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).

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors.

  PMID 41766654 · PMC12948414 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  MPNST cells are more radioresistant than benign plexiform neurofibroma (pNF) cells in vitro

  mpnst st88-14 nf9511.b jh-2-002 flow fractionated bulk

• Interferon-γ selectively promotes survival of alveolar progenitor cells in a human lung organoid model.

  PMID 41992061 · PMC13187038 · The EMBO journal · 2026 · 8 claims · 7 setups

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  A new human ALVO model supports long-term expansion of alveolar progenitor cells and defined serum-free differentiation into AT1-like cells, improving on prior HTII-280-selection/serum-based protocols

  alvos organoid-derived sorted viability scrna-seq immunofluorescence

• Alternative splicing in pediatric central nervous system tumors highlights oncofetal candidate CLK1 exon 4.

  PMID 41908886 · PMC13017157 · Neuro-oncology pediatrics · 2026 · 8 claims · 6 setups

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  Alternative splicing defines biologically and prognostically meaningful tumor subgroups in pediatric CNS tumors beyond traditional histologic classification

  pediatric kns-42 genome-wide grouped qrt-pcr

• Discovering cancer genes by integrating network and functional properties.

  PMID 19765316 · PMC2758898 · BMC medical genomics · 2009 · 8 claims · 6 setups

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  Cancer genes have distinct PPI network topology (higher connectivity, higher clustering coefficient, shorter path length to known cancer genes) compared to non-cancer genes

  genes gene colon ppi pfam term

• Identification of Cell Subpopulation-Specific Driver Genes Reveals Ideal Candidates for Renal Cell Carcinoma Immunotherapy.

  PMID 42074110 · PMC13115843 · International journal of molecular sciences · 2026 · 8 claims · 8 setups

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  25 immune-related candidate driver genes were identified from tumor, myeloid, and lymphoid cell gene regulatory networks (GRNs) using SCENIC and topological Q statistics.

  kidney lymphoid rcc tcga-kirc single-cell scenic genome-wide

• Programmed genetic instability: a tumor-permissive mechanism for maintaining the evolvability of higher species through methylation-dependent mutation of DNA repair genes in the male germ line.

  PMID 18535014 · PMC2464741 · Molecular biology and evolution · 2008 · 8 claims · 7 setups

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  Repair genes are numerically less common than apoptosis genes in the genomes of multicellular organisms

  yeast familial human-mouse comparative gene mutation

• Synergistic targeting of eIF4A-mediated translation initiation and apoptosis in acute myeloid leukemia.

  PMID 41815287 · PMC12971725 · Blood neoplasia · 2026 · 8 claims · 8 setups

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  EIF4A1 is highly expressed in AML stem- and progenitor-like cells relative to healthy hematopoietic stem/progenitor cells

  healthy aml molm-13 patient-derived single-cell bulk cell-titerglo

• Signatures of Innovation and Selection in the Extremotolerant Yeast Kluyveromyces marxianus.

  PMID 41874284 · PMC13011806 · Genome biology and evolution · 2026 · 8 claims · 9 setups

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  K. marxianus shows a unique stress-resistance syndrome (heat, ethanol, caffeine, propidium iodide, MMS) relative to other Kluyveromyces species

  kluyveromyces marxianus one-to-one liquid heat-shock stress

• DNA methylation of cancer genome.

  PMID 19960550 · PMC2940836 · Birth defects research. Part C, Embryo today : reviews · 2009 · 8 claims · 7 setups

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  Cancer epigenome alterations fall into two main categories: hypermethylation of tumor suppressor genes and hypomethylation of oncogenes or heterochromatin.

  embryonic germ heterozygous cancer gene hypomorphic methyltransferase

• Data driven network inference and longitudinal transcriptomics unveil dynamic regulation in Chronic Lymphocytic Leukaemia models.

  PMID 41540084 · PMC12894745 · NPJ systems biology and applications · 2026 · 8 claims · 8 setups

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  The presence of immune cells in the environment significantly alters CLL cell activation

  autologous monoculture non-adherent pbmc bulk flow deconvolution

• Broad network-based predictability of Saccharomyces cerevisiae gene loss-of-function phenotypes.

  PMID 18053250 · PMC2246260 · Genome biology · 2007 · 8 claims · 4 setups

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  Loss-of-function phenotypes in yeast are predictable from a gene's connections in a functional gene network via guilt-by-association.

  saccharomyces guilt-by-association comparison network-guided

• Systems biology approach for mapping the response of human urothelial cells to infection by Enterococcus faecalis.

  PMID 18047719 · PMC2099488 · BMC bioinformatics · 2007 · 8 claims · 5 setups

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  Deconvoluting gene expression variance into technical (Gaussian, ~6.5% relative SD) and biological components identifies hypervariable (HV) genes that reflect true biological response to infection without requiring replicates

  urothelial clustered genome-wide confocal k-means

• A genetically hard-wired metabolic transcriptome in Plasmodium falciparum fails to mount protective responses to lethal antifolates.

  PMID 19023412 · PMC2581438 · PLoS pathogens · 2008 · 7 claims · 5 setups

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  WR99210 treatment does not overproduce protective levels of DHFR-TS RNA, the gene's principal target

  falciparum microarray qrt-pcr clonal

• Multi-Omic Profiling of T Cell-Mediated Rejection After Kidney Transplantation Reveals B Cell Receptor Repertoire Expansion and Its Prognostic Relevance.

  PMID 41467897 · PMC12752722 · FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026 · 8 claims · 8 setups

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  The BCR repertoire, particularly the IgG isotype, is significantly expanded in TCMR compared to stable renal function (STA) across independent renal transplant cohorts

  kidney healthy lp-1 bcr bulk triple

• Chronic Hypoxia Disrupts Spermatogenesis Through ASXL2-EZH2-Mediated Microtubule Destabilization.

  PMID 41782374 · PMC13159132 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Chronic hypoxia disrupts spermatogenesis by blocking the round-to-elongated spermatid transition, governed by the ASXL2–EZH2 axis

  testes seminiferous sperm including single-cell western transmission

• Human neuronal differentiation under Aβ exposure: a single-cell transcriptomic and epigenomic dataset.

  PMID 41807428 · PMC13103403 · Scientific data · 2026 · 8 claims · 4 setups

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  A paired scRNA-seq and scATAC-seq dataset was generated from NPCs differentiated over Days 0, 7, 13, and 20 under baseline and Aβ 1-42 exposure conditions

  hipsc-derived hippocampal scrna-seq scatac-seq flow

• Pulmonary organoid models demonstrate compositionally driven epithelial plasticity and immune polarization.

  PMID 41940331 · PMC13049529 · iScience · 2026 · 8 claims · 7 setups

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  Cellular composition at seeding (PD vs. BAL vs. Mixed) directs epithelial fate and immune polarization in organoid culture

  lung day organoid epithelial scrna-seq brightfield h&e

• The differentiation of myeloid progenitors is effected by cascading waves of coordinated gene expression that remodel cellular physiology in a characteristic sequence.

  PMID 42118810 · PMC13189416 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  Differentiation of PUER progenitors into macrophages and neutrophils proceeds through cascading waves of coordinated gene expression that remodel cellular physiology in a characteristic order.

  puer kit+ bulk scrna-seq cut&run

• FOXM1 inhibitor, RCM‑1, enhances venetoclax mediated apoptosis through downregulation of ATP2B4 in rhabdomyosarcoma.

  PMID 41789627 · PMC12987556 · International journal of oncology · 2026 · 8 claims · 8 setups

  Has reproduction · 10

  Combination therapy of RCM-1 and venetoclax inhibits RMS tumor growth more efficiently than venetoclax alone in an animal model by decreasing proliferation and inducing apoptosis

  rms injected muscle cck-8 caspase subcutaneous