~/talk

Multiple Sequence Alignment for Predicting Antigen-Antibody Interactions

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MAFFT gains a codon-based alignment option and a multi-step workflow that preserves novel insertions so millions of SARS-CoV-2 genomes can be aligned efficiently; four MSA products are now distributed. AlphaFold-Multimer is evaluated and fails often for antigen–antibody complexes (about half success on RBD subset, only 3 of 25 on a broader set). A prototype InterClone clustering groups antibodies by CDRs; CDR identity partially separates binders but needs more paired epitope data to train models.

AI-written summary · about

  1. 0:00Start
  2. 3:45Existing option is easy and fast
  3. 9:18Problematic codon-based alignment
  4. 11:04G142D and A143-145 in Omicron?
  5. 19:51Antigen MSA and antibody MSA
  6. 23:17Trying to Distinguish binders/non binders
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