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).

• DNA methylation biomarkers-based pan-cancer classifier: predictive modeling for cancer classification.

  PMID 42152108 · PMC13185202 · Genome medicine · 2026 · 8 claims · 5 setups

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  Relatively simple ML models (logistic regression) outperform complex algorithms such as deep neural networks for methylation-based cancer classification

  validation cns healthy genes methylation copy-number gene-set

• Toll-like receptor 1 polymorphisms affect innate immune responses and outcomes in sepsis.

  PMID 18635889 · PMC2556453 · American journal of respiratory and critical care medicine · 2008 · 7 claims · 5 setups

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  The TLR1 −7202A/G (rs5743551) G allele is associated with elevated TLR1-mediated cytokine production ex vivo

  blood expressing intensive patients tlr-agonist nf-κb surface

• Gene Set Enrichment Analysis Reveals Individual Variability in Host Responses in Tuberculosis Patients.

  PMID 34421903 · PMC8375662 · Frontiers in immunology · 2021 · 8 claims · 8 setups

  Has reproduction · 71

  TB patients show substantial individual variability in the intensity of hallmark IFN responses, as well as in complement system, metabolic, and other pathway responses.

  blood cynomolgus external gene differential principal

• 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

• Lack of Toll-like receptor 4 and 2 polymorphisms in Korean patients with bacteremia.

  PMID 17179672 · PMC2721950 · Journal of Korean medical science · 2006 · 7 claims · 4 setups

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  No TLR4 Asp299Gly or Thr399Ile polymorphisms were detected in either bacteremia patients or healthy volunteers

  peripheral pcr bacteremia pcr-rflp sequencing blood

• Assessing individual differences in genome-wide gene expression in human whole blood: reliability over four hours and stability over 10 months.

  PMID 19653838 · PMC3819565 · Twin research and human genetics : the official journal of the International Society for Twin Studies · 2009 · 8 claims · 5 setups

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  A subset of probesets (3,414) shows 4-hour test-retest reliability exceeding r=0.70 for detecting individual differences in gene expression.

  blood edta reliably genome-wide twin sub-type

• Inference of SARS-CoV-2 exposure biomarkers using large-scale T-cell repertoire profiling.

  PMID 41680899 · PMC12903587 · Genome medicine · 2026 · 7 claims · 6 setups

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  A novel batch-effect correction method (log-normal gene usage modeling, Z-score normalization, and roulette-wheel resampling) allows combining AIRR-seq data from different batches and protocols.

  blood peripheral batch-corrected airr-seq airr-seq hla tcrβ

• Blood-based epigenetic instability linked to human aging and disease.

  PMID 41690920 · PMC13018287 · Nature communications · 2026 · 7 claims · 8 setups

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  31,744 unmethylated (and 6143 methylated) CpG loci in blood show highly consistent, stable methylation in young healthy individuals and are defined as Epigenetically Stable Loci (ESLs)

  blood normal paired aml illumina whole-genome methylation

• Discovery and validation of molecular patterns and immune characteristics in the peripheral blood of ischemic stroke patients.

  PMID 38650649 · PMC11034498 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 83

  188 differentially expressed genes (DEGs) between IS and control blood samples were identified and enriched in immune-related biological pathways

  blood degs peripheral hub microarray kegg cibersort

• The (CTG)n polymorphism in the NOTCH4 gene is not associated with schizophrenia in Japanese individuals.

  PMID 11407996 · PMC32311 · BMC psychiatry · 2001 · 6 claims · 4 setups

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  No significant differences in genotype or allele frequencies of the NOTCH4 (CTG)n repeat were found between schizophrenia patients and controls

  genomic pcr genotype pcr-based direct pcr

• Critical care: applying genomics to inflammation outcomes.

  PMID 16330338 · PMC1314943 · Environmental health perspectives · 2005 · 8 claims · 6 setups

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  Genetic factors drive key aspects of an individual's inflammatory outcome after trauma, burns, or sepsis

  leukocytes whole-blood healthy peripheral genomewide whole-genome microarray

• Increasing the number of SNP loci does not necessarily improve prediction power at least in the comparison of MTHFR SNP and haplotypes.

  PMID 19075497 · PMC4771609 · Journal of epidemiology · 2008 · 7 claims · 6 setups

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  Increasing the number of typed SNP loci does not necessarily improve prediction power, at least for the MTHFR gene

  healthy genomic genotype trial randomized snp haplotype

• The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.

  PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 50

  Only two of seven published sepsis gene signatures (derived from adult/pediatric/geriatric cohorts) showed good concordance (>80% accuracy) when applied to infant sepsis, showing limited generalizability of non-infant signatures.

  blood merged deg microarray coconut pseudotime

• Single nucleotide polymorphisms of the APC gene and colorectal cancer risk: a case-control study in Taiwan.

  PMID 16569251 · PMC1488868 · BMC cancer · 2006 · 7 claims · 4 setups

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  Three novel APC germline mutations were identified in Taiwanese subjects: a frameshift deletion at codon 460 (g.1378delG), and two missense substitutions p.V1125A and p.S1126R

  genomic taiwanese dhplc pcr sanger

• Association of the SerCys DISC1 polymorphism with human hippocampal formation gray matter and function during memory encoding.

  PMID 19046394 · PMC2865560 · The European journal of neuroscience · 2008 · 8 claims · 5 setups

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  Individuals homozygous for the DISC1 Ser allele show greater HF (parahippocampal) gray matter volume than Cys allele carriers

  healthy extracted voxel-based task psychophysiological

• Novel CLCN1 mutations and clinical features of Korean patients with myotonia congenita.

  PMID 19949657 · PMC2775849 · Journal of Korean medical science · 2009 · 7 claims · 8 setups

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  Sequencing of CLCN1 in 10 unrelated Korean MC patients identified nine different point mutations, six of which are novel (p.M128I, p.S189C, p.M373L, p.P480S, p.G523D, p.M609K).

  genomic frozen skeletal korean direct rt-pcr-based pcr-restriction

• A blood-based DNA damage signature in patients with Parkinson's disease is associated with disease progression.

  PMID 40913219 · PMC12443628 · Nature aging · 2025 · 8 claims · 2 setups

  Has reproduction · 69

  A blood-based DNA damage signature is present in PD patients and is associated with disease progression.

  blood gwas bulk genetic

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

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 8 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 were identified as diagnostic genes for IDD using a random forest model

  blood gse150408 cep120 pbmcs bulk machine single-sample

• Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.

  PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups

  Has reproduction · 67

  A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.

  blood cd4+ pbmc regulons microarray differential master

• Profiling chromatin accessibility responses in human neutrophils with sensitive pathogen detection.

  PMID 34145026 · PMC8321655 · Life science alliance · 2021 · 8 claims · 6 setups

  Has reproduction · 54

  ATAC-seq reveals unique neutrophil chromatin architecture changes in response to different stimuli before transcriptional activation, possibly regulating downstream gene expression.

  peripheral neutrophils blood atac-seq qrt-pcr sytox