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).

• Plasma protein biomarkers predictive of progression to active tuberculosis among close contacts of patients with tuberculosis.

  PMID 41852731 · PMC12992532 · iScience · 2026 · 8 claims · 8 setups

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  TB progressors show broad downregulation of plasma proteins related to immune regulation, cell adhesion, and nucleotide metabolism compared to non-progressors and healthy controls

  plasma daps common six-protein olink differential kegg

• Lineage-Specific Disruption of Hematopoiesis by Oxaliplatin: Mechanisms of Erythropoietin Resistance and Immune Suppression.

  PMID 41868970 · PMC13005433 · Journal of hematology and oncology research · 2026 · 8 claims · 5 setups

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  Oxaliplatin induces coordinated, lineage-dependent suppression of hematopoiesis, strongest in erythroid and lymphoid lineages while neutrophils are relatively spared

  bone peripheral plasma bulk complete multiplex

• 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

• Extending differential gene expression testing to handle genome aneuploidy in cancer.

  PMID 41894415 · PMC13061324 · PLoS computational biology · 2026 · 8 claims · 4 setups

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  DeConveil integrates CNV data into DGE analysis using a GLM with negative binomial distribution to correct for CN-driven gene dosage effects

  simulated lung tcga breast simulated bulk

• Evolution of a distinct chromatin regulatory landscape in brown algae.

  PMID 41896322 · PMC13076208 · Nature ecology & evolution · 2026 · 8 claims · 6 setups

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  Brown algae lost DNA methyltransferases (DNMT1, DNMT3, DNMT5) early in their evolution, retaining only DNMT2/TRDMT homologues

  ectocarpus histone same computational mass western chip-seq

• Integrated Analysis of Transcriptome and Metabolome Reveals Metabolite Biosynthesis in Pigmented Potatoes.

  PMID 41898740 · PMC13026113 · International journal of molecular sciences · 2026 · 7 claims · 7 setups

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  Pigmented potato cultivars (DG26, DJ247) accumulate higher levels of flavonoids and linoleic acid derivatives than the white-fleshed cultivar (AG594)

  potato bioinformatic untargeted rna-seq rt-qpcr

• The landscape of regulatory element evolution in a C4 perennial grass.

  PMID 41906094 · PMC13154903 · BMC genomics · 2026 · 8 claims · 5 setups

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  CNS conservation across Panicoid grasses varies with evolutionary divergence time, with total CNS length negatively correlated with divergence from the reference

  hallii cns comparative atac-seq population

• Transcriptomic analysis of the highly derived radial body plan of a sea urchin.

  PMID 24696402 · PMC4007537 · Genome biology and evolution · 2014 · 7 claims · 7 setups

  Has reproduction · 68

  A de novo reference transcriptome for Heliocidaris erythrogramma spanning larval, metamorphic, and postmetamorphic stages provides a genomic resource for studying radial body plan evolution.

  sea heliocidaris panther novo rna-seq principal

• Catalytic activity of KMT5B promotes ciliogenesis without affecting global chromatin accessibility.

  PMID 41946567 · PMC13057974 · Life science alliance · 2026 · 8 claims · 7 setups

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  Single knockdown of KMT5B, but not KMT5C, causes ciliogenic phenotypic defects (fewer/shorter cilia, depleted actin cap, occasionally clumped basal bodies)

  xenopus whole-mount bulk term

• Peripheral Immune and Metabolic Dysregulation in Migraine, Ménière's Disease, and Vestibular Migraine: A Single-Cell Atlas Study.

  PMID 41953397 · PMC13054517 · Human mutation · 2026 · 8 claims · 8 setups

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  T cell abundance is significantly increased in MI compared to HC, while monocyte abundance is reduced, identifying T cells as a key pathogenic cell type

  pbmcs pbmc-derived degs pbmc single-cell differential kegg

• Placental gene signatures associated with high neonatal adiposity: role for immune cell activation.

  PMID 41958865 · PMC13061145 · Journal of the Endocrine Society · 2026 · 8 claims · 8 setups

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  A placental transcriptomic signature is associated with high neonatal adiposity

  placental term atlas neonates bulk gene protein-protein

• Transcriptomics Reveal Molecular Signatures of a Resolved Sexual Conflict and Potential Association With Colour Polymorphism in Tawny Owls.

  PMID 41964128 · PMC13069001 · Molecular ecology · 2026 · 8 claims · 8 setups

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  Substantial sex-specific variation exists in differentially expressed genes, SNPs and alternative exon usage in genes involved in life history traits (ZGRF1, VLDLR), behaviour (GSK3B, SLC12A) and growth (GHR, EGF, EPS8L2)

  feather tawny sex individual bulk genome read

• Reconstructing cell-cell interaction network in single-cell spatial transcriptomics via directed heterogeneous graph autoencoder.

  PMID 41999209 · PMC13189858 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  DualCellChat, a directed heterogeneous graph autoencoder, reconstructs a complete and accurate CCI network from incomplete single-cell spatial transcriptomics

  visual hypothalamic olfactory breast single-cell cci benchmarking

• Integrating co-expression network analysis and machine learning to reveal the regulatory landscape of GPD genes in Chlamydomonas reinhardtii under salinity stress.

  PMID 42004709 · PMC13089224 · PeerJ · 2026 · 8 claims · 8 setups

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  GPD2 and GPD3 cluster into distinct WGCNA co-expression modules (magenta and black, respectively) with contrasting temporal expression profiles

  chlamydomonas genes normalized gpd bulk weighted gene

• 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

• Estimating in silico causal effects of DNA methylation on gene expression through genetic anchors in airway epithelium in asthma.

  PMID 42018614 · PMC13101850 · Science advances · 2026 · 8 claims · 8 setups

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  DNA methylation is a plausible causal driver of gene expression in the majority (73%) of tested eQTM pairs, more often than the reverse direction (28%)

  nasal genes snps types eqtm eqtl causal

• The long non-coding RNA landscape of endurance exercise training.

  PMID 42019922 · PMC13158426 · Molecular metabolism · 2026 · 8 claims · 8 setups

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  759 unique lncRNAs are differentially expressed across 18 rat tissues in response to 8 weeks of endurance training

  tissues wat differential kcnmb4os2 bulk fuzzy t-sne

• Trajectory-guided dimensionality reduction for multi-sample single-cell RNA-seq data reveals biologically relevant sample-level heterogeneity.

  PMID 42024616 · PMC13188987 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  MUSTARD is a trajectory-guided dimensionality reduction method for multi-sample, multi-condition scRNA-seq data that simultaneously captures gene expression variation along pseudotime and across samples

  simulated covid-su covid-stephenson tuberculosis data-driven scrna-seq pseudobulk-pca

• Transcriptome analysis reveals DNA repair-related clues associated with divergent leaf nuclear DNA diversity in Leymus chinensis.

  PMID 42040274 · PMC13106374 · Frontiers in plant science · 2026 · 7 claims · 6 setups

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  LC-ZK2 exhibits fewer polymorphic sites and lower nucleotide/haplotype diversity than LC-W across three nuclear loci (MCM7, PsaE, PsaL), indicating more restricted leaf-scale sequence heterogeneity

  leaf pcr novo qrt-pcr

• Bacillus velezensis EU07 suppresses Fusarium graminearum via transcriptomic reprogramming.

  PMID 42103992 · PMC13234024 · Applied microbiology and biotechnology · 2026 · 8 claims · 7 setups

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  EU07 exposure compromises fungal cellular integrity, causing severe hyphal distortion

  graminearum five apolipophorin dual rna-seq gene