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).

• Accuracy of predicting the genetic risk of disease using a genome-wide approach.

  PMID 18852893 · PMC2561058 · PloS one · 2008 · 8 claims · 4 setups

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  Deterministic equations can predict the accuracy (r_gĝ) of genome-wide genetic risk/value prediction for continuous, dichotomous, and case-control study designs.

  simulated stochastic

• Iterative pruning PCA improves resolution of highly structured populations.

  PMID 19930644 · PMC2790469 · BMC bioinformatics · 2009 · 7 claims · 7 setups

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  ipPCA is a novel algorithm that assigns individuals to subpopulations and infers the total number of subpopulations (K) present in genotypic data

  simulated hapmap cattle shriver's simulated snp comparative

• Calculating expected DNA remnants from ancient founding events in human population genetics.

  PMID 18928554 · PMC2588638 · BMC genetics · 2008 · 8 claims · 3 setups

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  Genetic parameters (native/migrant population size, mutation rate, generations since admixture) strongly determine the final frequency of migrant alleles detectable today.

  simulated forward-based size

• Size matters: just how big is BIG?: Quantifying realistic sample size requirements for human genome epidemiology.

  PMID 18676414 · PMC2639365 · International journal of epidemiology · 2009 · 7 claims · 2 setups

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  Conventional power calculations for case-control studies disregard analytic complexity (e.g. clinical assessment errors, unmeasured aetiological determinants) and can seriously underestimate true sample size requirements

  simulated simulation-based simulated

• Estimates of recent and historical effective population size in turbot, seabream, seabass and carp selective breeding programmes.

  PMID 34742227 · PMC8572424 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 7 setups

  Has reproduction · 53

  Current effective population size for all four farmed fish populations is small (≤50 fish), potentially threatening breeding-programme sustainability

  turbot gilthead european common rad linkage computer

• 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

• A comparative study on recombination activity in cattle.

  PMID 41942849 · PMC13067647 · Genetics, selection, evolution : GSE · 2026 · 8 claims · 8 setups

  Has reproduction · 93

  Genotype data with high systematic missingness across breeds and arrays can be streamlined and analysed with three complementary recombination-estimation approaches (HMM-based LINKPHASE3, deterministic hsphase, likelihood-based hsrecombi)

  six paternal alphasimr-simulated brown snp recombination simulation

• 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

• Duplication count distributions in DNA sequences.

  PMID 19256873 · PMC3121164 · Physical review. E, Statistical, nonlinear, and soft matter physics · 2008 · 8 claims · 8 setups

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  Duplication count distributions N(c) for complex 40-mers show power-law-like decay for c roughly 3 to 50 (or higher) across human, C. elegans, A. thaliana, and D. melanogaster genomes.

  genome elegans thaliana melanogaster genome-wide transposable homogeneous

• Bayesian survival analysis in genetic association studies.

  PMID 18617538 · PMC2530885 · Bioinformatics (Oxford, England) · 2008 · 7 claims · 5 setups

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  A novel Bayesian method (BETA-Surv) extends prior case-control haplotype-clustering work to censored survival outcomes by clustering haplotypes via gene tree/perfect phylogeny topology and relative mutation age.

  simulated same sanad bayesian univariate partial

• Optimisation of the core subset for the APY approximation of genomic relationships.

  PMID 36418945 · PMC9682752 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 3 setups

  Has reproduction · 85

  APY approximates the full genomic relationship matrix by splitting genotyped animals into a core subset (fully dependent, direct inverse) and a non-core subset (conditionally independent given core), reducing inversion cost.

  simulated real genotyped gblup population

• Constraints to gene flow increase the risk of genome erosion in the Ngorongoro Crater lion population.

  PMID 40258987 · PMC12012037 · Communications biology · 2025 · 8 claims · 9 setups

  Has reproduction · 68

  200 years of quasi-isolation and the 1962 epizootic caused a two-fold increase in inbreeding and an excess of highly deleterious mutations in Crater lions relative to other Greater Serengeti populations

  african lion crater simulated genome principal admixture

• Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life.

  PMID 39592593 · PMC11599844 · Nature communications · 2024 · 8 claims · 2 setups

  Has reproduction · 90

  Weak selection conferred by stem cell variation created before birth can reliably yield clonal hematopoiesis later in life.

  hscs simulated methylation single-cell

• Sex-biased evolutionary forces shape genomic patterns of human diversity.

  PMID 18818765 · PMC2538571 · PLoS genetics · 2008 · 7 claims · 5 setups

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  X-linked diversity is higher than the neutral expectation (0.75) relative to autosomal diversity in all six sampled human populations

  humans population simulated computational resequencing coalescent-based coalescent

• Analysis of concordance of different haplotype block partitioning algorithms.

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

  Full-text index only

  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

• Modeling the amplification dynamics of human Alu retrotransposons.

  PMID 16201008 · PMC1239904 · PLoS computational biology · 2005 · 8 claims · 4 setups

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  Combining sequence diversity (π) and insertion polymorphism level (IPL) statistics can statistically exclude implausible Alu amplification scenarios and narrow the range of plausible ones for individual subfamilies.

  simulated genome population computer comparative population

• ScLRTC: imputation for single-cell RNA-seq data via low-rank tensor completion.

  PMID 34844559 · PMC8628418 · BMC genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  scLRTC imputes dropout entries closest to the original expression values on simulated datasets, outperforming other state-of-the-art methods by SSE and PCC.

  usoskin pollen zeisel yan scrna-seq umap masking

• Uncertainty in the mating strategy of honeybees causes bias and unreliability in the estimates of genetic parameters.

  PMID 38632535 · PMC11022492 · Genetics, selection, evolution : GSE · 2024 · 7 claims · 3 setups

  Has reproduction · 98

  The most precise estimates of genetic parameters and genetic trends are obtained when breeding queens are mated with drones of a single DPQ that is correctly assigned in the pedigree (SS mating).

  simulated simulation sensitivity

• Importance sampling for the infinite sites model.

  PMID 18976228 · PMC2832804 · Statistical applications in genetics and molecular biology · 2008 · 7 claims · 2 setups

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  A new importance sampling proposal distribution for the ISM, derived from a new result on exact sampling from a single segregating site, generally shows greater efficiency than the GT and SD proposals.

  simulated empirical computational reanalysis

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local