• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于 F-FDG PET/CT 的代谢参数对结直肠癌患者微卫星不稳定性的预测价值。

Predictive Value of Metabolic Parameters Derived From F-FDG PET/CT for Microsatellite Instability in Patients With Colorectal Carcinoma.

机构信息

Department of Radiology, West China Hospital, Sichuan University, Chengdu, China.

Department of Nuclear Medicine, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu, China.

出版信息

Front Immunol. 2021 Aug 26;12:724464. doi: 10.3389/fimmu.2021.724464. eCollection 2021.

DOI:10.3389/fimmu.2021.724464
PMID:34512653
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8426433/
Abstract

BACKGROUND

Microsatellite instability (MSI) is one of the important factors that determine the effectiveness of immunotherapy in colorectal cancer (CRC) and serves as a prognostic biomarker for its clinical outcomes.

PURPOSE

To investigate whether the metabolic parameters derived fromF-fluorodeoxyglucose (F-FDG) positron emission tomography/computed tomography (PET/CT) can predict MSI status in patients with CRC.

MATERIALS AND METHODS

A retrospective analysis was performed on CRC patients who underwent F-FDG PET/CT examination before surgery between January 2015 and April 2021. The metabolic F-FDG PET/CT parameters of the primary CRC lesion were calculated and recorded with different thresholds, including the maximum, peak, and mean standardized uptake value (SUV, SUV, and SUV), as well as the metabolic tumor volume (MTV) and the total lesion glycolysis (TLG). The status of MSI was determined by immunohistochemical assessment. The difference of quantitative parameters between MSI and microsatellite stability (MSS) groups was assessed, and the receiver operating characteristic (ROC) analyses with area under ROC curves (AUC) was used to evaluate the predictive performance of metabolic parameters.

RESULTS

A total of 44 patients (24 men and 20 women; mean ± standard deviation age: 71.1 ± 14.2 years) were included. There were 14 patients in the MSI group while there were 30 in the MSS group. MTV, MTV, MTV, and MTV, as well as TLG and TLG showed significant difference between two groups (all -values <0.05), among which MTV demonstrated the highest performance in the prediction of MSI, with an AUC of 0.805 [95% confidence interval (CI): 0.657-0.909], a sensitivity of 92.9% (95% CI: 0.661-0.998), and a specificity of 66.7% (95% CI: 0.472-0.827). Patients' age and MTV were significant predictive indicators of MSI in multivariate logistic regression.

CONCLUSION

The metabolic parameters derived fromF-FDG PET/CT were able to preoperatively predict the MSI status in CRC, with MTV demonstrating the highest predictive performance. PET/CT imaging could serve as a noninvasive tool in the guidance of immunotherapy and individualized treatment in CRC patients.

摘要

背景

微卫星不稳定性(MSI)是决定结直肠癌(CRC)免疫治疗效果的重要因素之一,也是其临床结局的预后生物标志物。

目的

探讨 F-氟脱氧葡萄糖(F-FDG)正电子发射断层扫描/计算机断层扫描(PET/CT)衍生的代谢参数是否可预测 CRC 患者的 MSI 状态。

材料与方法

回顾性分析 2015 年 1 月至 2021 年 4 月期间接受手术前 F-FDG PET/CT 检查的 CRC 患者。记录并计算原发 CRC 病灶的代谢 F-FDG PET/CT 参数,包括最大、峰值和平均标准化摄取值(SUV、SUV 和 SUV)、代谢肿瘤体积(MTV)和总病灶糖酵解(TLG)。通过免疫组织化学评估 MSI 状态。评估 MSI 和微卫星稳定(MSS)组之间定量参数的差异,并使用 ROC 曲线下面积(AUC)评估代谢参数的预测性能。

结果

共纳入 44 例患者(24 例男性,20 例女性;平均年龄±标准差:71.1±14.2 岁)。其中 MSI 组 14 例,MSS 组 30 例。MTV、MTV、MTV 和 MTV 以及 TLG 和 TLG 在两组间差异均有统计学意义(均 -值<0.05),其中 MTV 对 MSI 的预测效能最高,AUC 为 0.805[95%置信区间(CI):0.657-0.909],灵敏度为 92.9%(95%CI:0.661-0.998),特异度为 66.7%(95%CI:0.472-0.827)。多因素逻辑回归分析显示患者年龄和 MTV 是 MSI 的显著预测指标。

结论

F-FDG PET/CT 衍生的代谢参数可术前预测 CRC 的 MSI 状态,其中 MTV 预测效能最高。PET/CT 成像可作为 CRC 患者免疫治疗和个体化治疗指导的一种非侵入性工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/0de7d6eb1a17/fimmu-12-724464-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/d7b66f7ea83e/fimmu-12-724464-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/396dd0bade82/fimmu-12-724464-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/1247433a3acc/fimmu-12-724464-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/cbc8e85c046a/fimmu-12-724464-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/0de7d6eb1a17/fimmu-12-724464-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/d7b66f7ea83e/fimmu-12-724464-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/396dd0bade82/fimmu-12-724464-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/1247433a3acc/fimmu-12-724464-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/cbc8e85c046a/fimmu-12-724464-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/338e/8426433/0de7d6eb1a17/fimmu-12-724464-g005.jpg

相似文献

1
Predictive Value of Metabolic Parameters Derived From F-FDG PET/CT for Microsatellite Instability in Patients With Colorectal Carcinoma.基于 F-FDG PET/CT 的代谢参数对结直肠癌患者微卫星不稳定性的预测价值。
Front Immunol. 2021 Aug 26;12:724464. doi: 10.3389/fimmu.2021.724464. eCollection 2021.
2
Metabolic activity via F-FDG PET/CT is predictive of microsatellite instability status in colorectal cancer.通过 F-FDG PET/CT 检测的代谢活性可预测结直肠癌的微卫星不稳定性状态。
BMC Cancer. 2022 Jul 22;22(1):808. doi: 10.1186/s12885-022-09871-z.
3
Predictive value of intratumoral-metabolic heterogeneity derived from F-FDG PET/CT in distinguishing microsatellite instability status of colorectal carcinoma.F-FDG PET/CT衍生的肿瘤内代谢异质性在鉴别结直肠癌微卫星不稳定性状态中的预测价值
Front Oncol. 2023 Apr 27;13:1065744. doi: 10.3389/fonc.2023.1065744. eCollection 2023.
4
Does high [F]FDG uptake always mean poor prognosis? Colon cancer with high-level microsatellite instability is associated with high [F]FDG uptake on PET/CT.高[F]FDG 摄取是否总是意味着预后不良?高水平微卫星不稳定性的结肠癌与 PET/CT 上的高[F]FDG 摄取有关。
Eur Radiol. 2023 Nov;33(11):7450-7460. doi: 10.1007/s00330-023-09832-5. Epub 2023 Jun 20.
5
The correlation of F-FDG PET/CT metabolic parameters, clinicopathological factors, and prognosis in breast cancer.乳腺癌中 F-FDG PET/CT 代谢参数与临床病理因素及预后的相关性。
Clin Transl Oncol. 2021 Mar;23(3):620-627. doi: 10.1007/s12094-020-02457-w. Epub 2020 Jul 18.
6
Prognostic Value of Volumetric Parameters Measured by Pretreatment 18F FDG PET/CT in Patients With Cutaneous Malignant Melanoma.预处理 18F-FDG PET/CT 测量的容积参数对皮肤恶性黑色素瘤患者的预后价值。
Clin Nucl Med. 2016 Jun;41(6):e266-73. doi: 10.1097/RLU.0000000000001205.
7
Metabolic tumor volume derived from F-FDG PET/CT as a prognostic parameter for non-small cell lung cancer (NSCLC) patients.基于 F-FDG PET/CT 的代谢肿瘤体积作为非小细胞肺癌(NSCLC)患者的预后参数。
Hell J Nucl Med. 2022 Jan-Apr;25(1):63-70. doi: 10.1967/s002449912444.
8
Prognostic value of metabolic tumor volume and total lesion glycolysis from ¹⁸F-FDG PET/CT in lymph node metastases and risk stratification of endometrial carcinoma.¹⁸F-FDG PET/CT 代谢肿瘤体积和总肿瘤糖酵解与子宫内膜癌淋巴结转移及危险分层的预后价值。
J Gynecol Oncol. 2019 Nov;30(6):e89. doi: 10.3802/jgo.2019.30.e89.
9
Predictive value of 2-deoxy-2-fluorine-18-fluoro-D-glucose positron emission tomography/computed tomography parameters for MYCN amplification in high-risk neuroblastoma.2-脱氧-2-氟-18-氟-D-葡萄糖正电子发射断层扫描/计算机断层扫描参数对高危神经母细胞瘤中 MYCN 扩增的预测价值。
Eur J Radiol. 2024 Jan;170:111243. doi: 10.1016/j.ejrad.2023.111243. Epub 2023 Nov 28.
10
The prognostic value of F-FDG PET/CT prior to liver transplantation for nonresectable colorectal liver metastases.移植前行 F-FDG PET/CT 对不可切除结直肠癌肝转移的预后价值。
Eur J Nucl Med Mol Imaging. 2018 Feb;45(2):218-225. doi: 10.1007/s00259-017-3843-9. Epub 2017 Oct 12.

引用本文的文献

1
Predictive value of [F]FDG PET-derived parameters for microsatellite instability and prognosis in patients with colorectal cancer.[F]FDG PET衍生参数对结直肠癌患者微卫星不稳定性及预后的预测价值
Eur Radiol. 2025 Jun 12. doi: 10.1007/s00330-025-11732-9.
2
A radiogenomics study on F-FDG PET/CT in endometrial cancer by a novel deep learning segmentation algorithm.一项利用新型深度学习分割算法对子宫内膜癌进行的¹⁸F-FDG PET/CT放射基因组学研究。
BMC Cancer. 2025 Jun 5;25(1):1006. doi: 10.1186/s12885-025-14392-6.
3
PET-Assessed Metabolic Tumor Volume Across the Spectrum of Solid-Organ Malignancies: A Review of the Literature.

本文引用的文献

1
Development and validation of MRI-based deep learning models for prediction of microsatellite instability in rectal cancer.基于 MRI 的深度学习模型在预测直肠癌微卫星不稳定性中的开发和验证。
Cancer Med. 2021 Jun;10(12):4164-4173. doi: 10.1002/cam4.3957. Epub 2021 May 8.
2
Imaging-based Biomarkers for Predicting and Evaluating Cancer Immunotherapy Response.用于预测和评估癌症免疫治疗反应的基于成像的生物标志物
Radiol Imaging Cancer. 2019 Nov 29;1(2):e190031. doi: 10.1148/rycan.2019190031. eCollection 2019 Nov.
3
Retrospective analysis of the prognostic value of PD-L1 expression and F-FDG PET/CT metabolic parameters in colorectal cancer.
实体器官恶性肿瘤全谱系中PET评估的代谢肿瘤体积:文献综述
Biomedicines. 2025 Jan 7;13(1):123. doi: 10.3390/biomedicines13010123.
4
Does high [F]FDG uptake always mean poor prognosis? Colon cancer with high-level microsatellite instability is associated with high [F]FDG uptake on PET/CT.高[F]FDG 摄取是否总是意味着预后不良?高水平微卫星不稳定性的结肠癌与 PET/CT 上的高[F]FDG 摄取有关。
Eur Radiol. 2023 Nov;33(11):7450-7460. doi: 10.1007/s00330-023-09832-5. Epub 2023 Jun 20.
5
Predictive value of intratumoral-metabolic heterogeneity derived from F-FDG PET/CT in distinguishing microsatellite instability status of colorectal carcinoma.F-FDG PET/CT衍生的肿瘤内代谢异质性在鉴别结直肠癌微卫星不稳定性状态中的预测价值
Front Oncol. 2023 Apr 27;13:1065744. doi: 10.3389/fonc.2023.1065744. eCollection 2023.
6
Prediction of Microsatellite Instability in Colorectal Cancer Using a Machine Learning Model Based on PET/CT Radiomics.基于 PET/CT 影像组学的机器学习模型预测结直肠癌微卫星不稳定性。
Yonsei Med J. 2023 May;64(5):320-326. doi: 10.3349/ymj.2022.0548.
7
FAPI PET/CT in Diagnostic and Treatment Management of Colorectal Cancer: Review of Current Research Status.FAPI PET/CT在结直肠癌诊断与治疗管理中的应用:当前研究现状综述
J Clin Med. 2023 Jan 11;12(2):577. doi: 10.3390/jcm12020577.
8
Clinicopathological characteristics of high microsatellite instability/mismatch repair-deficient colorectal cancer: A narrative review.高微卫星不稳定性/错配修复缺陷型结直肠癌的临床病理特征:叙述性综述。
Front Immunol. 2022 Dec 23;13:1019582. doi: 10.3389/fimmu.2022.1019582. eCollection 2022.
9
Correlations among KRAS Mutation, Microsatellite Instability, and 18F-FDG Uptake in Colon Cancer.结直肠癌中 KRAS 基因突变、微卫星不稳定性与 18F-FDG 摄取的相关性。
Asian Pac J Cancer Prev. 2022 Oct 1;23(10):3501-3506. doi: 10.31557/APJCP.2022.23.10.3501.
10
Added value of quantitative, multiparametric 18F-FDG PET/MRI in the locoregional staging of rectal cancer.18F-FDG PET/MRI 定量多参数成像在直肠癌局部区域分期中的应用价值。
Eur J Nucl Med Mol Imaging. 2022 Dec;50(1):205-217. doi: 10.1007/s00259-022-05936-0. Epub 2022 Sep 5.
结直肠癌中PD-L1表达及F-FDG PET/CT代谢参数预后价值的回顾性分析
J Cancer. 2020 Feb 25;11(10):2864-2873. doi: 10.7150/jca.38689. eCollection 2020.
4
Immunotherapy, Inflammation and Colorectal Cancer.免疫疗法、炎症与结直肠癌
Cells. 2020 Mar 4;9(3):618. doi: 10.3390/cells9030618.
5
Prognosis of microsatellite instability and/or mismatch repair deficiency stage III colon cancer patients after disease recurrence following adjuvant treatment: results of an ACCENT pooled analysis of seven studies.辅助治疗后疾病复发的微卫星不稳定和/或错配修复缺陷 III 期结肠癌患者的预后:来自七个研究的 ACCENT 汇总分析的结果。
Ann Oncol. 2019 Sep 1;30(9):1466-1471. doi: 10.1093/annonc/mdz208.
6
The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer.单源双能 CT 成像在鉴别微卫星不稳定型与微卫星稳定型人结直肠癌中的价值。
Eur Radiol. 2019 Jul;29(7):3782-3790. doi: 10.1007/s00330-019-06144-5. Epub 2019 Mar 22.
7
Prognostic role of FDG PET-derived parameters in preoperative staging of endometrial cancer.18F-FDG PET衍生参数在子宫内膜癌术前分期中的预后作用
Rev Esp Med Nucl Imagen Mol (Engl Ed). 2019 Jan-Feb;38(1):3-9. doi: 10.1016/j.remn.2018.06.007. Epub 2018 Dec 17.
8
Survival after resection of colorectal liver metastases in octogenarians and sexagenarians compared to their respective age-matched national population.八旬和六旬老人结直肠癌肝转移切除术后的生存率与各自年龄匹配的全国人口的比较。
Hepatobiliary Surg Nutr. 2018 Aug;7(4):234-241. doi: 10.21037/hbsn.2017.09.03.
9
Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.全球癌症统计数据 2018:GLOBOCAN 对全球 185 个国家/地区 36 种癌症的发病率和死亡率的估计。
CA Cancer J Clin. 2018 Nov;68(6):394-424. doi: 10.3322/caac.21492. Epub 2018 Sep 12.
10
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study.一种基于放射组学的方法来评估肿瘤浸润 CD8 细胞与抗 PD-1 或抗 PD-L1 免疫治疗反应的关系:一项影像学生物标志物、回顾性多队列研究。
Lancet Oncol. 2018 Sep;19(9):1180-1191. doi: 10.1016/S1470-2045(18)30413-3. Epub 2018 Aug 14.