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).

• Optimal step length EM algorithm (OSLEM) for the estimation of haplotype frequency and its application in lipoprotein lipase genotyping.

  PMID 12529185 · PMC149347 · BMC bioinformatics · 2003 · 5 claims · 4 setups

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  OSLEM (Optimal Step Length EM), which approximates an optimal step length via a fixed-point search (D_N = D_{N-1} + λ(D_preN - D_{N-1})), runs about twice as fast as standard EM while producing the same haplotype frequency estimates.

  real tailored blood algorithm snp

• CellFishing.jl: an ultrafast and scalable cell search method for single-cell RNA sequencing.

  PMID 30744683 · PMC6371477 · Genome biology · 2019 · 8 claims · 5 setups

  Has reproduction · 97

  CellFishing.jl achieves accuracy comparable to state-of-the-art software (scmap-cell) but is markedly faster

  scrna-seq shekhar2016 svd lsh hamming

• SNP haplotype tagging from DNA pools of two individuals.

  PMID 12709267 · PMC156884 · BMC bioinformatics · 2003 · 8 claims · 3 setups

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  An algorithm can reconstruct haplotypes from pools of two individuals' DNA under very general conditions, without requiring Hardy-Weinberg equilibrium.

  add2 pooling computational exhaustive

• Software JimenaE allows efficient dynamic simulations of Boolean networks, centrality and system state analysis.

  PMID 36725967 · PMC9892028 · Scientific reports · 2023 · 8 claims · 4 setups

  Has reproduction · 74

  JimenaE performs systematic, exhaustive calculation of all network system states rather than the heuristic approach used by SQUAD.

  mesenchymal arabidopsis dendritic comparison boolean dynamical network

• Comprehensive search for intra- and inter-specific sequence polymorphisms among coding envelope genes of retroviral origin found in the human genome: genes and pseudogenes.

  PMID 16150157 · PMC1236922 · BMC genomics · 2005 · 8 claims · 5 setups

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  HERV-W (envW) and HERV-FRD (envFRD) envelope genes, both specifically expressed in placenta, show strong sequence conservation with only two nonsynonymous SNPs identified across 91 individuals

  genomic genotype 293t pcr-amplified pcr haplotype cell-cell

• Characterisation of the genomic architecture of human chromosome 17q and evaluation of different methods for haplotype block definition.

  PMID 15850495 · PMC1090572 · BMC genetics · 2005 · 8 claims · 6 setups

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  Haplotype block definitions based on LD measures (Definitions 1, 2, 3, 5) produce fewer, shorter blocks with limited sequence coverage compared to the haplotype diversity-based method (Definition 4)

  unrelated same snps haplotype snp haplotype pairwise

• 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

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  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

• Rapid detection and curation of conserved DNA via enhanced-BLAT and EvoPrinterHD analysis.

  PMID 18307801 · PMC2268679 · BMC genomics · 2008 · 8 claims · 8 setups

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  eBLAT detects up to 75% more conserved bases than original BLAT alignments, with the largest gains between evolutionarily distant orthologs

  drosophila caenorhabditis xenopus five pairwise evoprint comparison

• DeepRNA-Reg: a deep-learning based approach for comparative analysis of CLIP experiments.

  PMID 41055236 · PMC12505516 · RNA biology · 2025 · 8 claims · 5 setups

  Has reproduction · 100

  DeepRNA-Reg, a recurrent neural network-based algorithm, provides a superior prediction set for differential HITS-CLIP analysis compared to dCLIP.

  dgcr8 mir-23 predicted ago2 gene flow

• A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus.

  PMID 18631455 · PMC2727981 · Immunity · 2008 · 7 claims · 8 setups

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  Transcriptional modules constructed from coordinately expressed genes across 8 diseases form stable, biologically coherent functional units

  pbmc genes monocytes original microarray literature stimulation

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference-profile-free deconvolution method that incorporates molecular subtyping directly into the deconvolution process, outputting cohort-level cancer subtype and stromal reference profiles rather than per-individual profiles

  tcga simulated muscle-invasive ccrcc computational simulation-based deconvolution

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 83

  CHCT, a two-tier hierarchical classification tool built from methylation data, accurately classifies primary cancer type across 30 cancer types.

  tumor clinical methylation clustered methylation unsupervised anova

• An evaluation of the performance of tag SNPs derived from HapMap in a Caucasian population.

  PMID 16532062 · PMC1391920 · PLoS genetics · 2006 · 8 claims · 5 setups

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  CEU HapMap-derived tSNPs capture most of the genetic variation observed in the Estonian (EGP) population sample

  individuals hapmap egp snp tag median-joining

• Effect of read-mapping biases on detecting allele-specific expression from RNA-sequencing data.

  PMID 19808877 · PMC2788925 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 6 setups

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  Reads mapped to the reference genome show a significant bias toward the reference allele at heterozygous SNPs

  lymphoblastoid simulated hapmap genes rna-seq read-mapping eqtl

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• A new method for 2D gel spot alignment: application to the analysis of large sample sets in clinical proteomics.

  PMID 18957120 · PMC2628390 · BMC bioinformatics · 2008 · 8 claims · 2 setups

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  Sili2DGel represents recursive gel matching results as a weighted undirected graph and identifies SAP by finding cliques and pseudocliques (dense subgraphs) after edge-weight filtering, strength-metric-based graph reduction, and cluster refinement.

  urine matching gel graph-theoretic

• Inferring a spatial code of cell-cell interactions across a whole animal body.

  PMID 36395331 · PMC9714814 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 90

  cell2cell computes cell-cell interaction (CCI) potential using a novel modified Bray-Curtis score based on complementary coexpression of ligand-receptor pairs between cells

  elegans computational single-cell random genetic

• Similarities and differences in genome-wide expression data of six organisms.

  PMID 14737187 · PMC300882 · PLoS biology · 2004 · 8 claims · 8 setups

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  Coexpression of functionally related genes is frequently conserved across evolutionarily distant organisms

  saccharomyces caenorhabditis escherichia arabidopsis genome-wide large-scale developmental

• Mutation screening and haplotype analysis of the rhodopsin gene locus in Japanese patients with retinitis pigmentosa.

  PMID 17653048 · PMC2776539 · Molecular vision · 2007 · 8 claims · 4 setups

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  No RP patient among 68 Japanese subjects carried a RHO mutation causing an amino acid substitution

  blood-derived genomic chromosomes rho whole-locus pcr haplotype

• Efficient algorithms for probing the RNA mutation landscape.

  PMID 18688270 · PMC2475669 · PLoS computational biology · 2008 · 8 claims · 4 setups

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  RNAmutants generalizes McCaskill's partition function algorithm to sum over the grand canonical ensemble of all secondary structures of all k-point mutants, simultaneously computing MFE(k) and Z(k) for each k

  element hepatitis hiv utr partition deleterious mutation