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Barroso TG, Queirós C, Monteiro-Silva F, Santos F, Gregório AH, Martins RC. Reagentless Vis-NIR Spectroscopy Point-of-Care for Feline Total White Blood Cell Counts. BIOSENSORS 2024; 14:53. [PMID: 38275306 PMCID: PMC11154536 DOI: 10.3390/bios14010053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/16/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
Spectral point-of-care technology is reagentless with minimal sampling (<10 μL) and can be performed in real-time. White blood cells are non-dominant in blood and in spectral information, suffering significant interferences from dominant constituents such as red blood cells, hemoglobin and billirubin. White blood cells of a bigger size can account for 0.5% to 22.5% of blood spectra information. Knowledge expansion was performed using data augmentation through the hybridization of 94 real-world blood samples into 300 synthetic data samples. Synthetic data samples are representative of real-world data, expanding the detailed spectral information through sample hybridization, allowing us to unscramble the spectral white blood cell information from spectra, with correlations of 0.7975 to 0.8397 and a mean absolute error of 32.25% to 34.13%; furthermore, we achieved a diagnostic efficiency between 83% and 100% inside the reference interval (5.5 to 19.5 × 109 cell/L), and 85.11% for cases with extreme high white blood cell counts. At the covariance mode level, white blood cells are quantified using orthogonal information on red blood cells, maximizing sensitivity and specificity towards white blood cells, and avoiding the use of non-specific natural correlations present in the dataset; thus, the specifity of white blood cells spectral information is increased. The presented research is a step towards high-specificity, reagentless, miniaturized spectral point-of-care hematology technology for Veterinary Medicine.
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Affiliation(s)
- Teresa Guerra Barroso
- 1H-TOXRUN—One Health Toxicology Research Unit, University Institute of Health Sciences (IUCS), CESPU, CRL, 4585-116 Gandra, Portugal;
| | - Carla Queirós
- LAQV-REQUIMTE, Faculty of Sciences, University of Porto, R. Campo Alegre, 4169-007 Porto, Portugal;
| | - Filipe Monteiro-Silva
- INESC TEC—Institute for Systems and Computer Engineering, Technology and Science—Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (F.M.-S.); (F.S.)
| | - Filipe Santos
- INESC TEC—Institute for Systems and Computer Engineering, Technology and Science—Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (F.M.-S.); (F.S.)
| | - António Hugo Gregório
- Anicura CHV—Veterinary Hospital Center, R. Manuel Pinto de Azevedo 118, 4100-320 Porto, Portugal;
| | - Rui Costa Martins
- INESC TEC—Institute for Systems and Computer Engineering, Technology and Science—Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (F.M.-S.); (F.S.)
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Saeed A, Murshed MN, Al-Shahari EA. Effect of low-dose fast neutrons on the protein components of peripheral blood mononuclear cells of whole-body irradiated Wistar rats. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:40443-40455. [PMID: 32666461 DOI: 10.1007/s11356-020-10085-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 07/09/2020] [Indexed: 06/11/2023]
Abstract
The immune system is exposed to extremely low doses of neutrons under different circumstances, such as through exposure to cosmic rays, nuclear accidents, and neutron therapy. Peripheral blood mononuclear cells (PBMCs) are the primary immune cells that exhibit selective immune responses. Changes in the functions of the protein components of PBMC can be induced by structural modifications of these proteins themselves. Herein, we have investigated the effect of low-dose fast neutrons on PBMC proteins at 0, 2, 4, and 8 days post-whole body irradiation. 64 Wistar rats were used in this study of which, 32 were exposed to fast neutrons at a total dose of 10 mGy (241Am-Be, 0.2 mGy/h), and the other 32 were used as controls. Blood samples were drawn, and PBMCs were isolated from whole blood. Fourier transform infrared (FTIR) spectroscopy and fluorescence spectroscopy were used to estimate the changes in the proteins of PBMCs. An alkaline comet assay was performed to assess DNA damage. Hierarchical cluster analysis (HCA) and principal components analysis (PCA) were utilized to discriminate between irradiated and non-irradiated samples. FTIR and fluorescence spectra of the tested samples revealed alterations in the amides and tryptophan, and therefore protein structure at time intervals of 2 and 4 days post-irradiation. No changes were recorded in samples tested at time intervals of 0 and 8 days post-irradiation. The FTIR band intensities of the PBMC proteins of the irradiated samples decreased slightly and were statistically significant. Curve fitting of the amide I band in the FTIR spectra showed changes in the secondary structure of the proteins. At 2 days post-irradiation, fluorescence spectra of the tested samples revealed decreases in the band tryptophan. The comet assay revealed low levels of DNA damage. In conclusion, low-dose fast neutrons can affect the proteins of PBMC.
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Affiliation(s)
- Abdu Saeed
- Department of Physics, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia.
- Department of Physics, Thamar University, Thamar, Yemen.
| | - Mohammad N Murshed
- Department of Physics, Faculty of Science and Arts, Mohayel Aser, King Khalid University, Abha, Saudi Arabia
- Department of Physics, Faculty of Science, Ibb University, Ibb, Yemen
| | - Eman Abdulqader Al-Shahari
- Department of Biology, Faculty of Science and Arts, Mohayel Aser, King Khalid University, Abha, Saudi Arabia
- Department of Biology, Faculty of Science, Ibb University, Ibb, Yemen
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Ames FQ, Bracht L, Sato F, Vizioli de Castro-Hoshino L, Ambrósio da Rocha B, Oliveira LAD, Parreira de Lima E, Kenji Nakamura Cuman R, Luciano Baesso M, Aparecida Bersani-Amado C. Fish oil preparation inhibits leukocyte recruitment and bands that characterize inflamed tissue in a model of phenol-induced skin inflammation: percutaneous penetration of a topically applied preparation demonstrated by photoacoustic spectroscopy. Nat Prod Res 2018; 34:2341-2345. [PMID: 30584785 DOI: 10.1080/14786419.2018.1533829] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Fish oil (FO) is a natural source of omega-3 fatty acids, with well-established beneficial effects in inflammatory diseases when FO is orally administered. This study investigated the effects of a topically applied FO preparation (FOP) on phenol-induced ear edema and evaluated the percutaneous penetration of FOP in ear tissue. After applying phenol, groups of mice received FOP on the ear. After 1 h, ear tissue was collected to determine the percent inhibition of edema, myeloperoxidase activity, and to perform photoacoustic spectroscopy (PAS). Treatment with FOP did not reduce edema, but reduced myeloperoxidase activity. The FOP decreased the area of bands that characterize inflamed tissue and penetrated into the tissue. These results indicated an inhibitory effect of FOP on leukocyte recruitment in phenol-induced ear edema. These data support the applicability of PAS as a non-destructive method for evaluating the inflammatory response, percutaneous penetration and antiinflammatory activity of compounds.
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Affiliation(s)
- Franciele Queiroz Ames
- Department of Pharmacology and Therapeutics, State University of Maringá, Maringá, Paraná, Brazil
| | - Lívia Bracht
- Department of Biochemistry, State University of Maringá, Maringá, Paraná, Brazil
| | - Francielle Sato
- Department of Physics, State University of Maringá, Maringá, Paraná, Brazil
| | | | - Bruno Ambrósio da Rocha
- Department of Pharmacology and Therapeutics, State University of Maringá, Maringá, Paraná, Brazil
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Ames FQ, Sato F, de Castro LV, de Arruda LLM, da Rocha BA, Cuman RKN, Baesso ML, Bersani-Amado CA. Evidence of anti-inflammatory effect and percutaneous penetration of a topically applied fish oil preparation: a photoacoustic spectroscopy study. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:55003. [PMID: 28492854 DOI: 10.1117/1.jbo.22.5.055003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 04/19/2017] [Indexed: 05/20/2023]
Abstract
This paper investigates the topical anti-inflammatory effect of a fish oil preparation (FOP) in a croton oil (CO) model of skin inflammation. The photoacoustic spectroscopy (PAS) was applied to estimate the percutaneous penetration of the FOP and as a model to evaluate the topical inflammatory response. After applying CO, the groups of mice received a topical application of a FOP on the left ear. The right ear received the vehicle that was used to dilute the CO. After 6 h, ear tissue was collected to determine the percent inhibition of edema, myeloperoxidase (MPO) activity, and cytokine levels and to perform PAS measurements. Treatment with FOP reduced edema and MPO activity, which was at least partially attributed to a decrease in the levels of tumor necrosis factor, interleukin- 1 ? , interleukin-6, keratinocyte-derived chemokine, and monocyte chemoattractant protein-1. The topically applied FOP penetrated into the tissue and decreased the area of the bands that characterize inflamed tissue. The present results demonstrated the topical anti-inflammatory effect of the FOP. PAS suggests that FOP anti-inflammatory activity is linked with its ability to penetrate through the skin.
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Affiliation(s)
- Franciele Q Ames
- State University of Maringá, Department of Pharmacology and Therapeutics, Maringá, Paraná, Brazil
| | - Francielle Sato
- State University of Maringá, Department of Physics, Maringá, Paraná, Brazil
| | | | - Laura L M de Arruda
- State University of Maringá, Department of Pharmacology and Therapeutics, Maringá, Paraná, Brazil
| | - Bruno A da Rocha
- State University of Maringá, Department of Pharmacology and Therapeutics, Maringá, Paraná, Brazil
| | - Roberto K N Cuman
- State University of Maringá, Department of Pharmacology and Therapeutics, Maringá, Paraná, Brazil
| | - Mauro L Baesso
- State University of Maringá, Department of Physics, Maringá, Paraná, Brazil
| | - Ciomar A Bersani-Amado
- State University of Maringá, Department of Pharmacology and Therapeutics, Maringá, Paraná, Brazil
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