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).

• RUMINA: high-throughput deduplication of unique molecular identifiers for amplicon and whole-genome sequencing with enhanced error correction.

  PMID 41734278 · PMC12975283 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  RUMINA improves detection accuracy of ultra-low frequency SNVs (0.01%-1%) compared to UMI-tools and UMICollapse

  hiv simulated empirical clinical simulated umi iclip

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

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

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  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

• A Hidden Markov Model to estimate population mixture and allelic copy-numbers in cancers using Affymetrix SNP arrays.

  PMID 17996079 · PMC2206057 · BMC bioinformatics · 2007 · 8 claims · 7 setups

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  An HMM using paired germline genotype calls and tumour allelic SNP intensities can estimate allele-specific copy-numbers, distinguishing events like uniparental disomy from allelic imbalance.

  hapmap bladder prostate simulated affymetrix simulation

• MtSNPscore: a combined evidence approach for assessing cumulative impact of mitochondrial variations in disease.

  PMID 19758471 · PMC2745589 · BMC bioinformatics · 2009 · 8 claims · 5 setups

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  MtSNPscore, a weighted scoring pipeline combining literature evidence, in silico predictions, and case/control frequency, can prioritize likely pathogenic mtDNA variations

  sporadic mitochondrial reported ataxia mitochondrial functional compensatory

• Cell neighborhood topology directs rare cell population identification.

  PMID 41912521 · PMC13199379 · Nature communications · 2026 · 8 claims · 8 setups

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  RareQ is a framework that quantifies neighborhood connectivity (Q), a cell-specific measure of kNN-graph cliquishness, to detect rare cell populations from single-cell and spatial omics data

  downsampled pbmc brain simulated scrna-seq cite-seq single-cell

• Evaluating the performance of commercial whole-genome marker sets for capturing common genetic variation.

  PMID 17562002 · PMC1914356 · BMC genomics · 2007 · 8 claims · 5 setups

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  Commercial SNP panels provide levels of coverage in a non-reference Caucasian (Estonian) population similar to those seen in the HapMap CEPH (CEU) population sample

  estonian hapmap ceu snp tagsnp marker

• Population genomics of the Wolbachia endosymbiont in Drosophila melanogaster.

  PMID 23284297 · PMC3527207 · PLoS genetics · 2012 · 8 claims · 8 setups

  Has reproduction · 93

  Wolbachia infection status can be accurately predicted in silico from whole-genome shotgun sequence of individual host strains, showing 99% concordance with diagnostic PCR.

  melanogaster dgrp complete wolbachia-infected whole-genome diagnostic coverage-based

• Digital evolution.

  PMID 14551915 · PMC212697 · PLoS biology · 2003 · 7 claims · 5 setups

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  Digital organisms (Avidians) evolved from simple self-replicators, through an unexpected transitional form, to complex performers of many logic functions, with the full genealogy traceable and no missing links.

  digital bacteria long-term digital test gene-expression

• Population history and natural selection shape patterns of genetic variation in 132 genes.

  PMID 15361935 · PMC515367 · PLoS biology · 2004 · 7 claims · 5 setups

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  Developed a rigorous computational approach that corrects for multiple hypothesis testing and models population demographic history to test for natural selection

  genomic empirical snps chromosome comprehensive coalescent fst

• Resequencing PNMT in European hypertensive and normotensive individuals: no common susceptibilily variants for hypertension and purifying selection on intron 1.

  PMID 17645789 · PMC1947951 · BMC medical genetics · 2007 · 7 claims · 7 setups

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  Resequencing of PNMT found no common susceptibility variants that distinguish hypertensive from normotensive individuals

  genomic pnmt promoter pcr population haplotype

• Nucleotide sequence analyses of the MRP1 gene in four populations suggest negative selection on its coding region.

  PMID 16684361 · PMC1488846 · BMC genomics · 2006 · 8 claims · 5 setups

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  The coding region of MRP1 shows evidence of negative selection or recent population expansion based on nucleotide diversity statistics

  healthy mrp1 population novo population functional

• Inter-population variability of DEFA3 gene absence: correlation with haplotype structure and population variability.

  PMID 17214878 · PMC1779775 · BMC genomics · 2007 · 8 claims · 7 setups

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  The proportion of subjects lacking DEFA3 varies significantly by population, from 10% to 37%

  genomic hapmap 150-kb alpha-defensin pcr-rflp snp linkage

• N-acetyltransferase 8, a positional candidate for blood pressure and renal regulation: resequencing, association and in silico study.

  PMID 18402670 · PMC2330028 · BMC medical genetics · 2008 · 7 claims · 6 setups

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  NAT8 is a novel positional candidate gene for blood pressure and renal function based on its chromosomal location within a BP linkage region and its expression in embryonic/adult kidney and liver

  random reference healthy long-term resequencing quantitative sequence

• 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

• 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

• Evolutionarily conserved human targets of adenosine to inosine RNA editing.

  PMID 15731336 · PMC549564 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  Identified four novel human ADAR editing substrates causing amino acid changes: FLNA, BLCAP, CYFIP2 and IGFBP7

  panel brain chicken flna comparative rt-pcr homology

• PPDPF is not a key regulator of human pancreas development.

  PMID 40193385 · PMC12037078 · PLoS genetics · 2025 · 8 claims · 8 setups

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  PPDPF is not a key regulator of human pancreas development, in contrast to its zebrafish orthologue exdpf

  fetuses fetal hesc population situ proteome qpcr

• Discovery and characterization of gene-by-environment and epistatic genetic effects in a vertebrate model.

  PMID 41672067 · PMC13174225 · Cell genomics · 2026 · 7 claims · 7 setups

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  A segregation analysis in an F2 medaka cross identified 16 QTLs linked to embryonic heart rate variation across temperatures

  mikk medaka discovered informed high-throughput heart shallow

• Genetic drift acts strongly on influenza virus populations within acute human infections but is obscured by other factors within acutely infected swine.

  PMID 42027246 · PMC13100903 · Virus evolution · 2026 · 8 claims · 4 setups

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  Within-host human IAV populations have a very small effective population size (N_E = 49, 95% CI [28, 84])

  within-host swine simulated population diffusion simulation

• Evaluating the performance of ancient DNA genetic relatedness estimation methods using high-fidelity pedigree simulations.

  PMID 41796349 · PMC13081257 · Genome biology · 2026 · 8 claims · 5 setups

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  BADGER, an automated snakemake pipeline, was developed to simulate high-fidelity pedigrees and raw ancient DNA sequence data for benchmarking genetic relatedness methods

  genomes simulated pedigree ancient read