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).

• MZPAQ: a FASTQ data compression tool.

  PMID 31171931 · PMC6547476 · Source code for biology and medicine · 2019 · 7 claims · 3 setups

  Has reproduction · 58

  MZPAQ, a hybrid of MFCompress and ZPAQ, outperforms state-of-the-art and general-purpose compression tools on all benchmark datasets in terms of compression ratio

  fastq same compression overall

• Cleanifier: contamination removal from microbial sequences using spaced seeds of a human pangenome index.

  PMID 41252442 · PMC12758600 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

  Full-text index only

  Cleanifier is a fast, memory-frugal alignment-free tool for detecting and removing human contamination using gapped k-mers (spaced seeds) and a human pangenome index.

  genomes genome cami t2t host-contamination pangenome

• EDGE COVID-19: a web platform to generate submission-ready genomes from SARS-CoV-2 sequencing efforts.

  PMID 35561186 · PMC9113274 · Bioinformatics (Oxford, England) · 2022 · 7 claims · 5 setups

  Has reproduction · 49

  EDGE COVID-19 (EC-19) is a web-based platform that automates QC, reference-based variant/consensus calling, lineage determination, and submission of SARS-CoV-2 genomes and metadata to GenBank, GISAID and INSDC for both Illumina and ONT data.

  sars-cov-2 srr illumina ont amplicon lineage cross-workflow

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

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

  Full-text index only

  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

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

  Full-text index only

  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• The 1000 Chinese Pangenome empowers medical and population genetics.

  PMID 41922767 · PMC13233627 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  1,116 diploid genome assemblies (55 de novo, 1,061 pangenome-informed) were generated as part of the 1KCP project

  genomic diploid benchmark illumina pacbio hi-c

• MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.

  PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MEDUSA correctly identifies more species than MEGAN 6 CE, especially less abundant species.

  bovine simulated cami datasets read host-sequence metagenome

• Multi-context seeds enable fast and high-accuracy read mapping.

  PMID 41764549 · PMC13059148 · Genome biology · 2026 · 7 claims · 5 setups

  Full-text index only

  Multi-context seeds (MCS) allow storage of seeds with different lengths in the same index structure by splitting hash bits among strobes, enabling full and partial matches

  simulated chm13 same sequence seed simulated

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript

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

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

  Full-text index only

  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

• A crowdsourced set of curated structural variants for the human genome.

  PMID 32559231 · PMC7329145 · PLoS computational biology · 2020 · 8 claims · 8 setups

  Has reproduction · 71

  1235 manually curated SVs were produced that can be used to evaluate SV callers or train machine learning models

  hg002 crowdsourced short-read mate-pair