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).

• Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases.

  PMID 34601390 · PMC8483812 · Computers in biology and medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 69

  COVID-19 and neurological diseases (NDs) share pathophysiological connections that influence disease progression and severity

  peripheral hippocampal spinal peritumoral microarray protein-protein

• Integrative network modeling reveals mechanisms underlying T cell exhaustion.

  PMID 32024856 · PMC7002445 · Scientific reports · 2020 · 8 claims · 7 setups

  Has reproduction · 59

  TCE arises from changes in diverse gene regulatory interactions across a shared network rather than dysregulation of a single gene

  cd8+ tce manual gene principal

• 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

• Metabolic profiling during malaria reveals the role of the aryl hydrocarbon receptor in regulating kidney injury.

  PMID 33021470 · PMC7538157 · eLife · 2020 · 8 claims · 8 setups

  Has reproduction · 62

  Plasma AHR ligands derived from heme metabolism (biliverdin, bilirubin) and tryptophan/kynurenine pathway metabolites increase during acute Pc malaria in mice and acute cerebral malaria in humans

  c57bl pediatric littermate untargeted targeted bilirubin

• 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

• A newly identified glycosyltransferase AsRCOM provides resistance to purple curl leaf disease in agave.

  PMID 37936069 · PMC10629022 · BMC genomics · 2023 · 8 claims · 4 setups

  Has reproduction

  Hypersensitive response (HR) accompanied by systemic acquired resistance is the primary contributor to resistance against purple curl leaf disease in agave

  agave bulk wgcna qpcr

• 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

• Identification of key genes in chickpea transcriptomics and the development of ChickpeaOmicsR as a comprehensive resource to advance breeding and genomic studies.

  PMID 41909810 · PMC13022592 · Frontiers in bioinformatics · 2026 · 8 claims · 8 setups

  Has reproduction · 56

  ChickpeaOmicsR is the first comprehensive R package that integrates transcriptomic, genomic, and proteomic chickpea data, automates DEG/PPI/GWAS analyses, and standardizes fragmented chickpea gene nomenclature

  cicer bulk gwas protein-protein

• Methylation patterns of the nasal epigenome of hospitalized SARS-CoV-2 positive patients reveal insights into molecular mechanisms of COVID-19.

  PMID 40170038 · PMC11963311 · BMC medical genomics · 2025 · 7 claims · 7 setups

  Has reproduction

  Differential DNA methylation occurs predominantly in intergenic regions and low methylated regions (LMRs), highlighting the role of distal regulatory elements in COVID-19 severity.

  nasal aggregated genes differentially whole-genome methylation tiling

• Cell type-specific eQTL analysis of COVID-19 based on single-cell transcriptomic data.

  PMID 41064594 · PMC12501775 · NAR genomics and bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 51

  Single-cell eQTL analysis across eight immune cell types identified 2593 genes whose expression is significantly associated with common genetic polymorphisms, with most genes showing cell type-specific effects

  pbmcs eight pbmc monocytes scrna-seq genetic cis-eqtl

• 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

• In vivo structural characterization of the SARS-CoV-2 RNA genome identifies host proteins vulnerable to repurposed drugs.

  PMID 33636127 · PMC7871767 · Cell · 2021 · 8 claims · 8 setups

  Has reproduction · 95

  icSHAPE was used to determine the in vivo and in vitro structural landscape of the SARS-CoV-2 RNA genome in infected Huh7.5.1 cells, plus UTR structures of six other coronaviruses

  huh7.5.1 sars-cov-2 utrs 18s icshape structure deep-learning

• Identification of Novel Therapeutic Candidates Against SARS-CoV-2 Infections: An Application of RNA Sequencing Toward mRNA Based Nanotherapeutics.

  PMID 35983322 · PMC9378778 · Frontiers in microbiology · 2022 · 6 claims · 7 setups

  Has reproduction · 75

  RPL29 (60S ribosomal protein L29) is highly/consistently expressed across all COVID-19 infected groups regardless of severity, suggesting it as a novel host therapeutic target for mRNA-based nanomedicines.

  pbmcs pbmc aligned bulk read transcript

• 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

• 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

• Ancient variation of the AvrPm17 gene in powdery mildew limits the effectiveness of the introgressed rye Pm17 resistance gene in wheat.

  PMID 35857869 · PMC9335242 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 6 claims · 8 setups

  Has reproduction · 80

  AvrPm17 is encoded by a paralogous, tandemly duplicated effector gene pair located in a pericentromeric, mildew sublineage-specific effector cluster (family E003) showing signs of recurring gene conversion.

  b.g parental nicotiana benthamiana qtl comparative rna-sequencing

• CDKN2A and CDK4 mutation analysis in Italian melanoma-prone families: functional characterization of a novel CDKN2A germ line mutation.

  PMID 11556834 · PMC2375081 · British journal of cancer · 2001 · 7 claims · 6 setups

  Full-text index only

  Germ line CDKN2A mutations were found in 5 of 15 (33.3%) Italian melanoma-prone families, including one novel mutation (P48T) and three known pathogenic mutations (R24P, G101W, N71S)

  genomic radiolabelled tig-er u2os sscp protein-protein retroviral

• Characterization of the 3a protein of SARS-associated coronavirus in infected vero E6 cells and SARS patients.

  PMID 15312778 · PMC7127270 · Journal of molecular biology · 2004 · 8 claims · 7 setups

  Full-text index only

  ORF3a of SARS-CoV encodes an actual 31 kDa, 274-residue protein detected in infected cells and virions

  vero crude sera sars-cov 2d-lc-ms sds-page western

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

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

  Full-text index only

  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

• Diet and DNA.

  PMID 15174456 · PMC1315985 · Environmental health perspectives · 2004 · 8 claims · 8 setups

  Full-text index only

  The tombusvirus CIRV p19 protein selectively binds short (21-22 nt) silencing siRNAs, using tryptophan residues Trp39 and Trp42 as molecular 'calipers' that stack with the ends of the siRNA duplex

  cirv blood rice smokers x-ray site-directed mass