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迈向乳腺癌的精准医学。

Toward precision medicine of breast cancer.

作者信息

Carels Nicolas, Spinassé Lizânia Borges, Tilli Tatiana Martins, Tuszynski Jack Adam

机构信息

Laboratório de Modelagem de Sistemas Biológicos, National Institute of Science and Technology for Innovation in Neglected Diseases (INCT/IDN, CNPq), Centro de Desenvolvimento Tecnológico em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.

Department of Oncology, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, AB, T6G 1Z2, Canada.

出版信息

Theor Biol Med Model. 2016 Feb 29;13:7. doi: 10.1186/s12976-016-0035-4.

DOI:10.1186/s12976-016-0035-4
PMID:26925829
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4772532/
Abstract

In this review, we report on breast cancer's molecular features and on how high throughput technologies are helping in understanding the dynamics of tumorigenesis and cancer progression with the aim of developing precision medicine methods. We first address the current state of the art in breast cancer therapies and challenges in order to progress towards its cure. Then, we show how the interaction of high-throughput technologies with in silico modeling has led to set up useful inferences for promising strategies of target-specific therapies with low secondary effect incidence for patients. Finally, we discuss the challenge of pharmacogenetics in the clinical practice of cancer therapy. All these issues are explored within the context of precision medicine.

摘要

在本综述中,我们报告了乳腺癌的分子特征,以及高通量技术如何有助于理解肿瘤发生和癌症进展的动态过程,旨在开发精准医学方法。我们首先阐述乳腺癌治疗的当前技术水平和面临的挑战,以便在治愈乳腺癌方面取得进展。然后,我们展示了高通量技术与计算机模拟的相互作用如何为低副作用发生率的靶向特异性治疗的有前景策略建立有用的推断。最后,我们讨论了癌症治疗临床实践中药理学遗传学的挑战。所有这些问题都在精准医学的背景下进行探讨。

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Toward precision medicine of breast cancer.迈向乳腺癌的精准医学。
Theor Biol Med Model. 2016 Feb 29;13:7. doi: 10.1186/s12976-016-0035-4.
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Tamoxifen integromics and personalized medicine: dynamic modular transformations underpinning response to tamoxifen in breast cancer treatment.他莫昔芬整合组学与个性化医疗:乳腺癌治疗中对他莫昔芬反应的动态模块化转变基础
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The horizon of precision medicine in breast cancer: fragmentation, alliance, or reunification?乳腺癌精准医学的前景:分化、联合还是统一?
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Pharmacogenetics and breast cancer management: current status and perspectives.药物遗传学与乳腺癌管理:现状与展望
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Identification of hub subnetwork based on topological features of genes in breast cancer.基于乳腺癌基因拓扑特征的枢纽子网鉴定
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Predicting Patterns of Distant Metastasis in Breast Cancer Patients following Local Regional Therapy Using Machine Learning.利用机器学习预测局部区域治疗后乳腺癌患者远处转移的模式。
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本文引用的文献

1
Cancer Metabolism and Drug Resistance.癌症代谢与耐药性
Metabolites. 2015 Sep 30;5(4):571-600. doi: 10.3390/metabo5040571.
2
Modeling the energetic cost of cancer as a result of altered energy metabolism: implications for cachexia.模拟能量代谢改变导致的癌症能量消耗:对恶病质的影响。
Theor Biol Med Model. 2015 Sep 15;12:17. doi: 10.1186/s12976-015-0015-0.
3
Current medical treatment of estrogen receptor-positive breast cancer.雌激素受体阳性乳腺癌的当前医学治疗方法。
越南乳腺癌患者的化疗毒性及其与临床和非临床因素的关联。
Curr Oncol. 2022 Oct 31;29(11):8269-8284. doi: 10.3390/curroncol29110653.
4
iCEMIGE: Integration of CEll-morphometrics, MIcrobiome, and GEne biomarker signatures for risk stratification in breast cancers.iCEMIGE:用于乳腺癌风险分层的细胞形态计量学、微生物组和基因生物标志物特征整合
World J Clin Oncol. 2022 Jul 24;13(7):616-629. doi: 10.5306/wjco.v13.i7.616.
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Lecithin-chitosan-TPGS nanoparticles as nanocarriers of (-)-epicatechin enhanced its anticancer activity in breast cancer cells.卵磷脂-壳聚糖-TPGS纳米粒作为(-)-表儿茶素的纳米载体增强了其在乳腺癌细胞中的抗癌活性。
RSC Adv. 2018 Oct 10;8(61):34773-34782. doi: 10.1039/c8ra06327c.
6
CancerBERT: a cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records.CancerBERT:一种癌症领域特定的语言模型,用于从电子健康记录中提取乳腺癌表型。
J Am Med Inform Assoc. 2022 Jun 14;29(7):1208-1216. doi: 10.1093/jamia/ocac040.
7
Molecular Spectra and Frequency Patterns of Somatic Mutations in Arab Women with Breast Cancer.阿拉伯裔乳腺癌女性体细胞突变的分子光谱和频率模式。
Oncologist. 2021 Nov;26(11):e2086-e2089. doi: 10.1002/onco.13916. Epub 2021 Aug 14.
8
Human Plasma Metabolomics for Biomarker Discovery: Targeting the Molecular Subtypes in Breast Cancer.用于生物标志物发现的人血浆代谢组学:针对乳腺癌的分子亚型
Cancers (Basel). 2021 Jan 5;13(1):147. doi: 10.3390/cancers13010147.
9
Systematic Identification of Molecular Targets and Pathways Related to Human Organ Level Toxicity.系统识别与人体器官水平毒性相关的分子靶标和途径。
Chem Res Toxicol. 2021 Feb 15;34(2):412-421. doi: 10.1021/acs.chemrestox.0c00305. Epub 2020 Nov 29.
10
Bioluminescence Imaging-Based Assessment of the Anti-Triple-Negative Breast Cancer and NF-Kappa B Pathway Inhibition Activity of Britanin.基于生物发光成像的不列颠宁抗三阴性乳腺癌及抑制核因子-κB通路活性评估
Front Pharmacol. 2020 May 5;11:575. doi: 10.3389/fphar.2020.00575. eCollection 2020.
World J Biol Chem. 2015 Aug 26;6(3):231-9. doi: 10.4331/wjbc.v6.i3.231.
4
Precision medicine at Memorial Sloan Kettering Cancer Center: clinical next-generation sequencing enabling next-generation targeted therapy trials.纪念斯隆凯特琳癌症中心的精准医学:临床新一代测序助力新一代靶向治疗试验。
Drug Discov Today. 2015 Dec;20(12):1422-8. doi: 10.1016/j.drudis.2015.08.005. Epub 2015 Aug 28.
5
Personalized medicine and economic evaluation in oncology: all theory and no practice?肿瘤学中的个性化医疗与经济评估:全是理论而无实践?
Expert Rev Pharmacoecon Outcomes Res. 2015;15(5):733-8. doi: 10.1586/14737167.2015.1078239. Epub 2015 Aug 9.
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Optimizing Endocrine Therapy for Breast Cancer.优化乳腺癌内分泌治疗。
J Natl Compr Canc Netw. 2015 Aug;13(8):e56-64. doi: 10.6004/jnccn.2015.0125.
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Precision medicine for metastatic breast cancer--limitations and solutions.转移性乳腺癌的精准医疗——局限性与解决方案。
Nat Rev Clin Oncol. 2015 Dec;12(12):693-704. doi: 10.1038/nrclinonc.2015.123. Epub 2015 Jul 21.
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The Role of Ovarian Suppression in Premenopausal Women With Hormone Receptor-Positive Early-Stage Breast Cancer.卵巢抑制在激素受体阳性早期乳腺癌绝经前女性中的作用
Oncology (Williston Park). 2015 Jul;29(7):473-8, 481.
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Somatic Cell Fusions Reveal Extensive Heterogeneity in Basal-like Breast Cancer.体细胞融合揭示基底样乳腺癌的广泛异质性。
Cell Rep. 2015 Jun 16;11(10):1549-63. doi: 10.1016/j.celrep.2015.05.011. Epub 2015 Jun 4.
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Palbociclib in Hormone-Receptor-Positive Advanced Breast Cancer.帕博西尼治疗激素受体阳性晚期乳腺癌。
N Engl J Med. 2015 Jul 16;373(3):209-19. doi: 10.1056/NEJMoa1505270. Epub 2015 Jun 1.