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).

• NETISCE: a network-based tool for cell fate reprogramming.

  PMID 35725577 · PMC9209484 · NPJ systems biology and applications · 2022 · 8 claims · 4 setups

  Has reproduction · 85

  NETISCE predicts cell fate reprogramming targets in static (GRN/signaling) networks without needing full kinetic parameterization of a dynamical model.

  ascidian pluripotent drosophila signal fvs-finding sfa

• scGeno: a Hidden Markov Model approach to denoise chromosome-scale genotypes from single-cell data.

  PMID 41982479 · PMC13075984 · Bioinformatics advances · 2026 · 7 claims · 4 setups

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  scGeno, a categorical HMM, infers chromosome-level genotype states in mixed-genotype organisms by modeling sequential single-cell allelic expression ratios along chromosomes

  wild-type dnmt1 synthetic embryo single-cell posterior down-sampling

• Conservation and losses of non-coding RNAs in avian genomes.

  PMID 25822729 · PMC4378963 · PloS one · 2015 · 8 claims · 6 setups

  Has reproduction · 100

  Homology-based covariance model (Rfam CM) annotation, combined with tRNAscan-SE and miRBase-derived models, identifies ncRNA loci across 48 avian genomes

  avian bird chicken covariance trna microrna

• VISTA uncovers missing gene expression and spatial-induced information for spatial transcriptomic data analysis.

  PMID 41507434 · PMC12891734 · Communications biology · 2026 · 8 claims · 6 setups

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  VISTA predicts unmeasured gene expression in subcellular spatial transcriptomic data by integrating scRNA-seq and SST through variational inference and geometric deep learning with built-in uncertainty quantification

  brain breast embryo muscle imaging-based sequencing spot-based

• CLAMP: predicting specific protein-mediated chromatin loops in diverse species with a chromatin accessibility language model.

  PMID 41555433 · PMC12903630 · Genome biology · 2026 · 8 claims · 8 setups

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  CLAMP, a chromatin-accessibility language model, predicts protein-mediated chromatin loops across 10 species, 18 proteins, and 24 cell types with superior performance versus existing methods.

  species gm12878 types chromatin cross-protein cross-cell-type

• TF2TG: an online resource mining the potential gene targets of transcription factors in Drosophila.

  PMID 40314147 · PMC12774851 · Genetics · 2026 · 8 claims · 8 setups

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  TF2TG is an online resource integrating motif scan data, ChIP-seq peaks (modENCODE/modERN), Hi-C (TADs), REDfly-curated CRMs, ATAC-seq, protein-protein interaction data, and tissue-specific expression to predict TF-target gene relationships in Drosophila

  drosophila combined motif chip-seq whole-animal

• Bayesian inference of RNA velocity incorporating timepoints, lineage bifurcations, and count data.

  PMID 41860983 · PMC13021174 · PLoS computational biology · 2026 · 8 claims · 8 setups

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  VeloVAE significantly outperforms previous RNA velocity methods in data fit, accuracy of inferred differentiation directions, and transcription rate estimation.

  pancreas developing induced embryo scrna-seq

• Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life.

  PMID 39592593 · PMC11599844 · Nature communications · 2024 · 8 claims · 2 setups

  Has reproduction · 90

  Weak selection conferred by HSC variation created before birth can reliably yield clonal hematopoiesis later in life, demonstrated via shared prenatal circulation of monozygotic (MZ) twins.

  blood simulated fluctuating single-cell

• Mitochondrial localization and function of a subset of 22q11 deletion syndrome candidate genes.

  PMID 18775783 · PMC2729512 · Molecular and cellular neurosciences · 2008 · 8 claims · 8 setups

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  Six 22q11 genes (Mrpl40, Prodh, Slc25a1, Txnrd2, T10, Zdhhc8) encode proteins that localize to mitochondria, including neuronal/synaptic mitochondria.

  orthologues nih-3t3 3t3 mefs bioinformatic egfp co-transfection

• Chromosome-scale Elaeis guineensis and E. oleifera assemblies: comparative genomics of oil palm and other Arecaceae.

  PMID 38918881 · PMC11373658 · G3 (Bethesda, Md.) · 2024 · 8 claims · 8 setups

  Has reproduction · 81

  Improved E. guineensis genome assembly achieved with substantially increased continuity and completeness compared to prior assemblies

  guineensis oleifera root pacbio proximity optical