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).
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Has reproduction · 69
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
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.
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Has reproduction · 67
Satellitome Analysis and Transposable Elements Comparison in Geographically Distant Populations of Spodoptera frugiperda.
PMID 35455012 · PMC9026859 · Life (Basel, Switzerland) · 2022 · 8 claims · 5 setups
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
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BTW: a web server for Boltzmann time warping of gene expression time series.
PMID 16845055 · PMC1538860 · Nucleic acids research · 2006 · 5 claims · 4 setups
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.
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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
Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.
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Has reproduction · 83
Hobbes: optimized gram-based methods for efficient read alignment.
PMID 22199254 · PMC3315303 · Nucleic acids research · 2012 · 8 claims · 4 setups
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.
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Has reproduction · 65
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
FusionQ is a novel tool that detects gene fusions, constructs chimerical transcript structures, and estimates their abundances from paired-end RNA-Seq data.
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Genomic variability within an organism exposes its cell lineage tree.
PMID 16261192 · PMC1274291 · PLoS computational biology · 2005 · 8 claims · 5 setups
Somatic mutations accumulated during normal development implicitly encode an organism's entire cell lineage tree with very high precision.
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The global landscape of sequence diversity.
PMID 17996061 · PMC2258180 · Genome biology · 2007 · 7 claims · 5 setups
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.
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Multiplexed discovery of sequence polymorphisms using base-specific cleavage and MALDI-TOF MS.
PMID 15731331 · PMC549577 · Nucleic acids research · 2005 · 8 claims · 7 setups
Multiplexed base-specific cleavage/MALDI-TOF MS (Multiplexed Comparative Sequence Analysis) enables simultaneous discovery of sequence polymorphisms across multiple target regions
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Has reproduction · 50
MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.
PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 6 claims · 6 setups
MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.
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ECgene: genome annotation for alternative splicing.
PMID 15608289 · PMC540072 · Nucleic acids research · 2005 · 8 claims · 5 setups
ECgene combines genome-based EST clustering with a graph-theoretic transcript assembly procedure to predict gene models including alternative splicing events.
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Has reproduction · 95
MetaMap: an atlas of metatranscriptomic reads in human disease-related RNA-seq data.
PMID 29901703 · PMC6025204 · GigaScience · 2018 · 6 claims · 7 setups
A two-step 'omni' RNA-seq pipeline (MetaMap) combining STAR human alignment with CLARK-S metagenomic classification can quantify archaeal, bacterial, and viral reads from the non-human read fraction of human RNA-seq data
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Has reproduction · 62
Metatranscriptomics of the human oral microbiome during health and disease.
PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups
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.
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Has reproduction · 52
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
A shared genetic toolkit of caste-associated genes exists across vespid wasp species spanning different levels of social complexity
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Has reproduction · 50
BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.
PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups
BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length
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Has reproduction · 69
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
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.
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Has reproduction · 100
Genomic insight into the influence of selection, crossbreeding, and geography on population structure in poultry.
PMID 36670351 · PMC9854048 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups
Dutch traditional chicken breeds display a complex, admixed, subdivided population structure that broadly matches historical management-based clustering (past-productive, ornamental, country fowl, Lakenvelder).
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Has reproduction · 32
Integrated analysis of post-transcriptional regulations reveals insights into acute myeloid leukemia.
PMID 41407883 · PMC12712020 · Communications biology · 2025 · 8 claims · 8 setups
PTRs are highly conserved across 44 AML samples and 30 different human tissues, indicating broadly conserved post-transcriptional mechanisms
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Has reproduction · 63
A worldwide map of swine short tandem repeats and their associations with evolutionary and environmental adaptations.
PMID 33892623 · PMC8063339 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups
Identified 878,967 polymorphic STRs (pSTRs) from 394 deep-sequenced pig/Suidae genomes, the largest pSTR repository in pigs to date
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Has reproduction · 66
RNAseq analysis of the parasitic nematode Strongyloides stercoralis reveals divergent regulation of canonical dauer pathways.
PMID 23145190 · PMC3493385 · PLoS neglected tropical diseases · 2012 · 8 claims · 8 setups
S. stercoralis possesses homologs of nearly all C. elegans dauer genes, but with significant differences in protein structure, developmental regulation, and gene family expansion.