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).
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Inferring combinatorial regulation of transcription in silico.
PMID 15647509 · PMC546154 · Nucleic acids research · 2005 · 8 claims · 5 setups
Combining Cluster-Buster (TFBS cluster prediction) with GOSSIP (rigorous GO enrichment statistics with multiple-testing/FDR correction) predicts biological functions controlled by combinatorial transcription factor action, without prior knowledge of factor targets
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Has reproduction · 78
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
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
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Has reproduction · 81
Mitochondrial volume fraction and translation duration impact mitochondrial mRNA localization and protein synthesis.
PMID 32762840 · PMC7413667 · eLife · 2020 · 8 claims · 8 setups
mRNA localization to mitochondria is condition-dependent: ATP3 mRNA switches from low (diffuse) association in fermentative conditions to strong mitochondrial association in respiratory conditions, while TIM50 is constitutively localized and TOM22 is diffuse.
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Has reproduction · 54
Population structure analysis of Salmonella serovar Muenchen to redefine geno-serotyping using genome indexing approaches.
PMID 41743541 · PMC12929376 · Frontiers in microbiology · 2025 · 6 claims · 6 setups
Integrating genome-indexing (bettercallsal, DNA sketching + genome proximity) with SeqSero2 yields complementary serovar calls that improve discrimination of genomically distinct but antigenically similar serovars while retaining historical nomenclature
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Has reproduction · 53
spliceJAC: transition genes and state-specific gene regulation from single-cell transcriptome data.
PMID 36321549 · PMC9627675 · Molecular systems biology · 2022 · 8 claims · 6 setups
spliceJAC quantifies multivariate mRNA splicing from unspliced/spliced count matrices to construct cell state-specific gene-gene (Jacobian) interaction matrices.
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Has reproduction · 95
A systems-level analysis of the mutually antagonistic roles of RKIP and BACH1 in dynamics of cancer cell plasticity.
PMID 37963558 · PMC10645512 · Journal of the Royal Society, Interface · 2023 · 8 claims · 7 setups
RKIP and BACH1 are negatively correlated with each other across most cancer types in TCGA
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Aberrant 5' splice sites in human disease genes: mutation pattern, nucleotide structure and comparison of computational tools that predict their utilization.
PMID 17576681 · PMC1934990 · Nucleic acids research · 2007 · 8 claims · 4 setups
Cryptic 5'ss are best predicted by computational algorithms that accommodate nucleotide dependencies (e.g., Markov model, maximum entropy, maximum dependence decomposition) rather than by weight-matrix models
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Motif discovery in promoters of genes co-localized and co-expressed during myeloid cells differentiation.
PMID 19059999 · PMC2632922 · Nucleic acids research · 2009 · 6 claims · 8 setups
A novel multi-step computational method (built on approximate pattern enumeration, binomial over-representation scoring with FDR correction, and k-medoids clustering) can identify over-represented motifs in a selected set of promoters relative to a background promoter set.
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Common variants in FLNB/CRTAP, not ARHGEF3 at 3p, are associated with osteoporosis in southern Chinese women.
PMID 19727905 · PMC2946578 · Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2010 · 7 claims · 6 setups
Multiple SNPs and haplotypes in FLNB are significantly associated with BMD at lumbar spine, femoral neck, and total hip
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Computational approaches for predicting the biological effect of p53 missense mutations: a comparison of three sequence analysis based methods.
PMID 16522644 · PMC1390679 · Nucleic acids research · 2006 · 7 claims · 6 setups
Align-GVGD predicts loss of transactivation activity with high specificity (~88%) but lower sensitivity (67.9-71.2%) for neutral mutants
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A clustering property of highly-degenerate transcription factor binding sites in the mammalian genome.
PMID 16670430 · PMC1456330 · Nucleic acids research · 2006 · 8 claims · 7 setups
Highly-degenerate RE1 sites are significantly enriched in promoters of validated and putative REST target genes compared to control promoters
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Has reproduction · 76
Bayesian prediction of microbial oxygen requirement.
PMID 26913185 · PMC4743139 · F1000Research · 2013 · 7 claims · 8 setups
A naive Bayesian classifier based on presence/absence of class-associated Pfam-A domains can distinguish three oxygen requirement classes (aerobe, anaerobe, facultative anaerobe) from genome sequence, unlike prior studies that only made pairwise distinctions.
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High-throughput chromatin information enables accurate tissue-specific prediction of transcription factor binding sites.
PMID 18988630 · PMC2662491 · Nucleic acids research · 2009 · 8 claims · 8 setups
Incorporating H3K4me3 chromatin modification estimates greatly improves the accuracy of in silico prediction of in vivo TF binding for a wide range of TFs in human and mouse
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Has reproduction · 67
Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.
PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups
The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions
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Has reproduction · 83
Hobbes: optimized gram-based methods for efficient read alignment.
PMID 22199254 · PMC3315303 · Nucleic acids research · 2012 · 8 claims · 4 setups
Hobbes, a gram-based short-read mapper supporting Hamming and edit distance, is faster than all other read-mapping programs tested while maintaining high mapping quality.
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Information-based methods for predicting gene function from systematic gene knock-downs.
PMID 18959798 · PMC2596148 · BMC bioinformatics · 2008 · 8 claims · 4 setups
Information-based metrics, which incorporate a phenotype's genomic frequency, outperform non-information-based metrics for detecting gene-gene functional similarity from phenotypic knock-down profiles.
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miRGen 2.0: a database of microRNA genomic information and regulation.
PMID 19850714 · PMC2808909 · Nucleic acids research · 2010 · 7 claims · 6 setups
miRGen 2.0 is a database providing comprehensive information about the genomic position of human and mouse microRNA coding transcripts and their regulation by transcription factors