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).

• Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks.

  PMID 35794110 · PMC9258765 · Nature communications · 2022 · 8 claims · 5 setups

  Has reproduction · 94

  Deep learning (FFNN-SS and CNN-CBLV) enables accurate and fast likelihood-free estimation of epidemiological parameters and model selection from phylogenies

  simulated same hiv-1 simulation-based bayesian maximum-likelihood

• A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

  PMID 34316714 · PMC8271219 · NAR cancer · 2021 · 7 claims · 8 setups

  Has reproduction · 85

  EMT and tamoxifen-resistance (TamR) regulatory axes can drive one another, enabling non-genetic heterogeneity via six co-existing phenotypes (ES, ER, HS, HR, MS, MR)

  gene same randomized publicly racipe stochastic randomized

• Screening large-scale association study data: exploiting interactions using random forests.

  PMID 15588316 · PMC545646 · BMC genetics · 2004 · 7 claims · 3 setups

  Full-text index only

  Random forest importance measure significantly outperforms the Fisher Exact test as a screening tool when risk SNPs interact.

  simulated same simulation random fisher

• The evolutionary dynamics of a rapidly mutating virus within and between hosts: the case of hepatitis C virus.

  PMID 19911046 · PMC2768904 · PLoS computational biology · 2009 · 8 claims · 3 setups

  Full-text index only

  The replication rate of the strain that initiates an infection has a strong effect on the fitness of the infection at the between-host level, even though the virus evolves rapidly within the host.

  computational same simulation stochastic parameter-sweep multivariate

• 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

• POCUS: mining genomic sequence annotation to predict disease genes.

  PMID 14611661 · PMC329128 · Genome biology · 2003 · 8 claims · 6 setups

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  Genes predisposing to the same disease tend to share functional annotation IDs (GO/InterPro) more than expected by chance

  omim genome disease comparative pocus expression-id

• Iterative class discovery and feature selection using Minimal Spanning Trees.

  PMID 15355552 · PMC520744 · BMC bioinformatics · 2004 · 7 claims · 5 setups

  Full-text index only

  Iterating between MST-based clustering and t-statistic feature selection removes noise genes step-wise while sharpening the sample clustering

  simulated breast acute diffuse synthetic cdna microarray

• A computational study of off-target effects of RNA interference.

  PMID 15800213 · PMC1072799 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  The chance of RNAi off-target effects is considerable, ranging from 5% to 80% depending on organism and parameters, when using exact sequence identity between siRNA and transcripts.

  schizosaccharomyces caenorhabditis homo pombe off-target mismatch-tolerant rational

• Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies.

  PMID 18654633 · PMC2464715 · PLoS genetics · 2008 · 8 claims · 5 setups

  Full-text index only

  A Bayesian-inspired penalised maximum likelihood stochastic search method can simultaneously analyse all SNPs (up to 500K) from a GWA study in a few hours on a desktop workstation

  fregene-simulated 80k-snp 480k 192k simulated null whole-genome

• Subfunctionalization of duplicated genes as a transition state to neofunctionalization.

  PMID 15831095 · PMC1112588 · BMC evolutionary biology · 2005 · 8 claims · 2 setups

  Full-text index only

  Subfunctionalization plays an important role in duplicate gene retention but functions as a transition state leading to neofunctionalization rather than as a terminal fate.

  model lattice

• Assessing the impacts of COVID-19 vaccination programme's timing and speed on health benefits, cost-effectiveness, and relative affordability in 27 African countries.

  PMID 36882868 · PMC9991879 · BMC medicine · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  Vaccination programmes with earlier start dates yield the most health benefits and lowest ICERs compared to late-starting programmes

  population-level age-structured same ethiopia dynamic epidemiological daly

• The association of Alu repeats with the generation of potential AU-rich elements (ARE) at 3' untranslated regions.

  PMID 15610565 · PMC544599 · BMC genomics · 2004 · 6 claims · 4 setups

  Full-text index only

  Alu repeats are a source of AREs at 3' UTRs of human mRNA, via poly-A regions of Alu generating complementary poly-T/poly-U regions that acquire regular adenine insertions to form ARE motifs.

  utr computationally are repeat positional

• Minisequencing mitochondrial DNA pathogenic mutations.

  PMID 18402672 · PMC2377236 · BMC medical genetics · 2008 · 7 claims · 7 setups

  Full-text index only

  A minisequencing multiplex assay can interrogate 25 pathogenic mtDNA mutations across the whole mtDNA genome in a single reaction using 13 amplicons.

  blood-derived same genomic pcr minisequencing automatic multiplex

• Whole genome distribution and ethnic differentiation of copy number variation in Caucasian and Asian populations.

  PMID 19956714 · PMC2776354 · PloS one · 2009 · 8 claims · 5 setups

  Full-text index only

  3,019 CNVs (2,381 autosomal, 638 X chromosome) were identified across 985 Caucasian and 692 Asian individuals using the Affymetrix 500K array

  same caucasian cau autosomal snp copy population

• BOAT: Basic Oligonucleotide Alignment Tool.

  PMID 19958483 · PMC2788372 · BMC genomics · 2009 · 7 claims · 3 setups

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  BOAT can accurately and efficiently map sequencing reads to a reference genome while handling several substitutions and indels simultaneously

  same short-read snp

• A statistical approach designed for finding mathematically defined repeats in shotgun data and determining the length distribution of clone-inserts.

  PMID 15626332 · PMC5172250 · Genomics, proteomics & bioinformatics · 2003 · 8 claims · 6 setups

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  Repeats of different copy number have distinct probabilities of appearance in shotgun data, which can be modeled statistically to define recognition thresholds (MDRs) at different shotgun coverages.

  simulated same repeat whole-genome genome

• The androgen receptor CAG repeat polymorphism and modification of breast cancer risk in BRCA1 and BRCA2 mutation carriers.

  PMID 15743497 · PMC1064126 · Breast cancer research : BCR · 2005 · 7 claims · 5 setups

  Full-text index only

  The AR CAG repeat polymorphism does not modify breast cancer risk in BRCA1 mutation carriers

  peripheral brca1 same simulated fluorescent cox weighted

• Multiplex amplification enabled by selective circularization of large sets of genomic DNA fragments.

  PMID 15860768 · PMC1087789 · Nucleic acids research · 2005 · 8 claims · 4 setups

  Full-text index only

  Selector oligonucleotides can circularize many distinct genomic restriction fragments in one reaction, enabling parallel amplification with a single universal primer pair instead of multiple target-specific primer pairs

  genomic 7776-clone selector-based cdna restriction

• HapMap-based study of the 17q21 ERBB2 amplicon in susceptibility to breast cancer.

  PMID 17117180 · PMC2360759 · British journal of cancer · 2006 · 6 claims · 5 setups

  Full-text index only

  Common genetic variation (tSNPs and haplotypes) across the 400-kb 17q21 ERBB2 amplicon is not associated with breast cancer risk in British women.

  white same hapmap snp haplotype tagging

• A genome-wide approach to identify genetic loci with a signature of natural selection in the Irish population.

  PMID 16904005 · PMC1779589 · Genome biology · 2006 · 8 claims · 7 setups

  Full-text index only

  Eight SNPs with extreme European-branch locus-specific branch length (LSBL) were selected from a genome-wide FST dataset as candidates for selection in Europe.

  snp irish french fst-based microsatellite genome-wide