Difference between revisions of "SOCR Data N46 TBI ROI Volumes"
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* ID: Unique subject identifier | * ID: Unique subject identifier | ||
* Demographic variables: | * Demographic variables: | ||
| − | ** age | + | ** age: subject age at injury time |
** sex: Males (0) and Females (1) | ** sex: Males (0) and Females (1) | ||
| − | * GCS | + | * GCS ([https://en.wikipedia.org/wiki/Glasgow_coma_scale Glasgow Coma Scale]) |
** field.gcs | ** field.gcs | ||
** er.gcs | ** er.gcs | ||
** icu.gcs | ** icu.gcs | ||
** worst.gcs | ** worst.gcs | ||
| − | * GOSE | + | * GOSE ([http://www.rehabmeasures.org/Lists/RehabMeasures/DispForm.aspx?ID=1096 Extended Glasgow Outcome Scale]) |
** X6m.gose | ** X6m.gose | ||
** X2013.gose | ** X2013.gose | ||
| Line 23: | Line 23: | ||
** temp.injury | ** temp.injury | ||
** surgery | ** surgery | ||
| − | * PERSYT SPIKE DETECTION | + | * PERSYT SPIKE DETECTION (EEG) |
** spikes.hr | ** spikes.hr | ||
** min.hr | ** min.hr | ||
** max.hr | ** max.hr | ||
| − | * Seizures | + | * Seizures: indicators of presence or absence of seizures |
** acute.sz: at acute state | ** acute.sz: at acute state | ||
** late.sz: at chronic state | ** late.sz: at chronic state | ||
| Line 34: | Line 34: | ||
* Chronic: observations 6-16 months following injury | * Chronic: observations 6-16 months following injury | ||
* Neuroimaging Morphometry measures | * Neuroimaging Morphometry measures | ||
| − | ** Global | + | ** Global Measures (either at acute or chronic state): |
| + | *** TBV: total intercranial volume | ||
*** GM: total Gray Matter volume | *** GM: total Gray Matter volume | ||
*** WM: Total White matter volume | *** WM: Total White matter volume | ||
Revision as of 10:40, 19 November 2014
Contents
SOCR Datasets - Acute and Chronic Traumatic Brain Injury (TBI) Neuroimaging study
Data Overview
Examine the precise nature of localized brain atrophy in Traumatic Brain Injury (TBI) using non-invasive imaging methods may provide predictive biomarkers to identify patients at risk to develop Posttraumatic Epilepsy (PTE). Automated shape and volume analysis technique can disclose the presence of focal alteration in patients’ thalami after acute Traumatic Brain Injury.
Data Description and Variable Specification
Missing data were imputed using R's MI package.
- ID: Unique subject identifier
- Demographic variables:
- age: subject age at injury time
- sex: Males (0) and Females (1)
- GCS (Glasgow Coma Scale)
- field.gcs
- er.gcs
- icu.gcs
- worst.gcs
- GOSE (Extended Glasgow Outcome Scale)
- X6m.gose
- X2013.gose
- Injury Type
- skull.fx
- temp.injury
- surgery
- PERSYT SPIKE DETECTION (EEG)
- spikes.hr
- min.hr
- max.hr
- Seizures: indicators of presence or absence of seizures
- acute.sz: at acute state
- late.sz: at chronic state
- ever.sz: lifetime to date
- Acute: observations typically within hours or days of injury
- Chronic: observations 6-16 months following injury
- Neuroimaging Morphometry measures
- Global Measures (either at acute or chronic state):
- TBV: total intercranial volume
- GM: total Gray Matter volume
- WM: Total White matter volume
- CSF: total cerebro-spinal fluid in the brain
- Local Measures of 56-ROI's: volumes of these regions of interest (either at acute or chronic state)
- Global Measures (either at acute or chronic state):
Dataset
Demographic and Clinical Data
| ID | DEMOGRAPHICS | GCS | GOSE | INJURY_CHARACTERISTICS | PERSYT_SPIKE_DETECTION | SEIZURES | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | age | sex(m0f1) | field.gcs | er.gcs | icu.gcs | worst.gcs | X6m.gose | X2013.gose | skull.fx | temp.injury | surgery | spikes.hr | min.hr | max.hr | acute.sz | late.sz | ever.sz |
| 1 | 19 | 0 | 10 | 10 | 10 | 10 | 5 | 5 | 0 | 1 | 1 | 31 | 18 | 329 | 1 | 1 | 1 |
| 2 | 55 | 0 | 9 | 3 | 3 | 3 | 5 | 7 | 1 | 1 | 1 | 169 | 14 | 757 | 0 | 1 | 1 |
| 3 | 24 | 0 | 12 | 12 | 8 | 8 | 7 | 7 | 1 | 0 | 0 | 37 | 0 | 351 | 0 | 0 | 0 |
| 4 | 57 | 1 | 4 | 4 | 6 | 4 | 3 | 3 | 1 | 1 | 1 | 4 | 0 | 59 | 0 | 0 | 0 |
| 5 | 54 | 1 | 14 | 11 | 8 | 8 | 5 | 7 | 0 | 1 | 1 | 55 | 0 | 284 | 0 | 0 | 0 |
| 7 | 21 | 0 | 3 | 3 | 6 | 3 | 3 | 3 | 1 | 0 | 1 | 98 | 0 | 39 | 0 | 0 | 0 |
| 9 | 30 | 0 | 3 | 9 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 44 | 0 | 367 | 0 | 1 | 1 |
| 10 | 38 | 0 | 3 | 6 | 6 | 3 | 3 | 3 | 1 | 1 | 1 | 46 | 4 | 107 | 0 | 1 | 1 |
| 11 | 43 | 0 | 8 | 7 | 7 | 7 | 6 | 7 | 1 | 0 | 1 | 8 | 0 | 72 | 0 | 0 | 0 |
| 12 | 40 | 0 | 12 | 14 | 14 | 12 | 7 | 8 | 0 | 1 | 1 | 27 | 0 | 125 | 0 | 0 | 0 |
| 13 | 21 | 0 | 12 | 13 | 9 | 9 | 7 | 7 | 1 | 0 | 1 | -140 | -34 | 19 | 0 | 1 | 1 |
| 14 | 35 | 1 | 6 | 5 | 6 | 5 | 5 | 7 | 1 | 1 | 0 | 65 | 0 | 655 | 1 | 1 | 1 |
| 15 | 59 | 0 | 14 | 14 | 0 | 0 | 8 | 8 | 1 | 1 | 0 | 104 | 29 | 719 | 0 | 0 | 0 |
| 16 | 32 | 0 | 5 | 6 | 3 | 3 | 4 | 5 | 1 | 0 | 0 | 99 | -17 | 351 | 0 | 0 | 0 |
| 17 | 31 | 0 | 7 | 3 | 9 | 3 | 5 | 7 | 1 | 0 | 0 | 4 | 0 | 28 | 0 | 0 | 0 |
| 18 | 57 | 0 | 4 | 3 | 7 | 3 | 3 | 3 | 0 | 1 | 1 | -150 | -30 | -303 | 0 | 1 | 1 |
| 19 | 18 | 0 | 4 | 3 | 6 | 3 | 5 | 3 | 1 | 1 | 1 | 40 | -37 | 97 | 0 | 1 | 1 |
| 20 | 48 | 0 | 3 | 8 | 7 | 3 | 5 | 7 | 0 | 0 | 0 | 119 | 32 | -73 | 0 | 0 | 0 |
| 22 | 22 | 0 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 10 | 0 | 80 | 0 | 1 | 1 |
| 23 | 20 | 0 | 15 | 14 | 13 | 13 | 5 | 8 | 1 | 1 | 1 | 144 | 9 | 410 | 0 | 1 | 1 |
| 24 | 41 | 0 | 3 | 3 | 6 | 3 | 3 | 7 | 1 | 0 | 0 | 36 | -8 | 397 | 0 | 0 | 0 |
| 25 | 27 | 0 | 15 | 13 | 6 | 6 | 6 | 7 | 1 | 0 | 1 | 90 | -6 | 290 | 0 | 0 | 0 |
| 26 | 23 | 0 | 14 | 14 | 7 | 7 | 4 | 7 | 1 | 1 | 1 | 46 | -13 | 92 | 0 | 0 | 0 |
| 27 | 36 | 0 | 3 | 3 | 3 | 3 | 5 | 6 | 0 | 0 | 0 | 58 | 3 | 664 | 0 | 1 | 1 |
| 28 | 83 | 1 | 14 | 14 | 9 | 9 | 5 | 5 | 0 | 1 | 1 | 209 | 42 | 641 | 1 | 1 | 1 |
| 29 | 26 | 0 | 5 | 7 | 5 | 5 | 6 | 7 | 0 | 1 | 0 | -13 | -15 | 152 | 0 | 0 | 0 |
| 31 | 23 | 0 | 12 | 13 | 13 | 12 | 3 | 7 | 1 | 0 | 1 | 75 | 13 | 155 | 0 | 0 | 0 |
| 32 | 45 | 0 | 6 | 6 | 6 | 6 | 3 | 6 | 0 | 0 | 1 | 105 | -17 | 483 | 0 | 0 | 0 |
| 33 | 18 | 0 | 8 | 8 | 7 | 7 | 7 | 7 | 0 | 0 | 0 | 7 | 0 | 20 | 0 | 1 | 1 |
| 34 | 34 | 0 | 7 | 7 | 3 | 3 | 4 | 6 | 0 | 1 | 1 | 48 | 0 | 226 | 0 | 1 | 1 |
| 35 | 19 | 0 | 3 | 7 | 7 | 3 | 7 | 8 | 0 | 0 | 0 | 97 | 0 | 300 | 0 | 0 | 0 |
| 36 | 77 | 1 | 3 | 6 | 3 | 3 | 3 | 3 | 1 | 1 | 0 | 7 | 0 | 31 | 0 | 1 | 1 |
| 37 | 75 | 0 | 14 | 14 | 12 | 7 | 5 | 8 | 1 | 0 | 0 | 6 | 0 | 42 | 0 | 1 | 1 |
| 38 | 25 | 0 | 14 | 18 | 6 | 6 | 8 | 8 | 0 | 0 | 1 | 30 | 0 | 175 | 1 | 0 | 1 |
| 39 | 62 | 1 | 12 | 8 | 8 | 8 | 3 | 3 | 0 | 1 | 1 | 6 | 0 | 33 | 0 | 1 | 1 |
| 40 | 41 | 0 | 7 | 3 | 7 | 3 | 5 | 5 | 1 | 1 | 1 | 2 | 0 | 23 | 0 | 1 | 1 |
| 41 | 60 | 0 | 3 | 12 | 7 | 3 | 3 | 5 | 1 | 1 | 0 | 4 | 0 | 12 | 0 | 1 | 1 |
| 42 | 29 | 1 | 9 | 14 | 3 | 3 | 8 | 7 | 1 | 0 | 1 | 43 | -13 | 504 | 0 | 1 | 1 |
| 43 | 48 | 0 | 12 | 12 | 11 | 11 | 6 | 7 | 0 | 0 | 1 | 5 | 0 | 43 | 0 | 0 | 0 |
| 44 | 41 | 0 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 0 | 1 | 0 | 15 | 1 | 1 | 1 |
| 45 | 34 | 0 | 6 | 8 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 214 | 3 | 824 | 1 | 1 | 1 |
| 46 | 25 | 1 | 6 | 8 | 3 | 3 | 8 | 7 | 0 | 1 | 0 | 2 | 0 | 36 | 0 | 0 | 0 |
Acute State Neuroimaging Data
Chronic State Neuroimaigng Data
56 ROI Nomenclature
| Index | Volume_Intensity down | ROI_Name |
|---|---|---|
| 0 | 0 | Background |
| 1 | 21 | L_superior_frontal_gyrus |
| 41 | 22 | R_superior_frontal_gyrus |
| 19 | 23 | L_middle_frontal_gyrus |
| 2 | 24 | R_middle_frontal_gyrus |
| 26 | 25 | L_inferior_frontal_gyrus |
| 24 | 26 | R_inferior_frontal_gyrus |
| 34 | 27 | L_precentral_gyrus |
| 18 | 28 | R_precentral_gyrus |
| 42 | 29 | L_middle_orbitofrontal_gyrus |
| 32 | 30 | R_middle_orbitofrontal_gyrus |
| 37 | 31 | L_lateral_orbitofrontal_gyrus |
| 35 | 32 | R_lateral_orbitofrontal_gyrus |
| 45 | 33 | L_gyrus_rectus |
| 28 | 34 | R_gyrus_rectus |
| 21 | 41 | L_postcentral_gyrus |
| 33 | 42 | R_postcentral_gyrus |
| 17 | 43 | L_superior_parietal_gyrus |
| 11 | 44 | R_superior_parietal_gyrus |
| 39 | 45 | L_supramarginal_gyrus |
| 27 | 46 | R_supramarginal_gyrus |
| 5 | 47 | L_angular_gyrus |
| 46 | 48 | R_angular_gyrus |
| 49 | 49 | L_precuneus |
| 3 | 50 | R_precuneus |
| 31 | 61 | L_superior_occipital_gyrus |
| 44 | 62 | R_superior_occipital_gyrus |
| 55 | 63 | L_middle_occipital_gyrus |
| 47 | 64 | R_middle_occipital_gyrus |
| 29 | 65 | L_inferior_occipital_gyrus |
| 12 | 66 | R_inferior_occipital_gyrus |
| 50 | 67 | L_cuneus |
| 43 | 68 | R_cuneus |
| 9 | 81 | L_superior_temporal_gyrus |
| 54 | 82 | R_superior_temporal_gyrus |
| 7 | 83 | L_middle_temporal_gyrus |
| 48 | 84 | R_middle_temporal_gyrus |
| 15 | 85 | L_inferior_temporal_gyrus |
| 22 | 86 | R_inferior_temporal_gyrus |
| 13 | 87 | L_parahippocampal_gyrus |
| 40 | 88 | R_parahippocampal_gyrus |
| 20 | 89 | L_lingual_gyrus |
| 8 | 90 | R_lingual_gyrus |
| 10 | 91 | L_fusiform_gyrus |
| 38 | 92 | R_fusiform_gyrus |
| 56 | 101 | L_insular_cortex |
| 25 | 102 | R_insular_cortex |
| 36 | 121 | L_cingulate_gyrus |
| 6 | 122 | R_cingulate_gyrus |
| 51 | 161 | L_caudate |
| 14 | 162 | R_caudate |
| 23 | 163 | L_putamen |
| 30 | 164 | R_putamen |
| 52 | 165 | L_hippocampus |
| 53 | 166 | R_hippocampus |
| 4 | 181 | cerebellum |
| 16 | 182 | brainstem |
References
- Dinov ID, Petrosyan P, Liu Z, Eggert P, Hobel S, Vespa P, Woo Moon S, Van Horn JD, Franco J and Toga AW. (2014) High-throughput neuroimaging-genetics computational infrastructure. Front. Neuroinform., 8:41. doi: 10.3389/fninf.2014.00041
- Vespa, PM, McArthur, DL, Xu, Y, Eliseo, M, Etchepare, M, Dinov, I, Alger, J, Glenn, TP, Hovda, D. (2010) Nonconvulsive seizures after traumatic brain injury are associated with hippocampal atrophy. Neurology, 75: 792-798.
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