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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Systems biology of SNPs.
PMID 16820779 · PMC1681509 · Molecular systems biology · 2006 · 8 claims · 2 setups
Co-sets are groups of enzymatic reactions that are perfectly correlated (correlation coefficient of 1) in a reconstructed metabolic network and represent functional modules.
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Has reproduction · 95
Collisionless relaxation of a disequilibrated current sheet and implications for bifurcated structures.
PMID 34145266 · PMC8213726 · Nature communications · 2021 · 6 claims · 3 setups
Collisionless transitions among four single-particle orbit classes are responsible for the relaxation/equilibration of a disequilibrated current sheet.
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Splicing bioinformatics to biology.
PMID 16732900 · PMC1779529 · Genome biology · 2006 · 8 claims · 8 setups
Mutually exclusive selection of Dscam exon 6 variants is governed by base pairing between a conserved intronic docking site and selector sequences adjacent to each alternative exon.
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Mathematical models in mammalian cell biology.
PMID 18638360 · PMC2530880 · Genome biology · 2008 · 8 claims · 8 setups
A point mutation in the circadian Per2 gene causes familial advanced sleep phase syndrome (FASPS) via a phosphorylation defect that alters PER2 stability and subcellular localization.
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The Universal Protein Resource (UniProt) in 2010.
PMID 19843607 · PMC2808944 · Nucleic acids research · 2010 · 8 claims · 5 setups
UniProt is a centralized, freely accessible, comprehensive knowledgebase of protein sequence and functional annotation maintained by the EBI, SIB and PIR consortium.
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Ensembl 2005.
PMID 15608235 · PMC540092 · Nucleic acids research · 2005 · 8 claims · 4 setups
Ensembl's automatic gene build system can flexibly and reliably annotate a wide variety of genomes with limited species-specific evidence.
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Optimized mixed Markov models for motif identification.
PMID 16749929 · PMC1534070 · BMC bioinformatics · 2006 · 8 claims · 4 setups
OMiMa can incorporate more than NNSplice's pairwise dependencies
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Has reproduction
Advanced Methods for Analyzing in-Situ Observations of Magnetic Reconnection.
PMID 39234211 · PMC11369046 · Space science reviews · 2024 · 7 claims · 8 setups
Collisionless magnetic reconnection in geospace has multi-scale structure: MHD regions (ions and electrons frozen-in), ion diffusion regions (ions demagnetized, electrons magnetized), and electron diffusion regions (both demagnetized, magnetic topology changes).
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Has reproduction · 72
Prediction of prognostic signatures in triple-negative breast cancer based on the differential expression analysis via NanoString nCounter immune panel.
PMID 33138797 · PMC7607642 · BMC cancer · 2020 · 8 claims · 7 setups
edgeR identifies 9 DEGs associated with pCR and 13 DEGs associated with relapse from 579 immune genes in a small TNBC sample set (n=55)
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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 · 53
Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.
PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups
Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)
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Has reproduction · 71
Comprehensive analysis of a novel RNA modifications-related model in the prognostic characterization, immune landscape and drug therapy of bladder cancer.
PMID 37124622 · PMC10131083 · Frontiers in genetics · 2023 · 7 claims · 8 setups
Two distinct RNA modification patterns exist among BCa samples with radically different clinical outcomes and biological characteristics.
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Has reproduction · 87
Forseti: a mechanistic and predictive model of the splicing status of scRNA-seq reads.
PMID 38940130 · PMC11256924 · Bioinformatics (Oxford, England) · 2024 · 7 claims · 5 setups
Forseti is the first probabilistic model for resolving the splicing status of exonic scRNA-seq reads by scoring putative fragments linking read alignments to proximate priming sites
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Has reproduction · 77
SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.
PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 7 claims · 6 setups
SurvConvMixer reformats KEGG Pathways-in-Cancer gene expression values into pathway-level 2D gene expression images and applies a ConvMixer-based model for overall survival prediction
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Has reproduction · 94
Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks.
PMID 35794110 · PMC9258765 · Nature communications · 2022 · 8 claims · 5 setups
Deep learning (FFNN-SS and CNN-CBLV) enables accurate and fast likelihood-free estimation of epidemiological parameters and model selection from phylogenies
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Modeling the amplification dynamics of human Alu retrotransposons.
PMID 16201008 · PMC1239904 · PLoS computational biology · 2005 · 8 claims · 4 setups
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.
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Evolutionary distance estimation and fidelity of pair wise sequence alignment.
PMID 15840174 · PMC1087827 · BMC bioinformatics · 2005 · 8 claims · 8 setups
Evolutionary distance estimation is relatively unaffected by alignment error as long as 50% or more of homologous sites remain identical between sequences
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QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data.
PMID 17341461 · PMC1874617 · Nucleic acids research · 2007 · 8 claims · 7 setups
QuantiSNP (OB-HMM) provides probabilistic quantification of copy number states and significantly improves accuracy of segmental aneuploidy identification and breakpoint mapping relative to existing tools (BeadStudio/Illumina)
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Synonymous substitution rates predict HIV disease progression as a result of underlying replication dynamics.
PMID 17305421 · PMC1797821 · PLoS computational biology · 2007 · 8 claims · 8 setups
The synonymous substitution rate (dS) of HIV env is strongly correlated with disease progression parameters (progression time, CD4+ decline rate, viral load increase rate), unlike the nonsynonymous rate (dN).
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Assessing the gene space in draft genomes.
PMID 19042974 · PMC2615622 · Nucleic acids research · 2009 · 6 claims · 7 setups
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.