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).

• Target SNP selection in complex disease association studies.

  PMID 15248903 · PMC487897 · BMC bioinformatics · 2004 · 7 claims · 3 setups

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  A computational pipeline can retrieve gene sequence, collect SNP variation data, and annotate SNPs falling in functional motifs (promoter, exon-intron structure, AU-rich elements, TF binding sites, splice sites) with expression in target tissue

  genes pooled primer computational maldi-tof blast

• scSAMAC: saliency-adjusted masking induced attention contrastive learning for single-cell clustering.

  PMID 40131310 · PMC11934584 · Briefings in bioinformatics · 2025 · 8 claims · 1 setups

  Has reproduction · 85

  scSAMAC integrates contrastive learning and negative binomial (NB) losses into a VAE, extracting features via contrastive unit similarity while preserving intrinsic data characteristics to enhance robustness and generalization in clustering.

  scrna-seq scrna-seq

• nf-core/proteinfamilies: a scalable pipeline for the generation of protein families.

  PMID 41563008 · PMC12950615 · GigaScience · 2026 · 8 claims · 3 setups

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  nf-core/proteinfamilies is a scalable, parametrizable, open-source Nextflow pipeline that generates new protein families or assigns sequences to existing families using profile HMMs and MSAs

  uniprot-swissprot input family diamond computational

• Nucleotide-resolution analysis of structural variants using BreakSeq and a breakpoint library.

  PMID 20037582 · PMC2951730 · Nature biotechnology · 2010 · 8 claims · 7 setups

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  A standardized, non-redundant library of 1,889 breakpoint-resolved SVs was assembled from eight published surveys

  personal genomic pcr-validated unrelated short-read pcr sanger

• RetroSnake: A modular pipeline to detect human endogenous retroviruses in genome sequencing data.

  PMID 36339261 · PMC9626663 · iScience · 2022 · 8 claims · 4 setups

  Has reproduction · 79

  RetroSnake is an end-to-end, modular, computationally efficient Snakemake pipeline for detecting HERV-K insertions in short-read NGS data, from raw alignment files to an annotated interactive HTML report

  wgs single whole-genome nested capillary

• NCBI Reference Sequence (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins.

  PMID 15608248 · PMC539979 · Nucleic acids research · 2005 · 7 claims · 5 setups

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  RefSeq provides a curated, non-redundant, explicitly linked collection of genomic, transcript and protein sequences spanning prokaryotes, eukaryotes and viruses.

  refseq honey sequence computational conserved

• Sushi gets serious: the draft genome sequence of the pufferfish Fugu rubripes.

  PMID 12225591 · PMC139409 · Genome biology · 2002 · 8 claims · 7 setups

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  The Fugu rubripes draft genome sequence was generated by whole-genome shotgun sequencing assembled to ~5.6x coverage using the JAZZ pipeline.

  fugu assembled whole-genome computational comparative

• Application of qualifying variants for genomic analysis.

  PMID 41570118 · PMC12926777 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 4 setups

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  QVs should be treated as dynamic, multifaceted elements permeating the entire analysis workflow, not as a single static filtering step

  in-house hapmap3 genome framework exome gwas wgs

• 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

• PeakPrime: a peak-guided primer design pipeline for target enrichment in 3'-end RNA-seq.

  PMID 41919010 · PMC13034549 · Bioinformatics advances · 2026 · 8 claims · 7 setups

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  PeakPrime is a reproducible Nextflow pipeline that calls 3′ RNA-seq coverage peaks (MACS2), selects exonic windows, designs strand-appropriate primers (Primer3), and screens specificity (Bowtie2)

  imr-32 universal candidate 10m-read rna-seq targeted quantitative

• nf-core/crisprseq: a versatile pipeline for comprehensive analysis of CRISPR gene editing and screening assays.

  PMID 41551929 · PMC12805889 · NAR genomics and bioinformatics · 2026 · 8 claims · 5 setups

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  nf-core/crisprseq is the first generic pipeline enabling analysis of the broad spectrum of CRISPR designs, from targeted gene edits (KO, KI, BE, PE) to large-scale functional screens

  spike-in prjeb53901 a375 prjna326019 targeted crispr computing

• TassDB: a database of alternative tandem splice sites.

  PMID 17142241 · PMC1669710 · Nucleic acids research · 2007 · 7 claims · 3 setups

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  TassDB is a relational database storing GYNGYN donor and NAGNAG acceptor tandem splice sites across eight species

  homo computational nagnag est maximum snp

• LOCATE: a mammalian protein subcellular localization database.

  PMID 17986452 · PMC2238969 · Nucleic acids research · 2008 · 8 claims · 6 setups

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  LOCATE is a curated, web-accessible database housing membrane organization and subcellular localization data for mouse and human proteins.

  hela proteome indirect automated computational

• Optimizing data-driven excellence: Canada's approach to using pathogen test datasets for quality control, pipeline development and training initiatives.

  PMID 41591806 · PMC12847982 · Microbial genomics · 2026 · 8 claims · 5 setups

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  Standardized SARS-CoV-2 test datasets (Illumina and Nanopore) were developed as benchmarks for validating sequencing/bioinformatics pipelines across Canadian public health labs

  sars-cov-2 extracted nasopharyngeal bioinformatic whole-genome triplex extraction

• RNA modifications detection by comparative Nanopore direct RNA sequencing.

  PMID 34893601 · PMC8664944 · Nature communications · 2021 · 7 claims · 5 setups

  Has reproduction · 50

  Nanocompore is a model-free comparative method that uses a 2-component Gaussian mixture model (GMM) and univariate statistical tests on signal intensity/dwell time to detect RNA modifications in Nanopore direct RNA sequencing data without needing a training set

  simulated synthetic escherichia saccharomyces nanopore computational

• Genome informatics: taming the avalanche of genomic data.

  PMID 15642109 · PMC549058 · Genome biology · 2005 · 8 claims · 7 setups

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  Ultraconserved regions (>100 bp, 100% conserved among mammals) exist in the genome and their function remains unknown

  genes arabidopsis genome vertebrate comparative conservation whole-genome

• The genome sequence of the flat clown beetle, Hololepta plana (Sulzer, 1776) (Coleoptera: Histeridae).

  PMID 42255359 · PMC13237540 · Wellcome open research · 2026 · 8 claims · 8 setups

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  A chromosome-level genome assembly was produced for Hololepta plana (icHolPlan1) using the Darwin Tree of Life pipeline

  hololepta head abdomen hifi barcoding pacbio hi-c

• An extensive evaluation of read trimming effects on Illumina NGS data analysis.

  PMID 24376861 · PMC3871669 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  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.

  homo arabidopsis prunus saccharomyces rna-seq snp novo

• The genome sequence of the Woodland Grayling, Hipparchia fagi (Scopoli, 1763) (Lepidoptera: Nymphalidae).

  PMID 42078576 · PMC13133624 · Wellcome open research · 2026 · 8 claims · 8 setups

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  A chromosome-level, haplotype-resolved genome assembly was produced for Hipparchia fagi (Woodland Grayling) as part of Project Psyche.

  organism pacbio computational assembled pacbio hi-c k-mer

• Bayesian transcriptome assembly.

  PMID 25367074 · PMC4397945 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 68

  Bayesembler, a probabilistic transcriptome assembler built on a Bayesian model of the RNA sequencing process with Gibbs sampling over expressed candidates, abundances and read assignments, is introduced.

  k562 embryonic dendritic rna-seq simulated paired-end long-read