TY - JOUR
T1 - Disposable Coverslip for Rapid Throughput Screening of Malaria Using Attenuated Total Reflection spectroscopy
AU - Veettil, Thulya Chakkumpulakkal Puthan
AU - Kochan, Kamila
AU - Edler, Karen J.
AU - De Bank, Paul
AU - Heraud, Philip
AU - Wood, Bayden R.
N1 - Funding Information:
The author(s) disclosed receipt of the following financial support for the research, authorship and/or publication of this article: Funding to the author was provided by Faculty of Science Dean’s international post-graduate research scholarship and Monash-Bath PhD scholarship. This work was funded by an Australian Research Council (ARC) Discovery Project Grant DP180103484.
Publisher Copyright:
© The Author(s) 2021.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2022/4
Y1 - 2022/4
N2 - Malaria is considered to be one of the most catastrophic health issues in the whole world. Vibrational spectroscopy is a rapid, robust, label-free, inexpensive, highly sensitive, nonperturbative, and nondestructive technique with high diagnostic potential for the early detection of disease agents. In particular, the fingerprinting capability of attenuated total reflection spectroscopy is promising as a point-of-care diagnostic tool in resource-limited areas. However, improvements are required to expedite the measurements of biofluids, including the drying procedure and subsequent cleaning of the internal reflection element to enable high throughput successive measurements. As an alternative, we propose using an inexpensive coverslip to reduce the sample preparation time by enabling multiple samples to be collectively dried together under the same temperature and conditions. In conjunction with partial least squares regression, attenuated total reflection spectroscopy was able to detect and quantify the parasitemia with root mean square error of cross-validation and R2 values of 0.177 and 0.985, respectively. Here, we characterize an inexpensive, disposable coverslip for the high throughput screening of malaria parasitic infections and thus demonstrate an alternative approach to direct deposition of the sample onto the internal reflection element.
AB - Malaria is considered to be one of the most catastrophic health issues in the whole world. Vibrational spectroscopy is a rapid, robust, label-free, inexpensive, highly sensitive, nonperturbative, and nondestructive technique with high diagnostic potential for the early detection of disease agents. In particular, the fingerprinting capability of attenuated total reflection spectroscopy is promising as a point-of-care diagnostic tool in resource-limited areas. However, improvements are required to expedite the measurements of biofluids, including the drying procedure and subsequent cleaning of the internal reflection element to enable high throughput successive measurements. As an alternative, we propose using an inexpensive coverslip to reduce the sample preparation time by enabling multiple samples to be collectively dried together under the same temperature and conditions. In conjunction with partial least squares regression, attenuated total reflection spectroscopy was able to detect and quantify the parasitemia with root mean square error of cross-validation and R2 values of 0.177 and 0.985, respectively. Here, we characterize an inexpensive, disposable coverslip for the high throughput screening of malaria parasitic infections and thus demonstrate an alternative approach to direct deposition of the sample onto the internal reflection element.
KW - ATR FT-IR spectroscopy
KW - attenuated total reflection Fourier transform infrared
KW - Infrared substrates
KW - malaria diagnosis
KW - partial least squares regression
KW - PLSR
UR - http://www.scopus.com/inward/record.url?scp=85105740663&partnerID=8YFLogxK
U2 - 10.1177/00037028211012722
DO - 10.1177/00037028211012722
M3 - Article
AN - SCOPUS:85105740663
SN - 0003-7028
VL - 76
SP - 451
EP - 461
JO - Applied Spectroscopy
JF - Applied Spectroscopy
IS - 4
ER -