Cellular deconvolution algorithms virtually reconstruct tissue composition by analyzing the gene expression of complex tissues. We present the decision tree machine learning algorithm, Kassandra, trained on a broad collection of >9,400 tissue and blood sorted cell RNA profiles incorporated into millions of artificial transcriptomes to accurately reconstruct the tumor microenvironment (TME). Bioinformatics correction for technical and biological variability, aberrant cancer cell expression inclusion, and accurate quantification and normalization of transcript expression increased Kassandra stability and robustness.
View Article and Find Full Text PDFAnaerobic nonclostridial infection of pelvis are analysed in 89 patients that were on treatment in the department of festering surgery in 1999-2012 years. Clinical classification of disease is offered and it is applied in practice for dividing of research array into clinically-morphological groups with the aim of the differentiated going near a surgical treatment.
View Article and Find Full Text PDFThe results of surgical treatment of 232 injured persons, suffering closed abdominal trauma, were analyzed. In 117 injured persons a standard surgical tactic was applied, and in 115--the improved one the treatment-diagnostic tactic, what have had permitted to reduce the complications occurrence rate from 62.4 to 54.
View Article and Find Full Text PDFTargeted therapies that suppress B cell receptor (BCR) signaling have emerged as promising agents in autoimmune disease and B cell malignancies. Bruton's tyrosine kinase (Btk) plays a crucial role in B cell development and activation through the BCR signaling pathway and represents a new target for diseases characterized by inappropriate B cell activity. N-(3-(5-fluoro-2-(4-(2-methoxyethoxy)phenylamino)pyrimidin-4-ylamino)phenyl)acrylamide (CC-292) is a highly selective, covalent Btk inhibitor and a sensitive and quantitative assay that measures CC-292-Btk engagement has been developed.
View Article and Find Full Text PDFOur group previously demonstrated a strong association between elevated plasma soluble CD13 enzyme activity and newly diagnosed extensive chronic GVHD (cGVHD) in children. As cytotoxic anti-CD13 Abs have been documented after blood and marrow transplant (BMT) in association with CMV infection and cGVHD, we hypothesized that soluble CD13 contributes to cGVHD pathogenesis by induction of CD13 reactive Abs and that anti-CD13 Abs could be additional biomarkers for newly diagnosed pediatric extensive cGVHD. Using prospectively collected plasma samples from pediatric allogeneic BMT (allo-BMT) subjects with cGVHD and controls without cGVHD enrolled in a large multi-institution Children's Oncology Group cGVHD therapeutic trial, we evaluated whether soluble CD13 correlates with induction of anti-CD13 Abs.
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