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).

• SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 7 claims · 6 setups

  Has reproduction · 77

  SurvConvMixer reformats KEGG Pathways-in-Cancer gene expression values into pathway-level 2D gene expression images and applies a ConvMixer-based model for overall survival prediction

  luad lung bulk gene machine

• Application of genomics to toxicology research.

  PMID 12634120 · PMC1241273 · Environmental health perspectives · 2002 · 8 claims · 3 setups

  Full-text index only

  Toxic chemical exposures alter gene expression, producing a diagnostic transcriptional 'fingerprint' that can be matched against known toxicants to classify untested chemicals' toxic potential.

  yeast rodents rodent microarray proposed cross-species

• A case study for large-scale human microbiome analysis using JCVI's metagenomics reports (METAREP).

  PMID 22719821 · PMC3374610 · PloS one · 2012 · 8 claims · 7 setups

  Has reproduction · 78

  METAREP version 1.3.1 is an open-source, scalable tool for querying, browsing and comparing extremely large volumes of metagenomic annotations, with an extended data model, dynamic weighting, distributed searches and advanced clustering.

  microbiome pooled hmp metarep genome assembly-based enzymatic

• Genomics of Environmental Salmonella: Engaging Students in the Microbiology and Bioinformatics of Foodborne Pathogens.

  PMID 33967968 · PMC8100199 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Has reproduction · 73

  An undergraduate CURE combining field sampling, wet-lab microbiology, and genomic bioinformatics can be used to isolate and characterize environmental S. enterica strains.

  putative enterica selected assembled endpoint genome long-read

• Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.

  PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups

  Has reproduction · 84

  Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.

  elegans short-read whole-animal rt-pcr

• Whole-genome analysis of a multidrug-resistant Klebsiella michiganensis environmental isolate from an orthopedic ward in Mwanza, Tanzania reveals IncF-family plasmid replicon signatures associated with resistance determinants.

  PMID 41957580 · PMC13173886 · BMC genomics · 2026 · 6 claims · 8 setups

  Has reproduction · 82

  Genome-based taxonomy (GTDB-Tk and ANI) reclassified the isolate A55848, phenotypically identified as K. oxytoca, as Klebsiella michiganensis

  klebsiella isolate a55848 assembled short-read phenotypic genome-based

• Evaluation of classification and forecasting methods on time series gene expression data.

  PMID 33156855 · PMC7647064 · PloS one · 2020 · 6 claims · 3 setups

  Has reproduction · 74

  Deep learning based methods generally outperform traditional approaches for time series gene expression classification

  five gene microarray time

• Newborn sex-specific transcriptome signatures and gestational exposure to fine particles: findings from the ENVIRONAGE birth cohort.

  PMID 28583124 · PMC5458481 · Environmental health : a global access science source · 2017 · 7 claims · 6 setups

  Has reproduction · 71

  Gestational PM2.5 exposure is associated with sex-specific gene expression changes in newborn cord blood, with major differences between boys and girls.

  cord maternal genes significant genome pm2.5 isolation

• Developing prognostic gene panel of survival time in lung adenocarcinoma patients using machine learning.

  PMID 35117753 · PMC8799101 · Translational cancer research · 2020 · 7 claims · 4 setups

  Has reproduction · 32

  A panel of 22 genetic features with Naïve Bayes can predict whether lung adenocarcinoma patient survival time is >3 years (accuracy=75%, AUC=0.81).

  tcga-luad geo bulk expression methylation

• Analysis and comprehensive comparison of PacBio and nanopore-based RNA sequencing of the Arabidopsis transcriptome.

  PMID 32536962 · PMC7291481 · Plant methods · 2020 · 8 claims · 8 setups

  Has reproduction · 57

  ONT Pc produces higher raw data quality (higher alignment rate, lower error rate) than ONT Dc, while PacBio generates the longest reads

  arabidopsis pacbio randomly illumina pacbio nanopore

• Unraveling the role of bacteria with heritable versus non-heritable relative abundance in the gut on boar semen quality.

  PMID 41199168 · PMC12590650 · Genetics, selection, evolution : GSE · 2025 · 6 claims · 7 setups

  Has reproduction · 61

  39 heritable and 91 non-heritable bacterial genera were identified in the boar gut based on heritability of relative abundance

  fecal blood boar gut 16s snp gas

• Acquisition and loss of CTX-M plasmids in Shigella species associated with MSM transmission in the UK.

  PMID 34427554 · PMC8549364 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  bla_CTX-M-27 is located on IncFII pKSR100-like plasmids, flanked by IS26 and IS903B

  sonnei same shigella assembled illumina oxford novo

• Contributions from molecular/biochemical approaches in epidemiology to cancer risk assessment and prevention.

  PMID 1486845 · PMC1519598 · Environmental health perspectives · 1992 · 8 claims · 8 setups

  Full-text index only

  Genotoxicity of chemicals is a continuous, graded property (agent score) rather than a simple dichotomy of mutagenic vs. nonmutagenic chemicals

  chemical drosophila normal uv-sensitive short-term drosophila excision

• DDBJ dealing with mass data produced by the second generation sequencer.

  PMID 18927114 · PMC2686496 · Nucleic acids research · 2009 · 8 claims · 7 setups

  Full-text index only

  DDBJ collected and released 2,368,110 entries (1,415,106,598 bases) of original DNA sequence data from July 2007 to June 2008.

  plasmodium oryzias gut drosophila solexa wgs metagenomic

• High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity.

  PMID 19804644 · PMC2768739 · BMC genetics · 2009 · 8 claims · 6 setups

  Full-text index only

  The human GWSA uses exon body and exon-exon junction probes to directly measure over 280,000 known and predicted splicing events genome-wide.

  universal same lim erythrocyte genome-wide cross-platform rt-pcr

• Gene Expression Atlas update--a value-added database of microarray and sequencing-based functional genomics experiments.

  PMID 22064864 · PMC3245177 · Nucleic acids research · 2012 · 8 claims · 5 setups

  Has reproduction · 83

  Gene Expression Atlas is an added-value database providing curated, re-annotated and statistically analysed gene expression data across cell types, organism parts, developmental stages, disease states and other biological/experimental conditions, derived from ArrayExpress Archive and the European Nucleotide Archive.

  species microrna atlas microarray rna-seq microrna

• Chromosome-level genome of the long-tailed marine-living ornate spiny lobster, Panulirus ornatus.

  PMID 38909031 · PMC11193758 · Scientific data · 2024 · 6 claims · 5 setups

  Has reproduction · 80

  A chromosome-level genome of P. ornatus spanning 2.65 Gb was assembled with a contig N50 of 51.05 Mb, anchoring 99.11% of sequences to 73 chromosomes.

  ornatus wgs hi-c rna-seq

• 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

• Chromosome-level genome assembly of agar-producing red seaweed Gracilaria vermiculophylla.

  PMID 41629338 · PMC12966425 · Scientific data · 2026 · 8 claims · 8 setups

  Has reproduction · 91

  A chromosome-level genome assembly of G. vermiculophylla was generated by combining DNBSeq short reads, Nanopore long reads, and Hi-C data.

  gracilaria whole-genome nanopore hi-c

• Prediction of Antibiotic Susceptibility Profiles of Vibrio cholerae Isolates From Whole Genome Illumina and Nanopore Sequencing Data: CholerAegon.

  PMID 35814690 · PMC9257098 · Frontiers in microbiology · 2022 · 6 claims · 6 setups

  Has reproduction · 86

  CholerAegon, a Nextflow-based pipeline, predicts AMR profiles of V. cholerae from assembled genomes using CARD ontology

  vibrio assembled genome hybrid amr