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 · 58
MZPAQ: a FASTQ data compression tool.
PMID 31171931 · PMC6547476 · Source code for biology and medicine · 2019 · 8 claims · 4 setups
MZPAQ, a hybrid of MFCompress and ZPAQ, achieves the highest compression ratio compared to all evaluated state-of-the-art and general-purpose tools on all benchmark datasets.
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Has reproduction · 49
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
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.
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Has reproduction · 88
pwrEWAS: a user-friendly tool for comprehensive power estimation for epigenome wide association studies (EWAS).
PMID 31035919 · PMC6489300 · BMC bioinformatics · 2019 · 7 claims · 8 setups
pwrEWAS is a user-friendly tool (R package and Shiny web interface) for comprehensive power estimation in two-group EWAS using Illumina HumanMethylation BeadChip technology.
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Has reproduction · 75
ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.
PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups
ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.
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Has reproduction · 62
A curated collection of transcriptome datasets to investigate the molecular mechanisms of immunoglobulin E-mediated atopic diseases.
PMID 31290545 · PMC6616200 · Database : the journal of biological databases and curation · 2019 · 5 claims · 8 setups
A curated collection of 33 GEO transcriptome datasets relevant to IgE-mediated atopic diseases (allergies to primary immunodeficiencies) was assembled, encompassing 1860 transcriptome profiles.
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Has reproduction · 67
Comprehensive Analysis of Cell Population Dynamics and Related Core Genes During Vitiligo Development.
PMID 33679890 · PMC7933673 · Frontiers in genetics · 2021 · 8 claims · 7 setups
Immune cell infiltration and abnormal gene expression are closely related to vitiligo pathogenesis
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Has reproduction · 83
Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.
PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 5 setups
CHCT, a hierarchical classification tool, splits classification of 30 cancer types into ten smaller subproblems using a two-tier architecture to classify primary cancer by methylation profile
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Has reproduction · 80
SLDMS: A Tool for Calculating the Overlapping Regions of Sequences.
PMID 35046988 · PMC8761809 · Frontiers in plant science · 2021 · 8 claims · 5 setups
SLDMS is a novel method for computing overlapping regions of sequencing reads using suffix array (SA), longest common prefix (LCP) array, document array (DA), and a monotonic stack.
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Has reproduction · 94
Manually curated transcriptomics data collection for toxicogenomic assessment of engineered nanomaterials.
PMID 33558569 · PMC7870661 · Scientific data · 2021 · 7 claims · 7 setups
A unified collection of 101 manually curated and homogenized transcriptomics datasets covering human, mouse, and rat ENM exposures in vitro and in vivo was compiled.
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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 · 85
An extensive evaluation of read trimming effects on Illumina NGS data analysis.
PMID 24376861 · PMC3871669 · PloS one · 2013 · 8 claims · 8 setups
Read trimming increases the quality and reliability of downstream NGS analyses (RNA-Seq mapping, SNP identification, genome assembly) while reducing execution time and computational resources.
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Has reproduction · 44
An OMICs-based meta-analysis to support infection state stratification.
PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups
Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).
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Has reproduction · 89
A near complete genome for goat genetic and genomic research.
PMID 34507524 · PMC8434745 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups
Saanen_v1 is a high-quality de novo goat genome assembly from a male Saanen buck, including the first goat Y chromosome scaffold.
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Has reproduction · 20
Expression and Secretion of Circular RNAs in the Parasitic Nematode, Ascaris suum.
PMID 35711944 · PMC9194832 · Frontiers in genetics · 2022 · 8 claims · 7 setups
A. suum expresses 1,997 distinct circRNAs identified via next-generation sequencing in adult female body wall and ovary-enriched tissue
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Has reproduction · 78
annotate_my_genomes: an easy-to-use pipeline to improve genome annotation and uncover neglected genes by hybrid RNA sequencing.
PMID 36472574 · PMC9724561 · GigaScience · 2022 · 7 claims · 8 setups
annotate_my_genomes is an easy-to-use genome-guided pipeline that uses hybrid (PacBio+Illumina) assembled transcripts to distinguish coding genes from long non-coding RNAs and reconcile them with prior annotations.
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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 · 6 claims · 6 setups
MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.
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Has reproduction · 84
Expression Atlas update--a database of gene and transcript expression from microarray- and sequencing-based functional genomics experiments.
PMID 24304889 · PMC3964963 · Nucleic acids research · 2014 · 8 claims · 6 setups
Expression Atlas is a value-added database providing gene, protein and splice variant expression across cell types, organism parts, developmental stages, diseases and other biological/experimental conditions, built from manually curated high-quality microarray and RNA-sequencing experiments from ArrayExpress.
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Full-text index only
Variation resources at UC Santa Cruz.
PMID 17151077 · PMC1781230 · Nucleic acids research · 2007 · 8 claims · 8 setups
The UCSC Genome Browser variation resources integrate polymorphism data from public collections (dbSNP, HapMap, Affymetrix, Perlegen, SeattleSNPs) into a common format with additional annotations and genomic context.
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Has reproduction · 66
RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties.
PMID 36159175 · PMC9492272 · NAR genomics and bioinformatics · 2022 · 8 claims · 6 setups
RiboTaxa, combining BBTools, FastQC, SortMeRNA, MetaRib, EMIRGE, VSEARCH, BBMap and QIIME 2's Sklearn classifier, was built as a pipeline for SSU rRNA-based taxonomic profiling of metagenomics data.