2016
DOI: 10.1002/cam4.943
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Progress in the clinical detection of heterogeneity in breast cancer

Abstract: Breast cancer is currently the most common form of cancer and the second‐leading cause of death from cancer in women. Though considerable progress has been made in the treatment of breast cancer, the heterogeneity of tumors (both inter‐ and intratumor) remains a considerable diagnostic and prognostic challenge. From clinical observation to genetic mutations, the history of understanding the heterogeneity of breast cancer is lengthy and detailed. Effectively detecting heterogeneity in breast cancer is important… Show more

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Cited by 53 publications
(42 citation statements)
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References 132 publications
(165 reference statements)
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“…In addition to mean/median among chosen features, skewness and kurtosis appear very important, emphasizing the importance of features associated with heterogeneity. Intratumor heterogeneity, which appear on any level (ie, genes, cells, tissue, and clinical features) pose a huge challenge for diagnostics, and has implications for the further treatment selection …”
Section: Discussionmentioning
confidence: 99%
“…In addition to mean/median among chosen features, skewness and kurtosis appear very important, emphasizing the importance of features associated with heterogeneity. Intratumor heterogeneity, which appear on any level (ie, genes, cells, tissue, and clinical features) pose a huge challenge for diagnostics, and has implications for the further treatment selection …”
Section: Discussionmentioning
confidence: 99%
“…Despite advances in various methods, including genetic, pathologic, and imaging analysis, effective detection and appropriate therapy in breast cancer remains a considerable challenge. In terms of genomic analysis, new techniques’ application and genomic data mining help to develop new targets for therapy and represent the primary future directions of breast cancer treatment [ 17 ]. Further research is needed to understand the molecular basis of BC as to advance in precise diagnosis and effective treatment modalities.…”
Section: Discussionmentioning
confidence: 99%
“…However, patients with the same TNM stage often show different clinical outcomes, reflecting the molecular heterogeneity of this cancer. More recently, other molecular features have been elucidated and, as it has for other solid tumors [5,6], molecular heterogeneity has also been studied in CRC [7,8].…”
Section: Introductionmentioning
confidence: 99%