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).

• Improved epigenetic age prediction models by combining sex chromosome and autosomal markers.

  PMID 40665390 · PMC12261677 · Epigenetics & chromatin · 2025 · 7 claims · 5 setups

  Has reproduction · 48

  Combining sex chromosomal DNAm markers with autosomal age-informative markers can produce a high-accuracy age prediction model competitive with autosomal-only models

  blood buffy methylation random spearman

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  170 unique human AFB1 targets were identified by merging ChEMBL, SwissTargetPrediction, and PharmMapper predictions

  afb1 breast training candidate computational bulk weighted

• Foster thy young: enhanced prediction of orphan genes in assembled genomes.

  PMID 34928390 · PMC9023268 · Nucleic acids research · 2022 · 7 claims · 8 setups

  Has reproduction · 84

  Each of the five gene-prediction pipelines under-predicts orphan genes, with detection as low as 11% under one prediction scenario.

  arabidopsis saccharomyces oryza direct braker maker

• What the Phage: a scalable workflow for the identification and analysis of phage sequences.

  PMID 36399058 · PMC9673492 · GigaScience · 2022 · 8 claims · 7 setups

  Has reproduction · 76

  WtP combines 11 tools (14 approaches) for phage prediction in a parallel, containerized Nextflow workflow

  assembled illumina phage-predicted predicted multitool metagenome gene

• A novel sodium bicarbonate cotransporter-like gene in an ancient duplicated region: SLC4A9 at 5q31.

  PMID 11305939 · PMC31480 · Genome biology · 2001 · 8 claims · 8 setups

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  SLC4A9 is a novel human NBC-like gene on chromosome 5q31 encoding a 990-amino-acid, 12-transmembrane-domain protein with high similarity to other sodium bicarbonate cotransporters

  bac kidney genomic marathon genomic cdna pcr

• The truth about mouse, human, worms and yeast.

  PMID 15601543 · PMC3525071 · Human genomics · 2004 · 8 claims · 8 setups

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  Comparing genomes in pairs or larger sets (mouse-human, C. elegans-C. briggsae, multiple Saccharomyces, human-pufferfish, etc.) reveals unsuspected genes and helps eliminate false-positive gene predictions

  mouse-human homo tetraodon region comparative est cross-species

• Pegasys: software for executing and integrating analyses of biological sequences.

  PMID 15096276 · PMC406494 · BMC bioinformatics · 2004 · 8 claims · 7 setups

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  Pegasys is a flexible, modular, customizable software system for executing and integrating heterogeneous biological sequence analysis tools

  eukaryotic formatted genomic input initio sequence gene

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

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  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• Coiled-coil protein composition of 22 proteomes--differences and common themes in subcellular infrastructure and traffic control.

  PMID 16288662 · PMC1322226 · BMC evolutionary biology · 2005 · 7 claims · 5 setups

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  Proteins with extended coiled-coil domains (>250 amino acids) are largely absent from bacterial genomes but present in archaea and eukaryotes.

  proteomes predicted long prokaryotic coiled-coil all-against-all sequence

• Expansion of the BioCyc collection of pathway/genome databases to 160 genomes.

  PMID 16246909 · PMC1266070 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  The BioCyc collection has been expanded to 160 pathway/genome databases (PGDBs) organized into three curation tiers.

  sequenced cmr-derived uniprot cogent computational genome sequence

• Non-EST based prediction of exon skipping and intron retention events using Pfam information.

  PMID 16204458 · PMC1243800 · Nucleic acids research · 2005 · 7 claims · 5 setups

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  A novel ab initio method predicts exon skipping and intron retention events using only Pfam domain annotation, via a Viterbi-like dynamic programming algorithm applied to the Pfam alignment.

  refseq dbest genome pfam initio est comparative

• Phosphorylation states of cell cycle and DNA repair proteins can be altered by the nsSNPs.

  PMID 16111488 · PMC1208866 · BMC cancer · 2005 · 8 claims · 4 setups

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  15 of 89 nsSNPs (16.9%) studied were predicted to abolish or create phosphorylation sites in 14 of 32 proteins (44.0%)

  orthologues repair case-control phosphorylation cross-species database

• PromoterPlot: a graphical display of promoter similarities by pattern recognition.

  PMID 15980503 · PMC1160174 · Nucleic acids research · 2005 · 7 claims · 4 setups

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  PromoterPlot is a web-based tool that displays and processes TransFac transcription factor search results as an interactive SVG page

  under set transcription microarray proteomics

• Comparative gene finding in chicken indicates that we are closing in on the set of multi-exonic widely expressed human genes.

  PMID 15809229 · PMC1074396 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  Comparative gene finding (SGP2) between human and chicken, followed by RT-PCR verification, adds at most ~0.2% new genes to the multi-exonic human gene catalog

  chicken predicted human-chicken cdna comparative blastp pairwise

• Inferring combinatorial regulation of transcription in silico.

  PMID 15647509 · PMC546154 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  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

  upstream monocytes same tfbs microarray permutation

• TRED: a Transcriptional Regulatory Element Database and a platform for in silico gene regulation studies.

  PMID 15608156 · PMC539958 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  TRED is a database collecting both cis-regulatory elements (promoters) and trans-regulatory elements (transcription factor binding/regulation data) with linked access.

  promoter tred-retrieved computational literature relational

• Coverage of whole proteome by structural genomics observed through protein homology modeling database.

  PMID 17146617 · PMC1769342 · Journal of structural and functional genomics · 2006 · 8 claims · 7 setups

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  FAMSBASE, a homology-modeling database of whole-genome ORFs, currently covers about 50% of predicted ORFs (368,724 of 734,193) across 276 genomes with modeled 3D structures.

  orfs predicted modeled representative homology transmembrane intrinsic

• In silico and in vivo splicing analysis of MLH1 and MSH2 missense mutations shows exon- and tissue-specific effects.

  PMID 16995940 · PMC1590028 · BMC genomics · 2006 · 8 claims · 6 setups

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  In silico ESE-prediction algorithms (ESEfinder, RescueESE, PESX) do not reliably predict actual in vivo splicing behavior of missense mutations

  hmlh1 same cos-7 hela ese splice minigene

• JIGSAW, GeneZilla, and GlimmerHMM: puzzling out the features of human genes in the ENCODE regions.

  PMID 16925843 · PMC1810558 · Genome biology · 2006 · 8 claims · 4 setups

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  Adding model states for specific biological features (signal peptides, CpG islands, etc.) to non-comparative GHMM gene finders did little or nothing to enhance predictive accuracy, sometimes reducing it.

  encode genes invertebrate initio comparative training

• Using several pair-wise informant sequences for de novo prediction of alternatively spliced transcripts.

  PMID 16925842 · PMC1810557 · Genome biology · 2006 · 8 claims · 4 setups

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  MARS, an extension of the Twinscan algorithm, uses multiple pairwise informant genomes to predict human alternatively spliced transcripts de novo without expressed sequence information.

  genome tissues novo pairwise rt-pcr