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).

• Vector algebra in the analysis of genome-wide expression data.

  PMID 11897023 · PMC88809 · Genome biology · 2002 · 8 claims · 6 setups

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  The angle θ between expression (experiment) vectors is the geometric counterpart of the Pearson correlation coefficient r, providing a rigorous measure of similarity between profiles.

  saccharomyces microarray

• Single cell snapshot analyses under proper representation reveal that epithelial-mesenchymal transition couples at G1 and G2/M.

  PMID 41611829 · PMC12894973 · Communications biology · 2026 · 7 claims · 8 setups

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  TGF-β induced EMT in MCF10A cells follows two broad paths that arise from coupling between cell cycle and EMT at either the G1 or G2/M phase

  mcf10a scrna-seq vector pseudotime

• Prediction of candidate primary immunodeficiency disease genes using a support vector machine learning approach.

  PMID 19801557 · PMC2780952 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2009 · 6 claims · 3 setups

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  An SVM trained on 69 binary features of known PID genes can accurately classify PID vs non-PID genes and predict novel candidate PID genes

  genome training svm support leave-one-out sensitivity

• Characterization of the Schistosoma transcriptome opens up the world of helminth genomics.

  PMID 14709167 · PMC395727 · Genome biology · 2003 · 8 claims · 5 setups

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  Near-complete transcriptome complements have now been described for S. japonicum and S. mansoni

  japonicum mansoni est blastx functional

• 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

• Double-strand breaks in the myotonic dystrophy type 1 and the fragile X syndrome triplet repeat sequences induce different types of mutations in DNA flanking sequences in Escherichia coli.

  PMID 17012280 · PMC1636463 · Nucleic acids research · 2006 · 7 claims · 5 setups

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  DSBs induced at the TRS/vector junction (EcoRV site) generate numerous mutagenic events in flanking sequences, whereas DSBs within the repeat tract (EcoRI site) produce no such mutants

  coli plasmids plasmid white plasmid sequencing non-b

• 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

• scLong: a billion-parameter foundation model for capturing long-range gene context in single-cell transcriptomics.

  PMID 41639087 · PMC12982784 · Nature communications · 2026 · 7 claims · 4 setups

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  scLong performs self-attention across all ~27,874 human genes, including lowly expressed ones, to capture long-range gene dependencies missed by models restricted to highly expressed gene subsets

  million norman self-supervised transcriptional genetic

• Social complexity, life-history and lineage influence the molecular basis of castes in vespid wasps.

  PMID 36828829 · PMC9958023 · Nature communications · 2023 · 8 claims · 7 setups

  Has reproduction · 52

  A shared genetic toolkit of caste-associated genes exists across vespid wasp species spanning different levels of social complexity

  vespid single-copy brain caste-biased bulk orthology principal

• Transcriptional responses to proteotoxic stressors are profoundly diverse and tissue-specific.

  PMID 41619802 · PMC12908066 · Cell stress & chaperones · 2026 · 8 claims · 7 setups

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  Heat shock, HSP90 inhibition, and polyQ aggregation launch fundamentally distinct RNA expression programs rather than a shared stress response.

  muscle q175 striatum gene bulk enrichr principal

• Random amino acid mutations and protein misfolding lead to Shannon limit in sequence-structure communication.

  PMID 18769673 · PMC2518838 · PloS one · 2008 · 8 claims · 6 setups

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  The protein sequence-structure map behaves as a noisy digital communication channel whose capacity C exceeds the transmission rate R for native structures, satisfying Shannon's noisy channel theorem

  chains pdbselect25 same single-domain statistical channel negative

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

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  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• An SVD-based comparison of nine whole eukaryotic genomes supports a coelomate rather than ecdysozoan lineage.

  PMID 15606920 · PMC544558 · BMC bioinformatics · 2004 · 8 claims · 7 setups

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  SVD-based analysis of tetrapeptide frequency vectors can compare whole eukaryotic proteomes without pre-defining orthologs or aligning homologous sites

  predicted nine svd-derived ras svd species bootstrap

• 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

• 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

• Downstream high-speed plasma jet generation as a direct consequence of shock reformation.

  PMID 35105885 · PMC8807623 · Nature communications · 2022 · 7 claims · 6 setups

  Has reproduction · 67

  High-speed downstream jets at Earth's bow shock are generated as a direct consequence of shock reformation.

  earth's mms mms2 upstream in-situ cross-correlation reduced

• Proteomics of the human malaria parasite Plasmodium falciparum.

  PMID 16445353 · PMC2721975 · Expert review of proteomics · 2006 · 8 claims · 8 setups

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  Completion of the P. falciparum genome sequence together with advances in mass spectrometry has enabled large-scale proteomic analysis of the parasite that was previously limited by inability to identify proteins from 2D gels

  falciparum berghei falciparum-infected mudpit lc-ms co-immunoprecipitation

• Genome-wide location analysis and expression studies reveal a role for p110 CUX1 in the activation of DNA replication genes.

  PMID 18003658 · PMC2248751 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  p110 CUX1 is recruited to promoters of cell cycle-related target genes preferentially during S phase

  hela hs578t nih3t3 genomic chap-chip conventional scanning

• Multiplex amplification of all coding sequences within 10 cancer genes by Gene-Collector.

  PMID 17317684 · PMC1874629 · Nucleic acids research · 2007 · 7 claims · 7 setups

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  Gene-Collector is a method for multiplex nucleic acid amplification that specifically circularizes only correctly paired (cognate) PCR primer products on a Collector probe, degrading non-cognate artifacts by exonuclease treatment.

  genomic multiplex circularized circular multiplex probe-guided exonuclease

• Translating genome sequences into biological understanding.

  PMID 12801409 · PMC193614 · Genome biology · 2003 · 8 claims · 7 setups

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  Gene-trap insertional mutagenesis in mouse ES cells (BayGenomics) generates a large resource of cell lines and knockout mice for studying gene expression patterns and function.

  embryonic transfectable drosophila computational gene-trap pooled cross-species