| Literature DB >> 25032707 |
W Alan C Mutch1, Michael J Ellis2, M Ruth Graham1, Vincent Wourms1, Roshan Raban1, Joseph A Fisher3, David Mikulis4, Jeffrey Leiter5, Lawrence Ryner6.
Abstract
BACKGROUND: There is a real need for quantifiable neuro-imaging biomarkers in concussion. Here we outline a brain BOLD-MRI CO2 stress test to assess the condition.Entities:
Mesh:
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Year: 2014 PMID: 25032707 PMCID: PMC4102518 DOI: 10.1371/journal.pone.0102181
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographics.
| Subject | Study# | Age/Gender | #PreviousConcussions/PMHx | Mechanism | Duration ofSymptoms | Symptoms | PCSS attime ofstudy | |
|
| 1 | C004 | 27M | 0 | N/A | N/A | N/A | 0 |
| 2 | C008 | 39M | 0 | N/A | N/A | N/A | 0 | |
| 4 | C012 | 41M | 0 | N/A | N/A | N/A | 0 | |
| 5 | C013 | 33M | remote>10 years prior | N/A | N/A | N/A | 0 | |
| 6 | C014 | 29M | 0 | N/A | N/A | N/A | 0 | |
|
| 1 | mTBI004 | 39M | none,migraine | sport-cycling | 6 months | migraine headache, photo,gaze instability | 39 |
| 2 | mTBI006 | 41M | 4 | MVA | 2 months | cognitive, sleep disturbance,affective symptoms,visual disturbance | 51 | |
| 3 | mTBI008 | 38F | 7 | swimming accident | 2 months | exertional headache, posturalinstability, affective | 12 | |
| 4 | mTBI009 | 21M | 3 | sport-football | 2 months | exertional headache, photo,phono, cognitive | 5 | |
| 5 | mTBI010 | 46M | none, remoteviral meningitis | sport-road skiing | 2 months | headache, gaze instability,postural instability | 34 | |
| 6 | mTBI012 | 26M | 4 | fall on ice | 3 weeks | headache, cognitive, fatigue,sleep disturbance | 19 | |
| 7 | mTBI013 | 35M | none,Addison'sdisease | sport-hockey | 2 weeks | headache, postural instability,dizziness | 22 | |
| 8 | mTBI014 | 34M | 1 | school accident | 1 month | headache, photo,cognitive, sleep | 42 | |
|
| 1 | mTBI002 | 23M | 4 | sport-football | asymptomatic | asymptomatic | 2 |
| 2 | mTBI003 | 19M | 3 | sport-hockey | 9 months | blurred vision | 0 | |
| 3 | mTBI011 | 37M | 4 | sport-cycling | 12 months | headache, photo | 2 | |
| 4 | mTBI016 | 21M | 4 | sport-hockey | asymptomatic | asymptomatic | 0 |
Hemodynamics and End-tidal Gases.
| Controls | Sym PCS | Asym PCS | p-values | |
| Blood Pressure Change | 7.2±6.1 | 7.1±6.7 | 12.3±10.5 | 0.504 |
| Baseline end-tidal O2 | 108.3±2.4 | 111.0±5.0 | 108.5±3.5 | 0.443 |
| Baseline end-tidal CO2 | 38.7±3.3 | 40.1±3.5 | 40.1±1.7 | 0.71 |
| CO2 Change | 9.2±1.6 | 11.5±1.9 | 11.6±2.4 | 0.114 |
PCS-post-concussion syndrome.
Sym-symptomatic.
Asym-asymptomatic.
End-tidal tensions in mmHg.
Breath-by-breath change in CO2 between hypercapnia and hypocapnia in mmHg.
Figure 1An example of the end-tidal gas control with the MPET device.
The end-tidal CO2 controlled response is shown in the upper panel. The period of time when the MPET device was active is shown by the horizontal line below. This occurred while the patient was undergoing BOLD EPI. The breathing sequence at baseline 1 (BL1), hypocapnia (Hypo), BL2, hypercapnia (Hyper) and BL3 is seen. In the lower panel the end-tidal O2 trace is seen. The stable end-tidal values during the period of MPET control can be seen.
Figure 2The relationship between whole brain BOLD EPI signal and end-tidal CO2 as controlled by the MPET device.
The R2-value for the regression between the two signals was 0.93 in this instance.
1st Level Analysis.
| Controls | Sym PCS | Asym PCS | p-values | |
| Voxel Count | 56929±713 | 57318±1830 | 59059±928 | 0.092 |
| Whole Brain CVR | 0.36±0.03 | 0.34±0.06 | 0.38±0.05 | 0.447 |
| R2-value | 0.86±0.10 | 0.91±0.06 | 0.89±0.07 | 0.525 |
| % Increased Response to CO2 | 72±21 | 63±15 | 47±38 | 0.307 |
| % Decreased Response to CO2 | 0.02±0.03 | 1.3±1.5 | 0.07±0.08 | 0.084 |
PCS-post-concussion syndrome.
Sym-symptomatic.
Asym-asymptomatic.
Voxel Count in MNI space.
CVR - cerebrovascular reactivity in % arbitrary BOLD units/mmHg CO2.
% Increased - ratio responding:whole brain voxel count.
% Decreased - ratio responding:whole brain voxel count.
Figure 3A and B: A 1st level analysis of a control subject and a symptomatic PCS patient.
The CO2 response was assessed at the p = 0.001 level in both. The number of voxels responding to CO2 in the control patient (C-013) was 94% of the total brain voxel count at this level of statistical significance. In the symptomatic PCS patient (mTBI-004) the voxel response ratio was 46%. The numbers at the left below each axial slice represent the level below or above the anterior commissure – posterior commissure (AC–PC) line. The numbers related to the colour bar are the t-values for the statistical parametric mapping (SPM) 1st level analysis.
2nd Level Analysis.
| Controls | Sym PCS | Asym PCS | p-values | |
| Voxel Count | 56929±713 | 57318±1830 | 59059±928 | 0.092 |
| % Increased Response to CO2 | 0±0 | 3.01±5.10 | 4.44±6.78 | 0.378 |
| % Decreased Response to CO2 | 0±0 | 1.97±1.64 | 0.49±0.31 | 0.024 |
| % Combined | 0±0 | 4.98±4.66 | 4.93±6.69 | 0.156 |
PCS-post-concussion syndrome.
Sym-symptomatic.
Asym-asymptomatic.
% Increased - ratio responding:whole brain voxel count.
% Decreased - ratio responding:whole brain voxel count.
% Combined - (% increased + % decreased) ratio responding:whole brain voxel count.
Figure 4A and B: A 2nd level analysis for a control subject (C-004) compared to the grouped control atlas and a symptomatic PCS patient (mTBI-004) compared to the same atlas of control subjects.
The ‘hot’ color scale shows ‘blobs’ where the CO2 response was less than seen in the controls at the p = 0.05 level. The ‘cold’ colour scale shows where the CO2 response was greater than in the controls at the p = 0.05 level. The levels below and above the AC–PC line are the same as in Figure 3. The numbers related to the colour bar are the t-values for the SPM 2nd level analysis.