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 prediction of gene expression from personal genomes.

  PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups

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  Fine-tuning Enformer on paired personal WGS and RNA-seq data (Variformer) corrects Enformer's failure to predict inter-individual gene expression differences across held-out people.

  gtex rosmap same monocyte paired mutagenesis chromhmm

• ConNIS and labeling instability: New statistical methods for improving the detection of essential genes in TraDIS libraries.

  PMID 41790830 · PMC12991369 · PLoS computational biology · 2026 · 7 claims · 4 setups

  Has reproduction · 83

  ConNIS provides an analytic probability distribution for the length of the longest insertion-free sequence within a gene, given gene length and expected insertion count.

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• Direct resequencing of the complete ERBB2 coding sequence reveals an absence of activating mutations in ERBB2 amplified breast cancer.

  PMID 18418848 · PMC6668724 · Genes, chromosomes & cancer · 2008 · 6 claims · 5 setups

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  Emulsion PCR combined with picotiter plate pyrosequencing (454 sequencing) enables high-resolution, high-throughput detection of low-frequency sequence variants among the many individual copies of an amplified gene.

  erbb2-amplified erbb2-positive plasmid cos-7 emulsion serial immune-complex

• Env-antibody coevolution identifies B cell priming as the principal bottleneck to HIV V2 apex broadly neutralizing antibody development.

  PMID 41686912 · PMC13015429 · Science immunology · 2026 · 8 claims · 8 setups

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  Efficiency of B cell priming, not complexity of Env-guided affinity maturation, is the primary obstacle to V2 apex bNAb elicitation in SHIV-infected macaques.

  shiv-infected plasma igg+ rhesus plasma single-genome next-generation

• Biased exon/intron distribution of cryptic and de novo 3' splice sites.

  PMID 16141195 · PMC1197134 · Nucleic acids research · 2005 · 7 claims · 5 setups

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  Cryptic 3'ss (from 3'YAG consensus mutations) are significantly more frequent in exons than in introns

  disease authentic hek293t nuclear literature shapiro-senapathy splicing