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 bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.

  PMID 40510478 · PMC12159077 · Frontiers in endocrinology · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  Dgat2 is a hub mitochondria-related differentially expressed gene (MitoDEG) that can serve as a novel biomarker and therapeutic target in MI/RI

  heart degs dgat2 mitodegs microarray kegg protein-protein

• PrimerSeq: Design and visualization of RT-PCR primers for alternative splicing using RNA-seq data.

  PMID 24747190 · PMC4411361 · Genomics, proteomics & bioinformatics · 2014 · 8 claims · 3 setups

  Has reproduction · 90

  PrimerSeq is a user-friendly stand-alone software with a GUI for systematic design and visualization of RT-PCR primers for alternative splicing analysis using user-provided RNA-seq data.

  heart genome rna-seq rt-pcr

• Expression patterns of cardiac myofilament proteins: genomic and protein analysis of surgical myectomy tissue from patients with obstructive hypertrophic cardiomyopathy.

  PMID 19808356 · PMC2765062 · Circulation. Heart failure · 2009 · 8 claims · 4 setups

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  Myofilament protein levels (MYBPC3 and MYH7) are increased, not decreased, in HCM patients carrying a mutation in either gene compared to healthy heart tissue

  genomic lysate formalin-fixed myectomy mutational western immunohistochemistry

• Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients.

  PMID 35012625 · PMC8743438 · Genome biology · 2022 · 7 claims · 8 setups

  Has reproduction · 68

  GENEVA is a semi-automated, study-design-agnostic framework that mines large-scale public RNA-seq data to identify conditions modulating a gene of interest's expression

  gtex lncap heart breast bulk rna-seq meta-analysis

• Transcriptome and machine learning analysis of the impact of COVID-19 on mitochondria and multiorgan damage.

  PMID 38295140 · PMC10830027 · PloS one · 2024 · 6 claims · 7 setups

  Has reproduction · 71

  Potential cardiac, hepatic, and renal impairments in COVID-19 are associated with ACE2, inflammatory cytokine storms, and mitochondrial pathways.

  nasopharyngeal heart leukocytes blood bulk pathway machine

• Gene module regulation in dilated cardiomyopathy and the role of Na/K-ATPase.

  PMID 35901050 · PMC9333241 · PloS one · 2022 · 5 claims · 8 setups

  Has reproduction · 55

  Several co-expressed gene modules are significantly associated with left ventricle ejection fraction (LVEF) and the DCM phenotype, enriched in fibrosis-related, small molecule transporting-related, and immune response-related pathways.

  heart degs gene rna-seq bulk differential gene

• Transcriptomic data meta-analysis reveals common and injury model specific gene expression changes in the regenerating zebrafish heart.

  PMID 37012284 · PMC10070245 · Scientific reports · 2023 · 7 claims · 8 setups

  Has reproduction · 90

  Batch correction using sequencing platform as the correcting variable (via Combat-Seq) removes technical variability so that samples cluster by injury condition rather than dataset origin.

  zebrafish orthologs ortholog core bulk overrepresentation network

• Cardiovascular genetic medicine: genomic assessment of prognosis and diagnosis in patients with cardiomyopathy and heart failure.

  PMID 20559924 · PMC4745893 · Journal of cardiovascular translational research · 2008 · 8 claims · 6 setups

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  Molecular signature analysis (MSA) uses machine-learning/classification methods (e.g., PAM/nearest shrunken centroids) on gene expression patterns to classify samples by phenotype for diagnosis, prognosis, or therapy response.

  myocardial endomyocardial peripheral pbmcs microarray allomap gene

• Physiology engages with functional genomics - at last.

  PMID 16086845 · PMC1273626 · Genome biology · 2005 · 8 claims · 8 setups

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  Large-scale QTL phenotyping in rat strains reveals that most hypertension-related traits are sexually dimorphic

  wild-type caenorhabditis kidney pcr qtl enu copas

• Integrated genomic approaches implicate osteoglycin (Ogn) in the regulation of left ventricular mass.

  PMID 18443592 · PMC2742198 · Nature genetics · 2008 · 8 claims · 8 setups

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  Osteoglycin (Ogn) is a major candidate regulator of rat LVM, with increased Ogn protein expression associated with elevated LVM

  heart ogn cos-1 neonatal eqtl quantitative genome-wide

• Macrophages on the run: Exercise balances macrophage polarization for improved health.

  PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups

  Has reproduction · 81

  Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.

  gene affymetrix pooled muscle meta-analysis stepminer gene

• Charting and probing the activity of ADARs in human development and cell-fate specification.

  PMID 39537590 · PMC11561244 · Nature communications · 2024 · 8 claims · 7 setups

  Has reproduction · 100

  RNA editing (AEI) and ADAR enzyme expression follow tissue-specific temporal dynamics across human organs from fetal to adult stages, with ADARB1 dynamics tracking AEI increase in hindbrain development.

  organs bulk 8-week 8–10-week bulk site-specific single-cell

• Characterization of a new full length TMPRSS3 isoform and identification of mutant alleles responsible for nonsyndromic recessive deafness in Newfoundland and Pakistan.

  PMID 15447792 · PMC523852 · BMC medical genetics · 2004 · 8 claims · 8 setups

  Full-text index only

  TMPRSS3 mutations were identified in four additional Pakistani families with recessive, nonsyndromic congenital deafness co-segregating with DFNB8/B10 haplotypes

  pakistani affected retina tissues linkage sanger race

• Gene-environment interaction and obesity.

  PMID 19019037 · PMC3683966 · Nutrition reviews · 2008 · 8 claims · 8 setups

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  Obesity susceptibility is largely genetically determined but requires environmental exposure (excess energy intake, low fiber, physical inactivity) to manifest phenotypically.

  framingham european individuals healthy genome-wide candidate gene-diet

• Loss of heterozygosity at 2q37 in sporadic Wilms' tumor: putative role for miR-562.

  PMID 19789318 · PMC2756455 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 8 setups

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  2q37 harbors a tumor suppressor gene important in Wilms tumor pathogenesis

  sporadic wilms fetal 293t loh multiplex genome-wide

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  miRge 2.0 introduces a novel SVM-based miRNA detection method using both hairpin structure and isomiR composition, yielding higher specificity for miRNA identification

  pooled colon datasets small a-to-i novel

• Characterization of rabbit myocilin: Implications for human myocilin glycosylation and signal peptide usage.

  PMID 12697062 · PMC156599 · BMC genetics · 2003 · 8 claims · 6 setups

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  Rabbit MYOC encodes a 490 amino acid, 54,882-Da protein that is 84% identical overall to human myocilin

  rabbit gtm66 myoc myocilin cdna sds-page transfection

• Chromosomal phenotypes and submicroscopic abnormalities.

  PMID 15601540 · PMC3525070 · Human genomics · 2004 · 8 claims · 8 setups

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  Microdeletion syndromes are flanked by region-specific low-copy repeats (LCRs), and non-allelic homologous recombination (NAHR) between these LCRs, via interchromosomal or intrachromosomal mechanisms, causes the deletions.

  patients parents vegf164 zebrafish breakpoint parental inversion

• CyDye immunoblotting for proteomics: co-detection of specific immunoreactive and total protein profiles.

  PMID 17111436 · PMC2978322 · Proteomics · 2006 · 7 claims · 4 setups

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  CyDye immunoblotting (ECL Plex) allows simultaneous co-detection of total protein profile and a specific immunoreactive protein on the same membrane

  left tryptic 1-d 2-de maldi-tof

• Tissue MicroArray (TMA) analysis of normal and persistent Chlamydophila pneumoniae infection.

  PMID 17052347 · PMC1622754 · BMC infectious diseases · 2006 · 8 claims · 4 setups

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  TMA/IHC staining patterns of GroEL, GroES, GspD, Ndk and Pyk in cell pellets generally corresponded to differential regulation patterns previously found by 2D gel proteomic analysis of IFN-γ-induced persistence

  hep-2 archival pneumoniae immunohistochemistry western gel