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).

• AXOLOTL: an accurate method for detecting aberrant gene expression in rare diseases using coexpression constraints.

  PMID 42083807 · PMC13198384 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  AXOLOTL is a novel ensemble outlier detection method that incorporates coexpression constraints to detect aberrant gene expression events in RNA expression matrices.

  gtex skin-derived skeletal ly111 bulk shap

• Intraspecies sequence-graph analysis of the Phytophthora theobromicola genome reveals a dynamic structure and variable effector repertoires.

  PMID 41140028 · PMC12774592 · G3 (Bethesda, Md.) · 2026 · 8 claims · 8 setups

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  Generated long-read genome assemblies for two P. theobromicola isolates (MB01960, P0449) and short-read assemblies for five additional isolates

  theobromicola additional cacao genomes long-read short-read rna-seq

• FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data.

  PMID 41264734 · PMC12866640 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  FracFixR reconstructs original fraction proportions by modeling the compositional relationship between whole and fractionated RNA samples using non-negative least squares (NNLS) regression on selected transcripts

  gm12878 mixtures reh long-read polysome synthetic

• Benchmarking of methods to analyse data derived from GBS-MeDIP.

  PMID 41555215 · PMC12829230 · BMC bioinformatics · 2026 · 7 claims · 4 setups

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  featureCounts is the most reliable tool for count matrix generation from GBS-MeDIP data, outperforming MEDIPS

  gbs-medip randomized simulated count distribution null

• Mapping human pre-rRNA processing and modification at single nucleotide resolution using long read nanopore sequencing.

  PMID 41916977 · PMC13201660 · Nature communications · 2026 · 8 claims · 8 setups

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  NanoRibolyzer, a nanopore-based long-read cDNA sequencing approach, enables ab initio identification and quantification of pre-rRNA precursors while simultaneously mapping RNA modifications

  hek293 long-read density-gradient dapi

• Diversity and evolution of a phase-variable multi-locus antigen in Neisseria gonorrhoeae.

  PMID 42113870 · PMC13183285 · PLoS pathogens · 2026 · 8 claims · 8 setups

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  Each N. gonorrhoeae genome has on average 7 distinct opa alleles at 9-12 opa loci

  gonorrhoeae complete opa non-gonorrhoeae long-read custom blast

• nf-core/circrna: a portable workflow for the quantification, miRNA target prediction and differential expression analysis of circular RNAs.

  PMID 36694127 · PMC9875403 · BMC bioinformatics · 2023 · 8 claims · 4 setups

  Has reproduction · 76

  Existing circRNA workflows are limited: none delineate circRNA-miRNA interactions and only one performs differential expression analysis, requiring users to supplement missing analysis types with in-house expertise

  paired-end rna-seq mature circrna read circrna mirna

• scPASU: A computational protocol for quantifying polyadenylation site usage and alternative polyadenylation from 3' scRNA-seq data.

  PMID 42085187 · PMC13157062 · STAR protocols · 2026 · 8 claims · 6 setups

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  scPASU is a Snakemake-based workflow that quantifies APA from standard 3′ scRNA-seq data without requiring specialized library preparation

  ureter processed scrna-seq read poly

• Acquisition and loss of CTX-M plasmids in Shigella species associated with MSM transmission in the UK.

  PMID 34427554 · PMC8549364 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  bla_CTX-M-27 is located on IncFII pKSR100-like plasmids, flanked by IS26 and IS903B

  sonnei same shigella assembled illumina oxford novo

• TARPON-A Telomere Analysis and Research Pipeline Optimized for Nanopore.

  PMID 41637390 · PMC12871981 · PLoS computational biology · 2026 · 7 claims · 6 setups

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  TARPON is the first complete, experimentally validated end-to-end pipeline for Nanopore-based telomere analysis requiring no data pre-processing or prior bioinformatics expertise.

  hg002 blood hek pod5 ont read capture

• isoSeQL: comparing long-read isoforms across multiple datasets.

  PMID 41452740 · PMC12790818 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  isoSeQL enables comparison of long-read isoform profiles across multiple datasets by consolidating SQANTI3-annotated samples into a unified SQLite database with consistent isoform IDs

  gencode simulated gm12878 peripheral intron simulated long-read

• Assessing Bos taurus introgression in the UOA Bos indicus assembly.

  PMID 34922445 · PMC8684283 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups

  Has reproduction · 86

  Aligning B. taurus samples to UOA_Brahman_1 detects up to 5 million more SNVs than aligning to ARS_UCD1.2, and aligning B. indicus samples to ARS_UCD1.2 detects 1.5 million more SNVs than aligning to UOA_Brahman_1, demonstrating reference-genome bias.

  cattle same per-breed merged whole-genome snv principal

• nf-rnaSeqCount: A Nextflow pipeline for obtaining raw read counts from RNA-seq data.

  PMID 35574063 · PMC9097006 · South African computer journal = Suid-Afrikaanse rekenaartydskrif · 2021 · 7 claims · 5 setups

  Has reproduction · 95

  nf-rnaSeqCount is a portable, reproducible Nextflow pipeline that maps RNA-seq reads to a reference genome and quantifies gene abundance for differential expression analysis

  black geo rna-seq rna-seq benchmarking quality

• KAGE: fast alignment-free graph-based genotyping of SNPs and short indels.

  PMID 36195962 · PMC9531401 · Genome biology · 2022 · 7 claims · 7 setups

  Has reproduction · 42

  KAGE combines population-based kmer count modeling with single-variant prior adjustment into an alignment-free genotyper that matches the accuracy of the best existing alignment-free genotypers while being an order of magnitude faster.

  small snps individual hg002 alignment-free kmer-based genotyping

• Hobbes: optimized gram-based methods for efficient read alignment.

  PMID 22199254 · PMC3315303 · Nucleic acids research · 2012 · 8 claims · 4 setups

  Has reproduction · 83

  Hobbes, a gram-based short-read mapper supporting Hamming and edit distance, is faster than all other read-mapping programs tested while maintaining high mapping quality.

  genome hg18 example reference read-mapping character-substitution algorithmic

• TEPEAK: A novel method for identifying and characterizing polymorphic transposable elements in non-model species populations.

  PMID 41494038 · PMC12788660 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  TEPEAK identifies and characterizes polymorphic TEs in populations without any prior TE sequence or loci information, using only a chromosome-level reference assembly.

  horse pooled sequences consensus whole-genome insertion hierarchical

• The genome sequence of Menetries' Clouded Yellow, Colias thisoa Ménétriès, 1832 (Lepidoptera: Pieridae).

  PMID 41716938 · PMC12914173 · Wellcome open research · 2026 · 8 claims · 7 setups

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  A chromosome-level, haplotype-resolved genome assembly was generated for Colias thisoa as part of Project Psyche

  colias pacbio assembled scaffolded pacbio hi-c k-mer

• StrainMake: reproducible hybrid metagenomics with MAG recovery and strain-level resolution.

  PMID 42097292 · PMC13188985 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  StrainMake is a Snakemake-based, Conda-managed workflow for de novo metagenomic analysis from short, long, or hybrid sequencing data.

  cami high-quality recovered gut metagenome metagenomic mag

• Trimmomatic: a decade of feature-rich, high-performance NGS read preprocessing.

  PMID 42178219 · PMC13242794 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  A high-performance multithreading architecture allows batches of read pairs to be processed independently by a pool of worker threads, scaling efficiently with available hardware.

  manihot same plant wall-clock output cross-tool

• The genome sequence of the soldier beetle, Malthodes minimus (Linnaeus, 1758) (Coleoptera: Cantharidae).

  PMID 41769330 · PMC12949377 · Wellcome open research · 2026 · 8 claims · 8 setups

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  The Malthodes minimus genome assembly has a total length of 583.60 Mb, with 97.75% scaffolded into 7 chromosomal pseudomolecules including X and Y sex chromosomes

  malthodes pacbio assembled alternate pacbio hi-c barcoding