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Published June 28, 2021 | Version v1
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SARS-CoV-2 mRNA vaccines induce persistent human germinal centre responses

  • 1. Washington University in St. Louis

Description

These are the processed BCR repertoire bulk sequencing data described in Turner & O'Halloran et al., Nature, 2021. The corresponding raw sequencing reads are available on SRA under BioProject PRJNA731610.

 

Metadata file: WU368_turner_et_al_nature_2021_meta.tsv

Abbreviations:

  • LN = lymph node
  • PB = plasmablast
  • GC = germinal centre
  • mAb = monoclonal antibody

 

BCR data file: WU368_turner_et_al_nature_2021_bcr.tsv.gz

In addition to the processed bulk sequences, also included are the heavy chains of 37 mAbs that had been validated to be spike-binding and that were used together with the bulk sequences for clonal lineage inference. The mAbs are annotated as "mab" in the "seq_type" column.

 

BCR data column descriptions

The columns largely follow the AIRR-C Rearrangement format. The main deviation is that CDR3s are used, as opposed to IMGT-defined "junctions". Non-standard columns are noted below.

  • v_call_genotyped: V gene annotation reassigned after individualized genotyping by TIgGER
  • germline_[vdj]_call: clonal consensus germline sequence reconstructed via `CreateGermlines.py --cloned` using Change-O
  • isotype: IGH[ADEGM]
  • cdr3: CDR3 nucleotide sequence
  • cdr3_length: CDR3 nucleotide sequence length
  • cdr3_aa: CDR3 amino acid sequence
  • collapse_count: number of duplicate IMGT-aligned V(D)J sequences that were collapsed by `alakazam::collapseDuplicates`
  • donor: vaccinee
  • sample: sample ID (arbitrary)
  • timepoint: time point at which sample was collected
  • tissue: tissue from which sample was collected
  • sorting: FACS sorting
  • seq_type: sequence type (mAb or bulk)
  • nuc_RS_19_312: number of replacement and silent mutations between IMGT-numbered nucleotide positions 19-312 along IGHV sequences, calculated by `shazam::calcObservedMutations`
  • nuc_denom_19_312: number of informative nucleotide positions for counting mutations, excluding non-A/T/G/C positions (such as "N", "-", ".")
  • nuc_RS_freq_19_312: nucleotide-level mutation frequency (= nuc_RS_19_312 / nuc_denom_19_312)

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Additional details

Related works

Is derived from
Dataset: PRJNA731610 (bioproject)
Is supplement to
Journal article: 10.1038/s41586-021-03738-2 (DOI)