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).

• WeavePop: a bioinformatics workflow to explore and analyze genomic variants of eukaryotic populations.

  PMID 41685638 · PMC13042275 · G3 (Bethesda, Md.) · 2026 · 8 claims · 7 setups

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  WeavePop is a novel Snakemake-based, reproducible, scalable workflow that performs reference-based read mapping, assembly, annotation, small variant calling/effect prediction, and CNV detection for eukaryotic haploid organisms

  neoformans reference-based read windowed

• 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

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  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

• AmalgaMo: flexible DNA motif merging.

  PMID 41768281 · PMC12947577 · Bioinformatics advances · 2026 · 7 claims · 7 setups

  Full-text index only

  AmalgaMo is a flexible command-line tool for merging highly similar DNA/RNA motifs, using five tunable parameters (t, m, r, s, a), accepting HOCOMOCO/JASPAR/MEME/CisBP formats.

  hocomoco paired chip-seq atac-seq motif regression-based bulk

• Partially shared multi-modal embedding learns holistic representation of cell state.

  PMID 41741805 · PMC13021527 · Nature computational science · 2026 · 8 claims · 5 setups

  Full-text index only

  APOLLO automatically learns partial information sharing between multiple data modalities using an autoencoder with a partially overlapping latent space trained via latent optimization.

  simulated paired single simulation scrna-seq multiplexed

• The selection of software and database for metagenomics sequence analysis impacts the outcome of microbial profiling and pathogen detection.

  PMID 37027361 · PMC10081788 · PloS one · 2023 · 7 claims · 7 setups

  Has reproduction · 86

  Obtaining an accurate species-level microbial profile using current direct-read metagenomics profiling software is still a challenging task.

  simulated kidney biological extracted shotgun taxonomic pathogen

• A bioinformatic pipeline for simulating viral integration data.

  PMID 35496474 · PMC9046613 · Data in brief · 2022 · 7 claims · 3 setups

  Has reproduction · 96

  A snakemake-based pipeline was developed to simulate integration of a viral or vector genome into a host genome, including sub-genomic fragment integration, structural variation, and host-site deletions.

  aav2 host simulated integration simulated junction-crossing

• The effect of 16S rRNA region choice on bacterial community metabarcoding results.

  PMID 30720800 · PMC6362892 · Scientific data · 2019 · 8 claims · 8 setups

  Has reproduction · 59

  The V2-V3 16S rRNA fragment has higher resolution for lower-rank taxa (genera and species) than V3-V4, enabling more precise distance-based OTU clustering.

  bacterial extracted filtered combined 16s pcr extraction

• Blood RNA signature RISK4LEP predicts leprosy years before clinical onset.

  PMID 34090257 · PMC8182229 · EBioMedicine · 2021 · 8 claims · 6 setups

  Has reproduction · 53

  1,613 genes were differentially expressed in leprosy progressors before diagnosis (t=1) compared to household contacts.

  blood rna-seq rt-qpcr differentially rna-seq rt-qpcr random

• The seeker R package: simplified fetching and processing of transcriptome data.

  PMID 36389425 · PMC9648347 · PeerJ · 2022 · 8 claims · 4 setups

  Has reproduction · 84

  seeker is an R package that wraps existing tools to fetch and process RNA-seq and microarray data, providing a standard interface, simple parallelization, and detailed logging

  liver microarray rna-seq

• Intra-Host Co-Existing Strains of SARS-CoV-2 Reference Genome Uncovered by Exhaustive Computational Search.

  PMID 37243151 · PMC10224212 · Viruses · 2023 · 8 claims · 7 setups

  Has reproduction · 100

  An exhaustive-search workflow can recover intra-host co-existing SARS-CoV-2 strains from the reference-genome read set (SRR11092062) that de Bruijn-graph assemblers discard.

  sars-cov-2 spike predicted california short-read read sequence

• Evolution and codon usage bias of mitochondrial and nuclear genomes in Aspergillus section Flavi.

  PMID 36305682 · PMC9836360 · G3 (Bethesda, Md.) · 2023 · 8 claims · 8 setups

  Has reproduction · 85

  18 new mitochondrial genomes were assembled for Aspergillus section Flavi species, complementing 3 existing reference mitogenomes, for a total of 20 species analyzed.

  aspergillus circularized core orthologous mitogenome read organellar

• Genomic structure and alterations of homeobox gene CDX2 in colorectal carcinomas.

  PMID 10027310 · PMC2362430 · British journal of cancer · 1999 · 8 claims · 6 setups

  Full-text index only

  CDX2 expression is decreased in colorectal carcinomas in prior studies

  genomic sporadic hnpcc carcinoma standard pcr-sscp cloning

• Prevalence and clinical correlates of JAK2 mutations in Down syndrome acute lymphoblastic leukaemia.

  PMID 19120350 · PMC2724897 · British journal of haematology · 2009 · 8 claims · 4 setups

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  JAK2 R683 point mutations occur in 18.9% (10/53) of DS ALL cases, confirming the previously reported incidence.

  bone remission sanger pyrosequencing paired

• Accurate whole human genome sequencing using reversible terminator chemistry.

  PMID 18987734 · PMC2581791 · Nature · 2008 · 8 claims · 7 setups

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  A novel sequencing platform using fluorescent reversible terminator nucleotides on clonally amplified single-molecule DNA clusters generates several billion bases of accurate sequence per experiment at low cost.

  bac flow-sorted same yoruba reversible snp targeted

• Genetic divergence of hepatitis C virus: the role of HIV-related immunosuppression.

  PMID 18769357 · PMC3071283 · Journal of acquired immune deficiency syndromes (1999) · 2008 · 7 claims · 6 setups

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  HIV coinfection is associated with ~0.5 log10 higher HCV RNA levels, suggesting increased HCV replication

  chronically paired aligned hiv-infected direct genetic sliding-window

• A comparative study of techniques for differential expression analysis on RNA-Seq data.

  PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 58

  edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.

  brain neurospheres lymphoblastoid simulation single-end paired-end rna-seq

• A statistical framework for consolidating "sibling" probe sets for Affymetrix GeneChip data.

  PMID 18435860 · PMC2397416 · BMC genomics · 2008 · 7 claims · 4 setups

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  A two-way ANOVA model with a treatment x probe-set interaction term can automatically determine whether sibling probe sets for a gene behave similarly (non-significant interaction, consolidate) or differently (significant interaction, treat as independent)

  retina thyroid spermatogonial differentially two-way paired anova-based

• Solute exchange through gap junctions lessens the adverse effects of inactivating mutations in metabolite-handling genes.

  PMID 36107487 · PMC9534548 · eLife · 2022 · 8 claims · 8 setups

  Full-text index only

  Colorectal cancer (CRC) cells are coupled by gap junctions assembled predominantly from Cx26 (GJB2)

  colorectal normal crc microarray tcga single-cell

• MOSAIK: a hash-based algorithm for accurate next-generation sequencing short-read mapping.

  PMID 24599324 · PMC3944147 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 29

  MOSAIK is the only aligner that consistently aligns reads from all major sequencing platforms (Illumina, AB SOLiD, Roche 454, Ion Torrent, Pacific Biosciences SMRT) using the same algorithmic approach.

  simulated million coli illumina short-read mapping neural-network

• ArGD: An Integrated Database and Analysis Platform for Artocarpus Genomics and Transcriptomics.

  PMID 41595510 · PMC12840728 · Genes · 2026 · 7 claims · 6 setups

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  ArGD is the first publicly accessible platform centrally integrating genomic data for the genus Artocarpus

  seven artocarpus five user-submitted functional bulk differential