# Correlation of Routine Admission Inflammatory Biomarkers with Individual Traumatic Brain Lesion Types in Mild Traumatic Brain Injury

**Authors:** Marios Lampros, Labrini Vlachodimitropoulou, Spyridon Voulgaris, George A. Alexiou

PMC · DOI: 10.3390/biomedicines14020365 · Biomedicines · 2026-02-05

## TL;DR

This study explores how routine blood markers relate to specific brain injuries in mild traumatic brain injury patients, finding limited overall usefulness.

## Contribution

The study investigates associations between inflammatory biomarkers and specific traumatic brain lesion types in mild TBI patients.

## Key findings

- Routine biomarkers like PLR, SII, and GPR showed no significant differences between CT-positive and CT-negative patients.
- Subdural hematoma was associated with higher GPR and PLR in isolated lesion analyses, though not significant after correction.
- Patients with multiple injuries had higher PLR and SII compared to those with isolated lesions.

## Abstract

Background: Routine admission inflammatory and metabolic biomarkers have been proposed as adjunctive tools in mild traumatic brain injury (mTBI). However, their association with specific traumatic intracranial lesion types remains unclear. Methods: We conducted a prospective observational study including adult patients with isolated mTBI who underwent head computed tomography (CT) on admission. Admission laboratory parameters included the platelet-to-lymphocyte ratio (PLR), systemic immune-inflammation index (SII), and glucose-to-potassium ratio (GPR). Two predefined endpoints were assessed. The first compared biomarker values between CT-positive and CT-negative patients. The second evaluated associations between biomarkers and individual intracranial lesion subtypes, including analyses restricted to isolated lesions. Results: A total of 125 patients were included, of whom 95 (76%) were CT-positive. No significant differences were observed between CT-positive and CT-negative patients for PLR (p = 0.793), GPR (p = 0.531), or SII (p = 0.291). In lesion-specific analyses including all intracranial injuries, subdural hematoma (SDH) was associated with higher GPR compared with patients without SDH (p = 0.016). In analyses restricted to patients with isolated lesions, SDH was associated with higher PLR (p = 0.018) and higher GPR (p = 0.015). No significant associations were observed between any biomarker and intraparenchymal hemorrhage, subarachnoid hemorrhage, or epidural hematoma (all p > 0.05). Patients with multiple intracranial injuries exhibited higher PLR (p = 0.012) and higher SII (p = 0.021) compared with those with isolated lesions. After correction for multiple comparisons, none of the observed associations remained statistically significant. Conclusions: These findings suggest that routine systemic biomarkers have limited global discriminatory value in mTBI. Exploratory lesion-specific associations with SDH did not remain significant after correction for multiple comparisons, underscoring the preliminary nature of these findings.

## Linked entities

- **Diseases:** subarachnoid hemorrhage (MONDO:0005099)

## Full-text entities

- **Genes:** GH1 (growth hormone 1) [NCBI Gene 2688] {aka GH, GH-N, GHB5, GHN, IGHD1A, IGHD1B}, IL33 (interleukin 33) [NCBI Gene 90865] {aka C9orf26, DVS27, IL1F11, NF-HEV, NFEHEV}, UCHL1 (ubiquitin C-terminal hydrolase L1) [NCBI Gene 7345] {aka HEL-117, HEL-S-53, NDGOA, PARK5, PGP 9.5, PGP9.5}, SDS (serine dehydratase) [NCBI Gene 10993] {aka SDH, hSDH}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, GFAP (glial fibrillary acidic protein) [NCBI Gene 2670] {aka ALXDRD}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, CCL21 (C-C motif chemokine ligand 21) [NCBI Gene 6366] {aka 6Ckine, CKb9, ECL, SCYA21, SLC, TCA4}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, S100B (S100 calcium binding protein B) [NCBI Gene 6285] {aka NEF, S100, S100-B, S100beta}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** neurological deficits (MESH:D009461), mass lesions (MESH:C536030), EDH (MESH:D046748), hemorrhage (MESH:D006470), Falls (MESH:C537863), cerebral contusion (MESH:D000070624), traumatic lesion (MESH:D009059), intraparenchymal hemorrhage (MESH:D020202), CT (MESH:C000719218), SDH (MESH:D006408), contusion (MESH:D003288), intracranial hemorrhage (MESH:D020300), coronary artery disease (MESH:D003324), stroke (MESH:D020521), motor vehicle accidents (MESH:D000081084), malignancies (MESH:D009369), DM (MESH:D003920), Traumatic Intracranial Lesions (MESH:D020198), GPR (MESH:D011191), neuroinflammatory (MESH:D000090862), concussion (MESH:D001924), Intracranial Lesions (MESH:D020765), insulin resistance (MESH:D007333), TBI (MESH:D000070642), hematoma (MESH:D006406), hyperglycemia (MESH:D006943), PLR (MESH:D001791), NLR (MESH:D015467), Inflammatory (MESH:D007249), skull fracture (MESH:D012887), Trauma (MESH:D014947), Post-traumatic neutrophilia (MESH:C563010), parenchymal injury (MESH:D002543), SAH (MESH:D013345), death (MESH:D003643), Brain Lesion (MESH:D001927), hematologic disorders (MESH:D006402), consciousness (MESH:D003244)
- **Chemicals:** alcohol (MESH:D000438), blood glucose (MESH:D001786), glucose (MESH:D005947), cortisol (MESH:D006854), catecholamines (MESH:D002395), potassium (MESH:D011188)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938831/full.md

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Source: https://tomesphere.com/paper/PMC12938831