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).

• Genes implicated in multiple sclerosis pathogenesis from consilience of genotyping and expression profiles in relapse and remission.

  PMID 18366677 · PMC2324081 · BMC medical genetics · 2008 · 8 claims · 7 setups

  Full-text index only

  Distinct sets of dysregulated genes are found in peripheral blood during the relapse phase versus the remission phase of RRMS

  peripheral blood pooled trio gene quantitative promoter

• Newborn sex-specific transcriptome signatures and gestational exposure to fine particles: findings from the ENVIRONAGE birth cohort.

  PMID 28583124 · PMC5458481 · Environmental health : a global access science source · 2017 · 8 claims · 6 setups

  Has reproduction · 71

  Gestational PM2.5 exposure is associated with sex-specific transcriptome signatures in cord blood, with a significant sex-by-exposure interaction for many genes.

  cord maternal pm2.5-associated blood whole-genome spatial-temporal overrepresentation

• 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

• Blood RNA signature RISK4LEP predicts leprosy years before clinical onset.

  PMID 34090257 · PMC8182229 · EBioMedicine · 2021 · 8 claims · 6 setups

  Has reproduction · 53

  1,613 genes were differentially expressed in leprosy progressors before diagnosis (t=1) compared to household contacts.

  blood rna-seq rt-qpcr differentially rna-seq rt-qpcr random

• 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

• Gene signature discovery and systematic validation across diverse clinical cohorts for TB prognosis and response to treatment.

  PMID 37471455 · PMC10393163 · PLoS computational biology · 2023 · 8 claims · 7 setups

  Has reproduction · 100

  A network-based meta-analysis of 27 discovery cohorts identified a common 45-gene signature specific to active TB disease across studies.

  blood aggregated 45-gene independent bulk network-based gene

• 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

• 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

  Full-text index only

  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

• Identification of a pediatric acute hypoxemic respiratory failure signature in peripheral blood leukocytes at 24 hours post-ICU admission with machine learning.

  PMID 37009294 · PMC10063855 · Frontiers in pediatrics · 2023 · 7 claims · 5 setups

  Full-text index only

  A machine learning stability selection approach (bootstrapped logistic regression, 100 simulations) can identify genes associated with PaO2/FiO2 < 200 vs ≥200 when standard differential expression with FDR correction shows no overlap between cohorts.

  pediatric combined top-ranked whole-blood machine pathway

• Design of a targeted blood transcriptional panel for monitoring immunological changes accompanying pregnancy.

  PMID 38352867 · PMC10861739 · Frontiers in immunology · 2024 · 6 claims · 3 setups

  Has reproduction · 73

  A targeted panel of 176 transcripts plus 8 housekeeping genes was identified for monitoring immunological changes during pregnancy

  blood bulk microarray bloodgen3

• Gene expression study on peripheral blood identifies progranulin mutations.

  PMID 18551524 · PMC2773201 · Annals of neurology · 2008 · 7 claims · 3 setups

  Full-text index only

  PGRN is highly expressed in peripheral blood (97th percentile of all array genes)

  peripheral blood-derived microarray direct real-time

• Critical care: applying genomics to inflammation outcomes.

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

  Full-text index only

  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

• Genomic and transcriptomic plasticity in treatment-naive ovarian cancer.

  PMID 24221193 · PMC3912411 · Genome research · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  Treatment-naïve epithelial ovarian cancers show extensive intra-tumor heterogeneity of genomic rearrangements, with the most substantial differences occurring between omentum/peritoneum metastases and ovarian tumor sites.

  tumor each rna-seq whole-genome targeted pcr-based

• Divergent clonal evolution and tumor microenvironment remodeling shape gastric cancer peritoneal metastasis.

  PMID 41882239 · PMC13181027 · Communications biology · 2026 · 8 claims · 7 setups

  Full-text index only

  Substantial intra-patient heterogeneity exists between GCPM and primary tumors at both genetic and functional (transcriptomic) levels

  gastric wgs paired genes whole-genome whole-transcriptome mutational

• 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

• JAK2 V617F: a single mutation in the myeloproliferative group of disorders.

  PMID 16755940 · PMC1891745 · The Ulster medical journal · 2006 · 8 claims · 8 setups

  Full-text index only

  A single acquired JAK2 mutation (V617F, G1849T in exon 14) is found across polycythaemia vera, essential thrombocythaemia and idiopathic myelofibrosis

  blood haematopoietic granulocytes mpd pcr-direct sirna microsatellite

• Molecular characterization of retinitis pigmentosa in Saudi Arabia.

  PMID 19956407 · PMC2786884 · Molecular vision · 2009 · 8 claims · 7 setups

  Full-text index only

  The causative mutation was identified in 51 of 52 (94%/98%) Saudi RP patients, including seven novel mutations.

  blood-derived families pcr-amplified ethnically genome-wide linkage bidirectional

• 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

• A four-gene signature from blood to exclude bacterial etiology of lower respiratory tract infection in adults.

  PMID 41285807 · PMC12644739 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 94

  A 4-gene signature (ITGB4, ITGA7, IFI27, FAM20A) derived from whole blood RNA-seq discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized adults pediatric blood bulk rna-seq microarray

• 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