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 · 87
Genetic demultiplexing of pooled single-cell RNA-sequencing samples in cancer facilitates effective experimental design.
PMID 34553212 · PMC8458035 · GigaScience · 2021 · 8 claims · 7 setups
Genetic variation–based demultiplexing tools can be effectively deployed on cancer scRNA-seq tissue using a pooled experimental design, achieving high recall at acceptable precision-recall tradeoffs in both high-CNV (HGSOC) and high-SNV (lung adenocarcinoma) cancers, even with extremely high doublet proportions.
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Has reproduction · 59
WASP: a versatile, web-accessible single cell RNA-Seq processing platform.
PMID 33736596 · PMC7977290 · BMC genomics · 2021 · 7 claims · 7 setups
WASP is a software platform for processing Drop-Seq-based scRNA-seq data generated with ddSEQ or 10x protocols, combining a Snakemake pre-processing pipeline with an R Shiny post-processing application.
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Has reproduction · 74
MicroPIPE: validating an end-to-end workflow for high-quality complete bacterial genome construction.
PMID 34172000 · PMC8235852 · BMC genomics · 2021 · 8 claims · 8 setups
MicroPIPE, an end-to-end Nextflow/Singularity-based pipeline built from systematically validated tool choices, produces high-quality complete bacterial genome assemblies without manual intervention.
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Has reproduction · 50
MasterOfPores: A Workflow for the Analysis of Oxford Nanopore Direct RNA Sequencing Datasets.
PMID 32256520 · PMC7089958 · Frontiers in genetics · 2020 · 7 claims · 8 setups
MasterOfPores is a NextFlow-based, containerized workflow that processes raw FAST5 direct RNA sequencing data through base-calling, demultiplexing, filtering, QC, mapping, and quantification, plus downstream RNA modification and polyA tail length analyses.
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Has reproduction · 75
Allele-specific immune gene quantification and expression analysis in single-cell RNA-seq data.
PMID 41229397 · PMC12604667 · NAR genomics and bioinformatics · 2025 · 8 claims · 4 setups
scIGD is a Snakemake-based workflow that automates HLA allele-typing and allele-specific expression quantification from scRNA-seq data.
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Has reproduction · 52
epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS-based reduced representation bisulfite sequencing.
PMID 35178872 · PMC9311447 · Molecular ecology resources · 2022 · 8 claims · 8 setups
epiGBS2 provides a laboratory protocol and revised bioinformatics pipeline for de novo cytosine methylation and SNP calling in species with or without a reference genome
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Has reproduction · 95
The archives are half-empty: an assessment of the availability of microbial community sequencing data.
PMID 32859925 · PMC7455719 · Communications biology · 2020 · 8 claims · 5 setups
More than half of surveyed amplicon sequencing studies were affected by lack of data deposition, improper file formatting, or inconsistent labeling that impede reuse.
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Has reproduction · 71
Hyb: a bioinformatics pipeline for the analysis of CLASH (crosslinking, ligation and sequencing of hybrids) data.
PMID 24211736 · PMC3969109 · Methods (San Diego, Calif.) · 2014 · 8 claims · 6 setups
The 'hyb' pipeline detects, calls, folds and annotates chimeric reads from CLASH high-throughput sequencing data.