1. Detection of serum composition in pediatric inflammatory multisystem syndrome associated with SARS-CoV-2 and the response for the treatment by FTIR.
- Author
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Depciuch J, Sieminska I, Jakubczyk P, Klebowski B, Ptak K, Szymońska I, Kwinta P, Siedlar M, Kęsik JJ, Parlinska-Wojtan M, and Baran J
- Subjects
- Humans, Spectroscopy, Fourier Transform Infrared methods, Child, Female, Male, Child, Preschool, Principal Component Analysis, C-Reactive Protein analysis, C-Reactive Protein metabolism, Adolescent, COVID-19 Drug Treatment, COVID-19 blood, COVID-19 complications, Systemic Inflammatory Response Syndrome blood, Systemic Inflammatory Response Syndrome diagnosis, SARS-CoV-2 isolation & purification, Support Vector Machine
- Abstract
Pediatric Inflammatory Multisystem Syndrome (PIMS-TS), associated with SARS-CoV-2 infection, is a severe complication after COVID-19 in children. It is caused by the immune reaction to SARS-CoV-2, and usually appears three to six weeks after the infection. Unfortunately, PIMS causes non-specific symptoms, which makes its diagnosis and treatment difficult. In this paper, we propose Fourier Transform InfraRed spectrometry (FTIR) to identify chemical changes in blood serum of children induced by PIMS and caused by subsequent treatment of the syndrome. The results suggest that although the Principal Component Analysis (PCA) of FTIR data did not allow for differentiation of healthy children and children with PIMS before and after the treatment, the implementation of Support Vector Machine (SVM) showed that the accuracy of the FTIR region between 800 cm
- 1 and 1800 cm- 1 in PIMS detection is as high as 92% with a sensitivity of 100%. The difference in the chemical compositions of sera from the control group and the children after the treatment was detected in 54%, indicating that the treatment was effective. Indeed, the obtained medical data clearly showed a decrease of C-reactive protein (CRP) and Procalcitonin (PCT) concentration in serum after the treatment. The decision tree showed that peak 1455 cm- 1 could be used as a potential FTIR PIMS marker. Importantly, FTIR data correlates well with medical parameters, however the correlation differs with respect to the groups before and after the treatment., Competing Interests: Declarations. Competing interests: The authors declare no competing interests. Ethic declaration: This research was conducted according to the norm and standard in of the Declaration of Helsinki. This study was approved by the local Bioethics Committee of the Jagiellonian University (nr 1072.6120.360.2020). Moreover, written informed consent was obtained from the parents of the children from whom serum was collected. The consent was approved by the Bioethics Committee of the Jagiellonian University, (© 2025. The Author(s).)- Published
- 2025
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