Cell Reports (Mar 2024)

Frequency-potency analysis of IgG+ memory B cells delineates neutralizing antibody responses at single-cell resolution

  • Michelle K. Tenggara,
  • Seo-Ho Oh,
  • Catherine Yang,
  • Hardik K. Nariya,
  • Amanda M. Metz,
  • Amit A. Upadhyay,
  • Dedeepya R. Gudipati,
  • Lizheng Guo,
  • Emily G. McGhee,
  • Kiran Gill,
  • Elise G. Viox,
  • Rosemarie D. Mason,
  • Nicole A. Doria-Rose,
  • Kathryn E. Foulds,
  • John R. Mascola,
  • Yuhong Du,
  • Haian Fu,
  • John D. Altman,
  • Qi Yan,
  • Zizhang Sheng,
  • Steven E. Bosinger,
  • Rui Kong

Journal volume & issue
Vol. 43, no. 3
p. 113948

Abstract

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Summary: Identifying individual functional B cell receptors (BCRs) is common, but two-dimensional analysis of B cell frequency versus BCR potency would delineate both quantity and quality of antigen-specific memory B cells. We efficiently determine quantitative BCR neutralizing activities using a single-cell-derived antibody supernatant analysis (SCAN) workflow and develop a frequency-potency algorithm to estimate B cell frequencies at various neutralizing activity or binding affinity cutoffs. In an HIV-1 fusion peptide (FP) immunization study, frequency-potency curves elucidate the quantity and quality of FP-specific immunoglobulin G (IgG)+ memory B cells for different animals, time points, and antibody lineages at single-cell resolution. The BCR neutralizing activities are mainly determined by their affinities to soluble envelope trimer. Frequency analysis definitively demonstrates dominant neutralizing antibody lineages. These findings establish SCAN and frequency-potency analyses as promising approaches for general B cell analysis and monoclonal antibody (mAb) discovery. They also provide specific rationales for HIV-1 FP-directed vaccine optimization.

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