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).
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Full-text index only
Deep-learning prediction of gene expression from personal genomes.
PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups
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.
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Has reproduction
Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.
PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 8 claims · 6 setups
A streamlined RNA-guided workflow combining OUTRIDER, FRASER, Borzoi, and MOLGENIS VIP was developed to identify gene-disease associations by linking outlier gene expression/splicing to prioritized patient-level variants
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Has reproduction
Predicting favorable landing pads for targeted integrations in Chinese hamster ovary cell lines by learning stability characteristics from random transgene integrations.
PMID 33304461 · PMC7710658 · Computational and structural biotechnology journal · 2020 · 7 claims · 5 setups
Expression stability in CHO cell lines is controlled at three levels: choice of integration site, transgene integrity/concatemerization pattern, and stress-related cellular processes.
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Has reproduction · 98
Mutations in dnaA and a cryptic interaction site increase drug resistance in Mycobacterium tuberculosis.
PMID 33253310 · PMC7738170 · PLoS pathogens · 2020 · 7 claims · 8 setups
Non-synonymous mutations in dnaA are statistically associated with drug resistance (INH, RIF, SM) in clinical M. tuberculosis strains across two independent GWAS cohorts (China and Vietnam)