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).
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Has reproduction · 89
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
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.
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Has reproduction · 71
Utilizing the codon adaptation index to evaluate the susceptibility to HIV-1 and SARS-CoV-2 related coronaviruses in possible target cells in humans.
PMID 36760235 · PMC9905242 · Frontiers in cellular and infection microbiology · 2022 · 7 claims · 8 setups
CAI is positively correlated with translational efficiency, supporting its use as a proxy for viral mRNA translation in cell types.
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Has reproduction
Plant Soft Rot Development and Regulation from the Viewpoint of Transcriptomic Profiling.
PMID 32927917 · PMC7570247 · Plants (Basel, Switzerland) · 2020 · 8 claims · 6 setups
Pba infection of tobacco causes large-scale differential gene expression (8636 DEGs), reflecting profound host physiological reprogramming.
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Has reproduction · 82
eVITTA: a web-based visualization and inference toolbox for transcriptome analysis.
PMID 34019643 · PMC8218201 · Nucleic acids research · 2021 · 8 claims · 5 setups
eVITTA is a web-based toolbox with three modules (easyGEO, easyGSEA, easyVizR) that analyze, interpret, and compare transcriptome data from published NCBI GEO studies or new experiments
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Has reproduction · 74
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
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
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Has reproduction · 62
The soil microbiome modulates the sorghum root metabolome and cellular traits with a concomitant reduction of Striga infection.
PMID 38537644 · PMC11063626 · Cell reports · 2024 · 8 claims · 8 setups
The natural soil microbiome reduces Striga attachment to sorghum roots at the post-germination stage by interfering with haustorium initiation rather than seed germination
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Has reproduction · 56
Modulation of HERV Expression by Four Different Encephalitic Arboviruses during Infection of Human Primary Astrocytes.
PMID 36423114 · PMC9694637 · Viruses · 2022 · 6 claims · 7 setups
The four arboviruses commonly induce upregulation of HERVs in human primary astrocytes, with 15 HERVs co-modulated by all four viruses, including highly upregulated HERV4_4q22.1
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Has reproduction · 94
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
A 4-gene whole-blood signature (ITGB4, ITGA7, IFI27, FAM20A) discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90
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Has reproduction · 95
Itaconate and derivatives reduce interferon responses and inflammation in influenza A virus infection.
PMID 35025971 · PMC8846506 · PLoS pathogens · 2022 · 8 claims · 8 setups
Acod1 expression and itaconate synthesis are induced in mouse lung during IAV infection and correlate with inflammation and disease severity
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Has reproduction · 64
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
A computational pipeline intersecting immune gene coordinates with Alu element coordinates can identify candidate Alu-lncRNAs
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Has reproduction · 50
An atlas of the human liver diurnal transcriptome and its perturbation by hepatitis C virus infection.
PMID 39209804 · PMC11362569 · Nature communications · 2024 · 7 claims · 7 setups
Human hepatocytes engrafted in liver chimeric mice display a large rhythmic transcriptome of ~1700 protein-coding orthologous genes, including transcription factors, chromatin modifiers, and metabolic enzymes.
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Has reproduction · 68
Loss of CD4(+) T cell-intrinsic arginase 1 accelerates Th1 response kinetics and reduces lung pathology during influenza infection.
PMID 37572656 · PMC10576612 · Immunity · 2023 · 8 claims · 8 setups
Arg1 expression is induced in lung CD4+ T cells during in vivo influenza infection, ranking among the most highly induced genes.
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Has reproduction · 69
COVID-19 vaccination atlas using an integrative systems vaccinology approach.
PMID 40456760 · PMC12130191 · NPJ vaccines · 2025 · 8 claims · 6 setups
mRNA vaccines induce transient but strong immune responses after booster doses
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Has reproduction · 95
MetaMap: an atlas of metatranscriptomic reads in human disease-related RNA-seq data.
PMID 29901703 · PMC6025204 · GigaScience · 2018 · 6 claims · 7 setups
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
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Has reproduction · 71
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
Potential cardiac, hepatic, and renal impairments in COVID-19 are associated with ACE2, inflammatory cytokine storms, and mitochondrial pathways.
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Has reproduction
A newly identified glycosyltransferase AsRCOM provides resistance to purple curl leaf disease in agave.
PMID 37936069 · PMC10629022 · BMC genomics · 2023 · 6 claims · 5 setups
The glycosyltransferase gene AsRCOM is the most critical disease-resistance gene against agave purple curl leaf disease, and its overexpression significantly enhances resistance.
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Has reproduction · 44
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
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
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Has reproduction · 100
Betacoronavirus-specific alternate splicing.
PMID 35074468 · PMC8782732 · Genomics · 2022 · 8 claims · 8 setups
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.
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Has reproduction · 75
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
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.
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Has reproduction · 26
Integrating transcriptomic datasets across neurological disease identifies unique myeloid subpopulations driving disease-specific signatures.
PMID 36527260 · PMC10952672 · Glia · 2023 · 6 claims · 3 setups
The bulk microglial and monocyte transcriptomic program is highly contingent on the disease environment, challenging the notion of a universal microglial disease signature