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).

• CellPolaris: Transfer Learning for Gene Regulatory Network Construction to Guide Cell State Transitions.

  PMID 41498638 · PMC12948241 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Full-text index only

  CellPolaris is a unified computational framework performing TF-centered GRN construction, master TF identification, and TF perturbation simulation

  bulk previously round paired transfer-learning cross-species

• De novo assembly of a transcriptome for Calanus finmarchicus (Crustacea, Copepoda)--the dominant zooplankter of the North Atlantic Ocean.

  PMID 24586345 · PMC3929608 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 59

  A de novo transcriptome for Calanus finmarchicus was assembled from six developmental-stage libraries, yielding 206,041 contigs and a reference set of 96,090 unique comps, representing a new molecular resource for this species.

  calanus pooled raw combined bulk extraction read

• High-fidelity bidirectional translation between single-cell transcriptomes and DNA methylomes with scBOND.

  PMID 41887797 · PMC13138010 · Genome research · 2026 · 7 claims · 6 setups

  Full-text index only

  scBOND is a bidirectional dual-channel VAE framework for cross-modality translation between scRNA-seq and scDNAm that outperforms existing baseline methods (scCross, MAPLE) in both translation directions

  mouseembryo humanbraina paired umap differential

• RNAseq analysis of the parasitic nematode Strongyloides stercoralis reveals divergent regulation of canonical dauer pathways.

  PMID 23145190 · PMC3493385 · PLoS neglected tropical diseases · 2012 · 8 claims · 8 setups

  Has reproduction · 66

  S. stercoralis possesses homologs of nearly all C. elegans dauer genes, but with significant differences in protein structure, developmental regulation, and gene family expansion.

  strongyloides stercoralis mongolian adapter-ligated polyadenylated novo comparative

• Sequencing mRNA from cryo-sliced Drosophila embryos to determine genome-wide spatial patterns of gene expression.

  PMID 23951250 · PMC3741199 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Cryosectioning single blastoderm-stage D. melanogaster embryos along the A–P axis and sequencing mRNA from each slice yields reliable genome-wide spatial expression patterns.

  single methanol-fixed reads slice mrna-seq light-microscopy read

• Involvement of N4BP2L1, PLEKHA4, and BEGAIN genes in breast cancer and muscle cell development.

  PMID 38859961 · PMC11163233 · Frontiers in cell and developmental biology · 2024 · 8 claims · 8 setups

  Has reproduction · 73

  N4BP2L1, PLEKHA4, and BEGAIN, normally highly expressed in breast myoepithelial and smooth muscle cells, are significantly downregulated in breast tumor tissue of a 50-patient cohort

  breast paired embryonic hesc-derived bulk rt-qpcr immunofluorescence

• Recurrent RNA edits in human preimplantation potentially enhance maternal mRNA clearance.

  PMID 36543858 · PMC9772385 · Communications biology · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  Compiled the largest human embryonic A-to-I editome to date from 2071 RNA-seq transcriptomes and identified thousands of per-stage Recurrent Embryonic Edits (REEs, present in ≥50% of samples per stage)

  preimplantation single uniparental embryos rna-seq paired gene

• The Li2 mutation results in reduced subgenome expression bias in elongating fibers of allotetraploid cotton (Gossypium hirsutum L.).

  PMID 24598808 · PMC3944810 · PloS one · 2014 · 8 claims · 7 setups

  Has reproduction · 58

  The Li2 mutation significantly reduces subgenome (homeolog) expression bias in the elongating fiber transcriptome.

  developing rna-seq expressed subgenome-biased paired-end rna-seq rt-qpcr

• bayesReact: expression-coupled regulatory motif analysis detects microRNA activity across cancers, tissues, and at the single-cell level.

  PMID 41657247 · PMC12884093 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Full-text index only

  bayesReact is a novel fully Bayesian generative model for inferring regulatory motif (e.g., miRNA) activity from bulk or single-cell expression data

  tcga gtex stem embryonic paired semi-synthetic single-cell

• Quantitative epigenetic co-variation in CpG islands and co-regulation of developmental genes.

  PMID 23999385 · PMC6505400 · Scientific reports · 2013 · 8 claims · 8 setups

  Has reproduction · 95

  Four epigenetic modifications (DNA methylation, H3K4me2, H3K4me3, H3K27me3) in mouse CGIs undergo combinatorial variation (co-variation) across ESCs, NPCs and adult brain during neuron differentiation.

  embryonic escs dem-cgis demg methylation chip-seq gene

• 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

• 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

• Haplotype-resolved and near telomere-to-telomere assembly of the autotetraploid potato genome.

  PMID 41634861 · PMC12955163 · Genome biology · 2026 · 8 claims · 8 setups

  Full-text index only

  PHap is a new pipeline that enables haplotype-resolved, near-T2T assembly of autopolyploid genomes using only standard HiFi, ONT-UL, and Hi-C sequencing data

  autotetraploid parental huashu4 pacbio hi-c illumina

• Viral Diagnostics in Plants Using Next Generation Sequencing: Computational Analysis in Practice.

  PMID 29123534 · PMC5662881 · Frontiers in plant science · 2017 · 8 claims · 8 setups

  Has reproduction · 100

  Molecular techniques such as RT-PCR only allow detection of known viruses, with each test specific to one or a small number of related viruses, so unknown viruses can be missed

  garlic pepper pear grapevine rna-seq srna-seq

• Bulk and single-cell characterisation of the immune heterogeneity of atherosclerosis identifies novel targets for immunotherapy.

  PMID 36855107 · PMC9974063 · BMC biology · 2023 · 8 claims · 8 setups

  Has reproduction · 70

  Integration of scRNA-seq datasets from human atherosclerosis samples identifies 28 distinct immune cell subpopulations with heterogeneity in tissue preference, genetics, function, immune dynamics, transcriptional regulators, metabolism, and cell communication.

  immune atherosclerotic cd4+ cd8+ scrna-seq gsea pseudotime