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).

• Natural variation of HIV-1 group M integrase: implications for a new class of antiretroviral inhibitors.

  PMID 18687142 · PMC2546438 · Retrovirology · 2008 · 7 claims · 6 setups

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  Integrase displays significantly less inter- and intra-subtype amino acid diversity and lower Shannon's entropy than protease or RT.

  genbank hiv-1 protease integrase blastp phylogenetic amino

• Effects of HIV type-1 immune selection on susceptability to integrase inhibitor resistance.

  PMID 19918099 · PMC4155129 · Antiviral therapy · 2009 · 8 claims · 6 setups

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  Primary integrase inhibitor resistance mutations (T66I, E92Q, G140S, Y143C/H/R, Q148H/R/K, N155S/H) were absent in 342 drug-naive individuals, indicating these sites are highly constrained.

  plasma genomic viral aligned bulk sequence-based quantitative

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 7 claims · 4 setups

  Has reproduction · 86

  TNBC can be divided into four gene-expression-defined subtypes: BLIA, BLIS, MES, and LAR

  tnbc unique 719-gene gene term machine

• The diagnosis and management of pre-invasive breast disease: promise of new technologies in understanding pre-invasive breast lesions.

  PMID 14580250 · PMC314415 · Breast cancer research : BCR · 2003 · 8 claims · 8 setups

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  ADH and ductal carcinoma in situ (DCIS) are precursor lesions molecularly similar to adjacent invasive breast cancer

  locally adh brca1 malignant array chromosome-based cdna

• Endemic Venezuelan equine encephalitis in northern Peru.

  PMID 15200823 · PMC3323213 · Emerging infectious diseases · 2004 · 8 claims · 8 setups

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  Four VEE complex lineages cocirculate in the Peruvian Amazon region: subtype ID (Panama genotype and Colombia/Venezuela genotype), subtype IIIC, and a newly proposed subtype IIID

  veev pe2 subtype cotton sscp pcr phylogenetic

• HIV-1 sequence evolution in vivo after superinfection with three viral strains.

  PMID 17716368 · PMC2020475 · Retrovirology · 2007 · 8 claims · 8 setups

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  gag and env-V3 nucleotide evolution follows a similar pattern in all three strains: low substitution rate in the first 2-3 years of infection, then an increase driven mainly by synonymous substitutions

  blood seminal pbmcs biological strain-specific bulk in-house

• Integrated transcriptomic landscape of medulloblastoma and ependymoma reveals novel tumor subtype-specific biology.

  PMID 41159380 · PMC12979040 · Neuro-oncology · 2026 · 8 claims · 8 setups

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  A unified UMAP-based transcriptomic landscape built from 888 medulloblastoma and 370 ependymoma tumors reveals distinct clusters corresponding to known and novel molecular subtypes.

  medulloblastoma ependymoma healthy shh bulk fusion copy

• A ligand-centered framework for γδ T cell activation in colorectal cancer revealed by single-cell and transformer-based perturbation.

  PMID 41607803 · PMC12835328 · Frontiers in immunology · 2025 · 8 claims · 8 setups

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  CRC-infiltrating γδ T cells show varied activation levels, with the TRM-like population being the major tumor-infiltrating subtype and exhibiting the lowest effector and exhaustion signature scores.

  crc-infiltrating crc scrna-seq gene nichenet

• An integrated single-cell lung cancer atlas reveals distinct fibroblast phenotypes between adenocarcinoma and squamous cell carcinomas.

  PMID 41577803 · PMC12920623 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  Inflammatory CAFs (iCAFs) predominate in LUAD, whereas myofibroblastic CAFs (mCAFs) predominate in LUSC

  nsclc epithelial macrophage caf scrna-seq copy gene-set

• Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers.

  PMID 41579861 · PMC12923976 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  oncRNA binary presence-absence patterns constitute digital molecular barcodes that capture cancer type and subtype identity

  tcga exrna cptac mda-mb-231 small machine atac-seq

• Functional copy-number alterations in cancer.

  PMID 18784837 · PMC2527508 · PloS one · 2008 · 8 claims · 3 setups

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  RAE is a comprehensive computational framework that robustly maps chromosomal alterations in tumor samples and statistically assesses their functional importance in cancer.

  pleomorphic hapmap large snp computational

• GDSim: accurate simulation for single-cell transcriptomes based on the guided diffusion model.

  PMID 41978379 · PMC13076945 · Briefings in bioinformatics · 2026 · 8 claims · 4 setups

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  GDSim, a label-guided diffusion-based deep generative network, can simulate scRNA-seq data that closely reflects the true distribution of original data

  real simulated annotated scrna-seq subtype differential

• Genetic diversity of swine influenza viruses isolated from pigs during 2000 to 2005 in Thailand.

  PMID 19453423 · PMC4941901 · Influenza and other respiratory viruses · 2008 · 8 claims · 6 setups

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  Phylogenetic analysis revealed nine distinct genotypes among the 12 Thai SIVs examined.

  swine nasal infectious embryonated rt-pcr subtype-specific viral

• Integrated genomics identifies five medulloblastoma subtypes with distinct genetic profiles, pathway signatures and clinicopathological features.

  PMID 18769486 · PMC2518524 · PloS one · 2008 · 8 claims · 4 setups

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  Unsupervised clustering of expression profiles from 62 medulloblastomas identifies 5 molecular subtypes (A–E)

  relapsed medulloblastoma independent expression array targeted

• DeCAF defines clinical fibroblast subtypes and multidimensional tumor-stroma crosstalk shaping prognosis and immunotherapy response.

  PMID 41707654 · PMC12923980 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  DeCAF is a single-sample kTSP classifier using 9 TSP gene pairs that predicts proCAF vs restCAF subtypes from bulk expression data

  pdac cptac external elyada-sc bulk single-sample classifier

• Aging-associated differences in mammary tumor-initiating populations and immune evasion pathways in breast cancer.

  PMID 41719331 · PMC12933083 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

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  Age at NMU exposure critically influences tumor incidence, mutational burden, molecular subtype, and the tumor immune microenvironment

  virgin mammary tcga-brca carcinogen-induced immunofluorescence bulk

• Distinct molecular and tumor microenvironment characteristics of mucinous adenocarcinoma in colorectal cancer.

  PMID 42100746 · PMC13145884 · iScience · 2026 · 8 claims · 8 setups

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  MAC is associated with significantly worse overall survival than CAC, but only within the MSS subtype

  tcga-crc surgically crc epithelial whole-exome copy consensus

• SELDI-TOF proteomic profiling of breast carcinomas identifies clinicopathologically relevant groups of patients similar to previously defined clusters from cDNA expression.

  PMID 18644101 · PMC2481502 · Breast cancer research : BCR · 2008 · 7 claims · 3 setups

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  SELDI-TOF MS proteomic profiling of breast carcinomas identifies patient subgroups with differential co-expression of protein peaks that are analogous to gene-expression-based classifications (luminal, basal, HER2 subtypes)

  breast seldi-tof hierarchical biomarker

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference-profile-free deconvolution method that incorporates molecular subtyping directly into the deconvolution process, outputting cohort-level cancer subtype and stromal reference profiles rather than per-individual profiles

  tcga simulated muscle-invasive ccrcc computational simulation-based deconvolution

• Stage-stratified molecular profiling of non-muscle-invasive bladder cancer enhances biological, clinical, and therapeutic insight.

  PMID 35028613 · PMC8714941 · Cell reports. Medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 75

  Stage-stratified molecular subclassification (analyzing Ta and T1 separately) is more biologically and clinically informative than subtypes derived from all NMIBC combined, especially for T1 tumors.

  stage combined patients copy genome-wide targeted