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).

• Integrated genomic approaches implicate osteoglycin (Ogn) in the regulation of left ventricular mass.

  PMID 18443592 · PMC2742198 · Nature genetics · 2008 · 8 claims · 8 setups

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  Osteoglycin (Ogn) is a major candidate regulator of rat LVM, with increased Ogn protein expression associated with elevated LVM

  heart ogn cos-1 neonatal eqtl quantitative genome-wide

• A statistical framework for consolidating "sibling" probe sets for Affymetrix GeneChip data.

  PMID 18435860 · PMC2397416 · BMC genomics · 2008 · 7 claims · 4 setups

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  A two-way ANOVA model with a treatment x probe-set interaction term can automatically determine whether sibling probe sets for a gene behave similarly (non-significant interaction, consolidate) or differently (significant interaction, treat as independent)

  retina thyroid spermatogonial differentially two-way paired anova-based

• Proteomic solutions for analytical challenges associated with alcohol research.

  PMID 23584870 · PMC3860482 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2008 · 7 claims · 4 setups

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  Protein-level meta-analyses analogous to the transcriptome meta-analysis by Mulligan et al. (2006) are not yet possible because proteins lack a uniform sample preparation/analysis method and span up to 8 orders of magnitude in abundance.

  general complex plasma selected shotgun label-free targeted

• A global view of protein expression in human cells, tissues, and organs.

  PMID 20029370 · PMC2824494 · Molecular systems biology · 2009 · 7 claims · 6 setups

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  A high fraction (>65%) of proteins is expressed in most human cells and tissues, while very few proteins (<2%) are detected in any single cell type.

  normal computational hepatocytes same immunohistochemistry immunofluorescence unsupervised

• Molecular markers of preterm labor in the choriodecidua.

  PMID 20009011 · PMC2852874 · Reproductive sciences (Thousand Oaks, Calif.) · 2010 · 8 claims · 4 setups

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  Preterm choriodecidua displays distinct gene and protein expression patterns associated with preterm labor

  choriodecidual excised differentially microarray two-dimensional mass

• Widespread dysregulation of MiRNAs by MYCN amplification and chromosomal imbalances in neuroblastoma: association of miRNA expression with survival.

  PMID 19924232 · PMC2773120 · PloS one · 2009 · 8 claims · 5 setups

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  37 miRNAs are significantly differentially expressed between MYCN-amplified (MNA) and non-MNA neuroblastoma tumors, suggesting direct or indirect regulation by MYCN

  neuroblastoma shep-tet21 stem-loop array tlda

• Genetical genomic determinants of alcohol consumption in rats and humans.

  PMID 19874574 · PMC2777866 · BMC biology · 2009 · 8 claims · 6 setups

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  A genetical genomics approach combining brain gene expression, bQTL, and eQTL analysis in HXB/BXH RI rats identifies candidate genes for alcohol consumption

  hxb naive caucasian two-bottle behavioral brain

• Tissue proteomics reveals differential and compartment-specific expression of the homologs transgelin and transgelin-2 in lung adenocarcinoma and its stroma.

  PMID 19848416 · PMC2789179 · Journal of proteome research · 2009 · 6 claims · 6 setups

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  Transgelin (TAGLN), transgelin-2 (TAGLN2), and cyclophilin A (PPIA) are overexpressed in lung adenocarcinoma tissue compared to matched normal lung

  matched excised additional formalin-fixed 2-d lc-ms quantitative

• CLEAN: CLustering Enrichment ANalysis.

  PMID 19640299 · PMC2734555 · BMC bioinformatics · 2009 · 8 claims · 4 setups

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  The gene-specific CLEAN score improves reproducibility of cluster analysis conclusions across independent datasets compared to the traditional cluster-wide score (cwCLEAN).

  four breast combined hierarchical cluster csimm-based

• CRESCENT, a comprehensive RNA-Seq expression, splicing, and coding/non-coding element network tool.

  PMID 41566196 · PMC12895761 · BMC bioinformatics · 2026 · 6 claims · 6 setups

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  CRESCENT is a Snakemake workflow performing fully automated, comprehensive RNA-Seq analysis integrating differential expression, differential alternative splicing (DAS), differential transcript usage (DTU), and GO enrichment

  arabidopsis bulk rna-seq-based rna-seq

• TNF-⍺-mediated myeloid-instructed CD14(+)CD4(+) T cells are associated with poor survival in lung adenocarcinoma.

  PMID 41666923 · PMC12923953 · Cell reports. Medicine · 2026 · 8 claims · 5 setups

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  Tumors stratify into lymphoid-enriched, myeloid-enriched, and mixed immune-infiltrated subtypes independent of oncogenic driver status

  resected luad cd4+ multiplex spatial image

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• Proteomic approaches for studying alcoholism and alcohol-induced organ damage.

  PMID 23584750 · PMC3860448 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2008 · 8 claims · 7 setups

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  Chronic alcohol abuse produces persistent changes in brain function (tolerance, dependence, craving) likely resulting from alterations in gene and protein expression

  extracts trypsin-digested more yeast two-dimensional liquid mudpit

• Leveraging two-way probe-level block design for identifying differential gene expression with high-density oligonucleotide arrays.

  PMID 15099405 · PMC411067 · BMC bioinformatics · 2004 · 7 claims · 2 setups

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  Two-way ANOVA and Mack-Skillings tests on probe-level data with FDR control are substantially more powerful than t-test/Wilcoxon on probe-set level data for detecting differential expression

  fibroblast background high-density

• Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays.

  PMID 16549007 · PMC1544357 · BMC bioinformatics · 2006 · 7 claims · 2 setups

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  A methodology combining Cox proportional hazards models with a compound covariate, cross-validated log partial likelihood (ACVL) for predictive accuracy, and permutation-based significance testing can identify an optimal subset of significant genes for survival prediction

  simulated diffuse simulation cdna

• Serum proteomic analysis focused on fibrosis in patients with hepatitis C virus infection.

  PMID 17625010 · PMC1971245 · Journal of translational medicine · 2007 · 8 claims · 2 setups

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  Seven serum protein spots show significantly altered expression between mild (F0-F1) and advanced (F3-F4) fibrosis in chronic hepatitis C patients

  serum digitized polyacrylamide image

• Detecting tipping points of complex diseases by network information entropy.

  PMID 38960408 · PMC11221888 · Briefings in bioinformatics · 2024 · 8 claims · 4 setups

  Has reproduction · 78

  NIEE can detect critical states or tipping points in diverse data types, including bulk and single-sample expression data

  real stringdb individual genes network background sample-specific

• Mobile phone radiation might alter protein expression in human skin.

  PMID 18267023 · PMC2258283 · BMC genomics · 2008 · 7 claims · 1 setups

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  Local RF-EMF exposure of human skin may alter protein expression in living volunteers

  forearm 2-dimensional

• The integrated world of functional genomics.

  PMID 12537543 · PMC151279 · Genome biology · 2003 · 8 claims · 8 setups

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  Integrating chromatin immunoprecipitation (promoter-binding) data with expression data reveals the yeast cell-cycle transcriptional regulatory network, including network motifs such as autoregulation, multi-component loops, and feedforward loops.

  cerevisiae sequenced elegans drosophila chromatin integration comparative

• With the finished human genome in hand, what next?

  PMID 12844356 · PMC193627 · Genome biology · 2003 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a syntax/query framework for functional classification of genes, expanding beyond E. coli origins into anatomy, pathology, and phenotype data.

  domestic saccharomyces systemic schistosoma comparative functional genetic