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).

• The Drosophila estrogen-related receptor promotes triglyceride storage within the larval fat body.

  PMID 40288680 · PMC12155637 · Journal of lipid research · 2025 · 8 claims · 8 setups

  Has reproduction · 88

  dERR autonomously promotes TAG accumulation within larval fat body cells

  mid-l2 larval dissected tag immunofluorescence nile

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

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  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary

• Human epigenome project--up and running.

  PMID 14691553 · PMC300691 · PLoS biology · 2003 · 7 claims · 4 setups

  Full-text index only

  Epigenetic modifications (e.g., DNA methylation) rather than DNA sequence differences explain phenotypic differences between genetically identical individuals, such as monozygotic twins or inbred mice.

  expressed bat8 genetically methylation genome-wide phenotypic

• Detection of alternative splicing: deep sequencing or deep learning?

  PMID 41520225 · PMC12790623 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Sequence-based deep learning tools (AlphaGenome, SpliceAI, DeepSplice) show potential for initial hypothesis development and as additional filters in standard RNA-seq pipelines, especially when sequencing depth is limited.

  dilated dcm sequence subsampled bulk rna-seq deep

• Quality control method for RNA-seq using single nucleotide polymorphism allele frequency.

  PMID 25243705 · PMC4231238 · Genes to cells : devoted to molecular & cellular mechanisms · 2014 · 8 claims · 8 setups

  Has reproduction · 50

  SNP allele frequency distributions from RNA-seq reads can detect contaminating cells whose genomic background differs from the target cells; the mode of the distribution reflects the cellular composition while its variance reflects PCR bias.

  mathematical escs pure stap simulation rna-seq contamination

• Unraveling the timeline of gene expression: A pseudotemporal trajectory analysis of single-cell RNA sequencing data.

  PMID 37994351 · PMC10663991 · F1000Research · 2023 · 8 claims · 6 setups

  Has reproduction · 67

  A comprehensive open-source R workflow combining trajectory inference (monocle3) and pseudo-bulk time course analysis (edgeR) can be applied to multi-sample scRNA-seq data of the mouse mammary gland.

  mammary aggregated single-cell quality doublet

• De Novo Transcriptome Meta-Assembly of the Mixotrophic Freshwater Microalga Euglena gracilis.

  PMID 34072576 · PMC8227486 · Genes · 2021 · 7 claims · 8 setups

  Has reproduction · 87

  A new consensus transcriptome of E. gracilis was assembled by combining reads from five independent RNA-seq studies (23 samples)

  euglena gracilis consensus bulk in-house novo

• Genomic variability within an organism exposes its cell lineage tree.

  PMID 16261192 · PMC1274291 · PLoS computational biology · 2005 · 8 claims · 5 setups

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  Somatic mutations accumulated during normal development implicitly encode an organism's entire cell lineage tree with very high precision.

  robinia arabidopsis randomly genotyping multiplex computer

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

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  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied

• A Reference DNA Barcode Library for UK Fungi associated with Bark and Ambrosia Beetles.

  PMID 41022899 · PMC12480477 · Scientific data · 2025 · 6 claims · 6 setups

  Has reproduction · 44

  A reference DNA barcode library of fungi associated with over 1000 UK bark and ambrosia beetles across 25 native weevil species was generated, resulting in 5274 identified fungal OTUs.

  individual extracted pooled fungal its2 pcr sequence

• Applications of Luminex xMAP technology for rapid, high-throughput multiplexed nucleic acid detection.

  PMID 16102740 · PMC7124242 · Clinica chimica acta; international journal of clinical chemistry · 2006 · 6 claims · 7 setups

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  The Luminex xMAP system uses spectrally distinct dyed microspheres (up to 100 sets) read by dual lasers to enable simultaneous multiplexed analysis of up to 100 reactions in one vessel.

  genomic apoe hla whole-genome direct oligonucleotide single

• Assessment of algorithms for high throughput detection of genomic copy number variation in oligonucleotide microarray data.

  PMID 17910767 · PMC2148068 · BMC bioinformatics · 2007 · 8 claims · 4 setups

  Full-text index only

  Different CNV analysis software packages produce highly variable numbers and types of candidate CNVs from the same data

  normalized individuals subset same affymetrix fluorescent snp

• Allelotyping of pooled DNA with 250 K SNP microarrays.

  PMID 17367522 · PMC1839100 · BMC genomics · 2007 · 8 claims · 5 setups

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  The polynomial based probe specific correction (PPC) algorithm is the most accurate method for estimating allele frequency from pooled DNA.

  pool nspi individual snp individual call

• Correlation between pre-treatment quasispecies complexity and treatment outcome in chronic HCV genotype 3a.

  PMID 18613968 · PMC2483966 · Virology journal · 2008 · 7 claims · 7 setups

  Full-text index only

  Quasispecies complexity and diversity within HVR1 are lower in the SVR group than in the TF group

  serum hvr1 svr rt-pcr shannon hamming

• TEPEAK: A novel method for identifying and characterizing polymorphic transposable elements in non-model species populations.

  PMID 41494038 · PMC12788660 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  TEPEAK identifies and characterizes polymorphic TEs in populations without any prior TE sequence or loci information, using only a chromosome-level reference assembly.

  horse pooled sequences consensus whole-genome insertion hierarchical

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

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  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal

• nf-core/viralmetagenome: A novel pipeline for untargeted viral genome reconstruction.

  PMID 42057295 · PMC13141149 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  nf-core/viralmetagenome is a Nextflow pipeline that automates untargeted reconstruction and variant analysis of eukaryotic DNA and RNA viruses from short-read metagenomic or hybridisation-capture data.

  real simulated seven pipeline metagenomic simulated clinical

• Probing the zooarchaeological record across time and space for ancient pathogen DNA.

  PMID 42062273 · PMC13133277 · Nature communications · 2026 · 6 claims · 4 setups

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  Palaeopathological lesions provide guidance for selecting specimens likely to yield ancient pathogen DNA

  bones extracts ancient macroscopic shotgun metagenomic

• Determining the quality and complexity of next-generation sequencing data without a reference genome.

  PMID 25514851 · PMC4298064 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  kPAL, an open-source alignment-free package, assesses sequencing data quality and complexity using k-mer frequency profiles and pairwise distances between them, without a reference sequence.

  rna-seq genome wgs exome k-mer rna-seq read

• scPASU: A computational protocol for quantifying polyadenylation site usage and alternative polyadenylation from 3' scRNA-seq data.

  PMID 42085187 · PMC13157062 · STAR protocols · 2026 · 8 claims · 6 setups

  Full-text index only

  scPASU is a Snakemake-based workflow that quantifies APA from standard 3′ scRNA-seq data without requiring specialized library preparation

  ureter processed scrna-seq read poly