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一种由MYC驱动的血浆多胺特征用于卵巢癌的早期检测。

A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer.

作者信息

Fahrmann Johannes F, Irajizad Ehsan, Kobayashi Makoto, Vykoukal Jody, Dennison Jennifer B, Murage Eunice, Wu Ranran, Long James P, Do Kim-Anh, Celestino Joseph, Lu Karen H, Lu Zhen, Bast Robert C, Hanash Samir

机构信息

Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA.

Department of Biostatistics, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA.

出版信息

Cancers (Basel). 2021 Feb 22;13(4):913. doi: 10.3390/cancers13040913.

Abstract

MYC is an oncogenic driver in the pathogenesis of ovarian cancer. We previously demonstrated that MYC regulates polyamine metabolism in triple-negative breast cancer (TNBC) and that a plasma polyamine signature is associated with TNBC development and progression. We hypothesized that a similar plasma polyamine signature may associate with ovarian cancer (OvCa) development. Using mass spectrometry, four polyamines were quantified in plasma from 116 OvCa cases and 143 controls (71 healthy controls + 72 subjects with benign pelvic masses) (Test Set). Findings were validated in an independent plasma set from 61 early-stage OvCa cases and 71 healthy controls (Validation Set). Complementarity of polyamines with CA125 was also evaluated. Receiver operating characteristic area under the curve (AUC) of individual polyamines for distinguishing cases from healthy controls ranged from 0.74-0.88. A polyamine signature consisting of diacetylspermine + N-(3-acetamidopropyl)pyrrolidin-2-one in combination with CA125 developed in the Test Set yielded improvement in sensitivity at >99% specificity relative to CA125 alone (73.7% vs 62.2%; McNemar exact test 2-sided P: 0.019) in the validation set and captured 30.4% of cases that were missed with CA125 alone. Our findings reveal a MYC-driven plasma polyamine signature associated with OvCa that complemented CA125 in detecting early-stage ovarian cancer.

摘要

MYC是卵巢癌发病机制中的致癌驱动因子。我们之前证明,MYC在三阴性乳腺癌(TNBC)中调节多胺代谢,并且血浆多胺特征与TNBC的发生和进展相关。我们假设,类似的血浆多胺特征可能与卵巢癌(OvCa)的发生有关。我们使用质谱法对116例OvCa病例和143名对照(71名健康对照 + 72名患有良性盆腔肿块的受试者)的血浆中的四种多胺进行了定量分析(测试集)。研究结果在一个独立的血浆样本中得到验证,该样本来自61例早期OvCa病例和71名健康对照(验证集)。我们还评估了多胺与CA125的互补性。用于区分病例与健康对照的单个多胺的曲线下受试者工作特征面积(AUC)范围为0.74 - 0.88。在测试集中建立的由二乙酰精胺 + N-(3-乙酰氨基丙基)吡咯烷-2-酮与CA125组成的多胺特征,相对于单独使用CA125,在验证集中特异性>99%时灵敏度有所提高(73.7%对62.2%;McNemar精确检验双侧P:0.019),并且捕捉到了单独使用CA125时遗漏的30.4%的病例。我们的研究结果揭示了一种与OvCa相关的由MYC驱动的血浆多胺特征,其在检测早期卵巢癌方面对CA125起到了补充作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4995/7927060/2c9e4b0f7fed/cancers-13-00913-g0A1.jpg

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