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Melikechi N, Adler HG, Safi A, Landis JE, Pourkamali-Anaraki F, Eseller KE, Berlo K, Bonito D, Chiklis GR, Xia W. Blood metal analysis of plasmas from donors with and without SARS-CoV-2 using laser-induced breakdown spectroscopy and logistic regression. BIOMEDICAL OPTICS EXPRESS 2024; 15:446-459. [PMID: 38223176 PMCID: PMC10783903 DOI: 10.1364/boe.513558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/12/2023] [Accepted: 12/13/2023] [Indexed: 01/16/2024]
Abstract
Research on the correlation between metal levels in blood and Covid-19 infection has been conducted primarily by assessing how each individual blood metal is linked to different aspects of the disease using samples from donors with various levels of severity to Covid-19 infection. Using logistics regression on LIBS spectra of plasma samples collected pre- and post- Covid-19 pandemic from donors known to have developed various levels of antibodies to the SARS-Cov-2 virus, we show that relying on the levels of Na, K, and Mg together is more efficient at differentiating the two types of plasma samples than any single blood alone.
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Affiliation(s)
- Noureddine Melikechi
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Helmar G. Adler
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Ali Safi
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Joshua E. Landis
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Farhad Pourkamali-Anaraki
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
- Present address: University of Colorado Denver, Denver, CO 80204, USA
| | - Kemal Efe Eseller
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
- Department of Electrical - Electronics Engineering, Atilim University, 06836, Ankara, Turkey
| | - Kim Berlo
- Department of Earth & Planetary Sciences, McGill University, Montreal H3A 0E, Canada
| | - Danielle Bonito
- MRN Diagnostics, 101 Constitution Blvd, Franklin, MA 02038, USA
| | | | - Weiming Xia
- Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
- Bedford VA Healthcare System, Bedford, MA 01730, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
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He Y, Wang X, Guo S, Li A, Xu X, Wazir N, Ding C, Lu T, Xie L, Zhang M, Hao Y, Guo W, Liu R. Lithium ion detection in liquid with low detection limit by laser-induced breakdown spectroscopy. APPLIED OPTICS 2019; 58:422-427. [PMID: 30645331 DOI: 10.1364/ao.58.000422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 12/02/2018] [Indexed: 06/09/2023]
Abstract
Lithium (Li), as the lightest metal and the most important powerful material in battery fabrication, is widely used in many fields. The fast detection of Li is necessary for industrial application. The slow-speed detection methods, including atomic absorption spectroscopy and inductively coupled plasma mass spectroscopy with high accuracy and low limit of detection, are hard to utilize in in situ industrial control due to complex prepreparation of samples. Here, through the analysis of the typical spectrum line at Li I 670.79 nm, Li ions in water were detected quantitatively in 1 min, including sample preparation by laser-induced breakdown spectroscopy (LIBS) with filter paper as the adsorption substrate. The calibration curve by polynomial function fitting is used to predict the Li+ concentration. The limit of detection (LOD) as low as 18.4 ppb is obtained, which is much lower than the results ever reported by using filter paper. The related factor R2 reaches 99%, and the prediction error is lower than 2%, proving the fast and online monitor for Li+ by LIBS is feasible. Furthermore, by comparison with the results with filter paper enrichment, the Li+ detection from water directly shows higher LOD to 10.5 ppm. Moreover, the plasma images, by gate-controlled intensified charge-coupled device, illustrate a different morphology and evolution between that on water surface and filter paper surface through visual observation. This study provides experimental and theoretical experience in a fast way for the quantitative detection of the lightest metal ion (Li+) in liquid.
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Yang X, Li X, Cui Z, Hao Z, Lu Y, Huang J, Yao G, Wang X. Analytical-performance improvement of aqueous solution by chemical replacement combined with surface-enhanced laser-induced breakdown spectroscopy. APPLIED OPTICS 2018; 57:7135-7139. [PMID: 30182972 DOI: 10.1364/ao.57.007135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 07/27/2018] [Indexed: 06/08/2023]
Abstract
In this study, chemical replacement combined with surface-enhanced laser-induced breakdown spectroscopy (CR-SENLIBS) was introduced for detecting the trace chromium (Cr) element in an aqueous solution, which could use chemical replacement to change the sample from liquid to solid. In order to illustrate the analytical-performance of the CR-SENLIBS, the direct analysis of the liquid surface by LIBS (LSLIBS) was investigated for comparison. The results show that the spectral intensity of Cr I 357.86 nm, plasma lifetime, and spectral stability were improved. Moreover, the limit of detection of Cr I 357.86 nm was 0.018 μg/mL, which was lower than 1.814 μg/mL for LSLIBS. Furthermore, the accuracy and precision were improved more than 60% and 80%, respectively; for example, the root-mean-square error of cross-validation was improved from 1.09 to 0.75 μg/mL, and the average relative standard deviation of the predicted concentration of Cr was reduced from 22.89% to 4.53% by using CR-SENLIBS. These results suggest that CR-SENLIBS has good analytical-performance, which exhibits great potential in water quality monitoring.
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Zhang DC, Hu ZQ, Su YB, Hai B, Zhu XL, Zhu JF, Ma X. Simple method for liquid analysis by laser-induced breakdown spectroscopy (LIBS). OPTICS EXPRESS 2018; 26:18794-18802. [PMID: 30114051 DOI: 10.1364/oe.26.018794] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 06/04/2018] [Indexed: 06/08/2023]
Abstract
As a fast-developing technique for in situ multi-element analysis method, laser induced breakdown spectroscopy - LIBS is, however, developing slowly on liquid analysis due to some technical difficulties. We propose a new method, namely capillary mode, to quantify the concentrations of the elements in solution using LIBS. A Nd:YAG laser with repetition of 10 Hz were used to analyze the solution of Na2CrO4 and no any sample preparation in measurements. The experimental results show that the splashing of liquid induced by laser pulses is decreased significantly and the pollution of mirrors is avoided effectively using liquid capillary mode. The results of quantitative analysis for liquid are also improved than other method. The calibration curves of Cr and Na are well characterized by straight lines and the regression coefficient values of the linear fit are better than 0.998. The limits of detection (LODs) of Cr and Na are determined to be 28.9 mg/L and 1.0 mg/L in this work, respectively. The experimental results show that the liquid capillary mode provides a more practical and very simple approach to improve accuracy of quantitative element analysis in liquids by LIBS technique.
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