K.; Takahashi, D.; Arakawa, T.; Sano, K.; Sawada, S.; Kudo, H.; Iwasaki, Y.; Akiyoshi, K.; Mochizuki, M.; Mitsubayashi, K. Talanta 2011, 83, 960. doi: 10.1016/j.talanta.2010.10.055
3. [3]
  Hazen, K. H.; Arnold, M. A.; Small, G. W. Appl. Spectrosc. 1994, 48, 477. doi: 10.1366/000370294775268910
4. [4]
  Chen, J.; Arnold, M. A.; Small, G. W. Anal. Chem. 2004, 76, 5405. doi: 10.1021/ac0498056
5. [5]
  Liu, L. Z.; Arnold, M. A. Anal. Bioanal. Chem. 2009, 393, 669. doi: 10.1007/s00216-008-2475-0
6. [6]
  Cui, X. Y.; Liu, X. W.; Yu, X. M.; Cai, W. S.; Shao, X. G. Anal. Chim. Acta 2017, 957, 47. doi: 10.1016/j.aca.2017.01.004
7. [7]
  Shao, X. G.; Cui, X. Y.; Yu, X. M.; Cai, W. S. Talanta 2018, 183, 142. doi: 10.1016/j.talanta.2018.02.043
8. [8]
  Marquardt, L. A.; Arnold, M. A.; Small, G. W. Anal. Chem. 1993, 65, 3271. doi: 10.1021/ac00070a018
9. [9]
  Sharma, S.; Goodarzi, M.; Delanghe, J.; Ramon, H.; Saeys, W. Appl. Spectrosc. 2014, 68, 398. doi: 10.1366/13-07217
10. [10]
  Goodarzi, M.; Saeys, W. Talanta 2016, 146, 155. doi: 10.1016/j.talanta.2015.08.033
11. [11]
  Hazen, K. H.; Arnold, M. A.; Small, G. W. Anal. Chim. Acta 1998, 371, 255. doi: 10.1016/S0003-2670(98)00318-3
12. [12]
  Amerov, A. K.; Chen, J.; Small, G. W.; Arnold, M. A. Anal. Chem. 2005, 77, 4587. doi: 10.1021/ac0504161
13. [13]
  Kang, N.; Kasemsumran, S.; Woo, Y.; Kim, H.; Ozaki, Y. Chemom. Intell. Lab. Syst. 2006, 82, 90. doi: 10.1016/j.chemolab.2005.08.015
14. [14]
  Tsenkova, R. NIR News 2008, 19, 12.
15. [15]
  Tsenkova, R. J. Near Infrared Spectrosc. 2009, 17, 303. doi: 10.1255/jnirs.869
16. [16]
  Tarumi, M.; Shimada, M.; Murakami, T.; Tamura, M.; Shimada, M.; Arimoto, H.; Yamada, Y. Phys. Med. Biol. 2003, 48, 2373. doi: 10.1088/0031-9155/48/15/309
17. [17]
  Cui, X. Y.; Cai, W. S.; Shao, X. G. RSC Adv. 2016, 6, 105729. doi: 10.1039/C6RA18912A
18. [18]
  Cheng, D.; Cai, W. S.; Shao, X. G. Appl. Spectrosc. 2018, 72, 1354. doi: 10.1177/0003702818769410
19. [19]
  Wang, L.; Zhu, X. W.; Cai, W. S.; Shao, X. G. Phys. Chem. Chem. Phys. 2019, 21, 5780. doi: 10.1039/C8CP07153E
20. [20]
  Zhu, X. W.; Cui, X. Y.; Cai, W. S.; Shao, X. G. Acta Chim. Sinica 2018, 76, 298. (in Chinese). doi: 10.3969/j.issn.0253-2409.2018.03.006
21. [21]
  Fan, M. L.; Cai, W. S.; Shao, X. G. Appl. Spectrosc. 2016, 71, 472.
22. [22]
  Liu, X. W.; Cui, X. Y.; Yu, X. M.; Cai, W. S.; Shao, X. G. Chin. Chem. Lett. 2017, 28, 1447. doi: 10.1016/j.cclet.2017.03.021
23. [23]
  Ma, L.; Cui, X. Y.; Cai, W. S.; Shao, X. G. Phys. Chem. Chem. Phys. 2018, 20, 20132. doi: 10.1039/C8CP01431K
24. [24]
  Qi, L. H.; Cai, W. S.; Shao, X. G. Acta Chim. Sinica 2016, 74, 172. (in Chinese).
25. [25]
  Shao, X. G.; Kang, J.; Cai, W. S. Talanta 2010, 82, 1017. doi: 10.1016/j.talanta.2010.06.009
26. [26]
  Kang, J.; Cai, W. S.; Shao, X. G. Talanta 2011, 85, 420. doi: 10.1016/j.talanta.2011.03.089
27. [27]
  Shao, X. G.; Cui, X. Y.; Wang, M.; Cai, W. S. Spectrochim. Acta Part A 2019, 213, 83. doi: 10.1016/j.saa.2019.01.059
28. [28]
  Czarnecki, M. A.; Morisawa, Y.; Futami, Y.; Ozaki, Y. Chem. Rev. 2015, 115, 9707. doi: 10.1021/cr500013u
29. [29]
  Šašić, S.; Segtnan, V. H.; Ozaki, Y. J. Phys. Chem. A 2002, 106, 760. doi: 10.1021/jp013436p
30. [30]
  Segtnan, V. H.; Šašić, S.; Isaksson, T.; Ozaki, Y. Anal. Chem. 2001, 73, 3153. doi: 10.1021/ac010102n
31. [31]
  Rajendran, R.; Rayman, G. J. Diabetes Sci. Technol. 2014, 8, 1081. doi: 10.1177/1932296814538940
32. [32]
  Shao, X. G.; Cai, W. S. Rev. Anal. Chem. 1998, 17, 235.
33. [33]
  Shao, X. G.; Leung, A. K. M.; Chau, F. T. Acc. Chem. Res. 2003, 36, 276. doi: 10.1021/ar990163w
34. [34]
  Shao, X. G.; Ma, C. X. Chemom. Intell. Lab. Syst. 2003, 69, 157. doi: 10.1016/j.chemolab.2003.08.001
1. [1]
  Yaling Chen . Basic Theory and Competitive Exam Analysis of Dynamic Isotope Effect. University Chemistry, 2024, 39(8): 403-410. doi: 10.3866/PKU.DXHX202311093
2. [2]
  Qi Wang , Yicong Gao , Feng Lu , Quli Fan . Preparation and Performance Characterization of the Second Near-Infrared Phototheranostic Probe: A New Design and Teaching Practice of Polymer Chemistry Comprehensive Experiment. University Chemistry, 2024, 39(11): 342-349. doi: 10.12461/PKU.DXHX202404141
3. [3]
  Zhuomin Zhang , Hanbing Huang , Liangqiu Lin , Jingsong Liu , Gongke Li . Course Construction of Instrumental Analysis Experiment: Surface-Enhanced Raman Spectroscopy for Rapid Detection of Edible Pigments. University Chemistry, 2024, 39(2): 133-139. doi: 10.3866/PKU.DXHX202308034
4. [4]
  Mengyao Shi , Kangle Su , Qingming Lu , Bin Zhang , Xiaowen Xu . Determination of Potassium Content in Tobacco Stem Ash by Flame Atomic Absorption Spectroscopy. University Chemistry, 2024, 39(10): 255-260. doi: 10.12461/PKU.DXHX202404105
5. [5]
  Jingyi Chen , Fu Liu , Tiejun Zhu , Kui Cheng . Practice of Integrating Ideological and Political Education into Raman Spectroscopy Analysis Experiment Course. University Chemistry, 2024, 39(2): 140-146. doi: 10.3866/PKU.DXHX202310111
6. [6]
  Tianlong Zhang , Jiajun Zhou , Hongsheng Tang , Xiaohui Ning , Yan Li , Hua Li . Virtual Simulation Experiment for Laser-Induced Breakdown Spectroscopy (LIBS) Analysis. University Chemistry, 2024, 39(6): 295-302. doi: 10.3866/PKU.DXHX202312049
7. [7]
  Min Gu , Huiwen Xiong , Liling Liu , Jilie Kong , Xueen Fang . Rapid Quantitative Detection of Procalcitonin by Microfluidics: An Instrumental Analytical Chemistry Experiment. University Chemistry, 2024, 39(4): 87-93. doi: 10.3866/PKU.DXHX202310120
8. [8]
  Kuaibing Wang , Honglin Zhang , Wenjie Lu , Weihua Zhang . Experimental Design and Practice for Recycling and Nickel Content Detection from Waste Nickel-Metal Hydride Batteries. University Chemistry, 2024, 39(11): 335-341. doi: 10.12461/PKU.DXHX202403084
9. [9]
  Shipeng WANG , Shangyu XIE , Luxian LIANG , Xuehong WANG , Jie WEI , Deqiang WANG . Piezoelectric effect of Mn, Bi co-doped sodium niobate for promoting cell proliferation and bacteriostasis. Chinese Journal of Inorganic Chemistry, 2024, 40(10): 1919-1931. doi: 10.11862/CJIC.20240094
10. [10]
  YanYuan Jia , Rong Rong , Jie Liu , Jing Guo , GuoYu Jiang , Shuo Guo . Unity is Strength, and Independence Shines: A Science Popularization Experiment on AIE and ACQ Effects. University Chemistry, 2024, 39(9): 349-358. doi: 10.12461/PKU.DXHX202402035
11. [11]
  Liwei Wang , Guangran Ma , Li Wang , Fugang Xu . A Comprehensive Analytical Chemistry Experiment: Colorimetric Detection of Vitamin C Using Nanozyme and Smartphone. University Chemistry, 2024, 39(8): 255-262. doi: 10.3866/PKU.DXHX202312094
12. [12]
  Yiling Wu , Peiyao Jin , Shenyue Tian , Ji Zhang . The Star of Sugar Substitutes: An Interview of Erythritol. University Chemistry, 2024, 39(9): 22-27. doi: 10.12461/PKU.DXHX202404034
13. [13]
  Tianlong Zhang , Rongling Zhang , Hongsheng Tang , Yan Li , Hua Li . Online Monitoring and Mechanistic Analysis of 3,5-diamino-1,2,4-triazole (DAT) Synthesis via Raman Spectroscopy: A Recommendation for a Comprehensive Instrumental Analysis Experiment. University Chemistry, 2024, 39(6): 303-311. doi: 10.3866/PKU.DXHX202312006
14. [14]
  Jiaxi Xu , Yuan Ma . Influence of Hyperconjugation on the Stability and Stable Conformation of Ethane, Hydrazine, and Hydrogen Peroxide. University Chemistry, 2024, 39(11): 374-377. doi: 10.3866/PKU.DXHX202402049
15. [15]
  Yuhang Jiang , Weijie Liu , Jiaqi Cai , Jiayue Chen , Yanping Ren , Pingping Wu , Liulin Yang . A Journey into the Science and Art of Sugar: “Dispersion of Light and Optical Rotation of Matter” Science Popularization Experiment. University Chemistry, 2024, 39(9): 288-294. doi: 10.12461/PKU.DXHX202401054
16. [16]
  Cheng PENG , Jianwei WEI , Yating CHEN , Nan HU , Hui ZENG . First principles investigation about interference effects of electronic and optical properties of inorganic and lead-free perovskite Cs₃Bi₂X₉ (X=Cl, Br, I). Chinese Journal of Inorganic Chemistry, 2024, 40(3): 555-560. doi: 10.11862/CJIC.20230282
17. [17]
  Kexin Dong , Chuqi Shen , Ruyu Yan , Yanping Liu , Chunqiang Zhuang , Shijie Li . Integration of Plasmonic Effect and S-Scheme Heterojunction into Ag/Ag₃PO₄/C₃N₅ Photocatalyst for Boosted Photocatalytic Levofloxacin Degradation. Acta Physico-Chimica Sinica, 2024, 40(10): 2310013-. doi: 10.3866/PKU.WHXB202310013
18. [18]
  Di Yang , Jiayi Wei , Hong Zhai , Xin Wang , Taiming Sun , Haole Song , Haiyan Wang . Rapid Detection of SARS-CoV-2 Using an Innovative “Magic Strip”. University Chemistry, 2024, 39(4): 373-381. doi: 10.3866/PKU.DXHX202312023
19. [19]
  Chun-Lin Sun , Yaole Jiang , Yu Chen , Rongjing Guo , Yongwen Shen , Xinping Hui , Baoxin Zhang , Xiaobo Pan . Construction, Performance Testing, and Practical Applications of a Home-Made Open Fluorescence Spectrometer. University Chemistry, 2024, 39(5): 287-295. doi: 10.3866/PKU.DXHX202311096
20. [20]
  Wei Peng , Baoying Wen , Huamin Li , Yiru Wang , Jianfeng Li . Exploration and Practice on Raman Scattering Spectroscopy Experimental Teaching. University Chemistry, 2024, 39(8): 230-240. doi: 10.3866/PKU.DXHX202312062

Get Citation

PDF

XML

Metrics

PDF Downloads(20)
Abstract views(690)
HTML views(94)

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142