Spatial biology in cancer epigenetics
Molecular Oncology, EarlyView.Spatial epigenomics combines molecular profiling with tissue architecture to reveal how gene regulation is organized within intact tissues. In cancer, these technologies uncover the mechanisms driving tumor heterogeneity and microenvironmental interactions, opening new opportunities for biomarker discovery and precision medicine.
Eva Crespo‐García, Manel Esteller
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Comprehensive dataset of global innovation index panel data (2013-2022): Clustering with K-means and principal component analysis. [PDF]
Data BriefEufrazio E, Costa H.
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Molecular Oncology, EarlyView.Tumour heterogeneity and clonal evolution of metastatic salivary gland cancer were evaluated in two patients with adenoid carcinoma and one patient with myoepithelial carcinoma. Radiology‐guided autopsy enabled multi‐region sampling (total samples n = 149), followed by whole‐genome sequencing and phylogenetic reconstruction (17 tumour samples, 4–7 per ...
Gerben Lassche +10 more
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Assessing nursing students' palliative care training needs and profiles: a cross-sectional study using K-means clustering. [PDF]
BMC NursYang L +6 more
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Molecular Oncology, EarlyView.This study identifies somatostatin receptor 4 (Sstr4) as a critical tumor suppressor against skin and head/neck cancers (HNSCC, cSCC, and BCC). The loss of Sstr4 removes a check on cell growth, causing hyperactivation of the MAPK‐ERK signaling pathway (↑).
Ali Taqvi +6 more
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Optimization of hybrid solar chimney power plant using Pearson and k-means analysis for green hydrogen and electricity production. [PDF]
Sci RepJemal A +7 more
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A novel approach for the segmentation of retinal images by integration K-means clustering algorithm with graph cut for image segmentation. [PDF]
Sci RepBhoopalan R, Priyadharshini S.
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Location optimization of cold chain logistics parks based on Bayesian probability theory and K-means clustering analysis in China. [PDF]
Sci RepWang L, Liu X, Wang X, Jiang Y.
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Hyperspectral imaging and K-means clustering for material structure classification and detection of unmanned aerial vehicles. [PDF]
Sci RepSaber A, Mahmoud A, El-Sharkawy YH.
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Data-Driven Classification of Solubility Space in Deep Eutectic Solvents: Deciphering Driving Forces Using PCA and K-Means Clustering. [PDF]
MoleculesCysewski P, Przybyłek M, Jeliński T.
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