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).

• Deep learning linking mechanistic models to single-cell transcriptomics data reveals transcriptional bursting in response to DNA damage.

  PMID 41779826 · PMC12959883 · eLife · 2026 · 8 claims · 5 setups

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  DeepTX is an interpretable, scalable deep learning inference framework that links mechanistic transcription models to scRNA-seq data to infer genome-wide transcriptional burst kinetics

  synthetic embryonic colorectal computational stochastic scrna-seq deep

• 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

• Simultaneous epigenomic profiling and regulatory activity measurement using e2MPRA.

  PMID 41535307 · PMC12913623 · Nature communications · 2026 · 8 claims · 8 setups

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  e2MPRA, combining lentiviral integration-based MPRA with CUT&Tag or ATAC-seq, enables simultaneous measurement of regulatory activity, protein binding, and epigenetic modification of the same synthetic CRE sequences.

  hepg2 lentimpra atac-seq h3k27ac

• Whither genomics?

  PMID 11104516 · PMC138820 · Genome biology · 2000 · 8 claims · 8 setups

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  Genomics is both a science (understanding genome structure/evolution) and a tool (learning gene function) that collects comprehensive data on all genes, in contrast to genetics which studies a few genes controlling a phenotype

  mammalian budding yeast general expression genome-wide synthetic

• 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

• 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

• Calibrating tissue level PDE models of ligand dynamics using single cell and spatial transcriptomics data.

  PMID 41714655 · PMC13039149 · NPJ systems biology and applications · 2026 · 8 claims · 8 setups

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  scRNA-seq and spatial transcriptomics data provide a rich, underused source of information for calibrating tissue-scale PDE models of ligand dynamics.

  skin combined annotated scrna-seq single-cell spatial cell2location

• With the finished human genome in hand, what next?

  PMID 12844356 · PMC193627 · Genome biology · 2003 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a syntax/query framework for functional classification of genes, expanding beyond E. coli origins into anatomy, pathology, and phenotype data.

  domestic saccharomyces systemic schistosoma comparative functional genetic

• Exploring the regulatory potential of RNA structures in 202 cyanobacterial genomes.

  PMID 41641705 · PMC12873609 · Nucleic acids research · 2026 · 7 claims · 8 setups

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  Screening 202 cyanobacterial genomes identified 402 CRSs matching known RNA families (Rfam and Rho-independent terminators) and 409 novel CRSs.

  cyanobacterial peptide aligned local comparative genome sequence

• 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

• Profiling human androgen receptor mutations reveals treatment effects in a mouse model of prostate cancer.

  PMID 19010817 · PMC2748651 · Molecular cancer research : MCR · 2008 · 8 claims · 8 setups

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  Somatic AR mutations in h/mAR-TRAMP tumors are non-random and their genomic location correlates with treatment type (castration/antiandrogen vs intact).

  mar-tramp testis cv-1 ar-negative immunohistochemistry serum survival