• 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

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

Predictive value of intratumoral-metabolic heterogeneity derived from F-FDG PET/CT in distinguishing microsatellite instability status of colorectal carcinoma.

作者信息

Zhang Li, Liu Yu, Ding Ying, Deng Yinqian, Chen Huanyu, Hu Fan, Fan Jun, Lan Xiaoli, Cao Wei

机构信息

Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Hubei Key Laboratory of Molecular Imaging, Wuhan, China.

出版信息

Front Oncol. 2023 Apr 27;13:1065744. doi: 10.3389/fonc.2023.1065744. eCollection 2023.

DOI:10.3389/fonc.2023.1065744
PMID:37182124
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10173881/
Abstract

PURPOSE/BACKGROUND: Microsatellite instability (MSI) status is a significant biomarker for the response to immune checkpoint inhibitors, response to 5-fluorouracil-based adjuvant chemotherapy, and prognosis in colorectal carcinoma (CRC). This study investigated the predictive value of intratumoral-metabolic heterogeneity (IMH) and conventional metabolic parameters derived from F-FDG PET/CT for MSI in patients with stage I-III CRC.

METHODS

This study was a retrospective analysis of 152 CRC patients with pathologically proven MSI who underwent F-FDG PET/CT examination from January 2016 to May 2022. Intratumoral-metabolic heterogeneity (including heterogeneity index [HI] and heterogeneity factor [HF]) and conventional metabolic parameters (standardized uptake value [SUV], metabolic tumor volume [MTV], and total lesion glycolysis [TLG]) of the primary lesions were determined. MTV and SUV were calculated on the basis of the percentage threshold of SUVs at 30%-70%. TLG, HI, and HF were obtained on the basis of the above corresponding thresholds. MSI was determined by immunohistochemical evaluation. Differences in clinicopathologic and various metabolic parameters between MSI-High (MSI-H) and microsatellite stability (MSS) groups were assessed. Potential risk factors for MSI were assessed by logistic regression analyses and used for construction of the mathematical model. Area under the curve (AUC) were used to evaluate the predictive ability of factors for MSI.

RESULTS

This study included 88 patients with CRC in stages I-III, including 19 (21.6%) patients with MSI-H and 69 (78.4%) patients with MSS. Poor differentiation, mucinous component, and various metabolic parameters including MTV, MTV, MTV, and MTV, as well as HI, HI, HI, and HF in the MSI-H group were significantly higher than those in the MSS group (all < 0.05). In multivariate logistic regression analyses, post-standardized HI by Z-score ( = 0.037, OR: 2.107) and mucinous component ( < 0.001, OR:11.394) were independently correlated with MSI. AUC of HI and our model of the HI + mucinous component was 0.685 and 0.850, respectively ( = 0.019), and the AUC of HI in predicting the mucinous component was 0.663.

CONCLUSIONS

Intratumoral-metabolic heterogeneity derived from F-FDG PET/CT was higher in MSI-H CRC and predicted MSI in stage I-III CRC patients preoperatively. HI and mucinous component were independent risk factors for MSI. These findings provide new methods to predict the MSI and mucinous component for patients with CRC.

摘要

目的/背景:微卫星不稳定性(MSI)状态是结直肠癌(CRC)中免疫检查点抑制剂反应、基于5-氟尿嘧啶的辅助化疗反应及预后的重要生物标志物。本研究探讨了瘤内代谢异质性(IMH)及源自F-FDG PET/CT的传统代谢参数对I-III期CRC患者MSI的预测价值。

方法

本研究对2016年1月至2022年5月期间接受F-FDG PET/CT检查且病理证实为MSI的152例CRC患者进行回顾性分析。测定原发灶的瘤内代谢异质性(包括异质性指数[HI]和异质性因子[HF])及传统代谢参数(标准化摄取值[SUV]、代谢肿瘤体积[MTV]和总病灶糖酵解[TLG])。MTV和SUV基于SUV在30%-70%时的百分比阈值进行计算。TLG、HI和HF基于上述相应阈值获得。MSI通过免疫组化评估确定。评估MSI-High(MSI-H)组和微卫星稳定(MSS)组之间临床病理及各种代谢参数的差异。通过逻辑回归分析评估MSI的潜在危险因素,并用于构建数学模型。曲线下面积(AUC)用于评估MSI相关因素的预测能力。

结果

本研究纳入88例I-III期CRC患者,其中19例(21.6%)为MSI-H,69例(78.4%)为MSS。MSI-H组中,低分化、黏液成分以及包括MTV、MTV、MTV和MTV等各种代谢参数,以及HI、HI、HI和HF均显著高于MSS组(均P<0.05)。在多因素逻辑回归分析中,经Z评分标准化后的HI(P = 0.037,OR:2.107)和黏液成分(P<0.001,OR:11.394)与MSI独立相关。HI及HI+黏液成分模型的AUC分别为0.685和0.850(P = 0.019),HI预测黏液成分的AUC为0.663。

结论

源自F-FDG PET/CT的瘤内代谢异质性在MSI-H CRC中更高,并可在术前预测I-III期CRC患者的MSI。HI和黏液成分是MSI的独立危险因素。这些发现为CRC患者预测MSI和黏液成分提供了新方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/abbd23ee68b1/fonc-13-1065744-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/d3e3fac70e52/fonc-13-1065744-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/aecbd2ea6c78/fonc-13-1065744-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/e69c8077047d/fonc-13-1065744-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/0e6bc78026db/fonc-13-1065744-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/abbd23ee68b1/fonc-13-1065744-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/d3e3fac70e52/fonc-13-1065744-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/aecbd2ea6c78/fonc-13-1065744-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/e69c8077047d/fonc-13-1065744-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/0e6bc78026db/fonc-13-1065744-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4d8/10173881/abbd23ee68b1/fonc-13-1065744-g005.jpg

相似文献

1
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.
2
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.
3
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.
4
Correlation between F-FDG PET/CT intra-tumor metabolic heterogeneity parameters and KRAS mutation in colorectal cancer.结直肠癌 F-FDG PET/CT 肿瘤内代谢异质性参数与 KRAS 突变的相关性。
Abdom Radiol (NY). 2022 Apr;47(4):1255-1264. doi: 10.1007/s00261-022-03432-5. Epub 2022 Feb 9.
5
Establishment and validation of a nomogram with intratumoral heterogeneity derived from F-FDG PET/CT for predicting individual conditional risk of 5-year recurrence before initial treatment of nasopharyngeal carcinoma.建立并验证了一种基于 F-FDG PET/CT 肿瘤内异质性的列线图,用于预测鼻咽癌初始治疗前 5 年个体复发的条件风险。
BMC Cancer. 2020 Jan 15;20(1):37. doi: 10.1186/s12885-020-6520-5.
6
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.
7
Heterogeneity index evaluated by slope of linear regression on F-FDG PET/CT as a prognostic marker for predicting tumor recurrence in pancreatic ductal adenocarcinoma.基于 F-FDG PET/CT 的线性回归斜率评估的异质性指数作为预测胰腺导管腺癌肿瘤复发的预后标志物。
Eur J Nucl Med Mol Imaging. 2017 Nov;44(12):1995-2003. doi: 10.1007/s00259-017-3755-8. Epub 2017 Jun 20.
8
Prognostic Value of Intratumor Metabolic Heterogeneity Parameters on F-FDG PET/CT for Patients with Colorectal Cancer.肿瘤内代谢异质性参数对结直肠癌患者 F-FDG PET/CT 的预后价值。
Contrast Media Mol Imaging. 2022 Jan 30;2022:2586245. doi: 10.1155/2022/2586245. eCollection 2022.
9
Predictive value of intratumor metabolic and heterogeneity parameters on [F]FDG PET/CT for EGFR mutations in patients with lung adenocarcinoma.[F]FDG PET/CT检查中肿瘤内代谢及异质性参数对肺腺癌患者表皮生长因子受体(EGFR)突变的预测价值
Jpn J Radiol. 2023 Feb;41(2):209-218. doi: 10.1007/s11604-022-01347-1. Epub 2022 Oct 11.
10
Determination of regional lymph node status using (18)F-FDG PET/CT parameters in oesophageal cancer patients: comparison of SUV, volumetric parameters and intratumoral heterogeneity.利用(18)F-FDG PET/CT参数测定食管癌患者区域淋巴结状态:SUV、体积参数及肿瘤内异质性的比较
Br J Radiol. 2016;89(1058):20150673. doi: 10.1259/bjr.20150673. Epub 2015 Nov 26.

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
Elevated F-FDG accumulation in a malignant epithelioid angiomyolipoma: a case report and review of literature.恶性上皮样血管平滑肌脂肪瘤中F-FDG摄取增高:一例报告并文献复习
Front Oncol. 2025 Apr 16;15:1555092. doi: 10.3389/fonc.2025.1555092. eCollection 2025.
3
The predictive power of baseline metabolic and volumetric [F]FDG PET parameters with different thresholds for early therapy failure and mortality risk in DLBCL patients undergoing CAR-T-cell therapy.

本文引用的文献

1
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.
2
TIGIT Induces (CD3+) T Cell Dysfunction in Colorectal Cancer by Inhibiting Glucose Metabolism.TIGIT 通过抑制葡萄糖代谢诱导结直肠癌(CD3+)T 细胞功能障碍。
Front Immunol. 2021 Sep 29;12:688961. doi: 10.3389/fimmu.2021.688961. eCollection 2021.
3
Intratumor heterogeneity: the hidden barrier to immunotherapy against MSI tumors from the perspective of IFN-γ signaling and tumor-infiltrating lymphocytes.
在接受CAR-T细胞治疗的弥漫性大B细胞淋巴瘤(DLBCL)患者中,具有不同阈值的基线代谢和体积[F]FDG PET参数对早期治疗失败和死亡风险的预测能力。
Eur J Radiol Open. 2024 Dec 17;14:100619. doi: 10.1016/j.ejro.2024.100619. eCollection 2025 Jun.
4
Detection and characterization of colorectal cancer by autofluorescence lifetime imaging on surgical specimens.利用手术标本的自体荧光寿命成像技术检测和特征分析结直肠癌。
Sci Rep. 2024 Oct 19;14(1):24575. doi: 10.1038/s41598-024-74224-8.
5
Insights into metabolic heterogeneity of colorectal cancer gained from fluorescence lifetime imaging.从荧光寿命成像中获得的结直肠癌代谢异质性的见解。
Elife. 2024 Aug 28;13:RP94438. doi: 10.7554/eLife.94438.
肿瘤内异质性:从 IFN-γ 信号和肿瘤浸润淋巴细胞角度看 MSI 肿瘤免疫治疗的隐藏障碍。
J Hematol Oncol. 2021 Oct 7;14(1):160. doi: 10.1186/s13045-021-01166-3.
4
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.
5
Quantitative Prediction of Microsatellite Instability in Colorectal Cancer With Preoperative PET/CT-Based Radiomics.基于术前PET/CT的影像组学对结直肠癌微卫星不稳定性的定量预测
Front Oncol. 2021 Jul 22;11:702055. doi: 10.3389/fonc.2021.702055. eCollection 2021.
6
Pretreatment F-FDG PET/CT Imaging Predicts the KRAS/NRAS/BRAF Gene Mutational Status in Colorectal Cancer.治疗前F-FDG PET/CT成像可预测结直肠癌的KRAS/NRAS/BRAF基因变异状态。
J Oncol. 2021 Jun 18;2021:6687291. doi: 10.1155/2021/6687291. eCollection 2021.
7
Insulin-Like Growth Factor 1 (IGF-1) Signaling in Glucose Metabolism in Colorectal Cancer.胰岛素样生长因子 1(IGF-1)在结直肠癌葡萄糖代谢中的信号转导。
Int J Mol Sci. 2021 Jun 16;22(12):6434. doi: 10.3390/ijms22126434.
8
Mucin in cancer: a stealth cloak for cancer cells.黏蛋白在癌症中的作用:癌细胞的隐形斗篷。
BMB Rep. 2021 Jul;54(7):344-355. doi: 10.5483/BMBRep.2021.54.7.064.
9
High density of cytotoxic T-lymphocytes is linked to tumoral PD-L1 expression regardless of the mismatch repair status in colorectal cancer.在结直肠癌中,无论错配修复状态如何,高细胞毒性 T 淋巴细胞密度与肿瘤 PD-L1 表达相关。
Acta Oncol. 2021 Sep;60(9):1210-1217. doi: 10.1080/0284186X.2021.1933585. Epub 2021 Jun 5.
10
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.