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).

• Identification of Key Differentially Expressed Genes in Arabidopsis thaliana Under Short- and Long-Term High Light Stress.

  PMID 40869111 · PMC12386182 · International journal of molecular sciences · 2025 · 7 claims · 5 setups

  Has reproduction · 75

  Short- and long-term HL responses in Arabidopsis leaves are driven by distinct transcriptional programs, with duration of HL treatment as the primary factor separating transcriptomic clusters.

  arabidopsis bulk hierarchical correlation

• SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 7 claims · 6 setups

  Has reproduction · 77

  SurvConvMixer reformats KEGG Pathways-in-Cancer gene expression values into pathway-level 2D gene expression images and applies a ConvMixer-based model for overall survival prediction

  luad lung bulk gene machine

• Gli1-expressing stromal cells are highly reparative precursors of long-lived chondroprogenitors in the fetal murine limb.

  PMID 41253754 · PMC12627582 · Nature communications · 2025 · 7 claims · 8 setups

  Has reproduction · 10

  Fetal Gli1+ cells (including cells outside the cartilage) are the precursors of postnatal long-lived chondroprogenitors and give rise to most growth-plate chondrocytes juvenile/adult.

  fetal left-cart-p21moe growth gli1creer single-nuclei bulk cre-based

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A hybrid signature combining the Nottingham Prognostic Index with SIS-selected gene expressions can be built in a data-driven fashion (NPI treated as a gene expression during feature selection).

  metabric scan-b gene rna-seq feature

• Vascular adhesion protein-1 defines a unique subpopulation of human hematopoietic stem cells and regulates their proliferation.

  PMID 34719737 · PMC8629906 · Cellular and molecular life sciences : CMLS · 2021 · 7 claims · 8 setups

  Has reproduction · 50

  VAP-1 is expressed on a subset of human HSC and on bone marrow vasculature, forming a hematogenic niche.

  facs-sorted sorted cd34+ bulk single-cell flow

• Clinical and molecular correlation defines activity of physiological pathways in life-sustaining kidney xenotransplantation.

  PMID 37311769 · PMC10264453 · Nature communications · 2023 · 7 claims · 8 setups

  Has reproduction · 69

  Porcine kidney xenografts transplanted into NHPs show only modest growth over time.

  yucatan cynomolgus nhp parathyroid bulk serial plasma

• Elucidation of the molecular responses to waterlogging in Jatropha roots by transcriptome profiling.

  PMID 25520726 · PMC4251292 · Frontiers in plant science · 2014 · 8 claims · 8 setups

  Has reproduction · 93

  24 h of waterlogging significantly alters mRNA abundance of 1968 genes in Jatropha roots (931 up, 1037 down).

  jatropha geo bulk semi-quantitative quantitative