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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PrimerZ: streamlined primer design for promoters, exons and human SNPs.
PMID 17537812 · PMC1933185 · Nucleic acids research · 2007 · 6 claims · 3 setups
PrimerZ automates primer design for gene promoters, exons, and human SNPs by integrating Ensembl sequence retrieval with Primer3 design in a single web workflow
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Has reproduction · 67
Comparison of Metagenomics and Metatranscriptomics Tools: A Guide to Making the Right Choice.
PMID 36553546 · PMC9777648 · Genes · 2022 · 8 claims · 1 setups
16S rRNA gene sequencing enables taxonomic identification of bacteria/archaea via hypervariable regions without amplifying human DNA, but is limited by short-read biases (GC bias, sequencing errors) and poor species-level resolution
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MutScreener: primer design tool for PCR-direct sequencing.
PMID 16845093 · PMC1538803 · Nucleic acids research · 2006 · 8 claims · 4 setups
MutScreener is a web-based application that automates PCR-direct sequencing assay design by annotating gene structure and designing PCR and sequencing primers.
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Gene Prospector: an evidence gateway for evaluating potential susceptibility genes and interacting risk factors for human diseases.
PMID 19063745 · PMC2613935 · BMC bioinformatics · 2008 · 8 claims · 5 setups
Gene Prospector is a Web-based application that selects and prioritizes potential disease-related genes using a curated, updated literature database of genetic association studies
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GeneAlign: a coding exon prediction tool based on phylogenetical comparisons.
PMID 16845010 · PMC1538901 · Nucleic acids research · 2006 · 8 claims · 5 setups
GeneAlign predicts coding exons by using signal detection (GeneSplicer/WMM) combined with CORAL, a heuristic linear-time alignment tool, to align candidate signal-flanked regions against annotated exons of a homologous organism's genes
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How many human genes can be defined as housekeeping with current expression data?
PMID 18416810 · PMC2396180 · BMC genomics · 2008 · 8 claims · 4 setups
Current EST and microarray transcriptome sampling is far from saturated, limiting gene detectability and understanding of tissue-specific expression
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GeneKeyDB: a lightweight, gene-centric, relational database to support data mining environments.
PMID 15790402 · PMC1274265 · BMC bioinformatics · 2005 · 8 claims · 6 setups
GeneKeyDB is a lightweight, gene-centric relational database that supports data mining and integration with computational analysis tools.
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Exogean: a framework for annotating protein-coding genes in eukaryotic genomic DNA.
PMID 16925841 · PMC1810556 · Genome biology · 2006 · 8 claims · 5 setups
Exogean is a framework using directed acyclic coloured multigraphs (DACMs) to represent biological objects (mRNA, ESTs, protein alignments, exons) and iteratively combine them into complex protein-coding transcript models.
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EGASP: the human ENCODE Genome Annotation Assessment Project.
PMID 16925836 · PMC1810551 · Genome biology · 2006 · 8 claims · 6 setups
Best-performing computational gene prediction methods correctly predict at least one transcript for close to 70% of annotated genes in the ENCODE regions.
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Automatic annotation of eukaryotic genes, pseudogenes and promoters.
PMID 16925832 · PMC1810547 · Genome biology · 2006 · 8 claims · 6 setups
Fgenesh++ gene prediction pipeline identifies 91% of coding nucleotides with 90% specificity
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AUGUSTUS at EGASP: using EST, protein and genomic alignments for improved gene prediction in the human genome.
PMID 16925833 · PMC1810548 · Genome biology · 2006 · 8 claims · 5 setups
AUGUSTUS predicted significantly more genes correctly than any other ab initio program in EGASP
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Ensembl 2006.
PMID 16381931 · PMC1347495 · Nucleic acids research · 2006 · 8 claims · 5 setups
Ensembl now provides annotation for 19 genomes, up from 4 the previous year, including new mammalian (Rhesus macaque, Opossum), chordate (Ciona intestinalis), and yeast genomes.
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Performance assessment of promoter predictions on ENCODE regions in the EGASP experiment.
PMID 16925837 · PMC1810552 · Genome biology · 2006 · 6 claims · 3 setups
Promoter predictors that combine promoter prediction with gene prediction (N-SCAN, Fprom) achieve better performance than pure ab initio promoter predictors, mainly by reducing the promoter search space and false positives
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Has reproduction · 68
Cell-type annotation with accurate unseen cell-type identification using multiple references.
PMID 37379341 · PMC10335708 · PLoS computational biology · 2023 · 8 claims · 4 setups
mtANN integrates multiple reference datasets and eight gene selection methods via ensemble learning (multiple deep classification models + majority voting) to improve cell-type annotation accuracy
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Has reproduction · 84
Pharokka: a fast scalable bacteriophage annotation tool.
PMID 36453861 · PMC9805569 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 5 setups
Pharokka is a one-line, fast, scalable bacteriophage annotation tool producing standards-compliant outputs, installable via a two-line bioconda command
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Using ESTs to improve the accuracy of de novo gene prediction.
PMID 16817966 · PMC1534067 · BMC bioinformatics · 2006 · 8 claims · 8 setups
TWINSCAN_EST combines EST alignments with TWINSCAN via a trainable 'ESTseq' representation and improves exact gene structure prediction accuracy on the whole C. elegans genome
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Has reproduction · 85
Digital sorting of complex tissues for cell type-specific gene expression profiles.
PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups
The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.
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Functional annotation and identification of candidate disease genes by computational analysis of normal tissue gene expression data.
PMID 18560577 · PMC2409962 · PloS one · 2008 · 7 claims · 5 setups
Ranked Coexpression Groups (RCG) built from k=6 nearest coexpressed genes, combined with a majority-rule functional characterization, integrate multiple datasets/coexpression measures to generate high-confidence functional annotation predictions
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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 · 51
SGCP: a spectral self-learning method for clustering genes in co-expression networks.
PMID 38956463 · PMC11221046 · BMC bioinformatics · 2024 · 7 claims · 4 setups
SGCP, a spectral self-learning method, yields gene co-expression modules with higher GO enrichment than WGCNA, CoExpNets, and CEMiTool across 12 real gene expression datasets.