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10.1038/srep18437

http://scihub22266oqcxt.onion/10.1038/srep18437
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C4682070!4682070!26675084
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suck abstract from ncbi


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pmid26675084      Sci+Rep 2015 ; 5 (ä): ä
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  • Evolution of cellular morpho-phenotypes in cancer metastasis #MMPMID26675084
  • Wu PH; Phillip JM; Khatau SB; Chen WC; Stirman J; Rosseel S; Tschudi K; Van Patten J; Wong M; Gupta S; Baras AS; Leek JT; Maitra A; Wirtz D
  • Sci Rep 2015[]; 5 (ä): ä PMID26675084show ga
  • Intratumoral heterogeneity greatly complicates the study of molecular mechanisms driving cancer progression and our ability to predict patient outcomes. Here we have developed an automated high-throughput cell-imaging platform (htCIP) that allows us to extract high-content information about individual cells, including cell morphology, molecular content and local cell density at single-cell resolution. We further develop a comprehensive visually-aided morpho-phenotyping recognition (VAMPIRE) tool to analyze irregular cellular and nuclear shapes in both 2D and 3D microenvironments. VAMPIRE analysis of ~39,000 cells from 13 previously sequenced patient-derived pancreatic cancer samples indicate that metastasized cells present significantly lower heterogeneity than primary tumor cells. We found the same morphological signature for metastasis for a cohort of 10 breast cancer cell lines. We further decipher the relative contributions to heterogeneity from cell cycle, cell-cell contact, cell stochasticity and heritable morphological variations.
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