| Literature DB >> 29147631 |
Hesham Zakaria1, Sameah Haider1, Ian Lee1.
Abstract
Surgery in and around eloquent brain structures poses a technical challenge when the goal of surgery is maximal safe resection. Magnetic resonance imaging (MRI) has revolutionized the diagnosis and treatment of neurological disorders, but tractography still remains limited in terms of utility because of the requisite manual labor and time required combined with the high risk of bias and inaccuracy. Automated whole brain tractography (AWBT) has simplified this workflow, overcoming historical barriers, and allowing for integration into modern neuronavigation. However, current literature showing the usefulness of this new technology is limited. In this study, we aimed to illustrate the utility of AWBT during cranial surgery and its ability to affect presurgical and intraoperative clinical decision making. We performed a retrospective chart review of cases that underwent AWBT for one year from July 2016 to July 2017. All patients underwent conventional anatomic MRI with and without contrast sequences, in addition to diffusion tensor imaging (DTI) on a 3 Tesla MRI scanner (Ingenia 3.0T, Philips, Amsterdam NL). Post-hoc AWBT processing was performed on a separate workstation. Patients were subsequently grouped into those that had undergone either language or motor mapping and those that did not. We compared both sets of patients to see any differences in patient age, sex, laterality of surgery, depth of resection from cortical surface, and smallest distance between the lesion and adjacent eloquent white matter tracts. We identified illustrative cases which demonstrated the ability of AWBT to affect surgical decision making. In this single-center series, we identified 73 total patients who underwent AWBT for intracranial surgery, of which 28 patients underwent either speech or language mapping. When comparing mapping to non-mapping patients, we found no difference with respect to age, gender, laterality of surgery, or whether the surgery was a revision. The distance between the lesion and eloquent white matter tracts demonstrated a statistically significant difference between mapping and non-mapping patients, namely in the corticospinal tract (p < 0.0001), the superior longitudinal fasciculus (p < 0.0001), and the arcuate fasciculus (p < 0.004). Patients who underwent mapping were at equal risk for having a postoperative deficit (p = 0.772) but had an improved chance of recovery (p = 0.041) after surgery. We believe this phenomenon is related to increased awareness and avoidance of functional tissue during surgery, which occurs due to the combination of preoperatively identifying white matter tracts with AWBT and intraoperatively testing margins with mapping. We provide two illustrative cases that show the impact of AWBT on patient outcomes. In conclusion, AWBT is relatively simple to perform and provides vital information for surgeons about eloquent white matter tracts that can be used to help improve patient outcomes.Entities:
Keywords: automated whole brain tractography; brain mri; glioblastoma; neuro-oncology; neuronavigation; neurosurgery; neurosurgical outcomes; tractography
Year: 2017 PMID: 29147631 PMCID: PMC5673476 DOI: 10.7759/cureus.1656
Source DB: PubMed Journal: Cureus ISSN: 2168-8184
Patients Who Underwent Speech and/or Motor Mapping
WHO: World Health Organization
CST: Corticospinal Tract
SLF: Superior Longitudinal Fasciculus
AF: Arcuate Fasciculus
Oligo: Oligodendroglioma
MM: Millimeters
Pt: Patient
| Pt # | Age | Sex | Side | Craniotomy | Revision Surgery | Speech Map | Motor Map | Depth of Resection (MM) | MM From CST | MM from SLF | MM from AF | New Postop Deficit | Deficit Recovery within 3 mo? | Histology | Major Morbidity |
| 1 | 75 | M | Left | Parietal | No | Yes | No | 31 | 19.6 | 2 | 2 | No | Glioblastoma | None | |
| 2 | 70 | M | Right | Frontal | Yes | Yes | Yes | 14.2 | 0 | 17.1 | 22.1 | No | Metastatic Squamous Cell | None | |
| 3 | 45 | F | Right | Fronto-parietal | Yes | No | Yes | 32.7 | 0 | 11.3 | 13.2 | Yes | Yes | Metastatic Poorly Differentiated Carcinoma | None |
| 4 | 31 | F | Right | Frontal | Yes | No | Yes | 47.4 | 28.6 | 24.5 | 30.2 | No | Anaplastic Astrocytoma | None | |
| 5 | 26 | M | Right | Parietal | No | No | Yes | 54.5 | 0 | 13 | 15 | No | Glioblastoma | None | |
| 6 | 29 | M | Right | Frontal | Yes | Yes | Yes | 37.5 | 12.3 | 17.3 | 8.6 | No | Oligo | None | |
| 7 | 26 | M | Left | Fronto-temporal | No | Yes | Yes | 40.6 | 0 | 0 | 0 | Yes | No | Glioblastoma | None |
| 8 | 36 | M | Left | Frontal | Yes | Yes | Yes | 60.5 | 8 | 0 | 5.3 | No | Glioblastoma | None | |
| 9 | 53 | F | Left | Temporal | Yes | Yes | No | 28 | 24.3 | 0 | 0 | Yes | Yes | Anaplastic Oligo | None |
| 10 | 38 | F | Right | Parietal | Yes | No | Yes | 24.5 | 16.7 | 23.7 | 18.5 | No | Oligo | None | |
| 11 | 67 | F | Left | Parietal | No | No | Yes | 68.3 | 5 | 0 | 0 | No | Glioblastoma | None | |
| 12 | 55 | M | Left | Fronto-parietal | Yes | Yes | Yes | 35.1 | 0 | 0 | 0 | No | Glioblastoma | None | |
| 13 | 26 | F | Left | Parietal | No | Yes | Yes | 48.6 | 0 | 0 | 0 | No | Astrocytoma | None | |
| 14 | 65 | M | Right | Parietal | No | No | Yes | 57.8 | 0 | 0 | 16.6 | Yes | No | Metastatic Poorly Differentiated Carcinoma | None |
| 15 | 44 | M | Right | Parietal | Yes | No | Yes | 41.1 | 0 | 18.7 | 0 | No | Glioblastoma | None | |
| 16 | 64 | M | Right | Frontal | No | No | Yes | 39 | 14.7 | 8.9 | 14 | No | Glioblastoma | None | |
| 17 | 73 | F | Left | Parietal | No | No | Yes | 39.6 | 0 | 0 | 24.1 | No | Radiation Necrosis | None | |
| 18 | 32 | M | Right | Frontal | No | Yes | Yes | 97 | 0 | 0 | 0 | No | Glioblastoma | None | |
| 19 | 62 | M | Right | Fronto-parietal | No | No | Yes | 40.4 | 0 | 11.3 | 18.3 | No | Glioblastoma | None | |
| 20 | 66 | M | Right | Fronto-parietal | Yes | No | Yes | 50.4 | 0 | 0 | 0 | No | Glioblastoma | None | |
| 21 | 76 | F | Left | Frontal | Yes | No | Yes | 54.9 | 0 | 0 | 18.1 | No | Glioblastoma | None | |
| 22 | 62 | F | Left | Parietal | Yes | No | Yes | 74.8 | 0 | 0 | 0 | No | Glioblastoma | None | |
| 23 | 26 | F | Left | Temporal-Parietal | No | Yes | Yes | 41.3 | 41 | 11.4 | 0 | Yes | Yes | Anaplastic Oligo | None |
| 24 | 63 | M | Left | Frontal | Yes | No | Yes | 20.6 | 0 | 14.3 | 33.8 | Yes | Yes | Anaplastic Astrocytoma | None |
| 25 | 48 | M | Right | Frontal | No | No | Yes | 68.8 | 0 | 0 | 42 | Yes | Yes | Glioblastoma | None |
| 26 | 76 | M | Left | Temporal | No | Yes | No | 53.4 | 25 | 36.1 | 0 | No | Glioblastoma | None | |
| 27 | 70 | M | Right | Parietal | No | No | Yes | 41.8 | 0 | 0 | 19.8 | No | Glioblastoma | None | |
| 28 | 45 | F | Right | Parietal | No | No | Yes | 41.7 | 10.5 | 26.8 | 15 | No | Glioblastoma | None |
Patients Who Did Not Undergo Mapping
WHO: World Health Organization
CST: Corticospinal Tract
SLF: Superior Longitudinal Fasciculus
AF: Arcuate Fasciculus
Oligo: Oligodendroglioma
MM: Millimeters
Pt: Patient
| Pt # | Age | Sex | Side | Craniotomy | Revision Surgery | Depth of Resection (MM) | MM From CST | MM from SLF | MM from AF | New Postop Deficit | Deficit Recovery within 3 mo? | Histology | Major Morbidity |
| 1 | 55 | M | Left | Parietal | Yes | 12.2 | 30 | 15 | 15 | No | Metastatic Squamous Cell | ||
| 2 | 45 | M | Right | Parietal | No | 76.4 | 36 | 0 | 0 | Yes | No | Glioblastoma | Intracerebral hemorrhage |
| 3 | 54 | F | Left | Frontal | No | 68 | 3.5 | 3 | 15 | Yes | No | Glioblastoma | Intracerebral hemorrhage |
| 4 | 46 | M | Right | Fronto-temporal | No | 37.1 | 18 | 8.6 | 10 | No | Glioblastoma | ||
| 5 | 46 | M | Left | Temporal-Parietal | No | 51.2 | 8.3 | 11.4 | 9.8 | No | Atypical Meningioma | ||
| 6 | 70 | M | Left | Fronto-temporal | No | 50.3 | 22 | 26.8 | 26.8 | No | Meningioma | ||
| 7 | 36 | F | Left | Temporal | No | 40 | 25.7 | 20.8 | 13 | No | Anaplastic Astrocytoma | ||
| 8 | 56 | M | Left | Parietal | Yes | 37.7 | 0 | 9.6 | 10 | No | Reactive Changes | ||
| 9 | 55 | M | Left | Parietal | Yes | 52.3 | 34.5 | 10.7 | 13.9 | No | Reactive Changes | ||
| 10 | 55 | F | Left | Temporal | No | 52.6 | 15.9 | 16.4 | 15.9 | No | Glioblastoma | ||
| 11 | 74 | M | Right | Temporal | No | 34.3 | 36.2 | 28.2 | 28.2 | No | Glioblastoma | ||
| 12 | 64 | M | Bilateral | Bicoronal | No | 48.8 | 70.1 | 44.5 | 83.4 | Yes | No | Atypical Meningioma | Intracerebral hemorrhage |
| 13 | 57 | M | Left | Frontal | Yes | 69.2 | 21.2 | 33.3 | 35.8 | No | Glioblastoma | ||
| 14 | 63 | F | Left | Temporal | No | 22.3 | 30.5 | 20.3 | 16.4 | No | Anaplastic Astrocytoma | ||
| 15 | 61 | M | Left | Parietal | No | 76.1 | 0 | 0 | 0 | No | Glioblastoma | ||
| 16 | 69 | M | Right | Suboccipital | No | 49.2 | 10.6 | 60.9 | 53.4 | No | Metastatic Adenocarcinoma | ||
| 17 | 55 | M | Bilateral | Bicoronal | No | 91.5 | 17.9 | 17.2 | 22.3 | No | Metastatic Melanoma | ||
| 18 | 53 | F | Left | Fronto-temporal | No | 41.7 | 30.1 | 40.5 | 52.3 | No | Meningioma | ||
| 19 | 48 | M | Left | Temporal | No | 40.3 | 36.1 | 36.6 | 26.4 | No | Glioblastoma | ||
| 20 | 52 | M | Right | Temporal | Yes | 12.8 | 37 | 27.8 | 14.6 | No | Glioblastoma | ||
| 21 | 71 | F | Right | Frontal | No | 73.5 | 15.1 | 0 | 37.3 | No | Glioblastoma | ||
| 22 | 38 | M | Left | Parietal | Yes | 44.1 | 0 | 12.4 | 10.1 | No | Astrocytoma | ||
| 23 | 54 | M | Right | Temporal | Yes | 32 | 0 | 11.2 | 0 | No | Diffuse Large B-Cell Lymphoma | ||
| 24 | 48 | F | Right | Temporal | No | 56.8 | 0 | 14.8 | 0 | Yes | No | Anaplastic Astrocytoma | |
| 25 | 60 | F | Left | Temporal | Yes | 40.3 | 18.5 | 30.4 | 16.6 | Yes | No | Gliosarcoma | |
| 26 | 48 | F | Left | Fronto-temporal | No | 31.5 | 19 | 40.9 | 52.1 | No | Meningioma | ||
| 27 | 55 | F | Right | Fronto-temporal | No | 16.9 | 13.3 | 16.9 | 18.7 | Yes | Yes | Metastatic Adenocarcinoma | |
| 28 | 56 | M | Right | Temporal | Yes | 31 | 14.5 | 43.2 | 11.7 | No | Glioblastoma | ||
| 29 | 73 | F | Left | Occipital | No | 26.1 | 51.6 | 22.6 | 23.4 | Yes | No | Glioblastoma | Intracerebral hemorrhage |
| 30 | 57 | M | Left | Parietal | No | 49 | 17.2 | 13.1 | 18.7 | Yes | Yes | Metastatic Small Cell Carcinoma | |
| 31 | 45 | F | Right | Temporal | No | 44.3 | 42.7 | 17.8 | 32.5 | No | Oligo | ||
| 32 | 54 | M | Right | Parietal | Yes | 35.7 | 36.7 | 22.6 | 10.9 | No | Glioblastoma | ||
| 33 | 77 | M | Right | Temporal | No | 44.3 | 25 | 31 | 12.6 | No | Glioblastoma | ||
| 34 | 55 | M | Right | Temporal | No | 38.5 | 36.7 | 35.7 | 0 | No | Anaplastic Astrocytoma | ||
| 35 | 53 | M | Left | Frontal | Yes | 74.2 | 7.3 | 21.1 | 53.2 | No | Glioblastoma | ||
| 36 | 63 | F | Left | Frontal | No | 37.8 | 47 | 9.4 | 62.1 | No | Meningioma | ||
| 37 | 42 | M | Right | Frontal | Yes | 34.3 | 31 | 6.3 | 21 | No | Oligo | ||
| 38 | 71 | M | Left | Temporal | No | 50.6 | 26.4 | 36 | 10.7 | No | Glioblastoma | ||
| 39 | 55 | M | Right | Temporal-Parietal | No | 19.1 | 43.9 | 31.9 | 32.2 | No | Meningioma | ||
| 40 | 46 | M | Right | Occipital | Yes | 40.9 | 59.8 | 29.8 | 18.9 | No | Glioblastoma | ||
| 41 | 27 | M | Right | Frontal | Yes | 71.4 | 0 | 0 | 0 | No | Glioblastoma | ||
| 42 | 58 | F | Left | Frontal | No | 31 | 41.4 | 15.7 | 24.8 | No | Metastatic Poorly Differentiated Carcinoma | ||
| 43 | 86 | M | Left | Occipital | No | 84.5 | 24.2 | 36.4 | 16.6 | Yes | No | Glioblastoma | |
| 44 | 59 | M | Right | Parietal | No | 52.3 | 41.7 | 19.1 | 0 | No | Glioblastoma | ||
| 45 | 60 | F | Right | Occipital | Yes | 43 | 45.4 | 32.4 | 37.3 | No | Glioblastoma |
Comparative Statistics
Student’s unpaired t-test and Fisher’s exact test were used to compare variables when appropriate.
* signifies statistically significant results, and include CST distance, SLF distance, arcuate fasciculus distance, and deficit recovery after surgery.
CST: corticospinal tract; GBM: glioblastoma; SD: standard deviation; SLF: superior longitudinal fasciculus
| With Monitoring | Without Monitoring | ||||||
| Age | |||||||
| Mean (SD) | 51.75 | (17.78) | 56.11 | (11.23) | p=0.252 | ||
| Median (Range) | 54 | (26-76) | 55 | (27-86) | |||
| Sex (%) | |||||||
| Male | 17 | (60.71%) | 30 | (66.67%) | p=0.624 | ||
| Female | 11 | (39.29%) | 15 | (33.33%) | |||
| Laterality (%) | |||||||
| Left | 13 | (46.43%) | 23 | (51.11%) | p=0.631 | ||
| Right | 15 | (53.57%) | 20 | (44.44%) | |||
| Bicoronal | 0 | (0.00%) | 2 | (4.44%) | |||
| Revision (%) | 13 | (46.43%) | 15 | (33.33%) | p=0.325 | ||
| Speech Mapping (%) | 11 | (39.29%) | |||||
| Motor Mapping (%) | 25 | (89.29%) | |||||
| Both (%) | 8 | (28.57%) | |||||
| Depth of Resection (mm) | |||||||
| Mean (SD) | 45.91 | (17.53) | 45.94 | (18.70) | p=0.995 | ||
| Median (Range) | 41.5 | (14.2-97) | 43 | (12.2-91.5) | |||
| CST Distance (mm) | |||||||
| Mean (SD) | 7.35 | (11.28) | 25.38 | (17.03) | p<0.0001* | ||
| Median (Range) | 0 | (0-41) | 25 | (0-70.1) | |||
| SLF Distance (mm) | |||||||
| Mean (SD) | 8.44 | (10.49) | 21.83 | (13.84) | p<0.0001* | ||
| Median (Range) | 1 | (0-36.1) | 20.3 | (0-60.9) | |||
| Arcuate Fasciculus Distance (mm) | |||||||
| Mean (SD) | 11.31 | (12.03) | 21.86 | (18.46) | p<0.004* | ||
| Median (Range) | 10.9 | (0-42) | 16.6 | (0-83.4) | |||
| Deficit (%) | 7 | (25.00%) | 9 | (20.00%) | p=0.772 | ||
| Deficit Recovery (%) | 6 | (85.71%) | 2 | (22.22%) | p=0.041* | ||
| GBM (%) | 17 | (60.71%) | 21 | (46.67%) | p=0.336 | ||
| Meningioma (%) | 0 | (0.00%) | 7 | (15.56%) | |||
| Metastasis (%) | 3 | (10.71%) | 6 | (13.33%) | |||
| Astrocytoma (%) | 3 | (10.71%) | 5 | (11.11%) | |||
| Oligodendroglioma (%) | 4 | (14.29%) | 2 | (4.44%) | |||
| Other (%) | 1 | (3.57%) | 4 | (8.89%) | |||
Figure 1MRI of the brain and automated whole brain tractography (AWBT) for Case 1
A) Axial MRI of the brain with contrast showing a right-sided mass, denoted by a red arrow. B) Sagittal MRI of the brain with contrast showing a right-sided mass, denoted by a red arrow. C) AWBT image showing the tumor to be sitting within the corticospinal tract. D) AWBT image showing the tumor (denoted by red arrow), sitting within the corticospinal tract (denoted by yellow arrow).
AWBT: automated whole brain tractography; MRI: magnetic resonance imaging
Figure 2MRI of the brain and automated whole brain tractography(AWBT) for Case 2
A) Axial MRI of the brain with contrast showing a right-sided mass (denoted by red arrow). B) Sagittal MRI of the brain with contrast showing a right-sided mass (denoted by red arrow). C) AWBT image showing the tumor to be sitting deep and adjacent to the corticospinal tract. D) AWBT image showing the tumor (denoted by red arrow), sitting adjacent to the deep portions of the corticospinal tract (denoted by yellow arrow).
AWBT: automated whole brain tractography; MRI: magnetic resonance imaging