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).

• Genome microevolution of chikungunya viruses causing the Indian Ocean outbreak.

  PMID 16700631 · PMC1463904 · PLoS medicine · 2006 · 8 claims · 6 setups

  Full-text index only

  The Indian Ocean outbreak was initiated by a strain related to East African CHIKV isolates, which subsequently evolved via a traceable microevolution history

  chikv partial pseudoscutellaris mosquito nucleotide phylogenetic focus

• Metagenomic analysis of respiratory tract DNA viral communities in cystic fibrosis and non-cystic fibrosis individuals.

  PMID 19816605 · PMC2756586 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  CF phage communities are highly similar to each other, whereas Non-CF individuals have more distinct, variable phage communities reflecting transient environmental sampling

  sputum phage metagenomes inferred metagenomic functional diversity

• Detection of Virus-Related Sequences Associated With Potential Etiologies of Hepatitis in Liver Tissue Samples From Rats, Mice, Shrews, and Bats.

  PMID 34177835 · PMC8221242 · Frontiers in microbiology · 2021 · 8 claims · 6 setups

  Has reproduction · 79

  Viral metagenomics of liver tissue from rats, mice, shrews, and bats revealed a diverse set of sequences related to herpesviruses, orthomyxoviruses, anelloviruses, hepeviruses, hepadnaviruses, flaviviruses, parvoviruses, and picornaviruses

  pooled individual liver serum viral pcr strand-specific

• Bcipep: a database of B-cell epitopes.

  PMID 15921533 · PMC1173103 · BMC genomics · 2005 · 8 claims · 2 setups

  Full-text index only

  Bcipep is a comprehensive database of experimentally determined linear B-cell epitopes compiled from literature and other public databases

  synthetic antigenic anti-peptide sequence

• Viral Diagnostics in Plants Using Next Generation Sequencing: Computational Analysis in Practice.

  PMID 29123534 · PMC5662881 · Frontiers in plant science · 2017 · 8 claims · 8 setups

  Has reproduction · 100

  NGS/RNA-seq enables unbiased, hypothesis-free detection of multiple known and emergent plant viruses, unlike RT-PCR which only detects one or a few known viruses per test.

  garlic pepper pear grapevine rna-seq mrna-seq transcriptome

• Codon usage comparison of novel genes in clinical isolates of Haemophilus influenzae.

  PMID 15983137 · PMC1160521 · Nucleic acids research · 2005 · 8 claims · 4 setups

  Full-text index only

  A codon usage similarity statistic (ε, based on squared/absolute differences of codon frequencies with an optimized amino acid usage factor) was developed to compare ORFs against a set of 80 reference genomes.

  influenzae novel reference codon phylogenetic comparative

• A four-gene signature from blood to exclude bacterial etiology of lower respiratory tract infection in adults.

  PMID 41285807 · PMC12644739 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 94

  A 4-gene whole-blood signature (ITGB4, ITGA7, IFI27, FAM20A) discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized ari febrile infection bulk rna-seq microarray

• Whole-Genome Sequence of Cervid atadenovirus A from the Initial Cases of an Adenovirus Hemorrhagic Disease Epizootic of Black-Tailed Deer in Canada.

  PMID 36129291 · PMC9584332 · Microbiology resource announcements · 2022 · 7 claims · 4 setups

  Has reproduction · 81

  A complete 30,616-nucleotide genome of Cervid atadenovirus A was determined from lung tissue of black-tailed deer that died of AHD in British Columbia in 2020

  lung sequencing assembled deer high-throughput metagenomic reference

• Profiling Selective Packaging of Host RNA and Viral RNA Modification in SARS-CoV-2 Viral Preparations.

  PMID 35186917 · PMC8851031 · Frontiers in cell and developmental biology · 2022 · 8 claims · 3 setups

  Has reproduction · 56

  SARS-CoV-2 viral preparations show selective enrichment of specific host tRNAs, tRNA fragments, and SRP RNA compared to uninfected VeroE6 cells

  veroe6 cell-free small large trna

• Cellular proteins in influenza virus particles.

  PMID 18535660 · PMC2390764 · PLoS pathogens · 2008 · 8 claims · 6 setups

  Full-text index only

  Purified influenza virions contain 36 host-encoded cellular proteins in addition to the 9 previously known viral proteins.

  influenza deglycosylated sucrose lc-ms mudpit electron

• An enhanced single base extension technique for the analysis of complex viral populations.

  PMID 19834618 · PMC2759544 · PloS one · 2009 · 8 claims · 7 setups

  Full-text index only

  The MDAP single base extension microarray platform measures nucleotide frequency at each genomic position in a complex population without requiring prior knowledge of candidate SNPs

  transcribed poliovirus array-bound array single oligonucleotide sbe

• Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.

  PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups

  Has reproduction · 44

  DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection

  nasopharyngeal same dygaf-ranked bulk differential random

• Discovery and functional interrogation of SARS-CoV-2 RNA-host protein interactions.

  PMID 33743211 · PMC7951565 · Cell · 2021 · 8 claims · 6 setups

  Has reproduction · 84

  ChIRP-MS identifies 309 host proteins that bind SARS-CoV-2 RNA during active infection across Huh7.5 and Vero E6 cells.

  huh7.5 host lung chirp-ms chirp-rna-seq sds-page

• Application of proteomics methods for pathogen discovery.

  PMID 19751767 · PMC7119679 · Journal of virological methods · 2010 · 8 claims · 6 setups

  Full-text index only

  Proteomic techniques can detect and characterize unknown infectious agents in cell culture without prior knowledge of the pathogen

  hlf sequences synthetic conventional 2d-dige gelc-ms

• Towards reliable whole genome sequencing for outbreak preparedness and response.

  PMID 35945497 · PMC9361258 · BMC genomics · 2022 · 7 claims · 4 setups

  Has reproduction · 84

  Amplicon-based Nanopore sequencing can rapidly generate whole genome sequences in samples with viral load up to Ct 33.

  culture aligned amplicon-based metagenomic capture-based

• Novel dengue virus type 1 from travelers to Yap State, Micronesia.

  PMID 16494770 · PMC3373118 · Emerging infectious diseases · 2006 · 8 claims · 5 setups

  Full-text index only

  DENV-1 responsible for the 2004 Yap State dengue outbreak was isolated from serum of 4 Japanese travelers returning from Yap

  mosquito viral denv-1 full-length virus complete sequence

• Synonymous substitution rates predict HIV disease progression as a result of underlying replication dynamics.

  PMID 17305421 · PMC1797821 · PLoS computational biology · 2007 · 8 claims · 8 setups

  Full-text index only

  The synonymous substitution rate (dS) of HIV env is strongly correlated with disease progression parameters (progression time, CD4+ decline rate, viral load increase rate), unlike the nonsynonymous rate (dN).

  longitudinal backbone env intra-patient relaxed-clock correlation site-to-site

• The specificity and polymorphism of the MHC class I prevents the global adaptation of HIV-1 to the monomorphic proteasome and TAP.

  PMID 18949050 · PMC2569417 · PloS one · 2008 · 6 claims · 5 setups

  Full-text index only

  Within individual hosts, proteasome and TAP escape mutations in HIV-1 occur frequently

  hiv-1 hla-genotyped predicted bioinformatic longitudinal ancestral

• MetaMap: an atlas of metatranscriptomic reads in human disease-related RNA-seq data.

  PMID 29901703 · PMC6025204 · GigaScience · 2018 · 6 claims · 7 setups

  Has reproduction · 95

  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

  clinical hela tumor rutkowski bulk dual negative

• Gene signature discovery and systematic validation across diverse clinical cohorts for TB prognosis and response to treatment.

  PMID 37471455 · PMC10393163 · PLoS computational biology · 2023 · 8 claims · 8 setups

  Has reproduction · 100

  A network-based meta-analysis across studies identifies a common 45-gene signature specific to active TB disease that accounts for cohort/population heterogeneity

  n×m common independent viral blood gene random