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).

• p53 mutations occur in clinical, but not latent, human prostate carcinoma.

  PMID 7737911 · PMC5920585 · Japanese journal of cancer research : Gann · 1995 · 5 claims · 4 setups

  Full-text index only

  p53 point mutations occur in clinical prostate cancer but not in latent (subclinical) prostate carcinoma

  prostate sscp rflp direct

• PDGFRA defines the mesenchymal stem cell Kaposi's sarcoma progenitors by enabling KSHV oncogenesis in an angiogenic environment.

  PMID 31881074 · PMC6980685 · PLoS pathogens · 2019 · 8 claims · 8 setups

  Has reproduction · 85

  Pα(+)S (PDGFRA-positive/SCA-1-positive) bone marrow-derived MSCs are KS spindle-cell progenitors

  bone k-pα nude flow viral immunofluorescence

• VIST: variational inference for single cell time series.

  PMID 41535949 · PMC12892444 · Genome biology · 2026 · 8 claims · 6 setups

  Full-text index only

  VIST is a VAE-based method that decomposes single-cell gene expression into time-dependent and time-independent latent components

  toy drosophila aorta lung synthetic time-course latent

• Multiomic analysis of malignant pleural mesothelioma identifies molecular axes and specialized tumor profiles driving intertumor heterogeneity.

  PMID 36928603 · PMC10101853 · Nature genetics · 2023 · 8 claims · 6 setups

  Has reproduction · 80

  The WHO histopathological classification of MPM accounts for only up to ~10% of interpatient molecular differences

  mpm mesomics whole-genome bulk methylation

• CanSig Benchmarks Methods for Reproducible Cancer Cell State Discovery from Single-Cell Transcriptomic Data.

  PMID 41231245 · PMC13053056 · Cancer research · 2026 · 7 claims · 7 setups

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  CanSig is a comprehensive benchmarking tool for evaluating computational methods that identify shared transcriptional signatures in cancer from scRNA-seq data

  neftel kim scrna-seq same scrna-seq ground-truth robustness

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data.

  PMID 38950178 · PMC11236288 · Bioinformatics (Oxford, England) · 2024 · 8 claims · 2 setups

  Has reproduction · 40

  DeepGSEA is an explainable deep gene set enrichment analysis method built on interpretable, prototype-based neural networks.

  simulated real-world simulation scrna-seq-based

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 8 claims · 7 setups

  Has reproduction · 84

  DeepProg is a novel ensemble framework of deep-learning and machine-learning approaches that robustly predicts patient survival subtypes using multi-omics data

  cancer breast hepatocarcinoma tcga multi-omics gene rna-seq

• The first single-stranded DNA virus targeting Pectobacterium belongs to the family Microviridae and demonstrates a broad host range to Pectobacterium brasiliense soft rot pathogens.

  PMID 41739249 · PMC12935840 · Archives of virology · 2026 · 8 claims · 8 setups

  Has reproduction · 90

  Phage Mimer is the first described lytic ssDNA (Microviridae) phage targeting Pectobacterium

  phage conserved gpg cscl-gradient-purified whole-genome comparative intergenomic

• Bioavailable Nutrients (N and P) and Precipitation Patterns Drive Cyanobacterial Blooms in Missisquoi Bay, Lake Champlain.

  PMID 34683418 · PMC8537112 · Microorganisms · 2021 · 8 claims · 8 setups

  Has reproduction · 67

  High concentrations of N and P were typically measured in April and May, before blooms occurred.

  water filtered lugol's-iodine-preserved 16s 16s nutrient situ

• Host-pathogen studies in the post-genomic era.

  PMID 11178231 · PMC138846 · Genome biology · 2000 · 7 claims · 7 setups

  Full-text index only

  DNA arrays have been used to study host and/or pathogen gene expression for four viruses (HCMV, HHV8, HIV-1, HPV31) and two bacteria (Listeria monocytogenes, Salmonella)

  foreskin b-cell t-cell normal pathogen host

• Bioinformatic mapping of AlkB homology domains in viruses.

  PMID 15627404 · PMC544882 · BMC genomics · 2005 · 8 claims · 8 setups

  Full-text index only

  AlkB-like domains are found in at least 22 different single-stranded RNA positive-strand plant viruses, mainly within a subgroup of the Flexiviridae family.

  ncbi 146-sequence representative hel psi-blast pfam profile

• Meta-analysis of inter-species liver co-expression networks elucidates traits associated with common human diseases.

  PMID 20019805 · PMC2787626 · PLoS computational biology · 2009 · 8 claims · 8 setups

  Full-text index only

  A novel semi-parametric meta-analysis method (based on a gene-centric Glass's d effect size) outperforms existing parametric and non-parametric meta-analysis methods at identifying functionally coherent gene pairs across species.

  liver simulated conserved nearly gene simulation kolmogorov-smirnov

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

  Full-text index only

  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA hub genes and VAE 10-dimensional representation as features for an SVM classifier achieves high accuracy in predicting CRC

  colorectal same combined meturquoise microarray differential batch

• TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.

  PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 8 claims · 5 setups

  Has reproduction · 84

  TransOrGAN can infer transcriptomic profiles between any 2 of 9 rat organs with an average cosine similarity of 0.984 versus real profiles

  fischer computational transcriptomic same bulk gan-based autoencoder