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).

• 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

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  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

• Genetics meets metabolomics: a genome-wide association study of metabolite profiles in human serum.

  PMID 19043545 · PMC2581785 · PLoS genetics · 2008 · 7 claims · 4 setups

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  A GWA study using serum metabolomics identifies SNPs associated with metabolite concentrations, explaining up to 12% of variance for single metabolites

  kora fasting genome-wide targeted metabolite

• A method for detecting epistasis in genome-wide studies using case-control multi-locus association analysis.

  PMID 18667089 · PMC2533022 · BMC genomics · 2008 · 7 claims · 2 setups

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  HFCC is a method/software for genome-wide epistasis detection using case-control multi-locus association analysis, combining a fast computing algorithm with flexibility to test a variety of epistatic models.

  blood-derived simulated genome-wide simulation-based

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

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  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied

• Sex-biased evolutionary forces shape genomic patterns of human diversity.

  PMID 18818765 · PMC2538571 · PLoS genetics · 2008 · 7 claims · 5 setups

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  X-linked diversity is higher than the neutral expectation (0.75) relative to autosomal diversity in all six sampled human populations

  humans population simulated computational resequencing coalescent-based coalescent

• Current and future directions in genomics of amyotrophic lateral sclerosis.

  PMID 18625410 · PMC3524513 · Physical medicine and rehabilitation clinics of North America · 2008 · 8 claims · 8 setups

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  Familial ALS (FALS, 5-10% of cases) follows Mendelian autosomal dominant inheritance, with 20% caused by SOD1 mutations and 80% by unknown mutations

  american sals dutch irish genome laser expression

• Association testing of novel type 2 diabetes risk alleles in the JAZF1, CDC123/CAMK1D, TSPAN8, THADA, ADAMTS9, and NOTCH2 loci with insulin release, insulin sensitivity, and obesity in a population-based sample of 4,516 glucose-tolerant middle-aged Danes.

  PMID 18567820 · PMC2518507 · Diabetes · 2008 · 8 claims · 5 setups

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  CDC123/CAMK1D rs12779790 risk allele (homozygous) is associated with decreased insulinogenic index, corrected insulin response (CIR), and AUC-insulin/AUC-glucose ratio, indicating impaired insulin release

  inter99 same taqman oral general

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

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

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  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

• Characterizing Neutrophil Subtypes in Cancer Using scRNA Sequencing Demonstrates the Importance of IL1β/CXCR2 Axis in Generation of Metastasis-specific Neutrophils.

  PMID 38358352 · PMC10903300 · Cancer research communications · 2024 · 8 claims · 7 setups

  Has reproduction · 64

  Two main neutrophil subtypes exist in primary tumors: an activated subtype sharing transcriptomic signatures with healthy neutrophils, and a tumor-specific subtype.

  colorectal sorted integrated neutrophil scrna-seq bulk immunohistochemistry

• Genetics of bipolar disorder.

  PMID 18689285 · PMC3181866 · Dialogues in clinical neuroscience · 2008 · 8 claims · 6 setups

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  BP-I has a strong genetic component supported by segregation, adoption, and twin studies across populations

  multiplex pooled bp-affected monozygotic genome-wide genome candidate

• Stromal androgen signaling acts as tumor niches to drive prostatic basal epithelial progenitor-initiated oncogenesis.

  PMID 36323713 · PMC9630272 · Nature communications · 2022 · 7 claims · 7 setups

  Has reproduction · 63

  Loss of AR in stromal Gli1-lineage cells diminishes prostate epithelial oncogenesis and tumor development.

  ugm hi-myc prostate hmyctg+ genetic single-cell gene

• MACanalyzeR scRNAseq analysis tool reveals PPARγ(HIGH)/GDF15(HIGH) lipid-associated macrophages facilitate thermogenic expansion in BAT.

  PMID 40450001 · PMC12126529 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 70

  MACanalyzeR is a novel computational scRNAseq framework (with FoamSpotteR, MacPolarizeR, and PathAnalyzeR modules) for comprehensive monocyte/macrophage metabolic and phenotypic profiling

  bat stromal paraffin-embedded aortic bulk proteomics scrnaseq

• Novel approaches for mechanistic understanding and predicting preeclampsia.

  PMID 19836839 · PMC2790420 · Journal of reproductive immunology · 2009 · 8 claims · 6 setups

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  The classic two-stage hypothesis (Stage I poor placental perfusion causing Stage II maternal symptoms) needs reevaluation because reduced perfusion alone may be insufficient to cause PE.

  maternal il-10-deficient first-trimester third-trimester surgical seldi-tof genetic

• Lipopolysaccharide distinctively alters human microglia transcriptomes to resemble microglia from Alzheimer's disease mouse models.

  PMID 36254682 · PMC9612871 · Disease models & mechanisms · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  iPSC-microglia show a shared core transcriptional response to ATPγS and to LPS+IFN-γ, suggesting a convergent mechanism of action

  ipsc-derived products microglia post-mortem single-cell ca2+ protein-protein

• Is replication the gold standard for validating genome-wide association findings?

  PMID 19112512 · PMC2605260 · PloS one · 2008 · 8 claims · 4 setups

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  The probability of replicating a specific GWA-identified variant decreases as the number of independent GWA/replication studies increases, when individual study power is less than 100%.

  simulated diallelic hypothetical four statistical marker bayesian

• Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

  PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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  A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

  ebv-transformed serum combined rf-filtered snp serum random

• Simple models of genomic variation in human SNP density.

  PMID 17553150 · PMC1919371 · BMC genomics · 2007 · 6 claims · 4 setups

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  Hierarchical Poisson model B, which allows both the mutation-rate proxy (Beta-distributed Λ) and the ARG-size proxy (Gamma-distributed T) to vary, fits the observed SNP density distribution significantly better than models with only one or neither varying.

  genome observed simulated genome hierarchical coalescent

• Stability analysis of mixtures of mutagenetic trees.

  PMID 18366778 · PMC2335279 · BMC bioinformatics · 2008 · 7 claims · 5 setups

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  Mutagenetic trees mixture models capture multiple alternative pathways of ordered accumulation of genetic events (e.g., HIV resistance mutations, cancer chromosomal aberrations).

  simulated hiv-1 hiv timed simulation genotypic mutagenetic

• 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

• Genetic architecture of natural variation of cardiac performance from flies to humans.

  PMID 36383075 · PMC9668334 · eLife · 2022 · 8 claims · 7 setups

  Has reproduction · 74

  Natural genetic variation significantly influences cardiac performance traits (rhythmicity and contractility) across 167 DGRP lines

  drosophila dgrp gene induced high-speed genome-wide epistasis