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1.
Childs Nerv Syst ; 36(2): 441-446, 2020 02.
Article in English | MEDLINE | ID: mdl-31659479

ABSTRACT

BACKGROUND: Fibrocartilaginous embolism (FCE) is a rare cause of pediatric ischemic myelopathy. The pathology is thought to result from fragmentation with embolization into the microvasculature of the radicular artery often secondary to high axial force. While most cases arise in the setting of vigorous activity, our case reveals that FCE can also occur during relative physical inactivity. Additionally, while a majority of cases are associated with neck or back pain, our case also reveals that FCE can present without concurrent pain episodes. We describe a rare case of spinal cord infarction (SCI) likely due to FCE in a 14 year old male. Our patient was sitting with his feet elevated, playing a video game, when he developed sudden difficulty moving his arms. Initially presenting with a negative MRI scan and la belle indifference, our patient was suspected to exhibit functional quadraparesis secondary to psychosomatization/adjustment disorder. Repeat MR imaging 7 days later revealed typical findings for FCE with SCI (irregular, pencil-like T2 hyperintensity in the ventral cervical/upper thoracic cord and owl's eye pattern on axial images). Six months later, the diagnosis of FCE remains predominant. Our patient continues to improve with occupational and physical therapy. Ambulatory efforts and bladder function continue to progress. To improve functional gains, the patient is being considered for a chemodenervation procedure. CONCLUSION: Our case reveals that FCE can occur during physical inactivity and present without concurrent pain. Outcome regarding pediatric fibrocartilaginous embolism is highly variant; however, the two largest outcomes reported were either patient death or discharge.


Subject(s)
Cartilage Diseases , Embolism , Paralysis , Spinal Cord Ischemia , Adolescent , Cartilage Diseases/complications , Cartilage Diseases/diagnostic imaging , Embolism/complications , Embolism/diagnostic imaging , Humans , Male , Paralysis/etiology , Spinal Cord
2.
Med Sci Sports Exerc ; 51(7): 1362-1371, 2019 07.
Article in English | MEDLINE | ID: mdl-30694980

ABSTRACT

INTRODUCTION: Concussion prevalence in sport is well recognized, so too is the challenge of clinical and return-to-play management for an injury with an inherent indeterminant time course of resolve. A clear, valid insight into the anticipated resolution time could assist in planning treatment intervention. PURPOSE: This study implemented a supervised machine learning-based approach in modeling estimated symptom resolve time in high school athletes who incurred a concussion during sport activity. METHODS: We examined the efficacy of 10 classification algorithms using machine learning for the prediction of symptom resolution time (within 7, 14, or 28 d), with a data set representing 3 yr of concussions suffered by high school student-athletes in football (most concussion incidents) and other contact sports. RESULTS: The most prevalent sport-related concussion reported symptom was headache (94.9%), followed by dizziness (74.3%) and difficulty concentrating (61.1%). For all three category thresholds of predicted symptom resolution time, single-factor ANOVA revealed statistically significant performance differences across the 10 classification models for all learners at a 95% confidence interval (P = 0.000). Naïve Bayes and Random Forest with either 100 or 500 trees were the top-performing learners with an area under the receiver operating characteristic curve performance ranging between 0.656 and 0.742 (0.0-1.0 scale). CONCLUSIONS: Considering the limitations of these data specific to symptom presentation and resolve, supervised machine learning demonstrated efficacy, while warranting further exploration, in developing symptom-based prediction models for practical estimation of sport-related concussion recovery in enhancing clinical decision support.


Subject(s)
Athletic Injuries/physiopathology , Brain Concussion/physiopathology , Machine Learning , Adolescent , Athletic Injuries/diagnosis , Attention/physiology , Brain Concussion/diagnosis , Clinical Decision-Making , Dizziness/etiology , Football/injuries , Headache/etiology , Humans , Return to Sport , Time Factors
3.
J Neurosurg Pediatr ; 9(3): 222-7, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22380948

ABSTRACT

OBJECT: Multiple surgical procedures have been described for the management of isolated nonsyndromic sagittal synostosis. Minimally invasive techniques have been recently emphasized, but these techniques necessitate the use of an endoscope and postoperative helmeting. The authors assert that a safe and effective, more "minimalistic" approach is possible, avoiding the use of endoscopic visualization and routine postoperative application of a cranial orthosis. METHODS: A single-institution cohort analysis was performed on 18 cases involving infants treated for isolated nonsyndromic sagittal synostosis between 2008 and 2010 using a nonendoscopic, minimally invasive calvarial vault remodeling (CVR) procedure without postoperative helmeting. The surgical technique is described. Variables analyzed were: age at time of surgery, sex, estimated blood loss (EBL), operative time, intraoperative complications, postoperative complications, length of stay, pre- and postoperative cephalic index (CI), clinical impressions, and results of a 5-question nonstandardized questionnaire administered to patient caregivers regarding outcome. RESULTS: Eleven male and 7 female infants (mean age 2.3 months) were included in the study. The mean duration of follow-up was 16.4 months (range 6-38 months). The mean procedural time was 111 minutes (range 44-161 minutes). The mean length of stay was 2.3 days (range 2-3 days). The mean EBL in all 18 patients was 101.4 ml (range 30-475 ml). One patient had significant bone bleeding resulting in an EBL of 475 ml. Excluding this patient, the mean EBL was 79.4 ml (range 30-150 ml). There were no deaths or intraoperative complications; one patient had a superficial wound infection. The mean CI was 69 preoperatively versus 79 postoperatively, a statistically significant difference (p < 0.0001). Two patients were offered helmeting for suboptimal surgical outcome; one family declined and the single helmeted patient showed improvement at 2 months. No patient has undergone further surgery for correction of primary deformity, secondary deformities, or bony irregularities. Complete questionnaire data were available for 14 (78%) of the 18 patients; 86% of the respondents were pleased with the cosmetic outcome, 92% were happy to have avoided helmeting, 72% were doubtful that helmeting would have provided more significant correction, and 86% were doubtful that further surgery would be necessary. Small, palpable, aesthetically insignificant skull irregularities were reported by family members in 6 cases (43%). CONCLUSIONS: The authors present a nonendoscopic, minimally invasive CVR procedure without postoperative helmeting. Their small series demonstrates this to be a safe and efficacious procedure for isolated nonsyndromic sagittal synostosis, with improvements in CI at a mean follow-up of 16.1 months, commensurate with other techniques, and with overall high family satisfaction. Use of a CVR cranial orthosis in a delayed fashion can be effective for the infrequent patient in whom this approach results in suboptimal correction.


Subject(s)
Craniosynostoses/surgery , Craniotomy/methods , Minimally Invasive Surgical Procedures/methods , Plastic Surgery Procedures/methods , Cohort Studies , Craniosynostoses/pathology , Female , Head Protective Devices , Humans , Infant , Male , Postoperative Care , Treatment Outcome
4.
Pediatrics ; 129(1): 28-37, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22129537

ABSTRACT

OBJECTIVES: The pathophysiology of sports-related concussion (SRC) is incompletely understood. Human adult and experimental animal investigations have revealed structural axonal injuries, decreases in the neuronal metabolite N-acetyl aspartate, and reduced cerebral blood flow (CBF) after SRC and minor traumatic brain injury. The authors of this investigation explore these possibilities after pediatric SRC. PATIENTS AND METHODS: Twelve children, ages 11 to 15 years, who experienced SRC were evaluated by ImPACT neurocognitive testing, T1 and susceptibility weighted MRI, diffusion tensor imaging, proton magnetic resonance spectroscopy, and phase contrast angiography at <72 hours, 14 days, and 30 days or greater after concussion. A similar number of age- and gender-matched controls were evaluated at a single time point. RESULTS: ImPACT results confirmed statistically significant differences in initial total symptom score and reaction time between the SRC and control groups, resolving by 14 days for total symptom score and 30 days for reaction time. No evidence of structural injury was found on qualitative review of MRI. No decreases in neuronal metabolite N-acetyl aspartate or elevation of lactic acid were detected by proton magnetic resonance spectroscopy. Statistically significant alterations in CBF were documented in the SRC group, with reduction in CBF predominating (38 vs 48 mL/100 g per minute; P = .027). Improvement toward control values occurred in only 27% of the participants at 14 days and 64% at >30 days after SRC. CONCLUSIONS: Pediatric SRC is primarily a physiologic injury, affecting CBF significantly without evidence of measurable structural, metabolic neuronal or axonal injury. Further study of CBF mechanisms is needed to explain patterns of recovery.


Subject(s)
Athletic Injuries/physiopathology , Brain Concussion/physiopathology , Cerebrovascular Circulation , Adolescent , Athletic Injuries/diagnosis , Brain Concussion/diagnosis , Child , Diffusion Tensor Imaging , Female , Humans , Magnetic Resonance Angiography , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Neurologic Examination
5.
J Craniofac Surg ; 22(5): 1772-8, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21959429

ABSTRACT

BACKGROUND: Intraoperatively administered tranexamic acid (TXA) lessens blood loss during orthopedic and cardiovascular surgery. Its use for craniosynostosis surgery warrants investigation. Therefore, we analyzed our use of TXA during minimally invasive (MI) and open craniosynostosis procedures. METHODS: Fifty-six patients were retrospectively studied: 20 in the MI group, 10 receiving TXA; 36 in the open group, 16 receiving TXA. Study variables were weight-adjusted estimated blood loss (EBL) and calculated blood loss (CBL), transfusion and incidence, transfusion volume, and complications. Calculated blood loss was determined by a novel formula based on red cell mass. RESULTS: In the MI group, median EBL was significantly lower for TXA recipients (9.62 vs 15.94 mL/kg, P = 0.0231), whereas median CBL was not (36.59 vs 34.12 mL/kg, P = 0.7976). Transfusion incidences were 80% TXA versus 100% control (P = 0.4737). Median transfusion volume trended lower (10.76 vs 19.43 mL/kg, P = 0.0723).In the open group, median EBL and CBL for TXA recipients were lower but not significantly different than for nonrecipients (21.86 vs 23.40 mL/kg, P = 0.7416; 53.54 vs 80.13; P = 0.3137). All patients had a transfusion. Median transfusion volume for TXA recipients versus nonrecipients was 34.01 versus 40.35 mL/kg (P = 0.3137). Tranexamic acid greatly minimized the range of EBL and CBL in both surgical groups. There was a significant correlation between the CBL and EBL (P < 0.0001). There were no adverse events. CONCLUSIONS: Intraoperative TXA administration is safe with modest benefit suggested, especially in the MI group. Calculated blood loss correlated well with EBL at lower blood loss volumes, implicating it as a potential measurement of true blood loss.


Subject(s)
Antifibrinolytic Agents/administration & dosage , Blood Loss, Surgical/prevention & control , Craniosynostoses/surgery , Tranexamic Acid/administration & dosage , Chi-Square Distribution , Child , Female , Humans , Intraoperative Care , Male , Minimally Invasive Surgical Procedures , Monte Carlo Method , Retrospective Studies , Statistics, Nonparametric , Treatment Outcome
6.
J Craniofac Surg ; 22(4): 1225-9, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21772211

ABSTRACT

The treatment of sagittal craniosynostosis has evolved from early strip craniectomy to total cranial vault remodeling and now back to attempts at minimally invasive correction. To optimize outcomes while minimizing morbidity, we currently use 2 methods of reconstruction in patients younger than 9 months: spring-mediated cranioplasty (SMC) and minimally invasive strip craniectomy with parietal barrel staving (SCPB). The purpose of this study was to compare the safety and efficacy of the 2 methods. Hospital records of our first 7 SMCs and our last 7 SCPBs were analyzed for demographics, the type of operation performed, estimated blood loss, transfusion requirements, operative time, length of stay in the intensive care unit, length of hospital stay, preoperative cephalic index, postoperative cephalic index, and complications. The techniques were then compared using analysis of variance.All 14 patients successfully underwent cranial vault remodeling with significant improvement in cephalic index. Demographics, length of stay in the intensive care unit (P = 0.15), preoperative cephalic index (P = 0.86), and postoperative cephalic index (P = 0.64) were similar between SMC and SCPB. Spring-mediated cranioplasty had statistically significantly shorter operative time (P = 0.002), less estimated blood loss (P < 0.001), and shorter length of hospital stay (P = 0.009) as compared with SCPB. Complications included 1 spring dislodgment in an SMC that did not require additional management and 1 undercorrection in the SCPB group. Both SMC and SCPB are safe, effective means of treating sagittal craniosynostosis. Spring-mediated cranioplasty has become our predominant means of treatment of scaphocephaly in patients younger than 9 months because of its improved morbidity profile.


Subject(s)
Cranial Sutures/abnormalities , Craniosynostoses/surgery , Craniotomy/methods , Parietal Bone/abnormalities , Plastic Surgery Procedures/methods , Biomechanical Phenomena , Blood Loss, Surgical , Blood Transfusion , Bone Wires , Cephalometry/statistics & numerical data , Cranial Sutures/surgery , Craniotomy/instrumentation , Critical Care , Equipment Failure , Female , Follow-Up Studies , Hospitalization , Humans , Infant , Length of Stay , Male , Minimally Invasive Surgical Procedures , Parietal Bone/surgery , Postoperative Complications , Plastic Surgery Procedures/instrumentation , Retrospective Studies , Safety , Stress, Mechanical , Time Factors , Treatment Outcome
7.
Neurosurgery ; 66(2): 319-22, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20087131

ABSTRACT

OBJECTIVE: This case report describes a new complication associated with a baclofen pump in which its fractured intrathecal catheter migrated into the patient's ventricular system. A thecal model was developed to evaluate catheter buoyancy in artificial cerebrospinal fluid (CSF). The literature was reviewed to identify possible mechanical and physiologic causes of catheter migration. CLINICAL PRESENTATION: A 16-year-old boy with cerebral palsy presented with cervical pain, nausea, and vomiting. He was known to have a nonfunctioning baclofen pump with a 1-piece intrathecal catheter. Imaging studies showed mild ventriculomegaly and a fractured segment of the intrathecal catheter that extended from the cervical subarachnoid space into the third and fourth ventricles. INTERVENTION: The patient had complete symptom resolution after undergoing urgent surgical removal of the catheter segment. Manufacturer analysis of the retrieved catheter revealed a crushed, jagged proximal end. In an experimental thecal sac model, catheter segments in lengths of 0.5 to 89 cm were denser than the artificial CSF and, therefore, did not float in the thecal sac. This finding negates the role of buoyancy in migration. Review of the literature advocates for caudocranial CSF flow patterns as a plausible mechanism for migration. CONCLUSION: This complication alerts surgeons to the migration risk of loose intrathecal catheter segments into the ventricular system. CSF flow patterns and mechanical processes, but not material properties of the catheter, are likely causes.


Subject(s)
Equipment Failure , Foreign-Body Migration/etiology , Infusion Pumps, Implantable/adverse effects , Spinal Cord Injuries/etiology , Adolescent , Baclofen/therapeutic use , Cerebral Palsy/drug therapy , Foreign-Body Migration/surgery , Humans , Male , Muscle Relaxants, Central/therapeutic use , Spinal Cord Injuries/surgery , Tomography, X-Ray Computed/methods
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