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).

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.

  PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups

  Has reproduction · 90

  Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.

  monocyte-derived raw same trimmed dual fastqc adapter

• Screening large-scale association study data: exploiting interactions using random forests.

  PMID 15588316 · PMC545646 · BMC genetics · 2004 · 7 claims · 3 setups

  Full-text index only

  Random forest importance measure significantly outperforms the Fisher Exact test as a screening tool when risk SNPs interact.

  simulated same simulation random fisher

• WASP: a versatile, web-accessible single cell RNA-Seq processing platform.

  PMID 33736596 · PMC7977290 · BMC genomics · 2021 · 7 claims · 7 setups

  Has reproduction · 59

  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.

  specified generic scrna-seq read reference

• nf-rnaSeqCount: A Nextflow pipeline for obtaining raw read counts from RNA-seq data.

  PMID 35574063 · PMC9097006 · South African computer journal = Suid-Afrikaanse rekenaartydskrif · 2021 · 7 claims · 5 setups

  Has reproduction · 95

  nf-rnaSeqCount is a portable, reproducible Nextflow pipeline that maps RNA-seq reads to a reference genome and quantifies gene abundance for differential expression analysis

  black geo rna-seq rna-seq benchmarking quality

• GenePING: secure, scalable management of personal genomic data.

  PMID 16638151 · PMC1524750 · BMC genomics · 2006 · 8 claims · 2 setups

  Full-text index only

  GenePING extends the PING personal health record system to securely store and efficiently share large genome-sized datasets

  geneping threat computational

• Correcting scale distortion in RNA sequencing data.

  PMID 39875825 · PMC11776150 · BMC bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  Local averaging reveals expression-level-dependent biases that differ from sample to sample across all RNA-seq datasets studied, and are not corrected by conventional normalization (TPM/FPKM)

  tcga su2c gse47774 gtex bulk computational d'agostino

• Identification of Key Differentially Expressed Genes in Arabidopsis thaliana Under Short- and Long-Term High Light Stress.

  PMID 40869111 · PMC12386182 · International journal of molecular sciences · 2025 · 7 claims · 5 setups

  Has reproduction · 75

  Short- and long-term HL responses in Arabidopsis leaves are driven by distinct transcriptional programs, with duration of HL treatment as the primary factor separating transcriptomic clusters.

  arabidopsis bulk hierarchical correlation

• Assessing batch effects of genotype calling algorithm BRLMM for the Affymetrix GeneChip Human Mapping 500 K array set using 270 HapMap samples.

  PMID 18793462 · PMC2537568 · BMC bioinformatics · 2008 · 8 claims · 4 setups

  Full-text index only

  Batch size affects genotype calling results (call rate and concordance) and the resulting lists of significantly associated SNPs.

  hapmap genotype genotype raw case-control

• A step forward for Shiga toxin-producing Escherichia coli identification and characterization in raw milk using long-read metagenomics.

  PMID 36748417 · PMC9836091 · Microbial genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 75

  Long-read metagenomics enables isolation-independent identification and characterization of eae-positive STEC directly from raw milk.

  pure enriched stec-negative extracted ont real-time artificial

• The genomic distribution of intraspecific and interspecific sequence divergence of human segmental duplications relative to human/chimpanzee chromosomal rearrangements.

  PMID 18699995 · PMC2542386 · BMC genomics · 2008 · 8 claims · 5 setups

  Full-text index only

  Some relatively recent (young) SDs accumulate in regions homologous to chromosomal inversions that occurred in the sister lineage

  genome sds chimpanzee colinear comparative interspecific genomic

• nf-core/isoseq: simple gene and isoform annotation with PacBio Iso-Seq long-read sequencing.

  PMID 36961337 · PMC10199315 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 4 setups

  Has reproduction · 88

  nf-core/isoseq is a new automated Nextflow-based pipeline that processes raw Iso-Seq subreads through to genome annotation (BED format) without requiring transcriptome assembly.

  organism-specific iso-seq reference mapped pacbio subread long-read

• Different approaches to Imaging Mass Cytometry data analysis.

  PMID 37092034 · PMC10115470 · Bioinformatics advances · 2023 · 8 claims · 5 setups

  Has reproduction

  Imaging Mass Cytometry (IMC) is a high-multiplexing imaging platform capable of simultaneously detecting and visualizing up to 40 different protein targets in tissue sections.

  ffpe imc imaging raw channel

• Graph-Based Approaches Significantly Improve the Recovery of Antibiotic Resistance Genes From Complex Metagenomic Datasets.

  PMID 34690959 · PMC8528159 · Frontiers in microbiology · 2021 · 8 claims · 6 setups

  Has reproduction · 75

  GraphAMR, a Nextflow pipeline that aligns AMR profile HMMs (or AA sequences) to metagenomic assembly graphs via PathRacer, then dereplicates and annotates hits, recovers more and more complete AMR genes than contig-based or read-based methods.

  urban soil ncbi profile metagenomic amr

• Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.

  PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups

  Full-text index only

  ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.

  blood baseline-corrected 953-dimensional training seldi-tof wavelet ant

• Single-molecule sequencing of an individual human genome.

  PMID 19668243 · PMC4117198 · Nature biotechnology · 2009 · 8 claims · 7 setups

  Full-text index only

  Single-molecule sequencing without cloning, amplification or ligation can sequence an individual human genome on one instrument by a single operator in four runs

  genome staphylococcus single-molecule snp sanger

• Ensembl 2007.

  PMID 17148474 · PMC1761443 · Nucleic acids research · 2007 · 8 claims · 7 setups

  Full-text index only

  Ensembl added 18 new chordate genomes this year, increasing total genomes available from 15 to 33, the largest yearly increase to date.

  low-coverage cow chicken genome genome standard customized

• DFAST and DAGA: web-based integrated genome annotation tools and resources.

  PMID 27867804 · PMC5107635 · Bioscience of microbiota, food and health · 2016 · 8 claims · 7 setups

  Has reproduction · 89

  DFAST is a web-based bacterial genome annotation and DDBJ submission pipeline with integrated CheckM quality assessment and ANI taxonomic assessment.

  lactobacillus genomes representative raw genome ortholog average

• Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

  PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 6 claims · 5 setups

  Has reproduction · 78

  The MycoDiversity DataBase (MDDB) is a curated repository integrating public fungal metabarcoding data of environmental samples to study fungal biodiversity patterns in space and time.

  fungal pubmed pdf sra metabarcoding acquisition regular-expression

• Assessing Bos taurus introgression in the UOA Bos indicus assembly.

  PMID 34922445 · PMC8684283 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups

  Has reproduction · 86

  Aligning divergent (cross-subspecies) sequence data detects substantially more SNVs than aligning to a same-subspecies reference, indicating reference/assembly bias in variant calling.

  cattle breed-pooled indian merged whole-genome snv template