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).

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 5 setups

  Has reproduction · 67

  HASCAD, a DNN-based cell composition deconvolution model, predicts the fractions of up to 15 immune cell types from bulk RNA-seq.

  pbmc bulk tcga-lihc harmony-symphony scrna-seq simulated bulk

• 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

• Vaccine-induced ICOS(+)CD38(+) circulating Tfh are sensitive biosensors of age-related changes in inflammatory pathways.

  PMID 34095875 · PMC8149371 · Cell reports. Medicine · 2021 · 8 claims · 5 setups

  Has reproduction · 88

  Vaccine-induced ICOS+CD38+ cTfh from elderly adults show enriched TNF-NF-κB signaling compared to young adults at day 7 post-vaccination

  pbmc facs-sorted icos+cd38+ autologous flow bulk ctfh-b

• Identification of common genetic characteristics of rheumatoid arthritis and major depressive disorder by bioinformatics analysis and machine learning.

  PMID 37415981 · PMC10320004 · Frontiers in immunology · 2023 · 7 claims · 8 setups

  Has reproduction · 58

  EAF1, SDCBP and RNF19B are common genetic characteristics (hub genes) shared by RA and MDD

  pbmc intersected candidate wgcna differential kegg

• COVID-19 vaccination atlas using an integrative systems vaccinology approach.

  PMID 40456760 · PMC12130191 · NPJ vaccines · 2025 · 8 claims · 6 setups

  Has reproduction · 69

  mRNA vaccines induce transient but strong immune responses after booster doses

  pbmcs immune pbmc bulk gene principal

• Progressive transformation of the HIV-1 reservoir cell profile over two decades of antiviral therapy.

  PMID 36596305 · PMC9839361 · Cell host & microbe · 2023 · 8 claims · 7 setups

  Has reproduction · 80

  After long-term ART, intact HIV-1 proviruses are predominantly integrated in heterochromatin locations, most prominently centromeric satellite/micro-satellite DNA.

  pbmc single cd4 flip-seq mip-seq prip-seq

• 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

• Coding and non-coding roles of MOCCI (C15ORF48) coordinate to regulate host inflammation and immunity.

  PMID 33837217 · PMC8035321 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 68

  MOCCI (encoded by C15ORF48) is a mito-SEP upregulated during inflammation and infection that promotes host-protective resolution

  aortic failing colon hek293t ribo-seq wgcna-gsea gene

• A curated collection of transcriptome datasets to investigate the molecular mechanisms of immunoglobulin E-mediated atopic diseases.

  PMID 31290545 · PMC6616200 · Database : the journal of biological databases and curation · 2019 · 5 claims · 8 setups

  Has reproduction · 62

  A curated collection of 33 GEO transcriptome datasets relevant to IgE-mediated atopic diseases (allergies to primary immunodeficiencies) was assembled, encompassing 1860 transcriptome profiles.

  pbmc bronchial nasal skin expression rna-seq microarray

• Itaconate and derivatives reduce interferon responses and inflammation in influenza A virus infection.

  PMID 35025971 · PMC8846506 · PLoS pathogens · 2022 · 8 claims · 8 setups

  Has reproduction · 95

  Acod1 expression and itaconate synthesis are induced in mouse lung during IAV infection and correlate with inflammation and disease severity

  lung c57bl pbmcs macrophages bulk metabolomics histopathology

• Phased differentiation of γδ T and T CD8 tumor-infiltrating lymphocytes revealed by single-cell transcriptomics of human cancers.

  PMID 34721945 · PMC8555559 · Oncoimmunology · 2021 · 8 claims · 6 setups

  Has reproduction · 44

  In tumors, infiltrating γδ T cells (predominantly TCRVγnon9) are quantitatively correlated with and aligned to CD8 T cells for differentiation, exhaustion, gene expression, and response to immune checkpoint therapy.

  splenic healthy tumor syngeneic single-cell scrnaseq citeseq

• Identification of the shared hub gene signatures and molecular mechanisms between HIV-1 and pulmonary arterial hypertension.

  PMID 38528047 · PMC10963360 · Scientific reports · 2024 · 7 claims · 7 setups

  Has reproduction · 71

  HIV-1 and PAH share 109 co-expressed genes primarily enriched in type I interferon (IFN) pathways.

  pbmc shared gene microarray kegg

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• Circulating mucosal-associated invariant T cells identify patients responding to anti-PD-1 therapy.

  PMID 33723257 · PMC7961017 · Nature communications · 2021 · 7 claims · 7 setups

  Has reproduction · 70

  Mucosal-associated invariant T (MAIT) cells are more abundant in the circulation of metastatic melanoma patients who respond to anti-PD-1 therapy than in non-responders, before and during therapy.

  peripheral cd3+cd8+ pbmc-derived pbmc high-dimensional single-cell flow

• Data-driven projections of candidate enhancer-activating SNPs in immune regulation.

  PMID 40011812 · PMC11863423 · BMC genomics · 2025 · 7 claims · 7 setups

  Has reproduction · 57

  A data-driven computational protocol combining motif scanning, open-chromatin filtering, gene proximity, dbSNP validation, spacing, and cross-species conservation can prioritize SNPs likely to create functional GAS motifs.

  genome pbmc lung il4-stimulated motif chip-seq bulk