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).

• OCT4 enhances the firing efficiency of late DNA replication origins in mouse embryonic stem cells.

  PMID 41540072 · PMC12910074 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  In mESCs, a subset of initiation zones (IZs) mapping to mid or late replication-timing (RT) domains fire within 1-2 hours of S-phase entry, much earlier than expected for their RT classification.

  mescs mefs edu-seq repli-seq western

• 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

  Full-text index only

  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

• Inference of RNA polymerase II transcription dynamics from chromatin immunoprecipitation time course data.

  PMID 24830797 · PMC4022483 · PLoS computational biology · 2014 · 8 claims · 8 setups

  Has reproduction · 75

  A convolved Gaussian process model of pol-II occupancy across gene segments captures the transcription wave and yields estimates of transcription speed and promoter-proximal pol-II activity.

  mcf7 promoter gene signals pol-ii clustering transcription

• Single-cell transcriptional dynamics of flavivirus infection.

  PMID 29451494 · PMC5826272 · eLife · 2018 · 8 claims · 7 setups

  Has reproduction · 90

  viscRNA-Seq, a modified Smart-seq2 protocol with an added virus-specific capture oligo, enables simultaneous quantification of host mRNA and intracellular viral RNA from the same single cell.

  huh7 viscrna-seq qpcr gene

• 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

• 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

• Resource Availability Modulates Gene Expression Across Life Stages in a Migratory Butterfly.

  PMID 41797265 · PMC12968515 · Molecular ecology · 2026 · 7 claims · 6 setups

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  Adult female exposure to host plants for egg-laying is associated with differential expression of ecdysteroid and juvenile-hormone pathway genes, consistent with endocrine regulation of reproductive readiness and the oogenesis–flight syndrome

  vanessa bulk gene kegg

• De novo H3.3K27M-altered diffuse midline glioma in human brainstem organoids to dissect GD2 CAR T cell function.

  PMID 41492091 · PMC12948678 · Nature cancer · 2026 · 8 claims · 8 setups

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  FGF4 supplementation during organoid patterning specifically induces pontine/rostral hindbrain brainstem identity

  hes brainstem day developing bulk immunofluorescence scrna-seq

• Combinatory differentiation of human induced pluripotent stem cells generates functional thymic epithelium driving dendritic cell and CD4/CD8 T cell development.

  PMID 41577697 · PMC12932823 · Nature communications · 2026 · 8 claims · 6 setups

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  DOE-based multifactorial screening combined with bulk RNA-seq comparison to scRNA-seq pharyngeal atlases identifies signaling factors that optimize iPSc differentiation toward thymic epithelial progenitors (TEPs)

  ipsc embryonic ipsc-derived bulk scrna-seq qpcr

• Parameter-efficient fine-tuning enables scalable transfer of regulatory sequence models to novel contexts.

  PMID 41618434 · PMC12930932 · Genome biology · 2026 · 8 claims · 7 setups

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  PEFT enables accurate transfer of Borzoi to new datasets while significantly reducing GPU memory and runtime compared to joint training or full fine-tuning

  gtex encode wi-38 thp-1 bulk eqtl variant-flowfish

• AGPAT3 reshapes tumor cell vulnerability to IFNγ-mediated ferroptosis and enhances immunotherapy efficacy through lipid remodeling.

  PMID 41807033 · PMC12983827 · Journal for immunotherapy of cancer · 2026 · 8 claims · 8 setups

  Full-text index only

  A ferroptosis-driver gene signature (FD.sig) and machine learning model (FD.model) can predict ICI response

  pan-cancer tcga a375 machine single-cell bulk

• Regulatory and evolutionary adaptation of yeast to acute lethal ethanol stress.

  PMID 33170850 · PMC7654773 · PloS one · 2020 · 8 claims · 4 setups

  Has reproduction · 68

  Yeast cells activate a rapid transcriptional reprogramming process following acute lethal ethanol stress that is likely adaptive for post-stress survival

  haploid pooled colony bulk pooled

• Dioxin-elicited decrease in cobalamin redirects propionyl-CoA metabolism to the β-oxidation-like pathway resulting in acrylyl-CoA conjugate buildup.

  PMID 35931118 · PMC9418907 · The Journal of biological chemistry · 2022 · 8 claims · 8 setups

  Has reproduction · 73

  TCDD dose-dependently decreases cobalamin (Cbl) levels, compromising MUT activity and redirecting propionyl-CoA metabolism from the canonical Cbl-dependent carboxylation pathway to the alternate Cbl-independent β-oxidation-like pathway.

  liver hepatic intestinal serum targeted untargeted chip-seq

• Enforced MYC expression directs a distinct transcriptional state during plasma cell differentiation.

  PMID 40721291 · PMC12305944 · Life science alliance · 2025 · 8 claims · 7 setups

  Has reproduction · 74

  Acute MYC (T58I) and BCL2 overexpression drives an aberrant B-cell differentiation phenotype with altered surface marker expression while functional antibody secretion is retained

  peripheral rna-seq flow edu antibody

• What's Genetic Variation Got to Do with It? Starvation-Induced Self-Fertilization Enhances Survival in Paramecium.

  PMID 32163147 · PMC7239694 · Genome biology and evolution · 2020 · 8 claims · 5 setups

  Has reproduction · 89

  Self-fertilization enhances heat shock resistance in P. tetraurelia in the absence of new genetic variation

  paramecium heat autogamy bulk

• Transient histone deacetylase inhibition induces cellular memory of gene expression and 3D genome folding.

  PMID 41639407 · PMC12900649 · Nature genetics · 2026 · 8 claims · 8 setups

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  Acute HDAC inhibition (TSA pulse) induces genome-wide H3K27 hyperacetylation and reorganizes the histone modification landscape, shifting more of the genome to an active state.

  e14 simulated mescs calibrated atac-seq bulk

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• 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

• Time course profiling of host cell response to herpesvirus infection using nanopore and synthetic long-read transcriptome sequencing.

  PMID 34244540 · PMC8270970 · Scientific reports · 2021 · 8 claims · 5 setups

  Has reproduction · 50

  BoHV-1 infection causes substantial up- and down-regulation of host gene networks, including antiviral response and viral transcription/translation-associated genes

  bovine direct amplified synthetic

• Development of a split-toxin CRISPR screening platform to systematically identify regulators of human myoblast fusion.

  PMID 41540035 · PMC12808753 · Nature communications · 2026 · 8 claims · 7 setups

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  A CRISPR screening platform combining human myoblast models, a custom muscle-targeted gRNA library (MyoCRISPR-KO Lib), and a split-toxin selection system enables quantitative enrichment of fusion-defective myocytes.

  myoblasts myoblast time-course immunostaining gene