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).

• Genome-scale modeling identifies dynamic metabolic vulnerabilities during the epithelial to mesenchymal transition.

  PMID 39730911 · PMC11681178 · Communications biology · 2024 · 8 claims · 8 setups

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  EMT involves temporal, stage-specific metabolic reprogramming with distinct dependencies in glycolysis and glutamine metabolism.

  a549 recon1 cancer lung bulk single-cell genome-scale

• Development of a split-toxin CRISPR screening platform to systematically identify regulators of human myoblast fusion.

  PMID 41540035 · PMC12808753 · Nature communications · 2026 · 8 claims · 7 setups

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  A CRISPR screening platform combining human myoblast models, a custom muscle-targeted gRNA library (MyoCRISPR-KO Lib), and a split-toxin selection system enables quantitative enrichment of fusion-defective myocytes.

  myoblasts myoblast time-course immunostaining gene

• Integrating co-expression network analysis and machine learning to reveal the regulatory landscape of GPD genes in Chlamydomonas reinhardtii under salinity stress.

  PMID 42004709 · PMC13089224 · PeerJ · 2026 · 8 claims · 8 setups

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  GPD2 and GPD3 cluster into distinct WGCNA co-expression modules (magenta and black, respectively) with contrasting temporal expression profiles

  chlamydomonas genes normalized gpd bulk weighted gene

• Transient histone deacetylase inhibition induces cellular memory of gene expression and 3D genome folding.

  PMID 41639407 · PMC12900649 · Nature genetics · 2026 · 8 claims · 8 setups

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  Acute HDAC inhibition (TSA pulse) induces genome-wide H3K27 hyperacetylation and reorganizes the histone modification landscape, shifting more of the genome to an active state.

  e14 simulated mescs calibrated atac-seq bulk

• Predicting FOX gene candidates for oxic nitrogen fixation using multi-omic machine learning and comparative bioinformatics.

  PMID 41764348 · PMC13056922 · Scientific reports · 2026 · 8 claims · 6 setups

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  Random Forest, XGBoost, and logistic regression classifiers can meaningfully differentiate literature-validated FOX genes from conserved non-essential genes, with Random Forest achieving the best ROC-AUC (~0.80)

  anabaena diazotrophic gene-level trained bulk quantitative transcription-start-site-derived

• 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

• Predicting survival within the lung cancer histopathological hierarchy using a multi-scale genomic model of development.

  PMID 16800721 · PMC1483910 · PLoS medicine · 2006 · 8 claims · 8 setups

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  Multi-scale genomic similarities exist between four human lung cancer subtypes and the developing mouse lung, and these similarities are prognostically meaningful.

  perfused lung microarray principal wilcoxon

• Identification of markers correlating with mitochondrial function in myocardial infarction by bioinformatics.

  PMID 39775580 · PMC11684664 · PloS one · 2024 · 7 claims · 8 setups

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  MitoDEGs in MI are mainly involved in mitochondrial function and ATP synthesis pathways

  left mus combined heart microarray weighted bulk

• A multi-omic single-cell landscape of perinatal mouse skin maps lineage specification and reveals shared dynamics in human fetal skin.

  PMID 41998142 · PMC13144478 · Experimental & molecular medicine · 2026 · 7 claims · 8 setups

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  Integrated scATAC/scRNA multi-omics analysis of developing mouse skin identifies gene network axes underlying skin lineage specification

  dorsal scrna-seq skin fibroblast scatac-seq scrna-seq spatial

• Gene Regulatory Interactions at Lamina-Associated Domains.

  PMID 36833261 · PMC9957430 · Genes · 2023 · 8 claims · 8 setups

  Has reproduction · 31

  Active genes in constitutive LADs (cLADs) reside in euchromatic regions with low LMNB1 and LMNA/C enrichment, i.e., are locally detached from the nuclear lamina

  adipose ascs mesenchymal chip-seq rna-seq atac-seq

• Tensor-cell2cell v2 unravels coordinated dynamics of protein- and metabolite-mediated cell-cell communication.

  PMID 41719185 · PMC12937581 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Tensor-cell2cell v2 implements a non-negative coupled tensor component analysis (CTCA) that jointly factorizes protein- and metabolite-mediated communication tensors sharing context, sender, and receiver dimensions while keeping ligand-type-specific (private) dimensions separate.

  cortical paired single-cell protein-mediated metabolite-mediated

• Rapid detection of genomic imbalances using micro-arrays consisting of pooled BACs covering all human chromosome arms.

  PMID 16221972 · PMC1253841 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  Reducing array complexity by pooling five BACs per spot (covering a chromosome arm) increases robustness to amplification-related ratio variation compared with single-BAC spotting

  normal aneuploid same genomiphi-amplified array-cgh

• WNT10B mutations in human obesity.

  PMID 16477437 · PMC4304000 · Diabetologia · 2006 · 8 claims · 8 setups

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  The WNT10B C256Y missense mutation abrogates the protein's ability to activate canonical WNT signalling and block adipogenesis

  genomic 3t3-l1 subject proband dhplc top-flash western

• The 10 sea urchin receptor for egg jelly proteins (SpREJ) are members of the polycystic kidney disease-1 (PKD1) family.

  PMID 17629917 · PMC1934368 · BMC genomics · 2007 · 8 claims · 5 setups

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  Sea urchins possess 10 SpREJ (PKD1 family) genes, compared to five in humans, all defined by possession of a ~600 residue REJ domain

  strongylocentrotus sprej purpuratus full-length cdna secondary real-time

• HIV replication enhances production of free fatty acids, low density lipoproteins and many key proteins involved in lipid metabolism: a proteomics study.

  PMID 18714345 · PMC2500163 · PloS one · 2008 · 7 claims · 4 setups

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  HIV infection of a human T-cell line differentially regulates 18 proteins involved in lipid metabolism.

  t-cell identified gel maldi-tof bioinformatics

• Fifty Generations of Amitosis: Tracing Asymmetric Allele Segregation in Polyploid Cells with Single-Cell DNA Sequencing.

  PMID 34576874 · PMC8467633 · Microorganisms · 2021 · 7 claims · 7 setups

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  Amitosis causes random assortment of somatic alleles (IESs) in the highly polyploid Paramecium macronucleus, which can be tracked without phenotypic markers using scDNA-seq.

  paramecium tetraurelia telomere-capped simulated single-cell bulk bias

• Polycomb repressive-deubiquitinase complex safeguards oocyte epigenome and female fertility by restraining Polycomb activity.

  PMID 41851118 · PMC13153255 · Nature communications · 2026 · 8 claims · 7 setups

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  BAP1 (PR-DUB catalytic subunit) restricts pervasive, genome-wide H2AK119ub1 accumulation in mouse oocytes

  zygotes oocytes fgo fgos microinjection bulk western

• Enforced MYC expression directs a distinct transcriptional state during plasma cell differentiation.

  PMID 40721291 · PMC12305944 · Life science alliance · 2025 · 8 claims · 7 setups

  Has reproduction · 74

  Acute MYC (T58I) and BCL2 overexpression drives an aberrant B-cell differentiation phenotype with altered surface marker expression while functional antibody secretion is retained

  peripheral rna-seq flow edu antibody

• CRAGE-RB-PI-seq reveals transcriptional dynamics of plant-associated bacteria during root colonization.

  PMID 41723172 · PMC13036076 · Nature communications · 2026 · 8 claims · 7 setups

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  CRAGE-RB-PI-seq, combining CRAGE genome engineering with randomly-barcoded promoter-library insertion sequencing, enables targeted amplification of barcoded bacterial transcripts that bypasses plant RNA interference.

  pseudomonas arabidopsis targeted pi-seq conventional

• Limited protection against early-life lung murine cytomegalovirus infection results from deficiency of cytotoxic CD8 T cells.

  PMID 42008567 · PMC13128127 · PLoS pathogens · 2026 · 9 claims · 9 setups

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  Expansion of endogenous MCMV-specific CD8 T cells is delayed in early life due to a low precursor frequency of peripheral αβ T cells

  peripheral spleen polyclonal neonatal pmhc-i mhc-ii flow