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[F]FDG PET-CT影像组学参数对转移性结直肠癌患者KRAS/BRAF/EGFR基因突变的预测作用

Predictive role of [F]FDG PET-CT radiomic parameters for KRAS/BRAF/EGFR mutations in metastatic colorectal cancer patients.

作者信息

Ali Magdi A, Zahra Omar Shebl, Morsi Mohmed I, El Safwany Mohamed M, El Feky Shaymaa Essam

机构信息

Faculty of Health Sciences, Gulf Medical University, Ajman, United Arab Emirates.

Radiation Sciences Department, Medical Research Institute, University of Alexandria, Alexandria, Egypt.

出版信息

EJNMMI Rep. 2024 Dec 26;8(1):42. doi: 10.1186/s41824-024-00233-5.

Abstract

OBJECTIVES

The objective of this study was to evaluate the predictive value of F-fluorodeoxyglucose [F]FDG positron emission tomography (PET-CT) radiomic parameters in relation to KRAS/BRAF/EGFR mutations in patients with metastatic colorectal cancer (mCRC).

METHODS

Blood samples were collected from 90 mCRC patients to assess KRAS G13V, BRAF V600E, and EGFR exon 20 mutations. [F]FDG PET-CT scans were performed, and radiomic parameters, including the SUV max, max TBR, total MTV, and total TLG, were calculated and correlated with different genotypes and haplotypes of the aforementioned mutations.

RESULTS

The SUV max, TLG, and TBR were significantly greater in patients with the KRAS G13V and BRAF V600E mutations than in patients with the wild-type genotype. The SUVmax was also significantly greater in patients with EGFR exon 20 mutations. Haplotype analysis revealed that the SUVmax was significantly greater in patients with KRAS/BRAF/EGFR mutations than in other patients, with a specificity of 68.18% and sensitivity of 65.28%.

CONCLUSION

The results suggest that [F] FDG PET-CT radiomic parameters, particularly the SUV max, have the potential to serve as noninvasive tools for predicting the KRAS/BRAF/EGFR mutation status in mCRC patients.

摘要

目的

本研究的目的是评估18F-氟脱氧葡萄糖[18F]FDG正电子发射断层扫描(PET-CT)影像组学参数对转移性结直肠癌(mCRC)患者KRAS/BRAF/EGFR突变的预测价值。

方法

收集90例mCRC患者的血样,以评估KRAS G13V、BRAF V600E和EGFR第20外显子突变情况。进行[18F]FDG PET-CT扫描,计算包括SUV最大值、最大肿瘤代谢比(TBR)、总代谢肿瘤体积(MTV)和总肿瘤糖酵解(TLG)在内的影像组学参数,并将其与上述突变的不同基因型和单倍型进行关联分析。

结果

KRAS G13V和BRAF V600E突变患者的SUV最大值、TLG和TBR显著高于野生型基因型患者。EGFR第20外显子突变患者的SUV最大值也显著更高。单倍型分析显示,KRAS/BRAF/EGFR突变患者的SUV最大值显著高于其他患者,特异性为68.18%,敏感性为65.28%。

结论

结果表明,[18F]FDG PET-CT影像组学参数,尤其是SUV最大值,有可能作为预测mCRC患者KRAS/BRAF/EGFR突变状态的非侵入性工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab9e/11669641/141e71d117fe/41824_2024_233_Fig1_HTML.jpg

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