M. A. Alymenko, R. S. Valiev, N. R. Valiev, A. Polonikov, V. М. Kolomiets, I. N. Tragira, V. A. Ragulina, G. S. Mal, E. V. Popova, N. P. Balobanova, A. V. Batishchev
Aim of the study was to investigate susceptibility to pulmonary tuberculosis in men and women depending on polymorphism of genes of xenobiotic biotransformation enzymes NAT2 (590G> A (rs1799930)), CYP2E1 (9896C> G (rs2070676)), ABCB1 (3435T> C (rs1045642)), GSTM1 (E/D) and GSTT1 (E/D). Material and methods. The study included 335 patients with pulmonary tuberculosis aged 18 to 65 years (212 patients with newly diagnosed pulmonary tuberculosis and 123 people with chronic pulmonary tuberculosis receiving intensive phase of chemotherapy). Statistical data processing was carried out on a personal computer using IBM SPSS Statistics 26 and MS Excel 2013 software packages. The control group consisted of relatively healthy individuals without chronic diseases. Genotyping of polymorphisms NAT2 (590G>A (rs1799930)), CYP2E1 (9896C>G (rs2070676)), ABCB1 (3435T>C (rs1045642)) and extended deletions GSTM1 (E/D), GSTT1 (E/D) was performed using real time PCR. Results. It has been established that the genotype EЕ of GSTT1 gene identified in 89.1 % men was statistically significantly associated with increased susceptibility to pulmonary tuberculosis, while the genotype DD of the GSTT1 gene (10.9 % cases) was associated with reduced susceptibility. A similar trend is observed in women: the greatest susceptibility to pulmonary tuberculosis is characteristic for the genotype ЕЕ GSTT1 gene (87.2 %), the least (12.8 %) – for the DD genotype. Conclusions. It is advisable to introduce genotyping of genes of xenobiotic biotransformation enzymes into the practice of a phthisiologist in order to develop measures to improve the effectiveness of prevention and treatment of patients with pulmonary tuberculosis.
{"title":"Association of polymorphic variants of genes of xenobiotic biotransformation enzymes with susceptibility to pulmonary tuberculosis, taking into account gender features","authors":"M. A. Alymenko, R. S. Valiev, N. R. Valiev, A. Polonikov, V. М. Kolomiets, I. N. Tragira, V. A. Ragulina, G. S. Mal, E. V. Popova, N. P. Balobanova, A. V. Batishchev","doi":"10.18699/ssmj20240120","DOIUrl":"https://doi.org/10.18699/ssmj20240120","url":null,"abstract":"Aim of the study was to investigate susceptibility to pulmonary tuberculosis in men and women depending on polymorphism of genes of xenobiotic biotransformation enzymes NAT2 (590G> A (rs1799930)), CYP2E1 (9896C> G (rs2070676)), ABCB1 (3435T> C (rs1045642)), GSTM1 (E/D) and GSTT1 (E/D). Material and methods. The study included 335 patients with pulmonary tuberculosis aged 18 to 65 years (212 patients with newly diagnosed pulmonary tuberculosis and 123 people with chronic pulmonary tuberculosis receiving intensive phase of chemotherapy). Statistical data processing was carried out on a personal computer using IBM SPSS Statistics 26 and MS Excel 2013 software packages. The control group consisted of relatively healthy individuals without chronic diseases. Genotyping of polymorphisms NAT2 (590G>A (rs1799930)), CYP2E1 (9896C>G (rs2070676)), ABCB1 (3435T>C (rs1045642)) and extended deletions GSTM1 (E/D), GSTT1 (E/D) was performed using real time PCR. Results. It has been established that the genotype EЕ of GSTT1 gene identified in 89.1 % men was statistically significantly associated with increased susceptibility to pulmonary tuberculosis, while the genotype DD of the GSTT1 gene (10.9 % cases) was associated with reduced susceptibility. A similar trend is observed in women: the greatest susceptibility to pulmonary tuberculosis is characteristic for the genotype ЕЕ GSTT1 gene (87.2 %), the least (12.8 %) – for the DD genotype. Conclusions. It is advisable to introduce genotyping of genes of xenobiotic biotransformation enzymes into the practice of a phthisiologist in order to develop measures to improve the effectiveness of prevention and treatment of patients with pulmonary tuberculosis.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140077611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. A. Tsibizova, M. Sergalieva, L. A. Andreeva, O. Bashkina, N. F. Myasoedov, M. Samotrueva
The experimental study is devoted to the identification of possible psychomodulatory and anxiolytic effects of ACTH(4- 7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro under conditions of thyroid hyperfunction. Material and methods. The experiment was performed on white male rats, which were divided into groups: I – control; II – rats with hyperthyroidism model, III and IV – animals receiving ACTH(4-7)-Pro-Gly-Pro (Semax) and ACTH(6-9)-Pro-Gly-Pro at doses of 174 and 178 μg/kg/day, respectively, for 21 days against the background of hyperthyroidism. The development of experimental hyperthyroidism in animals was induced by administration of an aqueous solution of potassium iodide at a dose of 75 µg/kg by intragastric gavage, daily for 3 weeks. Behavioural activity was assessed using psychopharmacological tests “Lattice” and “Light-Dark box” in standard modification. Results and discussion. Under conditions of experimental hyperthyroidism in the “Lattice” test, changes in psychomotor behaviour of animals were observed in the form of suppression of orienteering and exploratory activity, namely, a decrease in the number of stands and exploratory “peeks” downwards. In the test “Light-Dark box” against the background of thyroid hyperfunction, an increase in the level of anxiety was observed, manifested in a decrease in the time spent in the light compartment, the number of transitions between compartments and racks, as well as an increase in the number of assessments of “risk” – “looking out” of the compartment. The studied substances ACTH(4-7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro in conditions of experimental hyperthyroidism promoted the correction of the above-mentioned behavioural disorders, eliminating the anxiety-depressive state of laboratory animals. Conclusions. When studying the effect of ACTH(4-7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro substances under conditions of experimental hyperthyroidism on behavioural activity of white rats in the tests “Lattice” and “Light-Dark box” it was revealed that the studied peptide compounds exhibit psychomodulatory and anxiolytic effects, correcting behavioural reactions.
{"title":"Psychomodulatory and anxiolytic effects of ACTH(4-7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro against the background of experimental model of thyroid hyperfunction","authors":"A. A. Tsibizova, M. Sergalieva, L. A. Andreeva, O. Bashkina, N. F. Myasoedov, M. Samotrueva","doi":"10.18699/ssmj20240119","DOIUrl":"https://doi.org/10.18699/ssmj20240119","url":null,"abstract":"The experimental study is devoted to the identification of possible psychomodulatory and anxiolytic effects of ACTH(4- 7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro under conditions of thyroid hyperfunction. Material and methods. The experiment was performed on white male rats, which were divided into groups: I – control; II – rats with hyperthyroidism model, III and IV – animals receiving ACTH(4-7)-Pro-Gly-Pro (Semax) and ACTH(6-9)-Pro-Gly-Pro at doses of 174 and 178 μg/kg/day, respectively, for 21 days against the background of hyperthyroidism. The development of experimental hyperthyroidism in animals was induced by administration of an aqueous solution of potassium iodide at a dose of 75 µg/kg by intragastric gavage, daily for 3 weeks. Behavioural activity was assessed using psychopharmacological tests “Lattice” and “Light-Dark box” in standard modification. Results and discussion. Under conditions of experimental hyperthyroidism in the “Lattice” test, changes in psychomotor behaviour of animals were observed in the form of suppression of orienteering and exploratory activity, namely, a decrease in the number of stands and exploratory “peeks” downwards. In the test “Light-Dark box” against the background of thyroid hyperfunction, an increase in the level of anxiety was observed, manifested in a decrease in the time spent in the light compartment, the number of transitions between compartments and racks, as well as an increase in the number of assessments of “risk” – “looking out” of the compartment. The studied substances ACTH(4-7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro in conditions of experimental hyperthyroidism promoted the correction of the above-mentioned behavioural disorders, eliminating the anxiety-depressive state of laboratory animals. Conclusions. When studying the effect of ACTH(4-7)-Pro-Gly-Pro and ACTH(6-9)-Pro-Gly-Pro substances under conditions of experimental hyperthyroidism on behavioural activity of white rats in the tests “Lattice” and “Light-Dark box” it was revealed that the studied peptide compounds exhibit psychomodulatory and anxiolytic effects, correcting behavioural reactions.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140260890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
B. Tuchinov, V. Suvorov, K. O. Motorin, E. N. Pavlovsky, L. M. Vasilkiv, Y. Stankevich, A. A. Tulupov
The research was aimed at analyzing modern algorithms for diagnosing lesions in multiple sclerosis on MRI images. Multiple sclerosis is a severe disease of the central nervous system and ranks first among the causes of disability in patients of young working age. In connection with the development of computer vision and machine learning technologies, the relevance of using these technologies for medical diagnostics is growing. Such approaches are necessary for the effective development and implementation of diagnostic systems using artificial intelligence. Modern algorithms and models for lesion segmentation were selected and implemented. Material and methods. The paper presents CV features of diagnosing multiple sclerosis on MRI images, existing data sets: ISBI-2015, MSSEG-2016, MSSEG-2021; existing algorithms and models for lesion segmentation: U-Net, nnU-Net, TransUnet, TransBTS, UNETR, Swin UNETR. Results and discussion. The architectures and models of nnU-Net, UNETR, Swin UNETR were trained and compared at ISBI2015 with various parameters and loss functions. Four MRI sequences were used: T2-WI, T2-FLAIR, PD, MPRAGE. Lesion segmentation was approved by certified experienced neuroradiologists. Conclusions. The approaches described in the paper including data processing, model training, and results analysis, focused on the selection and development of high-quality computer vision algorithms for identifying multiple sclerosis lesions in MRI images. Identification and segmentation of demyelination foci is a necessary step for diagnosing the disease, as well as for calculating and interpreting more meaningful indicators of disease severity and progression.
{"title":"Application of a computer vision algorithm to identify foci of demyelination in multiple sclerosis on MRI images","authors":"B. Tuchinov, V. Suvorov, K. O. Motorin, E. N. Pavlovsky, L. M. Vasilkiv, Y. Stankevich, A. A. Tulupov","doi":"10.18699/ssmj20240111","DOIUrl":"https://doi.org/10.18699/ssmj20240111","url":null,"abstract":"The research was aimed at analyzing modern algorithms for diagnosing lesions in multiple sclerosis on MRI images. Multiple sclerosis is a severe disease of the central nervous system and ranks first among the causes of disability in patients of young working age. In connection with the development of computer vision and machine learning technologies, the relevance of using these technologies for medical diagnostics is growing. Such approaches are necessary for the effective development and implementation of diagnostic systems using artificial intelligence. Modern algorithms and models for lesion segmentation were selected and implemented. Material and methods. The paper presents CV features of diagnosing multiple sclerosis on MRI images, existing data sets: ISBI-2015, MSSEG-2016, MSSEG-2021; existing algorithms and models for lesion segmentation: U-Net, nnU-Net, TransUnet, TransBTS, UNETR, Swin UNETR. Results and discussion. The architectures and models of nnU-Net, UNETR, Swin UNETR were trained and compared at ISBI2015 with various parameters and loss functions. Four MRI sequences were used: T2-WI, T2-FLAIR, PD, MPRAGE. Lesion segmentation was approved by certified experienced neuroradiologists. Conclusions. The approaches described in the paper including data processing, model training, and results analysis, focused on the selection and development of high-quality computer vision algorithms for identifying multiple sclerosis lesions in MRI images. Identification and segmentation of demyelination foci is a necessary step for diagnosing the disease, as well as for calculating and interpreting more meaningful indicators of disease severity and progression.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140260316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Semenov, D. Bondarchuk, I. Malkov, M. Shatokhina
The aim of the study was to compare hemodynamic parameters, the sequence of remodeling of the jugular and extrajugular outflow tracts of cerebral venous circulation in extrinsic stenosis and hypoplasia of the internal jugular vein (IJV). Material and methods. Groups with external compression and IJV stenosis (n = 50), with IJV hypoplasia (n = 27), and after IJV ligation/resection (n = 6) as a model of IJV occlusion with a minimal cerebral venous insufficiency and venous encephalopathy and control group (n = 31) were compared. All patients underwent a neurological examination, ultrasound duplex scanning of the IJV (J2 and at the level of stenosis), common carotid and vertebral artery (V2), 2DToF or 3DToF magnetic resonance venography of the neck veins. The degree of stenosis of the IJV, the crosssectional area and the time average blood flow velocity, the calculated indicator of the venous-arterial balance (VAB) were determined according to the modified formula. Results and discussion. In the group of external compression of the IJV, stenosis averaged 64.52 %. The area of the IJV at the site of stenosis was 6 times, and at the standard place (J2) – 3 times less than the area of the opposite IJV. The hypoplastic IJV throughout its entire length (from J1 to J3) had the same area (0.21 ± 0.12 cm2 ), smooth contours, without local expansions or narrowings. A very low blood flow velocity (10.2 ± 11.67 cm/s) is characteristic for stenosis, in contrast to the normal velocity in the hypoplastic vein and in the control group. The blood flow velocity in the contralateral IJV with external stenosis does not differ from normal, but it is increased with hypoplasia (34.62 ± 12.23 cm/s). With MR venography, it is possible to detect a stenosing factor, symptoms of a filling defect, a decrease or loss of a blood flow signal, and an assessment of the overall picture of remodeling of the venous network of the neck. A decrease in the IJV area on the side of the lesion/anomaly corresponds to negative remodeling, while an expansion of the opposite IJV corresponds to positive remodeling. If the obstruction persists, the homolateral, then the contralateral external jugular vein expands, then the vertebral veins and plexuses, spinal epidural veins, anterior jugular and posterior cervical veins expand too. The magnitude of the IJV on the side of the anomaly/pathology with hypoplasia did not differ from the value with stenosis (9 %), but was slightly less than on the opposite IJV (53.39 ± 13.40 and 67.24 ± 18.02 %, respectively, p < 0.06) and significantly less compared to the control (24.16 ± 8.06 % on the left and 33.15 ± 8.27 % on the right, p < 0.0001), which makes this indicator a good additional criterion for outflow abnormality according to the IJV of one side.
{"title":"Remodeling of extracranial veins and venous-arterial imbalance in extrinsic stenosis and hypoplasia of the internal jugular veins","authors":"S. Semenov, D. Bondarchuk, I. Malkov, M. Shatokhina","doi":"10.18699/ssmj20240107","DOIUrl":"https://doi.org/10.18699/ssmj20240107","url":null,"abstract":"The aim of the study was to compare hemodynamic parameters, the sequence of remodeling of the jugular and extrajugular outflow tracts of cerebral venous circulation in extrinsic stenosis and hypoplasia of the internal jugular vein (IJV). Material and methods. Groups with external compression and IJV stenosis (n = 50), with IJV hypoplasia (n = 27), and after IJV ligation/resection (n = 6) as a model of IJV occlusion with a minimal cerebral venous insufficiency and venous encephalopathy and control group (n = 31) were compared. All patients underwent a neurological examination, ultrasound duplex scanning of the IJV (J2 and at the level of stenosis), common carotid and vertebral artery (V2), 2DToF or 3DToF magnetic resonance venography of the neck veins. The degree of stenosis of the IJV, the crosssectional area and the time average blood flow velocity, the calculated indicator of the venous-arterial balance (VAB) were determined according to the modified formula. Results and discussion. In the group of external compression of the IJV, stenosis averaged 64.52 %. The area of the IJV at the site of stenosis was 6 times, and at the standard place (J2) – 3 times less than the area of the opposite IJV. The hypoplastic IJV throughout its entire length (from J1 to J3) had the same area (0.21 ± 0.12 cm2 ), smooth contours, without local expansions or narrowings. A very low blood flow velocity (10.2 ± 11.67 cm/s) is characteristic for stenosis, in contrast to the normal velocity in the hypoplastic vein and in the control group. The blood flow velocity in the contralateral IJV with external stenosis does not differ from normal, but it is increased with hypoplasia (34.62 ± 12.23 cm/s). With MR venography, it is possible to detect a stenosing factor, symptoms of a filling defect, a decrease or loss of a blood flow signal, and an assessment of the overall picture of remodeling of the venous network of the neck. A decrease in the IJV area on the side of the lesion/anomaly corresponds to negative remodeling, while an expansion of the opposite IJV corresponds to positive remodeling. If the obstruction persists, the homolateral, then the contralateral external jugular vein expands, then the vertebral veins and plexuses, spinal epidural veins, anterior jugular and posterior cervical veins expand too. The magnitude of the IJV on the side of the anomaly/pathology with hypoplasia did not differ from the value with stenosis (9 %), but was slightly less than on the opposite IJV (53.39 ± 13.40 and 67.24 ± 18.02 %, respectively, p < 0.06) and significantly less compared to the control (24.16 ± 8.06 % on the left and 33.15 ± 8.27 % on the right, p < 0.0001), which makes this indicator a good additional criterion for outflow abnormality according to the IJV of one side.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140262580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. N. Sidikov, O. Bogomyakova, Y. Stankevich, A. A. Tulupov
Modern methods of neuroimaging make it possible to develop approaches for assessing intracranial pressure as a replacement for the “gold standard” of invasive monitoring. Aim of the study was to investigate the possibility of using magnetic resonance (MR) characteristics to assess the increase in intracranial pressure in patients with secondary intracranial hypertension. Material and methods. Group 1 – 40 patients with brain tumors, group 2 – 15 patients with communicating hydrocephalus, control group – 36 individuals. The patients underwent MRI with measurement and evaluation of the optic nerve sheath diameter (ONSD), the optochiasmal cistern and the pituitary gland vertical sizes, and tortuosity of the ON. Patients of the 2nd group underwent a phase-contrast MRI with an assessment of the velocity and volumetric characteristics of blood and cerebrospinal fluid flows with the calculation of the intracranial compliance index (ICC). Using the FreeSurfer program, the brain volumes were estimated. Results and discussion. A statistically significant increase in ONSD was found in the groups of patients compared with the control group (by 24 %, p < 0.05), decrease in the vertical size of the pituitary gland and an increase in the vertical size of the optochiasmal cistern (p < 0.05), as well as ICC lowering in group 2 (by 1.7 times, p < 0.05). Tortuosity of ON in group 1 was observed more often than in other groups. A statistically significant positive correlation between ONSD and brain volumes in group 1 (r = 0.55, p < 0.05) and a negative correlation between brain volumes and ICC in group 2 (r = –0.86, p < 0.05) has been found. Conclusions. Based on the presented results, we believe that the combined use of qualitative and quantitative MRI criteria can expand the diagnostic capabilities of non-invasive assessment of increased intracranial pressure.
{"title":"Study of the possibilities of non-invasive assessment of increased intracranial pressure according to MRI data on the example of patients with secondary intracranial hypertension","authors":"N. N. Sidikov, O. Bogomyakova, Y. Stankevich, A. A. Tulupov","doi":"10.18699/ssmj20240109","DOIUrl":"https://doi.org/10.18699/ssmj20240109","url":null,"abstract":"Modern methods of neuroimaging make it possible to develop approaches for assessing intracranial pressure as a replacement for the “gold standard” of invasive monitoring. Aim of the study was to investigate the possibility of using magnetic resonance (MR) characteristics to assess the increase in intracranial pressure in patients with secondary intracranial hypertension. Material and methods. Group 1 – 40 patients with brain tumors, group 2 – 15 patients with communicating hydrocephalus, control group – 36 individuals. The patients underwent MRI with measurement and evaluation of the optic nerve sheath diameter (ONSD), the optochiasmal cistern and the pituitary gland vertical sizes, and tortuosity of the ON. Patients of the 2nd group underwent a phase-contrast MRI with an assessment of the velocity and volumetric characteristics of blood and cerebrospinal fluid flows with the calculation of the intracranial compliance index (ICC). Using the FreeSurfer program, the brain volumes were estimated. Results and discussion. A statistically significant increase in ONSD was found in the groups of patients compared with the control group (by 24 %, p < 0.05), decrease in the vertical size of the pituitary gland and an increase in the vertical size of the optochiasmal cistern (p < 0.05), as well as ICC lowering in group 2 (by 1.7 times, p < 0.05). Tortuosity of ON in group 1 was observed more often than in other groups. A statistically significant positive correlation between ONSD and brain volumes in group 1 (r = 0.55, p < 0.05) and a negative correlation between brain volumes and ICC in group 2 (r = –0.86, p < 0.05) has been found. Conclusions. Based on the presented results, we believe that the combined use of qualitative and quantitative MRI criteria can expand the diagnostic capabilities of non-invasive assessment of increased intracranial pressure.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140078139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Semenov, D. Bondarchuk, A. Kokov, M. Shatokhina
The growing number of studies on cerebral venous circulation disorders associated with extrinsic stenosis of the internal jugular veins, as well as attempts to surgically influence the restoration of blood flow, are an indicator of the importance of this problem. Studies show that extracranial outflow disorders are associated with a wide range of neurological clinical manifestations and may contribute to the development of congestive intracranial hypertension. Anatomical variants of the development of the extracranial venous system, constitutional insufficiency and stenosis often play similar roles in the development of disorders of the cerebral venous outflow, but differ parametrically. There are no standard diagnostic criteria for differential diagnosis, normal and pathological parameters are contradictory, and the diagnosis largely depends on the combined use of imaging techniques. The history of attempts to study disorders of the cerebral venous circulation is quite long, associated with the technical innovations in every period of time. The most non-invasive, accessible and safe tools for diagnosing non-thrombotic lesions and anomalies of the internal jugular veins are currently recognized as ultrasound scanning and MR venography in tandem. Researchers note both local hemodynamic disturbances at the level of stenosis and changes in the overall picture of the venous vascular network of the neck with certain patterns of its remodeling. The pathological significance of the compensatory expansion of nonjugular outflow tracts (vertebral, paraspinal collateral, spinal epidural veins, etc.) is still a controversial issue. MRI and ultrasound combined show a high degree of agreement between the results, which should stimulate further research into the pathophysiology and differentiation of various causes and severity of non-thrombotic lesions of the jugular veins.
{"title":"Indicators of cerebral venous drainage with non-thrombotic disorders in extracranial veins","authors":"S. Semenov, D. Bondarchuk, A. Kokov, M. Shatokhina","doi":"10.18699/ssmj20240108","DOIUrl":"https://doi.org/10.18699/ssmj20240108","url":null,"abstract":"The growing number of studies on cerebral venous circulation disorders associated with extrinsic stenosis of the internal jugular veins, as well as attempts to surgically influence the restoration of blood flow, are an indicator of the importance of this problem. Studies show that extracranial outflow disorders are associated with a wide range of neurological clinical manifestations and may contribute to the development of congestive intracranial hypertension. Anatomical variants of the development of the extracranial venous system, constitutional insufficiency and stenosis often play similar roles in the development of disorders of the cerebral venous outflow, but differ parametrically. There are no standard diagnostic criteria for differential diagnosis, normal and pathological parameters are contradictory, and the diagnosis largely depends on the combined use of imaging techniques. The history of attempts to study disorders of the cerebral venous circulation is quite long, associated with the technical innovations in every period of time. The most non-invasive, accessible and safe tools for diagnosing non-thrombotic lesions and anomalies of the internal jugular veins are currently recognized as ultrasound scanning and MR venography in tandem. Researchers note both local hemodynamic disturbances at the level of stenosis and changes in the overall picture of the venous vascular network of the neck with certain patterns of its remodeling. The pathological significance of the compensatory expansion of nonjugular outflow tracts (vertebral, paraspinal collateral, spinal epidural veins, etc.) is still a controversial issue. MRI and ultrasound combined show a high degree of agreement between the results, which should stimulate further research into the pathophysiology and differentiation of various causes and severity of non-thrombotic lesions of the jugular veins.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140262810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Letyagin, B. Tuchinov, E. Amelina, E. N. Pavlovsky, S. K. Golushko, M. E. Amelin, D. A. Rzaev
The study is devoted to considering the effectiveness of modern approaches to the development of diagnostic technology for analyzing MRI images in neuro-oncology, based on artificial intelligence (AI) and computer vision. Such approaches are necessary for rapid and diagnostically effective analysis to implement the principle of individualized medicine. Material and methods. An analysis of the effectiveness of the choice of AI technologies for the formation of processes of segmentation and classification of neuro-oncological MRI images has been presented. AI was trained on its own annotated database (SBT Dataset), containing about 1000 clinical cases based on archival data from preoperative MRI studies at the Federal Neurosurgical Center (Novosibirsk, Russian Federation), in patients with astrocytoma, glioblastoma, meningioma, neuroma, and with metastases of somatic tumors, with histological and histochemical postoperative confirmation. Results and discussion. The effectiveness and efficiency of the developed technologies was tested during the international BraTS competition, in which it was proposed to segment and classify cases from a dataset of neuro-oncological patients prepared by the competition organizers. Conclusions. The methodological approaches proposed in the article in the development of diagnostic systems based on AI and the principles of computer vision have shown high efficiency at the level of dozens of world leaders and can be used to develop software and hardware systems for diagnostic neuroradiology with the functions of a “doctor’s assistant.”
{"title":"Artificial intelligence in technologies for segmentation and classification of neuro-oncological lesions","authors":"A. Letyagin, B. Tuchinov, E. Amelina, E. N. Pavlovsky, S. K. Golushko, M. E. Amelin, D. A. Rzaev","doi":"10.18699/ssmj20240104","DOIUrl":"https://doi.org/10.18699/ssmj20240104","url":null,"abstract":"The study is devoted to considering the effectiveness of modern approaches to the development of diagnostic technology for analyzing MRI images in neuro-oncology, based on artificial intelligence (AI) and computer vision. Such approaches are necessary for rapid and diagnostically effective analysis to implement the principle of individualized medicine. Material and methods. An analysis of the effectiveness of the choice of AI technologies for the formation of processes of segmentation and classification of neuro-oncological MRI images has been presented. AI was trained on its own annotated database (SBT Dataset), containing about 1000 clinical cases based on archival data from preoperative MRI studies at the Federal Neurosurgical Center (Novosibirsk, Russian Federation), in patients with astrocytoma, glioblastoma, meningioma, neuroma, and with metastases of somatic tumors, with histological and histochemical postoperative confirmation. Results and discussion. The effectiveness and efficiency of the developed technologies was tested during the international BraTS competition, in which it was proposed to segment and classify cases from a dataset of neuro-oncological patients prepared by the competition organizers. Conclusions. The methodological approaches proposed in the article in the development of diagnostic systems based on AI and the principles of computer vision have shown high efficiency at the level of dozens of world leaders and can be used to develop software and hardware systems for diagnostic neuroradiology with the functions of a “doctor’s assistant.”","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140078586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Y. Stankevich, I. S. Karabanov, V. V. Popov, O. Bogomyakova, A. A. Tulupov
Current research in the field of neuroimaging is focused on the possibilities of using data from various diffusion MR models: diffusion tensor visualization (DTI), diffusion-curtosis visualization (DKI), diffusion-spectral visualization (DSI), generalized q-sample visualization (GQI), Q-ball visualization (QBI) in the assessment reorganization of the brain. The purpose of this study is to compare the results of dynamic observation of post–stroke brain reorganization by diffusion MR models (DTI, DKI). Material and methods. Dynamic MR examination of the brain of 129 patients was performed on a Ingenia 3.0 T (Philips, Netherlands) on 1–3 days, 7–10 days, 3–4 months after the manifestation of stroke according to a routine protocol (DWI-EPI, FLAIR-SPIR, T2-WI, T1W-TFE) with DTI method. The stroke was verified and DTI, GQI, and DKI maps were built. Results and discussion It was showed that the fractional anisotropy (FA) of DTI significantly changed from 1–3 days to 7–10 days in the stroke area; the mean, axial and radial diffusions increased in the affected area over the three studies. For DKI model – the curtosis FA significantly changed in the lesion area by 3–4 months; the mean curtosis decreased by the second observation in the stroke area, axial curtosis decreased in the same area throughout all studies; radial kurtosis significantly increased in the affected area throughout the study. The results confirm the world data and also indicate that diffusion metrics can interpret the neuroplasticity of the brain in various diseases, however, this requires further study. The applied diffusion models indicated the reorganization of the ischemic area and the intact contralateral area. The use of diffusion models for the dynamic assessment is a promising direction in the study of the neuroplasticity mechanisms.
{"title":"Comparison of diffusion MRI methods in the study of structural reorganization of the brain in the early post-stroke period","authors":"Y. Stankevich, I. S. Karabanov, V. V. Popov, O. Bogomyakova, A. A. Tulupov","doi":"10.18699/ssmj20240110","DOIUrl":"https://doi.org/10.18699/ssmj20240110","url":null,"abstract":"Current research in the field of neuroimaging is focused on the possibilities of using data from various diffusion MR models: diffusion tensor visualization (DTI), diffusion-curtosis visualization (DKI), diffusion-spectral visualization (DSI), generalized q-sample visualization (GQI), Q-ball visualization (QBI) in the assessment reorganization of the brain. The purpose of this study is to compare the results of dynamic observation of post–stroke brain reorganization by diffusion MR models (DTI, DKI). Material and methods. Dynamic MR examination of the brain of 129 patients was performed on a Ingenia 3.0 T (Philips, Netherlands) on 1–3 days, 7–10 days, 3–4 months after the manifestation of stroke according to a routine protocol (DWI-EPI, FLAIR-SPIR, T2-WI, T1W-TFE) with DTI method. The stroke was verified and DTI, GQI, and DKI maps were built. Results and discussion It was showed that the fractional anisotropy (FA) of DTI significantly changed from 1–3 days to 7–10 days in the stroke area; the mean, axial and radial diffusions increased in the affected area over the three studies. For DKI model – the curtosis FA significantly changed in the lesion area by 3–4 months; the mean curtosis decreased by the second observation in the stroke area, axial curtosis decreased in the same area throughout all studies; radial kurtosis significantly increased in the affected area throughout the study. The results confirm the world data and also indicate that diffusion metrics can interpret the neuroplasticity of the brain in various diseases, however, this requires further study. The applied diffusion models indicated the reorganization of the ischemic area and the intact contralateral area. The use of diffusion models for the dynamic assessment is a promising direction in the study of the neuroplasticity mechanisms.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140262952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. V. Petrovsky, V. A. Kim, M. B. Sharapova, D. S. Zuev, A. Z. Ibrayeva, E. K. Silvanovich, M. P. Moshkin, A. Romashchenko
Introduction. Beside the excretion of metabolic wastes, the lymphatic system in CNS play a crucial role in the regulation of intracranial pressure that is vital for the organism. One of the possible pathways of cerebrospinal fluid (CSF) drainage is its flow through the foramen of the cribriform plate (CP) into the nasal cavity. Despite the significant contribution of the nasal tract to the overall dynamics of the liquor, not much is known about the mechanisms of this process and how it is regulated. Due to its influence on the tone of blood vessels and peristalsis of lymphatic vessels, nitric oxide (NO) is a powerful modulator of liquor outflow, but its effects on nasal CSF outflow have not been studied yet. Aim and Methods. Using diffusion-weighted magnetic resonance imaging (DW MRI), we characterized the changes in CSF outflow through the CP of C57Bl/6 mice influenced by intranasal application of NO synthesis modulators. Results. In our study, using DW MRI and computer tomography (CT) mapping of the CP, we detected significant CSF outflow through its large dorsal and ventral foramen located along the nasal septum. At the same time, the CSF flow rate through the dorsal orifices of the CP was the highest. In addition, we showed that intranasal introduction of NO donor after 30 min leads to a significant decrease of water diffusion through the CP whereas application of a nonspecific NO synthase inhibitor into the nasal cavity enhances nasal outflow. The effects of the NO modulators did not have any significant spatial patterns; CSF outflow was significantly altered across all CP orifices regardless of their size or localization. Conclusion. The obtained results demonstrate the potential possibility of noninvasive local regulation of liquor dynamics, which may be used in the development of new approaches to the therapy of intracranial hypertension of various etiologies and methods of CNS detoxification.
{"title":"Effect of nitric oxide modulators on cerebrospinal fluid outflow through the cribriform plate of C57Bl/6 mice","authors":"D. V. Petrovsky, V. A. Kim, M. B. Sharapova, D. S. Zuev, A. Z. Ibrayeva, E. K. Silvanovich, M. P. Moshkin, A. Romashchenko","doi":"10.18699/ssmj20240106","DOIUrl":"https://doi.org/10.18699/ssmj20240106","url":null,"abstract":"Introduction. Beside the excretion of metabolic wastes, the lymphatic system in CNS play a crucial role in the regulation of intracranial pressure that is vital for the organism. One of the possible pathways of cerebrospinal fluid (CSF) drainage is its flow through the foramen of the cribriform plate (CP) into the nasal cavity. Despite the significant contribution of the nasal tract to the overall dynamics of the liquor, not much is known about the mechanisms of this process and how it is regulated. Due to its influence on the tone of blood vessels and peristalsis of lymphatic vessels, nitric oxide (NO) is a powerful modulator of liquor outflow, but its effects on nasal CSF outflow have not been studied yet. Aim and Methods. Using diffusion-weighted magnetic resonance imaging (DW MRI), we characterized the changes in CSF outflow through the CP of C57Bl/6 mice influenced by intranasal application of NO synthesis modulators. Results. In our study, using DW MRI and computer tomography (CT) mapping of the CP, we detected significant CSF outflow through its large dorsal and ventral foramen located along the nasal septum. At the same time, the CSF flow rate through the dorsal orifices of the CP was the highest. In addition, we showed that intranasal introduction of NO donor after 30 min leads to a significant decrease of water diffusion through the CP whereas application of a nonspecific NO synthase inhibitor into the nasal cavity enhances nasal outflow. The effects of the NO modulators did not have any significant spatial patterns; CSF outflow was significantly altered across all CP orifices regardless of their size or localization. Conclusion. The obtained results demonstrate the potential possibility of noninvasive local regulation of liquor dynamics, which may be used in the development of new approaches to the therapy of intracranial hypertension of various etiologies and methods of CNS detoxification.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140077829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
I. E. Arkhipov, A. I. Prokaeva, A. V. Zateev, V. K. Kozyreva, D. S. Korobko, N. A. Malkova
Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system, which is based on inflammatory demyelination and neurodegeneration. Over the course of the COVID-19 pandemic, there has been a perception that the virus has an effect on the course of immune processes. The questions of whether the frequency of autoimmune diseases, including the nervous system, and their course has changed have been discussed. Aim of the study was to assess the clinical and epidemiological characteristics of MS during the COVID-19 pandemic from 01.01.2020 to 01.01.2023 in Novosibirsk. In the course of our work, we studied the incidence of MS and the features of the clinical picture of the debut of MS associated with COVID-19 infection. Material and methods. The study included 628 patients with MS living in Novosibirsk with the onset of the disease in the period before the pandemic from 01.01.2017 to 12/31/2019 (341 patients) and during the pandemic from 01.01.2020 to 01.1.2023 (287 patients). Results. The incidence rates of MS in Novosibirsk were calculated, it was 7.1 7.6 6.4 7.38 6.92 and 3.2 per 100 thousand population in 2017, 2018, 2019, 2020, 2021 and 2020, respectively. The average incidence of MS in the study period before the pandemic was 7.03 per 100 thousand population, during the pandemic – 5.83 per 100 thousand population (critical value of the Student’s t-test = 1.972, with a significance level of a = 0.05). When analyzing the association of clinical manifestations of the onset of MS with COVID-19, it was found that coordination disorders were observed in patients with moderate infection more often than in patients with mild infection (p < 0.05; odds ratio 0.410, 95% confidence interval 0.162–1.035). No statistically significant correlation of clinical manifestations with the severity of infection was shown for patients with primary progressive MS, however, the predominance of the multi-focal nature of disease after a more severe course of COVID-19 was noted (40 %). After the first clinical demyelinating episode in the group of patients with relapsing-remitting MS, the chances of complete recovery in patients with mild infection are 2.8 times higher than in patients with moderate infection (p < 0.05). Conclusions. Thus, as a result of the conducted study, the effect of COVID-19 on the change in the incidence of MS was not revealed. In the process of analyzing the clinical features of MS during the pandemic, it was found that COVID-19 infection can contribute to an unfavorable course of MS with worse recovery of neurological deficits after episodes of exacerbations, which leads to the accumulation of disability of patients.
{"title":"COVID-19 and multiple sclerosis: is there a connection?","authors":"I. E. Arkhipov, A. I. Prokaeva, A. V. Zateev, V. K. Kozyreva, D. S. Korobko, N. A. Malkova","doi":"10.18699/ssmj20240101","DOIUrl":"https://doi.org/10.18699/ssmj20240101","url":null,"abstract":"Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system, which is based on inflammatory demyelination and neurodegeneration. Over the course of the COVID-19 pandemic, there has been a perception that the virus has an effect on the course of immune processes. The questions of whether the frequency of autoimmune diseases, including the nervous system, and their course has changed have been discussed. Aim of the study was to assess the clinical and epidemiological characteristics of MS during the COVID-19 pandemic from 01.01.2020 to 01.01.2023 in Novosibirsk. In the course of our work, we studied the incidence of MS and the features of the clinical picture of the debut of MS associated with COVID-19 infection. Material and methods. The study included 628 patients with MS living in Novosibirsk with the onset of the disease in the period before the pandemic from 01.01.2017 to 12/31/2019 (341 patients) and during the pandemic from 01.01.2020 to 01.1.2023 (287 patients). Results. The incidence rates of MS in Novosibirsk were calculated, it was 7.1 7.6 6.4 7.38 6.92 and 3.2 per 100 thousand population in 2017, 2018, 2019, 2020, 2021 and 2020, respectively. The average incidence of MS in the study period before the pandemic was 7.03 per 100 thousand population, during the pandemic – 5.83 per 100 thousand population (critical value of the Student’s t-test = 1.972, with a significance level of a = 0.05). When analyzing the association of clinical manifestations of the onset of MS with COVID-19, it was found that coordination disorders were observed in patients with moderate infection more often than in patients with mild infection (p < 0.05; odds ratio 0.410, 95% confidence interval 0.162–1.035). No statistically significant correlation of clinical manifestations with the severity of infection was shown for patients with primary progressive MS, however, the predominance of the multi-focal nature of disease after a more severe course of COVID-19 was noted (40 %). After the first clinical demyelinating episode in the group of patients with relapsing-remitting MS, the chances of complete recovery in patients with mild infection are 2.8 times higher than in patients with moderate infection (p < 0.05). Conclusions. Thus, as a result of the conducted study, the effect of COVID-19 on the change in the incidence of MS was not revealed. In the process of analyzing the clinical features of MS during the pandemic, it was found that COVID-19 infection can contribute to an unfavorable course of MS with worse recovery of neurological deficits after episodes of exacerbations, which leads to the accumulation of disability of patients.","PeriodicalId":24058,"journal":{"name":"Сибирский научный медицинский журнал","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140427266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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