Cell cycle-coupled transcriptional network orchestrates human B cell fate bifurcation

Nicholas A. Pease(University of Pittsburgh), Jing‐Yu Fan(University of Pittsburgh), Swapnil Keshari(University of Pittsburgh), Jo Anne Stratton(University of Pittsburgh), Peter Gerges(University of Pittsburgh), Betsy Ann Varghese(UPMC Hillman Cancer Center), Narayanan Nampoothiri VP(UPMC Hillman Cancer Center), Christopher S. McGinnis(Parker Institute for Cancer Immunotherapy), Wenxi Zhang(Parker Institute for Cancer Immunotherapy), Steven B Gierlack(University of Pittsburgh), T. Raja Swaminathan(University of Pittsburgh), Akanksha Sachan(University of Pittsburgh), Godhev Manakkat Vijay(University of Pittsburgh), Luis Mena Hernandez(University of Pittsburgh), Zarifeh Heidari Rarani(University of Pittsburgh), Camila Macedo(University of Pittsburgh), Diana Metes(University of Pittsburgh), Ansuman T. Satpathy(Parker Institute for Cancer Immunotherapy), Abhinav K. Jain(The University of Texas MD Anderson Cancer Center), Nidhi Sahni(The University of Texas MD Anderson Cancer Center), Wayne Stallaert(UPMC Hillman Cancer Center), Jishnu Das(University of Pittsburgh), Harinder Singh(University of Pittsburgh)
bioRxiv (Cold Spring Harbor Laboratory)
April 24, 2025
Cited by 1Open Access
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Abstract

SUMMARY Antibody responses are determined by activated B cells bifurcating into plasmablasts (PBs) and germinal center B cells (GCBCs). Gene regulatory networks (GRNs) underlying human B cell fate choice remain uncharted. Temporally resolved single-cell multi-omics, computational modeling and CRISPR-based perturbations were used to assemble, simulate and test high-resolution GRNs underlying PB and GC fates. The results converged with orthogonal predictions of transcription factor (TF) action at single-nucleotide resolution, revealing dominant and reciprocal actions of IRF4 and its binding partners at simple and composite IRF motifs. Single-cell perturbation analysis of these TFs demonstrated multiple reciprocal negative feedback loops controlling the bifurcation. Additionally, IRF4 and BLIMP1, co-repressed the cell cycle regulators MYC and CCND2 . G0/G1 lengthening accelerated the switching of cells to an IRF4 hi BLIMP1 hi regulatory state and enhanced the probability of PB specification, thereby uncovering a self-reinforcing regulatory module that couples cell cycle dynamics to B cell fate choice.


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