TY - JOUR
T1 - Geometrical pH mapping of Microfluids by principal-component-analysis-based xyz-spectrum conversion method
AU - Inagawa, Arinori
AU - Saito, Kana
AU - Fukuyama, Mao
AU - Numata, Munenori
AU - Uehara, Nobuo
N1 - Funding Information:
This work is partially supported by Grant-in-Aid for Early-Career Scientists ( JP19K15599 ), Grant-in-Aid for Scientific Research on Innovative Areas ( JP20H05203 ) and Grant-in-Aid for Scientific Research (C) ( JP17K04969 ) from Japan Society for the Promotion of Science . A.I., K.S. and N.U. thank Advanced Instrumental Analysis Department of Utsunomiya University for instrumental supports. A.I. thanks Dr. Kazuhiro Morioka (Tokyo University of Pharmacy and Life Sciences) for helpful discussions on fabrication of microfluidic devices with 3D-printed mold.
Publisher Copyright:
© 2021 Elsevier B.V.
PY - 2021/10/16
Y1 - 2021/10/16
N2 - The absorption spectra of bromothymol blue (BTB) solution introduced in microfluidic devices were reproduced by principal component analysis (PCA)-based xyz-spectrum conversion methods for geometric mapping of the pH values of fluids. We fabricated PDMS-made microfluidic devices with a channel depth of 1 mm to overcome the lower detection limits of transmittance image acquisition. Aqueous solutions of pH indicators under various pH conditions were hydrodynamically introduced into the channel, and RGB values of the region of interest (ROI) were obtained via image analysis. The xyz values were then converted into absorption spectral data of the pH indicator using the PCA-based spectral reproduction previously proposed by the authors. The high reproducibility of the spectra was confirmed to be comparable to that of the conventional method using a spectrophotometer. We applied the present method to elucidate the pH gradient at an aqueous biphasic interface in the microfluidic channels generated by contacting multiple laminar flows of two or three buffered solutions. We confirmed that the pH gradient ranged from approximately 70 to 140 μm, which is consistent with the results reported using other approaches. The results demonstrate the applicability of the present method to the fluctuation field in micro/nanospaces to acquire spectrophotometric information in the order of milliseconds without monochromating equipment.
AB - The absorption spectra of bromothymol blue (BTB) solution introduced in microfluidic devices were reproduced by principal component analysis (PCA)-based xyz-spectrum conversion methods for geometric mapping of the pH values of fluids. We fabricated PDMS-made microfluidic devices with a channel depth of 1 mm to overcome the lower detection limits of transmittance image acquisition. Aqueous solutions of pH indicators under various pH conditions were hydrodynamically introduced into the channel, and RGB values of the region of interest (ROI) were obtained via image analysis. The xyz values were then converted into absorption spectral data of the pH indicator using the PCA-based spectral reproduction previously proposed by the authors. The high reproducibility of the spectra was confirmed to be comparable to that of the conventional method using a spectrophotometer. We applied the present method to elucidate the pH gradient at an aqueous biphasic interface in the microfluidic channels generated by contacting multiple laminar flows of two or three buffered solutions. We confirmed that the pH gradient ranged from approximately 70 to 140 μm, which is consistent with the results reported using other approaches. The results demonstrate the applicability of the present method to the fluctuation field in micro/nanospaces to acquire spectrophotometric information in the order of milliseconds without monochromating equipment.
KW - Aqueous biphasic interface
KW - Laminar flow
KW - Microfluidics
KW - Proton distribution
KW - Xyz-spectrum conversion
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U2 - 10.1016/j.aca.2021.338952
DO - 10.1016/j.aca.2021.338952
M3 - Article
C2 - 34602207
AN - SCOPUS:85113753952
SN - 0003-2670
VL - 1182
JO - Analytica Chimica Acta
JF - Analytica Chimica Acta
M1 - 338952
ER -