AIMC Topic: Isoantigens

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Comprehensive analysis and experimental validation of BST1 as a novel diagnostic biomarker for pediatric sepsis using multiple machine learning algorithms.

European journal of pediatrics Jun 25, 2025
Bone marrow stromal cell antigen-1 (BST1) expression is elevated in a variety of human diseases, but its relationship with pediatric sepsis is unclear. This study aimed to investigate the expression of BST1 in pediatric sepsis patients and its value ...
Humans Machine Learning Algorithms Biomarkers Female Male Infant Sepsis Adolescent Child, Preschool Child ROC Curve Enzyme-Linked Immunosorbent Assay Antigens, CD GPI-Linked Proteins Receptors, Cell Surface Isoantigens ADP-ribosyl Cyclase
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Patterns of 1,748 Unique Human Alloimmune Responses Seen by Simple Machine Learning Algorithms.

Frontiers in immunology Jul 28, 2020
Allele specific antibody response against the polymorphic system of HLA is the allogeneic response marker determining the immunological risk for graft acceptance before and after organ transplantation and therefore routinely studied during the patien...
Humans Machine Learning Kidney Transplantation Female Adult Male Middle Aged Graft Survival Treatment Outcome Cluster Analysis Immunosuppressive Agents Principal Component Analysis Graft Rejection Flow Cytometry HLA Antigens Pattern Recognition, Automated Isoantibodies Histocompatibility Histocompatibility Testing Isoantigens
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