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).

• Filling gaps in PPAR-alpha signaling through comparative nutrigenomics analysis.

  PMID 20003344 · PMC2801700 · BMC genomics · 2009 · 7 claims · 8 setups

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  Meta-analysis of 16 microarray datasets across human, mouse, rat and yeast identifies 164 genes (MDEGs) consistently differentially expressed in response to high fat diet or PPAR signaling perturbation.

  liver saccharomyces mdeg independent microarray transcription chromosomal

• High-throughput chromatin information enables accurate tissue-specific prediction of transcription factor binding sites.

  PMID 18988630 · PMC2662491 · Nucleic acids research · 2009 · 8 claims · 8 setups

  Full-text index only

  Incorporating H3K4me3 chromatin modification estimates greatly improves the accuracy of in silico prediction of in vivo TF binding for a wide range of TFs in human and mouse

  embryonic neural t-cells mm8 chip-seq chip-chip pwm

• Comparative phosphoproteomics reveals evolutionary and functional conservation of phosphorylation across eukaryotes.

  PMID 18828897 · PMC2760871 · Genome biology · 2008 · 8 claims · 8 setups

  Full-text index only

  The overlap between phosphoproteomes of six eukaryotes (human, mouse, fly, yeast, plant, zebrafish) is significantly greater than expected by chance.

  liver fruit yeast plant high-throughput comparative

• Transcriptomic-Based Quantification of the Epithelial-Hybrid-Mesenchymal Spectrum across Biological Contexts.

  PMID 35053177 · PMC8773604 · Biomolecules · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  The 76GS, KS, and MLR EMT scoring metrics show concordant trends in quantifying EMP across bulk RNA-seq datasets spanning multiple cancer types

  bulk py2t mcf10a airway transcriptomic rna-seq single-cell

• Estimating sparse regression models in multi-task learning and transfer learning through adaptive penalisation.

  PMID 40674582 · PMC12502914 · Bioinformatics (Oxford, England) · 2025 · 8 claims · 3 setups

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  A two-stage procedure using feature-specific and sign-specific adaptive weights shares information on feature selection, effect direction, and effect size between related regression problems.

  simulated multi-task penalised adaptive hyperparameter

• Transcriptomic Data Meta-Analysis Sheds Light on High Light Response in Arabidopsis thaliana L.

  PMID 35457273 · PMC9026532 · International journal of molecular sciences · 2022 · 7 claims · 6 setups

  Has reproduction · 88

  Meta-analysis of five transcriptomic experiments identified 1151 differentially expressed genes that compose a coordinated gene network responding to high light stress

  arabidopsis deg promoter selected meta-analysis transcription hexamer

• Deconvolution of the hematopoietic stem cell microenvironment reveals a high degree of specialization and conservation.

  PMID 35494238 · PMC9046238 · iScience · 2022 · 7 claims · 7 setups

  Has reproduction · 60

  Integration of three scRNA-seq datasets using a custom bootstrapping-based clustering pipeline robustly identifies 14 endothelial subclusters and 11 mesenchymal (stage-specific) subclusters in mouse bone marrow.

  bone independent scrna-seq gene singler

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• High-density SNP genotyping to define beta-globin locus haplotypes.

  PMID 18829352 · PMC4251776 · Blood cells, molecules & diseases · 2009 · 8 claims · 5 setups

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  RFLP analysis lacks sufficient site density/coverage to accurately reflect the genomic complexity of the β-locus

  genomic rflp subset rflp high-density haploview

• Identification of Key Differentially Expressed Genes in Arabidopsis thaliana Under Short- and Long-Term High Light Stress.

  PMID 40869111 · PMC12386182 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 75

  Meta-analysis of 21 experiments covering 58 HL conditions yielded ~218,000 DEG instances corresponding to ~19,000 unique A. thaliana genes

  arabidopsis bulk hierarchical gene

• Estimating biodiversity across the tree of life on Mount Everest's southern flank with environmental DNA.

  PMID 36148432 · PMC9486557 · iScience · 2022 · 8 claims · 6 setups

  Has reproduction · 65

  eDNA from ten high-alpine ponds and streams (4,500-5,500 m) on Mt. Everest's southern flank revealed 187 potential orders from 36 phyla across the Tree of Life.

  edna khumbu genome metabarcoding satellite

• metaGEM: reconstruction of genome scale metabolic models directly from metagenomes.

  PMID 34614189 · PMC8643649 · Nucleic acids research · 2021 · 8 claims · 8 setups

  Has reproduction · 64

  metaGEM enables end-to-end reconstruction of FBA-ready GEMs directly from metagenomes without relying on reference genomes

  metagenomic prokaryotic reconstructed gut mag genome-scale gem

• Macrophages on the run: Exercise balances macrophage polarization for improved health.

  PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups

  Has reproduction · 81

  Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.

  gene affymetrix pooled muscle meta-analysis stepminer gene

• 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

• Requirements for Pseudomonas aeruginosa acute burn and chronic surgical wound infection.

  PMID 25057820 · PMC4109851 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  In vivo gene expression is generally not correlated with a gene's importance for fitness, with the exception of metabolic genes, for which differential expression is more predictive of fitness.

  aeruginosa differentially paired rna-seq tn-seq computational

• SLDMS: A Tool for Calculating the Overlapping Regions of Sequences.

  PMID 35046988 · PMC8761809 · Frontiers in plant science · 2021 · 8 claims · 5 setups

  Has reproduction · 80

  SLDMS is a novel method for computing overlapping regions of sequencing reads using suffix array (SA), longest common prefix (LCP) array, document array (DA), and a monotonic stack.

  sequencing concatenated pacbio-hifi third-generation running-time suffix overlap

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer.

  PMID 38974967 · PMC11225361 · iScience · 2024 · 7 claims · 7 setups

  Has reproduction · 95

  Luminal breast cancer gene expression signature is closely/positively associated with an epithelial signature

  breast-cancer-specific tcga ccle four single-sample survival genome-wide

• Functional annotation and identification of candidate disease genes by computational analysis of normal tissue gene expression data.

  PMID 18560577 · PMC2409962 · PloS one · 2008 · 7 claims · 5 setups

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  Ranked Coexpression Groups (RCG) built from k=6 nearest coexpressed genes, combined with a majority-rule functional characterization, integrate multiple datasets/coexpression measures to generate high-confidence functional annotation predictions

  normal genome-wide same omim microarray sage computational

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant breast cancer cells significantly enhances metastatic potential to various organs

  tnbc geo breast frmd8 bulk meta-analysis single-cell