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Not yet recruitingNCT07397091paeds_mTBI_BioUpdated Mar 31, 2026

Using Routine Inflammatory and Metabolic Blood Tests (Bedside Included) to Predict Brain Injury in Children After Minor Head Trauma

An observational study in Brain Injury Traumatic Mild, sponsored by Iuliu Hatieganu University of Medicine and Pharmacy. Not yet recruiting at 7 sites in Romania. Open to participants aged Up to 18 Years. Per ClinicalTrials.gov, last updated 2026-03-31.

Sponsored by Iuliu Hatieganu University of Medicine and Pharmacy · Observational

From the registry’s dates

  • Primary completion was expected by Jun 2026, 4 months ago, but the record still lists the study as not yet recruiting.
Study type
Observational
Model
Other
Time perspective
Retrospective
Enrollment
800
Ages
Up to 18 Years
Sex
All
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Study summary

Traumatic brain injury (TBI) poses significant strains on the paediatric population, for which the possible side effects of diagnostic imagistics could induce life-altering conditions. Routine inflammatory and metabolic biomarkers (complete blood count, C reactive protein, glucose) are frequently sampled in the paediatric patients admited within emergency departments, including the low-resource settings. This study aims to retrospectively document whether such routine blood biomarkers could predict a positive head CT scan and subsequently contribute to a prediction score, ment to enable more accurate decision on which minor TBI paediatric patients should be submitted to diagnotic imagistics.

Read the detailed description

Epidemiology and Clinical Context Traumatic brain injury (TBI) is a significant global health concern, with an estimated paediatric global annual incidence of 226.4 cases per 100,000 children. The vast majority of these cases are categorized as non-severe, as up to 95% of head injuries in children are classified as minor or mild (mTBI). Nevertheless, approximately one-third of paediatric patients experience persistent symptoms lasting beyond one month.

The current diagnostic gold standard remains non-contrast head Computed Tomography (CT). However, CT utilization carries significant associated risks, including exposure to ionizing radiation, high institutional costs, and the frequent necessity for procedural sedation. To mitigate these risks, clinical decision rules such as PECARN, CATCH, and CHALICE were developed to identify children at high risk for intracranial lesions. Despite these tools, most CT scans are still performed in cases of mTBI where the diagnostic yield is remarkably low.

As such, additional aiding tools have been investigated for refining the clinical decision rules regarding the paediatric mTBI patients in need of a CT scan.

Brain-Specific Biomarkers (GFAP, UCH-L1, S100B) In 2018, the US FDA authorized the first biomarkers (GFAP and UCH-L1) for predicting the necessity of CT scans in patients with minor TBI, supported by the ALERT-TBI trial. These markers serve as critical tools for both diagnosis and prognosis in neurotrauma.

GFAP (Glial Fibrillary Acidic Protein) is an astroglial protein that can predict positive CT findings in children with a sensitivity of 94% and a specificity of 47%. Its high sensitivity makes it an ideal "rule-out" marker.

UCH-L1 (Ubiquitin C-terminal Hydrolase L1) is a neuronal marker released into the bloodstream following axonal injury.

While extensively studied, S100B has shown limitations in paediatric emergency care. Research demonstrated it could not accurately predict positive CT findings in children with a normal GCS. Furthermore, its specificity is hindered by age-dependent baseline levels.

Routine Hematological and Metabolic Markers Beyond brain-specific proteins, routine complete blood count (CBC) parameters and metabolic markers provide an immediate, cost-effective snapshot of the injury's systemic impact, additionally to being easily accessible even in low-resource environments.

  1. Inflammatory Indexes (NLR, Delta NLR, SII) Paediatric TBI patients with intracranial lesions on imaging demonstrate a significantly higher absolute neutrophil count.

    Significant differences in the Neutrophil-to-Lymphocyte Ratio (NLR) are observed at 24 and 48 hours post-injury. Longitudinal changes (Delta NLR) are associated with poorer clinical outcomes in children.

    The Systemic Immune-Inflammation Index (SII) (Neutrophils × Platelets / Lymphocytes) is increasingly used to monitor the secondary inflammatory cascade.

  2. Glucose as a Modifiable Risk Factor Metabolic distress, specifically hyperglycemia, is a critical factor in the acute phase of TBI.

Admission glucose levels are a potentially modifiable risk factor in TBI; elevated glucose is closely linked to the severity of the primary injury and the occurrence of coagulopathy in TBI patients, further complicating the clinical trajectory. Elevated blood glucose levels may aid clinicians in the decision-making process for ordering CT scans in cases of minor head trauma.

Conclusion The integration of specialized biomarkers like GFAP and UCH-L1 offers high sensitivity for ruling out acute pathology, yet their availability remains limited in the setting of emergency care. As such, routine biomakers, such as glucose levels, CBC panel and its derived inflammatory indexes, could provide relevant prognostic data in a more cost-effective approach for the triage and monitoring of emergency department paediatric mTBI, whilst limiting the radiation exposure of paediatric patients.

02

Conditions studied

  • Brain Injury Traumatic Mild

Keywords

  • routine biomarkers
  • traumatic brain injury
  • inflammatory
  • metabolic
03

In context

Brain Concussion

637 studies on the registry are indexed under Brain Concussion; 163 are open to participants now.

This study's planned enrollment of 800 is above the median of 149 across 166 observational studies indexed under Brain Concussion.

Browse Brain Concussion studies →

Lead sponsor

Iuliu Hatieganu University of Medicine and Pharmacy is the lead sponsor of 56 studies on the registry; 15 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
Up to 18 Years
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Paediatric patients being admitted to ED for minor traumatic brain injuries, who are undergoing a head CT scan and routine blood tests.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

Patients aged 0 to 18 years old presenting to the ED with mild traumatic brain injury (with or without cervical injury):

  1. Mild TBI will be defined as GCS 14-15 or A (AVPU) upon admission
  2. Patients underwent head CT
  3. Routine blood biomarkers have been collected (complete blood count - CBC, biochemistry and/or (arterial) venos blood gases - (A)VBG).

Exclusion criteria

Exclusion Criteria:

  • Patients with moderate (GCS 13-9 or V) or severe (GCS 8-3 or P,U) head trauma
  • Patients with associated trauma (limb/rib/pelvic fractures, organ injuries).
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Study design

Observational model
Other
Time perspective
Retrospective
Enrollment
800 participants (estimated)
Patient registry
No

Groups and cohorts

  • Patients aged 0 to 18, mild TBI (GCS 14-15 or A on AVPU)

    Patients aged 0 to 18 years old presenting to the ED with mild traumatic brain injury (with or without cervical injury): 1. Mild TBI will be defined as GCS 14-15 or A (AVPU) upon admission 2. Patients underwent head CT 3. Routine blood biomarkers have been collected (complete blood count - CBC, biochemistry and/or (arterial) venos blood gases - (A)VBG).

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What researchers measure

Primary outcomes

  1. Routine Biomarkers

    1. CBC, the following items being mandatory: * WBC (white blood cells) and its subpopulations (NEU, LYM, MON) * NLR (neutrophiles-to-lymphocytes ratio) * PLR (platelets-to-lymphocyes ratio) * MLR (monocytes-to-lymphocytes ratio) * SII (systemic immune inflammation) index = NEU x PLT/ LYM * SIRI (systemic inflammatory response index) = NEU x MON/ LYM 2. C Reactive Protein 3. Glucose 4. (A)VBG - pH, lactate, base deficit, anion gap, bicarb

    Time frame: Upon ED admission for mTBI

Secondary outcomes

  1. Epidemiological Data

    Additionally, epidemological data will be collected (age, gender, trauma mechanism, associated lessions, risk factors for TBI classification, physical examination, need of procedural sedation, seniority of treating physician, disposition), alongside the results of the head (and cervical) CT scan.

    Time frame: Upon ED admission for mTBI

Other outcomes

  1. TBI Registry

    A TBI registry will be also filled in, registering all TBI patients who do not meet the study inclusion criteria (mTBI without CT scan, moderate and severe TBI). For these patients, the collected data are the following: * patient ID * gender, age * GCS upon admission * TBI severity (as mentioned in the final ED diagnosis) * seniority of treating physician

    Time frame: Upon ED admission for mTBI

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Study locations

7 sites
  • Spitalul Clinic Judetean de Urgenta
    Arad, Romania
    • Monica I Puticiu, MD, PhD, Lecturer · Contactputiciumonica@yahoo.com · +40744 519 805
    • Monica I Puticiu, MD, PhD, Lecturer · Principal investigator
  • Spitalul Judetean de Urgenta
    Baia Mare, Romania
    • Dacian Juca, MD · Contactdacij@yahoo.co.uk
    • Lavinia D Ciurdas, MD · Principal investigator
  • Spitalul Clinic Judetean de Urgenta
    Bistriţa, Romania
    • Julia Magyar, MD · Contactjuliamagyar@yahoo.com · +40746 835 556
    • Julia Magyar, MD · Principal investigator
  • Spitalul Judetean de Urgenta MAVROMATI
    Botoșani, Romania
    • Ramona I Ciornea, RN · Contactrciornea44@gmail.com · +40740 499 490
    • Ramona I Ciornea, RN · Principal investigator
  • Spitalul Clinic de Urgenta penru Copii
    Brasov, Romania
    • Octavian Dumitras, MD · Contactodumitras@yahoo.com · +40746 603 788
    • Octavian Dumitras, MD · Principal investigator
  • Spitalul Clinic de Urgenta pentru Copii
    Cluj-Napoca, Romania
    • Daniela M Mitrofan, MD, PhD · Contactdanamitro@yahoo.com · +40 751 110 065
    • Daniela M Mitrofan, MD · Principal investigator
  • Spitalul Clinic Judetean de Urgenta
    Craiova, Romania
    • Luciana Rotaru, MD, PhD, Professor · Contactlucianarotaru@yahoo.com · +40751 110 065
    • Luciana Rotaru, MD, PhD, Professor · Principal investigator
08

References and documents

Publications

  • Alexiou GA, Sotiropoulos A, Lianos GD, Zigouris A, Metaxas D, Nasios A, Michos E, Mitsis M, Pachatouridis D, Voulgaris S. Blood Glucose Levels May Aid the Decision for CT Scan in Minor Head Trauma. Dis Markers. 2019 Apr 9;2019:1065254. doi: 10.1155/2019/1065254. eCollection 2019. PubMed 31093304 ↗
  • Alexiou GA, Lianos G, Fotakopoulos G, Michos E, Pachatouridis D, Voulgaris S. Admission glucose and coagulopathy occurrence in patients with traumatic brain injury. Brain Inj. 2014;28(4):438-41. doi: 10.3109/02699052.2014.888769. Epub 2014 Feb 24. PubMed 24564221 ↗
  • Shi J, Dong B, Mao Y, Guan W, Cao J, Zhu R, Wang S. Review: Traumatic brain injury and hyperglycemia, a potentially modifiable risk factor. Oncotarget. 2016 Oct 25;7(43):71052-71061. doi: 10.18632/oncotarget.11958. PubMed 27626493 ↗
  • Parenrengi MA, Suryaningtyas W, Dariansyah AD, Utomo B, Taryana GO, Kusumo C, Brilliantika SP. Utility of systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio as a predictive biomarker in pediatric traumatic brain injury. Surg Neurol Int. 2024 Dec 6;15:456. doi: 10.25259/SNI_900_2024. eCollection 2024. PubMed 39777169 ↗
  • Melo JRT, Masini MHH, de Oliveira JG, Veiga JCE. Performance of the neutrophil-lymphocyte ratio as a predictor of severity and mortality in children and adolescents with traumatic brain injury. Childs Nerv Syst. 2024 Dec;40(12):4251-4257. doi: 10.1007/s00381-024-06556-9. Epub 2024 Jul 30. PubMed 39080015 ↗
  • Mukherjee S, Sivakumar G, Goodden JR, Tyagi AK, Chumas PD. Prognostic value of leukocytosis in pediatric traumatic brain injury. J Neurosurg Pediatr. 2020 Dec 25;27(3):335-345. doi: 10.3171/2020.7.PEDS19627. Print 2021 Mar 1. PubMed 33361484 ↗
  • Kimball R, Shachar E, Eyerly-Webb S, Patel DM, Spader H. Using the neutrophil-to-lymphocyte ratio to predict outcomes in pediatric patients with traumatic brain injury. Clin Neurol Neurosurg. 2020 Jun;193:105772. doi: 10.1016/j.clineuro.2020.105772. Epub 2020 Mar 3. PubMed 32155528 ↗
  • Siempis T, Georgalis PA, Lianos G, Kafritsas G, Metaxas D, Alexiou ES, Zika J, Sotiropoulos A, Alexiou GA, Voulgaris S. Blood Biomarkers for Prediction of Positive CT Findings in Mild Traumatic Brain Injury in Paediatric Population. J Integr Neurosci. 2023 Jul 7;22(4):91. doi: 10.31083/j.jin2204091. PubMed 37519178 ↗
  • Oris C, Pereira B, Durif J, Simon-Pimmel J, Castellani C, Manzano S, Sapin V, Bouvier D. The Biomarker S100B and Mild Traumatic Brain Injury: A Meta-analysis. Pediatrics. 2018 Jun;141(6):e20180037. doi: 10.1542/peds.2018-0037. Epub 2018 May 1. PubMed 29716980 ↗
  • Babcock L, Byczkowski T, Mookerjee S, Bazarian JJ. Ability of S100B to predict severity and cranial CT results in children with TBI. Brain Inj. 2012;26(11):1372-80. doi: 10.3109/02699052.2012.694565. Epub 2012 Jun 22. PubMed 22725661 ↗
  • Papa L, Brophy GM, Welch RD, Lewis LM, Braga CF, Tan CN, Ameli NJ, Lopez MA, Haeussler CA, Mendez Giordano DI, Silvestri S, Giordano P, Weber KD, Hill-Pryor C, Hack DC. Time Course and Diagnostic Accuracy of Glial and Neuronal Blood Biomarkers GFAP and UCH-L1 in a Large Cohort of Trauma Patients With and Without Mild Traumatic Brain Injury. JAMA Neurol. 2016 May 1;73(5):551-60. doi: 10.1001/jamaneurol.2016.0039. PubMed 27018834 ↗
  • Wang KK, Yang Z, Zhu T, Shi Y, Rubenstein R, Tyndall JA, Manley GT. An update on diagnostic and prognostic biomarkers for traumatic brain injury. Expert Rev Mol Diagn. 2018 Feb;18(2):165-180. doi: 10.1080/14737159.2018.1428089. Epub 2018 Jan 23. PubMed 29338452 ↗
  • Bazarian JJ, Biberthaler P, Welch RD, Lewis LM, Barzo P, Bogner-Flatz V, Gunnar Brolinson P, Buki A, Chen JY, Christenson RH, Hack D, Huff JS, Johar S, Jordan JD, Leidel BA, Lindner T, Ludington E, Okonkwo DO, Ornato J, Peacock WF, Schmidt K, Tyndall JA, Vossough A, Jagoda AS. Serum GFAP and UCH-L1 for prediction of absence of intracranial injuries on head CT (ALERT-TBI): a multicentre observational study. Lancet Neurol. 2018 Sep;17(9):782-789. doi: 10.1016/S1474-4422(18)30231-X. Epub 2018 Jul 24. PubMed 30054151 ↗
  • Marincowitz C, Lecky FE, Townend W, Borakati A, Fabbri A, Sheldon TA. The Risk of Deterioration in GCS13-15 Patients with Traumatic Brain Injury Identified by Computed Tomography Imaging: A Systematic Review and Meta-Analysis. J Neurotrauma. 2018 Mar 1;35(5):703-718. doi: 10.1089/neu.2017.5259. Epub 2018 Jan 11. PubMed 29324173 ↗
  • Sheppard JP, Nguyen T, Alkhalid Y, Beckett JS, Salamon N, Yang I. Risk of Brain Tumor Induction from Pediatric Head CT Procedures: A Systematic Literature Review. Brain Tumor Res Treat. 2018 Apr;6(1):1-7. doi: 10.14791/btrt.2018.6.e4. PubMed 29717567 ↗
  • Eisenberg MA, Andrea J, Meehan W, Mannix R. Time interval between concussions and symptom duration. Pediatrics. 2013 Jul;132(1):8-17. doi: 10.1542/peds.2013-0432. Epub 2013 Jun 10. PubMed 23753087 ↗
  • Babl FE, Borland ML, Phillips N, Kochar A, Dalton S, McCaskill M, Cheek JA, Gilhotra Y, Furyk J, Neutze J, Lyttle MD, Bressan S, Donath S, Molesworth C, Jachno K, Ward B, Williams A, Baylis A, Crowe L, Oakley E, Dalziel SR; Paediatric Research in Emergency Departments International Collaborative (PREDICT). Accuracy of PECARN, CATCH, and CHALICE head injury decision rules in children: a prospective cohort study. Lancet. 2017 Jun 17;389(10087):2393-2402. doi: 10.1016/S0140-6736(17)30555-X. Epub 2017 Apr 11. PubMed 28410792 ↗
  • Baticulon RE, Sy JJ, Haizel-Cobbina J, Du L, Figueredo L, Hounjet C, Mitchell R, Shlobin NA, Dewan MC. Global Epidemiology of Pediatric Traumatic Brain Injury: Systematic Review and Meta-Analysis. Neurosurgery. 2025 Dec 12. doi: 10.1227/neu.0000000000003875. Online ahead of print. PubMed 41384742 ↗

Individual participant data

Plan to share: Undecided

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reached

Start is estimated for Apr 2026; primary completion for Jun 2026, 2 months later.

How these figures are worked out, and which studies are left out of them.

Registered
Jan 30, 2026
First posted
Feb 9, 2026
StartEst.
Apr 20, 2026
Primary completionEst.
Jun 20, 2026
CompletionEst.
Jun 20, 2026
Last update
Mar 31, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Mar 31, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT07397091
Lead sponsor
Iuliu Hatieganu University of Medicine and Pharmacy
Collaborators
Children's Emergency Clinical Hospital Cluj-Napoca
Responsible party
Eugenia-Maria Lupan-Muresan (Assistant Professor, Iuliu Hatieganu University of Medicine and Pharmacy) — Principal investigator
First posted
Feb 9, 2026
Start date
Apr 20, 2026 (estimated)
Primary completion
Jun 20, 2026 (estimated)
Completion
Jun 20, 2026 (estimated)
Last update
Mar 31, 2026

Study contacts

Eugenia M Lupan-Muresan, MD, PhD
Contact
muresan.eugenia@umfcluj.ro
+40748451098
Daniela M Mitrofan, MD
Contact
danamitro@yahoo.com
+40 751 110 065
Eugenia M Lupan-Muresan, MD, PhD
principal investigator · Iuliu Hatieganu University of Medicine and Pharmacy Cluj-Napoca
Daniela M Mitrofan, MD
principal investigator · Children's Emergency County Hospital Cluj-Napoca

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is not yet recruiting, as verified in Jan 2026. You cannot join it, but the record below documents what was studied.

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