[Information support for the bioresource collection: a biological information system «NeuroOnc¼]. / Informatsionnaya podderzhka bioresursnoi kollektsii: biologicheskaya informatsionnaya sistema «NeiroOnk¼.

The manuscript is devoted to development of information support system for a bioresource collection - biological information system «NeuroOnc¼. Architecture and main functions of system are presented. This system was formed in the project «Development of bioresource collection of tumors of the human nervous system with molecular genetic certification for personalized treatment of patients with neuro-oncological diseases¼. The purpose of this project was not only formation of bioresource collection, but also development of various molecular genetic methods for analysis of biospecimens in context of clinical researches. Biological information systems created to support the work of bioresource collections in hospitals should become a natural part of information infrastructure. Information support of bioresource collections cannot imply only «warehouse¼ functions. This system should have tools to support various scientific and clinical researches. Biological information systems can sometimes expand medical information systems but remain sufficiently autonomous. It is advisable to develop biological information systems in large specialized companies that can support their products for many years.

[Non-invasive diagnosis of brain gliomas by histological type using neuroradiomics in standardized regions of interest: towards digital biopsy]. / Neinvazivnaya diagnostika gliom golovnogo mozga po gistologicheskomu tipu s pomoshch'yu neiroradiomiki v standartizirovannykh zonakh interesa: na puti k tsifrovoi biopsii.

The future of contemporary neuroimaging does not solely lie in novel image-capturing technologies, but also in better methods for extraction of useful information from these images. Scientists see great promise in radiomics, i.e. the methodology for analysis of multiple features in medical image. However, there are certain issues in this field impairing reproducibility of results. One such issue is no standards in establishing the regions of interest. OBJECTIVE: To introduce a standardized method for identification of regions of interest when analyzing MR images using radiomics; to test the hypothesis that this approach is effective for distinguishing different histological types of gliomas. MATERIAL AND METHODS: We analyzed preoperative MR data in 83 adults with various gliomas (WHO classification, 2016), i.e. oligodendroglioma, anaplastic oligodendroglioma, anaplastic astrocytoma, and glioblastoma. Radiomic features were computed for T1, T1-enhanced, T2 and T2-FLAIR modalities in four standardized volumetric regions of interest by 356 voxels (46.93 mm3): 1) contrast enhancement; 2) edema-infiltration; 3) area adjacent to edema-infiltration; 4) reference area in contralateral hemisphere. Subsequently, mathematical models were trained to classify MR-images of glioma depending on histological type and quantitative features. RESULTS: Mean accuracy of differential diagnosis of 4 histological types of gliomas in experiments with machine learning was 81.6%, mean accuracy of identification of tumor types - from 94.1% to 99.5%. The best results were obtained using support vector machines and random forest model. CONCLUSION: In a pilot study, the proposed standardization of regions of interest demonstrated high effectiveness for MR-based differential diagnosis of oligodendroglioma, anaplastic oligodendroglioma, anaplastic astrocytoma and glioblastoma. There are grounds for applying and improving this methodology in further studies.

[Experience of treating patients with lateral sphenoid sinus recess CSF leak]. / Nash opyt lecheniia patsientov s nazal'noi likvoreei iz lateral'nogo karmana klinovidnoi pazukhi.

According to various authors, the rate of sphenoid sinus defects ranges from 15 to 26%. In the sphenoid sinus, the most common defect localization is the lateral recess - 35.3%. Regardless of the etiology and pathogenesis of lateral sphenoid sinus recess cerebrospinal fluid (CSF) leak, the treatment approach is aimed at plastic closure of the defect. Surgery in this area is associated with a high rate of recurrences (25%) due to a complex anatomical landscape and inapplicability of a direct approach. PURPOSE: The study purpose was to analyze our own experience in treating patients with CSF leak and meningoencephalocele in the lateral sphenoid sinus recess and, based on the obtained results, develop an algorithm for the treatment of this pathology. MATERIAL AND METHODS: We retrospectively reviewed a series of 89 patients with CSF leak and meningoencephalocele in the lateral sphenoid sinus recess who were treated at the Burdenko Neurosurgical Institute in the period between 2001 and 2017. The demographic characteristics of patients, clinical data, and aspects of surgical treatment were analyzed. Treatment outcomes were assessed based on analysis of recurrences and postoperative complications. The obtained data were compared to the literature data. RESULTS: In the series of 89 patients with CSF leak and meningoencephalocele in the lateral sphenoid sinus recess, the mean age was 49 years. Surgery through the transsphenoid approach was performed in 89 (74%) patients. There were 25 (28%) recurrences in this group. Nine (7%) patients underwent repair of a complex skull base defect using the transethmoidal approach; there were 3 (33%) recurrences. The transpterygoid approach was used in 22 (17%) patients; there were 3 (14%) recurrences in this group. CONCLUSION: Endoscopic endonasal repair is an effective technique for treating complex skull base defects in the lateral sphenoid sinus recess. The choice of an approach to the defect depends on the degree of pneumatization of the sphenoid sinus, surgeon's experience, and availability of the necessary equipment and tools. The endoscopic transpterygoid approach is advisable to use in cases of excessive pneumatisation of the sinus with developed lateral processes and recurrent nasal CSF leak. This enables visualization of the defect edges in this hard-to-reach area and adequate repair.

[Life quality of patients with benign tumors of the anterior and middle part of the skull base after surgery and during follow-up].

The results of surgical and combination therapy of 302 patients with benign tumors of the anterior and middle regions of the skull base with allowance for the functional outcomes (immediately after surgery and during the catamnestic follow-up) are reported. The Karnofsky and Rankin scales and the Anterior Skull Base Questionnaire (ASBQ) were used for the analysis. Radical tumor resection, as compared to partial resection, reduces the quality of life in the early postoperative period but increases it in future; the use of radiation therapy in combination treatment for patients with radically inoperable tumors does not worsen their quality of life in the late postoperative period.

[A system of processing data of clinical microbiology laboratories]. / Sistema obrabotki dannykh laboratorii klinicheskoi mikrobiologii.

The COBAS BACT automized system (Hoffman la Roche, Switzerland) was used in the practical work of the laboratory of clinical microbiology. The analyzer performed two functions i.e. the identification of gram-negative pathogens of the family Enterobacteriaceae and the rapid assay of their susceptibility to antibacterial drugs. The primary computer processing was embedded in the COBAS BACT machine. An information system providing the automatization of the secondary processing of the results of microbiological tests was developed. It included not only a system of the data bases for storage of the information and accumulation of the statistical data on the assays and their results but also the automized position of the microbiologist providing the possibility of the statistical information accumulation and reading. The CLIPPER program was used as a basis for the system development. The results of the secondary computer processing are illustrated by the actualities of the determination of the etiological factor of postoperative meningitis and septicemia carried out in 1993.