Anthropometric Adiposity and Systemic Inflammatory Markers and Response in Neurological Disease: An Exploratory Study of Cerebrovascular Ischaemic Events Associated to Carotid Atheromatous Processes

Authors

  •  Andreea Nicoleta Tovârnac  PhD student at „Dunărea de Jos”  University   of Galați, Romania Author
  •  Eva-Maria  Elkan   „Dunărea de Jos”   University of Galați, Romania Author https://orcid.org/0000-0003-2094-1089
  •  Florin Tovârnac  PhD student at University „Dunărea de Jos”   University  of Galați, Romania Author
  •  Diana Ionescu  Associate Professor PhD at „Titu Maiorescu”   University of Bucharest, Romania Author
  •  Lăcrămioara Ilie  Author https://orcid.org/0000-0003-2285-9353
  •  Carmen Laura Cristescu-Budală   „Dunărea   de Jos” University  of Galați, Romania Author https://orcid.org/0009-0004-1577-1673
  •  Gabriela Gurău   „Dunărea   de Jos” University  of Galați, Romania.  Author

DOI:

https://doi.org/10.70594/

Keywords:

obesity, anthropometric adiposity, systemic inflammation, neutrophil-to-lymphocyte ratio, ischemic stroke, cerebrovascular ischemic events

Abstract

This exploratory study examined whether anthropometric adiposity and systemic inflammatory response represent convergent or partially distinct biological dimensions in neurological disease, and whether these characteristics differ according to cerebrovascular ischemic-event status. A retrospective observational analysis included 32 clinical monitoring observations from adults evaluated in a neurology department. Anthropometric indicators comprised body mass index (BMI), mid-upper arm circumference (MUAC), waist circumference, and waist-to-height ratio (WHtR). Inflammatory markers included erythrocyte sedimentation rate (ESR), leukocyte, neutrophil, lymphocyte counts, and neutrophil-to-lymphocyte ratio (NLR). Spearman correlations, Benjamini–Hochberg false-discovery-rate correction, Kruskal–Wallis and Mann–Whitney tests, Cliff’s delta, and sensitivity analyses for extreme NLR values were applied. As results, excess body weight was common: 50.0% of observations were overweight and 37.5% obese. NLR was markedly right-skewed (median 3.20; IQR 2.35–4.57). None of the 20 anthropometric–inflammatory correlations remained significant after false-discovery-rate correction. BMI–NLR (ρ=-0.285, p=0.135) and waist circumference–NLR (ρ=-0.350, p=0.063) associations were inverse and nonsignificant. In contrast, strong within-domain correlations were observed, including BMI–WHtR (ρ=0.860) and leukocyte–neutrophil counts (ρ=0.901). Inflammatory markers did not differ significantly across BMI categories. Fourteen observations were classified as cerebrovascular ischemic events; neither anthropometric measures nor NLR significantly differentiated these from other neurological diseases. Sensitivity analyses excluding extreme NLR values did not materially change the findings. In conclusion, anthropometric adiposity and systemic inflammatory response showed strong internal but limited cross-domain coherence. In this small neurological cohort, NLR was not a direct surrogate of adiposity or an isolated discriminator of cerebrovascular ischemic events. These findings support multidimensional, context-dependent interpretation of adiposity and inflammation in neurological disease.

Author Biographies

  •  Andreea Nicoleta Tovârnac , PhD student at „Dunărea de Jos”  University   of Galați, Romania

     Andreea Nicoleta Tovârnac 
     Senior neurologist at Emergency county Hospital of 
     Brăila, PhD student at „Dunărea de Jos”  University 
     of Galați, Romania.  andreeatovarnac@yahoo.com

  •  Eva-Maria  Elkan  , „Dunărea de Jos”   University of Galați, Romania

     Eva-Maria Elkan  
     Senior paediatric neurologist at Emergency County 
     Hospital of Buzău, lecturer PhD at „Dunărea de Jos” 
     University of Galați, Romania. 
     cojocarumariaeva@yahoo.com 
     https://orcid.org/0000-0003-2094-1089 

  •  Florin Tovârnac , PhD student at University „Dunărea de Jos”   University  of Galați, Romania

     Florin Tovârnac 
     Senior Gynecologist at Emergency County Hospital 
     of Brăila, PhD student at University „Dunărea de Jos” 
     University  of Galați, Romania. 
     tovarnacf@yahoo.com 

  •  Diana Ionescu , Associate Professor PhD at „Titu Maiorescu”   University of Bucharest, Romania

     Diana Ionescu 
     Associate Professor PhD at „Titu Maiorescu” 
     University of Bucharest, Romania. 
     diana.ionescu@prof.utm.ro 

  •  Lăcrămioara Ilie 

     Lăcrămioara Ilie 
     Senior paediatrician at Târgu Bujor county Hospital, 
     PhD student at University „Dunărea de Jos” 
     University of Galați, Romania. 
     lacramioara.Ilie@ugal.ro 
     https://orcid.org/0000-0003-2285-9353 

  •  Carmen Laura Cristescu-Budală ,  „Dunărea   de Jos” University  of Galați, Romania

     Carmen Laura Cristescu-Budală 
     Senior paediatrician at Emergency Clinical  Hospital 
     for Children „Saint John” PhD student at  „Dunărea 
     de Jos” University  of Galați, Romania. 
     laura.cristescubudala@gmail.com 
     https://orcid.org/0009-0004-1577-1673

  •  Gabriela Gurău ,  „Dunărea   de Jos” University  of Galați, Romania. 

     Gabriela Gurău 
     Professor habil. PhD at „Dunărea de Jos” University of Galați, Romania.  gabriela.gurau@ugal.ro 

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Published

2026-11-14

Issue

Section

Section 3. Biomedical and Clinical Artificial Intelligence Applications

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