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).

• Endothelial Adgrl2 Expression and Alternative Splicing Controls the Cerebrovasculature.

  PMID 41876233 · PMC13108381 · The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026 · 8 claims · 5 setups

  Has reproduction · 75

  Endothelial cell-specific deletion of Adgrl2 impairs cerebrovascular integrity in mice

  wild-type cortex brain single-molecule single-cell immunohistochemistry

• scSAMAC: saliency-adjusted masking induced attention contrastive learning for single-cell clustering.

  PMID 40131310 · PMC11934584 · Briefings in bioinformatics · 2025 · 8 claims · 1 setups

  Has reproduction · 85

  scSAMAC integrates contrastive learning and negative binomial (NB) losses into a VAE, extracting features via contrastive unit similarity while preserving intrinsic data characteristics to enhance robustness and generalization in clustering.

  scrna-seq scrna-seq

• Geometry-aware graph attention networks to explain single-cell chromatin states and gene expression with SEAGALL.

  PMID 42026624 · PMC13238118 · Genome biology · 2026 · 8 claims · 6 setups

  Full-text index only

  SEAGALL combines a geometry-regularised autoencoder (GRAE) to embed cells and build a cell-cell graph with a graph attention network (GAT) classifier and GNNExplainer-based XAI to identify features driving cell type/phenotype.

  count same scchip-seq ten count latent classification

• Cell Specific eQTL Analysis without Sorting Cells.

  PMID 25955312 · PMC4425538 · PLoS genetics · 2015 · 7 claims · 4 setups

  Has reproduction · 90

  A genotype x predicted-cell-count interaction (GxE) meta-analysis across whole blood datasets can detect neutrophil-specific cis-eQTLs without cell sorting

  blood neutrophils cis-eqtl cell-count rna-seq

• Epigenetic profiling of hematopoietic stem cells from male mice identifies KDR and PU.1 as regulators of aging transcriptome and caloric restriction response.

  PMID 41720793 · PMC13035812 · Nature communications · 2026 · 8 claims · 8 setups

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  Lifelong CR reduces white blood cell production and shifts hematopoiesis toward myeloid and thrombo-erythroid lineages while suppressing lymphoid output

  peripheral sorted young aged complete flow bulk

• scPASU: A computational protocol for quantifying polyadenylation site usage and alternative polyadenylation from 3' scRNA-seq data.

  PMID 42085187 · PMC13157062 · STAR protocols · 2026 · 8 claims · 6 setups

  Full-text index only

  scPASU is a Snakemake-based workflow that quantifies APA from standard 3′ scRNA-seq data without requiring specialized library preparation

  ureter processed scrna-seq read poly

• Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.

  PMID 41438041 · PMC12719757 · iScience · 2025 · 8 claims · 8 setups

  Has reproduction · 78

  INVADE-seq (single-cell RNA-seq combined with 16S rRNA targeting) detects a sparse but widespread bacterial presence across diverse testicular cell types

  testis young testicular invade-seq histology sperm

• Score Matching for Differential Abundance Testing of Compositional High-Throughput Sequencing Data.

  PMID 41944570 · PMC13055433 · Statistics in medicine · 2026 · 8 claims · 3 setups

  Full-text index only

  cosmoDA extends the a-b power interaction model by adding a linear covariate effect on the location vector, enabling differential abundance testing on compositional data with feature interactions.

  simulated cell-type microbial simulated single-cell 16s

• Chronic Hypoxia Disrupts Spermatogenesis Through ASXL2-EZH2-Mediated Microtubule Destabilization.

  PMID 41782374 · PMC13159132 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Chronic hypoxia disrupts spermatogenesis by blocking the round-to-elongated spermatid transition, governed by the ASXL2–EZH2 axis

  testes seminiferous sperm including single-cell western transmission

• Target cell APOBEC3C can induce limited G-to-A mutation in HIV-1.

  PMID 17967058 · PMC2042017 · PLoS pathogens · 2007 · 8 claims · 8 setups

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  APOBEC3C is necessary and sufficient to induce G-to-A mutation in some HIV-1 strains despite Vif expression

  magi pbmc 293t supt1 sensitive rt-pcr western

• Cell neighborhood topology directs rare cell population identification.

  PMID 41912521 · PMC13199379 · Nature communications · 2026 · 8 claims · 8 setups

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  RareQ is a framework that quantifies neighborhood connectivity (Q), a cell-specific measure of kNN-graph cliquishness, to detect rare cell populations from single-cell and spatial omics data

  downsampled pbmc brain simulated scrna-seq cite-seq single-cell

• AICellType: a large language model-based platform for accurate cell type annotation.

  PMID 42001469 · PMC13092268 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Claude 3.5 Sonnet achieved the best overall performance among 79 benchmarked LLMs for cell type annotation, balancing accuracy, robustness, speed, and cost-efficiency

  single-cell immune pbmc in-house llm-based scrna-seq spatial

• Mouse placentae generated by in vitro fertilization exhibit altered gene expression, activated hypoxia responses, and reduced fitness†.

  PMID 40874534 · PMC12808545 · Biology of reproduction · 2026 · 6 claims · 6 setups

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  IVF-conceived mouse placentae exhibit global and cell type–specific gene expression differences compared to FB placentae

  e12.5 differentially trophoblast placenta single-nucleus pseudobulk pathway

• Comprehensive cellular analysis with single-nucleus RNA-seq of archived PAXgene whole blood samples.

  PMID 41844163 · PMC13030975 · Cell reports methods · 2026 · 8 claims · 7 setups

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  Cell lysis (CL) nuclei isolation yields substantially more nuclei and less biased immune cell proportions than mechanical separation (MS)

  frozen paxgene cl-derived thawed single-nucleus confocal brightfield

• Evaluating the Utilities of Foundation Models in Single-Cell Data Analysis.

  PMID 41869863 · PMC13170260 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Among ten/eleven evaluated single-cell FMs, scGPT, Geneformer, and CellFM are the top models considering both performance and user accessibility

  scrna-seq unpaired single-cell scgpt batch multi-omic cell-type

• InSituPREP enables 3D single-cell mapping of interaction-associated gene programs in the breast cancer tumor microenvironment.

  PMID 42109251 · PMC13158666 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Full-text index only

  InSituPREP is a computational framework that quantifies proximity-associated gene programs across multiple analytical layers (binary contacts, graded distance, density, triplets, RNA velocity) in 3D single-cell spatial data

  breast adjacent exseq-imaged exseq-derived expansion 16s scrna-seq

• Protocol for assessing regulatory elements in murine heart using an AAV9-based massively parallel reporter assay.

  PMID 40252222 · PMC12033988 · STAR protocols · 2025 · 8 claims · 5 setups

  Has reproduction · 93

  An AAV9-based in vivo MPRA (AAV-MPRA) workflow, combined with a companion informatics platform, can dissect and quantify enhancer activity in mouse heart.

  agilent stbl3 hek293t wild-type self-annealing restriction plasmid

• Multimodal framework for the joint analysis of single-cell RNA and T cell receptor sequencing data predicts T cell response to cancer immunotherapy.

  PMID 41820396 · PMC13121706 · Nature communications · 2026 · 8 claims · 7 setups

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  TRIM, a conditional multi-modal variational autoencoder integrating paired scRNAseq and scTCRseq data, predicts T cell clonality and transcriptional states at unmeasured tissue sites/timepoints.

  hnscc colorectal pan-cancer tcr paired umap convolutional

• Gli3R-mediated inhibition of hedgehog signaling alters the embryonic transcriptome in zebrafish.

  PMID 41546624 · PMC12958812 · G3 (Bethesda, Md.) · 2026 · 8 claims · 5 setups

  Full-text index only

  Ubiquitous overexpression of zGli3R (Tg(ubb:zGli3R)) causes widespread changes to the 30 hpf zebrafish embryonic transcriptome

  hpf dpf bulk gene bright-field

• Comprehensive immune profiling reveals IFN-γ signaling in T cells mediates parasite phagocytosis in a rodent malaria model.

  PMID 41810957 · PMC13059739 · mBio · 2026 · 8 claims · 8 setups

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  IFN-γ signaling in T cells contributes to the development of malaria-associated lung pathology

  lungs pbnk65-infected cell-specific lung flow time-series qrt-pcr