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1.
J Clin Neurosci ; 124: 137-141, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38705025

ABSTRACT

BACKGROUND: Severe perioperative hyperglycemia (SH) is a proven risk factor for postoperative complications after craniotomy. To reduce this risk, it has been proposed to implement the standardized clinical protocol for scheduled perioperative blood glucose concentration (BGC) monitoring. This would be followed by intravenous (IV) insulin infusion to keep BGC below 180 mg/dl in the perioperative period. The aim of this prospective observational study was to assess the impact of this type of protocol on the postoperative infection rate in patients undergoing elective craniotomy. METHODS: A total of 42 patients were prospectively enrolled in the study. Protocol included scheduled BGC monitoring in the perioperative period and rapid-acting insulin IV infusion when intraoperative SH was detected. The diagnosis of infection (wound, pulmonary, blood stream, urinary tract infection or central nervous system infection) was established according to CDC criteria within the first postoperative week. A previously enrolled group of patients with sporadic BGC monitoring and subcutaneous insulin injections for SH management was used as a control group. RESULTS: An infectious complication (i.e., pneumonia) was diagnosed only in one patient (2 %) in the prospective group. In comparison with the control group, a decrease in the risk of postoperative infection was statistically significant with OR = 0.08 [0.009 - 0.72] (p = 0.02). Implementation of the perioperative BGC monitoring and the correction protocol prevented both severe hyperglycemia and hypoglycemia with BGC < 70 mg/dl. CONCLUSION: Scheduled BGC monitoring and the use of low-dose insulin infusion protocol can decrease the postoperative infection rate in patients undergoing elective craniotomy. Future studies are needed to prove the causality of the implementation of such a protocol with an improved outcome.


Subject(s)
Blood Glucose , Craniotomy , Insulin , Humans , Craniotomy/adverse effects , Female , Male , Middle Aged , Blood Glucose/drug effects , Blood Glucose/analysis , Insulin/administration & dosage , Prospective Studies , Aged , Postoperative Complications/prevention & control , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Postoperative Complications/diagnosis , Diabetes Mellitus , Hypoglycemic Agents/administration & dosage , Elective Surgical Procedures/adverse effects , Adult , Surgical Wound Infection/prevention & control , Surgical Wound Infection/etiology , Surgical Wound Infection/epidemiology , Hyperglycemia/prevention & control , Hyperglycemia/etiology , Perioperative Care/methods , Infusions, Intravenous
2.
World Neurosurg ; 175: e505-e510, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37028477

ABSTRACT

BACKGROUND: The prognostic value of preoperative glycated hemoglobin (HbA1c) testing is controversial. The available evidence on the role of preoperative HbA1c in predicting postoperative complications after different surgical procedures has been conflicting. The primary aim of our retrospective observational cohort study was to assess the association between preoperative HbA1c and postoperative infections after elective craniotomy. METHODS: We extracted and analyzed data from an internal hospital database on 4564 patients who underwent neurosurgical intervention from January 2017 to May 2022. The primary outcome measure of the present study was infections established in the first week after surgery using the Centers for Disease Control and Prevention criteria. The records were stratified by the HbA1c values and intervention types. RESULTS: For patients who had undergone brain tumor removal with a preoperative HbA1c ≥6.5%, the odds of early postoperative infections were increased (odds ratio, 2.08; 95% confidence interval, 1.16-3.72; P = 0.01). We found no association between HbA1c and early postoperative infections for patients who had undergone elective cerebrovascular intervention, cranioplasty, or a minimally invasive procedure. After adjusting for age and gender, the threshold for significant infection risk for neuro-oncological patients increased with an HbA1c ≥7.5% (adjusted odds ratio, 2.97; 95% confidence interval, 1.37-6.45; P = 0.0058). CONCLUSIONS: For patients undergoing elective intracranial surgery for brain tumor removal, a preoperative HbA1c ≥7.5% is associated with a higher infection rate within the first postoperative week. Future prospective studies are required to assess the prognostic value of this association for clinical decision-making.


Subject(s)
Brain Neoplasms , Postoperative Complications , Humans , Glycated Hemoglobin , Retrospective Studies , Risk Factors , Postoperative Complications/epidemiology , Craniotomy/adverse effects , Brain Neoplasms/surgery
3.
Brain Spine ; 2: 100856, 2022.
Article in English | MEDLINE | ID: mdl-36248136

ABSTRACT

Background: Neurosurgical resection of insular gliomas is complicated by the possibility of iatrogenic injury to the lenticulostriate arteries (LSAs) and is associated with devastating neurological complications, hence the need to accurately assess the number of LSAs and their relationship to the tumor preoperatively. Methods: The study included 24 patients with insular gliomas who underwent preoperative 3D-TOF MRA to visualize LSAs. The agreement of preoperative magnetic resonance imaging with intraoperative data in terms of the number of LSAs and their invasion by the tumor was assessed using the Kendall rank correlation coefficient and Cohen's Kappa with linear weighting. Agreement between experts performing image analysis was estimated using Cohen's Kappa with linear weighting. Results: The number of LSAs arising from the M1 segment varied from 0 to 9 (mean 4.3 â€‹± â€‹0.37) as determined by 3D-TOF MRA and 2-6 (mean 4.25 â€‹± â€‹0.25) as determined intraoperatively, κ â€‹= â€‹0.51 (95% CI: 0.25-0.76) and τ â€‹= â€‹0.64 (p â€‹< â€‹0.001). LSAs were encased by the tumor in 11 patients (confirmed intraoperatively in 9 patients). LSAs were displaced medially in 8 patients (confirmed intraoperatively in 8 patients). The tumor partially involved the LSAs and displaced them in 5 patients (confirmed intraoperatively in 7 patients), κ â€‹= â€‹0.87 (95% CI: 0.70-1), τ â€‹= â€‹0.93 (p â€‹< â€‹0.001). 3D-TOF MRA demonstrated high sensitivity (100%, 95% CI: 0.63-1) and high specificity (86.67%, 95% CI: 0.58-0.98) in determining the LSA-tumor interface. Conclusions: 3D-TOF MRA at 3T demonstrated sensitivity in determining the LSA-tumor interface and the number of LSAs in patients with insular gliomas.

4.
Anesth Analg ; 135(5): 1082-1088, 2022 11 01.
Article in English | MEDLINE | ID: mdl-35051950

ABSTRACT

BACKGROUND: Postoperative infections after brain surgery are a serious complication potentially worsening the outcome of surgical treatment. Severe intraoperative hyperglycemia (SIH) contributes to both infectious and noninfectious postoperative complications. However, there are a lack of data on the incidence of SIH in patients undergoing elective neurosurgical brain procedures and its association with the risk of postoperative infections. METHODS: A total of 514 patients were prospectively enrolled in this single-center observational cohort clinical study to assess the incidence of SIH (blood glucose concentration [BGC] ≥180 mg/dL) in adult patients undergoing elective brain neurosurgical procedures and its association with postoperative infections. Both nondiabetic and diabetic patients were included in the study. BGC was determined by whole-blood analyses taken at the beginning and at the end of the surgery. Diagnosis of infection (wound, pulmonary, blood stream, urinary tract infection, or central nervous system infection) was established according to US Centers for Disease Control and Prevention (CDC) criteria within the first postoperative week. RESULTS: SIH was recorded in at least 1 blood sample in 23 patients (4.5%). Infectious complications within the first postoperative week were diagnosed in 40 patients (7.8%). Five of 23 patients (22%) with SIH had postoperative infections, compared with 35 of 491 patients (7%) without SIH (odds ratio [OR] = 3.71; 95% confidence interval [CI], 1.24-11.09; P = .018 after fitting a multiple logistic regression model to adjust for age, body mass index [BMI], and surgery duration). Intraoperative BGC >140 mg/dL was also associated with an increased risk of postoperative infections (OR = 3.10; 95% CI, 1.43-6.75; P = .004). Elevated preoperative glycated hemoglobin (HbA1c) concentration was also associated with postoperative infections in the study population (OR = 2.4; 95% CI, 1.02-6.00; P = .045). Age, BMI, American Society of Anesthesiologists (ASA) physical status, type of surgery, and duration of intervention had no significant association with the postoperative infection rate. CONCLUSIONS: SIH is associated with a higher risk of infections within the first postoperative week in patients undergoing elective brain neurosurgical procedures. Preoperative HbA1c is a reliable marker of the potential risk both of SIH and postoperative infections in the selected cohort. Future studies need to assess possible improvements in outcome under more precise monitoring and tighter control of perioperative hyperglycemia.


Subject(s)
Diabetes Mellitus , Hyperglycemia , Adult , Humans , Glycated Hemoglobin , Blood Glucose/analysis , Hyperglycemia/diagnosis , Hyperglycemia/epidemiology , Hyperglycemia/etiology , Elective Surgical Procedures/adverse effects , Postoperative Complications/diagnosis , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Neurosurgical Procedures/adverse effects , Brain , Risk Factors , Retrospective Studies
5.
Stud Health Technol Inform ; 287: 40-44, 2021 Nov 18.
Article in English | MEDLINE | ID: mdl-34795076

ABSTRACT

Implementing the best research principles initiates an important shift in clinical research culture, improving efficiency and the level of evidence obtained. In this article, we share our own view on the best research practice and our experience introducing it into the scientific activities of the N.N. Burdenko National Medical Research Center of Neurosurgery (Moscow, Russian Federation). While being adherent to the principles described in the article, the percentage of publications in the international scientific journals in our Center has increased from 7% to 27%, with an overall gain in the number of articles by 2 times since 2014. We believe it is important that medical informatics professionals equally to medical experts involved in clinical research are familiar with the best research principles.


Subject(s)
Biomedical Research , Neurosurgery , Hospitals , Neurosurgical Procedures , Russia
7.
J Clin Neurosci ; 88: 135-141, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33992172

ABSTRACT

The study aimed to assess the effect of exogenous factors such as surgeon posture, surgical instrument length, fatigue after a night shift, exercise and caffeine consumption on the spatial accuracy of neurosurgical manipulations. For the evaluation and simulation of neurosurgical manipulations, a testing device developed by the authors was used. The experimental results were compared using nonparametric analysis (Wilcoxon test) and multivariate analysis, which was performed using mixed models. The results were considered statistically significant at p < 0.05. The study included 11 first-year neurosurgery residents who met the inclusion criteria. Hand support in the sitting position (Wilcoxon test p value = 0.0033), caffeine consumption (p = 0.0058) and the length of the microsurgical instrument (p = 0.0032) had statistically significant influences on the spatial accuracy of surgical manipulations (univariate analysis). The spatial accuracy did not significantly depend on the type of standing position (Wilcoxon test p value = 0.2860), whether the surgeon was standing/sitting (p = 0.1029), fatigue following a night shift (p = 0.3281), or physical exertion prior to surgery (p = 0.2845). When conducting the multivariate analysis, the spatial accuracy significantly depended on the test subject (p < 0.0001), the use of support during the test (p = 0.0001), and the length of the microsurgical instrument (p = 0.0397). To increase the spatial accuracy of microsurgical manipulations, hand support and shorter tools should be used. Caffeine consumption in high doses should also be avoided prior to surgery.


Subject(s)
Clinical Competence , Neurosurgery , Neurosurgical Procedures , Psychomotor Performance , Computer Simulation , Humans , Microsurgery/instrumentation , Neurosurgical Procedures/instrumentation , Posture , Surgeons , Surgical Instruments
8.
Stud Health Technol Inform ; 272: 55-58, 2020 Jun 26.
Article in English | MEDLINE | ID: mdl-32604599

ABSTRACT

The automated detection of adverse events in medical records might be a cost-effective solution for patient safety management or pharmacovigilance. Our group proposed an information extraction algorithm (IEA) for detecting adverse events in neurosurgery using documents written in a natural rich-in-morphology language. In this paper, we challenge to optimize and evaluate its performance for the detection of any extremity muscle weakness in clinical texts. Our algorithm shows the accuracy of 0.96 and ROC AUC = 0.96 and might be easily implemented in other medical domains.


Subject(s)
Muscle Weakness , Natural Language Processing , Electronic Health Records , Humans , Information Storage and Retrieval , Pharmacovigilance
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