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).

• ERG phase separation attenuates cellular senescence.

  PMID 41704762 · PMC12907116 · iScience · 2026 · 8 claims · 6 setups

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  Centenarian PBMCs exhibit a distinct, more functionally engaged chromatin accessibility landscape compared to controls and typical elderly individuals

  pbmcs atac-seq rna-seq cibersortx

• Endogenous Fatty Acid Synthesis Drives Brown Adipose Tissue Involution.

  PMID 33440156 · PMC8240962 · Cell reports · 2021 · 8 claims · 8 setups

  Has reproduction

  Endogenous fatty acid synthesis (DNL), regulated by ChREBP, is the central driver of BAT whitening/involution at thermoneutrality.

  bat fatty lipidomics qpcr

• In vivo microscopy reveals macrophage polarization locally promotes coherent microtubule dynamics in migrating cancer cells.

  PMID 32665556 · PMC7360550 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 50

  Cancer cells in vivo display higher coherent orientation of MT dynamics along their major axis compared to 2D in vitro cultures

  ht1080-eb3-mapple es2-eb3-mapple ht1080 cancer intravital live-cell confocal

• Pharmacological perturbation of splicing elicits SMG1 reduction: Implications for cancer therapy.

  PMID 41623476 · PMC12857400 · iScience · 2026 · 7 claims · 12 setups

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  Splicing-modulatory drugs MS023 and indisulam act as inadvertent NMD inhibitors by downregulating SMG1 protein levels

  4t1 tumor-draining arst panc02 mts tumor ifn-γ

• AuPairWise: A Method to Estimate RNA-Seq Replicability through Co-expression.

  PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 6 setups

  Has reproduction · 88

  Sample-sample correlation of transcript abundances is a misleading measure of replicability for assessing differential expression, because it is dominated by gene-specific dynamic ranges rather than condition-dependent variation.

  liver encode publicly co-expressed rna-seq meta-analysis computational

• Beyond blacklists: a critical assessment of exclusion set generation strategies and alternative approaches.

  PMID 41826793 · PMC13020910 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  Pre-generated Blacklist exclusion sets were difficult to reproduce due to sensitivity to input BAM data, aligner choice, and read length

  hg38 gm12878 gse235167 syo-1 chip-seq rna-seq atac-seq

• Pan-Cancer Single-Cell RNA Sequencing Analysis Refines Multi-Origin Monocyte and Macrophage Lineages.

  PMID 41231218 · PMC12865363 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  TAMs arise from two distinct origins: C1QC+ TAMs likely derive from resident tissue macrophages, while SPP1+ TAMs and ISG15+ TAMs likely originate from circulating monocytes.

  myeloid melanoma monocyte-to-macrophage coad-read scrna-seq differential developmental

• NET-prism enables RNA polymerase-dedicated transcriptional interrogation at nucleotide resolution.

  PMID 31156037 · PMC6693550 · RNA biology · 2019 · 8 claims · 7 setups

  Has reproduction · 67

  NET-prism, an adapted NET-seq protocol using immunoprecipitation of Pol II-associated factors, enables strand-specific, nucleotide-resolution interrogation of transcription dynamics for any Pol II-interacting protein.

  e14 mass western net-prism

• Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients.

  PMID 35012625 · PMC8743438 · Genome biology · 2022 · 8 claims · 9 setups

  Has reproduction · 68

  GENEVA (Gene Expression Variance Analysis) is a semi-automated framework that mines large-scale public RNA-seq datasets to identify conditions associated with a gene's expression variance

  gtex genetic lncap heart rna-seq meta-analysis electronic

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• Sex-Based Differences in Cell Types and Gene Expression within the Anterior Cruciate Ligament.

  PMID 41587266 · PMC13011956 · The Journal of bone and joint surgery. American volume · 2026 · 8 claims · 5 setups

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  ACL tissue is heterogeneous, containing 5 major cell types: fibroblasts, pericytes, endothelial cells, macrophages, and T cells.

  acl differentially study flow single-cell immunofluorescence

• Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals.

  PMID 39418301 · PMC11521246 · PLoS computational biology · 2024 · 7 claims · 4 setups

  Has reproduction · 23

  COPD GWAS risk loci are statistically more clustered across the genome than expected by chance, with chromosome 4q containing a notably dense cluster of five loci within 70Mb.

  lung genes independent genome-wide rna-seq partial gene

• scSurv: a deep generative model for single-cell survival analysis.

  PMID 41429574 · PMC12797213 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  scSurv combines a Cox proportional hazards model with a deep generative model (VAE) of single-cell transcriptomes to estimate individual cellular contributions to clinical outcomes

  simulated tcga melanoma renal scrna-seq bulk single-cell

• 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

• Genome-wide prediction of DNase I hypersensitivity using gene expression.

  PMID 29051481 · PMC5715040 · Nature communications · 2017 · 8 claims · 5 setups

  Has reproduction · 79

  Gene expression can, to a large extent, predict genome-wide DNase I hypersensitivity (chromatin accessibility)

  distinct same training encode dnase-seq exon bird

• 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

• Single-Cell RNA-Seq Profiling of Transposable Element Expression in Human Peripheral Blood Cells During Viral Infections.

  PMID 41683713 · PMC12898442 · International journal of molecular sciences · 2026 · 8 claims · 8 setups

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  TE expression is significantly higher in PBMCs from viral infection cohorts (and recovered individuals) compared to healthy controls

  pbmcs pbmc cd8+ single-cell cell-type expression

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 8 claims · 7 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial transcriptomic data sets (microarray and RNA-seq), increasing the proportion of annotatable studies from 4% to 33%

  microarray rna-seq aeruginosa mantel manual anova

• Comprehensive analysis of peroxisome proliferator-activated receptors to predict the drug resistance, immune microenvironment, and prognosis in stomach adenocarcinomas.

  PMID 38529307 · PMC10962337 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 58

  PPARA, PPARD and PPARG are more abnormally expressed in STAD samples and cell lines compared to most of 32 cancer types in TCGA

  cancer tcga-stad stomach ges1 rna-seq pearson gsva

• Lorentz-regularized interpretable VAE for multi-scale single-cell transcriptomic and epigenomic embeddings.

  PMID 41555918 · PMC12812404 · Frontiers in genetics · 2025 · 7 claims · 5 setups

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  LiVAE, a dual-pathway VAE with Lorentzian geometric regularization between a primary Euclidean pathway and an information-bottleneck pathway, balances local fidelity with global topology coherence in single-cell embeddings

  single-cell same dapp1 benchmarking umap component-wise