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).

• Variant-resolved prediction of context-specific isoform variation with a graph-based attention model.

  PMID 41547351 · PMC13069856 · Cell genomics · 2026 · 8 claims · 8 setups

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  Otari, an attention-based graph neural network trained on long-read transcriptomes across 30 tissues/brain regions, predicts tissue-specific differential isoform abundance

  tissues genomic gtex hgmd long-read variant splice

• Accurate detection of somatic single-nucleotide variants from bulk RNA-seq data using RNA-MosaicHunter.

  PMID 41505106 · PMC12781890 · Nucleic acids research · 2026 · 6 claims · 8 setups

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  RNA-MosaicHunter accurately detects sSNVs from bulk RNA-seq with high precision (94.7% in TCGA, 99.3% in cell-line mixture) in default mode

  tcga cell-line same gtex bulk whole-exome whole-genome

• Variants in the estrogen receptor alpha gene and its mRNA contribute to risk for schizophrenia.

  PMID 18424448 · PMC2465798 · Human molecular genetics · 2008 · 8 claims · 8 setups

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  Genotype CC (rs2234693/PvuII) and C-allele-containing haplotypes in ESR1 intron 1 are more frequent in African American schizophrenics than controls

  genomic postmortem nimhgi esr1 targeted case-control family-based

• VISTA uncovers missing gene expression and spatial-induced information for spatial transcriptomic data analysis.

  PMID 41507434 · PMC12891734 · Communications biology · 2026 · 8 claims · 6 setups

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  VISTA predicts unmeasured gene expression in subcellular spatial transcriptomic data by integrating scRNA-seq and SST through variational inference and geometric deep learning with built-in uncertainty quantification

  brain breast embryo muscle imaging-based sequencing spot-based

• Clinical heterogeneity and genotype-phenotype correlations in hereditary spastic paraplegia because of Spatacsin mutations (SPG11).

  PMID 18717728 · PMC7254873 · European journal of neurology · 2008 · 8 claims · 4 setups

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  Spatacsin (SPG11) mutations are a frequent cause of complex ARHSP, occurring in 3 of 8 screened families

  genomic patients sanger brain clinical

• High resolution analysis of the human transcriptome: detection of extensive alternative splicing independent of transcriptional activity.

  PMID 19804644 · PMC2768739 · BMC genetics · 2009 · 8 claims · 6 setups

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  The human GWSA uses exon body and exon-exon junction probes to directly measure over 280,000 known and predicted splicing events genome-wide.

  universal same lim erythrocyte genome-wide cross-platform rt-pcr

• Assignment of Streptococcus agalactiae isolates to clonal complexes using a small set of single nucleotide polymorphisms.

  PMID 18710585 · PMC2533671 · BMC microbiology · 2008 · 7 claims · 6 setups

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  A four-SNP set (glnA36, glnA429, glcK180, adhP111) identified via the Not-N algorithm plus empirical testing divides GBS into 10 groups concordant with eBURST-defined population structure.

  gbs clinical bioinformatic eburst kinetic

• Deep-learning prediction of gene expression from personal genomes.

  PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups

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  Fine-tuning Enformer on paired personal WGS and RNA-seq data (Variformer) corrects Enformer's failure to predict inter-individual gene expression differences across held-out people.

  gtex rosmap same monocyte paired mutagenesis chromhmm

• ARSACS in the Dutch population: a frequent cause of early-onset cerebellar ataxia.

  PMID 18465152 · PMC2441586 · Neurogenetics · 2008 · 8 claims · 8 setups

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  37% (16/43) of Dutch index patients with early-onset recessive cerebellar ataxia carry SACS mutations, indicating ARSACS is far more frequent than previously estimated

  genomic identified sacs-mutation-positive alleles pcr clinical brain

• Characterization of novel isoforms and evaluation of SNF2L/SMARCA1 as a candidate gene for X-linked mental retardation in 12 families linked to Xq25-26.

  PMID 18302774 · PMC2266716 · BMC medical genetics · 2008 · 8 claims · 4 setups

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  The SNF2L gene spans 77 kb and is encoded by 25 exons that undergo alternative splicing to generate multiple distinct transcripts.

  lines genomic 293hek rt-pcr genomic indirect

• Mutations at codons 178, 200-129, and 232 contributed to the inherited prion diseases in Korean patients.

  PMID 19698114 · PMC2749045 · BMC infectious diseases · 2009 · 8 claims · 7 setups

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  Three PRNP mutations—D178N, E200K, and M232R—were identified in heterozygosity in Korean probable CJD patients, marking their first report in this population.

  csf 293t genomic pcr western recombinant sequencing

• Paternal imprinting of the SLC22A1LS gene located in the human chromosome segment 11p15.5.

  PMID 15175115 · PMC425576 · BMC genetics · 2004 · 6 claims · 3 setups

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  The SLC22A1LS gene is paternally imprinted (i.e., only the maternal allele is expressed).

  genomic pcr cdna pcr-sscp sequencing

• Expanding the vision of environmental health at UNC-CH.

  PMID 15248304 · PMC1247395 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Human breast tumors arise from at least two distinct cell types, basal and luminal epithelial, with different clinical behavior

  breast chinese carolina rodent microarray functional genetic

• The use of proteomics in biomarker discovery in neurodegenerative diseases.

  PMID 15920295 · PMC3850612 · Disease markers · 2005 · 8 claims · 8 setups

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  A combination of low CSF-β-amyloid(1-42) with high CSF-tau and high CSF-phospho-tau is associated with an AD diagnosis

  csf serum two-dimensional seldi liquid-phase

• MiR-21-5p Protects Embryonic Growth and Heart Function During Developmental Hypoxia by Dampening HIF Responses and Altering Gene Expression.

  PMID 42138560 · PMC13178401 · Comprehensive Physiology · 2026 · 8 claims · 7 setups

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  Hypoxia induces widespread transcriptomic remodeling in neonatal rat cardiomyocytes (385 DEGs vs normoxia)

  neonatal chicken fetal tunel long-read exon-level

• An attenuated phenotype of Costello syndrome in three unrelated individuals with a HRAS c.179G>A (p.Gly60Asp) mutation correlates with uncommon functional consequences.

  PMID 25914166 · PMC4830354 · American journal of medical genetics. Part A · 2015 · 7 claims · 8 setups

  Has reproduction

  HRAS c.179G>A (p.Gly60Asp) causes an attenuated Costello syndrome phenotype without severe failure-to-thrive, intellectual disability, or cancer predisposition

  cos-7 transiently patients parental ras co-immunoprecipitation immunoblotting

• Diversity of tRNA genes in eukaryotes.

  PMID 17088292 · PMC1693877 · Nucleic acids research · 2006 · 8 claims · 6 setups

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  The number of tRNA genes having the same anticodon but different sequences elsewhere (isodecoder genes) varies significantly (10–246) across 11 eukaryotes despite isoacceptor numbers being similar (41–55)

  eukaryotic bacterial genome synthetic genome-wide sequence manual