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).

• Developmental stage dominates cell-type identity and reveals a chromatin regulatory function for Rad50 in Drosophila.

  PMID 41978263 · PMC13076223 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Developmental stage is a stronger determinant of transcriptional identity than cell type across Drosophila neurons, glia, and hemocytes

  neurons cns e16 salivary bulk atac-seq western

• 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

• Major transitions in early coral development: novel insights enabled by visualisation of a comprehensive transcriptomic dataset for Acropora millepora.

  PMID 41612263 · PMC12924552 · BMC biology · 2026 · 8 claims · 6 setups

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  Profiling gene expression across 26 life stages of A. millepora and building an interactive Shiny-based tool (DEView) enables comprehensive visualisation of developmental transcriptomic data.

  acropora millepora bulk differential pca

• Cell atlases and the developmental foundations of the phenotype.

  PMID 41662466 · PMC12904592 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  There is a proportional relationship between average developmental similarity (⟨simD⟩) and average phenotypic similarity (⟨simP⟩) across genes, supporting the D–P rule on average

  caenorhabditis gene elegans single-cell phenotype non-negative

• Comprehensive stage- and tissue-specific transcriptome of the global ecosystem service insect, marmalade hoverfly Episyrphus balteatus.

  PMID 41927565 · PMC13216633 · Scientific data · 2026 · 8 claims · 8 setups

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  Generated a comprehensive developmental- and tissue-resolved transcriptome dataset for Episyrphus balteatus as a community resource

  egg larva pupa antenna bulk

• From bud formation to flowering: transcriptomic state defines the cherry developmental phases of sweet cherry bud dormancy.

  PMID 31830909 · PMC6909552 · BMC genomics · 2019 · 7 claims · 7 setups

  Has reproduction · 88

  Flower bud developmental stages (organogenesis, paradormancy, endodormancy, dormancy release, ecodormancy) are defined by distinct, stage-specific gene expression programs

  flower sweet sequencing differential principal

• 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

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  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

• E3RC: A step-by-step computational protocol for exploring enhancer RNA expression and regulation using conventional RNA-seq data.

  PMID 40716058 · PMC12318280 · STAR protocols · 2025 · 6 claims · 3 setups

  Has reproduction · 62

  E3RC is a computational framework for identifying and quantifying eRNAs and characterizing their expression and transcriptional regulation using conventional RNA-seq data.

  preimplantation genome erna bulk computational motif

• Core transcriptional signatures of phase change in the migratory locust.

  PMID 31292921 · PMC6881432 · Protein & cell · 2019 · 8 claims · 7 setups

  Has reproduction · 60

  PhaseCore genes, identified via AC-PCA across developmental, tissue, and time-course datasets, predict locust phase status (gregarious vs. solitary) with over 87.5% accuracy

  locusta bulk interference transcriptional

• 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

• 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

• Comprehensive multi-omics reveals dynamic chromatin changes and gene regulatory networks during duck folliculogenesis.

  PMID 42063177 · PMC13134274 · Journal of animal science and biotechnology · 2026 · 8 claims · 6 setups

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  H3K27ac dynamics, rather than chromatin accessibility alone, are strongly associated with stage-specific transcriptional increases during follicle selection and maturation

  granulosa gcs chicken rna-seq atac-seq cut&tag

• Daily temperature cycles promote alternative splicing of RNAs encoding SR45a, a splicing regulator in maize.

  PMID 33705553 · PMC8195531 · Plant physiology · 2021 · 8 claims · 4 setups

  Has reproduction · 76

  Increasing maximum daily temperature (MDT) elevates the frequency of alternative splicing in maize leaves, particularly intron retention (IR) and exon skipping (ES).

  maize rna-seq gene differential

• 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

• 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

• 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

• 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

• CITED2 is a druggable epigenetic switch coupling neuronal maturation to regenerative decline.

  PMID 41731079 · PMC13083982 · EMBO molecular medicine · 2026 · 8 claims · 8 setups

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  The transition from immature non-polarized to mature polarized DRG neurons (E12.5-E17.5) is associated with loss of gene expression signatures needed for regenerative growth competence.

  drg sciatic rna-seq integrated immunofluorescence

• Transcriptomic analysis of the highly derived radial body plan of a sea urchin.

  PMID 24696402 · PMC4007537 · Genome biology and evolution · 2014 · 7 claims · 7 setups

  Has reproduction · 68

  A de novo reference transcriptome for Heliocidaris erythrogramma spanning larval, metamorphic, and postmetamorphic stages provides a genomic resource for studying radial body plan evolution.

  sea heliocidaris panther novo rna-seq principal

• TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.

  PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 8 claims · 5 setups

  Has reproduction · 84

  TransOrGAN can infer transcriptomic profiles between any 2 of 9 rat organs with an average cosine similarity of 0.984 versus real profiles

  fischer computational transcriptomic same bulk gan-based autoencoder