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).

• Assessment of dispersion metrics for estimating single-cell transcriptional variability.

  PMID 41770747 · PMC12970974 · PLoS computational biology · 2026 · 7 claims · 4 setups

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  The variance-to-mean ratio (VMR/Fano factor) scales approximately linearly with increasing dispersion and is independent of dataset size.

  simulated manivannan lana-elola yuzwa computational scrna-seq

• Non-negative matrix factorization and deconvolution as a dual simplex problem.

  PMID 41535969 · PMC12888666 · Genome biology · 2026 · 8 claims · 3 setups

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  The NMF optimization problem can be reduced to searching for K(K-1) variables, independent of the original matrix size M×N.

  unconstrained bulk single-cell image bulk single-cell

• Translation affects mRNA stability in a codon-dependent manner in human cells.

  PMID 31012849 · PMC6529216 · eLife · 2019 · 8 claims · 6 setups

  Has reproduction · 87

  Translation affects mRNA stability in a codon-dependent manner in human cells

  293t time-course orfome slam-seq

• CRAGE-RB-PI-seq reveals transcriptional dynamics of plant-associated bacteria during root colonization.

  PMID 41723172 · PMC13036076 · Nature communications · 2026 · 8 claims · 7 setups

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  CRAGE-RB-PI-seq, combining CRAGE genome engineering with randomly-barcoded promoter-library insertion sequencing, enables targeted amplification of barcoded bacterial transcripts that bypasses plant RNA interference.

  pseudomonas arabidopsis targeted pi-seq conventional

• High-resolution transcriptome and genome-wide dynamics of RNA polymerase and NusA in Mycobacterium tuberculosis.

  PMID 23222129 · PMC3553938 · Nucleic acids research · 2013 · 8 claims · 7 setups

  Has reproduction · 69

  NusA interacts with RNAP ubiquitously throughout the M. tuberculosis chromosome and its ChIP-seq profile mirrors RNAP distribution in both exponential and stationary phase, despite NusA not binding DNA directly.

  mycobacterium tuberculosis chip-seq input strand-specific

• Single-cell and spatial transcriptomics define 20E-driven developmental reprogramming in silkworm wing disc.

  PMID 41730863 · PMC13039787 · Nature communications · 2026 · 8 claims · 7 setups

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  Wing morphogenesis (Wm) cells act as central progenitors/differentiation hub, giving rise to epithelial and cuticle lineages under lineage-specific transcription factors

  mori spodoptera scrna-seq stereo-seq snrna-seq

• 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

• Single-cell transcriptomics of human embryos identifies multiple sympathoblast lineages with potential implications for neuroblastoma origin.

  PMID 33833454 · PMC7610777 · Nature genetics · 2021 · 8 claims · 8 setups

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  In human embryos, intra-adrenal sympathoblasts are directly derived from nerve-associated Schwann cell precursors (SCPs), similarly to chromaffin cells

  embryo sympathoadrenal embryonic adrenal scrna-seq velocity immunohistochemistry

• Multi-modal dissection of cell-type specific TDP-43 pathology in the motor cortex.

  PMID 41803120 · PMC12982666 · Nature communications · 2026 · 7 claims · 4 setups

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  Mainly excitatory cortical neurons are affected by TDP-43 pathology in the ALS/ALS-FTD motor cortex

  post-mortem publicly als single-nucleus single-nucleus spatial genotyping

• A single-cell compendium of human cerebrospinal fluid identifies disease-associated immune cell populations.

  PMID 39744938 · PMC11684814 · The Journal of clinical investigation · 2025 · 8 claims · 4 setups

  Has reproduction · 78

  Integration of public and newly generated scRNA-seq datasets yields a compendium of 139 subjects (193 samples, 403,973 immune cells) spanning CSF and blood across healthy controls and multiple neurologic diseases.

  csf scrna-seq trajectory flow

• Interplay between Non-Coding RNA Transcription, Stringent/Relaxed Phenotype and Antibiotic Production in Streptomyces ambofaciens.

  PMID 34438997 · PMC8388888 · Antibiotics (Basel, Switzerland) · 2021 · 8 claims · 5 setups

  Has reproduction · 49

  The S. ambofaciens ATCC 23877 transcriptome was redefined from RNAseq data into 5587 transcriptional units (4433 monocistronic, 1154 polycistronic) covering 90.8% of the linear chromosome

  streptomyces ambofaciens bulk rna-seq target

• Pharmacogenomic screening identifies and repurposes leucovorin and dyclonine as pro-oligodendrogenic compounds in brain repair.

  PMID 39537633 · PMC11561360 · Nature communications · 2024 · 8 claims · 8 setups

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  A pharmacogenomic scoring strategy (OligoScore) combining transcriptomic signatures and curated oligodendrogenesis gene sets identifies compounds with pro-oligodendrogenic transcriptional activity

  brain neonatal gene cerebellar bulk transcriptomic pharmacogenomic

• Hypoxia leads to reduced mito-nuclear gene expression and increased mtDNA transcriptional pausing in human cells.

  PMID 41507516 · PMC12880982 · Communications biology · 2026 · 8 claims · 6 setups

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  Hypoxia induces a coordinated downregulation of mito-nuclear OXPHOS gene expression across most human cell lines tested

  hct-116 u87 h460 hif1α rna-seq qpcr chip-seq

• 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

• Identification of novel DNA sequence motifs that modulate transcription in T cells.

  PMID 41514212 · PMC12879379 · BMC genomics · 2026 · 8 claims · 8 setups

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  Identified 2,036 novel DNA motifs enriched in regulatory regions of T-cell-specific genes

  t-cell non-t-cell cd4+ sequences rna-seq dnase-seq h3k27ac

• Transcriptomic Responses of the Marine Diatom Phaeodactylum tricornutum to High Carbon and Low Nitrogen Stress.

  PMID 41522215 · PMC12789813 · Ecology and evolution · 2026 · 8 claims · 6 setups

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  Low nitrogen elicits a broader transcriptomic response than high CO2 (4267 vs. 2424 DEGs)

  phaeodactylum bulk qpcr enrichment

• Identifying clinically relevant cell state interactions in the tumor microenvironment of IDH-mutant gliomas using CSI-TME.

  PMID 41807578 · PMC13230996 · Molecular systems biology · 2026 · 7 claims · 8 setups

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  CSI-TME is a computational pipeline that deconvolves bulk tumor RNA-seq into cell-type-specific expression (via CODEFACS), infers transcriptional states per cell type via ICA, and identifies IC pairs from two cell types whose joint activity is associated with survival via Cox regression

  idh-mutant tcga cgga deconvolved scrna-seq bulk independent

• An Erg-driven transcriptional program controls B cell lymphopoiesis.

  PMID 32541654 · PMC7296042 · Nature communications · 2020 · 7 claims · 8 setups

  Has reproduction · 81

  Erg is essential for early B lymphoid differentiation

  erg b220+ prob wild-type lacz rna-seq flow

• Ontogeny and transcriptional regulation of Thetis cells.

  PMID 41634202 · PMC13171621 · Nature · 2026 · 8 claims · 8 setups

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  TCs are radiosensitive haematopoietic cells derived from an IL7R+ progenitor, enriched in fetal liver

  cd45.1 il7r il7r-cre cx3cr1-cre bone fetal scrna-seq

• 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