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).

• Timing constraints of in vivo gag mutations during primary HIV-1 subtype C infection.

  PMID 19890401 · PMC2768328 · PloS one · 2009 · 7 claims · 7 setups

  Full-text index only

  Reverse mutations to the wild type (HIV-1C consensus) in Gag appear significantly earlier than escape mutations from the wild type during primary infection

  hiv-1 same sequenced gag single-genome mhc hypermutation

• 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

• Metagenomic analysis of human diarrhea: viral detection and discovery.

  PMID 18398449 · PMC2290972 · PLoS pathogens · 2008 · 8 claims · 7 setups

  Full-text index only

  Micro-mass sequencing (minimal stool input, minimal purification, ~384 reads/sample) can detect known enteric viruses in diarrhea specimens

  stool divergent extract preparations sequence-independent maximum enzyme

• Viral and host determinants of RNA virus vector replication and expression.

  PMID 15734041 · PMC7115378 · Vaccine · 2005 · 7 claims · 4 setups

  Full-text index only

  BMV RNA replication occurs in a virus-induced, membrane-bounded compartment rather than in the open cytoplasm.

  bmv saccharomyces wild-type immunogold genome-wide northern

• 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

• Systems biology and the host response to viral infection.

  PMID 18066032 · PMC7097743 · Nature biotechnology · 2007 · 8 claims · 8 setups

  Full-text index only

  Systems biology integration of 'omics data (transcriptomics, proteomics, genomics) with computational modeling is needed to fully understand virus-host interactions and identify novel antiviral targets

  lung cd4 rhesus kshv microarray quantitative genomic

• Net positive charge of HIV-1 CRF01_AE V3 sequence regulates viral sensitivity to humoral immunity.

  PMID 18787705 · PMC2527523 · PloS one · 2008 · 8 claims · 5 setups

  Full-text index only

  Reduction in V3's net positive charge makes V3 less variable due to limited positive selection

  hiv-1 recombinant plasma gp120 sequence single-round v3-peptide-based

• The VIZIER project: preparedness against pathogenic RNA viruses.

  PMID 18083241 · PMC7114271 · Antiviral research · 2008 · 8 claims · 6 setups

  Full-text index only

  Almost all newly emerging human pathogenic viruses are RNA viruses, largely because their error-prone RNA-dependent RNA polymerases and zoonotic reservoirs allow rapid adaptation to new hosts.

  viruses virus coli soluble large-scale bioinformatic recombinant

• Inhibition of SARS-CoV-2 Infections in Engineered Human Tissues Using Clinical-Grade Soluble Human ACE2.

  PMID 32333836 · PMC7181998 · Cell · 2020 · 8 claims · 7 setups

  Has reproduction · 87

  Clinical-grade hrsACE2 significantly inhibits SARS-CoV-2 infection of Vero-E6 cells in a dose-dependent manner

  nasopharyngeal vero-e6 ipsc-derived embryonic viral qrt-pcr organoid

• 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

• 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

• 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

• Molecular epidemiology of measles viruses in the United States, 1997-2001.

  PMID 12194764 · PMC2732556 · Emerging infectious diseases · 2002 · 8 claims · 6 setups

  Full-text index only

  The diversity of measles virus genotypes observed in the US from 1997–2001 reflects multiple imported sources of virus, indicating no strain of measles is endemic in the United States.

  b95a clinical pcr measles viral extraction rt-pcr

• Genetic diversity of swine influenza viruses isolated from pigs during 2000 to 2005 in Thailand.

  PMID 19453423 · PMC4941901 · Influenza and other respiratory viruses · 2008 · 8 claims · 6 setups

  Full-text index only

  Phylogenetic analysis revealed nine distinct genotypes among the 12 Thai SIVs examined.

  swine nasal infectious embryonated rt-pcr subtype-specific viral

• Highly diversified multiply drug-resistant HIV-1 quasispecies in PBMCs: a case report.

  PMID 18513421 · PMC2426714 · Retrovirology · 2008 · 7 claims · 6 setups

  Full-text index only

  HIV-1 quasispecies in PBMCs are more genetically heterogeneous than in plasma

  plasma proviral cloned pbmc hiv-1 nested clonal

• RNA-sequence analysis of primary alveolar macrophages after in vitro infection with porcine reproductive and respiratory syndrome virus strains of differing virulence.

  PMID 24643046 · PMC3958415 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 41

  Infection of PAMs with either LV or Lena affects signaling pathways directly linked to the innate immune response, including IRF activation, RIG1-like receptors, TLRs and PKR pathways.

  pulmonary prrsv-infected lena-infected 3-week-old rna-seq immunoperoxidase quantitative

• 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

• Transcriptome and machine learning analysis of the impact of COVID-19 on mitochondria and multiorgan damage.

  PMID 38295140 · PMC10830027 · PloS one · 2024 · 6 claims · 7 setups

  Has reproduction · 71

  Potential cardiac, hepatic, and renal impairments in COVID-19 are associated with ACE2, inflammatory cytokine storms, and mitochondrial pathways.

  nasopharyngeal heart leukocytes blood bulk pathway machine

• Dual and recombinant infections: an integral part of the HIV-1 epidemic in Brazil.

  PMID 10081673 · PMC2627691 · Emerging infectious diseases · 1999 · 8 claims · 8 setups

  Full-text index only

  Among 79 HIV-1 infected patients, 3 (3.8%) had dual infections, 6 (7.6%) had recombinant infections, and 70 (88.6%) had single-subtype infections

  pbmc uncultured pcr-amplified aligned rflp heteroduplex nested