纹理分析可预测肾上腺皮质癌患者对依托泊苷-多柔比星-顺铂的反应。

IF 5.4 2区 医学 Q1 Medicine Journal of Endocrinological Investigation Pub Date : 2024-10-09 DOI:10.1007/s40618-024-02476-2
Filippo Crimì, Francesca Turatto, Carlo D'Alessandro, Giovanni Sussan, Maurizio Iacobone, Francesca Torresan, Irene Tizianel, Cristina Campi, Emilio Quaia, Mario Caccese, Filippo Ceccato
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引用次数: 0

摘要

背景:肾上腺皮质癌(ACC肾上腺皮质癌(ACC)是一种源自肾上腺皮质的罕见、侵袭性极强的恶性肿瘤。如果是局部晚期或转移性 ACC,这些患者通常会接受依托泊苷、多柔比星、顺铂和丝裂霉素(EDP-M)化疗。计算机断层扫描(CT)放射组学显示对肾上腺病变很有用。本研究旨在分析局部晚期或转移性ACC患者对EDP-M治疗的反应与诊断时CT纹理特征之间的关联:我们招募了 17 名晚期或转移性 ACC 患者,他们在 EDP-M 治疗前后接受了 CT 检查。治疗反应根据 RECIST 1.1、Choi 和容积标准进行评估。根据上述标准,患者被分为有反应者和无反应者。使用 LifeX 软件提取对比增强 CT 图像中最大病灶的纹理特征。对存在显著差异(p 结果)的变量绘制 ROC 曲线:有反应组和无反应组之间的长程高灰度级强调(LRHGLE_GLRLM)和直方图峰度有显著差异(p = 0.04),结合这两个特征的多变量 ROC 曲线显示,在区分有反应组和无反应组方面,AUC 非常好(0.900;95%IC:0.724-1.000)。在局部晚期或转移性 ACC 的初始分期 CT 中,较多的异质性组织纹理可预测对 EDP-M 治疗的阳性反应:结论:肾上腺纹理可预测晚期 ACC 患者对 EDP-M 治疗的反应。
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Texture analysis can predict response to etoposide-doxorubicin-cisplatin in patients with adrenocortical carcinoma.

Background: The adrenocortical carcinoma (ACC) is a rare and highly aggressive malignancy originating from the adrenal cortex. These patients usually undergo chemotherapy with etoposide, doxorubicin, cisplatin and mitotane (EDP-M) in case of locally advanced or metastatic ACC. Computed tomography (CT) radiomics showed to be useful in adrenal pathologies. The study aimed to analyze the association between response to EDP-M treatment and CT textural features at diagnosis in patients with locally advanced or metastatic ACCs.

Methods: We enrolled 17 patients with advanced or metastatic ACC who underwent CT before and after EDP-M therapy. The response to treatment was evaluated according to RECIST 1.1, Choi, and volumetric criteria. Based on the aforementioned criteria, the patients were classified as responders and not responders. Textural features were extracted from the biggest lesion in contrast-enhanced CT images with LifeX software. ROC curves were drawn for the variables that were significantly different (p < 0.05) between the two groups.

Results: Long-run high grey level emphasis (LRHGLE_GLRLM) and histogram kurtosis were significantly different between responder and not responder groups (p = 0.04) and the multivariate ROC curve combining the two features showed a very good AUC (0.900; 95%IC: 0.724-1.000) in discriminating responders from not responders. More heterogeneous tissue texture of initial staging CT in locally advanced or metastatic ACC could predict the positive response to EDP-M treatment.

Conclusions: Adrenal texture is able to predict the response to EDP-M therapy in patients with advanced ACC.

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来源期刊
Journal of Endocrinological Investigation
Journal of Endocrinological Investigation ENDOCRINOLOGY & METABOLISM-
CiteScore
8.10
自引率
7.40%
发文量
242
期刊介绍: The Journal of Endocrinological Investigation is a well-established, e-only endocrine journal founded 36 years ago in 1978. It is the official journal of the Italian Society of Endocrinology (SIE), established in 1964. Other Italian societies in the endocrinology and metabolism field are affiliated to the journal: Italian Society of Andrology and Sexual Medicine, Italian Society of Obesity, Italian Society of Pediatric Endocrinology and Diabetology, Clinical Endocrinologists’ Association, Thyroid Association, Endocrine Surgical Units Association, Italian Society of Pharmacology.
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