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).

• PAH-former: Transfer learning for efficient discovery of pulmonary arterial hypertension-associated genes.

  PMID 41790620 · PMC12965534 · PloS one · 2026 · 7 claims · 7 setups

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  PAH-former, a Geneformer model fine-tuned on public PAH scRNA-seq data, can perform in silico perturbation to identify and rank candidate PAH disease-associated genes

  pah scrna-seq pah-former candidate scrna-seq transfer perturbation

• Mutation analysis in the long isoform of USH2A in American patients with Usher Syndrome type II.

  PMID 19881469 · PMC4511341 · Journal of human genetics · 2009 · 8 claims · 6 setups

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  Screening all 72 exons of USH2A (long isoform) identifies significantly more mutations than screening only the short-isoform exons 1-21

  genomic ush2 ush2a sscp audiological ophthalmological

• Extensive tissue-specific expression variation and novel regulators underlying circadian behavior.

  PMID 33514540 · PMC7846174 · Science advances · 2021 · 8 claims · 8 setups

  Has reproduction · 63

  >700 tissue-specific transcriptomes generated from w1118 and 141 DGRP Drosophila lines, forming a circadian gene expression atlas

  w1118 dgrp drosophila dgrp-796 bulk high uas-rnai

• Modeling nascent transcription from chromatin landscape and structure with CLASTER.

  PMID 41691282 · PMC13011747 · Genome biology · 2026 · 7 claims · 8 setups

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  CLASTER, a deep neural network combining chromatin landscape tracks and 3D contact maps, accurately predicts kilobasepair-resolution nascent RNA (EU-seq) profiles in a DNA-sequence-agnostic manner

  embryonic mescs chromatin k562 eu-seq chip-seq micro-c

• Massively parallel reporter assay for mapping gene-specific regulatory regions at single-nucleotide resolution.

  PMID 41738738 · PMC12935429 · eLife · 2026 · 8 claims · 8 setups

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  LS-MPRA (BAC-based) and d-MPRA (systematic mutagenesis) are complementary methods for unbiased, high-resolution mapping of cis-regulatory modules.

  mus e14 retina candidate ls-mpra single-cell individual