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).

• Genome-wide identification of human functional DNA using a neutral indel model.

  PMID 16410828 · PMC1326222 · PLoS computational biology · 2006 · 8 claims · 8 setups

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  A neutral indel model predicting a geometric distribution of intergap segment (IGS) lengths fits human-mouse ancestral repeat (AR) alignment data excellently

  chromosome human-mouse genome individual whole-genome probabilistic comparative

• Optimized mixed Markov models for motif identification.

  PMID 16749929 · PMC1534070 · BMC bioinformatics · 2006 · 8 claims · 4 setups

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  OMiMa can incorporate more than NNSplice's pairwise dependencies

  simulated regulatory splice biological motif pairwise

• Evolutionary distance estimation and fidelity of pair wise sequence alignment.

  PMID 15840174 · PMC1087827 · BMC bioinformatics · 2005 · 8 claims · 8 setups

  Full-text index only

  Evolutionary distance estimation is relatively unaffected by alignment error as long as 50% or more of homologous sites remain identical between sequences

  simulated simulated sequence indel

• Protein ranking by semi-supervised network propagation.

  PMID 16723003 · PMC1810311 · BMC bioinformatics · 2006 · 8 claims · 5 setups

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  RankProp, a diffusion-based network propagation algorithm on a PSI-BLAST-derived protein similarity network, significantly outperforms local search methods (BLAST/PSI-BLAST) at detecting remote homologs.

  scop similarity same psi-blast rankprop probabilistic

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• Evolutionary sequence analysis of complete eukaryote genomes.

  PMID 15762985 · PMC1274250 · BMC bioinformatics · 2005 · 8 claims · 6 setups

  Full-text index only

  A conservative genome-comparison method (MIA) identifies panorthologs — strict single-copy 1:1 orthologs containing only species divergences, no paralogy — to minimize errors from gene duplication in evolutionary sequence analysis.

  complete panortholog concatenated individual reciprocal sequence neighbor-joining

• Ensembl 2005.

  PMID 15608235 · PMC540092 · Nucleic acids research · 2005 · 8 claims · 4 setups

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  Ensembl's automatic gene build system can flexibly and reliably annotate a wide variety of genomes with limited species-specific evidence.

  chicken genomes vertebrate annotated experimental gene pairwise

• Topological signatures in regulatory network enable phenotypic heterogeneity in small cell lung cancer.

  PMID 33729159 · PMC8012062 · eLife · 2021 · 7 claims · 6 setups

  Has reproduction · 94

  Discrete (Boolean/Ising) and continuous (RACIPE) simulations of the SCLC regulatory network yield similar multistable phenotypic distributions, with four dominant steady states (X1-X4) that map onto experimentally observed SCLC molecular subtypes.

  sclc randomized mutant boolean racipe network

• Emergent dynamics of underlying regulatory network links EMT and androgen receptor-dependent resistance in prostate cancer.

  PMID 36851919 · PMC9957767 · Computational and structural biotechnology journal · 2023 · 8 claims · 7 setups

  Has reproduction · 78

  Simulations of the EMT-AR crosstalk network reveal four possible phenotypes: epithelial-sensitive (ES), epithelial-resistant (ER), mesenchymal-resistant (MR), and mesenchymal-sensitive (MS), with MS occurring rarely

  gene racipe clinical tcga racipe influence principal

• Modeling the amplification dynamics of human Alu retrotransposons.

  PMID 16201008 · PMC1239904 · PLoS computational biology · 2005 · 8 claims · 4 setups

  Full-text index only

  Combining sequence diversity (π) and insertion polymorphism level (IPL) statistics can statistically exclude implausible Alu amplification scenarios and narrow the range of plausible ones for individual subfamilies.

  simulated genome population computer comparative population

• The Proteomic Code: a molecular recognition code for proteins.

  PMID 17999762 · PMC2206014 · Theoretical biology & medical modelling · 2007 · 8 claims · 8 setups

  Full-text index only

  The Proteomic Code is a set of rules by which genetic information is transferred into the physico-chemical properties of amino acids, determining protein-protein interactions and folding; it is part of the redundant Genetic Code.

  anti-peptide sequence exon smooth radioimmunoassay pairwise genome-wide

• Minimal metabolic pathway structure is consistent with associated biomolecular interactions.

  PMID 24987116 · PMC4299494 · Molecular systems biology · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  MinSpan, a mixed-integer linear optimization algorithm, computes the shortest, linearly independent pathways (sparsest basis of the null space of the stoichiometric matrix S) for genome-scale metabolic networks, which convex approaches (extreme pathways, elementary flux modes) cannot do at genome scale.

  simplified genome-scale cerevisiae coli minspan spearman comparative

• GeneSeer: a sage for gene names and genomic resources.

  PMID 16176584 · PMC1266031 · BMC genomics · 2005 · 7 claims · 4 setups

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  GeneSeer aggregates gene name synonyms from GenBank, FlyBase, ExPASy, HUGO, ENSEMBL, UCSC and Gene Ontology into a name-translation database that maps any familiar name to a reference (SOFAR) identifier.

  sofar clusters rnai gene blast sequence shrna

• Assessing the gene space in draft genomes.

  PMID 19042974 · PMC2615622 · Nucleic acids research · 2009 · 6 claims · 7 setups

  Full-text index only

  The proportion of mapped CEGs in a draft genome assembly is a useful metric for describing gene space completeness, complementing N50 and x-fold coverage.

  caenorhabditis toxoplasma homo briggsae cegma blast tblastn

• Ancient adaptive evolution of the primate antiviral DNA-editing enzyme APOBEC3G.

  PMID 15269786 · PMC479043 · PLoS biology · 2004 · 7 claims · 6 setups

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  APOBEC3G has been under strong, recurrent positive selection throughout primate evolution (~33 million years)

  apobec3g pairwise human-chimpanzee apobec1 pcr phylogenetic sliding

• Comparative genomic analysis of prion genes.

  PMID 17199895 · PMC1781936 · BMC genomics · 2007 · 8 claims · 8 setups

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  SPRN and PRNP homologues are present in all vertebrates, whereas PRND is restricted to tetrapods and PRNT is restricted to primates

  vertebrate multi-tissue aligned sprn comparative gene cdna

• The UCSC Genome Browser Database: update 2006.

  PMID 16381938 · PMC1347506 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  The UCSC Genome Browser Database (GBD) provides integrated sequence and annotation data, with web tools (Genome Browser, Table Browser, Proteome Browser, Gene Sorter, BLAT, In Silico PCR) for visualizing and querying genomes of about a dozen vertebrate species and several model organisms.

  dog vertebrate encode genome comparative automated cross-species

• Dissection of multiple sclerosis genetics identifies B and CD4+ T cells as driver cell subsets.

  PMID 35672799 · PMC9175345 · Genome biology · 2022 · 8 claims · 6 setups

  Has reproduction

  CD4 T cells and B cells independently mediate MS GWAS genetic signals through their open chromatin regions, beyond shared regulatory landscapes.

  flow-sorted cd4 gwas bulk ldsc

• Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.

  PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups

  Has reproduction · 87

  TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.

  testseta bprna-new ts-inter individual jaccard pca ensemble

• The stem cell population of the human colon crypt: analysis via methylation patterns.

  PMID 17335343 · PMC1808490 · PLoS computational biology · 2007 · 8 claims · 3 setups

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  A coalescent-based, full probabilistic model with MCMC Bayesian inference provides a more powerful alternative to prior forward-simulation approaches for analyzing methylation pattern data from crypts.

  colon computational simulated bisulfite coalescent posterior