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).
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Has reproduction · 93
Integrated bioinformatics analysis screened the key genes and pathways of idiopathic pulmonary fibrosis.
PMID 40280949 · PMC12032202 · Scientific reports · 2025 · 8 claims · 8 setups
5328 differentially expressed transcripts (4083 genes) were identified in GSE173355 by limma, with 4012 transcripts (3206 genes) confirmed by both limma and edgeR (logFC>1, FDR<0.05)
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Has reproduction · 66
STAT3-dependent analysis reveals PDK4 as independent predictor of recurrence in prostate cancer.
PMID 32323921 · PMC7178451 · Molecular systems biology · 2020 · 6 claims · 4 setups
Low STAT3 expression in primary prostate cancer is associated with up-regulated OXPHOS and ribosomal biosynthesis at the transcriptomic level.
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Has reproduction · 32
Developing prognostic gene panel of survival time in lung adenocarcinoma patients using machine learning.
PMID 35117753 · PMC8799101 · Translational cancer research · 2020 · 7 claims · 4 setups
A panel of 22 genetic features with Naïve Bayes can predict whether lung adenocarcinoma patient survival time is >3 years (accuracy=75%, AUC=0.81).
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Has reproduction · 73
RSK1 is an exploitable dependency in myeloproliferative neoplasms and secondary acute myeloid leukemia.
PMID 39820365 · PMC11739599 · Nature communications · 2025 · 8 claims · 8 setups
RSK1 is a conserved, exploitable therapeutic dependency across MPN and secondary AML
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Has reproduction · 62
CASK loss of function differentially regulates neuronal maturation and synaptic function in human induced cortical excitatory neurons.
PMID 36262316 · PMC9574418 · iScience · 2022 · 7 claims · 8 setups
CASK LOF increases neuronal complexity (neurite overgrowth) in developing/immature human excitatory neurons
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Has reproduction · 76
High DNA methylation age deceleration defines an aggressive phenotype with immunoexclusion environments in endometrial carcinoma.
PMID 37388735 · PMC10303802 · Frontiers in immunology · 2023 · 8 claims · 8 setups
Almost 90% of TCGA EC tumors exhibit DNA methylation age deceleration (DNAmad) relative to patient chronological age as assessed by the Horvath clock
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Has reproduction · 59
Advances in genomic and pharmacokinetic profiling for clinical stratification of metastatic breast cancer.
PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 7 claims · 8 setups
Eight gene modules linked to metastasis were identified via scored network analysis and validated through pathway databases.
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Has reproduction · 77
PredTAD: A machine learning framework that models 3D chromatin organization alterations leading to oncogene dysregulation in breast cancer cell lines.
PMID 34093998 · PMC8142020 · Computational and structural biotechnology journal · 2021 · 7 claims · 8 setups
PredTAD, a Gradient Boosting Machine model using epigenomic and genomic features plus neighboring-bin information, classifies 10 kb genomic regions as TAD boundary or non-boundary across normal and breast cancer cell lines.
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Has reproduction · 51
Unveiling prognostics biomarkers of tyrosine metabolism reprogramming in liver cancer by cross-platform gene expression analyses.
PMID 32542016 · PMC7295234 · PloS one · 2020 · 6 claims · 8 setups
Five tyrosine catabolic enzymes (TAT, HPD, HGD, GSTZ1, FAH) are downregulated in HCC versus normal liver at mRNA and protein levels