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).

• A novel deep learning-driven framework for improving lncRNA comprehensive annotation with LncADeep 2.0.

  PMID 41923359 · PMC13090826 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  LncADeep 2.0 outperforms LncADeep and other existing tools for lncRNA identification on both GENCODE annotated transcripts and independent RNA-seq data

  lncrna hypertrophic gencode lncrna-protein-mirna mlp-based independent ablation

• Enhancing KLF15 activity in cardiomyocytes: a novel approach to prevent pathological reprogramming and fibrosis via nuclease-deficient dCas9VPR.

  PMID 41771837 · PMC12953643 · Signal transduction and targeted therapy · 2026 · 8 claims · 8 setups

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  KLF15 transcriptional activity shows the most significant change among TFs in pathological cardiomyocytes during progressive hypertrophic remodeling, reflecting less effective repression of disease-associated genes.

  ventricular heart cardiomyocytes cardiomyocyte single-cell rt-qpcr bulk

• MitoPerturb-Seq identifies gene-specific single-cell responses to mitochondrial DNA depletion and heteroplasmy.

  PMID 41922875 · PMC13095666 · Nature structural & molecular biology · 2026 · 8 claims · 6 setups

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  MitoPerturb-Seq combines pooled CRISPR–Cas9 screening (CROP-seq) with 10x Genomics multiome (scATAC-seq + scRNA-seq) to simultaneously profile mtDNA sequence/copy number/heteroplasmy and the nuclear transcriptome/chromatin accessibility in single heteroplasmic cells

  cas9-expressing heteroplasmic tfam-ko pooled tap-seq hybridization-capture-based

• Multimodal antigenic escape to GPRC5D-targeted T cell engagers in multiple myeloma.

  PMID 41540108 · PMC13004696 · Nature medicine · 2026 · 7 claims · 7 setups

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  GPRC5D antigenic drift/mutational events occurred in 68.4% of relapsed cases following anti-GPRC5D TCE therapy (13/19 evaluable patients)

  cd138+ pbmcs cohort bulk single-cell targeted

• Evaluating the practical aspects and performance of commercial single-cell RNA sequencing technologies.

  PMID 41503158 · PMC12770963 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

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  A comprehensive comparison of seven 3'/whole-transcriptome single-cell platforms and two 5' whole-transcriptome + TCR platforms was performed using PBMCs from multiple donors.

  pbmcs sorted scrna-seq evercode

• The transcription factor HHEX maintains glucocorticoid levels and protects adrenals from androgen-induced lipid depletion.

  PMID 41519914 · PMC12891536 · Nature communications · 2026 · 8 claims · 8 setups

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  HHEX is the most enriched transcription factor in glucocorticoid-producing zona fasciculata (zF) cells, conserved across mouse, rat, and human adrenal

  sf1-cre-high adrenocortical scrna-seq rnascope immunohistochemistry

• Alternative polyadenylation links RNA processing to iron metabolism in human erythropoiesis.

  PMID 41805127 · PMC12972907 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  CPSF6 facilitates erythropoiesis; its depletion impairs heme synthesis and causes intracellular iron deficiency

  cd34+ cd34+-derived bone erythroid scrna-seq bulk long-read

• Differential expression analysis in single-cell and spatial RNA-seq without model assumptions.

  PMID 41980775 · PMC13198004 · Cell reports methods · 2026 · 7 claims · 4 setups

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  Common DGE analysis methods (Wilcoxon test, unweighted t-test, pseudo-bulk aggregation, SCTransform-style parametrization) rely on unnecessary simplifications and assumptions that are inconsistent with experimental data and cause false findings

  e18 simulated scrna-seq sprna-seq scrna-seq simulation count

• Fundamental and unique roles of PLAC1 in the regulation of rat and human trophoblast cell development.

  PMID 42007670 · PMC13245914 · Development (Cambridge, England) · 2026 · 8 claims · 9 setups

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  Plac1 transcripts are expressed in the junctional zone of the rat placenta and in intrauterine invasive trophoblast cells

  placenta placentation uterine-placental plac1 rt-qpcr situ single-cell

• High-quality acinar cell isolation enables single-cell analysis of healthy and injured pancreas.

  PMID 42013858 · PMC13198085 · Cell reports methods · 2026 · 8 claims · 7 setups

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  The DCTC protocol isolates up to 90% acinar cells from healthy wild-type pancreatic tissue without cell fixation or dead-cell removal kits

  healthy pancreas epithelial kpc scrna-seq pseudobulk velocity

• Single-cell analysis reveals multi-faceted features of B cell development, together with age-associated B cell subpopulations.

  PMID 41520091 · PMC12905261 · Communications biology · 2026 · 8 claims · 8 setups

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  18 B cell subpopulations were identified spanning the full developmental continuum from early progenitors to plasma cells, including 4 previously unappreciated minor subpopulations (FTLhi, S100A8hi immature; FOShi, HSPA1Ahi naïve).

  in-house enriched tonsil peripheral scrna-seq scvdj-seq velocity

• Spatial perturb-seq: single-cell functional genomics within intact tissue architecture.

  PMID 41723140 · PMC13035813 · Nature communications · 2026 · 8 claims · 8 setups

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  Spatial Perturb-Seq simultaneously measures whole transcriptome (cell type), CRISPR barcodes (perturbation), spatial coordinates, and cell-cell interactions through a single Stereo-seq and/or Xenium run.

  hippocampus bone brain aav-transduced scrna-seq snrna-seq spatial

• HIV-seq reveals gene expression differences between HIV-transcribing cells from viremic and suppressed people with HIV.

  PMID 41776157 · PMC12957429 · Nature communications · 2026 · 7 claims · 8 setups

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  HIV-seq (10x 5' scRNA-seq spiked with HIV-specific capture primers targeting R-U5-pre-gag, pol, tat-rev exon2, Psi, and RRE) increases detection of HIV RNA+ cells and HIV transcripts per cell compared to conventional 5' scRNA-seq

  cd4+ cd8+ pbmcs scrna-seq cite-seq differential

• Blood feeding triggers the terminal differentiation of precursor cells in tick salivary glands.

  PMID 41880507 · PMC13015885 · Science advances · 2026 · 8 claims · 8 setups

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  Unfed I. scapularis salivary glands contain a conserved population of undifferentiated precursor cells.

  scapularis scrna-seq bulk immunofluorescence single-cell

• Aging-dependent microglial heterogeneity worsens outcomes in models of traumatic brain injury.

  PMID 41926211 · PMC13262727 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  Aged TBI brains predominantly harbor proinflammatory NLRP3+ microglia, whereas young TBI brains harbor neuroprotective Lysozyme+ microglia

  injured sorted facs-purified cas9-gfp scrna-seq atac-seq untargeted

• A spatially coordinated keratinocyte-fibroblast circuit recruits MMP9(+) myeloid cells to drive type I interferon-driven inflammation in photosensitive autoimmunity.

  PMID 42032302 · PMC13226071 · Nature immunology · 2026 · 8 claims · 8 setups

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  MMP9+CD14+ myeloid cells are critical mediators of photosensitivity, expanding in lesional skin, producing IFNβ, and colocalizing with cytotoxic CD4+ T cells at the dermal-epidermal junction

  skin blister punch donor scrna-seq 250-plex seqfish

• Bacterial reporter-paired scRNA sequencing reveals cross talk between zinc starvation and zinc toxicity in macrophage antibacterial defense.

  PMID 41802048 · PMC12993976 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

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  Macrophages starve intracellular E. coli of zinc to sensitize them to subsequent zinc toxicity, coupling zinc starvation and zinc toxicity in a single antimicrobial response

  monocyte-derived hmdm zntr-dual macrophages confocal high-throughput flow

• Decoding clone evolution in HER2 amplified breast cancer through single-cell and spatial transcriptomics analysis of copy number variations.

  PMID 41840060 · PMC13125306 · Scientific reports · 2026 · 8 claims · 7 setups

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  IDC exhibits significantly higher CNV burden than DCIS, supporting progressive genomic instability during tumor evolution

  her2-positive epithelial malignant tcga-brca single-cell spatial infercnv

• Single-cell spatial transcriptomic analysis of human skin anatomy.

  PMID 41872488 · PMC13083264 · Nature genetics · 2026 · 8 claims · 6 setups

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  MERFISH-based spatial atlas of ~1.2 million cells resolves 45 cell types across 114 samples and 15 anatomic sites in normal human skin

  normal skin gtex matched merfish scrna-seq bulk

• RESCUE: recovery of unattributed expression patterns in spatial transcriptomics.

  PMID 41963343 · PMC13247165 · Nature communications · 2026 · 8 claims · 5 setups

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  Existing ST analysis methods (segmentation, deconvolution) systematically omit or mislabel a substantial portion of true molecular expression

  synthetic honey simulation merfish segmentation