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).

• Direct inference of SNP heterozygosity rates and resolution of LOH detection.

  PMID 18052545 · PMC2098867 · PLoS computational biology · 2007 · 6 claims · 7 setups

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  A large proportion of SNPs in dbSNP have high-variance HET rate estimates, limiting their reliability for LOH study design.

  dbsnp theoretical simulated hapmap snp probability sequential

• A statistical change point model approach for the detection of DNA copy number variations in array CGH data.

  PMID 19875853 · PMC4154476 · IEEE/ACM transactions on computational biology and bioinformatics · 2009 · 7 claims · 4 setups

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  A novel mean and variance change point model (MVCM) is proposed to detect CNVs/breakpoints in aCGH data.

  simulated fibroblast breast simulation array

• Analysis of concordance of different haplotype block partitioning algorithms.

  PMID 16356172 · PMC1343594 · BMC bioinformatics · 2005 · 7 claims · 7 setups

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  Each block partitioning algorithm infers blocks differing in number, size, and coverage under different SNP density and allele frequency conditions.

  simulated subsamples coalescent diversity-based ld-based

• SiDCoN: a tool to aid scoring of DNA copy number changes in SNP chip data.

  PMID 17971856 · PMC2034603 · PloS one · 2007 · 8 claims · 3 setups

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  SiDCoN is a spreadsheet-based application that simulates Ballele and logR plots for all known types of DNA copy number change, with or without stromal contamination, for up to 5000 SNP data points and up to 3 combined aberrations

  sidcon real mixtures snp re-analysis

• Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays.

  PMID 16549007 · PMC1544357 · BMC bioinformatics · 2006 · 7 claims · 2 setups

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  A methodology combining Cox proportional hazards models with a compound covariate, cross-validated log partial likelihood (ACVL) for predictive accuracy, and permutation-based significance testing can identify an optimal subset of significant genes for survival prediction

  simulated diffuse simulation cdna

• Stability analysis of mixtures of mutagenetic trees.

  PMID 18366778 · PMC2335279 · BMC bioinformatics · 2008 · 7 claims · 5 setups

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  Mutagenetic trees mixture models capture multiple alternative pathways of ordered accumulation of genetic events (e.g., HIV resistance mutations, cancer chromosomal aberrations).

  simulated hiv-1 hiv timed simulation genotypic mutagenetic

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

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

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

  simulated same simulation random fisher

• Incorporation of genetic model parameters for cost-effective designs of genetic association studies using DNA pooling.

  PMID 17634103 · PMC1947971 · BMC genomics · 2007 · 8 claims · 4 setups

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  A closed-form approximation to the F-test non-centrality parameter (NCP) incorporating genetic model parameters (disease allele frequency, marker allele frequency, prevalence, genotype relative risk, sample size, genetic model, number of pools/replicates, machine variability) can be used to compute power for DNA pooling association studies

  modeled analytic factorial power

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 3 setups

  Has reproduction · 89

  Graph Random Forest (GRF) embeds graph/network information directly into the decision-tree building process by splitting on features in the k-hop neighborhood of a data-driven head-splitting node.

  scale-free non-small embryonic simulation rna-seq

• 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

• Computational tradeoffs in multiplex PCR assay design for SNP genotyping.

  PMID 16042802 · PMC1190169 · BMC genomics · 2005 · 7 claims · 6 setups

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  Achieving high-multiplexing/high-coverage multiplex PCR designs is subject to a computational phase transition as the SNP-pair compatibility probability crosses a critical threshold

  simulated real chromosome randomly simulation multiplex coverage-vs-n

• Cubic exact solutions for the estimation of pairwise haplotype frequencies: implications for linkage disequilibrium analyses and a web tool 'CubeX'.

  PMID 17980034 · PMC2180187 · BMC bioinformatics · 2007 · 6 claims · 4 setups

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  CubeX, a Python program/web tool, computes the exact algebraic (Cardan/Nickalls) solution(s) of Hill's cubic equation to estimate pairwise haplotype frequencies, D', r2 and chi-square for each solution

  simulated real apoe igf2 cubic pairwise haplotype

• Large-scale copy number variants (CNVs): distribution in normal subjects and FISH/real-time qPCR analysis.

  PMID 17565693 · PMC1920519 · BMC genomics · 2007 · 8 claims · 4 setups

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  42 different CNVs were detected in 27 phenotypically normal individuals using 1 Mb resolution BAC array-CGH

  genomic metaphase computational array-cgh fish real-time

• A network model for the correlation between epistasis and genomic complexity.

  PMID 18648534 · PMC2481279 · PloS one · 2008 · 8 claims · 5 setups

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  In small networks with multifunctional nodes, lack of redundancy, and absence of alternative pathways, epistasis is antagonistic on average.

  two-pathway network

• Inferring human colonization history using a copying model.

  PMID 18497854 · PMC2367454 · PLoS genetics · 2008 · 8 claims · 6 setups

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  A copying-model approach using SNP haplotype sharing can infer both the order of population founding and the donor populations contributing ancestry to each new population.

  simulated populations coalescent snp ascertainment

• nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning.

  PMID 35118380 · PMC8808542 · NAR genomics and bioinformatics · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  nf-core/mag is a Nextflow/nf-core pipeline for hybrid metagenome assembly, binning and taxonomic classification of MAGs.

  simulated assembled mags raw metagenomic novo genome

• The stem cell population of the human colon crypt: analysis via methylation patterns.

  PMID 17335343 · PMC1808490 · PLoS computational biology · 2007 · 8 claims · 3 setups

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  A coalescent-based, full probabilistic model with MCMC Bayesian inference provides a more powerful alternative to prior forward-simulation approaches for analyzing methylation pattern data from crypts.

  colon computational simulated bisulfite coalescent posterior

• Testing whether genetic variation explains correlation of quantitative measures of gene expression, and application to genetic network analysis.

  PMID 18444230 · PMC2729096 · Statistics in medicine · 2008 · 8 claims · 3 setups

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  A statistical test (delta method and Steiger-Browne optimal linear composites) is developed to test equality of the marginal correlation and the partial correlation of two gene expression traits conditional on a set of covariates.

  simulated real analytical simulation application

• 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

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  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

• Antigenic diversity, transmission mechanisms, and the evolution of pathogens.

  PMID 19847288 · PMC2759524 · PLoS computational biology · 2009 · 8 claims · 3 setups

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  Three distinct infection types (A, B, C) emerge as maxima in the pathogen fitness landscape, each with characteristic within-host dynamics, contact network structure, and transmission mode

  generic simulated hiv-1 stochastic dynamic regression