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).

• Similarities and differences in genome-wide expression data of six organisms.

  PMID 14737187 · PMC300882 · PLoS biology · 2004 · 8 claims · 8 setups

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  Coexpression of functionally related genes is frequently conserved across evolutionarily distant organisms

  saccharomyces caenorhabditis escherichia arabidopsis genome-wide large-scale developmental

• Integrating single-cell and single-nucleus datasets improves bulk RNA-seq deconvolution.

  PMID 41895263 · PMC13106970 · Cell reports methods · 2026 · 8 claims · 5 setups

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  scRNA-seq references yield significantly higher Pearson correlation and lower RMSE than snRNA-seq references for deconvolution across all four tissue datasets

  adipose same fat-cell real pseudobulk single-cell synthetic

• High-resolution mapping of transcriptional dynamics across tissue development reveals a stable mRNA-tRNA interface.

  PMID 25122613 · PMC4216921 · Genome research · 2014 · 8 claims · 7 setups

  Has reproduction · 87

  mRNA codon and amino acid pools are highly stable across mouse development and across tissues, simply reflecting the genomic background distribution of any possible transcriptome.

  c57bl strand-specific pol computational

• Pan-Cancer Single-Cell RNA Sequencing Analysis Refines Multi-Origin Monocyte and Macrophage Lineages.

  PMID 41231218 · PMC12865363 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  TAMs arise from two distinct origins: C1QC+ TAMs likely derive from resident tissue macrophages, while SPP1+ TAMs and ISG15+ TAMs likely originate from circulating monocytes.

  myeloid melanoma monocyte-to-macrophage coad-read scrna-seq differential developmental

• Integrative Transcriptomic Analysis and Co-Expression Network Characterization of Soybean Developmental Tissues.

  PMID 41977661 · PMC13075193 · Plants (Basel, Switzerland) · 2026 · 8 claims · 6 setups

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  Tissue identity (seed vs. non-seed) is the dominant driver of transcriptomic variation, as shown by clear separation on PC1

  glycine same seed-upregulated bulk principal differential

• Comparing time series transcriptome data between plants using a network module finding algorithm.

  PMID 31164912 · PMC6544932 · Plant methods · 2019 · 8 claims · 6 setups

  Has reproduction · 59

  Converting gene expression patterns into co-expression networks and applying a cross-species network module finding algorithm (OrthoClust with simulated annealing) solves the problem of matching developmental stages between two species without requiring one-to-one stage mapping.

  soybean arabidopsis cross-species module reciprocal bulk co-expression

• 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

• Integromics: challenges in data integration.

  PMID 12186644 · PMC139396 · Genome biology · 2002 · 8 claims · 7 setups

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  There is no simple solution to database integration in genomics/bioinformatics

  lines molecular gene monsanto high-throughput cluster-correlation microarray

• Deciphering the Immune Microenvironment at the Forefront of Tumor Aggressiveness by Constructing a Regulatory Network with Single-Cell and Spatial Transcriptomic Data.

  PMID 38254989 · PMC10815467 · Genes · 2024 · 7 claims · 8 setups

  Has reproduction · 85

  High expression of transcription factors FOXA1 and EZH2 in malignant cells at the invasive front plays a key role in driving tumor progression

  breast er+ epithelial malignant scrna-seq spatial copy

• A cell atlas of multiple liver organoids and the fetal liver based on scRNA-seq.

  PMID 41736863 · PMC12927097 · iScience · 2026 · 8 claims · 8 setups

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  A unified liver organoid cell atlas of 217,025 high-quality cells was constructed by integrating scRNA-seq data from 15 organoid samples across 9 studies with human fetal liver data (5-19 weeks gestation)

  liver fetal endoderm-derived mesoderm-derived scrna-seq pseudotime pearson

• 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

• The proteomic landscape and temporal dynamics of human and mouse gastruloid development.

  PMID 42032312 · PMC13179132 · Nature cell biology · 2026 · 8 claims · 8 setups

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  Generated a quantitative proteomic, phosphoproteomic, and matched transcriptomic resource across four stages of human and mouse gastruloid development

  escs gastruloids sox2-mcitrine quantitative phosphoproteomics bulk

• Modular genetic architecture underlies human hand and foot evolution.

  PMID 42118837 · PMC13187773 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

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  Gene expression and regulatory modules strongly separate metapodials from phalanges, and separate tissues to a lesser extent along the anterior-posterior axis or between limb types

  developing e15.5 chimpanzee developmental rna-seq atac-seq skeletal

• Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod.

  PMID 33782539 · PMC8007741 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 57

  t-SNE clustering of all-gene expression data groups field-collected (diapause program) samples into one cluster while early and late culture (reproductive program) samples separate into two distinct phenotypes

  calanus same 11k degs bulk dimensionality differential

• Spatiotemporal dynamics of spermatogenesis: insights from high-resolution spatial transcriptomics and pseudotime trajectories in mouse testes.

  PMID 41602862 · PMC12832764 · Frontiers in reproductive health · 2025 · 8 claims · 7 setups

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  Salus-STS (1 μm resolution) combined with the Salus Cellbins Algorithm enables accurate subcellular segmentation of individual testicular cells in dense tissue

  testicular testis seminiferous top high-resolution integration pseudotime

• Molecular signatures of cell diversity modulated by long noncoding RNAs in the human fetal spinal cord.

  PMID 42006319 · PMC13090696 · iScience · 2026 · 8 claims · 7 setups

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  Three neural stem cell (NSC) lineages (NSC1, NSC2, NSCs) were annotated in the human fetal spinal cord

  fetal nsc2 scrna-seq scstereo velocity

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

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  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• EMTscore infers divergent EMT pathways from omics data and enables rapid screening for EMT-associated gene sets.

  PMID 42097304 · PMC13186194 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  EMTscore is an R package providing efficient, unbiased scoring of multiple EMT pathways from single-cell or bulk omics data

  small a549 trunk bulk scrna-seq

• 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

• The reprogramming and function of H4K20me1 during early embryo development.

  PMID 42020515 · PMC13261155 · EMBO reports · 2026 · 7 claims · 8 setups

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  Low-input CUT&RUN (as few as 100 cells) reliably maps H4K20me1 and correlates strongly with conventional ChIP-seq

  k562 oocytes embryos zebrafish cut&run chip-seq immunofluorescence