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).

• Retentive Network promotes efficient RNA language modeling of long sequences.

  PMID 41814064 · PMC13111708 · Communications biology · 2026 · 8 claims · 6 setups

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  RNAret, a RetNet-based RNA language model with O(n) complexity, achieves training parallelism and low computational overhead while processing long RNA sequences

  million rnacentral mirtarraw rnastralign self-supervised t-sne mirna-mrna

• Tractor workflow: a scalable Nextflow framework for local ancestry-aware genome-wide association studies.

  PMID 41838407 · PMC13197121 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 6 setups

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  Developed a scalable Nextflow workflow that automates phasing, local ancestry inference (LAI), and Tractor GWAS into a reproducible end-to-end pipeline

  biobank phased two-way simulated haplotype local gwas

• Evaluating deep learning based structure prediction methods on antibody-antigen complexes.

  PMID 41863324 · PMC13061134 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  Increased sampling improves the chance of generating a correct antibody-antigen model in a roughly log-linear manner with sample size

  alphafold2.3 alphafold3 boltz-1 chai-1 complex structural

• Out-of-frame CBX3::ALK fusion drives ALK activation and therapy response.

  PMID 41887222 · PMC13130619 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A CBX3::ALK out-of-frame fusion was identified in a patient with metastatic melanoma

  metastatic cutaneous tumor hek293t targeted immunohistochemistry fluorescence

• 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

• PolyGenie: a reproducible Nextflow pipeline for phenome-wide association studies using polygenic risk scores.

  PMID 42272542 · PMC13247587 · NAR genomics and bioinformatics · 2026 · 7 claims · 6 setups

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  PolyGenie is an open-source Nextflow pipeline that takes precomputed PRS and phenotype data as input and performs scalable PheWAS analysis across binary and continuous outcomes

  gcat phewas genome-wide genotype

• TOFU-MAaPO: fast, scalable and reproducible analysis of large metagenome sequence data from the Sequence Read Archive.

  PMID 42277027 · PMC13260335 · Nature communications · 2026 · 8 claims · 5 setups

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  TOFU-MAaPO yields significantly more high-quality MAGs than metaFun, nf-core/mag, and ATLAS due to integration of multiple complementary binning tools with unified MAGScoT refinement

  gut same uniquely metagenome quality assembly-free

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

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  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• Colorectal microenvironment determines the prognosis of colorectal cancer.

  PMID 41495419 · PMC12868731 · Experimental & molecular medicine · 2026 · 8 claims · 7 setups

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  The colorectal microenvironment (classified via NBT gene expression as tumor-supportive vs healthy) can serve as a prognostic biomarker predicting cancer invasiveness and recurrence

  paired nbt slide bulk bulk 16s single-cell

• Identification of novel DNA sequence motifs that modulate transcription in T cells.

  PMID 41514212 · PMC12879379 · BMC genomics · 2026 · 8 claims · 8 setups

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  Identified 2,036 novel DNA motifs enriched in regulatory regions of T-cell-specific genes

  t-cell non-t-cell cd4+ sequences rna-seq dnase-seq h3k27ac

• Early feature extraction drives model performance in high-resolution chromatin accessibility prediction.

  PMID 41526189 · PMC12951969 · Genome research · 2026 · 8 claims · 6 setups

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  Early feature extraction (via ConvNeXt V2 blocks), rather than downstream architecture type, is the primary determinant of prediction accuracy in high-resolution chromatin accessibility prediction.

  lines cancer sets gm12878 atac-seq peak input-shift

• Integrated multi-omic atlas reveals the hierarchy of spatiotemporal regulatory networks of mouse gastrulation.

  PMID 41526381 · PMC12902073 · Nature communications · 2026 · 8 claims · 8 setups

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  BioCRE, a novel bi-orientation regression algorithm, more accurately links genes to candidate cis-regulatory elements (CREs) than existing tools Signac and ArchR

  gastrulating gastrula gold-standard embryo single-cell computational promoter

• ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs.

  PMID 16845048 · PMC1538778 · Nucleic acids research · 2006 · 6 claims · 4 setups

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  ProMiR II improves on the original ProMiR by integrating free energy, G/C ratio, conservation score and entropy for more controllable miRNA prediction

  genome cytomegalovirus six probabilistic 5-fold directional

• pTARGET: a web server for predicting protein subcellular localization.

  PMID 16844995 · PMC1538910 · Nucleic acids research · 2006 · 7 claims · 3 setups

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  pTARGET web server predicts nine distinct subcellular localizations in eukaryotic non-plant proteins using an algorithm based on location-specific Pfam domain occurrence patterns and amino acid composition (AAC)

  eukaryotic complete pfam amino subcellular

• pSTIING: a 'systems' approach towards integrating signalling pathways, interaction and transcriptional regulatory networks in inflammation and cancer.

  PMID 16381926 · PMC1347407 · Nucleic acids research · 2006 · 8 claims · 3 setups

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  pSTIING is a publicly accessible web-based knowledgebase integrating protein-protein, protein-lipid, protein-small molecule interactions, transcriptional regulatory associations, ligand-receptor-cell type information, and signal transduction modules, with a focus on inflammation, cell migration and cancer.

  model gene molecular sequence clustering literature

• iMapper: a web application for the automated analysis and mapping of insertional mutagenesis sequence data against Ensembl genomes.

  PMID 18974167 · PMC2639305 · Bioinformatics (Oxford, England) · 2008 · 6 claims · 3 setups

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  iMapper is a web application for automated analysis and mapping of insertional mutagenesis sequence data against vertebrate and invertebrate Ensembl genomes (human, mouse, rat, zebrafish, Drosophila, S. cerevisiae).

  piggybac splinkerette-pcr-derived sequence splinkerette genome throughput

• High-density single nucleotide polymorphism genome-wide linkage scan for susceptibility genes for diabetic nephropathy in type 1 diabetes: discordant sibpair approach.

  PMID 18559660 · PMC2518505 · Diabetes · 2008 · 8 claims · 3 setups

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  Primary linkage finding for diabetic nephropathy is on chromosome 19q

  sibpairs genotype patients genome-wide statistical urinary

• Loss of CD4(+) T cell-intrinsic arginase 1 accelerates Th1 response kinetics and reduces lung pathology during influenza infection.

  PMID 37572656 · PMC10576612 · Immunity · 2023 · 8 claims · 8 setups

  Has reproduction · 68

  Arg1 is highly and specifically induced in lung CD4+ T cells during in vivo influenza infection

  flow-sort-purified lung cd4+ congenically rna-seq flow expression

• Spider: a flexible and unified framework for simulating spatial transcriptomics data.

  PMID 41237053 · PMC12790819 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  Spider simulates ST data without requiring real ST data as a reference

  simulated hypothalamus dorsolateral spatial clustering cell-cell