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前列腺组织中的全基因组DNA甲基化测量揭示了新型前列腺癌诊断生物标志物和转录因子结合模式。

Genome-wide DNA methylation measurements in prostate tissues uncovers novel prostate cancer diagnostic biomarkers and transcription factor binding patterns.

作者信息

Kirby Marie K, Ramaker Ryne C, Roberts Brian S, Lasseigne Brittany N, Gunther David S, Burwell Todd C, Davis Nicholas S, Gulzar Zulfiqar G, Absher Devin M, Cooper Sara J, Brooks James D, Myers Richard M

机构信息

HudsonAlpha Institute for Biotechnology, 601 Genome Way, Huntsville, AL, 35806, USA.

Present Address: TRM Oncology, 5901-C Peachtree Dunwoody Rd, Suite 200, Atlanta, GA, 30328, USA.

出版信息

BMC Cancer. 2017 Apr 17;17(1):273. doi: 10.1186/s12885-017-3252-2.

DOI:10.1186/s12885-017-3252-2
PMID:28412973
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5392915/
Abstract

BACKGROUND

Current diagnostic tools for prostate cancer lack specificity and sensitivity for detecting very early lesions. DNA methylation is a stable genomic modification that is detectable in peripheral patient fluids such as urine and blood plasma that could serve as a non-invasive diagnostic biomarker for prostate cancer.

METHODS

We measured genome-wide DNA methylation patterns in 73 clinically annotated fresh-frozen prostate cancers and 63 benign-adjacent prostate tissues using the Illumina Infinium HumanMethylation450 BeadChip array. We overlaid the most significantly differentially methylated sites in the genome with transcription factor binding sites measured by the Encyclopedia of DNA Elements consortium. We used logistic regression and receiver operating characteristic curves to assess the performance of candidate diagnostic models.

RESULTS

We identified methylation patterns that have a high predictive power for distinguishing malignant prostate tissue from benign-adjacent prostate tissue, and these methylation signatures were validated using data from The Cancer Genome Atlas Project. Furthermore, by overlaying ENCODE transcription factor binding data, we observed an enrichment of enhancer of zeste homolog 2 binding in gene regulatory regions with higher DNA methylation in malignant prostate tissues.

CONCLUSIONS

DNA methylation patterns are greatly altered in prostate cancer tissue in comparison to benign-adjacent tissue. We have discovered patterns of DNA methylation marks that can distinguish prostate cancers with high specificity and sensitivity in multiple patient tissue cohorts, and we have identified transcription factors binding in these differentially methylated regions that may play important roles in prostate cancer development.

摘要

背景

目前用于前列腺癌的诊断工具在检测极早期病变时缺乏特异性和敏感性。DNA甲基化是一种稳定的基因组修饰,可在患者外周体液(如尿液和血浆)中检测到,有望作为前列腺癌的非侵入性诊断生物标志物。

方法

我们使用Illumina Infinium HumanMethylation450 BeadChip芯片阵列,检测了73例具有临床注释的新鲜冷冻前列腺癌组织和63例相邻良性前列腺组织的全基因组DNA甲基化模式。我们将基因组中差异最显著的甲基化位点与DNA元件百科全书联盟测定的转录因子结合位点进行叠加。我们使用逻辑回归和受试者工作特征曲线来评估候选诊断模型的性能。

结果

我们鉴定出了对区分恶性前列腺组织和相邻良性前列腺组织具有高预测能力的甲基化模式,并且使用来自癌症基因组图谱计划的数据对这些甲基化特征进行了验证。此外,通过叠加ENCODE转录因子结合数据,我们观察到在恶性前列腺组织中,具有较高DNA甲基化的基因调控区域中,增强子结合蛋白2的结合有所富集。

结论

与相邻良性组织相比,前列腺癌组织中的DNA甲基化模式发生了很大改变。我们发现了DNA甲基化标记模式,其能够在多个患者组织队列中以高特异性和敏感性区分前列腺癌,并且我们确定了在这些差异甲基化区域中结合的转录因子,它们可能在前列腺癌发展中发挥重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/e8ec446fd40c/12885_2017_3252_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/3a42c151fdbc/12885_2017_3252_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/abc9a76ae955/12885_2017_3252_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/cebc97293a02/12885_2017_3252_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/e8ec446fd40c/12885_2017_3252_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/3a42c151fdbc/12885_2017_3252_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/abc9a76ae955/12885_2017_3252_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/cebc97293a02/12885_2017_3252_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da1f/5392915/e8ec446fd40c/12885_2017_3252_Fig4_HTML.jpg

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