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).

• Transcriptome assembly, profiling and differential gene expression analysis of the halophyte Suaeda fruticosa provides insights into salt tolerance.

  PMID 25943316 · PMC4422317 · BMC genomics · 2015 · 7 claims · 6 setups

  Has reproduction · 73

  De novo assembly of the S. fruticosa transcriptome (Velvet/Oases k-45, CDHIT-EST) produced 54,526 high-quality unigenes with N50 of 957 bp

  suaeda rna-seq novo blastx

• Multimodal learning reveals plants' hidden sensory integration logic.

  PMID 41714925 · PMC13032346 · BMC genomics · 2026 · 8 claims · 8 setups

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  CoMM-BIP (Contrastive Multi-Modal learning with Biologically Informed Priors) integrates transcriptomic, metabolomic, and phenomic data using pathway-guided attention, information-theoretic disentanglement, and domain-aware augmentations

  tomato multimodal transcriptomics metabolomics

• Strawberry atlas: Fragaria vesca gene expression atlas for strawberry genomics.

  PMID 41664659 · PMC12883160 · PeerJ · 2026 · 8 claims · 8 setups

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  A consolidated gene expression atlas of F. vesca built from 233 RNA-seq libraries across nine tissue categories, aligned to the v6 T2T reference genome, was constructed.

  vesca bulk rna-seq qpcr

• A tissue-resolved, network-based transcriptomic framework for abiotic stress responses in sorghum.

  PMID 41904985 · PMC13033392 · The Plant journal : for cell and molecular biology · 2026 · 8 claims · 8 setups

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  Tissue specificity is the dominant determinant of abiotic stress-induced gene reprogramming across drought, heat, and salinity stress in sorghum

  sorghum rna-seq qrt-pcr wgcna

• Chemically guided single-cell transcriptomics reveals sulfotransferase-mediated scaffold remodeling in securinine biosynthesis.

  PMID 41577683 · PMC12929733 · Nature communications · 2026 · 8 claims · 8 setups

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  FsMS is a ketoreductase that reduces premenisdaurilide to menisdaurilide

  suffruticosa synthetic nicotiana pacbio single-cell d2o

• The chromosome-scale genome assembly and annotation of Rosa bracteata (Macartney Rose).

  PMID 41794947 · PMC13096426 · Scientific data · 2026 · 8 claims · 8 setups

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  A chromosome-scale genome assembly of R. bracteata totaling 540.63 Mb with contig N50 of 35.97 Mb was generated, with 501.06 Mb anchored onto seven pseudochromosomes.

  genomic root pacbio young pacbio hi-c rna-seq

• Logical Analysis of Data (LAD) model for the early diagnosis of acute ischemic stroke.

  PMID 18616825 · PMC2492849 · BMC medical informatics and decision making · 2008 · 7 claims · 5 setups

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  An LAD classification model built from a support-set of 3 peptide peaks can distinguish stroke patients from controls with 75% accuracy on an independent validation set

  plasma discretized seldi-tof serum logical

• Cell type-specific epigenetic regulatory circuitry of coronary artery disease loci.

  PMID 41807385 · PMC12979833 · Nature communications · 2026 · 8 claims · 8 setups

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  Integration of CAD GWAS summary statistics with epigenetic data from 45 cell types identifies 1580 candidate CAD genes

  cad-associated disease-relevant types cad variant epigenetic tf-snv