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).

• 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

• Utah's Family High Risk Program: bridging the gap between genomics and public health.

  PMID 15888235 · PMC1327718 · Preventing chronic disease · 2005 · 8 claims · 6 setups

  Full-text index only

  Collection of family history through the Family High Risk Program (FHRP) is a cost-effective method for identifying and intervening with high-risk populations for chronic disease

  high high-risk fhrp health family-based satisfaction

• Applying proteomics to the diagnosis and treatment of ALS and related diseases.

  PMID 19670321 · PMC2836583 · Muscle & nerve · 2009 · 8 claims · 8 setups

  Full-text index only

  Protein-based biomarkers for ALS/MND require further verification and large-scale validation/qualification studies, including disease mimics, before clinical use

  csf spinal biofluid muscle 2d-dige antibody luminex

• Machine learning-based identification of an immunotherapy-related signature to enhance outcomes and immunotherapy responses in melanoma.

  PMID 39355255 · PMC11442245 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 69

  66 consensus immunotherapy prognostic genes (CITPGs) were identified from the intersection of WGCNA modules, immunotherapy responder-vs-non-responder DEGs, and tumor-vs-normal DEGs

  melanoma tcga-skcm prjeb23709 microarray wgcna differential consensus

• Visual exploration of genetic association with voxel-based imaging phenotypes in an MCI/AD study.

  PMID 19963597 · PMC2928997 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2009 · 6 claims · 4 setups

  Full-text index only

  Developed an imaging genomic browsing system allowing whole genome and entire brain analyses via visual exploration

  mci same voxel-based snp genotype

• Causes of early-onset type 1 diabetes: toward data-driven environmental approaches.

  PMID 19075294 · PMC2605242 · The Journal of experimental medicine · 2008 · 8 claims · 1 setups

  Full-text index only

  Serum metabolite profiling reveals metabolic changes that precede islet autoantibody appearance and predict which children will develop T1D

  children serum

• A genome-wide association analysis identifies 16 novel susceptibility loci for carpal tunnel syndrome.

  PMID 30833571 · PMC6399342 · Nature communications · 2019 · 6 claims · 8 setups

  Has reproduction · 90

  A GWAS of 12,312 CTS cases and 389,344 controls in UK Biobank identifies 16 novel genome-wide significant susceptibility loci for CTS

  biobank surgically gwas transformed genome-wide sequencing gene-based

• Autoencoder Networks Decipher the Association between Lung Cancer and Alzheimer's Disease.

  PMID 36518809 · PMC9744611 · Computational intelligence and neuroscience · 2022 · 7 claims · 6 setups

  Has reproduction · 74

  AE networks trained on the 266 shared DEGs reveal a comorbidity (positive correlation) relationship between Alzheimer's disease and lung cancer, rather than the inverse relationship suggested by prior epidemiological studies.

  integrated expression overlapped moderated autoencoder pathway

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

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

  Has reproduction · 100

  A distinct gene co-expression module with a prominent T cell signature is associated with unstable plaques.

  carotid calcified atherosclerotic cell-specific microarray single-cell immunohistochemistry

• Computation of haplotypes on SNPs subsets: advantage of the "global method".

  PMID 17067372 · PMC1636337 · BMC genetics · 2006 · 6 claims · 4 setups

  Full-text index only

  The global method for subhaplotyping always yields a lower error rate than the direct method across datasets and SNP subset sizes

  gh1 apoe coalescent-model-simulated griv computational genetic

• Incorporation of genetic model parameters for cost-effective designs of genetic association studies using DNA pooling.

  PMID 17634103 · PMC1947971 · BMC genomics · 2007 · 8 claims · 4 setups

  Full-text index only

  A closed-form approximation to the F-test non-centrality parameter (NCP) incorporating genetic model parameters (disease allele frequency, marker allele frequency, prevalence, genotype relative risk, sample size, genetic model, number of pools/replicates, machine variability) can be used to compute power for DNA pooling association studies

  modeled analytic factorial power

• The relationship between PLOD1 expression level and glioma prognosis investigated using public databases.

  PMID 34040895 · PMC8127981 · PeerJ · 2021 · 8 claims · 8 setups

  Has reproduction · 79

  PLOD1 mRNA expression is significantly higher in glioma tissue than in normal brain tissue

  glioma gbm cancer gene online genomic

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes using a DI score reflecting each gene's classification power for distinguishing two groups.

  tcga gse72056 gse40419 gse103322 bulk single-cell rna-seq

• High DNA methylation age deceleration defines an aggressive phenotype with immunoexclusion environments in endometrial carcinoma.

  PMID 37388735 · PMC10303802 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 76

  Almost 90% of TCGA EC tumors exhibit DNA methylation age deceleration (DNAmad) relative to patient chronological age as assessed by the Horvath clock

  tumors metastatic methylation bulk kegg

• MSI test to distinguish between HNPCC and other predisposing syndromes -- of value in tailored surveillance.

  PMID 15528791 · PMC3839337 · Disease markers · 2004 · 8 claims · 5 setups

  Full-text index only

  MSI (or immunohistochemistry) testing applied to a pre-selected patient with a family history or early-onset colorectal cancer can distinguish HNPCC from unknown non-HNPCC colorectal cancer syndromes.

  population-based swedish colorectal hnpcc clinical histopathological microsatellite

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing

• QuickSNP: an automated web server for selection of tagSNPs.

  PMID 17517769 · PMC1933212 · Nucleic acids research · 2007 · 7 claims · 3 setups

  Full-text index only

  QuickSNP is a freely available automated web server for selecting tagSNPs from a chromosomal region, genes within a region, or a specified gene list, with a gene-centric selection option

  genes selected chromosome automated gene-centric tagsnp

• Supervised learning-based tagSNP selection for genome-wide disease classifications.

  PMID 18366619 · PMC2386071 · BMC genomics · 2008 · 7 claims · 2 setups

  Full-text index only

  SRFA (Supervised Recursive Feature Addition) is a novel feature selection method combining supervised learning and statistical redundancy measures for SNP selection

  micc narac snp

• Gene module regulation in dilated cardiomyopathy and the role of Na/K-ATPase.

  PMID 35901050 · PMC9333241 · PloS one · 2022 · 7 claims · 7 setups

  Has reproduction · 55

  Several WGCNA gene co-expression modules are significantly associated with both LVEF and the DCM phenotype in heart failure patients.

  heart degs gene genes bulk gene kegg

• Adjustment of genomic waves in signal intensities from whole-genome SNP genotyping platforms.

  PMID 18784189 · PMC2577347 · Nucleic acids research · 2008 · 8 claims · 6 setups

  Full-text index only

  Genomic waves are present in both Illumina and Affymetrix SNP genotyping arrays, confirming they are not platform-specific

  representative illumina six snp serial concentration