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).

• SA2E: spatial-aware auto-encoder for cell type deconvolution of spatial transcriptomics data.

  PMID 41863296 · PMC13070677 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  SA2E is a spatial-aware auto-encoder framework for cell-type deconvolution that does not require predefined cell-type biomarkers

  olfactory legacy breast brain simulated real scrna-seq

• 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

• Chips to hits.

  PMID 11983055 · PMC139346 · Genome biology · 2002 · 8 claims · 8 setups

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  Illumina's fiber-optic bead array technology allows ~2,000 oligonucleotide-based assays per bead array for high-throughput genotyping

  individual yeast pools lncap cell-based affymetrix automated

• arrayCGHbase: an analysis platform for comparative genomic hybridization microarrays.

  PMID 15910681 · PMC1173083 · BMC bioinformatics · 2005 · 8 claims · 4 setups

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  arrayCGHbase is a MIAME-compliant, web-based database and analysis platform that stores, analyzes, interprets, compares, and visualizes arrayCGH data in a uniform format.

  hellemans boy distal cancer arraycgh

• Highlights of international conference of immunogenomics and immunomics, October 8-12, 2006 Budapest, Hungary.

  PMID 17470366 · PMC7130317 · Cellular immunology · 2006 · 8 claims · 8 setups

  Full-text index only

  An 'immunological constant of rejection' involving interferon-stimulated genes (ISGs) and innate immune effector functions (IEF) underlies diverse immune-mediated tissue destruction processes (allograft rejection, cancer rejection, autoimmunity, infection)

  hla-b44 plasma macrophages complement proteomics shotgun cap

• The ASAP II database: analysis and comparative genomics of alternative splicing in 15 animal species.

  PMID 17108355 · PMC1669709 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  ASAP II expands human alternative splicing data ~3-fold over the previous ASAP database, to ~89,078 distinct alternative splicing relationships in 11,717 genes

  genome animal aligned est genome-wide comparative est

• A new era for proteomics research?

  PMID 19014405 · PMC2614486 · Genome biology · 2008 · 8 claims · 8 setups

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  Refined mass spectrometry instrumentation and software now make whole-proteome coverage of model organisms in a single experiment conceivable

  proteins lines kinases breast mass silac kinase-specific

• Mathematical models in mammalian cell biology.

  PMID 18638360 · PMC2530880 · Genome biology · 2008 · 8 claims · 8 setups

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  A point mutation in the circadian Per2 gene causes familial advanced sleep phase syndrome (FASPS) via a phosphorylation defect that alters PER2 stability and subcellular localization.

  culture skin hela mammalian live-cell confocal phosphoprotein

• Protocol for total RNA sequencing analysis of extracellular RNA from biofluids.

  PMID 42149717 · PMC13213309 · STAR protocols · 2026 · 8 claims · 6 setups

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  This protocol enables total RNA sequencing library preparation of extracellular RNA (exRNA) from blood plasma using SMART (Switching Mechanism At 5' end of RNA Template) cDNA synthesis technology, from plasma preparation through sequencing data analysis.

  blood urine seminal conditioned sequencing qpcr-based

• Proteomics and genomics: perspectives on drug and target discovery.

  PMID 18302945 · PMC2386992 · Current opinion in chemical biology · 2008 · 8 claims · 8 setups

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  Protein kinases account for approximately 25% of research and development projects in biotechnology and pharma

  proteins blood carbohydrate medicinal x-ray microarrays glycan

• RADAR: differential analysis of MeRIP-seq data with a random effect model.

  PMID 31870409 · PMC6927177 · Genome biology · 2019 · 8 claims · 6 setups

  Has reproduction · 10

  RADAR is a novel analytical tool for differential methylation analysis of MeRIP-seq data combining gene-level INPUT normalization with a Poisson random effect model.

  simulated fallopian pancreatic liver merip-seq m6a-merip-seq pca

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  An SVM-based novel miRNA detection model achieves an average MCC of 0.939 across 32 human cell datasets and outperforms miRDeep2 and miRAnalyzer on phylogenetic conservation of predicted miRNAs

  unmapped pooled colon adipose small novel a-to-i

• Orthogonal cytokine engineering enables novel synthetic effector states escaping canonical exhaustion in tumor-rejecting CD8(+) T cells.

  PMID 37081150 · PMC10154250 · Nature immunology · 2023 · 8 claims · 7 setups

  Has reproduction · 37

  Orthogonal engineering with PD1d/IL-2v/IL-33 reprograms adoptively transferred CD8+ T cells into a novel synthetic effector state (C5/TSE) that deviates from canonical TOX+ exhaustion

  cd8+ b16-ova ot1 mice scrna-seq flow secretion

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  GRF identifies effective features that form highly connected sub-graphs on the underlying biological network

  synthetic tcga embryonic simulation sub-graph reproducibility

• Extensive androgen receptor enhancer heterogeneity in primary prostate cancers underlies transcriptional diversity and metastatic potential.

  PMID 36450752 · PMC9712620 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 70

  AR chromatin binding is highly heterogeneous between primary prostate tumors, with <5% of all AR binding sites (ARBS) shared by half of the 88 tumors analyzed

  prostate normal pca lncap chip-seq starr-seq luciferase

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• Spatial-reprogramming derived GPNMB(+) macrophages interact with COL6A3(+) fibroblasts to enhance vascular fibrosis in glioblastoma.

  PMID 41174767 · PMC12577258 · Genome medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  COL6A3+ TAFs are a distinct matrix-fibroblast subset significantly enriched in non-responders to neoadjuvant antiangiogenic+ICB combination therapy

  gbm ffpe col6a3+ thp-1 scrna-seq spatial multiplex

• An engineered tumor organoid model reveals cellular identity and signaling trajectories underlying SFPQ-TFE3 driven translocation RCC.

  PMID 40463960 · PMC12131257 · iScience · 2025 · 8 claims · 7 setups

  Has reproduction · 88

  SFPQ-TFE3 expression is sufficient to transform normal kidney epithelial tubuloids into tRCC

  kidney tubuloids immunodeficient tub rt-qpcr western histology