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).

• Human endogenous retrovirus profiling reveals heterogenous expression in cutaneous melanoma.

  PMID 41971443 · PMC13061668 · Frontiers in oncology · 2026 · 7 claims · 8 setups

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  HERV expression differs between primary and metastatic cutaneous melanoma

  tcga-skcm metastatic normal selected bulk consensus orf

• A comparison across non-model animals suggests an optimal sequencing depth for de novo transcriptome assembly.

  PMID 23496952 · PMC3655071 · BMC genomics · 2013 · 8 claims · 8 setups

  Has reproduction · 69

  Representative de novo transcriptome assemblies are generated with as few as ~20 million reads for single-tissue samples and ~30 million reads for whole animals at the mRNA-coverage level.

  mus chuniphyes hormiphora pleuromamma rna-seq homology

• Satellitome Analysis and Transposable Elements Comparison in Geographically Distant Populations of Spodoptera frugiperda.

  PMID 35455012 · PMC9026859 · Life (Basel, Switzerland) · 2022 · 8 claims · 5 setups

  Has reproduction · 67

  Most transposable elements are commonly shared across all eight geographically distant S. frugiperda samples, except Maverick and PIF/Harbinger elements which show divergent repeat copies

  frugiperda satellite million contigs comparative homology divergence

• BTW: a web server for Boltzmann time warping of gene expression time series.

  PMID 16845055 · PMC1538860 · Nucleic acids research · 2006 · 5 claims · 4 setups

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  Symmetric time warping distance is more flexible than Euclidean distance or correlation coefficient for identifying genes with similar temporal expression profiles, especially across sequences of different length.

  cerevisiae homologous yeast boltzmann histogram time

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

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  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene

• Hobbes: optimized gram-based methods for efficient read alignment.

  PMID 22199254 · PMC3315303 · Nucleic acids research · 2012 · 8 claims · 4 setups

  Has reproduction · 83

  Hobbes, a gram-based short-read mapper supporting Hamming and edit distance, is faster than all other read-mapping programs tested while maintaining high mapping quality.

  genome hg18 example reference read-mapping character-substitution algorithmic

• FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.

  PMID 23768108 · PMC3691734 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 65

  FusionQ is a novel tool that detects gene fusions, constructs chimerical transcript structures, and estimates their abundances from paired-end RNA-Seq data.

  simulated four rna-seq randomly simulated paired-end read-mappability

• 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

• The global landscape of sequence diversity.

  PMID 17996061 · PMC2258180 · Genome biology · 2007 · 7 claims · 5 setups

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  Eukaryotic sequence datasets show substantially greater genetic diversity (higher sequence/gene family discovery rates) than bacterial datasets, likely related to differences in modes of genetic inheritance.

  fully eukaryotic complete gene blast-based est gene

• Alpseq: an open-source workflow to turbocharge nanobody discovery with high-throughput sequencing.

  PMID 41631412 · PMC12885427 · mAbs · 2026 · 8 claims · 8 setups

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  alpseq is an open-source, end-to-end workflow combining a PCR-free sequencing library prep protocol with a Nextflow pre-processing pipeline and an R-based analysis/reporting module for nanobody NGS data.

  nanobody raw hanke candidate pcr-free bioinformatic comparison

• Multiplexed discovery of sequence polymorphisms using base-specific cleavage and MALDI-TOF MS.

  PMID 15731331 · PMC549577 · Nucleic acids research · 2005 · 8 claims · 7 setups

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  Multiplexed base-specific cleavage/MALDI-TOF MS (Multiplexed Comparative Sequence Analysis) enables simultaneous discovery of sequence polymorphisms across multiple target regions

  ensembl genomic simulation pcr maldi-tof

• MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.

  PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MEDUSA correctly identifies more species than MEGAN 6 CE, especially less abundant species.

  bovine simulated cami datasets read host-sequence metagenome

• ECgene: genome annotation for alternative splicing.

  PMID 15608289 · PMC540072 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  ECgene combines genome-based EST clustering with a graph-theoretic transcript assembly procedure to predict gene models including alternative splicing events.

  brca2 rgs17 organs cdna genomic genome transcript

• randPedPCA: rapid approximation of principal components from large pedigrees.

  PMID 40877802 · PMC12392600 · Genetics, selection, evolution : GSE · 2025 · 7 claims · 2 setups

  Has reproduction · 84

  Matrix-vector multiplication with the dense additive relationship matrix A can be performed implicitly and efficiently via forward/backward substitution using the sparse inverse relationship (Cholesky) factor L^-1, avoiding explicit construction of A.

  simulated kennel computational pedigree

• Metatranscriptomics of the human oral microbiome during health and disease.

  PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups

  Has reproduction · 62

  Disease-associated periodontal communities display conserved community-level metabolic gene expression profiles between patients, whereas the metabolic gene expression of individual species is highly variable between patients.

  patient-matched subset health rna-seq rrna comparison metatranscriptomics

• DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.

  PMID 41673887 · PMC13097799 · Genome biology · 2026 · 8 claims · 9 setups

  Has reproduction · 80

  DMN-seq (DMN+) uses DME to nick DNA specifically at 5mC sites, enabling 5mC detection at single-base resolution via selective adaptor ligation

  synthetic partially embryonic mesc glycosylase dmn-seq ultrafast

• Social complexity, life-history and lineage influence the molecular basis of castes in vespid wasps.

  PMID 36828829 · PMC9958023 · Nature communications · 2023 · 8 claims · 7 setups

  Has reproduction · 52

  A shared genetic toolkit of caste-associated genes exists across vespid wasp species spanning different levels of social complexity

  vespid single-copy brain caste-biased bulk orthology principal

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• High-resolution transcriptome and genome-wide dynamics of RNA polymerase and NusA in Mycobacterium tuberculosis.

  PMID 23222129 · PMC3553938 · Nucleic acids research · 2013 · 8 claims · 7 setups

  Has reproduction · 69

  NusA interacts with RNAP ubiquitously throughout the M. tuberculosis chromosome and its ChIP-seq profile mirrors RNAP distribution in both exponential and stationary phase, despite NusA not binding DNA directly.

  mycobacterium tuberculosis chip-seq input strand-specific

• FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data.

  PMID 41264734 · PMC12866640 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  FracFixR reconstructs original fraction proportions by modeling the compositional relationship between whole and fractionated RNA samples using non-negative least squares (NNLS) regression on selected transcripts

  gm12878 mixtures reh long-read polysome synthetic