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).

• Detection of alternative splicing: deep sequencing or deep learning?

  PMID 41520225 · PMC12790623 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  Sequence-based deep learning tools (AlphaGenome, SpliceAI, DeepSplice) show potential for initial hypothesis development and as additional filters in standard RNA-seq pipelines, especially when sequencing depth is limited.

  dilated dcm sequence subsampled bulk rna-seq deep

• A comparative study of techniques for differential expression analysis on RNA-Seq data.

  PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 58

  edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.

  brain neurospheres lymphoblastoid simulation single-end paired-end rna-seq

• Cancer genome standards for long-read sequencing using cancer cell line mixtures.

  PMID 41934171 · PMC13137868 · GigaScience · 2026 · 8 claims · 6 setups

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  Long-read variant calling tools achieve recall rates comparable to short-read gold standards

  colo829 same whole-genome short-read 5mc

• Variation in genetic admixture and population structure among Latinos: the Los Angeles Latino eye study (LALES).

  PMID 19903357 · PMC3087512 · BMC genetics · 2009 · 7 claims · 6 setups

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  LALES Latinos show strong evidence of recent population admixture, primarily from Native American and European ancestries with smaller Asian and African contributions.

  lales native genotyping structure hardy-weinberg