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).

• Pol II promoter prediction using characteristic 4-mer motifs: a machine learning approach.

  PMID 18834544 · PMC2575220 · BMC bioinformatics · 2008 · 8 claims · 8 setups

  Full-text index only

  128 discriminating 4-mer motifs combined with an SVM (RBF kernel, LIBSVM) can distinguish promoter from non-promoter DNA sequences

  plant drosophila promoter same 4-mer tata blast

• CanPredict: a computational tool for predicting cancer-associated missense mutations.

  PMID 17537827 · PMC1933186 · Nucleic acids research · 2007 · 8 claims · 7 setups

  Full-text index only

  CanPredict is a web application providing public access to a random forest classifier that combines SIFT, LogR.E-value, and GOSS scores to predict whether a missense mutation is cancer-associated

  missense observed sjoblom refseq cross-validation recurrence comparative

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

  Full-text index only

  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• SNP-VISTA: an interactive SNP visualization tool.

  PMID 16336665 · PMC1325058 · BMC bioinformatics · 2005 · 7 claims · 3 setups

  Full-text index only

  SNP-VISTA is an interactive Java-based visualization tool with two versions, GeneSNP-VISTA and EcoSNP-VISTA, for exploring large-scale SNP datasets

  abo homologous acid snp multi-species blast-based

• Evolutionarily conserved and diverged alternative splicing events show different expression and functional profiles.

  PMID 16195578 · PMC1240112 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  Alternative splices in 10,818 human-mouse gene pairs can be classified as conserved, novel, or diverged based on genomic and transcript-level cross-species comparison.

  orthologous diverse tissues gene comparative est microarray

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

  Full-text index only

  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene

• MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.

  PMID 17553836 · PMC1933124 · Nucleic acids research · 2007 · 8 claims · 8 setups

  Full-text index only

  A hybrid feature combining local contiguous triplet structure-sequence composition, MFE of the secondary structure, and P-value of a randomization test improves classification of real vs pseudo pre-miRNAs

  real combined pre-mirna training random independent repeated

• Information extraction from full text scientific articles: where are the keywords?

  PMID 12775220 · PMC166134 · BMC bioinformatics · 2003 · 8 claims · 5 setups

  Full-text index only

  The keyword content of the five article sections (A, I, M, R, D) is heterogeneous, i.e., different sections carry different kinds of information.

  corpus same articles keyword validation qualitative

• SNAP: predict effect of non-synonymous polymorphisms on function.

  PMID 17526529 · PMC1920242 · Nucleic acids research · 2007 · 7 claims · 8 setups

  Full-text index only

  SNAP, a neural network-based method using sequence-derived information, predicts whether a non-synonymous SNP is neutral or non-neutral for protein function

  combined escherichia bacteriophage hiv-1 neural benchmark comparative

• Distribution and effects of nonsense polymorphisms in human genes.

  PMID 18852891 · PMC2561068 · PloS one · 2008 · 8 claims · 8 setups

  Full-text index only

  Nonsense SNPs occur at a lower density than nonsynonymous SNPs, indicating stronger purifying selection against premature stop codons than amino acid changes.

  genome genes nonsense snps genome-wide snp codon

• Large-scale analysis of human alternative protein isoforms: pattern classification and correlation with subcellular localization signals.

  PMID 15860772 · PMC1087780 · Nucleic acids research · 2005 · 8 claims · 8 setups

  Full-text index only

  Constructed a large-scale dataset of 6876 human alternative protein isoforms from 2624 genes by combining H-Invitational full-length cDNA data and SwissProt VARSPLIC entries

  full-length alternative refseq genome pairwise mitochondrial signal

• Combinatorial Mismatch Scan (CMS) for loci associated with dementia in the Amish.

  PMID 16515697 · PMC1448207 · BMC medical genetics · 2006 · 8 claims · 7 setups

  Full-text index only

  CMS compares IBS allele/genotype sharing between distantly related (beyond grandparental) affected and unaffected individuals from founder populations to detect disease loci while reducing confounding from population stratification and genetic heterogeneity.

  amish unrelated same overall microsatellite combinatorial permutation

• Association study of T102C 5-HT(2A) polymorphism in schizophrenic patients: diagnosis, psychopathology, and suicidal behavior.

  PMID 17506229 · PMC3181846 · Dialogues in clinical neuroscience · 2007 · 7 claims · 4 setups

  Full-text index only

  The T102C 5-HT2A genotype/allele frequencies were not associated with suicide attempt history or suicide attempt characteristics (lethality, violence) in schizophrenic patients.

  lymphocyte schizophrenic pcr-rflp structured brief

• 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

• Systematic benchmarking of tools for CpG methylation detection from nanopore sequencing.

  PMID 34103501 · PMC8187371 · Nature communications · 2021 · 8 claims · 6 setups

  Has reproduction · 99

  Existing Nanopore methylation detection tools present a tradeoff between false positives and false negatives and show high dispersion relative to expected methylation frequency values.

  coli individual lymphoblastoid na12878 nanopore per-read consensus

• A whole genome duplication drives the genome evolution of Phytophthora betacei, a closely related species to Phytophthora infestans.

  PMID 34740326 · PMC8571832 · BMC genomics · 2021 · 8 claims · 7 setups

  Has reproduction · 95

  P. betacei P8084 has the largest sequenced genome in the Phytophthora genus (270 Mb)

  betacei predicted genome k-mer busco

• Mitochondrial diversity within modern human populations.

  PMID 17439969 · PMC1888801 · Nucleic acids research · 2007 · 8 claims · 5 setups

  Full-text index only

  Modern humans show extremely low divergence from the mitochondrial consensus sequence, differing on average by only 21.6 nucleotide sites

  full-length mitochondrial mtdna additional sequence site-by-site regional

• Genetic variation in an individual human exome.

  PMID 18704161 · PMC2493042 · PLoS genetics · 2008 · 8 claims · 7 setups

  Full-text index only

  The ~12,500 nonsilent coding variants in the HuRef exome can be reduced ~8-fold to a set of ~1,600 variants most likely to affect protein function.

  huref genes subset whole-genome allele functional

• Widespread ultraconservation divergence in primates.

  PMID 18492662 · PMC2464743 · Molecular biology and evolution · 2008 · 8 claims · 4 setups

  Full-text index only

  The number of UCEs has decreased throughout primate evolution, from ~1,000 in ancestral primates to 635 in modern humans.

  hg18 genome genes computed comparative snp gene

• Decision forest analysis of 61 single nucleotide polymorphisms in a case-control study of esophageal cancer; a novel method.

  PMID 16026601 · PMC1637030 · BMC bioinformatics · 2005 · 8 claims · 2 setups

  Full-text index only

  DF-SNPs, a novel adaptation of the Decision Forest method, can classify esophageal cancer cases vs. controls based on SNP genotype data with high concordance, sensitivity, and specificity.

  genomic snp high-throughput decision