Acute Kidney Injury in Subarachnoid Hemorrhage: Exploring its Clinical Significance and Prognostic Implications.

OBJECTIVES: Subarachnoid hemorrhage (SAH) from spontaneous rupture of an aneurysm is a debilitating condition with high morbidity and mortality. Patients with SAH remain understudied, particularly concerning the evaluation of incidence and consequences of subsequent acute kidney injury (AKI). In this study, we aim to explore the risk factors and outcomes of AKI in patients with SAH. MATERIALS AND METHODS: International Classification of Diseases, 9th Edition and 10th Edition (ICD-10-CM) codes were used to query the National Inpatient Sample (NIS) for patients with a diagnosis of SAH between 2010-2019. Subgroup analysis was stratified by AKI diagnosis during the same hospitalization. AKI and non-AKI groups were assessed for baseline clinical characteristics, interventions, complications, and outcomes. Descriptive statistics, multivariate regressions, and propensity score-matching were performed using IBM SPSS 28. NEED TO MENTION NIH-SSS RESULTS: Of 76,553 patients diagnosed with nontraumatic SAH between 2010-2019, 10,634 (13.89%) had a comorbid diagnosis of AKI. Patients with AKI were older (p<0.01) and more often obese (p < 0.01), compared to the non-AKI group. A multivariate regression found the diagnosis of AKI to be independently correlated with poor functional outcome (p<0.001), above average length of stay (p < 0.001), and in-hospital mortality (p < 0.001) when controlling for age, SAH severity, and other comorbidities. CONCLUSIONS: This study showed significant association between AKI and adverse outcomes in SAH patients, and a correlation between AKI and heightened complication rates, poor functional outcome, extended hospital stays, and elevated mortality rates. Early detection of AKI in SAH patients is vital to enhance their chances of recovery.

Impact of comorbid allergic diseases on health-related quality of life of Hong Kong schoolchildren.

BACKGROUND: Studies on the relationship between childhood allergic disease and health-related quality of life (HRQOL) have mostly been confined to a single allergic condition. Therefore, a composite allergic score (CAS) was derived to assess the accumulated effect of eczema, asthma, and allergic rhinitis on HRQOL in Hong Kong schoolchildren. METHODS: Parents of grade one/two or grade eight/nine schoolchildren completed a questionnaire assessing the prevalence and severity of eczema (POEM), asthma (C-ACT/ACT), and allergic rhinitis (VAS) and schoolchildren's HRQOL (PedsQL). Three rounds of recruitment were conducted. A total of 19 primary and 25 secondary schools agreed to participate. RESULTS: Data from 1140 caregivers of grade one/two schoolchildren and 1048 grade eight/nine schoolchildren were imputed and analyzed. The proportion of female respondents were lower in grade one/two (37.7%) but higher in grade eight/nine (57.3%). 63.8% of grade one/two and 58.1% of grade eight/nine schoolchildren reported having at least one allergic disease. In general, greater disease severity was significantly associated with lower HRQOL. After controlling for age, gender, and allergic comorbidity in hierarchical regressions, CAS significantly predicted all HRQOL outcomes in both grade one/two and grade eight/nine schoolchildren. Female grade eight/nine schoolchildren reported lower HRQOL outcomes. CONCLUSION: Composite allergic score may be a practical tool to evaluate allergic comorbidity and the effectiveness of treatments targeting common pathological mechanisms of allergic diseases. Non-pharmaceutical approaches should be considered, especially for patients with more than one allergic disease and greater severity.

Comparison of Characteristics, Inpatient Outcomes, and Trends in Percutaneous Versus Open Placement of Spinal Cord Stimulators.

OBJECTIVES: Spinal cord stimulation (SCS) is an effective treatment modality for chronic pain conditions for which other treatment modalities have failed to provide relief. Ample prospective studies exist supporting its indications for use and overall efficacy. However, less is known about how SCS is used at the population level. Our objective is to understand the demographics, clinical characteristics, and utilization patterns of open and percutaneous SCS procedures. MATERIALS AND METHODS: The Nationwide Inpatient Sample data base of 2016-2019 was queried for cases of percutaneous or open placement (through laminotomy/laminectomy) of SCS (excluding SCS trials) using International Classification of Disease (ICD), 10th revision, procedure coding system. Baseline demographic characteristics, complications, ICD-Clinical Modification, Diagnosis Related Group, length of stay (LOS), and yearly implementation data were collected. Complications and outcomes were evaluated in total and between the open and percutaneous SCS groups. RESULTS: A total of 2455 inpatients had an SCS placed, of whom 1970 (80.2%) received SCS through open placement. Placement of open SCS was associated with Caucasian race (odds ratio [OR] = 1.671, p < 0.001), private insurance (OR = 1.332, p = 0.02), and age more than 65 years (OR = 1.25, p = 0.034). The most common diagnosis was failed back surgery syndrome (23.8%). Patients with percutaneous SCS were more likely to have a hospital stay of < 1 day (OR = 2.318; 95% CI, 1.586-3.387; p < 0.001). Implant complications during the inpatient stay were positively associated with open SCS placement and reported in 9.4% of these cases (OR = 3.247, p < 0.001). CONCLUSIONS: Patients who underwent open SCS placement were more likely to be older, Caucasian, and privately insured. Open SCS placement showed greater LOS and implant-related complications during their hospital stay. These findings highlight both potential socioeconomic disparities in health care access for chronic pain relief and the importance of increasing age and medical comorbidities as important factors that can influence SCS implants in the inpatient setting.

Cardiac arrest in spontaneous subarachnoid hemorrhage and associated outcomes.

OBJECTIVE: The authors sought to analyze a large, publicly available, nationwide hospital database to further elucidate the impact of cardiopulmonary arrest (CA) in association with subarachnoid hemorrhage (SAH) on short-term outcomes of mortality and discharge disposition. METHODS: This retrospective cohort study was conducted by analyzing de-identified data from the National (Nationwide) Inpatient Sample (NIS). The publicly available NIS database represents a 20% stratified sample of all discharges and is powered to estimate 95% of all inpatient care delivered across hospitals in the US. A total of 170,869 patients were identified as having been hospitalized due to nontraumatic SAH from 2008 to 2014. RESULTS: A total of 5415 patients (3.2%) were hospitalized with an admission diagnosis of CA in association with SAH. Independent risk factors for CA included a higher Charlson Comorbidity Index score, hospitalization in a small or nonteaching hospital, and a Medicaid or self-pay payor status. Compared with patients with SAH and not CA, patients with CA-SAH had a higher mean NIS Subarachnoid Severity Score (SSS) ± SD (1.67 ± 0.03 vs 1.13 ± 0.01, p < 0.0001) and a vastly higher mortality rate (82.1% vs 18.4%, p < 0.0001). In a multivariable model, age, NIS-SSS, and CA all remained significant independent predictors of mortality. Approximately 18% of patients with CA-SAH survived and were discharged to a rehabilitation facility or home with health services, outcomes that were most predicted by chronic disease processes and large teaching hospital status. CONCLUSIONS: In the largest study of its kind, CA at onset was found to complicate roughly 3% of spontaneous SAH cases and was associated with extremely high mortality. Despite this, survival can still be expected in approximately 18% of patients.

Comparison of Adherence to the 2013 ACC/AHA Cholesterol Guideline in a Teaching Versus Nonteaching Outpatient Clinic.

BACKGROUND: Little information is available regarding prescribers' adherence rate to the 2013 American College of Cardiology (ACC)/American Heart Association (AHA) cholesterol guideline, especially that from a teaching versus a nonteaching setting. OBJECTIVES: We aim to evaluate adherence rates to the 2013 ACC/AHA cholesterol guideline in a teaching versus a nonteaching practice site. In addition, the impact of a pharmacist-led seminar on adherence rate to the guideline was assessed. METHODS: This study is a 2-part retrospective chart review. Part 1 consists of patients who were initiated on statin therapy between December 2013 and November 2014. Patients were analyzed to determine if they received concordant statin therapy as recommended by the guideline. For the second part, we evaluated the impact of a seminar on the adherence rate to the guideline. RESULTS: Of the 325 patients who received a statin prescription, 233 were included in the study. Prescriber adherence to the guideline was 42.9%, which was significantly lower than the 65.8% observed in a study previously conducted at a teaching outpatient clinic ( P < 0.0001). For the second part of our study, prescriber adherence to the guideline 3 months before the pharmacist-led seminar was 53.5%, and this adherence rate remained virtually unchanged at 54.2% at 3 months after the educational session. CONCLUSION: The overall adherence rate to the 2013 ACC/AHA cholesterol guideline from this nonteaching outpatient clinic was significantly lower than that previously observed in a teaching outpatient clinic. The single pharmacist-led seminar did not significantly affect prescribers' adherence rate to the guideline.

Distinctive Characteristics of Thoracolumbar Junction Region Stenosis.

STUDY DESIGN: Retrospective case series and systemic literature meta-analysis. BACKGROUND: Thoracolumbar junction region stenosis produces spinal cord compression just above the conus and may manifest with symptoms that are not typical of either thoracic myelopathy or neurogenic claudication from lumbar stenosis. OBJECTIVE: As few studies describe its specific pattern of presenting symptoms and neurological deficits, this investigation was designed to improve understanding of this pathology. METHODS: A retrospective review assessed surgically treated cases of T10-L1 degenerative stenosis. Clinical outcomes were evaluated with the thoracic Japanese Orthopedic Association score. In addition, a systematic review and meta-analysis was performed in accordance with guidelines provided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). RESULTS: Of 1069 patients undergoing laminectomy at 1477 levels, 31 patients (16M/15F) were treated at T10-L1 a mean age 64.4 (SD=11.8). Patients complained of lower extremity numbness in 29/31 (94%), urinary dysfunction 11/31 (35%), and back pain 11/31 (35%). All complained about gait difficulty and objective motor deficits were detected in 24 of 31 (77%). Weakness was most often seen in foot dorsiflexion 22/31 (71%). Deep tendon reflexes were increased in 10 (32%), decreased in 11 (35%), and normal 10 (32%); the Babinski sign was present 8/31 (26%). Mean thoracic Japanese Orthopedic Association scores improved from 6.4 (SD=1.8) to 8.4 (SD=1.8) ( P <0.00001). Gait subjectively improved in 27/31 (87%) numbness improved in 26/30 (87%); but urinary function improved in only 4/11 (45%). CONCLUSIONS: Thoracolumbar junction stenosis produces distinctive neurological findings characterized by lower extremity numbness, weakness particularly in foot dorsiflexion, urinary dysfunction, and inconsistent reflex changes, a neurological pattern stemming from epiconus level compression and the myelomeres for the L5 roots. Surgery results in significant clinical improvement, with numbness and gait improving more than urinary dysfunction. Many patients with thoracolumbar junction stenosis are initially misdiagnosed as being symptomatic from lumbar stenosis, thus delaying definitive surgery.

The Clinical Impact of Vascular Endothelial Growth Factor/Receptor (VEGF/R) Inhibitors on Voice.

Background: Vascular endothelial growth factor/receptor (VEGF/R) inhibitors are used in chemotherapy protocols to limit tumor angiogenesis. Recent evidence shows they are associated with hoarseness, but their impact on vocal cord function has not been fully identified. Objectives: To describe the preliminary laryngeal findings in patients undergoing chemotherapy with VEGF/R inhibitors, and to describe possible mechanisms of their effect on vocal fold function. Methods: A retrospective case series was conducted in a tertiary medical center between July 2008 and August 2022. Cancer patients developing hoarseness while undergoing chemotherapy with VEGF/R inhibitors underwent videolaryngostroboscopy. Results: The study included four patients. There were three females and one male, treated for breast, lung, and unknown primary cancer, respectively. All 4 patients developed hoarseness 2-7 days after initiating treatment with the VEGF/R inhibitor drugs aflibercept (n = 1) and bevacizumab (n = 3). In all patients, videolaryngostroboscopy revealed vocal fold bowing and pronounced glottic insufficiency. There were no signs of mucositis or paralysis. In three patients, treatment involved speech therapy, with or without vocal fold augmentation. The average follow-up was 10 months (range 8-12 months). In 2 patients, there was a return of normal voice quality with resolution of vocal fold bowing. In one patient, who remained on chemotherapy, there was persistent bowing. Conclusions: VEGF/R inhibitors are associated with vocal fold bowing and glottic insufficiency. This appears to be a reversible side effect. To our knowledge, this is only the second clinical description of the effect of VEGF/R inhibitors on vocal fold function.

Vocal Fold Granuloma: Updates and Advancements in Treatment.

OBJECTIVE/HYPOTHESIS: Vocal fold granulomas (VFGs) are benign outgrowths from vocal folds with varying etiologies. If untreated, VFGs can result in mass effects on the surrounding larynx, leading to dysphagia, hoarseness of voice, and possibly dyspnea. With new advancements, novel treatment options and innovative collaborations of previous treatment modalities have started to surface. STUDY DESIGN: This review aims to provide a world review of the current risks, etiologies, and complications surrounding VFGs, as well as discuss the current and future treatment modalities surrounding VFGs. METHODS: Four databases (PubMed, Cochrane Library, Embase, and WoS) were searched from the earliest records until February 2023 using search terms related to VFGs. Relevant articles were assessed and analyzed to provide a broad scope of the current treatment options for VFGs. RESULTS/CONCLUSIONS: The treatment options for VFGs run both wide and deep, ranging from conservative voice therapy to laser vaporization to surgical excision. Within each modality, variations to each technique and method of administration also play a role in maximizing the effectiveness of treatment. Overall, with more higher-powered studies, the complex interplay of treatment modalities can be further untangled to determine the ideal combination treatment for various VFGs.

Clip Ligation and Disconnection of a Ruptured Ventral Subaxial Cervical Isolated Spinal Aneurysm Using Tailored Access Osteotomies: An Operative Technique.

BACKGROUND: Isolated spinal aneurysms (iSAs) are lesions of the spinal vasculature with no associated vascular malformation with difficult management paradigms limited by safe access. OBJECTIVE: To describe a case of an irregular fusiform ruptured distal subaxial cervical spine iSA with a complex angioarchitecture intimately associated with the ventral pial plexus (VPP), treated using open clip ligation and disconnection. METHODS: A 51-year-old woman presented with complete spinal cord injury with a C8 sensory level and ventral subarachnoid hemorrhage at the C6-T1 vertebral levels. After emergent anterior evacuation and fusion, angiography revealed a small iSA around the VPP. A total laminectomy spanning C5 to T3 was completed, and bilateral C7 pedicle resections were performed. A temporary clip was placed from the left for proximal control, and a permanent clip was placed across the dome of the distal vessel for disconnection. The dura was then closed, and a cervicothoracic fusion completed. RESULTS: Postoperative angiography confirmed iSA disconnection and obliteration with anterior spinal artery preservation. The patient had intermittent numbness in the right C8 dermatome. On postoperative day 1, she regained proprioception in the right foot and movement in the lower extremities on command. On postoperative day 3, she regained full sensation and voluntary movement in both lower extremities. CONCLUSION: iSA is a rare and morbid condition with nonstandardized guidelines regarding management. We promote the concept of using tailored osteotomies to establish safe corridors for the open treatment of difficult subaxial cervical ventral lesions not amenable to transarterial treatment. Multidisciplinary collaboration is promising, and further investigation is highly warranted.

Treatment of an Elusive Symptomatic Sinus Pericranii: Case Report and Review of the Literature.

Sinus pericranii (SP) are abnormal vascular connections between extracranial scalp venous channels and intracranial dural sinuses. This vascular abnormality rarely results in significant sequelae, but in select cases, it can be symptomatic. We describe the case of a 7-year-old girl with an SP who experienced intermittent visual, motor, and sensory symptoms not previously described in the literature. Her symptoms resolved after surgical treatment of the SP. We propose a mechanism for her symptoms and the rationale for the role of neurosurgical intervention along with a review of the literature.

Ventral Subaxial Cervical Access Using Tailored Access Osteotomies, A Cadaveric Study.

BACKGROUND: Ventral lesions of the subaxial cervical spine are challenging because approaches must circumvent endodermal and neurovascular structures. OBJECTIVE: To use cadaveric study to describe 4 posterolateral approaches to the ventral subaxial cervical spine with various facilitating techniques and osteotomies. METHODS: Three cadaveric specimens of the cervical spine were sequentially subjected to multilevel laminectomy (Type 1), transfacet (Type 2), transpedicular (Type 3), and extreme lateral transforaminal (Type 4) approaches. Approach working angles and proportion of visualized zones were compared, the former calculated using trigonometric methods. RESULTS: There was a significant stepwise increase in working angle in the ventral space, associated with increasing osteotomy type, from an average of 3.7° in single-level type 1 to 19.47° in the type 4 osteotomy. Regarding anatomic zones, proportional partial and total visualization achieved with Type 2 to 4 approaches were significantly greater than with Type 1. Complex osteotomies allowed superior access to be obtained to contributing and adjacent vessels of the ventral spinal axis. CONCLUSION: Ventral subaxial cervical lesions are difficult to access. We report increased working angles using quantified cadaveric data in increasingly complex posterior and posterolateral approaches graded as type 1 through 4. We advocate continued translational research in such approaches to lesions often considered to lie in surgically inaccessible locations.

Use of Intraoperative Neuromonitoring in Surgical Treatment of Acute Presentation of Chiari I Malformation: A Case Report.

Intraoperative neuromonitoring (IONM) has been used in neurosurgical procedures to assess patient safety and minimize risk of neurological deficit. However, its use in decompressive surgeries of Chiari malformation type I (CM-I) remains a topic of debate. Here we present the case of a 5-year-old girl who presented with acute right lower extremity monoplegia after accidental self-induced hyperflexion of the neck while playing. Imaging revealed 15 mm of tonsillar ectopia with cervical and upper thoracic spinal cord edema. She was taken to surgery for a suboccipital decompression with expansile duraplasty. IONM demonstrated improvement in motor evoked potentials during the decompression. Postoperatively, she had full recovery of strength and mobility. This is a case of acute weakness after mild trauma in the setting of previously asymptomatic CM-I that showed close correlation with IONM, clinical findings, and imaging. IONM during decompressive surgery for CM-I may be useful in patients who present acutely with cervical cord edema.

Dural Closure Techniques and Cerebrospinal Fluid Leak Incidence After Resection of Primary Intradural Spinal Tumors: A Systematic Review.

STUDY DESIGN: This is a systematic review of primary intradural spinal tumors (PIDSTs) and the frequency of postoperative cerebrospinal fluid (CSF) leaks. OBJECTIVE: This study aimed to compare CSF leak rates among techniques for dural watertight closure (WTC) after the resection of PIDSTs. SUMMARY OF BACKGROUND DATA: Resection of PIDSTs may result in persistent CSF leak. This complication is associated with infection, wound dehiscence, increased length of stay, and morbidity. Dural closure techniques have been developed to decrease the CSF leak rate. METHODS: A PubMed search was performed in 2022 with these inclusion criteria: written in English, describe PIDST patients, specify the method of dural closure, report rates of CSF leak, and be published between 2015 and 2020. Articles were excluded if they had <5 patients. We used standardized toolkits to assess the risk of bias. We assessed patient baseline characteristics, tumor pathology, CSF leak rate, and dural closure techniques; analysis of variance and a 1-way Fisher exact test were used. RESULTS: A total of 4 studies (201 patients) satisfied the inclusion criteria. One study utilized artificial dura (AD) and fibrin glue to perform WTC and CSF diversion, with lumbar drainage as needed. The rate of CSF leak was different among the 4 studies (P=0.017). The study using AD with dural closure adjunct (DCA) for WTC was associated with higher CSF leak rates than those using native dura (ND) with DCA. There was no difference in CSF leak rate between ND-WTC and AD-DCA, or with any of the ND-DCA studies. CONCLUSIONS: After resection of PIDSTs, the use of autologous fat grafts with ND resulted in lower rates of CSF leak, while use of fibrin glue and AD resulted in the highest rates. These characteristics suggest that a component of hydrophobic scaffolding may be required for WTC. A limitation included articles with low levels of evidence. Continued investigation to understand mechanisms for WTC is warranted. LEVEL OF EVIDENCE: Level 3.

Disparities in anterior cervical discectomy and fusion provision and outcomes for cervical stenosis.

Background: Disparities in neurosurgical care have emerged as an area of interest when considering the impact of social determinants on access to health care. Decompression via anterior cervical discectomy and fusion (ACDF) for cervical stenosis (CS) may prevent progression towards debilitating complications that may severely compromise one's quality of life. This retrospective database analysis aims to elucidate demographic and socioeconomic trends in ACDF provision and outcomes of CS-related pathologies. Methods: The Healthcare Cost and Utilization Project National Inpatient Sample database was queried between 2016 and 2019 using International Classification of Diseases 10th edition codes for patients undergoing ACDF as a treatment for spinal cord and nerve root compression. Baseline demographics and inpatient stay measures were analyzed. Results: Patients of White race were significantly less likely to present with manifestations of CS such as myelopathy, plegia, and bowel-bladder dysfunction. Meanwhile, Black patients and Hispanic patients were significantly more likely to experience these impairments representative of the more severe stages of the degenerative spine disease process. White race conferred a lesser risk of complications such as tracheostomy, pneumonia, and acute kidney injury in comparison to non-white race. Insurance by Medicaid and Medicare conferred significant risks in terms of more advanced disease prior to intervention and negative inpatient. Patients in the highest quartile of median income consistently fared better than patients in the lowest quartile across almost every aspect ranging from degree of progression at initial presentation to incidence of complications to healthcare resource utilization. All outcomes for patients age > 65 were worse than patients who were younger at the time of the intervention. Conclusions: Significant disparities exist in the trajectory of CS and the risks associated with ACDF amongst various demographic cohorts. The differences between patient populations may be reflective of a larger additive burden for certain populations, especially when considering patients' intersectionality.

Utility of frailty as a predictor of acute kidney injury in patients with aneurysmal subarachnoid hemorrhage.

INTRODUCTION: Acute kidney injury (AKI) is associated with poor outcome in aneurysmal subarachnoid hemorrhage patients (aSAH). Frailty has recently been demonstrated to correlate with elevated mortality and morbidity; its impact on predicting AKI and mortality in aSAH patients has not been investigated. OBJECTIVE: Evaluating risk factors and predictors for AKI in aSAH patients. METHODS: aSAH patients from a single-center's prospectively maintained database were retrospectively evaluated for development of AKI within 14 days of admission. Baseline demographic and clinical characteristics were collected. The effect of frailty and other risk factors were evaluated. RESULTS: Of 213 aSAH patients, 53 (33.1%) were frail and 12 (5.6%) developed AKI. Admission serum creatinine (sCr) and peak sCr within 48 h were higher in frail patients. AKI patients showed a trend towards higher frailty. Mortality was significantly higher in AKI than non-AKI aSAH patients. Frailty was a poor predictor of AKI when controlling for Hunt and Hess (HH) grade or age. HH grade ≥ 4 strongly predicted AKI when controlling for frailty. CONCLUSION: AKI in aSAH patients carries a poor prognosis. The HH grade appears to have superior utility as a predictor of AKI in aSAH patients than mFI.

Superior discrimination of the Risk Analysis Index compared with the 5-item modified frailty index in 30-day outcome prediction after anterior cervical discectomy and fusion.

OBJECTIVE: The objective of this paper was to compare the predictive ability of the recalibrated Risk Analysis Index (RAI-rev) with the 5-item modified frailty index-5 (mFI-5) for postoperative outcomes of anterior cervical discectomy and fusion (ACDF). METHODS: This study was performed using data of adult (age > 18 years) ACDF patients obtained from the National Surgical Quality Improvement Program database during the years 2015-2019. Multivariate modeling and receiver operating characteristic (ROC) curve analysis, including area under the curve/C-statistic calculation with the DeLong test, were performed to evaluate the comparative discriminative ability of the RAI-rev and mFI-5 for 5 postoperative outcomes. RESULTS: Both the RAI-rev and mFI-5 were independent predictors of increased postoperative mortality and morbidity in a cohort of 61,441 ACDF patients. In the ROC analysis for 30-day mortality prediction, C-statistics indicated a significantly better performance of the RAI-rev (C-statistic = 0.855, 95% CI 0.852-0.858) compared with the mFI-5 (C-statistic = 0.684, 95% CI 0.680-0.688) (p < 0.001, DeLong test). The results were similar for postoperative ACDF morbidity, Clavien-Dindo grade IV complications, nonhome discharge, and reoperation, demonstrating the superior discriminative ability of the RAI-rev compared with the mFI-5. CONCLUSIONS: The RAI-rev demonstrates superior discrimination to the mFI-5 in predicting postoperative ACDF mortality and morbidity. To the authors' knowledge, this is the first study to document frailty as an independent risk factor for postoperative mortality after ACDF. The RAI-rev has conceptual fidelity to the frailty phenotype and may be more useful than the mFI-5 in preoperative ACDF risk stratification. Prospective validation of these findings is necessary, but patients with high RAI-rev scores may benefit from knowing that they might have an increased surgical risk for ACDF morbidity and mortality.

Adult Trauma Patients With Thoracolumbar Injury Classification and Severity Score of 4: A Systematic Review.

STUDY DESIGN: Systematic review. OBJECTIVE: Evaluate characteristics of patients with thoracolumbar injury classification and severity (TLICS) score of 4 (To4) severity traumatic thoracolumbar injury. SUMMARY OF BACKGROUND DATA: The TLICS score is used to predict the need for operative versus nonoperative management in adult patients with traumatic thoracolumbar injury. Ambiguity exists in its application and score categorization. METHODS: A systematic review of the literature was performed. The databases of MEDLINE, Embase, Web of Science, and Cochrane Review were queried. Studies included adults with traumatic thoracolumbar injury with assigned TLICS score and description of management strategy. RESULTS: A total of 16 studies met inclusion criteria representing 1911 adult patients with traumatic thoracolumbar injury. There were 503 (26.32%) patients with To4, of which 298 (59.24%) were operative. Studies focusing on the thoracolumbar junction and AO Type A fracture morphology had To4 patient incidences of 11.15% and 52.94%, respectively. Multiple studies describe better quality of life, pain scores, and radiographic outcomes in To4 who underwent operative treatment patients. CONCLUSION: To4 injuries are more commonly AO Type A and located in the thoracolumbar junction in adult patients with traumatic thoracolumbar injury. Despite ambiguous recommendations regarding treatment provided by TLICS, outcomes favor operative intervention in this subset of traumatic thoracolumbar injury patients.

Early tracheostomy in patients undergoing mechanical thrombectomy for acute ischemic stroke.

PURPOSE: Respiratory failure following mechanical thrombectomy (MT) for acute ischemic stroke (AIS) is a known complication, and requirement of tracheostomy is associated with worse outcomes. Our objective is to evaluate characteristics associated with tracheostomy timing in AIS patients treated with MT. METHODS: The National Inpatient Sample was queried for adult patients treated with MT for AIS from 2016 to 2019. Baseline demographic characteristics, comorbidities, and inpatient outcomes were analyzed for associations in patients who received tracheostomy. Timing of early tracheostomy (ETR) was defined as placement before day 8 of hospital stay. RESULTS: Of 3505 AIS-MT patients who received tracheostomy, 915 (26.1%) underwent ETR. Patients who underwent ETR had shorter length of stay (LOS) (25.39 days vs 32.43 days, p < 0.001) and lower total hospital charges ($483,472.07 vs $612,362.86, p < 0.001). ETR did not confer a mortality benefit but was associated with less acute kidney injury (OR, 0.697; p = 0.013), pneumonia (OR, 0.449; p < 0.001), and sepsis (OR, 0.536; p = 0.002). CONCLUSION: An expected increase in complications and healthcare resource utilization is seen in AIS-MT patients receiving tracheostomy, likely reflecting the severity of patients' post-stroke neurologic injury. Among these high-risk patients, ETR was predictive of shorter LOS and fewer complications.

Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with the modified early warning score.

INTRODUCTION: A key aim of triage is to identify those with high risk of cardiac arrest, as they require intensive monitoring, resuscitation facilities, and early intervention. We aim to validate a novel machine learning (ML) score incorporating heart rate variability (HRV) for triage of critically ill patients presenting to the emergency department by comparing the area under the curve, sensitivity and specificity with the modified early warning score (MEWS). METHODS: We conducted a prospective observational study of critically ill patients (Patient Acuity Category Scale 1 and 2) in an emergency department of a tertiary hospital. At presentation, HRV parameters generated from a 5-minute electrocardiogram recording are incorporated with age and vital signs to generate the ML score for each patient. The patients are then followed up for outcomes of cardiac arrest or death. RESULTS: From June 2006 to June 2008 we enrolled 925 patients. The area under the receiver operating characteristic curve (AUROC) for ML scores in predicting cardiac arrest within 72 hours is 0.781, compared with 0.680 for MEWS (difference in AUROC: 0.101, 95% confidence interval: 0.006 to 0.197). As for in-hospital death, the area under the curve for ML score is 0.741, compared with 0.693 for MEWS (difference in AUROC: 0.048, 95% confidence interval: -0.023 to 0.119). A cutoff ML score ≥ 60 predicted cardiac arrest with a sensitivity of 84.1%, specificity of 72.3% and negative predictive value of 98.8%. A cutoff MEWS ≥ 3 predicted cardiac arrest with a sensitivity of 74.4%, specificity of 54.2% and negative predictive value of 97.8%. CONCLUSION: We found ML scores to be more accurate than the MEWS in predicting cardiac arrest within 72 hours. There is potential to develop bedside devices for risk stratification based on cardiac arrest prediction.

Classifications and level of evidence trends from the most influential literature on thoracolumbar burst fractures: A bibliometric analysis.

Background: There are known classifications that describe thoracolumbar (TL) burst type injury but it is unclear which have the most influence on management. Our objective is to investigate the association of classification publications with the quantity and type of the most influential articles on TL burst fractures. Methods: Web of Science was searched, and exclusion and inclusion criteria were used to extract the top 100 cited articles on TL burst fractures. The effects on type, number, and other variables were separated into four eras as defined by four major classification publications. Results: 30 out of the top 100 articles represent level 1 or 2 evidence. The most influential journal was Spine, accounting for 35 articles and 4,537 citations. The highest number of articles (53) was published between the years 1995-2005, culminating with the Thoracolumbar Injury Severity Classification Score (TLICS) paper. After 2005, there was an increase in average citations per year. Following 2013, the number of highly influential articles decreased, and systematic reviews (SRs) became a larger proportion of the literature. There was a statistically significant increase in the level of 1 and 2 evidence articles with time until the publication of TLICS. The predictive value of time for higher levels of evidence was only seen in the pre-2005 years (AUC: 0.717, 95% CI 0.579-0.855, p = 0.002). Conclusions: In 1994, two articles marked the beginning of an era of highly influential TL burst fracture literature. The 2005 TLICS score was associated with a preceding increase in LOE and productivity. Following 2005, the literature saw a decrease in productivity and an increase in systematic review/meta-analysis (SR-MAs). These trends represent an increase in scholarly discussion that led to a systematic synthesis of the existing literature after publication of the 2005 TLICS article.