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).

• 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

• Decoding unchanged transcriptome of Alzheimer's disease reveals an NCAM1 mRNA switch as a potential biomarker.

  PMID 42006342 · PMC13090632 · iScience · 2026 · 8 claims · 7 setups

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  Most genes are gene-level non-differentially expressed (nDEGs) in AD but nDEGs are strongly associated with neuronal function pathways

  hippocampus brain bulk alternative isoform

• Identification of a new population of Tnn(+) progenitors to form tendon enthesis fibrocartilage.

  PMID 42009636 · PMC13096267 · Bone research · 2026 · 8 claims · 8 setups

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  A novel Tnn+ progenitor cell population resides in the tendon enthesis and serves as a cellular origin of fibrocartilage lineages

  tendon developing spatial single-cell visium single-cell stamp

• A high-resolution spatial map of cilia-associated proteins in the human fallopian tube.

  PMID 42010243 · PMC13096173 · Nature communications · 2026 · 6 claims · 7 setups

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  310 genes show elevated expression in the human fallopian tube compared to other tissues, the majority associated with motile cilium structure/function.

  fallopian ft-elevated tma comparison bulk single-cell gene

• 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

• XAP5 CIRCADIAN TIMEKEEPER coordinates circadian rhythms and anthocyanin biosynthesis independently of splicing.

  PMID 42014049 · PMC13227948 · Plant physiology · 2026 · 8 claims · 5 setups

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  XCT and PRP19 antagonistically regulate circadian period length through splicing-independent mechanisms

  arabidopsis computational luciferase rna-seq gene

• Systematic design of combination therapy by targeting master regulators of coexisting diffuse midline glioma cell states.

  PMID 42020604 · PMC13175895 · Nature genetics · 2026 · 8 claims · 6 setups

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  A generalizable, network-based framework was established to systematically identify combination therapies targeting complementary coexisting tumor cell states

  malignant eight patient-derived dmg single-cell pooled plate-seq

• Regulation Ratio: A Singular Multi-Omic Measurement of Gene Regulatory Mechanisms.

  PMID 42028238 · PMC13100350 · Computational and structural biotechnology journal · 2026 · 8 claims · 5 setups

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  A Regulation Ratio (RR), calculated as the ratio of gene-length-normalized POP-seq peak density to ATAC-seq peak density, quantifies the relative balance of post-transcriptional versus transcriptional regulation for individual genes

  hek293 computational atac-seq pop-seq rna-seq

• Transcriptomic and phenotypic convergence of neurodevelopmental disorder risk genes in vitro and in vivo.

  PMID 42032432 · PMC13156037 · Nature neuroscience · 2026 · 6 claims · 6 setups

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  Transcriptomic convergence following NDD gene knockout is highly cell-type-specific and strongest in mature glutamatergic neurons (iGLUTs)

  hipsc-derived gwas computational zebrafish single-cell immunofluorescence magma

• Bulk RNA-seq datasets analysis integration identifies robust drought-responsive genes and functional networks in Eucalyptus grandis.

  PMID 42038403 · PMC13106539 · Frontiers in bioinformatics · 2026 · 7 claims · 7 setups

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  Meta-analysis integration of three independent RNA-seq drought studies identifies 472 robust differentially expressed genes (274 up, 198 down) that remain significant across the full meta-analysis and all leave-one-out Jackknife iterations

  grandis computational consistently bulk differential leave-one-out

• Functional germline variants together with somatic mutations alter the integrity of cancer hallmark regulatory networks.

  PMID 42057121 · PMC13151107 · Genome medicine · 2026 · 8 claims · 6 setups

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  Combined germline and somatic alterations disturb cancer hallmark pathway integrity in individual-specific ways, potentially explaining unique clinical behavior of each cancer.

  tcga cancer individual biological germline somatic crispr

• Identification of Radiation-Induced Injury Pathways and Hub Genes from RNA-Seq Data Based on Integrative Bioinformatics Approach.

  PMID 42074497 · PMC13116960 · Genes · 2026 · 8 claims · 6 setups

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  Ionizing radiation induces extensive transcriptome reprogramming in mouse bone marrow HSCs 3 days after whole-body irradiation.

  bone deg transcriptome deg-encoded rna-seq gene kegg

• NuRepress: Inferring Transcriptional Repressors from Phased Nucleosome Architecture.

  PMID 42074600 · PMC13115820 · Genes · 2026 · 7 claims · 8 setups

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  NuRepress is a computational framework that predicts candidate transcriptional repressors by integrating repressive chromatin architecture, functional (accessibility) signatures, and transcriptional outcomes

  pancreatic patski well-phased chip-seq atac-seq rna-seq

• Tumor reactivity assessment using clonal expression reveals tumor reactive CD8(+) T cell heterogeneity across solid tumors.

  PMID 42079667 · PMC13128579 · Frontiers in immunology · 2026 · 8 claims · 5 setups

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  TRACE, a clonotype-level CD8+ TRT classifier trained on an aggregated multi-study dataset, achieves robust holdout performance (mean MCC 0.84, F1 0.85)

  cd8+ expanded aggregated combined scrna-seq co-culture gene

• Identification of Cell Subpopulation-Specific Driver Genes Reveals Ideal Candidates for Renal Cell Carcinoma Immunotherapy.

  PMID 42074110 · PMC13115843 · International journal of molecular sciences · 2026 · 8 claims · 8 setups

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  25 immune-related candidate driver genes were identified from tumor, myeloid, and lymphoid cell gene regulatory networks (GRNs) using SCENIC and topological Q statistics.

  kidney lymphoid rcc tcga-kirc single-cell scenic genome-wide

• In vivo single-cell RNA metabolic labeling resolves early transcriptional responders in the regenerating zebrafish heart.

  PMID 42086590 · PMC13144409 · Nature communications · 2026 · 8 claims · 5 setups

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  SLAM-seq (4sU metabolic labeling with T-to-C conversion detection) can be established and quantified in the adult zebrafish heart at the bulk level

  zebrafish macrophage-like bulk scslam-seq pathway

• IMIREG: a lineage-resolved regulon signature unveiling immune engagement archetypes and predicting immunotherapy response across diverse cancers.

  PMID 42092126 · PMC13234301 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  IMIREG, a 14-regulon transcriptional signature, robustly predicts clinical benefit from ICB across 50 immunotherapy cohorts (52 treatment arms) spanning 16 cancer types with mean AUROC = 0.71

  imvigor210 matched gtex healthy bulk scrna-seq pathway

• Mitochondrial toxins cause widespread downregulation of pathways in X-linked dystonia-parkinsonism patient-derived neurons.

  PMID 42102821 · PMC13261877 · Stem cell reports · 2026 · 8 claims · 7 setups

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  Under basal conditions, XDP patient-derived neurons exhibit predominantly upregulated pathways compared to controls

  ipsc-derived rna-seq immunofluorescence bulk rt-pcr

• GAMMI: graph-guided contrastive and adversarial integration of single-cell and spatial multi-omics data.

  PMID 42108634 · PMC13158126 · Briefings in bioinformatics · 2026 · 6 claims · 5 setups

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  GAMMI consistently outperforms state-of-the-art integration methods (GLUE, Harmony, MIDAS, scMoMaT) in biological conservation and batch correction across five mosaic single-cell multi-omics benchmarks

  pbmc postmortem gse138852 gammi-derived multi-omics scrna-seq differential

• Dynamics of severity-associated immune remodeling by granulocytes and macrophages in acute lung injury.

  PMID 42111184 · PMC13157102 · iScience · 2026 · 7 claims · 7 setups

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  Granulocytes expand while macrophages are depleted as ALI severity progresses from intermediate to late stage

  bronchoalveolar granulocytes granulocyte immune single-cell gene pseudotime