ArticlePloS one2019
Comparison of serum and saliva miRNAs for identification and characterization of mTBI in adult mixed martial arts fighters.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 37 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Pilot Study on the Correlation Between Accelerations Experienced During Matches by Professional Rugby Players and a Profile of Salivary Biomarkers Identified in the Literature as Related to Concussion.
Enhancing Sleep to Improve Brain-heart Functions in People With Persistent Post-concussion Symptoms
Who cites it
37 citing papers in PubMed, 3 syntheses or guidelines pooled it, 63 citations in OpenAlex.
- MicroRNAs as Potential Biomarkers of Post-Traumatic Epileptogenesis: A Systematic Review.International journal of molecular sciences · 2023Pooled it
- Systematic Review of the Diagnostic and Clinical Utility of Salivary microRNAs in Traumatic Brain Injury (TBI).International journal of molecular sciences · 2022Pooled it
- Salivary Biomarkers as Indicators of TBI Diagnosis and Prognosis: A Systematic Review.Molecular diagnosis & therapy · 2022Pooled it
- Biological Markers of Cognitive Impairments in Combat and Contact-Sport Athletes: A Systematic Review.Sports (Basel, Switzerland) · 2026Review
- Article
- A Bioinformatic Study of Genetics Involved in Determining Mild Traumatic Brain Injury Severity and Recovery.Biomedicines · 2025Article
- Changes in peripheral blood and cognitive performance after nonconcussive head impacts in elite female soccer players.Communications medicine · 2025Article
- Advancements in diagnosing Post-concussion Syndrome: insights into epidemiology, pathophysiology, neuropathology, neuroimaging, and salivary biomarkers.Acta neurologica Belgica · 2025Review
- Article
- Association of Longitudinal Oral Microbiome Activity and Pediatric Concussion Recovery.Microorganisms · 2025Article
- Detecting hidden brain injuries.Nature · 2024Article
- A Pilot Study of Saliva MicroRNA Signatures in Children with Moderate-to-Severe Traumatic Brain Injury.Journal of clinical medicine · 2024Article
- Article
- A Pilot Study Investigating the Use of Serum Glial Fibrillary Acidic Protein to Monitor Changes in Brain White Matter Integrity After Repetitive Head Hits During a Single Collegiate Football Game.Journal of neurotrauma · 2024Article
- Refinement of saliva microRNA biomarkers for sports-related concussion.Journal of sport and health science · 2023Article
- Review on the Role of Salivary Biomarkers in the Diagnosis of Mild Traumatic Brain Injury and Post-Concussion Syndrome.Diagnostics (Basel, Switzerland) · 2023Review
- Article
- Serum microRNAs associated with concussion in football players.Frontiers in neurology · 2023Article
- Putting the "mi" in omics: discovering miRNA biomarkers for pediatric precision care.Pediatric research · 2023Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
Traumatic brain injury (TBI) is a major cause of death and disability worldwide, with mild TBI (mTBI) accounting for 85% of cases. mTBI is also implicated in serious long-term sequelae including second impact syndrome and chronic traumatic encephalopathy. mTBI often goes undiagnosed due to delayed symptom onset and limited sensitivity of conventional assessment measures compared with severe TBI. Current efforts seek to identify accurate and reliable non-invasive biomarkers associated with functional measures relevant to long-term outcomes. Here we evaluated the utility of serum and salivary microRNAs (miRNAs) to serve as sensitive and specific peripheral biomarkers of possible mTBI. Our primary objectives were to establish the relationship between peripheral measures of miRNA, objective quantification of head impacts, and sensitive indices of balance and cognitive function in healthy young adult athletes. A secondary objective was to compare the sensitivity of miRNA versus commonly used blood-based protein biomarkers. 50 amateur mixed martial arts (MMA) fighters participated. 216 saliva and serum samples were collected at multiple time points, both pre- and post-fight. Levels of 10 serum proteins were compared in a subset of the fighters (n = 24). Levels of miRNAs were obtained by next generation sequencing. Functional outcomes were evaluated using a computerized assessment system that measured cognitive performance, body sway, and combined cognitive performance and body sway during dual task completion. Data were analyzed using multivariate logistic regression for predictive classification, analysis of variance, correlation analysis and principal component analysis. We identified a subset of salivary and serum miRNAs that showed robust utility at predicting TBI likelihood and demonstrated quantitative associations with head impacts as well as cognitive and balance measures. In contrast, serum proteins demonstrated far less utility. We also found that the timing of the responses varies in saliva and serum, which is a critical observation for biomarker studies to consider.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.