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).

• In vivo phosphoproteome of human skeletal muscle revealed by phosphopeptide enrichment and HPLC-ESI-MS/MS.

  PMID 19764811 · PMC2783959 · Journal of proteome research · 2009 · 8 claims · 6 setups

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  This is the first large-scale in vivo phosphoproteomic study of human skeletal muscle

  vastus skeletal spectra identified phosphopeptide in-solution strong

• Inferring combinatorial regulation of transcription in silico.

  PMID 15647509 · PMC546154 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  Combining Cluster-Buster (TFBS cluster prediction) with GOSSIP (rigorous GO enrichment statistics with multiple-testing/FDR correction) predicts biological functions controlled by combinatorial transcription factor action, without prior knowledge of factor targets

  upstream monocytes same tfbs microarray permutation

• Multi-organ expression profiling uncovers a gene module in coronary artery disease involving transendothelial migration of leukocytes and LIM domain binding 2: the Stockholm Atherosclerosis Gene Expression (STAGE) study.

  PMID 19997623 · PMC2780352 · PLoS genetics · 2009 · 8 claims · 6 setups

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  Functionally associated gene modules, not individual genes, underlie CAD development and can be identified via multi-organ expression clustering

  liver atherosclerotic 128-gene independent two-way gene bioinformatic

• Expression quantitative trait loci in sheep liver and muscle contribute to variations in meat traits.

  PMID 33461502 · PMC7812657 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 5 setups

  Has reproduction · 90

  Gene expression, exon expression, and intron excision ratio (splicing) molecular phenotypes are significantly heritable in sheep liver and muscle

  liver sheep sequencing snp heritability

• Constructing eRNA-mediated gene regulatory networks to explore the genetic basis of muscle and fat-relevant traits in pigs.

  PMID 38594607 · PMC11003151 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 8 setups

  Has reproduction · 100

  H3K27ac ChIP-seq and RNA-seq were used to construct eRNA expression profiles across multiple tissues in Enshi Black (ES) and Duroc pigs, revealing tissue-level eRNA regulatory landscapes

  longissimus muscle snps pig h3k27ac strand-specific starr-seq

• Comparative profiling of skeletal muscle models reveals heterogeneity of transcriptome and metabolism.

  PMID 31825657 · PMC7099524 · American journal of physiology. Cell physiology · 2020 · 8 claims · 8 setups

  Has reproduction · 64

  L6, C2C12, and primary human myotubes show substantial heterogeneity in transcriptomic and metabolic profiles

  c2c12 transcriptomic proliferation brdu

• Genetics and functional genomics of type 2 diabetes mellitus.

  PMID 14659011 · PMC329413 · Genome biology · 2003 · 7 claims · 5 setups

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  Genome-wide transcription profiling of diabetic skeletal muscle reveals coordinated downregulation of oxidative phosphorylation genes, converging on PGC1α as a central regulator.

  skeletal population microarray real-time genetic

• Shared and unique phosphoproteomics responses in skeletal muscle from exercise models and in hyperammonemic myotubes.

  PMID 36345342 · PMC9636548 · iScience · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  Comparative phosphoproteomics of hyperammonemic myotubes and exercise-model muscle identifies shared enriched pathways: PKA, calcium signaling, MAPK signaling, and protein homeostasis.

  c2c12 hyperammonemic phosphoproteomics immunoblot comparative

• Cross species genomic analysis identifies a mouse model as undifferentiated pleomorphic sarcoma/malignant fibrous histiocytoma.

  PMID 19956606 · PMC2779485 · PloS one · 2009 · 8 claims · 7 setups

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  A 100-gene signature from LSL-KrasG12D;Trp53Flox/Flox mouse sarcomas (vs normal muscle) is specifically and significantly enriched in human MFH but not other soft tissue sarcoma subtypes across three independent human datasets.

  lsl-krasg12d soft combined mfh microarray gene oncogenic

• The mitochondrial genome, a growing interest inside an organelle.

  PMID 18488415 · PMC2526360 · International journal of nanomedicine · 2008 · 8 claims · 8 setups

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  mtDNA mutations are causally linked to a wide range of mitochondrial diseases, aging, and chronic degenerative diseases

  post-mitotic mtdna homozygous high-fat southern rflp-pcr dhplc

• A comparison of the large-scale gene expression patterns in summer and fall migratory Pantala flavescens (Fabricius) in northern China.

  PMID 39108562 · PMC11301579 · Ecology and evolution · 2024 · 8 claims · 4 setups

  Has reproduction · 93

  624 differentially expressed genes (DEGs) were identified between summer (M7) and fall (M10) migratory P. flavescens

  pantala bulk quantitative transcriptome

• Global chromatin accessibility profiling analysis reveals a chronic activation state in aged muscle stem cells.

  PMID 36093058 · PMC9459695 · iScience · 2022 · 8 claims · 8 setups

  Has reproduction · 59

  PFA-perfusion-based isolation preserves the true in vivo chromatin accessibility state, avoiding artifacts caused by tissue dissociation-induced activation

  quiescent satellite regenerating situ atac-seq rna-seq motif

• ddRAD-seq reveals the genetic structure and detects signals of selection in Italian brown trout.

  PMID 35100964 · PMC8805291 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 9 setups

  Has reproduction · 87

  Italian brown trout populations are genetically differentiated but show strong admixture from stocking practices, especially with the Atlantic lineage.

  brown snp subset salmo ddrad-seq admixture newhybrids

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 8 claims · 8 setups

  Has reproduction

  A three-class WSI cluster (C0/C1/C2) derived via mini batch K-means clustering on Inception V3-extracted image features is significantly associated with overall survival and is an independent prognostic predictor in BLCA.

  tcga-blca gse32894 deep transfer machine

• Identification of immune-related signatures and pathogenesis differences between thoracic aortic aneurysm patients with bicuspid versus tricuspid valves via weighted gene co-expression network analysis.

  PMID 37883426 · PMC10602290 · PloS one · 2023 · 6 claims · 8 setups

  Has reproduction · 97

  TAA/TAV pathogenesis is more strongly associated with immune-related gene expression than TAA/BAV.

  aortic genes wgcna gene cibersort

• Revealing the critical state and identifying individualized dynamic network biomarker for type 2 diabetes through advanced analysis methods on individual basis.

  PMID 39890881 · PMC11785715 · Scientific reports · 2025 · 8 claims · 5 setups

  Has reproduction · 75

  sJSD, NIG, and TNFE methods can detect critical states/tipping points before disease deterioration using only a single sample

  simulated adipose gastrocnemius dnb numerical microarray protein-protein

• Reducing language barriers, promoting information absorption, and communication using fanyi.

  PMID 39039634 · PMC11332769 · Chinese medical journal · 2024 · 7 claims · 3 setups

  Has reproduction · 67

  The fanyi R package retrieves gene information from NCBI and translates it into multiple languages using AI-driven online translation services

  pbmcs airway gene single-cell bulk functional

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference-profile-free deconvolution method that incorporates molecular subtyping directly into the deconvolution process, outputting cohort-level cancer subtype and stromal reference profiles rather than per-individual profiles

  tcga simulated muscle-invasive ccrcc computational simulation-based deconvolution

• Organismal complexity, cell differentiation and gene expression: human over mouse.

  PMID 17881362 · PMC2095826 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Human shows a greater fraction of tissue-specific genes and a greater ratio of total expression of tissue-specific to housekeeping genes than mouse across 32 homologous tissues

  human-mouse oligonucleotide exon comparative

• Dcode.org anthology of comparative genomic tools.

  PMID 15980535 · PMC1160116 · Nucleic acids research · 2005 · 8 claims · 7 setups

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  The dcode.org suite (zPicture, Mulan, eShadow, rVista 2.0, multiTF, Creme 2.0, ECR Browser) provides integrated tools for comparative genomic analysis and non-coding regulatory element discovery.

  dlx1 hoxa prothrombin gene comparative multi-species phylogenetic