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).

• 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 · 8 setups

  Has reproduction · 88

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

  pbmc sorted rna-seq icos+cd38+ flow bulk gene

• 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

  Proportions of activated and proliferating CD8+ T cells (cluster C16/activated EM) are significantly higher in responders before and during therapy

  pbmc cd3+cd8+ pbmc-derived metastatic high-dimensional single-cell polychromatic

• 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 · 7 claims · 8 setups

  Has reproduction · 62

  A curated collection of 33 GEO transcriptome datasets (1860 profiles) relevant to IgE-mediated atopic disease was assembled and made available on the Gene Expression Browser (GXB) platform

  pbmc bronchial nasal skin gene rna-seq

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

  PMID 38528047 · PMC10963360 · Scientific reports · 2024 · 6 claims · 8 setups

  Has reproduction · 71

  109 shared genes were identified between HIV-1- and PAH-associated WGCNA modules

  pbmc shared hub pbmcs weighted kegg differential

• 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

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

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

  Has reproduction · 80

  After ~2 decades of ART, intact HIV-1 proviruses are predominantly integrated in heterochromatin, especially centromeric/peri-centromeric satellite and micro-satellite DNA

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

• Dual and recombinant infections: an integral part of the HIV-1 epidemic in Brazil.

  PMID 10081673 · PMC2627691 · Emerging infectious diseases · 1999 · 8 claims · 8 setups

  Full-text index only

  Among 79 HIV-1 infected patients, 3 (3.8%) had dual infections, 6 (7.6%) had recombinant infections, and 70 (88.6%) had single-subtype infections

  pbmc uncultured pcr-amplified aligned rflp heteroduplex nested

• High genetic variability of HIV-1 in female sex workers from Argentina.

  PMID 17697319 · PMC1971708 · Retrovirology · 2007 · 7 claims · 6 setups

  Full-text index only

  HIV-1 genetic diversity among Argentine FSWs is extensive, with BF recombinants predominating over subtypes B and C

  pbmc-derived aligned near pro heteroduplex pcr near

• Persistence of attenuated HIV-1 rev alleles in an epidemiologically linked cohort of long-term survivors infected with nef-deleted virus.

  PMID 17601342 · PMC1933581 · Retrovirology · 2007 · 7 claims · 6 setups

  Full-text index only

  Dominant, persistent rev alleles from SBBC subjects D36 and C64 show ~90% reduced Rev/RRE binding compared to HIV-1 NL4-3, C18, and C98 Revs.

  pbmc his-tagged cem mammalian pcr electrophoretic western

• A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus.

  PMID 18631455 · PMC2727981 · Immunity · 2008 · 7 claims · 8 setups

  Full-text index only

  Transcriptional modules constructed from coordinately expressed genes across 8 diseases form stable, biologically coherent functional units

  pbmc genes monocytes original microarray literature stimulation

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

  Full-text index only

  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

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

  PMID 34721945 · PMC8555559 · Oncoimmunology · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  In tumors, TCRVγnon9 γδ T cells (the majority γδ TIL subset) are quantitatively correlated and aligned with T CD8 cells for differentiation, exhaustion, gene expression profile, and response to immune checkpoint therapy

  pbmc tumor syngeneic scrnaseq cite-seq flow

• Cell-type annotation with accurate unseen cell-type identification using multiple references.

  PMID 37379341 · PMC10335708 · PLoS computational biology · 2023 · 8 claims · 4 setups

  Has reproduction · 68

  mtANN integrates multiple reference datasets and eight gene selection methods via ensemble learning (multiple deep classification models + majority voting) to improve cell-type annotation accuracy

  pbmc pancreas covid-19 scrna-seq

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 8 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts a single-cell gene expression matrix into a functional expression matrix using multi-module gene set enrichment analysis, utilizing information from all expressed genes rather than discarding filtered genes.

  pbmc pancreas liver scrna-seq single-cell fisher's dimensionality

• Meta-analysis of COVID-19 single-cell studies confirms eight key immune responses.

  PMID 34675242 · PMC8531356 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction · 69

  Only 8 of 20 previously published COVID-19 scRNA-seq findings were reproducible across all relevant datasets in a standardized meta-analysis

  pbmc bronchoalveolar nasopharyngeal combined scrna-seq tcr bcr

• The interleukin 12 p40 gene promoter is primed by interferon gamma in monocytic cells.

  PMID 8551218 · PMC2192398 · The Journal of experimental medicine · 1996 · 8 claims · 8 setups

  Full-text index only

  IFN-gamma primes phagocytic cells for LPS-induced transcription of the IL-12 p40 gene rather than directly inducing it

  pbmc cell-depleted raw264.7 nuclei ria immunoprecipitation rnase

• Identification of HLA-DRPhebeta47 as the susceptibility marker of hypersensitivity to beryllium in individuals lacking the berylliosis-associated supratypic marker HLA-DPGlubeta69.

  PMID 16098233 · PMC1198259 · Respiratory research · 2005 · 7 claims · 4 setups

  Full-text index only

  HLA-DPGlu69 is the primary marker of Be-hypersensitivity, present at higher frequency in berylliosis patients than in Be-sensitized subjects and Be-exposed controls

  pbmc peripheral population high beryllium lymphocyte

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

  Full-text index only

  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

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

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 4 setups

  Has reproduction · 67

  Removal of batch effects in reference scRNA-seq datasets (via Harmony-Symphony) benefits the task of cell composition deconvolution

  pbmc derived tcga-lihc scrna-seq simulated bulk