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).
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Has reproduction · 50
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
MEDUSA correctly identifies more species than MEGAN 6 CE, especially less abundant species.
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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
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
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Has reproduction · 89
HTSQualC is a flexible and one-step quality control software for high-throughput sequencing data analysis.
PMID 34548573 · PMC8455540 · Scientific reports · 2021 · 8 claims · 5 setups
HTSQualC is a standalone, one-step QC software that performs filtering and trimming of raw HTS data in a single run
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Has reproduction · 89
DFAST and DAGA: web-based integrated genome annotation tools and resources.
PMID 27867804 · PMC5107635 · Bioscience of microbiota, food and health · 2016 · 8 claims · 7 setups
DFAST is a web-based genome annotation pipeline with integrated quality assessment (CheckM) and taxonomic assessment (ANI) that produces DDBJ submission-ready files
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Has reproduction · 50
rMAP: the Rapid Microbial Analysis Pipeline for ESKAPE bacterial group whole-genome sequence data.
PMID 34110280 · PMC8461470 · Microbial genomics · 2021 · 8 claims · 8 setups
rMAP is a pipeline capable of profiling the resistomes of ESKAPE pathogens using Illumina WGS data
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Has reproduction · 90
Comparative Genomics Provides Insight into the Function of Broad-Host Range Sponge Symbionts.
PMID 34519538 · PMC8546597 · mBio · 2021 · 8 claims · 8 setups
Eleven new genomes were added to the Tethybacterales order and a novel family (Polydorabacteraceae) was identified
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Has reproduction · 97
CRISPRbuilder-TB: "CRISPR-builder for tuberculosis". Exhaustive reconstruction of the CRISPR locus in mycobacterium tuberculosis complex using SRA.
PMID 33667225 · PMC7968741 · PLoS computational biology · 2021 · 8 claims · 7 setups
CRISPRbuilder-TB is a new pipeline that reconstructs MTC CRISPR-Cas loci directly from short SRA reads without requiring genome assembly
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Has reproduction · 90
Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.
PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups
Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.
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Has reproduction · 89
miRge 2.0 for comprehensive analysis of microRNA sequencing data.
PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups
An SVM-based novel miRNA detection model achieves an average MCC of 0.939 across 32 human cell datasets and outperforms miRDeep2 and miRAnalyzer on phylogenetic conservation of predicted miRNAs
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Has reproduction · 78
QuasiFlow: a Nextflow pipeline for analysis of NGS-based HIV-1 drug resistance data.
PMID 36699347 · PMC9722223 · Bioinformatics advances · 2022 · 6 claims · 8 setups
QuasiFlow is a Nextflow pipeline that runs entirely locally via command-line tools and a local HIVdb database copy to analyze NGS-based HIV-1 drug resistance testing data.
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Exploring the regulatory potential of RNA structures in 202 cyanobacterial genomes.
PMID 41641705 · PMC12873609 · Nucleic acids research · 2026 · 7 claims · 8 setups
Screening 202 cyanobacterial genomes identified 402 CRSs matching known RNA families (Rfam and Rho-independent terminators) and 409 novel CRSs.
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Has reproduction · 80
Curation of over 10 000 transcriptomic studies to enable data reuse.
PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups
Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse
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Has reproduction · 80
VGEA: an RNA viral assembly toolkit.
PMID 34567846 · PMC8428259 · PeerJ · 2021 · 8 claims · 5 setups
VGEA is a Snakemake workflow that chains existing tools (fastp, BWA, SAMtools, IVA, shiver, SeqKit, QUAST, MultiQC) into an all-in-one RNA viral genome assembly pipeline
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HCK and ABAA: A Newly Designed Pipeline to Improve Fungi Metabarcoding Analysis.
PMID 34025601 · PMC8134036 · Frontiers in microbiology · 2021 · 8 claims · 8 setups
ABAA reduces the number of false-positives with all metabarcoding methods tested
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Has reproduction · 61
lncEvo: automated identification and conservation study of long noncoding RNAs.
PMID 33563213 · PMC7871587 · BMC bioinformatics · 2021 · 8 claims · 5 setups
lncEvo is an integrated Nextflow/Docker pipeline combining transcriptome assembly, lncRNA identification, and cross-species conservation analysis into a single workflow.
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Has reproduction · 75
Identification of Novel Therapeutic Candidates Against SARS-CoV-2 Infections: An Application of RNA Sequencing Toward mRNA Based Nanotherapeutics.
PMID 35983322 · PMC9378778 · Frontiers in microbiology · 2022 · 6 claims · 7 setups
RPL29 (60S ribosomal protein L29) is highly/consistently expressed across all COVID-19 infected groups regardless of severity, suggesting it as a novel host therapeutic target for mRNA-based nanomedicines.