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).

• Are gene expression microarray analyses reliable? A review of studies of retinoic acid responsive genes.

  PMID 15626329 · PMC5171945 · Genomics, proteomics & bioinformatics · 2003 · 6 claims · 8 setups

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  Published microarray studies aiming to identify RA-responsive genes show substantial, often contradictory, differences in results across research groups.

  nb4 tf1 tracheobronchial moser affymetrix cdna microarray

• Comparing protein abundance and mRNA expression levels on a genomic scale.

  PMID 12952525 · PMC193646 · Genome biology · 2003 · 8 claims · 8 setups

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  Correlations between mRNA expression and protein abundance are generally poor or limited across most studies reviewed, including in yeast and human cancers

  yeast laser-dissected serum myeloid two-dimensional seldi-tof isotope-coded

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

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

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  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

• Next-generation sequencing.

  PMID 20030863 · PMC2797692 · Breast cancer research : BCR · 2009 · 8 claims · 7 setups

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  Massively parallel sequencing can simultaneously capture base-pair mutations, copy number aberrations and somatic rearrangements of a cancer genome in a single experiment

  individuals metastatic acute oestrogen whole-exome whole-genome large-scale

• Technical challenges in using human induced pluripotent stem cells to model disease.

  PMID 19951687 · PMC2921621 · Cell stem cell · 2009 · 8 claims · 8 setups

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  hiPSCs generated from patient somatic cells (skin, blood) can be differentiated into disease-relevant cell types to model disease pathogenesis in vitro

  ipscs humanized hemophilia parkinsonian tetraploid transplantation neuronal

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• Inherited resilience to clonal hematopoiesis by modifying stem cell RNA regulation.

  PMID 41477881 · PMC12850507 · Science (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  A haplotype at the 17q22 locus, tagged by the noncoding variant rs17834140-T, is a causal protective variant against CHIP and myeloid malignancies

  population hspcs cd34+cd45ra-cd90+ heterozygous gwas atac-seq crispr

• An integrated single-cell lung cancer atlas reveals distinct fibroblast phenotypes between adenocarcinoma and squamous cell carcinomas.

  PMID 41577803 · PMC12920623 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  Inflammatory CAFs (iCAFs) predominate in LUAD, whereas myofibroblastic CAFs (mCAFs) predominate in LUSC

  nsclc epithelial macrophage caf scrna-seq copy gene-set

• Airway injury induces alveolar epithelial responses mediated by macrophages.

  PMID 41579370 · PMC13090803 · Cell reports · 2026 · 8 claims · 8 setups

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  Club cell injury (naphthalene) induces transient proliferation of distal AT2 progenitor cells

  lung bronchoalveolar club alveolar-enriched single-cell immunofluorescence flow

• Molecular genetic analysis of the cytochrome P450-debrisoquine hydroxylase locus and association with cancer susceptibility.

  PMID 1486838 · PMC1519624 · Environmental health perspectives · 1992 · 7 claims · 8 setups

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  A PCR-RFLP DNA-based assay targeting the intron 3/exon 4 G-to-A transition can identify approximately 70-80% of CYP2D6 poor metabolizers (PMs) without drug phenotyping.

  blood pcr-rflp

• Systematic clustering algorithm for chromatin accessibility data and its application to hematopoietic cells.

  PMID 33253153 · PMC7728210 · PLoS computational biology · 2020 · 7 claims · 5 setups

  Has reproduction · 90

  A systematic clustering algorithm for ATAC-seq data can be built by binarizing the genome into open/closed chromatin (1/0) strings and computing Hamming distances between samples for hierarchical clustering.

  monocytes natural hematopoietic leukemia atac-seq hierarchical

• Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.

  PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 63

  Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.

  liver pbmc integrated gene scrna-seq differential ingenuity

• Multi-omic identification of perineurial hyperplasia and lipid-associated nerve macrophages in human polyneuropathies.

  PMID 40849297 · PMC12375038 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 90

  Multi-omic profiling (snRNA-seq + spatial transcriptomics) of human sural nerves identifies novel cell type markers (MLIP in mySC; GRIK3, PRIMA1 in nmSC; CXCL14 in periC) not previously described in rodent or human literature

  sural peripheral snrna-seq nerve single-nucleus subcellular situ

• Correcting scale distortion in RNA sequencing data.

  PMID 39875825 · PMC11776150 · BMC bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  Local averaging reveals expression-level-dependent biases that differ from sample to sample across all RNA-seq datasets studied, and are not corrected by conventional normalization (TPM/FPKM)

  tcga su2c gse47774 gtex bulk computational d'agostino

• iBRIDGE: A Data Integration Method to Identify Inflamed Tumors from Single-cell RNA-Seq Data and Differentiate Cell Type-Specific Markers of Immune-Cell Infiltration.

  PMID 37023414 · PMC10236149 · Cancer immunology research · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  Malignant cells cluster by patient in scRNA-seq data while immune and stromal cells cluster by cell type, making malignant cells uniquely suited to carry patient-level inflamed/cold signal

  nsclc coad brca tcga scrna-seq bulk rna-seq

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Iterative class discovery and feature selection using Minimal Spanning Trees.

  PMID 15355552 · PMC520744 · BMC bioinformatics · 2004 · 7 claims · 5 setups

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  Iterating between MST-based clustering and t-statistic feature selection removes noise genes step-wise while sharpening the sample clustering

  simulated breast acute diffuse synthetic cdna microarray

• Functional analysis of human hematopoietic stem cell gene expression using zebrafish.

  PMID 16089502 · PMC1166352 · PLoS biology · 2005 · 8 claims · 8 setups

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  277 unique transcripts are differentially expressed between Rho lo and Rho hi HSC-enriched/depleted populations, conserved across both umbilical cord blood and bone marrow

  umbilical ucb zebrafish microarray fluorescence-activated quantitative

• CD70 (TNFSF7) is expressed at high prevalence in renal cell carcinomas and is rapidly internalised on antibody binding.

  PMID 16892042 · PMC2360640 · British journal of cancer · 2006 · 6 claims · 6 setups

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  CD70 was identified by proteomic analysis of plasma membrane preparations as highly expressed in A498 and SW839 RCC-derived cell lines

  a498 frozen normal proteomics flow immunohistochemistry

• KEGG spider: interpretation of genomics data in the context of the global gene metabolic network.

  PMID 19094223 · PMC2646283 · Genome biology · 2008 · 8 claims · 8 setups

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  KEGG spider, using a global 'pathway-free' metabolic network framework, provides deeper insight into metabolism variations than existing enrichment-based methods.

  diffuse-type liver renal anaplastic differential proteomic proteomics