Marina C Ruppert-Junck, Vanessa Heinecke, Damiano Librizzi, Kenan Steidel, Maya Beckersjürgen, Frederik A Verburg, Tino Schurrat, Markus Luster, Hans-Helge Müller, Lars Timmermann, Carsten Eggers, David Pedrosa
{"title":"基于葡萄糖动态的连接性揭示了帕金森病患者在受试者层面上夸张的感觉运动网络耦合。","authors":"Marina C Ruppert-Junck, Vanessa Heinecke, Damiano Librizzi, Kenan Steidel, Maya Beckersjürgen, Frederik A Verburg, Tino Schurrat, Markus Luster, Hans-Helge Müller, Lars Timmermann, Carsten Eggers, David Pedrosa","doi":"10.1007/s00259-024-06796-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>While fMRI provides information on the temporal changes in blood oxygenation, 2- [18F]fluoro-2-deoxy-D-glucose ([<sup>18</sup>F]FDG)-PET has traditionally offered a static snapshot of brain glucose consumption. As a result, studies investigating metabolic brain networks as potential biomarkers for neurodegeneration have primarily been conducted at the group level. However, recent pioneering studies introduced time-resolved [<sup>18</sup>F]FDG-PET with constant infusion, which enables metabolic connectivity studies at the individual level.</p><p><strong>Methods: </strong>In the current study, this technique was employed to explore Parkinson's disease (PD)-related alterations in individual metabolic connectivity, in comparison to inter-subject measures and hemodynamic connectivity. Fifteen PD patients and 14 healthy controls with comparable cognition underwent sequential resting-state dynamic PET with constant infusion and functional MRI. Intrinsic networks were identified by independent component analysis and interregional connectivity calculated for summed static PET images, PET time series and functional MRI.</p><p><strong>Results: </strong>Our findings revealed an intrinsic sensorimotor network in PD patients that has not been previously observed to this extent. In PD, a significantly higher number of connections in cortical motor areas was observed compared to elderly control subjects, as indicated by both static PET and functional MRI (p<sub>Bonferroni-Holm</sub> = 0.027), as well as constant infusion PET and functional MRI connectomes (p<sub>Bonferroni-Holm</sub> = 0.012). This intensified coupling was associated with disease severity (ρ = 0.56, p = 0.036).</p><p><strong>Conclusion: </strong>Metabolic connectivity, as revealed by both static and dynamic PET, provides unique information on metabolic network activity. Subject-level metabolic connectivity based on constant infusion PET may serve as a potential marker for the metabolic network signature in neurodegeneration.</p>","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":null,"pages":null},"PeriodicalIF":8.6000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11445336/pdf/","citationCount":"0","resultStr":"{\"title\":\"Connectivity based on glucose dynamics reveals exaggerated sensorimotor network coupling on subject-level in Parkinson's disease.\",\"authors\":\"Marina C Ruppert-Junck, Vanessa Heinecke, Damiano Librizzi, Kenan Steidel, Maya Beckersjürgen, Frederik A Verburg, Tino Schurrat, Markus Luster, Hans-Helge Müller, Lars Timmermann, Carsten Eggers, David Pedrosa\",\"doi\":\"10.1007/s00259-024-06796-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>While fMRI provides information on the temporal changes in blood oxygenation, 2- [18F]fluoro-2-deoxy-D-glucose ([<sup>18</sup>F]FDG)-PET has traditionally offered a static snapshot of brain glucose consumption. As a result, studies investigating metabolic brain networks as potential biomarkers for neurodegeneration have primarily been conducted at the group level. However, recent pioneering studies introduced time-resolved [<sup>18</sup>F]FDG-PET with constant infusion, which enables metabolic connectivity studies at the individual level.</p><p><strong>Methods: </strong>In the current study, this technique was employed to explore Parkinson's disease (PD)-related alterations in individual metabolic connectivity, in comparison to inter-subject measures and hemodynamic connectivity. Fifteen PD patients and 14 healthy controls with comparable cognition underwent sequential resting-state dynamic PET with constant infusion and functional MRI. Intrinsic networks were identified by independent component analysis and interregional connectivity calculated for summed static PET images, PET time series and functional MRI.</p><p><strong>Results: </strong>Our findings revealed an intrinsic sensorimotor network in PD patients that has not been previously observed to this extent. In PD, a significantly higher number of connections in cortical motor areas was observed compared to elderly control subjects, as indicated by both static PET and functional MRI (p<sub>Bonferroni-Holm</sub> = 0.027), as well as constant infusion PET and functional MRI connectomes (p<sub>Bonferroni-Holm</sub> = 0.012). This intensified coupling was associated with disease severity (ρ = 0.56, p = 0.036).</p><p><strong>Conclusion: </strong>Metabolic connectivity, as revealed by both static and dynamic PET, provides unique information on metabolic network activity. Subject-level metabolic connectivity based on constant infusion PET may serve as a potential marker for the metabolic network signature in neurodegeneration.</p>\",\"PeriodicalId\":11909,\"journal\":{\"name\":\"European Journal of Nuclear Medicine and Molecular Imaging\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":8.6000,\"publicationDate\":\"2024-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11445336/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Nuclear Medicine and Molecular Imaging\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s00259-024-06796-6\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/6/17 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Nuclear Medicine and Molecular Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00259-024-06796-6","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/6/17 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
目的:fMRI 可提供血氧饱和度的时间变化信息,而 2- [18F]fluoro-2-deoxy-D-glucose ([18F]FDG)-PET 传统上提供的是脑葡萄糖消耗的静态快照。因此,将脑代谢网络作为神经退行性变潜在生物标志物的研究主要是在群体水平上进行的。然而,最近的开创性研究引入了持续输注的时间分辨[18F]FDG-PET,从而实现了个体水平的代谢连接研究:在当前的研究中,该技术被用于探索与帕金森病(PD)相关的个体代谢连通性改变,并与受试者间的测量和血液动力学连通性进行比较。15 名帕金森病患者和 14 名认知能力相当的健康对照者接受了连续静息态动态 PET 持续输注和功能磁共振成像检查。通过独立成分分析确定了内在网络,并计算了静态 PET 图像、PET 时间序列和功能 MRI 的区域间连通性总和:我们的研究结果发现了帕金森病患者的内在感觉运动网络,这是以前从未观察到的。静态 PET 和功能 MRI(pBonferroni-Holm = 0.027)以及恒定输注 PET 和功能 MRI 连接组(pBonferroni-Holm = 0.012)均显示,与老年对照组相比,帕金森病患者皮层运动区的连接数量明显增加。这种耦合的加强与疾病的严重程度有关(ρ = 0.56,p = 0.036):静态和动态 PET 揭示的代谢连通性提供了代谢网络活动的独特信息。基于恒定输注 PET 的受试者水平代谢连通性可作为神经变性代谢网络特征的潜在标记。
Connectivity based on glucose dynamics reveals exaggerated sensorimotor network coupling on subject-level in Parkinson's disease.
Purpose: While fMRI provides information on the temporal changes in blood oxygenation, 2- [18F]fluoro-2-deoxy-D-glucose ([18F]FDG)-PET has traditionally offered a static snapshot of brain glucose consumption. As a result, studies investigating metabolic brain networks as potential biomarkers for neurodegeneration have primarily been conducted at the group level. However, recent pioneering studies introduced time-resolved [18F]FDG-PET with constant infusion, which enables metabolic connectivity studies at the individual level.
Methods: In the current study, this technique was employed to explore Parkinson's disease (PD)-related alterations in individual metabolic connectivity, in comparison to inter-subject measures and hemodynamic connectivity. Fifteen PD patients and 14 healthy controls with comparable cognition underwent sequential resting-state dynamic PET with constant infusion and functional MRI. Intrinsic networks were identified by independent component analysis and interregional connectivity calculated for summed static PET images, PET time series and functional MRI.
Results: Our findings revealed an intrinsic sensorimotor network in PD patients that has not been previously observed to this extent. In PD, a significantly higher number of connections in cortical motor areas was observed compared to elderly control subjects, as indicated by both static PET and functional MRI (pBonferroni-Holm = 0.027), as well as constant infusion PET and functional MRI connectomes (pBonferroni-Holm = 0.012). This intensified coupling was associated with disease severity (ρ = 0.56, p = 0.036).
Conclusion: Metabolic connectivity, as revealed by both static and dynamic PET, provides unique information on metabolic network activity. Subject-level metabolic connectivity based on constant infusion PET may serve as a potential marker for the metabolic network signature in neurodegeneration.
期刊介绍:
The European Journal of Nuclear Medicine and Molecular Imaging serves as a platform for the exchange of clinical and scientific information within nuclear medicine and related professions. It welcomes international submissions from professionals involved in the functional, metabolic, and molecular investigation of diseases. The journal's coverage spans physics, dosimetry, radiation biology, radiochemistry, and pharmacy, providing high-quality peer review by experts in the field. Known for highly cited and downloaded articles, it ensures global visibility for research work and is part of the EJNMMI journal family.