Root causes:
Mitigation strategy:
Framework:
Quality control protocol:
Standardize immunization protocols (adjuvant type, booster intervals) .
Implement peptide-affinity purification to isolate target-specific IgGs .
Validate each batch with a standardized panel of positive/negative controls (Fig. 1) :
Positive: Recombinant antigen, transfected cell lines
Negative: Knockout cell lysates, pre-immune serum
Factors:
Optimization: