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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Has reproduction · 78
annotate_my_genomes: an easy-to-use pipeline to improve genome annotation and uncover neglected genes by hybrid RNA sequencing.
PMID 36472574 · PMC9724561 · GigaScience · 2022 · 7 claims · 8 setups
annotate_my_genomes is an easy-to-use genome-guided pipeline that uses hybrid (PacBio+Illumina) assembled transcripts to distinguish coding genes from long non-coding RNAs and reconcile them with prior annotations.
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Has reproduction
Online Learning for Wearable EEG-Based Emotion Classification.
PMID 36904590 · PMC10007607 · Sensors (Basel, Switzerland) · 2023 · 6 claims · 5 setups
A lightweight online-learning pipeline trains subject-specific binary classifiers for Valence and Arousal from a streaming EEG source in real-time.
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Has reproduction · 85
Predicting the pathogenicity of missense variants using features derived from AlphaFold2.
PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups
AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.
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Has reproduction · 96
GC-biased gene conversion conceals the prediction of the nearly neutral theory in avian genomes.
PMID 30616647 · PMC6322265 · Genome biology · 2019 · 8 claims · 6 setups
gBGC conceals the correlation between life-history traits and dN/dS in birds; accounting for it reveals correlations consistent with nearly neutral theory
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Has reproduction · 90
A Decentralized Kidney Transplant Biopsy Classifier for Transplant Rejection Developed Using Genes of the Banff-Human Organ Transplant Panel.
PMID 35619722 · PMC9128066 · Frontiers in immunology · 2022 · 6 claims · 6 setups
A random forest model trained solely on B-HOT panel genes (B-HOT Model) accurately classifies kidney transplant biopsies as NR, ABMR, or TCMR.
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Population carrier frequency of hMSH2 and hMLH1 mutations.
PMID 11104559 · PMC2363440 · British journal of cancer · 2000 · 6 claims · 6 setups
Population carrier frequency of hMSH2/hMLH1 mutations in people aged 15-74 years is estimated at 1:3139 (95% CI 1:1247-1:7626)
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Has reproduction · 64
Starvation-induced transgenerational inheritance of small RNAs in C. elegans.
PMID 25018105 · PMC4377509 · Cell · 2014 · 8 claims · 7 setups
L1 starvation induces changes in endogenous 22G small RNAs (STGs) that are inherited for at least three generations in fed descendants.
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Characterization of the Schistosoma transcriptome opens up the world of helminth genomics.
PMID 14709167 · PMC395727 · Genome biology · 2003 · 8 claims · 5 setups
Near-complete transcriptome complements have now been described for S. japonicum and S. mansoni
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POCUS: mining genomic sequence annotation to predict disease genes.
PMID 14611661 · PMC329128 · Genome biology · 2003 · 8 claims · 6 setups
Genes predisposing to the same disease tend to share functional annotation IDs (GO/InterPro) more than expected by chance
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Science review: searching for gene candidates in acute lung injury.
PMID 15566614 · PMC1065043 · Critical care (London, England) · 2004 · 8 claims · 8 setups
The candidate gene approach combined with an ortholog gene database and gene ontology analysis identifies ALI candidate genes, with blood coagulation and inflammation ontologies most highly represented
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Iterative class discovery and feature selection using Minimal Spanning Trees.
PMID 15355552 · PMC520744 · BMC bioinformatics · 2004 · 7 claims · 5 setups
Iterating between MST-based clustering and t-statistic feature selection removes noise genes step-wise while sharpening the sample clustering
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Absence of the TAP2 human recombination hotspot in chimpanzees.
PMID 15208713 · PMC423135 · PLoS biology · 2004 · 6 claims · 7 setups
The human TAP2 recombination hotspot is absent from the homologous region in western chimpanzees.
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Has reproduction · 44
Detecting DNA modifications from SMRT sequencing data by modeling sequence context dependence of polymerase kinetic.
PMID 23516341 · PMC3597545 · PLoS computational biology · 2013 · 8 claims · 7 setups
Local sequence context strongly determines position-specific polymerase kinetic rate: roughly 80% of IPD variation is explained by a 10 bp context (7 bases upstream, 2 bases downstream of the incorporation site), saturating at 7 bases upstream.
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Has reproduction · 85
An extensive evaluation of read trimming effects on Illumina NGS data analysis.
PMID 24376861 · PMC3871669 · PloS one · 2013 · 8 claims · 8 setups
Read trimming increases the quality and reliability of downstream NGS analyses (RNA-Seq mapping, SNP identification, genome assembly) while reducing execution time and computational resources.
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SNPdetector: a software tool for sensitive and accurate SNP detection.
PMID 16261194 · PMC1274293 · PLoS computational biology · 2005 · 7 claims · 7 setups
SNPdetector, which models human visual inspection of sequencing traces, achieves low false positive and false negative rates in automated SNP and mutation detection
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Effects of DNA mass on multiple displacement whole genome amplification and genotyping performance.
PMID 16168060 · PMC1249558 · BMC biotechnology · 2005 · 8 claims · 6 setups
Increased gDNA input into the MDA WGA reaction increases the proportion of double-stranded and human-specific PCR-amplifiable wgaDNA and improves genotyping performance.
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Large-scale structural analysis of the core promoter in mammalian and plant genomes.
PMID 16049029 · PMC1181242 · Nucleic acids research · 2005 · 8 claims · 7 setups
DNA encodes at least two independent levels of functional information: protein/TF-binding sequence information and physical/structural properties of the molecule itself.
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Investigating hookworm genomes by comparative analysis of two Ancylostoma species.
PMID 15854223 · PMC1112591 · BMC genomics · 2005 · 8 claims · 8 setups
Nearly 20,000 ESTs from 7 cDNA libraries define nearly 7,000 hookworm genes across A. caninum and A. ceylanicum
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Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments.
PMID 15850479 · PMC1127068 · BMC bioinformatics · 2005 · 8 claims · 8 setups
A step-down quadratic regression method (fitting quadratic, then linear, then null models per gene) identifies differentially expressed genes and classifies them into 9 temporal expression patterns using continuous time information.
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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
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)