Publications by authors named "I A Kuzmicheva"

Despite considerable investigative efforts, the molecular mechanisms of postoperative delirium (POD) remain unresolved. The present investigation employs innovative methodologies for identifying potential primary and secondary metabolic markers of POD by analyzing serum metabolomic profiles utilizing the genetic algorithm and artificial neural networks. The primary metabolomic markers constitute a combination of metabolites that optimally distinguish between POD and non-POD groups of patients.

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Article Synopsis
  • * The study introduces a denoising autoencoder (DAE) to reduce noise in mass spectrometry (MS) data, improving the accuracy of bacterial strain classification.
  • * The DAE combined with Random Forest classification outperforms traditional methods, making it a more effective approach for precisely identifying Bacillus species in noisy conditions.
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The paper describes a clinical and anatomical case of partial trisomy of the long arm of 17 chromosome in a baby aged 1 month and 4 days with the karyotype 46,XY, dup(17)(q21q24) from a dichorionic diamniotic twin born after in vitro fertilization. Intrahepatic bile duct hyperplasia was first detected in the patient with this chromosomal abnormality. Histological and immunohistochemical examinations of the liver were conducted using antibodies to Ki-67, CK-pan, CK8, CK 18, Vim, SMA, CD31, CD34, HER-2/neu.

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Clinico-anatomic observation of autosomal-recessive renal cystic disease and congenital hepatic fibrosis at two fetuses from the same family was done. Mutation of His3124Tyr in 58 exon of PKHD1 gene in heterozygous state was found out. The same pathomorphological changes in the epithelium of cystic renal tubules and bile ducts of the liver were noted.

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The paper describes a case of hereditary thesaurismosis - galactosemia in neonate infant with mutation of GALT-gene (Q188R/N) and vascular malformation of the internal organs.

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