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).

• Candida albicans genome sequence: a platform for genomics in the absence of genetics.

  PMID 15239821 · PMC463275 · Genome biology · 2004 · 8 claims · 5 setups

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  Publication of the complete diploid C. albicans genome sequence will accelerate research into the pathogenesis of Candida infections

  candida sc5314 whole-genome fingerprinting multi-locus

• Long-Read RNA Sequencing Identifies Polyadenylation Elongation and Differential Transcript Usage of Host Transcripts During SARS-CoV-2 In Vitro Infection.

  PMID 35464437 · PMC9019466 · Frontiers in immunology · 2022 · 8 claims · 8 setups

  Has reproduction · 90

  Differential polyadenylation occurs in infected Calu-3 and Vero cells at a late time point (48 hpi)

  vero calu-3 genes direct pcr poly

• In vivo application of RNA interference: from functional genomics to therapeutics.

  PMID 16096010 · PMC7112075 · Advances in genetics · 2005 · 7 claims · 7 setups

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  RNAi operates through two mechanistically related but distinct pathways: cytoplasmic delivery of siRNA duplexes and nuclear delivery of shRNA expression cassettes that mimic miRNA

  mice tumor laser-induced herpetic cationic intraperitoneal aqueous

• The evolutionary dynamics of a rapidly mutating virus within and between hosts: the case of hepatitis C virus.

  PMID 19911046 · PMC2768904 · PLoS computational biology · 2009 · 8 claims · 3 setups

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  The replication rate of the strain that initiates an infection has a strong effect on the fitness of the infection at the between-host level, even though the virus evolves rapidly within the host.

  computational same simulation stochastic parameter-sweep multivariate

• Emergence of recombinant forms of HIV: dynamics and scaling.

  PMID 17967052 · PMC2041978 · PLoS computational biology · 2007 · 7 claims · 5 setups

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  A detailed mathematical model incorporating multiple cell infections and recombination quantitatively captures experimental observations of recombinant HIV emergence dynamics in vitro

  cd4+ scid-hu splenocytes computational single-round replication-competent proviral

• Antigenic diversity, transmission mechanisms, and the evolution of pathogens.

  PMID 19847288 · PMC2759524 · PLoS computational biology · 2009 · 8 claims · 3 setups

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  Three distinct infection types (A, B, C) emerge as maxima in the pathogen fitness landscape, each with characteristic within-host dynamics, contact network structure, and transmission mode

  generic simulated hiv-1 stochastic dynamic regression

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).

  blood merged affymetrix-optimized gene feature out-of-sample

• 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

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• Population genomics of the Wolbachia endosymbiont in Drosophila melanogaster.

  PMID 23284297 · PMC3527207 · PLoS genetics · 2012 · 8 claims · 8 setups

  Has reproduction · 93

  Wolbachia infection status can be accurately predicted in silico from whole-genome shotgun sequence of individual host strains, showing 99% concordance with diagnostic PCR.

  melanogaster dgrp complete wolbachia-infected whole-genome diagnostic coverage-based

• 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

• SIRE 2.0: a novel method for estimating polygenic host effects underlying infectious disease transmission, and analytical expressions for prediction accuracies.

  PMID 40169992 · PMC11963337 · Genetics, selection, evolution : GSE · 2025 · 8 claims · 2 setups

  Has reproduction · 83

  SIRE 2.0 is a novel Bayesian methodology and software tool for estimating polygenic contributions (variance components and additive genetic effects) to host susceptibility, infectivity and recoverability from temporal epidemic data using pedigree/genomic relationship matrices.

  simulated bayesian systematic

• Assessing the impacts of COVID-19 vaccination programme's timing and speed on health benefits, cost-effectiveness, and relative affordability in 27 African countries.

  PMID 36882868 · PMC9991879 · BMC medicine · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  Vaccination programmes with earlier start dates yield the most health benefits and lowest ICERs compared to late-starting programmes

  population-level age-structured same ethiopia dynamic epidemiological daly

• 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

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  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

• Environmental genomics: an opportunity for the NIEHS.

  PMID 16393638 · PMC1332673 · Environmental health perspectives · 2006 · 8 claims · 5 setups

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  Intrauterine exposure to endocrine-disrupting pesticides can produce transgenerational adverse effects on male fertility

  intrauterine offspring monozygotic specified phenotypic methylation receptor

• 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

• Blood Transcriptome Analysis of Septic Patients Reveals a Long Non-Coding Alu-RNA in the Complement C5a Receptor 1 Gene.

  PMID 35447887 · PMC9027897 · Non-coding RNA · 2022 · 6 claims · 7 setups

  Has reproduction · 64

  A computational pipeline intersecting immune gene coordinates with Alu element coordinates can identify candidate Alu-lncRNAs

  peripheral genome blood bulk illumina ion

• Tissue MicroArray (TMA) analysis of normal and persistent Chlamydophila pneumoniae infection.

  PMID 17052347 · PMC1622754 · BMC infectious diseases · 2006 · 8 claims · 4 setups

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  TMA/IHC staining patterns of GroEL, GroES, GspD, Ndk and Pyk in cell pellets generally corresponded to differential regulation patterns previously found by 2D gel proteomic analysis of IFN-γ-induced persistence

  hep-2 archival pneumoniae immunohistochemistry western gel

• 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

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

  hiv-1 hla-genotyped predicted bioinformatic longitudinal ancestral

• Requirements for Pseudomonas aeruginosa acute burn and chronic surgical wound infection.

  PMID 25057820 · PMC4109851 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  In vivo gene expression is generally not correlated with a gene's importance for fitness, with the exception of metabolic genes, for which differential expression is more predictive of fitness.

  aeruginosa differentially paired rna-seq tn-seq computational