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 · 83
MetaGT: A pipeline for de novo assembly of metatranscriptomes with the aid of metagenomic data.
PMID 36386613 · PMC9651917 · Frontiers in microbiology · 2022 · 7 claims · 4 setups
MetaGT is a pipeline that combines metatranscriptomic and metagenomic data from the same sample to assemble complete transcript sequences
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Has reproduction · 83
ConNIS and labeling instability: New statistical methods for improving the detection of essential genes in TraDIS libraries.
PMID 41790830 · PMC12991369 · PLoS computational biology · 2026 · 8 claims · 3 setups
ConNIS provides an analytic solution for the probability of observing the longest insertion-free sequence within a gene given its length and number of insertion sites under non-essentiality.
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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.
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Has reproduction · 86
LMAS: evaluating metagenomic short de novo assembly methods through defined communities.
PMID 36576131 · PMC9795473 · GigaScience · 2022 · 8 claims · 5 setups
LMAS (Last Metagenomic Assembler Standing) is a flexible, Nextflow-based, Docker-containerized automated workflow for benchmarking de novo metagenomic assemblers against defined mock communities, producing an interactive HTML report.
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Has reproduction · 85
PowerBacGWAS: a computational pipeline to perform power calculations for bacterial genome-wide association studies.
PMID 35338232 · PMC8956664 · Communications biology · 2022 · 8 claims · 8 setups
Two computational approaches (sub-sampling and phenotype-simulation) can be implemented to perform power calculations for bacterial GWAS using existing genome collections, packaged as the PowerBacGWAS pipeline
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Has reproduction · 90
CONSULT: accurate contamination removal using locality-sensitive hashing.
PMID 34377979 · PMC8340999 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups
CONSULT uses locality-sensitive hashing to test whether query k-mers fall within a user-defined Hamming distance of a reference k-mer database, allowing inexact matching against tens of thousands of microbial species.
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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 · 88
Wochenende - modular and flexible alignment-based shotgun metagenome analysis.
PMID 36368923 · PMC9650795 · BMC genomics · 2022 · 8 claims · 6 setups
Wochenende is a modular, transparent alignment-based pipeline for shotgun metagenome analysis supporting short and long reads across all kingdoms of life
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Has reproduction · 89
Improved eukaryotic detection compatible with large-scale automated analysis of metagenomes.
PMID 37032329 · PMC10084625 · Microbiome · 2023 · 8 claims · 7 setups
MAPQ ≥30 filtering improves precision but substantially reduces recall, especially for unrepresented/divergent eukaryotic taxa