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).

• Mapping the Development of Human Spermatogenesis Using Transcriptomics-Based Data: A Scoping Review.

  PMID 39000031 · PMC11241379 · International journal of molecular sciences · 2024 · 8 claims · 8 setups

  Has reproduction

  scRNA-seq of human testis reveals major transcriptional modifications occurring around 11 years of age, marking a transition toward the adult cellular state

  fetal neonatal prepubertal peripubertal scrna-seq

• scArchon: a scalable benchmarking framework for assessing single-cell perturbation models.

  PMID 42121287 · PMC13162514 · Genome biology · 2026 · 8 claims · 8 setups

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  scArchon is a reproducible, modular, Snakemake-based benchmarking platform that evaluates perturbation response prediction tools in a standardized, containerized, extensible manner.

  pbmcs epithelial liver glioblastoma scrna-seq gene dimensionality

• A Novel Human Cellular System for Studying Normal Aging and for Anti-Aging Discovery.

  PMID 41556081 · PMC12816977 · Aging cell · 2026 · 6 claims · 8 setups

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  In vitro hTSC-derived STBs recapitulate in vivo CTB-STB maturation and major cellular aging features, including multinucleation, hormone secretion, cell cycle arrest, genome instability, epigenetic changes, transposable element activation, and SASPs.

  peri-implantation first-trimester term-stage musc scrna-seq bulk linear

• Macrophages on the run: Exercise balances macrophage polarization for improved health.

  PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups

  Has reproduction · 81

  Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.

  gene affymetrix pooled muscle meta-analysis stepminer gene

• Functional module detection through integration of single-cell RNA sequencing data with protein-protein interaction networks.

  PMID 33138772 · PMC7607865 · BMC genomics · 2020 · 8 claims · 6 setups

  Has reproduction · 83

  scPPIN integrates scRNA-seq-derived p-values with PPINs to detect maximum-weight connected subgraphs (active/functional modules) via an exact Steiner-tree approach

  liver hepatocyte detected adipose single-cell differential protein-protein

• ROR1-PI3K/AKT signaling drives adaptive resistance to cell cycle blockade in TP53 mutated ovarian cancer.

  PMID 41748546 · PMC13004963 · Cell death & disease · 2026 · 7 claims · 8 setups

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  A shared PI3K/AKT-regulated signaling node governs drug adaptation across all long-term resistant (lt-res) ADA and PTX models

  hgsoc kuramochi jhos2 parental long-term inducible overexpression

• Single-cell transcriptomics identifies Keap1-Nrf2 regulated collective invasion in a Drosophila tumor model.

  PMID 36321803 · PMC9708074 · eLife · 2022 · 7 claims · 5 setups

  Has reproduction · 72

  Follicle cell-specific Lgl knockdown (Lgl-KD) causes loss of apical-basal polarity and invasive multilayering of the follicular epithelium without long-distance metastasis

  drosophila single-cell bulk immunofluorescence

• PreTSA: computationally efficient modeling of temporal and spatial gene expression patterns.

  PMID 41673899 · PMC12998178 · Genome biology · 2026 · 7 claims · 8 setups

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  PreTSA dramatically reduces computational time and memory versus GAM (Monocle, TSCAN) and PseudotimeDE for identifying temporally variable genes (TVGs) while producing highly similar results

  simulated null pbmc pancreas pseudotime tvg false-positive

• MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction.

  PMID 41811907 · PMC12998955 · PLoS computational biology · 2026 · 8 claims · 7 setups

  Full-text index only

  MultiPert reliably predicts both perturbed gene expression and protein abundance profiles from single-cell multi-omics data

  thp-1 kidney gse156478 computational zinb-vae autoencoder eccite-seq

• The emergence of multiple testicular cell lineages in human stem cell-derived testis-like organoids.

  PMID 41725354 · PMC12989076 · Development (Cambridge, England) · 2026 · 7 claims · 5 setups

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  hiPSC-derived testis-like organoids show significant transcriptional shifts from pluripotency toward gonadal/testicular gene expression compared to undifferentiated stem cells

  hipscs day degs testis-like bulk single-cell term

• The complement system contributes to the immunosuppressive microenvironment of uveal melanoma.

  PMID 41803879 · PMC13130498 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  Primary UM (pUM) preferentially expresses early complement pathway components over terminal membrane attack complex elements, with early factors showing prognostic significance.

  short-term metastatic normal pum bulk label-free single-cell

• Anti-CSF-1R therapy with combined immuno-chemotherapy coordinate an adaptive immune response to eliminate macrophage enriched triple negative breast cancers.

  PMID 41484081 · PMC12858953 · Nature communications · 2026 · 8 claims · 8 setups

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  Combined low-dose CTX + anti-CSF-1R (SNDX-ms6352) is highly effective against aggressive metastatic Trp53-null TNBC models with high macrophage infiltration, producing complete tumor regression in claudin-low models.

  trp53-null complete t12 cell-deficient imaging survival tumor

• Multimodal single-cell protein and RNA profiling unveils dysregulated immature neutrophil dynamics in gestational diabetes mellitus.

  PMID 41501166 · PMC12936121 · Communications biology · 2026 · 8 claims · 6 setups

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  A combination of CD10−CD49d+Igκ+ surface markers identifies an immature low-density neutrophil (LDN) subset that is distinct from CD10+ mature high-density neutrophils (HDNs)

  peripheral facs-sorted decidua pregnant infinityflow conventional may-grünwald

• Single-cell and isoform-specific translational profiling of the mouse brain.

  PMID 41708856 · PMC13102718 · Nature · 2026 · 8 claims · 8 setups

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  Ribo-STAMP coupled with short-read and long-read single-cell RNA-seq enables isoform-sensitive single-cell translatome profiling in the brain

  cortical curated hippocampus bulk immunocytochemistry eclip