Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach

Background: Urinary tract infections (UTIs) are considered common facilitating factors, along with other infections, in triggering febrile seizures (FS). The main purpose of our study was to identify specific inflammatory patterns of UTI cases from other infections in a specific cluster, using a com...

Full description

Bibliographic Details
Main Authors: Raluca Maria Costea, Ionela Maniu, Luminita Dobrota, Rubén Pérez-Elvira, Maria Agudo, Javier Oltra-Cucarella, Andrei Dragomir, Ciprian Bacilă, Adela Banciu, Daniel Dumitru Banciu, Călin Remus Cipăian, Roxana Crișan, Bogdan Neamtu
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Brain Sciences
Subjects:
CRP
Online Access:https://www.mdpi.com/2076-3425/11/9/1168
id doaj-d981c706e1b24e27a8a47b2460ad5d91
record_format Article
spelling doaj-d981c706e1b24e27a8a47b2460ad5d912021-09-25T23:48:32ZengMDPI AGBrain Sciences2076-34252021-09-01111168116810.3390/brainsci11091168Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster ApproachRaluca Maria Costea0Ionela Maniu1Luminita Dobrota2Rubén Pérez-Elvira3Maria Agudo4Javier Oltra-Cucarella5Andrei Dragomir6Ciprian Bacilă7Adela Banciu8Daniel Dumitru Banciu9Călin Remus Cipăian10Roxana Crișan11Bogdan Neamtu12Pediatric Research Department, Pediatric Clinical Hospital Sibiu, 550166 Sibiu, RomaniaPediatric Research Department, Pediatric Clinical Hospital Sibiu, 550166 Sibiu, RomaniaFaculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, RomaniaNeuropsychophysiology Laboratory, NEPSA Rehabilitación Neurológica, 37003 Salamanca, SpainNeuropsychophysiology Laboratory, NEPSA Rehabilitación Neurológica, 37003 Salamanca, SpainDepartment of Health Psychology, Universidad Miguel Hernández de Elche, 03202 Elche, SpainN.1 Institute for Health, National University of Singapore, Singapore 117575, SingaporeFaculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, RomaniaDepartment of Bioengineering and Biotechnology, Faculty of Medical Engineering, Politechnic University of Bucharest, 011061 Bucharest, RomaniaDepartment of Bioengineering and Biotechnology, Faculty of Medical Engineering, Politechnic University of Bucharest, 011061 Bucharest, RomaniaFaculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, RomaniaFaculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, RomaniaPediatric Research Department, Pediatric Clinical Hospital Sibiu, 550166 Sibiu, RomaniaBackground: Urinary tract infections (UTIs) are considered common facilitating factors, along with other infections, in triggering febrile seizures (FS). The main purpose of our study was to identify specific inflammatory patterns of UTI cases from other infections in a specific cluster, using a combination of inflammatory biomarkers to differentiate UTIs from other bacterial diseases triggering FS. Method: This prospective study included a number of 136 patients with 197 distinct FS events, from patients hospitalized in the Pediatric Clinical Hospital Sibiu, among which 10.2% were diagnosed with UTIs. Results: In one-third of the patients with UTIs (20 cases), the symptoms were limited to fever and FS. Using two-step cluster analysis, a distinct UTI inflammatory pattern has emerged: highest platelet values (PLT), median value 331 × 103/mm<sup>3</sup> and intermediate C-reactive protein (CRP), median value 15 mg/dL, platelet distribution width (PDW), median value 9.65%, platelet-large cell ratio (P-LCR), median value 14.45%, mean platelet volume (MPV), median value 8.60 fL and neutrophil-to-lymphocyte values (NLR), median value 3.64. Furthermore, higher PDW (median value 12.25%), P-LCR (median value 28.55%), MPV (median value 10.40 fL), CRP (median value 74.00 mg/dL) and NLR values (median value 4.11) were associated mainly (85.7%) with bacterial lower respiratory infections. UTIs were highly unlikely in these patients with significantly increased CRP values and normal values of platelet indices. Conclusions: Considering the nonspecific clinical picture of UTIs at an early age, to optimize the management of FS, a fast diagnosis of UTI is mandatory. The analysis of the inflammatory biomarker clusters (rather than individual parameters) correlated with urine leukocyte and nitrite stick evaluation for specific age groups could help in identifying even oligosymptomatic UTIs patients. The study limitation (20 UTI cases) recommends future multicentric trials on larger datasets to validate the model.https://www.mdpi.com/2076-3425/11/9/1168febrile seizuresurinary tract infectionsinflammatory biomarkerscluster analysislaboratory dataCRP
collection DOAJ
language English
format Article
sources DOAJ
author Raluca Maria Costea
Ionela Maniu
Luminita Dobrota
Rubén Pérez-Elvira
Maria Agudo
Javier Oltra-Cucarella
Andrei Dragomir
Ciprian Bacilă
Adela Banciu
Daniel Dumitru Banciu
Călin Remus Cipăian
Roxana Crișan
Bogdan Neamtu
spellingShingle Raluca Maria Costea
Ionela Maniu
Luminita Dobrota
Rubén Pérez-Elvira
Maria Agudo
Javier Oltra-Cucarella
Andrei Dragomir
Ciprian Bacilă
Adela Banciu
Daniel Dumitru Banciu
Călin Remus Cipăian
Roxana Crișan
Bogdan Neamtu
Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
Brain Sciences
febrile seizures
urinary tract infections
inflammatory biomarkers
cluster analysis
laboratory data
CRP
author_facet Raluca Maria Costea
Ionela Maniu
Luminita Dobrota
Rubén Pérez-Elvira
Maria Agudo
Javier Oltra-Cucarella
Andrei Dragomir
Ciprian Bacilă
Adela Banciu
Daniel Dumitru Banciu
Călin Remus Cipăian
Roxana Crișan
Bogdan Neamtu
author_sort Raluca Maria Costea
title Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
title_short Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
title_full Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
title_fullStr Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
title_full_unstemmed Exploring Inflammatory Status in Febrile Seizures Associated with Urinary Tract Infections: A Two-Step Cluster Approach
title_sort exploring inflammatory status in febrile seizures associated with urinary tract infections: a two-step cluster approach
publisher MDPI AG
series Brain Sciences
issn 2076-3425
publishDate 2021-09-01
description Background: Urinary tract infections (UTIs) are considered common facilitating factors, along with other infections, in triggering febrile seizures (FS). The main purpose of our study was to identify specific inflammatory patterns of UTI cases from other infections in a specific cluster, using a combination of inflammatory biomarkers to differentiate UTIs from other bacterial diseases triggering FS. Method: This prospective study included a number of 136 patients with 197 distinct FS events, from patients hospitalized in the Pediatric Clinical Hospital Sibiu, among which 10.2% were diagnosed with UTIs. Results: In one-third of the patients with UTIs (20 cases), the symptoms were limited to fever and FS. Using two-step cluster analysis, a distinct UTI inflammatory pattern has emerged: highest platelet values (PLT), median value 331 × 103/mm<sup>3</sup> and intermediate C-reactive protein (CRP), median value 15 mg/dL, platelet distribution width (PDW), median value 9.65%, platelet-large cell ratio (P-LCR), median value 14.45%, mean platelet volume (MPV), median value 8.60 fL and neutrophil-to-lymphocyte values (NLR), median value 3.64. Furthermore, higher PDW (median value 12.25%), P-LCR (median value 28.55%), MPV (median value 10.40 fL), CRP (median value 74.00 mg/dL) and NLR values (median value 4.11) were associated mainly (85.7%) with bacterial lower respiratory infections. UTIs were highly unlikely in these patients with significantly increased CRP values and normal values of platelet indices. Conclusions: Considering the nonspecific clinical picture of UTIs at an early age, to optimize the management of FS, a fast diagnosis of UTI is mandatory. The analysis of the inflammatory biomarker clusters (rather than individual parameters) correlated with urine leukocyte and nitrite stick evaluation for specific age groups could help in identifying even oligosymptomatic UTIs patients. The study limitation (20 UTI cases) recommends future multicentric trials on larger datasets to validate the model.
topic febrile seizures
urinary tract infections
inflammatory biomarkers
cluster analysis
laboratory data
CRP
url https://www.mdpi.com/2076-3425/11/9/1168
work_keys_str_mv AT ralucamariacostea exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT ionelamaniu exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT luminitadobrota exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT rubenperezelvira exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT mariaagudo exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT javieroltracucarella exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT andreidragomir exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT ciprianbacila exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT adelabanciu exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT danieldumitrubanciu exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT calinremuscipaian exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT roxanacrisan exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
AT bogdanneamtu exploringinflammatorystatusinfebrileseizuresassociatedwithurinarytractinfectionsatwostepclusterapproach
_version_ 1717367974486081536