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).

• Comprehensive analysis of the causal risk factor from hypertension associated with prognosis and therapeutic response in renal cell carcinoma by multi-omics analysis and validation.

  PMID 41680825 · PMC12998095 · Biology direct · 2026 · 8 claims · 8 setups

  Full-text index only

  A 48-gene cross-species hypertension (HTN) gene module identified from human and SHR rat scRNA-seq can classify ccRCC patients into two molecular subgroups with distinct survival and targeted therapy response

  aortic spontaneously tcga icgc single-cell bulk summary-data-based

• Neural network-assisted RNA velocity imputation for empowering transcript dynamics-based analyses.

  PMID 41736867 · PMC12927306 · iScience · 2026 · 8 claims · 8 setups

  Full-text index only

  NARVI, a deep neural network trained on expression-velocity relationships of passed genes, can impute RNA velocity for dropped genes that conventional tools (e.g., scVelo, UniTVelo) fail to calculate

  hematopoietic lung erythroid bone scrna-seq cross-validation

• Structural organization and interactions of transmembrane domains in tetraspanin proteins.

  PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups

  Full-text index only

  TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.

  tetraspanin cd9 gfp single-cysteine sequence cross-species fluorescence

• NGSTroubleFinder: a tool for detection and quantification of contamination and kinship across human NGS data.

  PMID 41608734 · PMC12838523 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  NGSTroubleFinder detects cross-sample contamination, sample swaps, kinship, and sex mismatches from BAM/CRAM files without requiring additional variant-calling steps

  genomes 1000gp internal whole-genome whole-transcriptome wgs

• A single cell characterisation of human embryogenesis identifies pluripotency transitions and putative anterior hypoblast centre.

  PMID 34140473 · PMC8211662 · Nature communications · 2021 · 8 claims · 5 setups

  Has reproduction · 90

  The human post-implantation epiblast transitions from a naïve to a primed pluripotent state, with naïve markers (KLF4, KLF17, PRDM14, etc.) downregulated and primed markers (FGF2, DNMT3B, SOX11, etc.) upregulated between pre- and post-implantation stages

  embryo embryos single-cell logistic immunofluorescence

• Design factors that influence PCR amplification success of cross-species primers among 1147 mammalian primer pairs.

  PMID 17029642 · PMC1635982 · BMC genomics · 2006 · 8 claims · 7 setups

  Full-text index only

  The number of index-species (IS) mismatches in a primer pair significantly reduces amplification success, with an estimated 6-8% decrease in success rate per additional mismatch.

  dog hamster pcr primer pcr blast sequence

• Technical Brief: a novel strategy for enrichment of trabecular meshwork protease proteome.

  PMID 18490959 · PMC2386506 · Molecular vision · 2008 · 7 claims · 6 setups

  Full-text index only

  A novel affinity-enrichment strategy using UV cross-linked protease inhibitor peptides on Protein A/G columns improves capture of the TM protease proteome compared to SDS-PAGE fractionation alone

  cytosolic affinity-eluted porcine affinity-enriched affinity western sds-page

• Decoding the heterogeneity of human undifferentiated spermatogonia reveals RAS-dependent regulation of stem cell fate.

  PMID 41579373 · PMC13003925 · Cell reports · 2026 · 8 claims · 7 setups

  Full-text index only

  FSD1 is a cell-surface pan-uSPG marker that enables FACS purification of the entire uSPG population

  testis seminiferous testicular fsd1+ single-cell immunofluorescence whole-mount

• SNAP: predict effect of non-synonymous polymorphisms on function.

  PMID 17526529 · PMC1920242 · Nucleic acids research · 2007 · 7 claims · 8 setups

  Full-text index only

  SNAP, a neural network-based method using sequence-derived information, predicts whether a non-synonymous SNP is neutral or non-neutral for protein function

  combined escherichia bacteriophage hiv-1 neural benchmark comparative

• scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning.

  PMID 41507436 · PMC12859067 · Communications biology · 2026 · 7 claims · 7 setups

  Full-text index only

  scXDR outperforms seven methods that transfer drug response information from bulk RNA-seq to single-cell data, across all four evaluated scenarios

  single-cell scrna-seq scxdr gse117872 heterogeneous benchmarking type

• DAVID Knowledgebase: a gene-centered database integrating heterogeneous gene annotation resources to facilitate high-throughput gene functional analysis.

  PMID 17980028 · PMC2186358 · BMC bioinformatics · 2007 · 7 claims · 3 setups

  Full-text index only

  The DAVID Gene Concept, a single-linkage algorithm, merges gene clusters from Entrez Gene, UniRef100, and PIR-NREF100 that share protein IDs and species into unified DAVID gene clusters, improving cross-referencing between NCBI and UniProt systems

  members entire usp8 sequence annotation

• Multi-omic identification of perineurial hyperplasia and lipid-associated nerve macrophages in human polyneuropathies.

  PMID 40849297 · PMC12375038 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 90

  Multi-omic profiling (snRNA-seq + spatial transcriptomics) of human sural nerves identifies novel cell type markers (MLIP in mySC; GRIK3, PRIMA1 in nmSC; CXCL14 in periC) not previously described in rodent or human literature

  sural peripheral snrna-seq nerve single-nucleus subcellular situ

• Structure of a mitochondrial ribosome with fragmented rRNA in complex with membrane-targeting elements.

  PMID 36253367 · PMC9576764 · Nature communications · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  The P. magna mitoribosome contains rRNA split into 13 fragments (LSU1-8, SSU1-4, mt-5S)

  mitoribosome polytomella cross-species single-particle novo comparative

• 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

• Rbfox2 controls autoregulation in RNA-binding protein networks.

  PMID 24637117 · PMC3967051 · Genes & development · 2014 · 8 claims · 8 setups

  Has reproduction · 48

  Rbfox2 cross-regulates AS-NMD events within RNA-binding protein genes to alter their expression, tuning autoregulatory splicing networks and placing Rbfox2 at a critical node of a multilayer regulatory network.

  v6.5 fhfox2 top introns iclip sequencing rt-pcr

• Integrated multi-omic atlas reveals the hierarchy of spatiotemporal regulatory networks of mouse gastrulation.

  PMID 41526381 · PMC12902073 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  BioCRE, a novel bi-orientation regression algorithm, more accurately links genes to candidate cis-regulatory elements (CREs) than existing tools Signac and ArchR

  gastrulating gastrula gold-standard embryo single-cell computational promoter

• Differentiation in the human urothelia is defined by distinct alternative polyadenylation.

  PMID 41533515 · PMC12937501 · Cell reports · 2026 · 8 claims · 8 setups

  Full-text index only

  APA introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels

  urothelial urothelial-specific ureter hek293t single-cell poly fluorescence

• Dynamic regulation of spermatogenesis and hybrid sterility revealed by single-cell analysis in yak and cattle.

  PMID 41622528 · PMC12916010 · Molecular biology and evolution · 2026 · 7 claims · 8 setups

  Full-text index only

  Cattle and yak testes contain seven types of spermatogonia, ten spermatocyte subtypes, and ten spermatid types with largely conserved transcriptional programs governing spermatogenic fate transitions.

  testicular spermatocytes spermatids bc1 single-cell chromosome hematoxylin

• An SVM-based system for predicting protein subnuclear localizations.

  PMID 16336650 · PMC1325059 · BMC bioinformatics · 2005 · 7 claims · 3 setups

  Full-text index only

  New kernels defined on k-peptide vectors mapped by BLOSUM62-based high-scored pair matrices (D1, D2, D3) improve SVM discrimination of protein subnuclear localization compared to conventional k-peptide encodings.

  single-localization multi-localization same svm sequence

• SNAP predicts effect of mutations on protein function.

  PMID 18757876 · PMC2562009 · Bioinformatics (Oxford, England) · 2008 · 8 claims · 3 setups

  Full-text index only

  SNAP is a publicly available web-server implementation predicting functional effects (neutral/non-neutral) of single amino acid substitutions.

  mutant insulin neural alanine mutation