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).

• Differential Gene Expression and Methylation Analysis of Melanoma in TCGA Database to Further Study the Expression Pattern of KYNU in Melanoma.

  PMID 35893303 · PMC9329910 · Journal of personalized medicine · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  Oncogenes MITF, KIT, CDH1, NRAS, AKT1, EGFR, TP53, and CDK4 are elevated while tumor suppressors PTEN, cAMP, and BCL2 are reduced in melanoma

  tcga-skcm melanoma-related intradermal keratinocytes rna-seq kegg copy

• Empirical codon substitution matrix.

  PMID 15927081 · PMC1173088 · BMC bioinformatics · 2005 · 8 claims · 5 setups

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  The authors present the first empirical codon substitution matrix built entirely from alignments of vertebrate coding DNA sequences.

  orthologous million codon same pairwise empirical comparative

• 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

• Much ado about nothing: modeling amino acid replacement with predicted protein structures.

  PMID 42036821 · PMC13171170 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 7 setups

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  AFSM was constructed from over 660,000 structural alignments across ~21,000 proteins (297 InterPro families), following the BLOSUM log-odds methodology.

  proteins balibase pfam cath structural sequence remote

• Flanking p10 contribution and sequence bias in matrix based epitope prediction: revisiting the assumption of independent binding pockets.

  PMID 18925947 · PMC2600787 · BMC structural biology · 2008 · 8 claims · 3 setups

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  The extended matrix PP10 (built from a proline-containing peptide library) shows significant improvement in binding prediction over the original nine-residue matrix P9

  recombinant peptides awcsdealplgsprcd peptide-mhc quantitative x-ray

• SPRINT: a new parallel framework for R.

  PMID 19114001 · PMC2628907 · BMC bioinformatics · 2008 · 8 claims · 1 setups

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  SPRINT is a prototype R framework that wraps parallelised functions, requiring minimal modification to existing sequential R scripts and no parallel programming expertise from the user

  simulated pairwise

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

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  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene

• Nature of protein family signatures: insights from singular value analysis of position-specific scoring matrices.

  PMID 18398479 · PMC2276316 · PloS one · 2008 · 8 claims · 6 setups

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  The first singular component of a PSSM acts to disfavor substitutions, penalizing potentially functionally important residues at conserved sites more severely.

  representative pfam pdb right psi-blast hidden singular

• Commonality of functional annotation: a method for prioritization of candidate genes from genome-wide linkage studies.

  PMID 18263617 · PMC2275105 · Nucleic acids research · 2008 · 8 claims · 7 setups

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  Genes correlated with a common complex trait are more likely to share GO functional annotations than genes not correlated with that trait

  genes candidate simulated alzheimer's genome-wide term null-hypothesis

• Having a BLAST with bioinformatics (and avoiding BLASTphemy).

  PMID 11597340 · PMC138974 · Genome biology · 2001 · 8 claims · 4 setups

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  BLAST is the most widely used tool for searching biological sequences for regions of local similarity

  superfamilies blocks query pairwise phylogenetic sequence heuristic

• Basic and applied biology of the primate reproductive tract--a symposium in honor of the career of Dr Robert M Brenner: introduction and overview.

  PMID 17118166 · PMC1775062 · Reproductive biology and endocrinology : RB&E · 2006 · 8 claims · 6 setups

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  A critical ~36-hour window exists after progesterone withdrawal in macaques during which menstruation can still be blocked by progesterone add-back, after which it becomes inevitable

  ovariectomized baboon endometrium macaque hormone laparoscopic immunohistochemistry

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 8 claims · 7 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial transcriptomic data sets (microarray and RNA-seq), increasing the proportion of annotatable studies from 4% to 33%

  microarray rna-seq aeruginosa mantel manual anova

• Mitochondrial volume fraction and translation duration impact mitochondrial mRNA localization and protein synthesis.

  PMID 32762840 · PMC7413667 · eLife · 2020 · 7 claims · 8 setups

  Has reproduction · 81

  Mitochondrial mRNA localization is necessary and sufficient to increase protein production to levels required during respiratory growth

  cerevisiae live single-molecule single-cell

• Minimal metabolic pathway structure is consistent with associated biomolecular interactions.

  PMID 24987116 · PMC4299494 · Molecular systems biology · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  MinSpan, a mixed-integer linear optimization algorithm, computes the shortest, linearly independent pathways (sparsest basis of the null space of the stoichiometric matrix S) for genome-scale metabolic networks, which convex approaches (extreme pathways, elementary flux modes) cannot do at genome scale.

  simplified genome-scale cerevisiae coli minspan spearman comparative

• Developments in CORG: a gene-centric comparative genomics resource.

  PMID 17135197 · PMC1751536 · Nucleic acids research · 2007 · 7 claims · 4 setups

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  CORG provides pairwise and multiple sequence alignments of upstream promoter regions and whole gene loci across 10 vertebrate species.

  upstream gene overlapping c-fos pairwise sequence comparative

• 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

  Has reproduction · 78

  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

  gene racipe clinical tcga racipe influence principal

• Multi-omics analyses identify mannose phosphate isomerase-centered hypoxia-induced angiogenesis signature in colorectal cancer.

  PMID 41204349 · PMC12595641 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 61

  Twelve HIA-related genes were identified that are transcriptionally activated by HIF1A/HIF2A and functionally implicated in angiogenesis in CRC

  hct116 crc tumor chip-seq bulk single

• Pol II promoter prediction using characteristic 4-mer motifs: a machine learning approach.

  PMID 18834544 · PMC2575220 · BMC bioinformatics · 2008 · 8 claims · 8 setups

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  128 discriminating 4-mer motifs combined with an SVM (RBF kernel, LIBSVM) can distinguish promoter from non-promoter DNA sequences

  plant drosophila promoter same 4-mer tata blast

• Phenotypic categorization of genetic skin diseases reveals new relations between phenotypes, genes and pathways.

  PMID 19744994 · PMC2773259 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 5 setups

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  560 genetic skin diseases can be decomposed into 71 elementary phenotypic features (42 dermatologic, 29 systemic) that combine to represent each disease as a point in a multidimensional phenotype space

  genodermatoses phenotype disease gene-phenotype manual correlation principal

• Estimating the impact of reopening schools on the reproduction number of SARS-CoV-2 in England, using weekly contact survey data.

  PMID 34503493 · PMC8428960 · BMC medicine · 2021 · 8 claims · 6 setups

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  Reopening all schools under lockdown-equivalent conditions would likely substantially increase the reproduction number of SARS-CoV-2

  general england studies longitudinal age-stratified next-generation