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).

• Transcriptome Analysis of Differentially Expressed Genes in Freshwater Pearl Mussel (Sinohyriopsis cumingii) with Four Different Shell Colors.

  PMID 41681397 · PMC12897141 · Animals : an open access journal from MDPI · 2026 · 8 claims · 4 setups

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  Key genes regulating pigment metabolism (ADAMTS, TYR, BCDO2, FTH1) and mineral metabolism/absorption (TRPV6, HCP1, HEPH, Zip4) are significantly differentially expressed among four shell-color morphs of S. cumingii

  juvenile cumingii bulk qrt-pcr enrichment

• Lactate metabolism-related interaction perturbation network enables robust stratification of hepatocellular carcinoma.

  PMID 41689750 · PMC13009326 · Discover oncology · 2026 · 8 claims · 8 setups

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  An LM-related gene interaction perturbation network can stratify HCC into four robust molecular subtypes (Cluster1-4)

  tcga-hcc gse76427 gene consensus immune

• Müller glial and microglial responses coupled to recovery of cone photoreceptors following limited cone ablation in zebrafish retina.

  PMID 41691075 · PMC12992573 · Scientific reports · 2026 · 7 claims · 6 setups

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  24-hour 10mM Mtz immersion of adult gnat2:nfsb-mCherry zebrafish causes death of only a limited number of cone photoreceptors rather than widespread ablation

  retinal retina dissociated live tunel immunofluorescence rt-qpcr

• Epigenetic profiling of hematopoietic stem cells from male mice identifies KDR and PU.1 as regulators of aging transcriptome and caloric restriction response.

  PMID 41720793 · PMC13035812 · Nature communications · 2026 · 8 claims · 8 setups

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  Lifelong CR reduces white blood cell production and shifts hematopoiesis toward myeloid and thrombo-erythroid lineages while suppressing lymphoid output

  peripheral sorted young aged complete flow bulk

• Isoform-specific single-cell perturb-seq reveals distinct functions of alternative promoters in drug response.

  PMID 41728950 · PMC12926921 · Nucleic acids research · 2026 · 5 claims · 8 setups

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  CRISPR-dCas9-based screens exhibit widespread promoter specificity, with untargeted promoters often showing compensatory upregulation to maintain overall gene expression

  mcf-7 rpe1 mcf-7-dcas9 tissue-wide isoform-specific reanalysis qrt-pcr

• A cell atlas of multiple liver organoids and the fetal liver based on scRNA-seq.

  PMID 41736863 · PMC12927097 · iScience · 2026 · 8 claims · 8 setups

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  A unified liver organoid cell atlas of 217,025 high-quality cells was constructed by integrating scRNA-seq data from 15 organoid samples across 9 studies with human fetal liver data (5-19 weeks gestation)

  liver fetal endoderm-derived mesoderm-derived scrna-seq pseudotime pearson

• Splicing variants in MYRF cause partial loss of function in the retinal pigment epithelium leading to nanophthalmos.

  PMID 41746734 · PMC13043084 · JCI insight · 2026 · 8 claims · 8 setups

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  The dG-MYRF C-terminal frameshift variant undergoes normal homotrimerization, cleavage, and nuclear localization but shows reduced steady-state levels of the C-terminal cleavage product and decreased transcriptional activation of target genes.

  arpe-19 myrf rpe e17.5 immunofluorescence computational cycloheximide

• Identification and validation of prognostic genes related to glycolysis and M2 macrophage in hepatocellular carcinoma: an integrated analysis of bulk RNA sequencing and single-cell RNA sequencing.

  PMID 41766871 · PMC12935947 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  52 candidate genes were identified at the intersection of glycolysis-related genes (GRGs), M2 macrophage-related genes (MRGs), and HCC-vs-control DEGs (DEGs2).

  tcga-lihc gse149614 key hcc bulk immune cox

• Assessment of dispersion metrics for estimating single-cell transcriptional variability.

  PMID 41770747 · PMC12970974 · PLoS computational biology · 2026 · 7 claims · 4 setups

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  The variance-to-mean ratio (VMR/Fano factor) scales approximately linearly with increasing dispersion and is independent of dataset size.

  simulated manivannan lana-elola yuzwa computational scrna-seq

• Integrative omics and experimental validation reveal METTL17 and SLC27A1 as biomarkers and potential therapeutic targets in chronic kidney disease.

  PMID 41766913 · PMC12946038 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  METTL17 and SLC27A1 are identified as consistently dysregulated key genes bridging mitochondrial dysfunction and macrophage polarization in CKD

  kidney peripheral uuo bulk single-cell cibersort

• Vγ1 γδ T cells steer airway macrophages toward a profibrotic response in an autochthonous lung cancer mouse model.

  PMID 41779856 · PMC12959402 · Science advances · 2026 · 7 claims · 6 setups

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  Lung tumors drive expansion of both CD27+ and CD27- pulmonary γδ T cells, which acquire distinct spatial and phenotypic changes in the tumor microenvironment

  spc-cre+ microdissected sorted merged flow confocal single-cell

• A hormetic transcriptional program coregulates invasion, proliferation and dormancy to define metastatic potential.

  PMID 41781391 · PMC13077004 · Nature communications · 2026 · 8 claims · 7 setups

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  Prrx1 is a master regulator of dissemination that, beyond promoting invasion, represses proliferation (via Ccnd1/2, Cdkn2a/b/c) and activates a dormancy program (Gas6, Mme, Ogn)

  infiltrating metabric facs-sorted pymt immunohistochemistry bioinformatic rt-qpcr

• Uncovering the transcriptional landscape of estrogen-induced gonadal feminization in the Chinese giant salamander.

  PMID 41808025 · PMC13085422 · BMC genomics · 2026 · 8 claims · 7 setups

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  E2 exposure induces male-to-female gonadal sex reversal in CGS, confirmed by histological evidence across developmental stages.

  gonadal tail-tip deg candidate rna-seq histology rt-qpcr

• Comprehensive immune profiling reveals IFN-γ signaling in T cells mediates parasite phagocytosis in a rodent malaria model.

  PMID 41810957 · PMC13059739 · mBio · 2026 · 8 claims · 8 setups

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  IFN-γ signaling in T cells contributes to the development of malaria-associated lung pathology

  lungs pbnk65-infected cell-specific lung flow time-series qrt-pcr

• miR-203 facilitates timely cell fate transitions via epigenetic modulation during early embryogenesis.

  PMID 41811946 · PMC12978216 · Science advances · 2026 · 8 claims · 8 setups

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  miR-203 is required for a timely totipotency-to-pluripotency transition during early mouse embryogenesis

  preimplantation 8-cell mice mir-203 qrt-pcr genotyping time-lapse

• AJUBA: The Master Regulator Bridging EMT and Immune Evasion in Colorectal Cancer.

  PMID 41814682 · PMC13140425 · Mediators of inflammation · 2026 · 8 claims · 8 setups

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  AJUBA is markedly upregulated in CRC across multiple transcriptomic cohorts and is enriched in epithelial cells with activated EMT features

  tcga-crc crc paired hct116 bulk single-cell spatial

• Comprehensive analysis for the role of macrophage-driven genes in abdominal aortic aneurysm.

  PMID 41815567 · PMC12973086 · Cardiovascular diagnosis and therapy · 2026 · 8 claims · 8 setups

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  SMU1 is identified as a novel macrophage-related gene associated with AAA development, serving as a potential diagnostic biomarker and therapeutic target

  aaa macrophage-related merged gwas single-cell bulk rt-qpcr

• Whither genomics?

  PMID 11104516 · PMC138820 · Genome biology · 2000 · 8 claims · 8 setups

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  Genomics is both a science (understanding genome structure/evolution) and a tool (learning gene function) that collects comprehensive data on all genes, in contrast to genetics which studies a few genes controlling a phenotype

  mammalian budding yeast general expression genome-wide synthetic

• Lightweight genome viewer: portable software for browsing genomics data in its chromosomal context.

  PMID 17877794 · PMC2238324 · BMC bioinformatics · 2007 · 7 claims · 7 setups

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  lwgv provides a lightweight alternative to large genome browsers for visualizing biological annotations and dynamic analyses without requiring a database or complex software infrastructure

  chromosome user-submitted hannon-elledge gene linkage rnai shrna

• Prediction and assessment of splicing alterations: implications for clinical testing.

  PMID 18951448 · PMC2832470 · Human mutation · 2008 · 8 claims · 5 setups

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  Bioinformatic prediction alone is insufficient; in vitro analysis is needed to confirm or establish splicing aberrations for clinical variant classification

  brca1 lymphocytes mammalian large bioinformatic cycloheximide mini-gene