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).

• Cross-modality representation and multi-sample integration of spatially resolved omics data.

  PMID 42114120 · PMC13160428 · Briefings in bioinformatics · 2026 · 7 claims · 4 setups

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  PRESENT is a contrastive learning-based integrative framework for cross-modality representation of spatial multi-omics data using omics-specific encoders (GAT + BNN) and distribution-aware decoders (ZINB for RNA, ZIP for ATAC)

  across spatial spatially multi-sample

• GAMMI: graph-guided contrastive and adversarial integration of single-cell and spatial multi-omics data.

  PMID 42108634 · PMC13158126 · Briefings in bioinformatics · 2026 · 6 claims · 5 setups

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  GAMMI consistently outperforms state-of-the-art integration methods (GLUE, Harmony, MIDAS, scMoMaT) in biological conservation and batch correction across five mosaic single-cell multi-omics benchmarks

  pbmc postmortem gse138852 gammi-derived multi-omics scrna-seq differential

• Integrating single-cell and single-nucleus datasets improves bulk RNA-seq deconvolution.

  PMID 41895263 · PMC13106970 · Cell reports methods · 2026 · 8 claims · 5 setups

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  scRNA-seq references yield significantly higher Pearson correlation and lower RMSE than snRNA-seq references for deconvolution across all four tissue datasets

  adipose same fat-cell real pseudobulk single-cell synthetic

• Nanopore long-read-only genome assembly of clinical Enterobacterales isolates is complete and accurate.

  PMID 41758556 · PMC12948150 · Microbial genomics · 2026 · 8 claims · 8 setups

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  Autocycler (consensus long-read-only assembler) circularised the most chromosomes, 95% (87/92), significantly more than Unicycler, Unicycler bold, Flye and Hybracter (hybrid)

  clinical enterobacterales assembled assembler-polisher nanopore illumina comparative

• Determining the quality and complexity of next-generation sequencing data without a reference genome.

  PMID 25514851 · PMC4298064 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  kPAL, an open-source alignment-free package, assesses sequencing data quality and complexity using k-mer frequency profiles and pairwise distances between them, without a reference sequence.

  rna-seq genome wgs exome k-mer rna-seq read