2021
DOI: 10.1038/s41416-021-01328-7
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Breast cancer as an example of tumour heterogeneity and tumour cell plasticity during malignant progression

Abstract: Heterogeneity within a tumour increases its ability to adapt to constantly changing constraints, but adversely affects a patient’s prognosis, therapy response and clinical outcome. Intratumoural heterogeneity results from a combination of extrinsic factors from the tumour microenvironment and intrinsic parameters from the cancer cells themselves, including their genetic, epigenetic and transcriptomic traits, their ability to proliferate, migrate and invade, and their stemness and plasticity attributes. Cell pl… Show more

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Cited by 238 publications
(168 citation statements)
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References 146 publications
(204 reference statements)
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“…However, resistance to endocrine therapy and chemotherapy in patients with breast cancer typically leads to regional recurrence and distal metastasis, which causes high mortality [1,2]. Notably, breast cancer exhibits high heterogeneity [2,3], particularly, intratumoral heterogeneity, which is generated from both extrinsic factors from the tumor microenvironment and intrinsic parameters from the cancer cells [4]. The intrinsic parameters primarily include genetic, epigenetic, and transcriptomic traits, which affect gene expression and activation of related pathways.…”
Section: Introductionmentioning
confidence: 99%
“…However, resistance to endocrine therapy and chemotherapy in patients with breast cancer typically leads to regional recurrence and distal metastasis, which causes high mortality [1,2]. Notably, breast cancer exhibits high heterogeneity [2,3], particularly, intratumoral heterogeneity, which is generated from both extrinsic factors from the tumor microenvironment and intrinsic parameters from the cancer cells [4]. The intrinsic parameters primarily include genetic, epigenetic, and transcriptomic traits, which affect gene expression and activation of related pathways.…”
Section: Introductionmentioning
confidence: 99%
“…Cancer still remains the second leading cause of death worldwide after cardiovascular diseases; thus, several studies have investigated the influence of microgravity on cancer cell growth, proliferation, stemness, and metastasis [30]. One of the most common cancers in women worldwide is represented by breast tumors, which are highly heterogeneous at the histopathological, molecular, and clinical level [31], and among these, the TNBC forms are one of the most aggressive and with a poor prognosis [20].…”
Section: Discussionmentioning
confidence: 99%
“…In particular, the micro-average AUROCs of LASSO and DeepIC50 were closer to 0.5, in comparison to GoogLeNet (Figure S1B), indicating that LASSO and DeepIC50 made random guesses. The breast cancer (BRCA) is considered as one of the most heterogenous tumor [51], indicating that the cancer differs greatly among the cancer patients [52]. Even patients belonging to the same molecular subtype in BRCA present different clinical outcomes.…”
Section: Discussionmentioning
confidence: 99%