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).

• RNAdetector: a free user-friendly stand-alone and cloud-based system for RNA-Seq data analysis.

  PMID 34082707 · PMC8173825 · BMC bioinformatics · 2021 · 8 claims · 1 setups

  Has reproduction · 85

  RNAdetector is a free, cross-platform, user-friendly RNA-Seq analysis software usable locally (stand-alone) or in cloud environments via a GUI

  ncbi small

• Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.

  PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 6 claims · 7 setups

  Has reproduction · 87

  Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats.

  ocean wastewater surface plastisphere 16s alpha beta

• A comparison across non-model animals suggests an optimal sequencing depth for de novo transcriptome assembly.

  PMID 23496952 · PMC3655071 · BMC genomics · 2013 · 8 claims · 8 setups

  Has reproduction · 69

  Representative de novo transcriptome assemblies are generated with as few as ~20 million reads for single-tissue samples and ~30 million reads for whole animals at the mRNA-coverage level.

  mus chuniphyes hormiphora pleuromamma rna-seq homology

• A near complete genome for goat genetic and genomic research.

  PMID 34507524 · PMC8434745 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups

  Has reproduction · 89

  Saanen_v1 is a near-complete de novo goat genome assembly generated from 117x PacBio and 118x Hi-C data, including the first goat Y chromosome scaffold

  saanen goat testicular nine pacbio illumina hi-c

• VGEA: an RNA viral assembly toolkit.

  PMID 34567846 · PMC8428259 · PeerJ · 2021 · 8 claims · 5 setups

  Has reproduction · 80

  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

  sars-cov-2 lassa hiv-1 ngs-based computational comparative

• iCOMIC: a graphical interface-driven bioinformatics pipeline for analyzing cancer omics data.

  PMID 35899080 · PMC9310080 · NAR genomics and bioinformatics · 2022 · 8 claims · 4 setups

  Has reproduction · 58

  iCOMIC provides a GUI-driven, Snakemake-based pipeline integrating multiple tools for DNA-Seq and RNA-Seq analysis with minimal command-line interaction.

  giab monocyte missense somatic germline rna-seq machine

• Insights into the evolution of cotton diploids and polyploids from whole-genome re-sequencing.

  PMID 23979935 · PMC3789805 · G3 (Bethesda, Md.) · 2013 · 8 claims · 8 setups

  Has reproduction · 91

  An index of 23,859,893 (~24 million) homoeo-SNPs distinguishing A-genome from D-genome cotton was constructed at a density of one SNP per 32.3 bases of the D5 reference.

  gossypium longicalyx nine diploids whole-genome wgs read

• Discovery of Early-Branching Wolbachia Reveals Functional Enrichment on Horizontally Transferred Genes.

  PMID 35547116 · PMC9084900 · Frontiers in microbiology · 2022 · 8 claims · 8 setups

  Has reproduction · 90

  A novel early-branching Wolbachia strain (wTex), one of the earliest supergroup L strains, was discovered in a plant-parasitic nematode community from 1 of 16 sampled sites.

  rhizosphere nematode wtex wolbachia metagenomic pcr comparative

• FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.

  PMID 23768108 · PMC3691734 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 65

  FusionQ is a novel tool that detects gene fusions, constructs chimerical transcript structures, and estimates their abundances from paired-end RNA-Seq data.

  simulated four rna-seq randomly simulated paired-end read-mappability

• Prediction of Antimicrobial Resistance in Gram-Negative Bacteria From Whole-Genome Sequencing Data.

  PMID 32528441 · PMC7262952 · Frontiers in microbiology · 2020 · 8 claims · 4 setups

  Has reproduction · 100

  WGS data enables prediction of antimicrobial resistance in Gram-negative bacteria using machine learning

  baumannii gram-negative in-house cchmc whole-genome xgboost antimicrobial

• getSequenceInfo: a suite of tools allowing to get genome sequence information from public repositories.

  PMID 35804320 · PMC9264741 · BMC bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 99

  getSequenceInfo (gSeqI) allows programmatic (CLI) or GUI-based retrieval of sequence data and metadata from GenBank, RefSeq, and ENA across Linux, MacOS, and Windows.

  genome complete same coronavirus nuclescore resistance mlst

• Viral Diagnostics in Plants Using Next Generation Sequencing: Computational Analysis in Practice.

  PMID 29123534 · PMC5662881 · Frontiers in plant science · 2017 · 8 claims · 8 setups

  Has reproduction · 100

  NGS/RNA-seq enables unbiased, hypothesis-free detection of multiple known and emergent plant viruses, unlike RT-PCR which only detects one or a few known viruses per test.

  garlic pepper pear grapevine rna-seq mrna-seq transcriptome