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).

• Dissecting lncRNA-mRNA competitive regulatory network in human islet tissue exosomes of a type 1 diabetes model reveals exosome miRNA markers.

  PMID 36440209 · PMC9682028 · Frontiers in endocrinology · 2022 · 7 claims · 7 setups

  Has reproduction · 50

  LncRNA-mRNA competitive regulatory network topology and function differ substantially between control and cytokine-treated (IL-1β+IFN-γ) islet exosomes

  pancreatic starbase islet mrnas bulk database-derived cerna

• Utilizing the codon adaptation index to evaluate the susceptibility to HIV-1 and SARS-CoV-2 related coronaviruses in possible target cells in humans.

  PMID 36760235 · PMC9905242 · Frontiers in cellular and infection microbiology · 2022 · 8 claims · 8 setups

  Has reproduction · 71

  CAI is positively correlated with translational efficiency, validating its use as a proxy for translational efficiency at the elongation level.

  unstimulated cd4+ kidney liver bulk single-cell

• Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors.

  PMID 37887568 · PMC10605255 · Current oncology (Toronto, Ont.) · 2023 · 8 claims · 7 setups

  Has reproduction · 59

  Multi-gene random forest models classify primary tumor vs. liver metastasis samples with 100% accuracy in training/test cohorts and >90% accuracy in an independent validation cohort

  pancreatic rna-seq liver tumor bulk machine multi-label

• Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.

  PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 7 claims · 7 setups

  Has reproduction · 50

  sctRNA-seq datasets (particularly LCM-seq) show measurable off-target mRNA contamination from surrounding cell types

  brain neocortex cortex allen lcm-seq scrna-seq marker

• An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.

  PMID 36548438 · PMC9822106 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 67

  An individualized Bayesian causal discovery framework can learn tumor-specific intercellular communication networks (ICNs) by combining single-cell gene expression module (GEM) discovery, bulk tumor deconvolution, and individualized causal network learning.

  hnscc cd45+ cd8+ tcga single-cell bulk pseudo-time

• Protocol for the generation of single-nuclei RNA-seq libraries and quantification of heterogeneous cell types activated during social interaction.

  PMID 39423127 · PMC11532268 · STAR protocols · 2024 · 7 claims · 5 setups

  Has reproduction · 78

  A protocol for dissecting mouse PFC, hippocampus, and cerebellum and generating snRNA-seq libraries can identify neuronal populations activated during social interaction.

  medial hippocampus cerebellum brain single-nuclei nuclei bulk

• Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.

  PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups

  Has reproduction · 79

  ParProx implements latent group lasso penalized regression (overlapping and non-overlapping groups) for survival (Cox) and classification (logistic) analysis of omics data.

  tcga breast liver simulated cox logistic simulation

• Transcriptome profiling of osteoclast subsets associated with arthritis: A pathogenic role of CCR2(hi) osteoclast progenitors.

  PMID 36591261 · PMC9797520 · Frontiers in immunology · 2022 · 8 claims · 6 setups

  Has reproduction · 50

  CCR2hi and CCR2lo periarticular bone marrow OCP subsets show a disparate transcriptome (863 differentially expressed genes)

  sorted rna-seq periarticular bulk gene flow

• Differential Infiltration of Key Immune T-Cell Populations Across Malignancies Varying by Immunogenic Potential and the Likelihood of Response to Immunotherapy.

  PMID 39682743 · PMC11640164 · Cells · 2024 · 8 claims · 5 setups

  Has reproduction

  Estimated T-cell infiltration differs significantly across melanoma, bladder, ovarian, and pancreatic cancers, tracking known immunogenic potential.

  tumor melanoma orien bulk gene kaplan-meier

• A Meta-Analysis of the Effects of Acute Sleep Deprivation on the Cortical Transcriptome in Rodent Models.

  PMID 41031900 · PMC13131251 · Journal of sleep research · 2026 · 8 claims · 8 setups

  Has reproduction · 96

  Meta-analysis of 18 SD-vs-control contrasts across 8 rodent studies (collective n=293) identified 182 differentially expressed genes (DEGs) in cerebral cortex following SD (FDR<0.05)

  c57bl genetic pooled microarray rna-seq random-effects

• Revealing the critical state and identifying individualized dynamic network biomarker for type 2 diabetes through advanced analysis methods on individual basis.

  PMID 39890881 · PMC11785715 · Scientific reports · 2025 · 8 claims · 5 setups

  Has reproduction · 75

  sJSD, NIG, and TNFE methods can detect critical states/tipping points before disease deterioration using only a single sample

  simulated adipose gastrocnemius dnb numerical microarray protein-protein

• A Meta-Analysis of the Effects of Chronic Stress on the Prefrontal Transcriptome in Animal Models and Convergence With Existing Human Data.

  PMID 41566898 · PMC12824456 · Brain and behavior · 2026 · 8 claims · 8 setups

  Has reproduction · 64

  A meta-analysis of 6 public PFC transcriptional profiling datasets (n=117 mice, 8 stress vs control contrasts) identified 133 genes consistently differentially expressed across chronic stress studies and paradigms (FDR<0.05)

  c57 c57bl post-weaning pooled microarray rna-seq random-effects

• 4-Methylcytosine DNA modification is critical for global epigenetic regulation and virulence in the human pathogen Leptospira interrogans.

  PMID 33301041 · PMC7708080 · Nucleic acids research · 2020 · 7 claims · 8 setups

  Has reproduction · 78

  Inactivation of the orphan 4mC methyltransferase (LomA) causes complete abrogation of CTAG motif methylation genome-wide

  interrogans mdck-1 syrian smrt rna-seq rt-qpcr

• Long-Read RNA Sequencing Identifies Polyadenylation Elongation and Differential Transcript Usage of Host Transcripts During SARS-CoV-2 In Vitro Infection.

  PMID 35464437 · PMC9019466 · Frontiers in immunology · 2022 · 8 claims · 8 setups

  Has reproduction · 90

  Differential polyadenylation occurs in infected Calu-3 and Vero cells at a late time point (48 hpi)

  vero calu-3 genes direct pcr poly

• Assessing personalized molecular portraits underlying endothelial-to-mesenchymal transition within pulmonary arterial hypertension.

  PMID 39462326 · PMC11513636 · Molecular medicine (Cambridge, Mass.) · 2024 · 8 claims · 8 setups

  Has reproduction · 81

  scRNA-seq of PAH and control lung tissue identifies nine distinct cell populations with high heterogeneity in composition, function, distribution, and communication

  lung pah scrna-seq-derived endothelial scrna-seq bulk cell-cell

• Cis-Regulation of the CFTR Gene in Pancreatic Cells.

  PMID 40332394 · PMC12027686 · International journal of molecular sciences · 2025 · 7 claims · 8 setups

  Has reproduction · 50

  Multiple active CREs exist upstream and downstream of the CFTR gene in pancreatic (Capan-1) cells, identified via ATAC-seq, CUT&RUN-seq (H3K27ac), 4C-seq, and the ABC model

  capan-1 caco-2 hepg2 atac-seq cut&run-seq 4c-seq

• A 14-bp motif in the KIT active promoter region is critical for melanin accumulation in yaks, mice, and humans.

  PMID 40629379 · PMC12239316 · BMC biology · 2025 · 8 claims · 7 setups

  Has reproduction · 54

  A 14-bp deletion in the KIT gene promoter region is associated with the all-white phenotype in yaks, identified via GWAS

  domestic re-sampled hek293t yak whole-genome pcr dual-luciferase

• Epithelial ovarian cancer: influence of polymorphism at the glutathione S-transferase GSTM1 and GSTT1 loci on p53 expression.

  PMID 8956789 · PMC2077203 · British journal of cancer · 1996 · 8 claims · 4 setups

  Full-text index only

  GSTM1, GSTT1 and CYP2D6 genotype/allele frequencies did not differ significantly between 84 ovarian cancer cases and 325 controls, showing no association with disease susceptibility.

  leucocyte paraffin-embedded tumour pcr-amplified pcr-based immunohistochemistry single-strand

• POCUS: mining genomic sequence annotation to predict disease genes.

  PMID 14611661 · PMC329128 · Genome biology · 2003 · 8 claims · 6 setups

  Full-text index only

  Genes predisposing to the same disease tend to share functional annotation IDs (GO/InterPro) more than expected by chance

  omim genome disease comparative pocus expression-id

• Cell clusters overlying focally disrupted mammary myoepithelial cell layers and adjacent cells within the same duct display different immunohistochemical and genetic features: implications for tumor progression and invasion.

  PMID 14580259 · PMC314413 · Breast cancer research : BCR · 2003 · 7 claims · 4 setups

  Full-text index only

  ER-negative cell clusters are far more likely than ER-positive clusters to overlie disrupted myoepithelial cell layers, both at the case level and the individual-disruption level

  paraffin selected microdissected double immunohistochemistry loss