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).

• Interpretable, flexible and spatially aware integration of multiple spatial transcriptomics datasets from diverse sources.

  PMID 42045691 · PMC13175893 · Nature genetics · 2026 · 6 claims · 7 setups

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  INSPIRE is a deep-learning method that unifies adversarial learning with a GNN-based encoder and integrated NMF to interpretably integrate multiple spatial transcriptomics datasets

  synthetic dorsolateral brain cortex simulated visium spatial

• Molecular signatures of cell diversity modulated by long noncoding RNAs in the human fetal spinal cord.

  PMID 42006319 · PMC13090696 · iScience · 2026 · 8 claims · 7 setups

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  Three neural stem cell (NSC) lineages (NSC1, NSC2, NSCs) were annotated in the human fetal spinal cord

  fetal nsc2 scrna-seq scstereo velocity

• Empowering integrative and collaborative exploration of single-cell and spatial multimodal data with SGS genome browser.

  PMID 40233745 · PMC12143324 · Cell genomics · 2025 · 8 claims · 6 setups

  Has reproduction

  SGS is a user-friendly, collaborative, versatile browser for integrative visualization of single-cell and spatial multimodal (scMulti-omics) data

  dorsal hematopoietic brain onek1k sn-m3c-seq scatac-seq spatial

• Serial Spatial Transcriptomes Reveal Regulatory Transitions in Maize Leaf Development.

  PMID 41493197 · PMC13110159 · Plant biotechnology journal · 2026 · 8 claims · 5 setups

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  An optimised Visium spatial transcriptomics protocol (two-step OCT embedding combined with OCT-Immersion First cryopreservation) preserves high-integrity RNA from fragile plant tissues such as SAM

  maize integrated spatial integrity dimensional

• Single-cell and spatial transcriptomics define 20E-driven developmental reprogramming in silkworm wing disc.

  PMID 41730863 · PMC13039787 · Nature communications · 2026 · 8 claims · 7 setups

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  Wing morphogenesis (Wm) cells act as central progenitors/differentiation hub, giving rise to epithelial and cuticle lineages under lineage-specific transcription factors

  mori spodoptera scrna-seq stereo-seq snrna-seq

• Chromatin spatial analysis by METALoci unveils sex-determining 3D regulatory hubs.

  PMID 41735611 · PMC13095655 · Nature structural & molecular biology · 2026 · 6 claims · 7 setups

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  TADs and large-scale chromatin structures remain largely unchanged during sex determination, suggesting a preformed configuration

  facs-sorted same integrated fgf9 hi-c chip-seq metaloci

• Developmental dynamics of catshark cranial neural crest cells provide insights into gnathostome facial evolution.

  PMID 41987760 · PMC13200729 · Development (Cambridge, England) · 2026 · 8 claims · 8 setups

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  The molecular toolkit of CNCCs is largely conserved across jawed vertebrates (gnathostomes)

  scyliorhinus catshark chicken immunofluorescence single-cell umap

• Spatial transcriptomics reveals expression gradients in developing wheat inflorescences at cellular resolution.

  PMID 41388990 · PMC12776951 · The Plant cell · 2026 · 8 claims · 6 setups

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  MERFISH was successfully optimized for wheat inflorescence tissue, enabling localization of a 200-gene panel to cellular resolution across 4 developmental stages

  microdissected cryosectioned wheat merfish-imaged bulk merfish single-nucleus

• MultiSP deciphers tissue structure and multicellular communication from spatial multi-omics data.

  PMID 41650976 · PMC13174227 · Cell genomics · 2026 · 7 claims · 5 setups

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  MultiSP outperforms existing spatial and single-cell multi-omics integration methods in detecting biologically accurate spatial domains across multiple spatial multi-omics technologies and tissue types

  lymph embryo brain postnatal spatial misar-seq chromvar

• Cross-modality representation and multi-sample integration of spatially resolved omics data.

  PMID 42114120 · PMC13160428 · Briefings in bioinformatics · 2026 · 7 claims · 4 setups

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  PRESENT is a contrastive learning-based integrative framework for cross-modality representation of spatial multi-omics data using omics-specific encoders (GAT + BNN) and distribution-aware decoders (ZINB for RNA, ZIP for ATAC)

  across spatial spatially multi-sample

• Spatiotemporal dynamics of spermatogenesis: insights from high-resolution spatial transcriptomics and pseudotime trajectories in mouse testes.

  PMID 41602862 · PMC12832764 · Frontiers in reproductive health · 2025 · 8 claims · 7 setups

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  Salus-STS (1 μm resolution) combined with the Salus Cellbins Algorithm enables accurate subcellular segmentation of individual testicular cells in dense tissue

  testicular testis seminiferous top high-resolution integration pseudotime

• Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN.

  PMID 41547856 · PMC12917120 · Nature communications · 2026 · 8 claims · 8 setups

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  GARDEN identifies and characterizes rare pathogenic cell populations/regions in spatial omics by embedding graph-based dynamic attention into a spatially-aware graph fusion contrastive model

  breast anterior brain olfactory 10x starmap slide-seqv2

• Major transitions in early coral development: novel insights enabled by visualisation of a comprehensive transcriptomic dataset for Acropora millepora.

  PMID 41612263 · PMC12924552 · BMC biology · 2026 · 8 claims · 6 setups

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  Profiling gene expression across 26 life stages of A. millepora and building an interactive Shiny-based tool (DEView) enables comprehensive visualisation of developmental transcriptomic data.

  acropora millepora bulk differential pca

• Pan-Cancer Single-Cell RNA Sequencing Analysis Refines Multi-Origin Monocyte and Macrophage Lineages.

  PMID 41231218 · PMC12865363 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  TAMs arise from two distinct origins: C1QC+ TAMs likely derive from resident tissue macrophages, while SPP1+ TAMs and ISG15+ TAMs likely originate from circulating monocytes.

  myeloid melanoma monocyte-to-macrophage coad-read scrna-seq differential developmental

• Spatial gene expression analysis reveals drivers of extremely early lymph node metastasis in breast cancer.

  PMID 41578129 · PMC12932634 · NPJ breast cancer · 2026 · 8 claims · 7 setups

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  Identified 30 isolated tumor cells (ITCs) in a clinically metastasis-negative tumor-draining lymph node, representing the initial metastatic seeding event, spanning ~200 μm

  dissected same tumor xenium-derived bulk enzymatic whole-genome

• Single-cell and spatial transcriptomics analyses reveal tumor microenvironment-driven proliferation of NF2-associated vestibular schwannomas.

  PMID 41957607 · PMC13200446 · Journal of neuroinflammation · 2026 · 8 claims · 7 setups

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  NF2-VS tumors comprise 12 major cell lineages with distinct TME composition between Gardner and Wishart phenotypes

  vestibular fresh nf2-vs fibroblast scrna-seq spatial multiplex

• Sequencing mRNA from cryo-sliced Drosophila embryos to determine genome-wide spatial patterns of gene expression.

  PMID 23951250 · PMC3741199 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Cryosectioning single blastoderm-stage D. melanogaster embryos along the A–P axis and sequencing mRNA from each slice yields reliable genome-wide spatial expression patterns.

  single methanol-fixed reads slice mrna-seq light-microscopy read

• Single-cell transcriptomic analysis of plant quiescent center by third-generation sequencing reveals developmental trajectories.

  PMID 41664205 · PMC12990480 · Genome biology · 2026 · 8 claims · 8 setups

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  Developed an improved protoplasting/hand-picking protocol enabling isolation of intact QC cells for single-cell long-read RNA sequencing (SCAN-seq)

  arabidopsis single-cell rt-pcr agarose

• A muscle-centered hierarchical breakdown underlies flight loss during silkworm domestication.

  PMID 41716997 · PMC12915254 · iScience · 2026 · 8 claims · 8 setups

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  Flight loss in B. mori results from a muscle-centered collapse of a three-tiered hierarchical genetic module comprising mitochondrial energy production (COX3/ND1), wing vein patterning (Dally/CtBP), and flight muscle specification (Yki)

  wing wings flight mandarina single-cell spatial velocity

• A multi-omic single-cell landscape of perinatal mouse skin maps lineage specification and reveals shared dynamics in human fetal skin.

  PMID 41998142 · PMC13144478 · Experimental & molecular medicine · 2026 · 7 claims · 8 setups

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  Integrated scATAC/scRNA multi-omics analysis of developing mouse skin identifies gene network axes underlying skin lineage specification

  dorsal scrna-seq skin fibroblast scatac-seq scrna-seq spatial