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).

• Improved eukaryotic detection compatible with large-scale automated analysis of metagenomes.

  PMID 37032329 · PMC10084625 · Microbiome · 2023 · 8 claims · 7 setups

  Has reproduction · 89

  MAPQ ≥30 filtering improves precision but substantially reduces recall, especially for unrepresented/divergent eukaryotic taxa

  eukdetect simulated zymobiomics read holdout mutation-rate

• Genomic prediction based on selective linkage disequilibrium pruning of low-coverage whole-genome sequence variants in a pure Duroc population.

  PMID 37853325 · PMC10583454 · Genetics, selection, evolution : GSE · 2023 · 8 claims · 6 setups

  Has reproduction

  Selective linkage disequilibrium pruning (SLDP) refines whole-genome SNP sets using GWAS prior information to improve genomic prediction accuracy.

  duroc 1000-individual real low-coverage genome-wide genomic

• On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve.

  PMID 18076765 · PMC2211327 · BMC bioinformatics · 2007 · 8 claims · 4 setups

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  The TGDR-AUC algorithm regularizes the empirical AUC by replacing the non-differentiable 0-1 loss with a smooth sigmoid surrogate function and applies constrained threshold gradient descent regularization

  simulated serum preprocessed simulation mass high-resolution

• Inter-individual variation of DNA methylation and its implications for large-scale epigenome mapping.

  PMID 18413340 · PMC2425484 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  CpG-rich regions (CpG islands) show low and similar methylation levels across individuals, but the sequential order of the few methylated CpGs among the many unmethylated ones varies randomly between individuals.

  cd4+ computational hep direct simulation epigraph

• Assembly of Macromolecular Complexes in the Whole-Cell Model of a Minimal Cell.

  PMID 41427637 · PMC12794154 · The journal of physical chemistry. B · 2026 · 8 claims · 6 setups

  Has reproduction · 67

  The assembly of 21 unique macromolecular complexes (20 plus a reduced ribosome biogenesis model) was incorporated into the existing whole-cell kinetic model of Syn3A.

  jcvi-syn3a syn3a simulated hybrid chemical ordinary

• Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.

  PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups

  Has reproduction · 100

  Stochastic exploration of the gene-regulatory network structure confers enhanced adaptive capacity, enabling GBM cells to converge to new target phenotypes in novel environments.

  gbm glioma gbm-focused glioma-related transcriptomic differential gene-regulatory

• SNP@Evolution: a hierarchical database of positive selection on the human genome.

  PMID 19732458 · PMC2755008 · BMC evolutionary biology · 2009 · 7 claims · 6 setups

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  SNP@Evolution is a hierarchical database integrating HET, FST, and iHS from HapMap Phase II and III to identify genome-wide positive selection signals

  hapmap autosomes simulated sliding snp sliding haplotype-based

• Multilocus analysis of SNP and metabolic data within a given pathway.

  PMID 16412218 · PMC1382210 · BMC genomics · 2006 · 8 claims · 7 setups

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  The combinatorial partitioning method (CPM) with optimal thresholds can identify SNPs associated with quantitative metabolite levels rather than only categorical traits.

  healthy plasma genomic chi-square combinatorial leave-one-out

• OptiType: precision HLA typing from next-generation sequencing data.

  PMID 25143287 · PMC4441069 · Bioinformatics (Oxford, England) · 2014 · 8 claims · 8 setups

  Has reproduction · 95

  OptiType, an ILP-based HLA genotyping algorithm, produces accurate four-digit HLA-I predictions from NGS data not enriched for the HLA cluster.

  colorectal lymphoblastic hapmap genomes rna-seq low-coverage exome

• 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

• Comparative genomic study reveals a transition from TA richness in invertebrates to GC richness in vertebrates at CpG flanking sites: an indication for context-dependent mutagenicity of methylated CpG sites.

  PMID 19329065 · PMC5054122 · Genomics, proteomics & bioinformatics · 2008 · 8 claims · 8 setups

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  Nucleotide preference at CpG flanking sites transitions from 5' T (invertebrates) to 5' A (vertebrates) at the invertebrate-vertebrate boundary

  genomes same pufferfish elegans nucleotide genome-wide kruskal-wallis

• Detecting natural selection by empirical comparison to random regions of the genome.

  PMID 19783549 · PMC2778377 · Human molecular genetics · 2009 · 8 claims · 5 setups

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  Comparing candidate loci to empirically matched random genomic regions (ENCODE data) avoids the strong demographic/mutation assumptions required by theoretical neutral models and provides a robust test for selection

  ceu genomic simulated long-read snp population

• Absence of the TAP2 human recombination hotspot in chimpanzees.

  PMID 15208713 · PMC423135 · PLoS biology · 2004 · 6 claims · 7 setups

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  The human TAP2 recombination hotspot is absent from the homologous region in western chimpanzees.

  western haplotype males simulated resequencing ld-based sperm

• Quantitative serum proteomics using dual stable isotope coding and nano LC-MS/MSMS.

  PMID 19817497 · PMC4684172 · Journal of proteome research · 2009 · 7 claims · 6 setups

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  DSIC labeling achieves high efficiency: 100% for Cysteine (acrylamide) and 98% for Lysine (succinic anhydride)

  standard dsic-labeled immunodepleted serum labeling quantitative in-solution