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).

• Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

  PMID 40106407 · PMC11964219 · PLoS genetics · 2025 · 7 claims · 6 setups

  Has reproduction · 95

  Mouse-Geneformer, a Transformer Encoder model pre-trained via masked-token self-supervised learning on mouse-Genecorpus-20M, was successfully constructed following the original human Geneformer architecture.

  healthy scrna-seq disease scrna-seq type perturbation

• 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

• Nucleotide sequence analyses of the MRP1 gene in four populations suggest negative selection on its coding region.

  PMID 16684361 · PMC1488846 · BMC genomics · 2006 · 8 claims · 5 setups

  Full-text index only

  The coding region of MRP1 shows evidence of negative selection or recent population expansion based on nucleotide diversity statistics

  healthy mrp1 population novo population functional

• Multilocus analysis of SNP and metabolic data within a given pathway.

  PMID 16412218 · PMC1382210 · BMC genomics · 2006 · 8 claims · 7 setups

  Full-text index only

  The combinatorial partitioning method (CPM) with optimal thresholds can identify SNPs associated with quantitative metabolite levels rather than only categorical traits.

  healthy plasma genomic chi-square combinatorial leave-one-out

• Comparative metagenomics revealed commonly enriched gene sets in human gut microbiomes.

  PMID 17916580 · PMC2533590 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2007 · 7 claims · 7 setups

  Full-text index only

  Adult and weaned-children gut microbiota show high functional (gene-content) uniformity despite taxonomic differences, while unweaned infant microbiota show high inter-individual variation in both taxonomic and gene composition.

  fecal assembled predicted gut whole-genome gene reciprocal

• Online Learning for Wearable EEG-Based Emotion Classification.

  PMID 36904590 · PMC10007607 · Sensors (Basel, Switzerland) · 2023 · 6 claims · 5 setups

  Has reproduction

  A lightweight online-learning pipeline trains subject-specific binary classifiers for Valence and Arousal from a streaming EEG source in real-time.

  amigos iii participants eeg-based behavioral

• Sequence changes in predicted promoter elements of STK11/LKB1 are unlikely to contribute to Peutz-Jeghers syndrome.

  PMID 15774015 · PMC1084245 · BMC genomics · 2005 · 6 claims · 4 setups

  Full-text index only

  Integrated phylogenetic foot printing and transcription factor binding site (TFBS) prediction identified a consensus putative STK11/LKB1 promoter region between nucleotides -1090 and -1472

  genomic phylogenetic direct high

• Mutation screen and association studies in the diacylglycerol O-acyltransferase homolog 2 gene (DGAT2), a positional candidate gene for early onset obesity on chromosome 11q13.

  PMID 17477860 · PMC1871603 · BMC genetics · 2007 · 7 claims · 5 setups

  Full-text index only

  DGAT2 is a plausible positional and functional candidate gene for obesity due to its localization at chr.11q13 (a linkage region) and its key role in triglyceride synthesis

  extremely families genome sanger case-control family-based

• Analysis of Nigerians with apparently sporadic Parkinson disease for mutations in LRRK2, PRKN and ATXN3.

  PMID 18927607 · PMC2559870 · PloS one · 2008 · 8 claims · 5 setups

  Full-text index only

  No pathogenic mutations were found in LRRK2, PRKN, or ATXN3 in a Nigerian cohort of apparently sporadic PD patients.

  nigerian same novel sanger targeted repeat

• Identification of four novel cytochrome P4501B1 mutations (p.I94X, p.H279D, p.Q340H, and p.K433K) in primary congenital glaucoma patients.

  PMID 20057908 · PMC2802296 · Molecular vision · 2009 · 8 claims · 4 setups

  Full-text index only

  Mutations in CYP1B1 are a major cause of PCG in the studied patient cohort

  genomic cyp1b1 pcg pcr missense clinical

• Integration of multi-omics and machine learning strategies identifies immune related candidate biomarkers in inflammation-associated hypertrophic cardiomyopathy.

  PMID 41080564 · PMC12510942 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 85

  Seven key immune-related genes (RNF165, SNCA, SRGN, MARCO, STEAP4, SIGLEC9, TKT) are associated with HCM by intersecting DEGs with MR-identified eQTLs

  left eqtl degs merged bulk two-sample functional

• 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

• Autosomal dominant hereditary spastic paraplegia: novel mutations in the REEP1 gene (SPG31).

  PMID 18644145 · PMC2492855 · BMC medical genetics · 2008 · 8 claims · 6 setups

  Full-text index only

  Pathogenic REEP1 mutations were identified in 4.3% (7/162) of autosomal dominant 'pure' HSP cases

  genomic pcr-amplified reep1 pcr dhplc direct

• In vivo phosphoproteome of human skeletal muscle revealed by phosphopeptide enrichment and HPLC-ESI-MS/MS.

  PMID 19764811 · PMC2783959 · Journal of proteome research · 2009 · 8 claims · 6 setups

  Full-text index only

  This is the first large-scale in vivo phosphoproteomic study of human skeletal muscle

  vastus skeletal spectra identified phosphopeptide in-solution strong

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Ligilactobacillus salivarius regulating translocation of core bacteria to enrich mouse intrinsic microbiota of heart and liver in defense of heat stress.

  PMID 40276518 · PMC12018310 · Frontiers in immunology · 2025 · 7 claims · 6 setups

  Has reproduction

  Intrinsic microbiota (chiefly genera Burkholderia and Ralstonia) reside in the heart and liver of SPF mice, with the heart having lower bacterial abundance than the liver

  spf heart ileum metagenomic culturomics 16s

• ATM variants and cancer risk in breast cancer patients from Southern Finland.

  PMID 16914028 · PMC1592307 · BMC cancer · 2006 · 8 claims · 6 setups

  Full-text index only

  Neither 5557G>A nor ivs38-8T>C, nor any haplotype containing them, was significantly associated with breast cancer risk in any patient group

  familial brca1 same genotype genotyping denaturing direct

• Serum diagnosis of diffuse large B-cell lymphomas and further identification of response to therapy using SELDI-TOF-MS and tree analysis patterning.

  PMID 18163913 · PMC2242801 · BMC cancer · 2007 · 8 claims · 8 setups

  Full-text index only

  SELDI-TOF-MS serum proteomic patterns analyzed by decision tree classification (Biomarker Pattern Software) can discriminate DLBCL patients from healthy controls with high sensitivity and specificity.

  serum seldi dlbcl pooled seldi-tof-ms proteinchip decision

• Complete genome sequence and comparative analysis of the wild-type commensal Escherichia coli strain SE11 isolated from a healthy adult.

  PMID 18931093 · PMC2608844 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2008 · 8 claims · 6 setups

  Full-text index only

  The SE11 genome comprises a 4.8 Mb chromosome encoding 4679 protein-coding genes and six plasmids encoding 323 protein-coding genes

  coli se11 rapd whole-genome gene

• Two novel myocilin mutations in a Chinese family with primary open-angle glaucoma.

  PMID 18776955 · PMC2530518 · Molecular vision · 2008 · 7 claims · 4 setups

  Full-text index only

  Two novel MYOC mutations, Pro13Leu (38C→T) and Gln337Stop (1009C del), are likely responsible for POAG pathogenesis in this pedigree

  genomic family myoc pcr-rflp sequencing clinical