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).

• Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.

  PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups

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  ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.

  blood baseline-corrected 953-dimensional training seldi-tof wavelet ant

• Nucleotide sequence polymorphism at the apical membrane antigen-1 locus reveals population history of Plasmodium vivax in Thailand.

  PMID 19643205 · PMC2790030 · Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases · 2009 · 8 claims · 6 setups

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  The domain II loop of PvAMA-1 is almost completely conserved at the amino acid level, consistent with strong purifying selection.

  plasmodium pvama-1 vivax pcr molecular merozoite

• Selection for genetic variation inducing pro-inflammatory responses under adverse environmental conditions in a Ghanaian population.

  PMID 19907653 · PMC2771352 · PloS one · 2009 · 8 claims · 7 setups

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  IL10 haplotype 1 (rs1800871, rs1800872, rs3024490, rs1554286) is associated with a pro-inflammatory ex vivo cytokine response (lower IL-10, higher TNF-alpha) relative to the population mean

  population blood genomic hapmap snp survival allele

• BRCA1 mutations in southern England.

  PMID 9649133 · PMC2150412 · British journal of cancer · 1998 · 7 claims · 4 setups

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  Early age of onset combined with a strong family history is the most effective selection criterion for detecting BRCA1 mutations, more so than bilaterality alone

  genomic pcr clinical heteroduplex sequencing pcr

• Gene-expression patterns in peripheral blood classify familial breast cancer susceptibility.

  PMID 26538066 · PMC4634735 · BMC medical genomics · 2015 · 8 claims · 5 setups

  Has reproduction · 83

  A multigene peripheral-blood gene-expression biomarker accurately classifies which women from high-risk families develop familial breast cancer.

  peripheral pbmcs blood normal gene-expression lymphocyte gene

• Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

  PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups

  Has reproduction · 88

  Approximately two-thirds of compiled HM450K samples are from blood, one-quarter from brain, and roughly one-third from cancer patients.

  hm450k seven annotated illumina beadarray model-based

• Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.

  PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups

  Has reproduction · 80

  Six genes (CST7, HSP90AB1, PADI4, PLBD1, RAB32, SLAMF6) are signature diagnostic biomarkers for aSAH identified by LASSO and SVM-RFE.

  peripheral overlapping asah drug-treatment microarray wgcna ppi

• Whole-genome sequencing of cryopreserved resources from French Large White pigs at two distinct sampling times reveals strong signatures of convergent and divergent selection between the dam and sire lines.

  PMID 36864379 · PMC9979506 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups

  Has reproduction · 100

  French LWD and LWS lines have lost approximately 5% of the SNPs that segregated in the 1977 ancestral population.

  boars lwd lws pig whole-genome genetic genome-wide

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).

  blood merged affymetrix-optimized gene feature out-of-sample

• Machine learning algorithm predicts fibrosis-related blood diagnosis markers of intervertebral disc degeneration.

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 7 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 are fibrosis-related diagnostic genes for IDD, identified via a random forest model from 29 differentially expressed fibrosis-related genes

  blood gse150408 prediction pbmcs bulk machine roc

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 8 setups

  Has reproduction · 49

  S100A3 is a robust candidate biomarker showing consistent discriminatory performance across the acute sleep deprivation training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort.

  peripheral blood normal integrated bulk interpretable immune

• Integrative bioinformatics and artificial intelligence analyses of transcriptomics data identified genes associated with major depressive disorders including NRG1.

  PMID 37583471 · PMC10423927 · Neurobiology of stress · 2023 · 7 claims · 5 setups

  Has reproduction · 66

  Differentially expressed genes in MDD patients are enriched in immune response, inflammatory response, neurodegeneration, and cerebellar atrophy pathways.

  blood transcriptomic postmortem saliva gsea machine differential

• Replication in mammalian cells recapitulates the locus-specific differences in somatic instability of genomic GAA triplet-repeats.

  PMID 17142224 · PMC1669776 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Pure (GAA·TTC)44+ alleles at the FXN locus are unstable in human somatic cells in vivo, showing both expansions and contractions.

  blood v34a cos1 cv1 small genome-wide strip

• 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

• Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.

  PMID 38491422 · PMC10943865 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 5 setups

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  The host genome's influence on the functional rumen microbiome contributes to temporal variation in average daily gain (ADG1-ADG4) across finishing months in beef cattle.

  rumen blood beef metagenome snp longitudinal

• Genome of the endangered Guatemalan Beaded Lizard, Heloderma charlesbogerti, reveals evolutionary relationships of squamates and declines in effective population sizes.

  PMID 36226801 · PMC9713440 · G3 (Bethesda, Md.) · 2022 · 8 claims · 7 setups

  Has reproduction · 84

  The assembled draft genome of H. charlesbogerti totals 2.31 Gb, similar in size to related species

  blood charlesbogerti reptile annotated whole-genome novo repeat

• Investigations on a clinically and functionally unusual and novel germline p53 mutation.

  PMID 12085209 · PMC2746598 · British journal of cancer · 2002 · 8 claims · 7 setups

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  A novel germline 7 base pair insertion in exon 5 of p53 (causing frameshift from codon 161 with a stop at codon 182) was identified in a patient with osteosarcoma at age 22 and choroid plexus papilloma at age 29.

  peripheral yeast saos-2 genomic fasay apoptotic

• Novel transglutaminase-1 mutations and genotype-phenotype investigations of 104 patients with autosomal recessive congenital ichthyosis in the USA.

  PMID 18948357 · PMC3044481 · Journal of medical genetics · 2009 · 8 claims · 6 setups

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  TGM1 germline mutations were identified in 55% (57/104) of patients with ARCI

  arci unrelated dog direct sequence blast

• A role of SCN9A in human epilepsies, as a cause of febrile seizures and as a potential modifier of Dravet syndrome.

  PMID 19763161 · PMC2730533 · PLoS genetics · 2009 · 7 claims · 8 setups

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  A heterozygous SCN9A missense mutation (p.N641Y) cosegregates with febrile seizures in the large K4425 family and is absent from ethnically matched population controls

  family k4425 embryonic scn9a-n641y linkage copy deletion

• Novel STAT1 alleles in otherwise healthy patients with mycobacterial disease.

  PMID 16934001 · PMC1550284 · PLoS genetics · 2006 · 7 claims · 6 setups

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  The E320Q, Q463H, and L706S STAT1 alleles are intrinsically deleterious for both IFNG/GAF-mediated and IFNA/ISGF3-mediated immunity when tested in STAT1-deficient transfected cells

  ebv-transformed sv40-transformed nuclear stat1-deficient cdna western immunofluorescence