Nucleic Acids ResearchBioinformaticsPeer-reviewed journal article
OpenAntigens: a structure-aware database for antigen construct design across the human cell-surface and secreted proteome
Andre A. R. TeixeiraiD, Haisun ZhuiD, Deepash KothiwaliD, Ruili Cao, Allan A. MillsiD
Abstract
Choosing which region of a protein to express remains poorly standardized in antibody discovery, recombinant reagent generation, structural biology and computational binder design. For human cell-surface and secreted proteins, this requires reconciling topology, processing, predicted and experimental structure, modifications, interaction partners, orthologs, paralogs and cross-reactivity risk before ordering DNA. OpenAntigens is a free, no-login database of construct-design reports for 5328 human secreted, GPI-anchored, single-pass and multipass proteins. It integrates UniProt topology, AlphaFold pLDDT and PAE, PDB precedent, InterPro and Pfam domains, mouse and cynomolgus orthologs, paralog and family context, Open Targets disease associations, partner and assembly context, and BLAST searches. It provides 55 305 construct suggestions spanning full design regions, PDB-backed boundaries, annotated domains, pLDDT/PAE-derived regions and membrane-expression options, plus 148 722 sequence-similarity hits to help choose constructs and assess cross-reactivity. For targets with compatible AlphaFold models, the interactive designer links sequence, structure, pLDDT and PAE, allowing users to revise boundaries and export species-equivalent sequences with real-time cysteine and modification warnings. OpenAntigens places reproducible construct suggestions, comparative context and browser editing in one workflow, reducing manual reconciliation across resources. OpenAntigens is available at openantigens.org.
- organism: human
- organism: mouse
- organism: non-human primate
- assay: protein structure
- assay: protein sequence
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
In-depth summary
Claude Sonnet 4.6 · xhigh effort · 7 Nov 2026 · from the full text of version 2 (18 Sept 2026) · CC BY 4.0
A static web database proposes 55 305 construct suggestions for 5328 human secreted and cell-surface proteins, using AlphaFold pLDDT and PAE, with ortholog, paralog and BLAST cross-reactivity context.
Choosing which region of a human surface or secreted protein to express means reconciling UniProt, AlphaFold DB, PDB, domain, ortholog and paralog resources, and none is organized around that question. The paper describes surfaceome and secretome resources as stopping at annotation, and earlier domain-selection tools as predating AlphaFold confidence metrics.
Key results
ShownThe 2026-07-23 release covers 5328 human targets and generates 55 305 construct suggestions, which are hypotheses rather than expression-success predictions.
5328 targets retained from 6364 Swiss-Prot candidates (1036 excluded). Topology buckets: 1959 multipass, 1725 secreted, 1507 single-pass, 137 GPI-anchored. All 5328 reports built with no error records. · Target universe and release snapshot; Construct recommendation workflow; Release build and target processing; Figure legends
ShownEvidence coverage is high for predicted structure, disease link and cross-reactivity screens, and lower for family context and experimental structures.
Of 5328 targets: AlphaFold models for 5107, disease link for 5189, cross-reactivity screen for 5167, family context for 4113, experimental PDB structure for 2114. Local BLAST gave 148 722 similarity hits across 5167 targets. · Homology, paralog and cross-reactivity context; Topology, structure and domain processing; Figure legends
SuggestedOn CD45 (PTPRC), the lenient pLDDT setting trims the low-confidence N-terminal segment, and PAE-based strict splitting yields three domain-sized constructs, two matching annotated fibronectin type-III domains.
Ectodomain 26-577; lenient construct 224-577; strict constructs 226-389, 390-481, 482-577. Strict constructs 2 and 3 align with UniProt FN3 domains 391-483 and 484-576. A cut needs mean inter-block PAE of at least 12 and at least 4 above intra-block PAE. · Construct recommendation workflow; Construct generation and annotation; Figure legends
ShownMouse and cynomolgus monkey equivalents of each human design region are mapped for most targets, with identity and coverage reported for each construct.
HCOP-based ortholog sequences resolved for mouse in 5004 of 5328 targets and for cynomolgus monkey in 4593; human design regions projected by global alignment. Coverage counts only; mapping accuracy is not benchmarked. · Homology, paralog and cross-reactivity context; Ortholog, paralog and cross-reactivity analysis
SuggestedSwapping the predictor changes the CD45 constructs under the same default thresholds, so pLDDT and PAE cutoffs would need recalibration for any new structure predictor.
ESMFold2 gave mean pLDDT 66.7 versus 34.4 for AlphaFold in the UniProt-disordered N-terminal region, so the lenient setting kept it. Lower PAE between the two C-terminal regions stopped the strict setting from separating them. One protein, one prediction per method. · Discussion; CD45 comparison with ESMFold2; Figure legends
Methods, data and reproducibility
A pipeline infers a design region per target from UniProt topology, then generates full-region, PDB-backed, domain-based and AlphaFold pLDDT/PAE-derived constructs. It adds ortholog, paralog and BLAST context and renders static reports with an in-browser designer.
- Reviewed human Swiss-Prot proteins with cell-membrane or secreted keywords (immunoglobulin and T-cell-receptor loci removed); 5328 retained as targets · human · n = 6364 candidates; 5328 retained
- AlphaFold DB structures and PAE matrices compatible with canonical sequences · human · n = 5107 of 5328 targets
- Experimental PDB structure evidence mapped to UniProt coordinates · human · n = 2114 targets
- Ortholog reference sequences from HCOP (mouse taxon 10090; cynomolgus monkey taxon 9541) · mouse; cynomolgus monkey (Macaca fascicularis) · n = mouse 5004, cynomolgus 4593 of 5328 targets
- Local BLAST similarity hits against human, mouse and cynomolgus protein sets · human, mouse, cynomolgus monkey · n = 148 722 hits across 5167 targets
- Frozen archive of the 2026-07-23 release · human · n = 5328 reports · 10.5281/zenodo.21628751
- Methods & tools
- UniProt, AlphaFold DB, RCSB PDB, InterPro, Pfam, HGNC, GPCRdb, Open Targets, BLAST, FreeSASA, 3Dmol.js, ESMFold2
- Data & accessions
- https://doi.org/10.5281/zenodo.21628751http://openantigens.org/
- Software & environment
- Software version 0.1.0 for the 2026-07-23 release; code under Apache License 2.0; repository includes pipeline, portal renderer, release scripts and tests.
- Reproducibility gaps
- Supplementary Methods are cited but not in the supplied text; API and MCP interface are only planned.
Limitations (6)
- Predicted structures and pLDDT/PAE do not guarantee expression, folding, stability, secretion or binder compatibility. Cuts are not constrained to loops by secondary structure, so termini need manual inspection. · stated by the authors
- 221 of 5328 reports lack a compatible AlphaFold DB structure and omit structure-dependent calculations; only canonical UniProt sequences are analyzed, so isoform-specific topology may be missed. · stated by the authors
- Automated obligatory-partner warnings cover only 26 reports (integrin chains); no multi-chain construct design, and homo-oligomeric assemblies are not modelled. Multipass proteins and complexes remain difficult. · stated by the authors
- BLAST similarity gives cross-reactivity context but is not an antibody-binding assay; upstream gaps in topology, PTM, partner and ortholog annotations affect completeness. · stated by the authors
- No expression, purification or binding experiments are reported for the suggested constructs; usefulness of the 55 305 suggestions is untested here. · noted in this summary
- The pLDDT/PAE boundary logic is illustrated mainly on CD45 and checked against UniProt FN3 domains for that protein only; there is no systematic benchmark against curated domain boundaries. · noted in this summary
Read this if you need to pick extracellular or mature-chain constructs for human surface or secreted targets and want ortholog, paralog and cross-reactivity context in one place.
- Citations
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- FWCI
- 0.00
- Field percentile
- 49th percentile
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