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1.
Arch Gerontol Geriatr ; 115: 105121, 2023 12.
Article in English | MEDLINE | ID: mdl-37437363

ABSTRACT

BACKGROUND: Geographical disparities in mortality among Alzheimer`s disease (AD) patients have been reported and complex sociodemographic and environmental determinants of health (SEDH) may be contributing to this variation. Therefore, we aimed to explore high-risk SEDH factors possibly associated with all-cause mortality in AD across US counties using machine learning (ML) methods. METHODS: We performed a cross-sectional analysis of individuals ≥65 years with any underlying cause of death but with AD in the multiple causes of death certificate (ICD-10,G30) between 2016 and 2020. Outcomes were defined as age-adjusted all-cause mortality rates (per 100,000 people). We analyzed 50 county-level SEDH and Classification and Regression Trees (CART) was used to identify specific county-level clusters. Random Forest, another ML technique, evaluated variable importance. CART`s performance was validated using a "hold-out" set of counties. RESULTS: Overall, 714,568 individuals with AD died due to any cause across 2,409 counties during 2016-2020. CART identified 9 county clusters associated with an 80.1% relative increase of mortality across the spectrum. Furthermore, 7 SEDH variables were identified by CART to drive the categorization of clusters, including High School Completion (%), annual Particulate Matter 2.5 Level in Air, live births with Low Birthweight (%), Population under 18 years (%), annual Median Household Income in US dollars ($), population with Food Insecurity (%), and houses with Severe Housing Cost Burden (%). CONCLUSION: ML can aid in the assimilation of intricate SEDH exposures associated with mortality among older population with AD, providing opportunities for optimized interventions and resource allocation to reduce mortality among this population.


Subject(s)
Alzheimer Disease , Humans , United States/epidemiology , Adolescent , Cross-Sectional Studies , Income , Health Status Disparities , Mortality
2.
Neurol India ; 70(4): 1468-1474, 2022.
Article in English | MEDLINE | ID: mdl-36076645

ABSTRACT

Background: Intraventricular pilocytic astrocytomas are a rare occurrence, accounting for approximately 4% -15.6% of all pilocytic astrocytomas .The aim of the study was to describe the radiology, surgical management and outcome in 15 patients with histopathologically proven intraventricular pilocytic astrocytoma(IVPA). Objective: To study the clinical presentation radiology and operative challenges in rare intra ventricular pilocytic astrocytomas. Materials and Methods: Between January 2010 and August 2018, 15 patients with histopathologically proven IVPA were identified. The radiological images were obtained from PACS. Patient and surgical details were obtained from the computerized discharge summary, OT records and operative notes, whereas follow up was obtained from the record section. Results: Headache with progressive loss of vision was the most common presentation. Duration of symptoms varied from 4 months to 2 years (mean 9. 88 months). Except one patient, all patients with preoperative CT scan revealed calcifications in the lesion, with extensive calcification in 3 patients. All the tumors were predominantly hypointense on T1WI and iso to hyperintense on T2WI. Lesion in all patients showed heterogenous contrast enhancement on post gadolinium images. Mean blood loss in the series was 1969 ml (range 250 ml- 4500 ml).There was one death in this series due to meningitis and septic shock. Conclusion: IVPAs are rare tumors and are difficult to diagnose in the preoperative period based on the radiologic profile alone. These tumors can be extremely vascular with potential for massive blood loss. These tumors can be associated with extensive calcification and the calcified tumors have less bleeding as expected.


Subject(s)
Astrocytoma , Brain Neoplasms , Calcinosis , Astrocytoma/diagnostic imaging , Astrocytoma/surgery , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/surgery , Gadolinium , Humans , Tomography, X-Ray Computed
4.
World Neurosurg ; 121: e237-e245, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30261376

ABSTRACT

BACKGROUND: Choroid plexus tumors (CPTs) are rare tumors characterized by papillary and intraventricular growth. The young age of presentation of such tumors, especially in infants, and the lack of consensus on adjuvant therapy in case of atypical choroid plexus papilloma (aCPP) and choroid plexus carcinoma (CPC) create dilemma for the management of such tumors. We discuss the presentation, management, complications, and outcome in 15 patients (children 4 years of age and younger) and review pertinent literature. METHODS: We retrospectively analyzed the case records of all patients with CPTs who were operated in our institute from January 2010 to March 2018. We found 15 patients in the age group of 0-4 years of age. The variables analyzed include age, sex, presentation, location, surgical approach, extent of resection, intraoperative blood loss, percentage of blood loss, blood transfused, histopathology, postoperative complications, and outcome. Images were obtained from picture archiving and communication system, and patient details and follow-up were obtained from discharge summary, operative notes, and hospital records. RESULTS: Ten patients had choroid plexus papilloma (CPP), 2 patients had aCPP, and 3 patients had CPC. The mean age was 15.2 months, whereas the median age was 8 months (range, 40 days-4 years). The mean blood loss was 329 mL, whereas the median blood loss was 175 mL. There were a total of 5 deaths, including 3 patients with CPC and 1 each with aCPP and CPP. CONCLUSIONS: CPTs are challenging tumors in infants and very young children because of the potential for massive blood loss. CPP is associated with lesser blood loss and favorable outcome compared with aCPP and CPC. Massive blood loss in CPC and aCPP can be life threatening as has been shown in our series. CPC has a rapid proliferation potential as shown in one of our cases. Attempts at decreasing vascularization of such tumors should be made by various methods, including preoperative embolization and neoadjuvant chemotherapy; however, a consensus on this is lacking.


Subject(s)
Carcinoma/surgery , Choroid Plexus Neoplasms/surgery , Papilloma, Choroid Plexus/surgery , Blood Loss, Surgical , Carcinoma/complications , Child, Preschool , Choroid Plexus Neoplasms/complications , Female , Humans , Infant , Male , Papilloma, Choroid Plexus/complications , Postoperative Complications/etiology , Retrospective Studies , Tomography, X-Ray Computed , Ventriculoperitoneal Shunt/statistics & numerical data
6.
J Neurosci Rural Pract ; 7(Suppl 1): S82-S84, 2016 Dec.
Article in English | MEDLINE | ID: mdl-28163511

ABSTRACT

Frameless stereotactic neuronavigation system has been in wide use since many years for precise localization of cranial tumors and navigation for spinal instrumentation. We present its usage in the localization of odontoid process in a very high basilar invagination for a transoral transpalatal resection of the same. We discuss the technical aspects of assembly of neuronavigation system, O-arm and Mayfield head frame on Allen spine system to achieve precise and accurate localization of high riding odontoid process through an extremely narrow operative corridor.

7.
Neurol India ; 63(2): 175-83, 2015.
Article in English | MEDLINE | ID: mdl-25947980

ABSTRACT

OBJECT: To evaluate the outcome of patients undergoing a decompressive craniectomy (DC) in traumatic brain injury (TBI) and the factors predicting outcome. MATERIALS AND METHODS: A total of 1,236 patients with TBI operated with a DC from January 2008 to December 2013 at a tertiary care hospital were included in the study. The data from the hospital computerized database was retrospectively analyzed and 324 (45%) patients were followed-up for a mean duration of 25.3 months (range 3-42 months) among the cohort of 720 alive patients. The institute's ethical committee clearance was obtained before the start of the study. RESULTS: There were 81% males with a median age [interquartile range (IQR)] of 32 (23-45) years. The mortality rate and median (IQR) Glasgow outcome score (GOS) at discharge in patients presenting with minor, moderate, and severe head injury were 18%, 5 (4-5); 28%, 4 (1-5); and 47.4%, 2 (1-4), respectively. An overall favorable outcome (GOS 4 and 5) at discharge was observed in 46.5% patients and in 39% patients who presented with severe TBI. Only 7.5% patients were in a persistent vegetative state (PVS), while 78% had an overall favorable outcome at the last follow-up of surviving patients (P < 0.001). On multivariate analysis, the factors predictive of a favorable GOS at discharge were: a younger age (odds ratio (OR) 1.03, confidence interval (CI) = 1.02-1.04; P < 0.001), no pupillary abnormalities at admission (OR 2.28, CI = 1.72-3.02; P < 0.001), absence of preoperative hypotension (OR 1.91, CI = 1.08-3.38; P = 0.02), an isolated TBI (OR 1.42, CI = 1.08-1.86; P = 0.01), absence of a preoperative infarct (OR 3.68, CI = 1.74-7.81; P = 0.001), presence of a minor head injury (OR 6.33, CI = 4.07-9.86; P < 0.001), performing a duraplasty (OR 1.86, CI = 1.20-2.87; P = 0.005) rather than a slit durotomy (OR 3.95, CI = 1.67-9.35; P = 0.002), and, avoidance of a contralateral DC (OR 3.58, CI = 1.90-6.73; P < 0.001). CONCLUSIONS: The severity of head injury, performing a duraplasty rather than a slit durotomy, avoidance of a contralateral DC, and the presence of preoperative hypotension, infarct, and/or pupillary asymmetry have the highest odds of predicting the short term GOS at the time of discharge, after a DC in patients with TBI. Although DC carries a high risk of mortality, the probability of the survivors having a favorable outcome is significantly more as compared to those who remain in a PVS.

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