Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Integrated reiterative pipeline for rapid epitope-based pan-alphavirus vaccines.

  PMID 41811958 · PMC12978219 · Science advances · 2026 · 6 claims · 7 setups

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  An integrated pipeline combining ML-based epitope prediction (netMHCpan, EpiDope, BepiPred), TCRpMHC structural modeling/docking, and JessEV vaccine design can prioritize viral peptides by immunogenicity, allele coverage, solubility, and stability.

  preexposed alphaviral peptide-hla modeled peptide epitope structural

• SVNeoPP: A Workflow for Structural-Variant-Derived Neoantigen Prediction and Prioritization Using Multi-Omics Data.

  PMID 41892252 · PMC13024079 · Biology · 2026 · 8 claims · 7 setups

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  SVNeoPP is an end-to-end Snakemake workflow that takes WGS and RNA-seq as input to call/annotate SVs, reconstruct altered transcripts and coding sequences in an isoform-aware, traceable manner, and generate candidate peptides.

  tumor hcc sv-derived candidate whole-genome rna-seq peptide

• Flanking p10 contribution and sequence bias in matrix based epitope prediction: revisiting the assumption of independent binding pockets.

  PMID 18925947 · PMC2600787 · BMC structural biology · 2008 · 8 claims · 3 setups

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  The extended matrix PP10 (built from a proline-containing peptide library) shows significant improvement in binding prediction over the original nine-residue matrix P9

  recombinant peptides awcsdealplgsprcd peptide-mhc quantitative x-ray

• NeoPrecis: enhancing immunotherapy response prediction through integration of qualified immunogenicity and clonality-aware neoantigen landscapes.

  PMID 41577704 · PMC12932759 · Nature communications · 2026 · 8 claims · 8 setups

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  NeoPrecis-Immuno, a T-cell recognition model incorporating MHC-binding motif enrichment into a cross-reactivity-distance framework, improves neoantigen immunogenicity prediction.

  tcr-pmhc cedar cedar-derived nci cross-reactive t-cell immunogenicity

• T cell receptor usage and fine specificity of human immunodeficiency virus 1-specific cytotoxic T lymphocyte clones: analysis of quasispecies recognition reveals a dominant response directed against a minor in vivo variant.

  PMID 8666925 · PMC2192525 · The Journal of experimental medicine · 1996 · 8 claims · 6 setups

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  Despite heterogeneous TCR usage among clones from different HLA-B14 subjects, the fine specificity for the gp41/584-592 epitope and its variants is strikingly similar.

  gp41 hiv-1 pbmc freshly 51cr-release tcr-α limiting

• Identification and characterization of HLA-A*0301 epitopes in HIV-1 gag proteins using a novel approach.

  PMID 19903485 · PMC2836169 · Journal of immunological methods · 2010 · 7 claims · 7 setups

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  PS mutations V7I and I34L (p17) and K403R (p7) in HIV-1 gag significantly correlate with HLA-A*0301

  hiv-1-infected genomic hiv-1 hla-a*0301 statistical pcr gag

• A gene encoding antigenic peptides of human squamous cell carcinoma recognized by cytotoxic T lymphocytes.

  PMID 9449708 · PMC2212124 · The Journal of experimental medicine · 1998 · 8 claims · 8 setups

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  A gene, SART-1, encoding antigenic peptides recognized by HLA-A2601-restricted CTLs was identified from human squamous cell carcinoma cells.

  ke4 normal pbmcs va13 expression northern western

• Repurposing public sarcoma multi-omics for neoantigen discovery.

  PMID 42012689 · PMC13100081 · Cancer immunology, immunotherapy : CII · 2026 · 8 claims · 7 setups

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  Reanalysis of legacy CKS multi-omic data shows that standard genome-wide metrics frequently underestimate the true immunogenic potential of these tumors.

  paired cks peptides whole-exome rna-seq hla

• PD-1 and TIGIT coexpression identifies a circulating CD8 T cell subset predictive of response to anti-PD-1 therapy.

  PMID 33188038 · PMC7668369 · Journal for immunotherapy of cancer · 2020 · 7 claims · 6 setups

  Has reproduction · 75

  The frequency of circulating PD-1+TIGIT+ (DPOS) CD8+ T cells after 1 month of anti-PD-1 therapy is associated with clinical response and overall survival

  pbmcs sorted expanded cancer multiparameter receptor targeted

• Candidate vaccine sequences to represent intra- and inter-clade HIV-1 variation.

  PMID 19812689 · PMC2753653 · PloS one · 2009 · 7 claims · 5 setups

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  Natural CTL immunodominance toward variable proteome regions increases epitope mismatch with challenge strains and recapitulates the escape-driven CTL failure seen in natural infection, contributing to HIV vaccine failure

  hiv-1 polyclonally shannon cross-clade ctl