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๐Ÿ“Š TCRbase Repertoire & Single-Cell Response

Paired ฮฑฮฒ & ฮณฮด
๐Ÿ“ฆ Zenodo Data โ†— ๐Ÿ  Portal Home
Expressed Rearranged TCRs across Viral Infections, Cancer TILs & Single-Cell Phenotypes โ€ข Native Rust PaCMAP
โšก Client WASM: Active (In-Browser)
๐Ÿ  Portal Home Active Portal: Switch to TCR Germlines โ†—
3,200TCR Single Cells
10Immune Responses
9T-Cell Phenotypes
Pairedฮฑฮฒ Clonotypes
๐Ÿ”ฌ TCR Paired Single-Cell Inspector
Click on any point on the TCR response manifold to inspect its paired ฮฑฮฒ chains, cell barcode, functional T-cell phenotype, and clonal expansion dynamics.
CURATED SINGLE-CELL RESPONSE PRESETS:
๐ŸŸข NY-ESO-1 1G4 (Melanoma TIL โ€ข Tex)
๐Ÿ”ต Flu A M1 (GILGFVFTL โ€ข Memory)
๐ŸŸฃ CMV pp65 (NLVPMVATV โ€ข Tem)
๐ŸŸ  SARS-CoV-2 (Spike 269 โ€ข Activated)
๐ŸŸก Murine OT-I (OVA SIINFEKL โ€ข CTL)
๐ŸŸค Human MAIT (TRAV1-2 Invariant)
๐Ÿ”ด Bovine WC1+ (Somatic ฮณฮด TCR)
Barcode: - Response: - Phenotype: - Expansion: -
Antigen Epitope: -
MHC Restriction: -
Species / Organism: -
Primary Chain (TRB / TRD) โ—
V-Gene: -
J-Gene: -
CDR3 Loop: -
Len: - โ€ข Charge: - โ€ข Hyd: -
Paired Chain (TRA / TRG) โ—
V-Gene: -
J-Gene: -
CDR3 Loop: -
Len: - โ€ข Charge: - โ€ข Hyd: -
โ„น๏ธ Single-cell clonotypes are placed via PaCMAP from hypervariable CDR3 sequence chemistry, V/J usage, and functional expansion profiles.
๐Ÿ“Š TCRbase Performance Benchmark: Client WASM vs. Server Native Rust
Throughput and latency comparisons executing TCR sequence alignment and PaCMAP clustering across single-threaded in-browser WebAssembly and Apple M4 Pro native multi-threaded Rust.
โ„น๏ธ
Release Note: Benchmark disabled in the WASM only version. When running the web portals solely in a browser without the local native Rust daemon, live server benchmarking is disabled. Canonical benchmark metrics measured on an Apple M4 Pro (16-Core Rayon SIMD vs. Client WASM) are displayed below and documented in Manuscript Appendix Figure App 11.
โšก Client WebAssembly
~18.5 seq/s
Avg Latency: ~54.0 ms
100% In-Browser โ€ข Zero Network Traffic
๐Ÿš€ Server Native Rust
8,989 queries/s
Avg Latency: 0.11 ms (111 ยตs)
Apple M4 Pro โ€ข 16-Core Rayon Parallelism
๐Ÿ”ฅ Native Speedup
485x FASTER
Sub-millisecond high-throughput screening
18.9M pairwise germline comps/sec