19 Bio-applications of NIR Spectroscopy
433
and fauna from wide areas. In summary, bio-applications of NIR spectroscopy can
be expected to thrive in the forthcoming decade, with continuation of those strongly
advancing lanes of research and possibly an appearance of entirely new ones.
References
1. K.B. Be´ c, C.W. Huck, Breakthrough potential in near-infrared spectroscopy: spectra simulation.
A review of recent developments. Front. Chem. 7, 48 (2019)
2. W. Huck, K.B. Be´ c (eds.), Advances in Near Infrared Spectroscopy and Related Computational
Methods (MDPI, Basel, 2020)
3. G. Kirchler, C.K. Pezzei, K.B. Be´ c, S. Mayr, M. Ishigaki, Y. Ozaki, C. W. Huck, Critical evaluation of spectral information of benchtop vs. portable near-infrared spectrometers: quantum
chemistry and two-dimensional correlation spectroscopy for a better understanding of PLS
regression models of the rosmarinic acid content in Rosmarini folium, Analyst 142, 455–464
(2017)
4. K. Pezzei, S.A. Schönbichler, C.G. Kirchler, J. Schmelzer, S. Hussain, V.A. Huck-Pezzei, M.
Popp, J. Krolitzek, G.K. Bonn, C.W. Huck, Application of benchtop and portable near-infrared
spectrometers for predicting the optimum harvest time of Verbena officinalis. Talanta 169,
70–76 (2017)
5. S. Delueg, C.G. Kirchler, M. Meischl, Y. Ozaki, M.A. Popp, G.K. Bonn, C.W. Huck, At-line
monitoring of the extraction process of rosmarini folium via wet chemical assays, UHPLC
analysis, and newly developed near-infrared spectroscopic analysis methods. Molecules 24,
2480 (2019)
6. V.A. Huck-Pezzei, L.K. Bittner, J.D. Pallua, H. Sonderegger, G. Abel, M. Popp, G.K. Bonn,
C.W. Huck, A chromatographic and spectroscopic analytical platform for the characterization
of St John’s wort extract adulterations. Anal. Methods 5, 616–628 (2013)
7. N. Wu, C. Zhang, X. Bai, X. Du, X., Y. He, Discrimination of chrysanthemum varieties using
hyperspectral imaging combined with a deep convolutional neural network. Molecules 23, 2831
(2018)
8. W. Zhang, Y. Ji, J. Meng, X. Wu, H. Xu, Probing the behaviors of gold nanorods in metastatic
breast cancer cells based on UV-vis-nir absorption spectroscopy. PLoS ONE 7, e31957 (2012)
9. M.H. Rhiel, M.B. Cohen, D.W. Murhammer, M.A. Arnold, Nondestructive near-infrared spectroscopic measurement of multiple analytes in undiluted samples of serum-based cell culture
media. Biotechnol. Bioeng. 77, 73–82 (2002)
10. M.H. Rhiel, M.B. Cohen, M.A. Arnold, D.W. Murhammer, On-line monitoring of human
prostate cancer cells in a perfusion rotating wall vessel by near-infrared spectroscopy.
Biotechnol. Bioeng. 86, 852–861 (2004)
11. R. Tsenkova, S. Atanassova, Y. Ozaki, K. Toyoda, K. Itoh, Near-infrared spectroscopy for
biomonitoring: influence of somatic cell count on cow’s milk composition analysis. Int. Dairy
J. 11, 779 (2001)
12. S. Nioka, M. Shnall, E. Conant, S.C. Wang, V.B. Reynolds, B.C. Ching, J.H.T. Swan, P.C.
Chung, L. Cheng, D. Shieh, Y. Lin, C. Chung, S.H. Tseng, B. Chance, Breast cancer detection
of large size to DCIS by hypoxia and angiogenesis using NIRS. Adv. Exp. Med. Biol. 789,
211–219 (2013)
13. K. Sakatani, Y. Murata, N. Fujiwara, T. Hoshino, S. Nakamura, T. Kano, Y. Katayama,
Comparison of blood-oxygen-level–dependent functional magnetic resonance imaging and
near-infrared spectroscopy recording during functional brain activation in patients with stroke
and brain tumors. J. Biomed Opt. 12, 062110 (2007)
14. S. Kasemsumran, Y.P. Du, K. Murayama, M. Huehne, Y. Ozaki, Simultaneous determination of
human serum albumin, γ-globulin, and glucose in a phosphate buffer solution by near-infrared
433
and fauna from wide areas. In summary, bio-applications of NIR spectroscopy can
be expected to thrive in the forthcoming decade, with continuation of those strongly
advancing lanes of research and possibly an appearance of entirely new ones.
References
1. K.B. Be´ c, C.W. Huck, Breakthrough potential in near-infrared spectroscopy: spectra simulation.
A review of recent developments. Front. Chem. 7, 48 (2019)
2. W. Huck, K.B. Be´ c (eds.), Advances in Near Infrared Spectroscopy and Related Computational
Methods (MDPI, Basel, 2020)
3. G. Kirchler, C.K. Pezzei, K.B. Be´ c, S. Mayr, M. Ishigaki, Y. Ozaki, C. W. Huck, Critical evaluation of spectral information of benchtop vs. portable near-infrared spectrometers: quantum
chemistry and two-dimensional correlation spectroscopy for a better understanding of PLS
regression models of the rosmarinic acid content in Rosmarini folium, Analyst 142, 455–464
(2017)
4. K. Pezzei, S.A. Schönbichler, C.G. Kirchler, J. Schmelzer, S. Hussain, V.A. Huck-Pezzei, M.
Popp, J. Krolitzek, G.K. Bonn, C.W. Huck, Application of benchtop and portable near-infrared
spectrometers for predicting the optimum harvest time of Verbena officinalis. Talanta 169,
70–76 (2017)
5. S. Delueg, C.G. Kirchler, M. Meischl, Y. Ozaki, M.A. Popp, G.K. Bonn, C.W. Huck, At-line
monitoring of the extraction process of rosmarini folium via wet chemical assays, UHPLC
analysis, and newly developed near-infrared spectroscopic analysis methods. Molecules 24,
2480 (2019)
6. V.A. Huck-Pezzei, L.K. Bittner, J.D. Pallua, H. Sonderegger, G. Abel, M. Popp, G.K. Bonn,
C.W. Huck, A chromatographic and spectroscopic analytical platform for the characterization
of St John’s wort extract adulterations. Anal. Methods 5, 616–628 (2013)
7. N. Wu, C. Zhang, X. Bai, X. Du, X., Y. He, Discrimination of chrysanthemum varieties using
hyperspectral imaging combined with a deep convolutional neural network. Molecules 23, 2831
(2018)
8. W. Zhang, Y. Ji, J. Meng, X. Wu, H. Xu, Probing the behaviors of gold nanorods in metastatic
breast cancer cells based on UV-vis-nir absorption spectroscopy. PLoS ONE 7, e31957 (2012)
9. M.H. Rhiel, M.B. Cohen, D.W. Murhammer, M.A. Arnold, Nondestructive near-infrared spectroscopic measurement of multiple analytes in undiluted samples of serum-based cell culture
media. Biotechnol. Bioeng. 77, 73–82 (2002)
10. M.H. Rhiel, M.B. Cohen, M.A. Arnold, D.W. Murhammer, On-line monitoring of human
prostate cancer cells in a perfusion rotating wall vessel by near-infrared spectroscopy.
Biotechnol. Bioeng. 86, 852–861 (2004)
11. R. Tsenkova, S. Atanassova, Y. Ozaki, K. Toyoda, K. Itoh, Near-infrared spectroscopy for
biomonitoring: influence of somatic cell count on cow’s milk composition analysis. Int. Dairy
J. 11, 779 (2001)
12. S. Nioka, M. Shnall, E. Conant, S.C. Wang, V.B. Reynolds, B.C. Ching, J.H.T. Swan, P.C.
Chung, L. Cheng, D. Shieh, Y. Lin, C. Chung, S.H. Tseng, B. Chance, Breast cancer detection
of large size to DCIS by hypoxia and angiogenesis using NIRS. Adv. Exp. Med. Biol. 789,
211–219 (2013)
13. K. Sakatani, Y. Murata, N. Fujiwara, T. Hoshino, S. Nakamura, T. Kano, Y. Katayama,
Comparison of blood-oxygen-level–dependent functional magnetic resonance imaging and
near-infrared spectroscopy recording during functional brain activation in patients with stroke
and brain tumors. J. Biomed Opt. 12, 062110 (2007)
14. S. Kasemsumran, Y.P. Du, K. Murayama, M. Huehne, Y. Ozaki, Simultaneous determination of
human serum albumin, γ-globulin, and glucose in a phosphate buffer solution by near-infrared