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).

• ddRAD-seq reveals the genetic structure and detects signals of selection in Italian brown trout.

  PMID 35100964 · PMC8805291 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 9 setups

  Has reproduction · 87

  Italian brown trout populations are genetically differentiated but show strong admixture from stocking practices, especially with the Atlantic lineage.

  brown snp subset salmo ddrad-seq admixture newhybrids

• Stress testing reveals selective vulnerabilities in protein homeostasis.

  PMID 41575849 · PMC13040462 · Cell reports · 2026 · 8 claims · 8 setups

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  Tn-seq fitness profiling across strains lacking major chaperones/proteases under proteotoxic stress reveals stress- and strain-specific fitness determinants otherwise masked by redundancy

  caulobacter transposon growth sequencing

• Automated mapping of DNA replication fork progression in human cells with ForkML.

  PMID 41577668 · PMC12932727 · Nature communications · 2026 · 8 claims · 8 setups

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  ForkML uses double BrdU pulse-labelling and nanopore sequencing with a machine-learning fork detection/orientation pipeline to automatically map thousands of individual replication fork velocities.

  hct116 hela bj-htert cerevisiae nanopore gloe-seq mass

• MEIOC prevents continued mitotic cycling and promotes meiotic entry during mouse oogenesis.

  PMID 41287933 · PMC12848572 · Development (Cambridge, England) · 2026 · 8 claims · 4 setups

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  MEIOC prevents continued mitotic cycling in preleptotene oocytes prior to meiotic entry

  e16.5 e14.5 ovarian edu bulk single-cell

• Effects of replication domains on genome-wide UV-induced DNA damage and repair.

  PMID 36155646 · PMC9536635 · PLoS genetics · 2022 · 8 claims · 7 setups

  Has reproduction · 74

  Ongoing replication stimulates local nucleotide excision repair in both early and late replication domains as those regions become replicated

  hela damage-seq xr-seq edu-seq

• TSniffer: unbiased de novo identification of RNA editing sites and quantification of editing activity in RNA-seq data.

  PMID 41549280 · PMC12838065 · Genome biology · 2026 · 8 claims · 6 setups

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  TSniffer is a novel tool that uses a rolling window Fisher's exact test approach to identify RNA editing sites (TsRegions) de novo in RNA-seq data without relying on editing databases or two-sample differential comparison.

  type hela mm10 brain rna-seq genomic database

• 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

• TFAP2 paralogs facilitate chromatin access for MITF at pigmentation and cell proliferation genes.

  PMID 35580127 · PMC9159589 · PLoS genetics · 2022 · 8 claims · 8 setups

  Has reproduction · 95

  Pigmentation genes are only expressed in mitfa-expressing zebrafish melanocyte-lineage cells that also express tfap2 paralogs

  gfp+ sk-mel-28 tfap2a single-cell crispr atac-seq

• DeepRNA-Reg: a deep-learning based approach for comparative analysis of CLIP experiments.

  PMID 41055236 · PMC12505516 · RNA biology · 2025 · 8 claims · 5 setups

  Has reproduction · 100

  DeepRNA-Reg, a recurrent neural network-based algorithm, provides a superior prediction set for differential HITS-CLIP analysis compared to dCLIP.

  dgcr8 mir-23 predicted ago2 gene flow

• The tumour suppressor L(3)mbt inhibits neuroepithelial proliferation and acts on insulator elements.

  PMID 21857667 · PMC3173870 · Nature cell biology · 2011 · 8 claims · 8 setups

  Has reproduction · 90

  Brain tumors in l(3)mbt mutants originate from overproliferation of neuroepithelial cells of the optic lobes, not from defects in asymmetric cell division.

  drosophila chip-seq chip immunostaining

• Dynamic single-cell transcriptomics reveals lsamp-guided neural network formation in male S. japonicum driving female reproduction.

  PMID 41571647 · PMC12905319 · Nature communications · 2026 · 8 claims · 8 setups

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  Generated a high-resolution single-cell transcriptomic atlas of 104,671 cells from male and female S. japonicum across four developmental stages, identifying 76 distinct cell populations

  dissociated japonicum reproductive gscs single-cell fluorescence-activated whole-mount

• scLong: a billion-parameter foundation model for capturing long-range gene context in single-cell transcriptomics.

  PMID 41639087 · PMC12982784 · Nature communications · 2026 · 7 claims · 4 setups

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  scLong performs self-attention across all ~27,874 human genes, including lowly expressed ones, to capture long-range gene dependencies missed by models restricted to highly expressed gene subsets

  million norman self-supervised transcriptional genetic

• Endothelial PDGF Signaling Dysregulation Impairs Testicular Interstitial Homeostasis in Diabetes.

  PMID 41643060 · PMC13073339 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 7 setups

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  Testicular endothelial cells (TECs) function as a central signaling hub coordinating intercellular communication within the human testicular interstitium

  testicular testis leydig diabetic single-cell integrative cell-cell

• Alternative splicing-triggered mRNA decay informs splice-switching targets for neurodevelopmental disorders.

  PMID 41678398 · PMC13078869 · The Journal of clinical investigation · 2026 · 7 claims · 12 setups

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  EANMD, a new computational tool, identifies AS-NMD exons using the 50 nt rule plus additional transcript-level features and outperforms existing tools (SpliceTools, NMD Classifier)

  neuro2a embryonic e14.5 cortical rna-seq pacbio rt-pcr

• Dynamic regulation of spermatogenesis and hybrid sterility revealed by single-cell analysis in yak and cattle.

  PMID 41622528 · PMC12916010 · Molecular biology and evolution · 2026 · 7 claims · 8 setups

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  Cattle and yak testes contain seven types of spermatogonia, ten spermatocyte subtypes, and ten spermatid types with largely conserved transcriptional programs governing spermatogenic fate transitions.

  testicular spermatocytes spermatids bc1 single-cell chromosome hematoxylin

• NET-prism enables RNA polymerase-dedicated transcriptional interrogation at nucleotide resolution.

  PMID 31156037 · PMC6693550 · RNA biology · 2019 · 8 claims · 7 setups

  Has reproduction · 67

  NET-prism, an adapted NET-seq protocol using immunoprecipitation of Pol II-associated factors, enables strand-specific, nucleotide-resolution interrogation of transcription dynamics for any Pol II-interacting protein.

  e14 mass western net-prism

• Feed-forward loops by NR5A2 ensure robust gene activation during pre-implantation development.

  PMID 41355514 · PMC12848575 · Development (Cambridge, England) · 2026 · 8 claims · 8 setups

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  NR5A2 chromatin binding is dynamic, changing genome-wide from the 2-cell to the morula stage, with peak numbers and target regions (e.g. SINE B1/Alu) shifting over developmental time

  2-cell embryonic 8-cell zygotes cut&tag chip-seq h3k27ac

• Chromatin state architecture governs transcription factor accessibility across plant genomes.

  PMID 41570051 · PMC12867329 · PLoS genetics · 2026 · 8 claims · 8 setups

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  Chromatin states show a large degree of functional conservation between Arabidopsis thaliana and Marchantia polymorpha across more than 450 million years of land plant evolution

  arabidopsis marchantia chromhmm atac-seq antibody-based

• Nanog mediated control of TBX3-GATA6 circuitry in primitive endoderm differentiation of mESCs.

  PMID 41629627 · PMC12979688 · EMBO reports · 2026 · 8 claims · 8 setups

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  NANOG partners with TBX3 and the PRC2 complex to maintain ESC identity by silencing PrE genes through distal enhancers

  rcnβh escs qpcr rna-seq chip-seq

• Heterozygous ADAR mutant mice exhibit RNA sensing-dependent neuroinflammation and phenotypes associated with Aicardi-Goutières syndrome.

  PMID 41704749 · PMC12907846 · iScience · 2026 · 8 claims · 8 setups

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  A heterozygous Adar G1007R (mouse G956R/G567) mouse model recapitulates the genetic and inflammatory features of human ADAR G1007R AGS patients

  brain computational coronal adar1 real-time bulk ingenuity