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).

• 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

• Genetic variation of SARS coronavirus in Beijing Hospital.

  PMID 15200810 · PMC3323231 · Emerging infectious diseases · 2004 · 8 claims · 4 setups

  Full-text index only

  113 sequence variations at 9 recurrent variant sites were identified in 29 full-length S-gene sequences compared to the BJ01 reference strain

  clinical extracted rna-derived cloned nested screening direct

• The vaginal bacterial communities of Japanese women resemble those of women in other racial groups.

  PMID 19912342 · PMC2868947 · FEMS immunology and medical microbiology · 2010 · 7 claims · 5 setups

  Full-text index only

  The types of vaginal bacterial communities found in Japanese women closely resemble those previously found in White and Black North American women.

  vaginal japanese t-rflp clone cluster

• eVITTA: a web-based visualization and inference toolbox for transcriptome analysis.

  PMID 34019643 · PMC8218201 · Nucleic acids research · 2021 · 8 claims · 7 setups

  Has reproduction · 82

  eVITTA is a web-based toolbox with three integrated modules (easyGEO, easyGSEA, easyVizR) for GEO data access, functional profiling, and multi-dataset comparison

  nasopharyngeal elegans bulk pre-ranked microarray

• Expanding the clinical spectrum of COL2A1 related disorders by a mass like phenotype.

  PMID 35296718 · PMC8927422 · Scientific reports · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  Four FBN1-negative patients from three families with a MASS-like phenotype carry likely pathogenic or uncertain-significance missense variants in the propeptide-coding regions of COL2A1

  blood-derived four patients col2a1 targeted clinical transthoracic

• Genomic profiling of Streptococcus agalactiae (Group B Streptococcus) isolates from pregnant women in northeastern Mexico: clonal complexes, virulence factors, and antibiotic resistance.

  PMID 40416609 · PMC12103846 · PeerJ · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  GBS colonization was detected in 51 of 1,924 (2.7%) pregnant women screened

  vaginal-rectal agalactiae microbiological latex whole-genome

• Whole-genome analysis of a multidrug-resistant Klebsiella michiganensis environmental isolate from an orthopedic ward in Mwanza, Tanzania reveals IncF-family plasmid replicon signatures associated with resistance determinants.

  PMID 41957580 · PMC13173886 · BMC genomics · 2026 · 8 claims · 8 setups

  Has reproduction · 82

  An isolate phenotypically identified as K. oxytoca was reclassified by genome-based taxonomy (GTDB-Tk, ANI, BLAST) as Klebsiella michiganensis

  michiganensis a55848 african assembled whole-genome novo genome-based

• Influenza A (H3N2) outbreak, Nepal.

  PMID 16102305 · PMC3320503 · Emerging infectious diseases · 2005 · 7 claims · 6 setups

  Full-text index only

  Nepal H3N2 outbreak isolates show antigenic drift, with ~40% antigenically distinct from the A/Wyoming/3/03 vaccine strain by hemagglutination inhibition

  influenza throat ha1 amino hemagglutination rt-pcr rapid

• Betacoronavirus-specific alternate splicing.

  PMID 35074468 · PMC8782732 · Genomics · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  Genes showing differential alternative splicing in SARS-CoV-2 have a similar functional profile to those in SARS-CoV and MERS, affecting a diverse set of genes and biological functions related to virus biology.

  mrc5 calu-3 nasopharyngeal sars-cov-2-infected bulk clinical term

• 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

• New generic primer system targeting mucosal/genital and cutaneous human papillomaviruses leads to the characterization of HPV 115, a novel Beta-papillomavirus species 3.

  PMID 19948351 · PMC2813930 · Virology · 2010 · 8 claims · 8 setups

  Full-text index only

  The new CUT primer system detects a broader range of HPV genera/species and novel putative types than the FAP primer system (p<0.01)

  skin cloned mixed-type gene nested sequencing molecular

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

  PMID 32898168 · PMC7478592 · PLoS biology · 2020 · 8 claims · 6 setups

  Has reproduction · 89

  SARS-CoV-2 infection induces a strong interferon-mediated antiviral response in the nasopharynx, up-regulating antiviral factors (OAS1-3, IFIT1-3, MX2, RSAD2, HERC5) and Th1 chemokines CXCL9/10/11, while down-regulating ribosomal protein transcripts.

  nasopharyngeal airway patient-matched swab shotgun bulk rt-pcr

• Severe COVID-19 Shares a Common Neutrophil Activation Signature with Other Acute Inflammatory States.

  PMID 35269470 · PMC8909161 · Cells · 2022 · 8 claims · 7 setups

  Has reproduction · 88

  COVID-19 and HLH share a transcriptional overlap of 239 unique common differentially expressed genes (DEGs), 237 of which are up-regulated

  patients pbmcs plasma derived bulk single-cell quantitative