The invention discloses an atlas
inference analysis
system for
cell antigen treatment defects, relates to the technical field of knowledge atlas
inference, and is used for solving the problem of slow explaining and positioning of defect presentation. According to the method, a detection likelihood set is constructed by fusing HLA
typing,
somatic cell variation,
transcriptional expression, immunopeptidomics and surface HLA detection, direct presentation and
cross presentation sub-graphs are assembled by adopting a mode gating and loading complex integrity rule, a reachable path and observation consistency matrix is generated, structural contradictions and detection limitations are distinguished, and a detection result is obtained. According to constraint propagation, node
cutting and link shrinkage are performed to form an individualized map, defect nodes and defect paths are searched and output based on a minimum interpretation path and a cause and effect graph cost, and a
verification and intervention
list and
clinical decision support output are generated, so that unnecessary detection and intervention attempts are reduced, and the detection efficiency is improved. And the timeliness and consistency of
case analysis and
strategy making are improved.