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).

• Helicobacter pylori: after the genomes, back to biology.

  PMID 12668641 · PMC2193897 · The Journal of experimental medicine · 2003 · 8 claims · 5 setups

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  STM screening of 960 H. pylori mutants in gerbils identifies genes required for in vivo colonization

  helicobacter diffuse signature-tagged genome yeast

• Genetic requirement for pneumococcal ear infection.

  PMID 18670623 · PMC2593789 · PloS one · 2007 · 7 claims · 8 setups

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  STM screening of 5,280 S. pneumoniae ST556 mutants in a chinchilla middle ear infection model identified 169 genes required for ear infection

  pneumoniae bioluminescent balb signature-tagged bioluminescent transmission

• 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 signature (ITGB4, ITGA7, IFI27, FAM20A) derived from whole blood RNA-seq discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized adults pediatric blood bulk rna-seq microarray

• 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 · 7 setups

  Has reproduction · 100

  A network-based meta-analysis of 27 discovery cohorts identified a common 45-gene signature specific to active TB disease across studies.

  blood aggregated 45-gene independent bulk network-based gene

• An open RNA-Seq data analysis pipeline tutorial with an example of reprocessing data from a recent Zika virus study.

  PMID 27583132 · PMC4972086 · F1000Research · 2016 · 6 claims · 6 setups

  Has reproduction · 74

  An open-source, reproducible RNA-seq pipeline delivered as an IPython notebook and Docker image can process raw RNA-seq data into interactive PCA/HC plots, enrichment results, and small-molecule predictions with minimal setup overhead

  ipsc-derived same top differentially bulk principal hierarchical

• COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.

  PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).

  lung covid-19 interaction pre-clinical composite single-cell kaplan-meier

• In vivo antiviral host transcriptional response to SARS-CoV-2 by viral load, sex, and age.

  PMID 32898168 · PMC7478592 · PLoS biology · 2020 · 8 claims · 8 setups

  Has reproduction · 89

  SARS-CoV-2 infection induces a strong interferon-driven antiviral response in the nasopharynx, with up-regulation of viral sensors, T cell/NK chemokines, and antiviral effectors

  nasopharyngeal airway patient-matched swab shotgun gsea biological

• 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

• Genomic variability associated with the presence of occult hepatitis B virus in HIV co-infected individuals.

  PMID 19889143 · PMC3032083 · Journal of viral hepatitis · 2010 · 7 claims · 8 setups

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  O-HBV-associated mutations in PreS/S/polymerase regions likely contribute to undetectable HBsAg by interfering with serologic detection, altering antigen secretion, and/or decreasing replicative fitness

  serum hbv full-length o-hbv nested phylogenetic quasispecies

• pmid-41489684

  PMID 41489684 · PMC12767585 · 8 claims · 8 setups

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  MMP1+CXCL5+ fibroblasts and SPP1+ macrophages are linked to TB disease and TB lung granuloma and reveal targetable cellular cross talk underlying TB immunopathology

  lung ffpe lymph nonhuman scrna-seq spatial bulk

• Unlocking the microbial studies through computational approaches: how far have we reached?

  PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups

  Has reproduction

  Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.

  clinical bacteriophage vaginal hbv ngs random whole-genome

• Genomic signatures of human versus avian influenza A viruses.

  PMID 17073083 · PMC3294750 · Emerging infectious diseases · 2006 · 8 claims · 6 setups

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  52 validated 'species-associated' amino acid positions distinguish human from avian influenza A viruses

  throat clinical 401-genome avian rt-pcr immunofluorescent sequence

• An "omics" approach to uropathogenic Escherichia coli vaccinology.

  PMID 19758805 · PMC2770165 · Trends in microbiology · 2009 · 8 claims · 8 setups

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  An 'omics'-based screening strategy integrating genomic, proteomic, and metabolomic data can identify PASivE UPEC proteins as vaccine candidates

  upec vaccination comparative two-dimensional