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Record W4404206571 · doi:10.1002/mdc3.14251

Imaging Findings of Intracerebral Infection after Deep Brain Stimulation: Pediatric Case Series and Literature Review

2024· letter· en· W4404206571 on OpenAlexaffabout
Andrew Yang, Alexandre Boutet, Vivek Pai, Michael Colditz, Artur Vetkas, Brendan Santyr, Nardin Samuel, Jürgen Germann, Sara Breitbart, Lior Elkam, Birgit Ertl‐Wagner, Alfonso Fasano, Andrés M. Lozano, George M. Ibrahim, Carolina Gorodetsky

Bibliographic record

VenueMovement Disorders Clinical Practice · 2024
Typeletter
Languageen
FieldMedicine
TopicNeurological disorders and treatments
Canadian institutionsOntario Brain InstituteUniversity Health NetworkMontreal Neurological Institute and HospitalUniversity of TorontoSickKids FoundationHospital for Sick ChildrenToronto Western Hospital
Fundersnot available
KeywordsDeep brain stimulationMedicineDystoniaFluid-attenuated inversion recoveryHyperintensitySurgeryCerebral palsyMagnetic resonance imagingChoreaAnesthesiaNeuroimagingRadiologyInternal medicineParkinson's diseasePhysical medicine and rehabilitation

Abstract

fetched live from OpenAlex

Deep brain stimulation (DBS) infection occurs in 3% of adult and 10% of pediatric cases, where the most critical kind is at the intracerebral leads, requiring urgent removal.[1][2][3] Careful confirmation is necessary as explantation elicits symptom reemergence, and reimplantation yields reduced efficacy with an increased reinfection risk.4 Intracerebral DBS infection is underreported, particularly its neuroimaging presentation and occurrences in children.We present the clinical and neuroimaging findings of 4 original pediatric and 24 literature adult cases.Patient 1 (an 11-year-old boy with idiopathic generalized dystonia) received bilateral globus pallidus internus (GPi)-DBS.Six months postoperatively, he developed worsening dystonia and fever, as well as swelling and erythema over the battery, but did not report pain.Incision cultures revealed Staphylococcus aureus.Magnetic resonance imaging (MRI) showed T2/fluidattenuated inversion recovery (FLAIR) hyperintensity in the lentiform nuclei and amygdala without contrast enhancement (CE) (Fig. 1A-F).The leads were explanted and tested positive.Patient 2 (an 11-year-old girl with dyskinetic cerebral palsy secondary to prematurity) received bilateral GPi-DBS.One month later, purulent discharge occurred at the scalp incision, which was tender, and dystonia did not worsen.Cultures revealed S. aureus.MRI indicated CE at the burr hole and T2/FLAIR hyperintensity around the right lead, which was removed and tested positive (Fig. 1G-L).Patient 3 (a 17-year-old boy with dyskinetic cerebral palsy secondary to prematurity) received bilateral GPi-DBS.One year later, the battery and connecting wires were revised due to worsening dystonia and abnormal device impedances.Eight days postoperatively, incisional discharge occurred at the chest without pain.Cultures revealed Serratia, and white blood cell (WBC) count was elevated (13,000).The DBS system was removed, excluding the leads.During this procedure, the lead protrusions were swabbed and tested positive.MRI demonstrated T2/FLAIR hyperintensity of the left-sided lead, and the leads were explanted (Fig. 1M-R; Fig. S1).Patient 4 (a 4-year-old boy with generalized dystonia of presumed genetic etiology) received bilateral GPi-DBS.Three weeks postoperatively, he presented with fever, erythema, and swelling of the chest incision but no pain or worsening dystonia.The battery and connecting wires were removed, swabs indicated S. aureus, and WBC count was elevated (20,800).MRI demonstrated bilateral T2/FLAIR hyperintensity and CE of the leads, which were removed and tested positive (Fig. 1S-X).Overall, our patients were successfully treated with broadspectrum antibiotics.Clinically, 4 children experienced skin changes (eg, erythema), 2 had a fever, and 2 demonstrated worsening dystonia, plausibly due to infection severity, location, involvement of active contacts, and pathogen characteristics (Table S1).On MRI, asymmetric T2/FLAIR hyperintensity was observed in 3 cases and CE in 2, but diffusion restriction was absent (Table S2).A literature review (Table S3) of intracerebral DBS infection, including studies reporting (1) neuroimaging and (2) clinical

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.353
Teacher spread0.335 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2024
Admission routes2
Has abstractyes

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