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新冠康复研究中¹⁸F-FDG递送与代谢的全身多参数PET定量分析

Total-Body Multiparametric PET Quantification of F-FDG Delivery and Metabolism in the Study of COVID-19 Recovery.

作者信息

Wang Yiran, Nardo Lorenzo, Spencer Benjamin A, Abdelhafez Yasser G, Li Elizabeth J, Omidvari Negar, Chaudhari Abhijit J, Badawi Ramsey D, Jones Terry, Cherry Simon R, Wang Guobao

机构信息

Department of Radiology, University of California Davis Medical Center.

Department of Biomedical Engineering, University of California, Davis.

出版信息

medRxiv. 2023 Mar 30:2023.03.26.23287673. doi: 10.1101/2023.03.26.23287673.

Abstract

UNLABELLED

Conventional whole-body F-FDG PET imaging provides a semi-quantitative evaluation of overall glucose metabolism without gaining insight into the specific transport and metabolic steps. Here we demonstrate the ability of total-body multiparametric F-FDG PET to quantitatively evaluate glucose metabolism using macroparametric quantification and assess specific glucose delivery and phosphorylation processes using microparametric quantification for studying recovery from coronavirus disease 2019 (COVID-19).

METHODS

The study included thirteen healthy subjects and twelve recovering COVID-19 subjects within eight weeks of confirmed diagnosis. Each subject had a dynamic F-FDG scan on the uEXPLORER total-body PET/CT system for one hour. Semiquantitative standardized uptake value (SUV) and SUV ratio relative to blood (SUVR) were calculated for regions of interest (ROIs) in different organs to measure glucose utilization. Tracer kinetic modeling was performed to quantify microparametric rate constants and that characterize F-FDG blood-to-tissue delivery and intracellular phosphorylation, respectively, and a macroparameter that represents F-FDG net influx rate. Statistical tests were performed to examine differences between the healthy controls and recovering COVID-19 subjects. Impact of COVID-19 vaccination was investigated. We further generated parametric images to confirm the ROI-based analysis.

RESULTS

We detected no significant difference in lung SUV but significantly higher lung SUVR and in the recovering COVID-19 subjects, indicating an improved sensitivity of kinetic quantification for detecting the difference in glucose metabolism. A significant difference was also observed in the lungs with the phosphorylation rate , but not with the delivery rate , which suggests it is glucose phosphorylation, not glucose delivery, that drives the observed difference of glucose metabolism in the lungs. Meanwhile, there was no or little difference in bone marrow metabolism measured with SUV, SUVR and , but a significant increase in bone-marrow F-FDG delivery rate in the COVID-19 group ( < 0.05), revealing a difference of glucose delivery in this immune-related organ. The observed differences were lower or similar in vaccinated COVID-19 subjects as compared to unvaccinated ones. The organ ROI-based findings were further supported by parametric images.

CONCLUSIONS

Higher lung glucose metabolism and bone-marrow glucose delivery were observed with total-body multiparametric F-FDG PET in recovering COVID-19 subjects as compared to healthy subjects, which suggests continued inflammation due to COVID-19 during the early stages of recovery. Total-body multiparametric PET of F-FDG delivery and metabolism can provide a more sensitive tool and more insights than conventional static whole-body F-FDG imaging to evaluate metabolic changes in systemic diseases such as COVID-19.

摘要

未标注

传统的全身¹⁸F-FDG PET成像可对整体葡萄糖代谢进行半定量评估,但无法深入了解具体的转运和代谢步骤。在此,我们展示了全身多参数¹⁸F-FDG PET利用宏观参数定量来定量评估葡萄糖代谢的能力,并使用微观参数定量来评估特定的葡萄糖递送和磷酸化过程,以研究2019冠状病毒病(COVID-19)的恢复情况。

方法

该研究纳入了13名健康受试者和12名确诊后8周内康复的COVID-19受试者。每位受试者在uEXPLORER全身PET/CT系统上进行了1小时的动态¹⁸F-FDG扫描。计算不同器官感兴趣区(ROI)的半定量标准化摄取值(SUV)和相对于血液的SUV比值(SUVR),以测量葡萄糖利用情况。进行示踪剂动力学建模,以分别量化表征¹⁸F-FDG从血液到组织递送和细胞内磷酸化的微观参数速率常数k₁和kₚ,以及代表¹⁸F-FDG净流入速率的宏观参数Kₑ。进行统计检验以检查健康对照组和康复的COVID-19受试者之间的差异。研究了COVID-19疫苗接种的影响。我们还生成了参数图像以确认基于ROI的分析。

结果

我们发现康复的COVID-19受试者的肺部SUV无显著差异,但肺部SUVR和Kₑ显著更高,这表明动力学定量在检测葡萄糖代谢差异方面具有更高的敏感性。在肺部还观察到磷酸化速率kₚ存在显著差异,但递送速率k₁没有差异,这表明驱动观察到的肺部葡萄糖代谢差异的是葡萄糖磷酸化,而非葡萄糖递送。同时,用SUV、SUVR和Kₑ测量的骨髓代谢无差异或差异很小,但COVID-19组的骨髓¹⁸F-FDG递送速率k₁显著增加(P<0.05),揭示了这个免疫相关器官中葡萄糖递送的差异。与未接种疫苗的COVID-19受试者相比,接种疫苗的受试者观察到的差异更低或相似。基于器官ROI的发现得到了参数图像的进一步支持。

结论

与健康受试者相比,在康复的COVID-19受试者中,全身多参数¹⁸F-FDG PET观察到更高的肺部葡萄糖代谢和骨髓葡萄糖递送,这表明在恢复的早期阶段,COVID-19导致炎症持续存在。¹⁸F-FDG递送和代谢的全身多参数PET可以提供比传统静态全身¹⁸F-FDG成像更敏感的工具和更多见解,以评估COVID-19等全身性疾病的代谢变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/84c1/10081414/7b9612e6756e/nihpp-2023.03.26.23287673v1-f0002.jpg

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