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).

• A modified T-test feature selection method and its application on the HapMap genotype data.

  PMID 18267305 · PMC5054219 · Genomics, proteomics & bioinformatics · 2007 · 7 claims · 4 setups

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  A modified t-test ranking measure, extended to handle nominal SNP genotype data via vector transformation, can effectively rank SNPs by their discriminative capability for population classification.

  hapmap modified f-statistics informativeness

• SePaCS--a web-based application for classification of seroreactivity profiles.

  PMID 17478503 · PMC1933220 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  SePaCS is a freely available web-based tool that trains and applies multiple classification methods (4 Naive Bayes variants, SVM with RBF kernel, LDA, DLDA) to seroreactivity profiles and outputs results as a summary table plus a detailed PDF report

  blood computational seroreactivity supervised mutual

• Random amino acid mutations and protein misfolding lead to Shannon limit in sequence-structure communication.

  PMID 18769673 · PMC2518838 · PloS one · 2008 · 8 claims · 6 setups

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  The protein sequence-structure map behaves as a noisy digital communication channel whose capacity C exceeds the transmission rate R for native structures, satisfying Shannon's noisy channel theorem

  chains pdbselect25 same single-domain statistical channel negative

• Constitutional genetic variation at the human aromatase gene (Cyp19) and breast cancer risk.

  PMID 10027313 · PMC2362434 · British journal of cancer · 1999 · 7 claims · 5 setups

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  Allelic distribution of the Cyp19 intron 4 STRP differs significantly between breast cancer cases and controls

  peripheral ceph individuals cases strp genotyping fluorescent

• Prediction of catalytic residues using Support Vector Machine with selected protein sequence and structural properties.

  PMID 16790052 · PMC1534064 · BMC bioinformatics · 2006 · 8 claims · 7 setups

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  The Sequential Minimal Optimization (SMO) SVM algorithm was the best-performing classifier among 26 WEKA classifiers for predicting catalytic residues

  benchmarking same pirsf pdb supervised wrapper sequence

• Improving melanoma classification by integrating genetic and morphologic features.

  PMID 18532874 · PMC2408611 · PLoS medicine · 2008 · 7 claims · 5 setups

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  BRAF-mutant melanomas show distinct morphological features (upward migration and nesting of intraepidermal melanocytes, epidermal thickening, sharper lateral demarcation, larger/rounder/more pigmented tumor cells) compared to non-mutant melanomas

  archival same subset patients histopathological mutation quantitative

• Parsimonious Gene Correlation Network Analysis (PGCNA): a tool to define modular gene co-expression for refined molecular stratification in cancer.

  PMID 30993001 · PMC6459838 · NPJ systems biology and applications · 2019 · 8 claims · 7 setups

  Has reproduction · 71

  Retaining only the top ~3 most correlated edges per gene (EPG3) combined with FastUnfold clustering (termed PGCNA) produces gene co-expression modules with significantly better separation and enrichment of known biology than using all edges or other clustering methods.

  breast colorectal brca representative gene comparative multi-omic

• Capturing genomic signatures of DNA sequence variation using a standard anonymous microarray platform.

  PMID 17000641 · PMC1636412 · Nucleic acids research · 2006 · 8 claims · 6 setups

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  An anonymous SHyP oligonucleotide microarray can capture genomic signatures of DNA sequence variation from any organism, including a previously unsequenced species

  genomic gonystylus subset restriction-digested custom self-self blast

• Exosomal microRNA miR-92a concentration in serum reflects human brown fat activity.

  PMID 27117818 · PMC4853423 · Nature communications · 2016 · 8 claims · 8 setups

  Has reproduction · 97

  Brown and beige adipocytes release exosomes, and thermogenic activation increases exosome release both in vitro and in vivo.

  brown tissues serum exosomes electron exosome mirna

• Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.

  PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups

  Has reproduction · 83

  AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy

  stage patients tumour whole-tumour radiomics bulk cellular

• Comparative genomics of dairy-associated Staphylococcus aureus from selected sub-Saharan African regions reveals milk as reservoir for human-and animal-derived strains and identifies a putative animal-related clade with presumptive novel siderophore.

  PMID 36046020 · PMC9421002 · Frontiers in microbiology · 2022 · 7 claims · 8 setups

  Has reproduction · 89

  Milk serves as a reservoir for both human- and animal-derived S. aureus strains in sub-Saharan Africa

  aureus reduced genome cgmlst comparative

• A catalog of human cDNA expression clones and its application to structural genomics.

  PMID 15345055 · PMC522878 · Genome biology · 2004 · 8 claims · 7 setups

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  A high-throughput screening approach can identify human cDNA clones from the hEx1 library that express soluble protein in E. coli

  hex1 ensembl coli recombinant small-scale tag-sequencing blastp

• Towards alignment independent quantitative assessment of homology detection.

  PMID 17205117 · PMC1762415 · PloS one · 2006 · 8 claims · 6 setups

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  The Fhom Estimator uses the prevalence of a conserved protein feature (X) in two protein sets to estimate the fraction of true homologs among paired proteins, independent of alignment quality.

  curated homologene swiss-prot fruit signalp homologene-based fhom

• Evaluating the performance of Affymetrix SNP Array 6.0 platform with 400 Japanese individuals.

  PMID 18803882 · PMC2566316 · BMC genomics · 2008 · 8 claims · 5 setups

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  About 20% of the 909,622 SNPs on the SNP Array 6.0 are monomorphic in the Japanese population

  genomic japanese reference snp concentration agarose

• Genetic variation in an individual human exome.

  PMID 18704161 · PMC2493042 · PLoS genetics · 2008 · 8 claims · 7 setups

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  The ~12,500 nonsilent coding variants in the HuRef exome can be reduced ~8-fold to a set of ~1,600 variants most likely to affect protein function.

  huref genes subset whole-genome allele functional

• Identification of a PRDM1-regulated T cell network to regulate atherosclerotic plaque inflammation.

  PMID 41039608 · PMC12490039 · Genome medicine · 2025 · 6 claims · 7 setups

  Has reproduction · 100

  A distinct gene co-expression module with a prominent T cell signature is enriched in unstable plaques and distinguishes high-risk from low-risk lesions.

  carotid calcified atherosclerotic cell-specific microarray single-cell loss-of-function

• Oncogenic mutations in GNAQ occur early in uveal melanoma.

  PMID 18719078 · PMC2634606 · Investigative ophthalmology & visual science · 2008 · 8 claims · 7 setups

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  Activating GNAQ mutations at codon 209 occur in 33/67 (49%) of primary uveal melanomas, making it the most common known oncogenic mutation in UM

  uveal peripheral normal well-characterized pcr sequencing array-based

• Prioritization of candidate cancer genes--an aid to oncogenomic studies.

  PMID 18710882 · PMC2566894 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  Computational classifiers using combinations of protein conservation, gene structure, protein domains, protein interactions, and regulatory data can distinguish known cancer genes (CD/CR) from unlabelled human genes

  genes cancer interpro interactome averaged cross-validation domain