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1.
Sci Rep ; 14(1): 2651, 2024 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-38302683

RESUMEN

Cardiovascular disease (CVD) represents one of the main causes of mortality worldwide and nearly a half of it is related to ischemic heart disease (IHD). The article represents a comprehensive study on the diagnostics of IHD through the targeted metabolomic profiling and machine learning techniques. A total of 112 subjects were enrolled in the study, consisting of 76 IHD patients and 36 non-CVD subjects. Metabolomic profiling was conducted, involving the quantitative analysis of 87 endogenous metabolites in plasma. A novel regression method of age-adjustment correction of metabolomics data was developed. We identified 36 significantly changed metabolites which included increased cystathionine and dimethylglycine and the decreased ADMA and arginine. Tryptophan catabolism pathways showed significant alterations with increased levels of serotonin, intermediates of the kynurenine pathway and decreased intermediates of indole pathway. Amino acid profiles indicated elevated branched-chain amino acids and increased amino acid ratios. Short-chain acylcarnitines were reduced, while long-chain acylcarnitines were elevated. Based on these metabolites data, machine learning algorithms: logistic regression, support vector machine, decision trees, random forest, and gradient boosting, were used for IHD diagnostic models. Random forest demonstrated the highest accuracy with an AUC of 0.98. The metabolites Norepinephrine; Xanthurenic acid; Anthranilic acid; Serotonin; C6-DC; C14-OH; C16; C16-OH; GSG; Phenylalanine and Methionine were found to be significant and may serve as a novel preliminary panel for IHD diagnostics. Further studies are needed to confirm these findings.


Asunto(s)
Enfermedades Cardiovasculares , Isquemia Miocárdica , Humanos , Serotonina , Aminoácidos , Metabolómica/métodos , Aminoácidos de Cadena Ramificada/metabolismo , Isquemia Miocárdica/complicaciones , Enfermedades Cardiovasculares/etiología
2.
Artículo en Ruso | MEDLINE | ID: mdl-35904293

RESUMEN

AIM OF THE STUDY: To investigate the efficacy and safety of non-immunogenic staphylokinase (NS) compared with alteplase (A) in patients with acute ischemic stroke (AIS) within 4.5 h after symptom onset. MATERIAL AND METHODS: 336 patients with IS within 4.5 h after symptom onset were included in a randomized, open-label, multicenter, parallel-group, non-inferiority comparative trial of NS vs A (168 patients in each group). NS was administered as an intravenous bolus in a dose of 10 mg, regardless of body weight, over 10 s, A was administered as a bolus infusion in a dose of 0.9 mg/kg, maximum 90 mg over 1 hour. The primary efficacy endpoint was a favorable outcome, defined as a modified Rankin scale (mRS) score of 0-1 on day 90. Safety endpoints included all-cause mortality on day 90, symptomatic intracranial haemorrhage, and other serious adverse events (SAEs). RESULTS: At day 90, 84 (50%) patients reached the primary endpoint (mRS 0-1) in the NS group, 68 (41%) patients - in the A group (p=0.10, OR=1.47, 95% CI=0.93-2.32). The difference between groups NS and A was 9.5% (95% CI= -1.7-20.7) and the lower limit of the 95% CI did not cross the margin of non-inferiority (pnon-inferiority<0.0001). There were no significant differences in the frequency of deaths between the groups: on day 90, 17 (10%) patients in the NS group and 24 (14%) in the A group had died (p=0.32). There was a trend towards significant differences in the frequency of symptomatic intracranial haemorrhage: NS group - 5 (3%) patients, A group - 13 (8%) patients (p=0.087, OR=0.37, 95% CI=0.1-1.13). There were significant differences in the number of patients with SAEs: in the NS group - 22 (13%) patients, in the A group - 37 (22%) patients (p=0.044, OR=0.53, 95% CI=0.28-0.98). CONCLUSION: The presented results of the FRIDA trial are the first in the world to use a drug based on NS in patients with IS. It has been shown that a single bolus (within 10 s) administration of NS at a standard dose of 10 mg, regardless of body weight, allows to conduct fast, effective and safe thrombolytic therapy in patients with IS within 4.5 h after symptom onset. In further clinical tials of NS, it is planned to expand the therapeutic window beyond 4.5 h after symptom onset in patients with IS.


Asunto(s)
Isquemia Encefálica , Accidente Cerebrovascular Isquémico , Metaloendopeptidasas , Accidente Cerebrovascular , Peso Corporal , Isquemia Encefálica/complicaciones , Isquemia Encefálica/tratamiento farmacológico , Fibrinolíticos/uso terapéutico , Humanos , Hemorragias Intracraneales/inducido químicamente , Hemorragias Intracraneales/complicaciones , Metaloendopeptidasas/uso terapéutico , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/etiología , Terapia Trombolítica , Resultado del Tratamiento
3.
Vopr Onkol ; 60(2): 69-71, 2014.
Artículo en Ruso | MEDLINE | ID: mdl-24919265

RESUMEN

Taking into account the information about the role of insulin-like growth factor -1 (IGF-1) in breast cancer the main aim of the present study was to investigate the cellular immune response to IGF-1. There were examined 58 patients with breast cancer (61 +/- 1 years, BMI 31,2 +/- 0,9 kg/m2, all postmenopausal) and 10 with benign tumors of the breast (56 +/- 2 years, BMI 30,8 +/- 0,7 kg/m2 all menopausal) as well as 17 patients suffering from cancer of different sites. Sensibilization of lymphocytes to IGF-1 was measured in the reaction of blast transformation of peripheral blood lymphocytes. The majority of breast cancer patients (47/58) revealed the sensibilization of peripheral blood lymphocytes to IGF-1. Thus in a part of patients (29 /47) this reaction was suppressed and revealed after suppression of cyclooxygenase and/or blocking of the histamine H2-receptors by corresponding pharmaceutics drugs in vitro.


Asunto(s)
Neoplasias de la Mama/inmunología , Factor I del Crecimiento Similar a la Insulina/inmunología , Linfocitos/inmunología , Posmenopausia , Anciano , Inhibidores de la Ciclooxigenasa/administración & dosificación , Femenino , Antagonistas de los Receptores H2 de la Histamina/administración & dosificación , Humanos , Persona de Mediana Edad
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