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).

• Comparative genomics and understanding of microbial biology.

  PMID 10998382 · PMC2627966 · Emerging infectious diseases · 2000 · 8 claims · 7 setups

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  GC content varies widely among prokaryotic genomes (29% in B. burgdorferi to 68% in M. tuberculosis) and shapes codon usage and amino acid composition.

  completed same sequenced mycobacterium whole-genome comparative phylogenomic

• Application of proteomics methods for pathogen discovery.

  PMID 19751767 · PMC7119679 · Journal of virological methods · 2010 · 8 claims · 6 setups

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  Proteomic techniques can detect and characterize unknown infectious agents in cell culture without prior knowledge of the pathogen

  hlf sequences synthetic conventional 2d-dige gelc-ms

• MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.

  PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 6 claims · 6 setups

  Has reproduction · 50

  MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.

  bovine simulated cami trimming decontamination assembly

• SNPmasker: automatic masking of SNPs and repeats across eukaryotic genomes.

  PMID 16845091 · PMC1538889 · Nucleic acids research · 2006 · 8 claims · 4 setups

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  SNPmasker is a web service combining SNP masking and repeat masking, supporting both coordinate-defined and homology-search-defined input regions, a combination not offered by prior tools

  genome reference genomic runtime sequence comparative

• A model-based approach to selection of tag SNPs.

  PMID 16776821 · PMC1525207 · BMC bioinformatics · 2006 · 7 claims · 5 setups

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  The Li and Stephens hidden Markov model outperforms other tested models (simple Markov, two-state HMM, HMM-4D, greedy GR-1/GR-2) in description code-length, tag set information content, and prediction of tagged SNPs.

  hapmap encode enr112 tag cross-validated entropy tagged

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• Identifying drug effects via pathway alterations using an integer linear programming optimization formulation on phosphoproteomic data.

  PMID 19997482 · PMC2776985 · PLoS computational biology · 2009 · 7 claims · 4 setups

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  An ILP formulation of the Boolean pathway optimization problem fits phosphoproteomic data faster and more efficiently than the previously used genetic algorithm (GA) approach.

  hepg2 computational same bead-based integer comparative