结直肠癌复发转移PET/CT参数与CEA关系的统计建模。

Q2 Medicine Acta Informatica Medica Pub Date : 2023-06-01 DOI:10.5455/aim.2023.31.115-120
Renata Milardovic, Lejla Dzananovic, Semir Beslija, Nermina Beslic, Amra Puhalovic, Semra Cavaljuga
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引用次数: 0

摘要

背景:结直肠癌(Colorectal cancer, CRC)是一种多种多样的疾病,具有多种临床、病理和分子特征,影响肿瘤的生物学行为、治疗反应和预后。目的:本研究旨在评价代谢18F-FDG PET/CT参数(SUVmax、MTV和TLG)与CEA在复发转移性结直肠癌中的相关性,并评价代谢18F-FDG PET/CT参数在复发转移性结直肠癌中的预后价值。方法:一项描述性研究,涉及100例先前检测和手术治疗的CRC患者,涉及PET/CT,怀疑复发或转移性CRC。CEA在成像后三个月内测量。按照机构方案进行低剂量PET/CT检查。对于每个高代谢病变,半自动计算代谢PET/CT参数(SUVmax, MTV, TLG)。病理组织学或临床随访数据作为金标准。计算18F-FDG PET/CT和CEA检测复发或转移性结直肠癌的敏感性、特异性、PPV和NPV。分别计算CEA与SUVmax、MTV和TLG的相关性。为了评估代谢参数在结直肠癌中的预后价值,以18个月无进展生存期(PFS)为终点进行了生存分析。采用Microsoft Excel表格、ROC曲线和Kaplan-Meier曲线表示数据。采用Logrank和Tarone-Ware检验和Cox比例风险模型进行组间比较。结果:纳入100例患者,男45例,女55例,年龄36 ~ 81岁,平均年龄64.1岁。结肠癌占56%,直肠癌占44%。18F-FDG PET/CT检测CRC复发或转移的敏感性为95%,特异性为73%,PPV和NPV分别为70%和95%。CEA检测CRC复发或转移的敏感性、特异性、PPV和NPV分别为58%、96%、91%和78%。SUVmax、MTV和TLG与CEA呈正相关,但只有CEA-TLG的相关性被认为是显著的(r=0,67)。回归模型分析显示:SUVmax (HR=0,63, 95%CI=0,28-1,41, p=0,214), MTV (HR= 0,59, 95%CI=0,28-1,22, p=0,111)和TLG (HR=0,45, 95%CI=0,21-0,99, p=0,028),并且仅TLG在CRC中的预后作用得到证实。结论:代谢18F-FDG PET/CT参数在结直肠癌中可能具有预后价值,但需要进一步的多中心前瞻性研究来验证。
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Statistical Modeling of Relations Between PET/CT Parameters and CEA in Recurrent and Metastatic Colorectal Cancer.

Background: Colorectal cancer (CRC) is a diverse disease with various clinical, pathological and molecular features that affect tumor biological behavior, treatment response and prognosis.

Objective: The aim of this study was to evaluate the correlation between metabolic 18F-FDG PET/CT parameters (SUVmax, MTV and TLG) and CEA in recurrent and metastatic CRC and to evaluate prognostic value of metabolic 18F-FDG PET/CT parameters in recurrent and metastatic CRC.

Methods: A descriptive study of 100 patients with previously detected and surgically treated CRC referred to PET/CT with a suspicion of recurrent or metastatic CRC. CEA was measured within three months from the imaging. A low-dose PET/CT was performed per institutional protocol. For each hypermetabolic lesion, metabolic PET/CT parameters (SUVmax, MTV, TLG) were calculated semiautomatically. Pathohistology or clinical data from the follow-up were used as the gold standard. Sensitivity, specificity, PPV and NPV for 18F-FDG PET/CT and CEA in detection of recurrent or metastatic CRC were calculated. Correlation between CEA and SUVmax, MTV and TLG was calculated, separately. To assess the prognostic values of metabolic parameters in CRC, survival analysis with 18-month progression-free survival (PFS) as an endpoint was performed. Microsoft Excel sheets, ROC and Kaplan-Meier curves were used to present the data. Logrank and Tarone-Ware test and Cox model of proportional hazards were used to compare the groups.

Results: Study included 100 patients, 45 males and 55 females, age range 36-81 years, mean age 61,4 years. Cancer site was colon in 56% and rectum in 44%. Sensitivity, specificity, PPV and NPV of 18F-FDG PET/CT in detection of recurrent or metastatic CRC was 95%, 73%, 70% and 95%, respectively. Sensitivity, specificity, PPV and NPV of CEA in detection of recurrent or metastatic CRC was 58%, 96%, 91% and 78%, respectively. SUVmax, MTV and TLG positively correlated with CEA, but only CEA-TLG correlation was considered significant (r=0,67). The regression model analysis revealed: SUVmax (HR=0,63, 95%CI=0,28-1,41, p=0,214), MTV (0,59, 95%CI=0,28-1,22, p=0,111) and TLG (HR=0,45 95%CI=0,21-0,99, p=0,028), and the prognostic role in CRC was proven for TLG only.

Conclusion: Metabolic 18F-FDG PET/CT parameters may have the prognostic value in CRC, but further multicentric prospective studies are required for validation.

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Acta Informatica Medica
Acta Informatica Medica Medicine-Medicine (all)
CiteScore
2.90
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0.00%
发文量
37
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