Machine learning prediction of hospital discharge disposition for inpatients with acute ischemic stroke following mechanical thrombectomy in the United States.

BACKGROUND AND PURPOSE: Predicting patient recovery and discharge disposition following mechanical thrombectomy remains a challenge in patients with ischemic stroke. Machine learning offers a promising prognostication approach assisting in personalized post-thrombectomy care plans and resource allocation. As a large national database, National Inpatient Sample (NIS), contain valuable insights amenable to data-mining. The study aimed to develop and evaluate ML models predicting hospital discharge disposition with a focus on demographic, socioeconomic and hospital characteristics. MATERIALS AND METHODS: The NIS dataset (2006-2019) was used, including 4956 patients diagnosed with ischemic stroke who underwent thrombectomy. Demographics, hospital characteristics, and Elixhauser comorbidity indices were recorded. Feature extraction, processing, and selection were performed using Python, with Maximum Relevance - Minimum Redundancy (MRMR) applied for dimensionality reduction. ML models were developed and benchmarked prior to interpretation of the best model using Shapley Additive exPlanations (SHAP). RESULTS: The multilayer perceptron model outperformed others and achieved an AUROC of 0.81, accuracy of 77 %, F1-score of 0.48, precision of 0.64, and recall of 0.54. SHAP analysis identified the most important features for predicting discharge disposition as dysphagia and dysarthria, NIHSS, age, primary payer (Medicare), cerebral edema, fluid and electrolyte disorders, complicated hypertension, primary payer (private insurance), intracranial hemorrhage, and thrombectomy alone. CONCLUSION: Machine learning modeling of NIS database shows potential in predicting hospital discharge disposition for inpatients with acute ischemic stroke following mechanical thrombectomy in the NIS database. Insights gained from SHAP interpretation can inform targeted interventions and care plans, ultimately enhancing patient outcomes and resource allocation.

Coronavirus Disease 2019 Infection in Cervical Artery Dissections.

OBJECTIVE: Most cervical artery dissection (CeAD) cases are spontaneous or due to minor traumas, and preceding viral infections have been suggested to be a triggering event for CeAD in some. Herein, we analyze the prevalence of coronavirus disease 2019 (COVID-19) in hospitalized patients with CeAD using a national database. METHODS: The National Inpatient Sample was queried from April 2020 to December 2020 for patients with a diagnosis of CeAD using International Classification of Diseases, 10th edition-Clinical Modification codes. Among these, patients with COVID-19 were identified. Multivariable logistic regression was conducted to assess the patient profile of those with COVID-19, in-patient mortality, and home discharge among patients with CeAD. RESULTS: There were 360 (2.32%) hospitalizations involving COVID-19 among 15,500 with CeAD. Concomitant acute ischemic stroke constituted 43.06% of those with a COVID-19 diagnosis, whereas it was 43.73% among those without a COVID-19 diagnosis ( P = 0.902). Home discharges were less common in patients with COVID-19 and CeAD compared to CeAD alone (34.85% vs. 48.63%; P = 0.03), but this was likely due to other factors as multivariate regression analysis did not show an association between COVID-19 and home discharges (odds ratio: 0.69; 95% CI: 0.39 to 1.25; P = 0.22). COVID-19 diagnosis had similar odds of inpatient mortality (odds ratio: 1.11; 95% CI: 0.43 to 2.84; P = 0.84). CONCLUSION: The prevalence of COVID-19 among hospitalized patients with CeAD is low with 2.32% of all CeAD cases. Concomitant COVID infection did not lead to an increased risk of stroke in CeAD. However, potentially worse functional outcomes (fewer home discharges) without an increase in mortality were seen in patients with COVID and CeAD.

Outcomes following surgical and endovascular treatment of extracranial vertebral artery aneurysms (VAA): a systematic evaluation of the literature.

Extracranial vertebral artery aneurysms are rare complications resulting from trauma and multiple different diseases. However, the difference between clinical and surgical profiles is well understood. To investigate the clinical and interventional outcomes following extracranial vertebral artery aneurysms (VAA) treatment through a systematic review of the literature to date, an electronic database search for full-text English articles was conducted following PRISMA guidelines. The search yielded results on clinical and surgical outcomes for extracranial VAAs. These results included patient-specific risk factors, indications, and techniques. Our literature search resulted in 561 articles, of which 36 studies were qualified to be included in the analysis. A total of 55 patients with multiple various extracranial VAA incidents were included. The mean age of subjects was 42 years (ranging from 13.0 to 76.0 years), and the majority of patients were males (71%, n =39). Blunt trauma was the most frequent risk factor for extracranial VAA formation (35%, n = 19). The majority of aneurysms (60%) were dissected in nature. The most common form of treatment for extracranial VAAs was the use of a flow diverter (24%, n=13). Overall, five (9%) patients had long-term adverse neurological complications following intervention with 5% (n=3) mortality, 2% (n=1) resulting in unilateral vocal cord paralysis, and 2% (n=1) resulted in a positive Romberg sign. The mortality rate is 15.7% in the surgical group, whereas the endovascular treatment did not result in any mortality. The endovascular approach is a safe and effective treatment of extracranial VAAs due to its relatively low overall complication rate and lack of resulting mortality. This is in contrast to the surgical approach which results in a higher rate of complications, recurrence, and mortality outcomes. An understanding of the factors and clinical outcomes associated with the incidence of extracranial VAAs is essential for the future improvement of patient outcomes.

Racial and Ethnic Disparities in Treatment of Critical Limb Ischemia: A National Perspective.

Background Recent guidelines have emphasized the use of medical management, early diagnosis, and a multidisciplinary team to effectively treat patients with critical limb ischemia (CLI). Previous literature briefly highlighted the current racial disparities in its intervention. Herein, we analyze the trend over a 14-year time period to investigate whether the disparities gap in CLI management is closing. Methods and Results The National Inpatient Sample was queried between 2005 and 2018 for hospitalizations involving CLI. Nontraumatic amputations and revascularization were identified. Utilization trends of these procedures were compared between races (White, Black, Hispanic, Asian and Pacific Islander, Native American, and Other). Multivariable regression assessed differences in race regarding procedure usage. There were 6 904 562 admissions involving CLI in the 14-year study period. The rate of admissions in White patients who received any revascularization decreased by 0.23% (P<0.001) and decreased by 0.25% (P=0.025) for Asian and Pacific Islander patients. Among all patients, the annual rate of admission in White patients who received any amputation increased by 0.21% (P<0.001), increased by 0.19% (P=0.001) for Hispanic patients, and increased by 0.19% (P=0.012) for the Other race patients. Admissions involving Black, Hispanic, Asian and Pacific Islander, or Other race patients had higher odds of receiving any revascularization compared with White patients. All races had higher odds of receiving major amputation compared with White patients. Conclusions Our analysis highlights disparities in CLI treatment in our nationally representative sample. Non-White patients are more likely to receive invasive treatments, including major amputations and revascularization for CLI, compared with White patients.

In-hospital stroke and mortality trends after left ventricular assist device implantation in the United States from 2017 to 2019.

BACKGROUND: The newer Left Ventricular Assist Device (LVAD), the HeartMate 3 (HM3), was initially approved by the Food and Drug Administration in 2017. We aimed to describe the temporal trends of in-hospital stroke and mortality among patients who underwent LVAD placement between 2017 and 2019. METHODS: The National Inpatient Sample was queried from 2017 to 2019 to identify all adults with heart failure and reduced ejection fraction (HFrEF) who underwent LVAD implantation using the International Classification of Diseases 10th Revision codes. The Cochran-Armitage test was conducted to assess the linear trend of in-hospital stroke and mortality. In addition, multivariable regression analysis was conducted to assess the association of LVAD placement with in-hospital stroke and death. RESULTS: A total of 5,087,280 patients met the selection criteria. Of those, 11,750 (0.2%) underwent LVAD implantation. There was a downtrend in in-hospital mortality per year (trend: -1.8%, p = 0.03), but not in the trend of both ischemic and hemorrhagic stroke per year. LVAD placement was associated with greater odds of stroke of any type (OR = 1.96, 95% CI 1.68-2.29, p < 0.001) and in-hospital mortality (OR = 1.37, 95% CI 1.16-1.61, p < 0.001). CONCLUSIONS: Our study found a significant downtrend in the in-hospital mortality rates among patients with LVAD without substantial changes in stroke rate trends over the study timeframe. As stroke rates remained steady, we hypothesize that improved management along with better control of blood pressure, could have played an important role in survival benefit over the study time frame.

Trends in utilization and outcomes of mechanical thrombectomy for cerebral venous thrombosis: A National Inpatient Sample study.

BACKGROUND AND PURPOSE: Cerebral venous thrombosis (CVT) is usually treated with systemic anticoagulation, but mechanical thrombectomy (MT) and local infusion of a thrombolytic agent have been proposed as an alternative therapy. In this study, we analyze National Inpatient Sample (NIS) to determine the trends of MT including discharge other than home (DOTH) and mortality. MATERIAL AND METHODS: Healthcare Utilization Program-NIS (HCUP-NIS) was queried between 2005 and 2018 for CVT and MT. Cochran-Armitage test was conducted to assess linear trend of proportion of utilization and DOTH of MT. Multivariable logistic regression was conducted to assess odds of undergoing MT among CVT admissions, odds of in-hospital mortality, and DOTH for all admissions involving MT for CVT. RESULTS: A total of 1331 (1.56%) admissions involved MT out of 85,370 CVT cases. Utilization of MT had an upward trend of 0.13% (p < 0.001) per year. Trend in proportion of incidence of DOTH among MT admission remained stationary (trend: 0.70%; p = 0.417). Patients with cerebral edema (odds ratio [OR]: 4.34; p < 0.001) or hematological disorders (OR: 2.28; p < 0.001) were more likely to receive MT for CVT. Additionally, patients with coma (OR: 3.17; p = 0.023) or cerebral edema (OR: 4.40; p = 0.001) had higher odds of mortality. CONCLUSION: There was an increasing trend of utilization of MT. Proportions of DOTH among MT procedures, however, remained stable. Patients with greater risk factors, including hematological disorders and cerebral edema, were more likely to undergo MT. Among patients treated with MT, those with coma or cerebral edema were more likely to die.

National Trends in Complications of Vascular Access for Hemodialysis and Analysis of Racial Disparities Among Patients With End-Stage Renal Disease in the Inpatient Setting.

Introduction: The aim of this study is to assess the trends in access-related complications, as well as the impact of race on these complications, among admitted patients with end-stage kidney disease (ESKD) receiving hemodialysis. Methods: A retrospective cohort study between 2005 and 2018 was performed using the National Inpatient Sample (NIS). Hospitalizations involving ESKD and hemodialysis were identified. There were 9,246,553 total admissions involving ESKD and hemodialysis, of which 1,167,886 (12.6%) had complications. Trends in complications were assessed and compared among races. Results: There was a decreasing trend in rates of mechanical (trend: -0.05% per year; P < 0.001), inflammatory or infectious (-0.48%; P < 0.001), and other (-0.19%; P < 0.001) complications from 2005 to 2018. Non-White patients had a greater magnitude in the decrease in trends in rates of complications compared to White patients (-0.69% per year vs. -0.57%; P < 0.001). Compared to the White patients, Black patients (odds ratio [OR]: 1.26; P < 0.001) and those of the other races (OR: 1.11; P < 0.001) had higher odds of complications. These differences were also statistically significant among lower socioeconomic classes (75 percentile vs. 0-25 percentile: P = 0.009) and within southern states (vs. Northeast: P < 0.001). Conclusion: Although there was an overall decrease in the trends of dialysis-associated complications requiring hospitalization among ESKD patients receiving hemodialysis, non-White patients have higher odds of complications compared to White patients. The findings in this study emphasize the need for more equitable care for hemodialysis patients.

The role of targeted temperature management in 30-day hospital readmissions in cardiac arrest survivors: A national population-based study.

Background: Targeted temperature management (TTM) implementation following resuscitation from cardiac arrest is controversial. Although prior studies have shown that TTM improves neurological outcomes and mortality, less is known about the rates or causes of readmission in cardiac arrest survivors within 30 days. We aimed to determine whether the implementation of TTM improves all-cause 30-day unplanned readmission rates in cardiac arrest survivors. Methods: Using the Nationwide Readmissions Database, we identified 353,379 adult cardiac arrest index hospitalizations and discharges using the International Classification of Diseases, 9th and 10th codes. The primary outcome was 30-day all-cause unplanned readmissions following cardiac arrest discharge. Secondary outcomes included 30-day readmission rates and reasons, including impacts on other organ systems. Results: Of 353,379 discharges for cardiac arrest with 30-day readmission, 9,898 (2.80%) received TTM during index hospitalization. TTM implementation was associated with lower 30-day all-cause unplanned readmission rates versus non-recipients (6.30% vs. 9.30%, p < 0.001). During index hospitalization, receiving TTM was also associated with higher rates of AKI (41.12% vs. 37.62%, p < 0.001) and AHF (20.13% vs. 17.30%, p < 0.001). We identified an association between lower rates of 30-day readmission for AKI (18.34% vs. 27.48%, p < 0.05) and trend toward lower AHF readmissions (11.32% vs. 17.97%, p = 0.05) among TTM recipients. Conclusions: Our study highlights a possible negative association between TTM and unplanned 30-day readmission in cardiac arrest survivors, thereby potentially reducing the impact and burden of increased short-term readmission in these patients. Future randomized studies are warranted to optimize TTM use during post-arrest care.

Sight the Mite: A Meta-Analysis on the Diagnosis of Scabies.

This meta-analysis was performed to assess the efficacy of the diagnostic tests for scabies infections that are currently in wide use. Scabies is most commonly diagnosed through clinical presentations; however, due to the wide array of symptoms, diagnosis is difficult. The most commonly used diagnostic test is skin scraping. However, this test relies on correctly selecting the site of mite infection for sampling. Due to the mobile nature of a live parasitic infection, the mite can often be missed based on its current location within the skin. The goal of this paper is to determine if a gold standard confirmatory test exists for the diagnosis of scabies by comparing Skin Scraping, Adhesive Tape, Dermoscopy, and PCR tests. Medline, PubMed, and Neglected Tropical Diseases databases were utilized in a literature review. Eligible papers were papers published in or after the year 2000, published in the English language, and mainly focused on the diagnosis of scabies. At the time of this meta-analysis, scabies is mostly diagnosed through a correlation of clinical symptoms in conjunction with diagnostic tests such as dermoscopy (sensitivity: 43.47%, specificity: 84.41%), adhesive tape tests (sensitivity: 69.56%, specificity: 100%) and PCR antigen detection (37.9% sensitivity, specificity: 100%). Due to a scarcity of data in the literature, the diagnostic efficacy of other diagnostic tests is difficult to assess. Overall, the efficacies of the tests analyzed vary depending on how similar scabies is to other skin disorders, how challenging it is to get a usable sample and the price and accessibility of essential tools. There is a need for standardized national diagnostic criteria to increase the diagnostic sensitivity of scabies infection.

Trends in Reimbursement and Approach Selection for Lumbar Arthrodesis.

BACKGROUND: Changes in reimbursement policies have been demonstrated to correlate with clinical practice. OBJECTIVE: To investigate trends in physician reimbursement for anterior, posterior, and combined anterior/posterior (AP) lumbar arthrodesis and relative utilization of AP. METHODS: We queried the American College of Surgeons National Surgical Quality Improvement Project registry for anterior, posterior, and AP lumbar arthrodeses during 2010 and 2020. Work relative value units per operative hour (wRVUs/h) were calculated for each procedure. Trends in reimbursement and utilization of the AP approach were assessed with linear regression. Subgroup analyses of age and underlying pathology of AP arthrodesis were also performed. RESULTS: During 2010 and 2020, AP arthrodesis was associated with significantly higher average wRVUs/h compared with anterior and posterior arthrodesis (AP = 17.4, anterior = 12.4, posterior = 14.5). The AP approach had a significant yearly increase in wRVUs/h (coefficient = 0.48, P = .042), contrary to anterior (coefficient = -0.01, P = .308) and posterior (coefficient = -0.13, P = .006) approaches. Utilization of AP approaches over all arthrodeses increased from 7.5% in 2010 to 15.3% in 2020 (yearly average increase 0.79%, P < .001). AP fusions increased significantly among both degenerative and deformity cases (coefficients 0.88 and 1.43, respectively). The mean age of patients undergoing AP arthrodesis increased by almost 10 years from 2010 to 2020. Rates of major 30-day complications were 2.7%, 3.1%, and 3.5% for AP, anterior, and posterior arthrodesis, respectively. CONCLUSION: AP lumbar arthrodesis was associated with higher and increasing reimbursement (wRVUs/h) during the period 2010 to 2020. Reimbursement for anterior arthrodesis was relatively stable, while reimbursement for posterior arthrodesis decreased. The utilization of the combined AP approach relative to the other approaches increased significantly during the period of interest.

Unplanned 30-Day Readmissions after Management of Submassive and Massive Acute Pulmonary Embolism: Catheter-Directed versus Systemic Thrombolysis.

PURPOSE: To compare 30-day readmission and in-hospital outcomes from the Nationwide Readmissions Database (NRD) for catheter-directed thrombolysis (CDT) versus systemic intravenous thrombolysis (IVT) as treatments for acute submassive or massive pulmonary embolism (PE). MATERIALS AND METHODS: The NRD was queried from 2016 to 2019 for adult patients with nonseptic acute PE who underwent IVT or CDT. Massive PE was distinguished from submassive PE if patients had concurrent International Classification of Diseases (ICD-10) codes corresponding to mechanical ventilation, vasopressors, or shock. Propensity score-matched analysis was conducted to infer the association of CDT versus IVT in unplanned 30-day readmissions, nonroutine discharge, gastrointestinal bleeding (GIB), and intracranial hemorrhage (ICH). These results are demonstrated as average treatment effects (ATEs) of IVT compared with those of CDT. RESULTS: A total of 37,116 patients with acute PE were studied; 18,702 (50.3%) underwent CDT, and 18,414 (49.7%) underwent IVT. A total of 2,083 (11.1%) and 3,423 (18.6%) were massive PEs in the 2 groups, respectively (P < .001). The ATE of IVT was higher than that of CDT regarding unplanned 30-day readmissions (ATE, 0.019; P < .001), GIB (ATE, 0.012; P < .001), ICH (ATE, 0.003; P = .017), and nonroutine discharge (ATE, 0.022; P = .006). The subgroup analysis of patients with submassive PE demonstrated that IVT had a higher ATE regarding unplanned 30-day readmission (ATE, 0.028; P < .001), GIB (ATE, 0.008; P = .003), ICH (ATE, 0.002; P = .035), and nonroutine discharge (ATE, 0.019; P = .022) than CDT. CONCLUSIONS: CDT had a lower likelihood of unplanned 30-day readmissions, including when stratified by a submassive PE subtype. Additionally, adverse events, including ICH and GIB, were more likely among patients who received IVT than among those who received CDT.

Trends in admissions for intracranial dissections in the United States.

INTRODUCTION: Intracranial artery dissection (IAD) is rarer than cervical artery dissections (CeAD), and information is based on limited series with small cohorts. There are only several small-scale studies attempting to characterize the natural history of the disease. Herein, we analyze the prevalence of IADs in hospitalized patients using a national database. METHODS: The National Inpatient Sample was queried from 2016-2019 for patients with a diagnosis of unruptured intracranial dissection (uIAD) using ICD-10-CM codes (I67.0). Moreover, patients with acute ischemic stroke (AIS) and CeAD were extracted to compare its prevalence among patients with concomitant AIS (+/-dissections). The Cochrane-Armitage test was conducted to assess trends in the prevalence of uIADs among those with concomitant AIS or among all craniocervical dissections. RESULTS: There were 725 hospitalizations involving uIAD, while there were 62,220 involving CeADs. uIADs represented 5.1 per million hospitalizations across 2016-2019. The average age of presentation was 56.9 years (SE: 1.62), while it was 54.4 (SE: 0.17) for CeADs (p = 0.13). Females were represented among 44.8% (n = 325) of uIADs, a similar proportion compared to CeADs (44.3%%, n = 27,530; p = 0.89). Compared to CeADs, AIS and motor deficits were more common in uIAD (71.72% vs. 47.0%; p < 0.001). There were 18.6 uIAD with concomitant AIS per 100,000 with AIS. uIADs represented 1.75% of all dissections with concomitant AIS (n = 520/29,750). There was no trend in the average age of presentation for uIADs. Proportion of females among those with uIADs increased from 36.8% in 2016 to 59.5% in 2019 (trend: +9.46% per year; 95% CI: 3.13 to 15.8; p = 0.004). There was no trend in the proportion of races among those with uIADs. CONCLUSION: The prevalence of uIADs among hospitalized patients is very low, and only 1.75% of craniocervical dissection-related AIS is due to uIAD. Compared to CeADs, patients were more likely to be male, and uIAD more commonly led to acute ischemic stroke and motor deficits. The trend in age remained stable across the four years analyzed, while the proportion of females increased. There was no trend in the proportion of races among uIADs, however.

Optimizing Door-to-Groin Puncture Time: The Mayo Clinic Experience.

Objectives: To provide a better understanding of methods that can be used to improve patient outcomes by reducing the door-to-groin puncture (DTP) time and present the results of a stroke quality improvement project (QIP) conducted by Mayo Clinic Arizona's stroke center. Methods: We conducted a systematic literature search of Ovid MEDLINE(R), Ovid EMBASE, Scopus, and Web of Science for studies that evaluated DTP time reduction strategies. Those determined eligible for the purpose of this analysis were assessed for quality. The strategies for DTP time reduction were categorized on the basis of modified Target: Stroke Phase III recommendations and analyzed using a meta-analysis. The Mayo Clinic QIP implemented a single-call activation system to reduce DTP times by decreasing the time from neurosurgery notification to case start. Results: Fourteen studies were selected for the analysis, consisting of 2277 patients with acute ischemic stroke secondary to large-vessel occlusions. After intervention, all the studies showed a reduction in the DTP time, with the pooled DTP improvement being the standardized mean difference (1.37; 95% confidence interval, 1.20-1.93; τ2=1.09; P<.001). The Mayo Clinic QIP similarly displayed a DTP time reduction, with the DTP time dropping from 125.1 to 82.5 minutes after strategy implementation. Conclusion: Computed tomography flow modifications produced the largest and most consistent reduction in the DTP time. However, the reduction in the DTP time across all the studies suggests that any systematic protocol aimed at reducing the DTP time can produce a beneficial effect. The relative novelty of mechanical thrombectomy and the consequential lack of research call for future investigation into the efficacy of varying DTP time reduction strategies.

Trends in Utilization of Temporary and Permanent Cerebrospinal Fluid Diversion and Catheter Cerebral Angiography for Patients with Aneurysmal Subarachnoid Hemorrhage in the United States.

INTRODUCTION: We sought to analyze the rate of utilization of methods of cerebrospinal fluid diversion over time in a nationally representative cohort of patients admitted with aneurysmal subarachnoid hemorrhage (aSAH). METHODS: The Nationwide Inpatient Sample was queried for patients admitted with aSAH from 2006 to 2018. Patients who received external ventricular drainage (EVD), lumbar drainage, ventriculoperitoneal shunt (VPS), and cerebral angiography were then identified. A Cochrane-Armitage test was conducted to assess the linear trend of proportions of EVD, lumbar drains, VPS, and mean cerebral angiograms per admission. Four regression analyses were conducted to infer the association of baseline variables to EVD, lumbar drain, VPS, and mean number of cerebral angiographies. RESULTS: A total of 133,567 admissions were identified from 2006-2018 involving aSAH. Of these, 41.82% received EVD, 6.22% received lumbar drainage, 10.58% received VPS, and 75.03% had cerebral angiograms. There was an average upward trend of 1.57% in annual EVD utilization, downward trend of -0.28% in utilization of lumbar drainage, no changes in VPS utilization, and an upward trend of 0.04 angiograms per year (P < 0.001). There was a higher proportion of Black patients treated with EVD and VPS in both urban teaching hospitals and large hospitals. CONCLUSIONS: Our results show the temporal trends in utilization of temporary and permanent methods of cerebrospinal fluid diversion and catheter cerebral angiography among patients with aSAH in the United States. The underutilization of VPS following EVD and the differences in EVD and VPS utilization depending on race and hospital size deserve further exploration.

Triglyceride-Glucose Index for Early Prediction of Nonalcoholic Fatty Liver Disease: A Meta-Analysis of 121,975 Individuals.

Insulin resistance (IR) is a major contributor to the pathogenesis of nonalcoholic fatty liver disease (NAFLD). The triglyceride-glucose (TyG) index has recently gained popularity for the assessment of IR and NAFLD due to its ease of acquisition and calculation. Therefore, we conducted this systematic review and meta-analysis to summarize the existing studies in the literature and provide a quantitative assessment of the significance of the TyG index in predicting the incidence of NAFLD. A comprehensive literature search in PubMed, EMBASE, and Web of Science databases from inception until 25 March 2022 was conducted. Published observational studies that evaluated the association between TyG index and NAFLD among the adult population and reported the hazard ratio (HR) or odds ratio (OR) for this association after multivariate analysis were included. The random-effects model was used as the primary statistical analysis model in the estimation of pooled ORs and HRs with the corresponding confidence intervals (CIs). A total of 17 observational studies, including 121,975 participants, were included. For studies analyzing the TyG index as a categorical variable, both pooled OR (6.00, CI 4.12-8.74) and HR (1.70, CI 1.28-2.27) were significant for the association between TyG index and incident NAFLD. For studies analyzing the TyG index as a continuous variable, pooled OR (2.25, CI 1.66-3.04) showed similar results. Consistent results were obtained in subgroup analyses according to the study design, sample size, ethnicity, and diabetic status. In conclusion, our meta-analysis demonstrates that a higher TyG index is associated with higher odds of NAFLD. TyG index may serve as an independent predictive tool to screen patients at high risk of NAFLD in clinical practice, especially in primary care settings. Patients with a high TyG index should be referred for a liver ultrasound and start intense lifestyle modifications. However, further large-scale prospective cohort studies are necessary to validate our findings.

Factors associated with increased inpatient charges following aneurysmal subarachnoid hemorrhage with vasospasm: A nationwide analysis.

BACKGROUND: Cerebral vasospasm, following aneurysmal subarachnoid hemorrhage (aSAH), can have high-cost implications for inflicted individuals and their families. To our knowledge, factors associated with high inpatient charges have not been explored. We aimed to address this gap. METHODS: The National Inpatient Sample (NIS) was queried between 2016 and 2018 to identify patients with vasospasm following aSAH. Patients in the upper quartile of charges were identified and analyzed using univariate and multivariate analyses for significant contributing variables. RESULTS: We identified 1861 patients with aSAH complicated by vasospasm. Multivariate analysis revealed ten statistically significant variables as independent risk factors in association with higher charges. Patients were more likely to be in the upper quartile of charge when younger (OR 0.99 [0.99-0.98]; p < 0.01), a never smoker (OR 1.38 [1.04-1.83]; p < 0.05), concurrent congestive heart failure (OR 1.63 [1.05-2.54]; p < 0.05), requiring VP shunt placement (OR 2.29 [1.68-3.14]; p < 0.001) or tracheostomy (OR 3.05 [2.22-4.18]; p < 0.001), on mechanical ventilation (OR 1.90 [1.40-2.58]; p < 0.001), paralysis (OR 1.34 [1.04-1.74]; p < 0.05) or neurological deficit (OR 1.59 [1.24-2.03]; p < 0.001) as a complication, and being Hispanic (OR 1.89 [1.36-2.64]; p < 0.001) or "other" (OR 1.76 [1.08-2.88]; p < 0.05) for race. CONCLUSION: Our study elucidates several factors, from certain demographics and requiring adjunctive mechanical support to several procedures, that may contribute to the high-cost implications faced by aSAH patients suffering vasospasm. While many of these factors may not be unexpected, further research is warranted to help elucidate controllable factors and develop trials to identify early interventions to reduce the financial burden on such patients.

Assessing the differences in operative and patient-reported outcomes between lateral approaches for lumbar fusion: a systematic review and indirect meta-analysis.

OBJECTIVE: Anterior-to-psoas lumbar interbody fusion (ATP-LIF), more commonly referred to as oblique lateral interbody fusion, and lateral transpsoas lumbar interbody fusion (LTP-LIF), also known as extreme lateral interbody fusion, are the two commonly used lateral approaches for performing a lumbar fusion procedure. These approaches help overcome some of the technical challenges associated with traditional approaches for lumbar fusion. In this systematic review and indirect meta-analysis, the authors compared operative and patient-reported outcomes between these two select approaches using available studies. METHODS: Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) approach, the authors conducted an electronic search using the PubMed, EMBASE, and Scopus databases for studies published before May 1, 2019. Indirect meta-analysis was conducted on fusion rate, cage movement (subsidence plus migration), permanent deficits, and transient deficits; results were depicted as forest plots of proportions (effect size [ES]). RESULTS: A total of 63 studies were included in this review after applying the exclusion criteria, of which 26 studies investigated the outcomes of ATP-LIF, while 37 studied the outcomes of LTP-LIF. The average fusion rate was found to be similar between the two groups (ES 0.97, 95% CI 0.84-1.00 vs ES 0.94, 95% CI 0.91-0.97; p = 0.561). The mean incidence of cage movement was significantly higher in the ATP-LIF group compared with the LTP-LIF group (stand-alone: ES 0.15, 95% CI 0.06-0.27 vs ES 0.09, 95% CI 0.04-0.16 [p = 0.317]; combined: ES 0.18, 95% CI 0.07-0.32 vs ES 0.02, 95% CI 0.00-0.05 [p = 0.002]). The mean incidence of reoperations was significantly higher in patients undergoing ATP-LIF than in those undergoing LTP-LIF (ES 0.02, 95% CI 0.01-0.03 vs ES 0.04, 95% CI 0.02-0.07; p = 0.012). The mean incidence of permanent deficits was similar between the two groups (stand-alone: ES 0.03, 95% CI 0.01-0.06 vs ES 0.05, 95% CI 0.01-0.12 [p = 0.204]; combined: ES 0.03, 95% CI 0.01-0.06 vs ES 0.03, 95% CI 0.00-0.08 [p = 0.595]). The postoperative changes in visual analog scale (VAS) and Oswestry Disability Index (ODI) scores were both found to be higher for ATP-LIF relative to LTP-LIF (VAS: weighted average 4.11 [SD 2.03] vs weighted average 3.75 [SD 1.94] [p = 0.004]; ODI: weighted average 28.3 [SD 5.33] vs weighted average 24.3 [SD 4.94] [p < 0.001]). CONCLUSIONS: These analyses indicate that while both approaches are associated with similar fusion rates, ATP-LIF may be related to higher odds of cage movement and reoperations as compared with LTP-LIF. Furthermore, there is no difference in rates of permanent deficits between the two procedures.

Crossing the Cervicothoracic Junction in Multilevel Cervical Arthrodesis: A Systematic Review and Meta-Analysis.

OBJECTIVE: In multisegment cervical arthrodeses, a common clinical dilemma for the surgeon is whether to extend the fusion past the cervicothoracic junction (CTJ). This meta-analysis compares clinical outcomes and radiologic parameters when crossing and not crossing the CTJ. METHODS: Our outcomes of interest included overall reoperation, successful fusion, adjacent segment disease (ASD) leading to revision surgery, estimated blood loss (EBL), and length of stay (LOS). We also studied the postoperative change in radiologic parameters-cervical sagittal vertical axis, cervical lordosis, and T1 slope-and change in Neck Disability Index and neck pain in Visual Analog Scale. RESULTS: Thirteen studies with 1720 patients were included. There were 974 (56.6%) patients in the noncrossing group and 746 (43.4%) patients in the crossing group. Noncrossing was associated with a higher risk of overall reoperation (risk ratio = 1.56; 95% CI: 0.98-2.47) and ASD requiring revision surgery (risk ratio = 2.82; 95% CI: 1.33-5.98; number-needed-to-harm = 22). The noncrossing group had lower EBL by 175 mL and shorter LOS by 1 day; the latter finding was only trending toward statistical significance. Successful fusion and changes in cervical sagittal vertical axis, cervical lordosis, Neck Disability Index, and Visual Analog Scale were not different between the 2 groups at a statistically significant level. CONCLUSIONS: In multilevel cervical arthrodesis, not crossing the CTJ is associated with a higher risk of overall reoperation and ASD requiring reoperation than crossing the CTJ, along with lower EBL and LOS. Differences in successful fusion, patient-reported outcomes, and sagittal radiologic parameters were not significant.

Trends in Admissions and Outcomes for Treatment of Aneurysmal Subarachnoid Hemorrhage in the United States.

BACKGROUND: Lifestyle modifications and advances in surgical and endovascular techniques for treating unruptured intracranial aneurysm (UIA) have vastly evolved over the last few decades and may have reduced the incidence of aneurysmal subarachnoid hemorrhage (aSAH). However, the actual impact of these changes on the rates and outcomes of aSAH remain unexplored. Thus, we studied national aSAH admissions and outcome trends and changes of major risk factors over time. METHODS: We queried the National Inpatient Sample between 2006 and 2018 to identify adult patients admitted and treated for UIA or ruptured aneurysm with aSAH. The Cochran-Armitage test was conducted to assess the linear trend of proportion of prevalence, inpatient mortality, hypertension, and current smoking status among aSAH admissions. Multivariable logistic regression was conducted to assess the odds of presenting with aSAH versus UIA, in addition to the odds of inpatient mortality among patients with aSAH. RESULTS: A total of 159,913 patients presented with UIA and 133,567 presented with aSAH. Admissions for aSAH decreased by 0.97% (p < 0.001) per year. Current smoking and hypertension were associated with higher odds of being admitted for aSAH compared with the treatment for UIA (odds ratio [OR] 1.38, 95% confidence interval [CI] 1.29-1.48; OR 1.15, 95% CI 1.08-1.22, respectively). Compared with White patients, Black patients (OR 1.32, 95% CI 1.21-1.43), Hispanic patients (OR 1.38, 95% CI 1.25-1.52), and patients of other races and/or ethnicities (OR 1.73, 95% CI 1.54-1.95) had a higher chance of presenting with aSAH. Rates of inpatient mortality among aSAH admissions showed no change over time (p = 0.21). Among patients admitted with aSAH, current smoking and hypertension showed an upward trend of 0.58% (p < 0.001) and 1.60% (p < 0.001) per year, respectively. CONCLUSIONS: Despite a downward trend in the annual frequency of hospitalizations for aSAH, inpatient mortality rates for patients undergoing treatment of the ruptured aneurysm have remained unchanged in the United States. Smoking and hypertension are increasingly prevalent among patients with aSAH. Thus, efforts to control these modifiable risk factors must be further strengthened.

Minimally invasive versus open surgery for patients undergoing intradural extramedullary spinal cord tumor resection: A systematic review and meta-analysis.

INTRODUCTION: Given the potential injury to the spinal cord and the nerve roots during the surgery and the necessity of minimal spinal cord manipulation during surgery, minimally invasive surgical techniques have emerged as alternatives to conventional open surgery in resection of ID-EM tumors. METHODS: An electronic database search was conducted, and the review was carried out according to PRISMA guidelines and recommendations. Inclusion criteria were as follows; (i) comparative studies of MIS vs OS; (ii) studies reporting outcomes for patients undergoing surgery for ID-EM tumors. Variables collected were patient demographics, estimated blood loss (EBL), mean operative time, length of stay, complications, extent of tumor resection. RESULTS: The search identified a total of 275 studies. After the selection criterion was applied 7 comparative studies were included. A total of 302 patients were included in the analysis with 149 (49.3%) of them undergoing MIS and 153 of them (50.7%) undergoing open surgery. EBL, operative time, and LOS were significantly lower in MIS group (p < 0.0001, p < 0.0001, and p = 0.0002 respectively). Two groups were similar with regards to the rates of surgical complications, medical complications and gross total resection. The most common surgical complication was CSF leak (52.3% of all complications). CONCLUSION: Results of this meta-analysis show a significant reduction in EBL, operative time, and length of stay with MIS while proving safe and preserving high rates of gross-total resection. The findings suggest that the minimally invasive spine surgery may serve as a beneficial alternative for patients undergoing spine surgery for ID-EM tumors of the spinal cord.