Identifying a unique chromosomal pattern to predict the gemcitabine response in patients with cholangiocarcinoma.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Sutheemon Techa-Ay, Sasithorn Watcharadetwittaya, Raksawan Deenonpoe, Prakasit Sa-Ngiamwibool, Chanita Panwoon, Watcharin Loilome, Poramate Klanrit, Anchalee Techasen, Yaovalux Chamgramol, Manida Suksawat, Napat Armartmuntree, Thomas O'Connor, Hideyuki Saya, Malinee Thanee
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引用次数: 0

Abstract

Cholangiocarcinoma (CCA) is an epithelial bile duct cancer frequently found at an advanced stage, leading to poor response to current therapies. Although gemcitabine (GEM) and cisplatin (CIS) are the current gold-standard for treating unresectable CCA, GEM resistance often occurs. To predict the response to GEM, we evaluated chromosomal aberrations using a chromosome microarray, and their association with GEM response by histoculture drug response assay. Our findings revealed principal component analysis and orthogonal partial-least square discriminant analysis cross validated score plot between response and non-response groups were different. Different signature patterns of chromosomes between response and non-response groups analyzed by heatmap analysis identified 34 regions of 15 chromosomes. An increased signal in responders and a decreased signal in non-responders were found in regions 4q32.1, 5q12.3, 10q21.3, 11p11.2, 11q14.2, 16p11.2, 17q22, 21q21.3 and 22q12.3. In contrast, a high signal in non-responders and low signal in responders were seen in regions 2q37.2, 11q14.1, 16q22.3 and 16q23.3. High signal of CDH13 and TENM4 were demonstrated in GEM non-response, while a high CWC27 signal was noted in GEM response. This signature pattern could provide the knowledge to improve a predictive biomarker for GEM response, benefitting for individual CCA patient management and chemotherapeutic selection.

鉴定一种独特的染色体模式来预测胆管癌患者的吉西他滨反应。
胆管癌(CCA)是一种常见于晚期的上皮性胆管癌,导致对当前治疗的反应较差。虽然吉西他滨(GEM)和顺铂(CIS)是目前治疗不可切除CCA的金标准,但GEM耐药性经常发生。为了预测对GEM的反应,我们使用染色体微阵列评估了染色体畸变,并通过组织培养药物反应试验评估了它们与GEM反应的关系。结果表明,主成分分析和正交偏最小二乘判别分析交叉验证得分图在反应组和非反应组之间存在差异。通过热图分析,15条染色体的34个区域存在应答组和非应答组的染色体特征模式差异。在4q32.1、5q12.3、10q21.3、11p11.2、11q14.2、16p11.2、17q22、21q21.3和22q12.3区域,应答者信号升高,无应答者信号降低。相比之下,在2q37.2、11q14.1、16q22.3和16q23.3区域,无应答者出现高信号,应答者出现低信号。GEM无应答时CDH13和TENM4信号高,而GEM应答时CWC27信号高。这种特征模式可以为改善GEM反应的预测性生物标志物提供知识,有利于个体CCA患者管理和化疗选择。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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