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).

• How can developing countries harness biotechnology to improve health?

  PMID 18053180 · PMC2238767 · BMC public health · 2007 · 8 claims · 2 setups

  Full-text index only

  Five Executive Courses on Genomics and Public Health Policy were held in five developing-world regions (Africa, India, Eastern Mediterranean, Latin America/Caribbean, Western Pacific/Southeast Asia) to generate recommendations on harnessing biotechnology for health.

  developing-world course structured participant

• OSeMOSYS Global, an open-source, open data global electricity system model generator.

  PMID 36241673 · PMC9568605 · Scientific data · 2022 · 8 claims · 5 setups

  Has reproduction · 80

  OSeMOSYS Global is an open-source, open-data global electricity system model generator built on the OSeMOSYS framework

  india bangladesh world spain osemosys

• RPS4Y gene family evolution in primates.

  PMID 18477388 · PMC2397393 · BMC evolutionary biology · 2008 · 8 claims · 8 setups

  Full-text index only

  The duplication event giving rise to RPS4Y2 occurred after the divergence of New World monkeys, about 35 million years ago.

  primate chromosomes rps4x concatenated pcr fluorescence repeat

• Heterogeneous genomic molecular clocks in primates.

  PMID 17029560 · PMC1592237 · PLoS genetics · 2006 · 7 claims · 7 setups

  Full-text index only

  Non-CpG site substitutions show clear generation-time dependency, consistent with a replication-error origin

  baboon chimpanzee same human-chimpanzee relative phylogenetic four-species

• Phenotype, genotype, and worldwide genetic penetrance of LRRK2-associated Parkinson's disease: a case-control study.

  PMID 18539534 · PMC2832754 · The Lancet. Neurology · 2008 · 8 claims · 7 setups

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  LRRK2-associated PD can be distinguished from idiopathic PD by a more benign motor and non-motor phenotype

  unrelated patients people homozygous genetic standardized olfaction

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• BFAST: an alignment tool for large scale genome resequencing.

  PMID 19907642 · PMC2770639 · PloS one · 2009 · 7 claims · 4 setups

  Full-text index only

  BFAST is a new algorithm and freely available software tool for aligning large-scale short-read sequencing data to large reference genomes with user-customizable speed and accuracy

  reference genome simulated real-world k-mer

• poreCov-An Easy to Use, Fast, and Robust Workflow for SARS-CoV-2 Genome Reconstruction via Nanopore Sequencing.

  PMID 34394197 · PMC8355734 · Frontiers in genetics · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  poreCov is an easy-to-use, fast, and robust Nextflow-based workflow for reference-based SARS-CoV-2 genome reconstruction and lineage determination from nanopore sequencing data

  porecov sars-cov-2 nanopore fastq gisaid workflow real-world

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• Evolution of two distinct phylogenetic lineages of the emerging human pathogen Mycobacterium ulcerans.

  PMID 17900363 · PMC2098775 · BMC evolutionary biology · 2007 · 8 claims · 4 setups

  Full-text index only

  M. ulcerans has evolved into five InDel haplotypes that separate into two distinct phylogenetic lineages: a 'classical' lineage (Africa, Australia, South East Asia) and an 'ancestral' lineage (Asia, South America, Mexico)

  ulcerans marinum plasmid-based pcr genome

• DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data.

  PMID 38950178 · PMC11236288 · Bioinformatics (Oxford, England) · 2024 · 8 claims · 2 setups

  Has reproduction · 40

  DeepGSEA is an explainable deep gene set enrichment analysis method built on interpretable, prototype-based neural networks.

  simulated real-world simulation scrna-seq-based

• snpQT: flexible, reproducible, and comprehensive quality control and imputation of genomic data.

  PMID 34900230 · PMC8637247 · F1000Research · 2021 · 8 claims · 4 setups

  Has reproduction · 67

  snpQT is a scalable, stand-alone software pipeline using nextflow and BioContainers for comprehensive, reproducible, interactive QC of human genomic data.

  synthetic amyotrophic user snp-array gwas population

• 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

• 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

• Uprobe 2008: an online resource for universal overgo hybridization-based probe retrieval and design.

  PMID 18515352 · PMC2447791 · Nucleic acids research · 2008 · 7 claims · 7 setups

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  Uprobe provides new predesigned whole-genome universal overgo probe sets for screening marsupial, rodent, and carnivore BAC libraries.

  wallaby squirrel deer clouded overgo bac comparative

• Genome-wide prediction of functional gene-gene interactions inferred from patterns of genetic differentiation in mice and men.

  PMID 18270580 · PMC2217631 · PloS one · 2008 · 8 claims · 6 setups

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  Pairs of unlinked SNPs showing excess genetic differentiation (LD in mouse RILs, Fst in human populations) beyond what simulations/coalescent models predict by chance represent candidate functionally interacting (epistatic) gene pairs.

  bxd simulated subset populations genome-wide simulation genotype-phenotype

• Hominoid chromosomal rearrangements on 17q map to complex regions of segmental duplication.

  PMID 18257913 · PMC2374708 · Genome biology · 2008 · 8 claims · 7 setups

  Full-text index only

  The macaque marker order on chromosome 17 represents the ancestral hominoid/mammalian organization

  great felis mus rhesus comparative fish duplicon

• ConNIS and labeling instability: New statistical methods for improving the detection of essential genes in TraDIS libraries.

  PMID 41790830 · PMC12991369 · PLoS computational biology · 2026 · 8 claims · 3 setups

  Has reproduction · 83

  ConNIS provides an analytic solution for the probability of observing the longest insertion-free sequence within a gene given its length and number of insertion sites under non-essentiality.

  simulated four real simulation semi-synthetic real-world

• Updated three-stage model for the peopling of the Americas.

  PMID 18797500 · PMC2527656 · PloS one · 2008 · 8 claims · 3 setups

  Full-text index only

  Removing nine non-Native American mtDNA sequences eliminates the previously reported early (~40 kya) expansion signal for the proto-Amerind population

  native mitochondrial new bayesian mtdna molecular

• Differential Infiltration of Key Immune T-Cell Populations Across Malignancies Varying by Immunogenic Potential and the Likelihood of Response to Immunotherapy.

  PMID 39682743 · PMC11640164 · Cells · 2024 · 7 claims · 4 setups

  Has reproduction

  Immune-activation-related T-cell populations (APA, TRM, stem-like, early/late dysfunctional T-cells) are more heavily infiltrated in ICI-responsive malignancies (melanoma, bladder) than in poorly responsive ones (ovarian, pancreatic).

  melanoma bulk survival auroc