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).

• Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients.

  PMID 35012625 · PMC8743438 · Genome biology · 2022 · 8 claims · 9 setups

  Has reproduction · 68

  GENEVA (Gene Expression Variance Analysis) is a semi-automated framework that mines large-scale public RNA-seq datasets to identify conditions associated with a gene's expression variance

  gtex genetic lncap heart rna-seq meta-analysis electronic

• Genome scans of facial features in East Africans and cross-population comparisons reveal novel associations.

  PMID 34411106 · PMC8375984 · PLoS genetics · 2021 · 8 claims · 5 setups

  Has reproduction

  Genome scans of 3D facial shape phenotypes in Tanzanian children identified 20 loci significant at p < 2.5 × 10^-8

  tanzanian european cranial gtex gwas cross-population chip-seq-based

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

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 6 claims · 5 setups

  Has reproduction · 77

  SurvConvMixer, using pathway-level gene expression images and ConvMixer, achieves strong internal validation AUC for overall survival prediction, especially on larger datasets like LUAD

  luad lusc skcm trained deep benchmark model

• Integrated analysis of post-transcriptional regulations reveals insights into acute myeloid leukemia.

  PMID 41407883 · PMC12712020 · Communications biology · 2025 · 8 claims · 6 setups

  Has reproduction · 32

  PTRs computed from integrated transcriptomic/proteomic data of 44 AML samples are highly conserved across AML subtypes and with 29 other human tissues, indicating broadly conserved post-transcriptional mechanisms.

  aml tissues eif4a1 rna-seq cross-tissue fast

• A scalable, open-source implementation of a large-scale mechanistic model for single cell proliferation and death signaling.

  PMID 35729113 · PMC9213456 · Nature communications · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  Developed a python-based, scalable model creation and simulation pipeline that converts structured text files into an SBML-standard model and is high-performance/cloud-computing ready.

  sparced mcf10a deterministic hybrid comparison

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local

• Diagnostic proteomics: serum proteomic patterns for the detection of early stage cancers.

  PMID 15258335 · PMC3851082 · Disease markers · 2003 · 8 claims · 8 setups

  Full-text index only

  Proteomic pattern analysis of serum mass spectra, without identifying the underlying proteins, can distinguish cancer patients from healthy controls with high sensitivity and specificity.

  serum frozen ig-depleted clinical seldi-tof maldi lc-ms

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript

• Coiled-coil protein composition of 22 proteomes--differences and common themes in subcellular infrastructure and traffic control.

  PMID 16288662 · PMC1322226 · BMC evolutionary biology · 2005 · 7 claims · 5 setups

  Full-text index only

  Proteins with extended coiled-coil domains (>250 amino acids) are largely absent from bacterial genomes but present in archaea and eukaryotes.

  proteomes predicted long prokaryotic coiled-coil all-against-all sequence

• L2L: a simple tool for discovering the hidden significance in microarray expression data.

  PMID 16168088 · PMC1242216 · Genome biology · 2005 · 8 claims · 4 setups

  Full-text index only

  L2L systematically compares a user's differentially expressed gene list against a database of published differentially expressed gene lists to find statistically significant overlaps and generate hypotheses about shared mechanisms

  mammalian user-supplied diabetic uniprot compiled l2l re-analysis

• Structural organization and interactions of transmembrane domains in tetraspanin proteins.

  PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups

  Full-text index only

  TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.

  tetraspanin cd9 gfp single-cysteine sequence cross-species fluorescence

• Protein length in eukaryotic and prokaryotic proteomes.

  PMID 15951512 · PMC1150220 · Nucleic acids research · 2005 · 7 claims · 5 setups

  Full-text index only

  Eukaryotic proteins are significantly longer than prokaryotic proteins across virtually all functional categories and the majority of protein families

  eukaryotic proteins genomic cog comparative orthology domain

• Satellog: a database for the identification and prioritization of satellite repeats in disease association studies.

  PMID 15949044 · PMC1181805 · BMC bioinformatics · 2005 · 7 claims · 6 setups

  Full-text index only

  Satellog is a database cataloging all pure 1-16 unit satellite repeats in the human genome with supplementary polymorphism, gene-location, and expression data for prioritizing repeats in disease-association studies.

  reference unigene ensembl normal tandem polymorphism gene

• Increased DNA microarray hybridization specificity using sscDNA targets.

  PMID 15847692 · PMC1090574 · BMC genomics · 2005 · 7 claims · 5 setups

  Full-text index only

  A single round of ribo-SPIA amplification produces sufficient sscDNA for microarray hybridization from as little as 5 ng of starting total RNA

  cuhr k562 input sscdna microarray quantitative capillary

• Whole genome association mapping by incompatibilities and local perfect phylogenies.

  PMID 17042942 · PMC1624851 · BMC bioinformatics · 2006 · 8 claims · 8 setups

  Full-text index only

  Blossoc scores the perfect phylogenetic tree spanning the largest compatible region around each marker as a decision tree for case/control status to detect association

  coalescent-simulated artificial empirical same perfect-phylogeny hapminer haplotype

• Application of ecotoxicogenomics for studying endocrine disruption in vertebrates and invertebrates.

  PMID 16818254 · PMC1874166 · Environmental health perspectives · 2006 · 8 claims · 8 setups

  Full-text index only

  Estrogen-responsive genes in mouse uterus are induced in a dose-dependent, ER-α-dependent manner, as shown by loss of induction in ER-α knockout mice.

  reproductive american xenopus fundulus cdna receptor developmental

• The jewels of our genome: the search for the genomic changes underlying the evolutionarily unique capacities of the human brain.

  PMID 16733552 · PMC1464830 · PLoS genetics · 2006 · 8 claims · 7 setups

  Full-text index only

  Human and chimp genomes differ by ~35 million single nucleotide substitutions, corresponding to ~1.06% divergence after removing polymorphic sites

  chimpanzee chimp population non-human genome snp high-density

• Genome-wide survey for biologically functional pseudogenes.

  PMID 16680195 · PMC1456316 · PLoS computational biology · 2006 · 8 claims · 6 setups

  Full-text index only

  A subset of ancient, cross-species-conserved pseudogenes (30 of 1,453 candidate quartets) show evidence consistent with retained biological function

  human-mouse chimpanzee cross-species maximum-likelihood synteny

• Reference based annotation with GeneMapper.

  PMID 16600017 · PMC1557983 · Genome biology · 2006 · 7 claims · 6 setups

  Full-text index only

  GeneMapper transfers reference gene annotations to target genomes with higher accuracy than GeneWise and Projector

  orthologous human-mouse chicken encode reference-based multi-species reciprocal

• Functional genomics of early cortex patterning.

  PMID 16515721 · PMC1431711 · Genome biology · 2006 · 7 claims · 6 setups

  Full-text index only

  The neocortical protomap is established as continuous rostro-caudal gradients of gene expression in progenitor cells, not discrete compartments

  neocortex embryonic fgfr1-mutant cortex oligonucleotide situ microarray