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).

• Predicting failure rate of PCR in large genomes.

  PMID 18492719 · PMC2441781 · Nucleic acids research · 2008 · 7 claims · 8 setups

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  The number of predicted primer-binding sites in genomic DNA is the most important factor determining PCR failure.

  genomic genome pcr combined large-scale exact-match mismatch-tolerant

• Fractional ridge regression: a fast, interpretable reparameterization of ridge regression.

  PMID 33252656 · PMC7702219 · GigaScience · 2020 · 7 claims · 2 setups

  Has reproduction · 84

  Ridge regression can be reparameterized in terms of the fraction γ between the L2-norms of the regularized and unregularized coefficient solutions (fractional ridge regression, FRR).

  synthetic brain benchmarking general

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• Systems biology approaches for the study of multiple sclerosis.

  PMID 18505469 · PMC3865652 · Journal of cellular and molecular medicine · 2008 · 8 claims · 8 setups

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  The MHC locus on chromosome 6p21 is the strongest genetic region linked to MS susceptibility.

  patients lesion osteopontin monocyte-depleted genetic large-scale gene

• Gene function in the mammalian genome, courtesy of the mouse.

  PMID 12537544 · PMC151280 · Genome biology · 2003 · 8 claims · 8 setups

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  Mosaicism of Mus musculus domesticus and Mus musculus musculus haplotypes exists across the inbred laboratory mouse genome, and genome-wide haplotype mapping can enhance positional cloning

  inbred genome mice model genome-wide large-scale phenotypic

• The mitochondrial genome, a growing interest inside an organelle.

  PMID 18488415 · PMC2526360 · International journal of nanomedicine · 2008 · 8 claims · 8 setups

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  mtDNA mutations are causally linked to a wide range of mitochondrial diseases, aging, and chronic degenerative diseases

  post-mitotic mtdna homozygous high-fat southern rflp-pcr dhplc

• aCLImatise: automated generation of tool definitions for bioinformatics workflows.

  PMID 33325479 · PMC8016486 · Bioinformatics (Oxford, England) · 2021 · 6 claims · 3 setups

  Has reproduction · 93

  aCLImatise automatically generates workflow-language tool definitions by parsing a command-line tool's help output

  samtools single bioconda automated large-scale

• Single-cell protein activity analysis reveals aberrant myogenesis and IGF2-PI3K pathway dependencies in MYOD1-mutant rhabdomyosarcoma.

  PMID 41758938 · PMC12947870 · Science advances · 2026 · 7 claims · 8 setups

  Has reproduction · 84

  MYOD1 L122R-mutant SRMS comprises three coexisting tumor cell states (MYOD1-enriched progenitor-like, proliferative transition, and partially differentiated with reduced MYOD1 activity) reflecting disrupted myogenic differentiation.

  six myod1 independent paired single-nucleus targeted bulk

• From single cells to whole organisms.

  PMID 16420683 · PMC1414103 · Genome biology · 2005 · 8 claims · 8 setups

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  The genetic-interaction map in S. cerevisiae is roughly four times as complex as the protein-protein interaction map, and genetic interactions do not overlap with physical interactions but instead predict functional neighborhoods

  saccharomyces caenorhabditis mammalian cylindromatosis automated interference rnai