Molekulare Bildgebung in der Diagnostik von Demenzen

2013 ◽  
Vol 32 (10) ◽  
pp. 725-732
Author(s):  
J. Kurth ◽  
I. Kilimann ◽  
B. J. Krause ◽  
S. Teipel

ZusammenfassungDurch die Entwicklung molekularer Marker der zerebralen Amyloidablagerung in vivo hat die Positronenemissionstomografie (PET) eine zentrale Rolle für die Definition präklinischer und prädemenzieller Stadien der Alzheimer Krankheit erlangt. Darüber hinaus haben länger etablierte nuklearmedizinische Marker eine wichtige Funktion bei der Differenzial- und Frühdiagnose demenzieller Erkrankungen. Untersuchungen mit FDG-PET zeigen typische Muster eines kortikalen Hypo metabolismus, der die Ausprägung kognitiver Defizite in klinischen Verlauf prädiziert und eine hohe diagnostische Trennschärfe zwischen Frühstadien einer Alzheimer Krankheit und einer Erkrankung aus dem Formenkreis der frontotemporalen Lobärdegenerationen aufweist. Dopamin-PET, Dopamintransporter-SPECT und Dopaminrezeptor-Tracer für PET und SPET sind frühe Indikatoren einer extrapyramidalmotorischen Beteiligung beim Parkinson-Syndrom. Der Beitrag erläutert die technischen Grundlagen der Verfahren und wesentliche klinische Befunde sowie diagnostische Anwendungen aus monozentrischen und multizentrischen Studien für die Früh und Prädemenzdiagnostik. Besonderes Gewicht legen wir auf die klinische Frage, die ein molekularer Marker beantworten kann, und die methodischen und heuristischen Grenzen der Verfahren, die insbesondere gegen einen unkritischen Einsatz der demnächst klinisch verfügbaren Amyloid-PET-Tracer für das Screenen asymptomatischer Personen außerhalb klinischer Studien sprechen.

Author(s):  
L. Ruffini ◽  
F. Lauretani ◽  
M. Scarlattei ◽  
A. Ticinesi ◽  
T. Meschi ◽  
...  

A significant progress has been made in the understanding of the neurobiology of Alzheimer’s disease. The post-mortem studies are the gold standard for a correct histopathological diagnosis, contributing to clarify the correlation with cognitive, behavioral and extra-cognitive domains. However, the relationship between pathological staging and clinical involvement remains challenging. Neuroimaging, including positron emission tomography (PET) and magnetic resonance, could help to bridge the gap by providing in vivo information about disease staging. In the last decade, advances in the sensitivity of neuroimaging techniques have been described, in order to accurately distinguish AD from other causes of dementia. Fluorodeoxyglucose-traced PET (FDG-PET) is able to measure cerebral metabolic rates of glucose, a proxy for neuronal activity, theoretically allowing detection of AD. Many studies have shown that this technique could be used in early AD, where reduced metabolic activity correlates with disease progression and predicts histopathological diagnosis. More recently, molecular imaging has made possible to detect brain deposition of histopathology-confirmed neuritic β-amyloid plaques (Aβ) using PET. Although Aβ plaques are one of the defining pathological features of AD, elevated levels of Aβ can be detected with this technique also in older individuals without dementia. This raises doubts on the utility of Aβ PET to identify persons at high risk of developing AD. In the present case-series, we sought to combine metabolic information (from FDG-PET) and amyloid plaque load (from Aβ PET) in order to correctly distinguish AD from other forms of dementia. By selecting patients with Aβ PET + / FDG-PET + and Aβ PET – / FDG-PET +, we propose an integrated algorithm of clinical and molecular imaging information to better define type of dementia in older persons.


2019 ◽  
Vol 47 (8) ◽  
pp. 1971-1983 ◽  
Author(s):  
Jun Pyo Kim ◽  
Jeonghun Kim ◽  
Yeshin Kim ◽  
Seung Hwan Moon ◽  
Yu Hyun Park ◽  
...  

Abstract Purpose We developed a machine learning–based classifier for in vivo amyloid positron emission tomography (PET) staging, quantified cortical uptake of the PET tracer by using a machine learning method, and investigated the impact of these amyloid PET parameters on clinical and structural outcomes. Methods A total of 337 18F-florbetaben PET scans obtained at Samsung Medical Center were assessed. We defined a feature vector representing the change in PET tracer uptake from grey to white matter. Using support vector machine (SVM) regression and SVM classification, we quantified the cortical uptake as predicted regional cortical tracer uptake (pRCTU) and categorised the scans as positive and negative. Positive scans were further classified into two stages according to the striatal uptake. We compared outcome parameters among stages and further assessed the association between the pRCTU and outcome variables. Finally, we performed path analysis to determine mediation effects between PET variables. Results The classification accuracy was 97.3% for cortical amyloid positivity and 91.1% for striatal positivity. The left frontal and precuneus/posterior cingulate regions, as well as the anterior portion of the striatum, were important in determination of stages. The clinical scores and magnetic resonance imaging parameters showed negative associations with PET stage. However, except for the hippocampal volume, most outcomes were associated with the stage through the complete mediation effect of pRCTU. Conclusion Using a machine learning algorithm, we achieved high accuracy for in vivo amyloid PET staging. The in vivo amyloid stage was associated with cognitive function and cerebral atrophy mostly through the mediation effect of cortical amyloid.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 5542-5542
Author(s):  
Nicola Giuliani ◽  
Silvia Valtorta ◽  
Martina Chiu ◽  
Denise Toscani ◽  
Andrea Sartori ◽  
...  

High glycolitic activity of multiple myeloma (MM) cells is the rationale for the use of Positron Emission Tomography (PET) with 18F-fluorodeoxyglucose ([18F]FDG) to detect both medullary and extramedullary disease. However, FDG-PET has some limitations, since there is a good portion of MM patients who are false-negative. Besides enhanced glycolysis, glutamine (Gln) addiction has been recently described as a metabolic feature of MM by our group. To sustain high Gln demand, MM cells increase the expression of several Gln transporters (ASCT2, SNAT1, LAT1) and are endowed with fast Gln uptake. Yet, at variance with other Gln-addicted cancers, the possible exploitation of Gln as a PET tracer in MM has never been assessed and was investigated in this study. To this purpose, we have firstly synthesized enantiopure (2S,4R)-4-Fluoroglutamine (4-FGln) and validated it as a Gln analogue in human MM cell lines (RPMI8226 and JJN3) comparing its uptake with that of 3H-labelled Gln. The intracellular levels of 4-FGln were determined by HPLC-MS/MS employing a HILIC gradient separation and multiple reaction monitoring (MRM) detection. Both Gln and 4-FGln were actively accumulated by MM cells and exhibited a strong reciprocal competition, pointing to shared transporters. Inhibition analysis revealed that ASCT2 was the major entry route of both compounds, with minor contributions from the other transporters. However, compared with Gln, 4-FGln exhibited higher affinity for both ASCT2 and LAT1 transporters. On the basis of these results, we then tested [18F]4-FGln uptake for MM detection by Positron Emission Tomography (PET) in two different in vivo murine models. Firstly, to investigate sensitivity of human MM to [18F]4-FGln in vivo, JJN3 cells were subcutaneously injected in immunodeficient NSG mice In this xenograft model, [18F]4-FGln- and[18F]FDG-PET scans were performed after plasmacytomas became palpable and repeated after one week. All the tumours were positive for [18F]FDG and displayed [18F]4-FGln uptake with Standard Uptake Values (SUV) of 1.21±1.9 and 0.99±0.07 after 2 weeks, respectively. Thereafter, the effect of bortezomib (BOR) was investigated to evaluate the potential use of [18F]4-FGln to monitor anti-MM treatment. Ten NGS mice were injected with JJN3 cells and, after 14 days, treated twice weekly with BOR, 1mg/kg, or vehicle for two weeks. PET scans were performed before and after 5 and 12 days of BOR treatment. As expected, BOR reduced tumour size as compared to vehicle. At the first post-BOR PET scan, [18F]4-FGln (SUV mean: pre 0.85±0.31; post 0.45±0.10, P<0.05), but not [18F]FDG (SUV mean: pre 0.97±0.38, post 0.75±0.14) was already significantly reduced: [18F]FDG and [18F]4-FGln uptake was reduced of 22 and 45% respectively. With both radiotracers, BOR treated animals displayed SUV mean values significantly lower than those of vehicle treated animals at post treatment PET (SUV means [18F ]FDG: BOR 0.75±0.14; vehicle 1.27±0.34, P<0.05; SUV mean [18F]4-FGln: BOR 0.45±0.10 ; vehicle: 0.73±0.18 ; P <0.05). Thereafter, to mimic BOR-resistant MM in a syngeneic mouse model, C57BL/6 mice were injected intravenously with Vk12598 cells obtained from transgenic Vk*MYC mice repeatedly treated with sub-optimal doses of BOR. Upon injection into C57BL/6 mice, Vk12598 cells colonize the BM without lytic lesions and extensively colonize the spleen generating an aggressive MM that brings animals to death within five weeks. PET scans were performed with [18F]4-FGln and [18F]FDG before Vk*MYC MM cells injection and after three, four and five weeks. Blood samples for M-spike evaluation were obtained in parallel. Four weeks after MM cells injection a significant increase of both [18F]4-FGln and [18F]FDG uptake was detected in spleens (SUV mean: 1.14±0.23, P=0.018; 0.94±0.24, P= 0.005). In both MM models, the volume of distribution of [18F]4-F-Gln did not overlap that of [18F]FDG. In conclusion, our data indicate that [18F]-(2S,4R)-4-Fluoroglutamine is a new potential PET tracer in pre-clinical MM models especially of extramedullary disease, either in a BOR-sensitive or in a BOR-resistant context, supporting the exploitation of Gln addiction for diagnostic purposes in MM patients. Disclosures Giuliani: Janssen: Research Funding.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2014-2014
Author(s):  
Kathrin Philipp-Abbrederis ◽  
Ken Herrmann ◽  
Margret Schottelius ◽  
Matthias Eiber ◽  
Carlos Gerngroß ◽  
...  

Abstract Chemokine receptors form a large family of G-protein coupled receptors that mediate chemotaxis of cells towards a gradient of chemokines. The C-X-C chemokine receptor-4 (CXCR4, also known as fusin, CD184) exerts its biological effects by binding its ligand CXCL12 (or Stromal-cell derived factor-1, SDF-1) which activates downstream pathways, ultimately resulting in altered cell adhesion and cell homing. Physiologically, the CXCR4/CXCL12 interaction plays a pivotal role in the recruitment and homing of hematopoietic stem/ progenitor cells (HSPC) and immune cells. In cancer, CXCR4 expression is associated with tumor dissemination and prognosis. Using multiple myeloma (MM) as an exemplary CXCR4-expressing cancer entity, we report the evaluation of [68Ga]Pentixafor-PET as a method for in vivo mapping of CXCR4 expression density by means of Positron Emission Tomography. [68Ga]Pentixafor-PET provides images with excellent specificity and contrast when assessed in mice xenografted with human CXCR4-positive MM. We next analyzed CXCR4 expression using [68Ga]Pentixafor-PET in a cohort of fourteen patients with advanced MM. These patients also underwent standard [18F]Fluoro-Deoxyglucose-PET (FDG-PET). Nine of fourteen FDG-PET scans were rated visually positive, whereas ten of fourteen Pentixafor-PET scans revealed MM manifestations. Assessment of blood counts and standard CD34+ flow cytometry did not reveal significant blood count changes or alterations in HSPC frequency associated with tracer application. These data document the first methodology for clinical PET imaging of CXCR4 in a cohort of MM patients. [68Ga]Pentixafor-PET opens a broad field of clinical investigations on CXCR4 expression and regulation in the cancer field and beyond. Disclosures Wester: SCINTOMICS, > Radiopharmaceutical Technology: Employment.


2020 ◽  
Vol 77 (1) ◽  
pp. 203-217
Author(s):  
Gemma Lombardi ◽  
Alberto Pupi ◽  
Valentina Bessi ◽  
Cristina Polito ◽  
Sonia Padiglioni ◽  
...  

Background: Discordance among amyloid biomarkers is a challenge to overcome in order to increase diagnostic accuracy in dementia. Objectives: 1) To verify that cerebrospinal fluid (CSF) Aβ42/Aβ40 ratio (AβR) better agrees with Amyloid PET (Amy-PET) results compared to CSF Aβ42; 2) to detect differences among concordant positive, concordant negative, and discordant cases, basing the concordance definition on the agreement between CSF AβR and Amy-PET results; 3) to define the suspected underlying pathology of discordant cases using in vivo biomarkers. Method: We retrospectively enrolled 39 cognitively impaired participants in which neuropsychological tests, apolipoprotein E genotype determination, TC/MRI, FDG-PET, Amy-PET, and CSF analysis had been performed. In all cases, CSF analysis was repeated using the automated Lumipulse method. In discordant cases, FDG-PET scans were evaluated visually and using automated classifiers. Results: CSF AβR better agreed with Amy-PET compared to CSF Aβ42 (Cohen’s K 0.431 versus 0.05). Comparisons among groups did not show any difference in clinical characteristics except for age at symptoms onset that was higher in the 6 discordant cases with abnormal CSF AβR values and negative Amy-PET (CSF AβR+/AmyPET–). FDG-PET and all CSF markers (Aβ42, AβR, p-Tau, t-Tau) were suggestive of Alzheimer’s disease (AD) in 5 of these 6 cases. Conclusion: 1) CSF AβR is the CSF amyloid marker that shows the better level of agreement with Amy-PET results; 2) The use of FDG-PET and CSF-Tau markers in CSFAβR+/Amy-PET–discordant cases can support AD diagnosis; 3) Disagreement between positive CSF AβR and negative Amy-PET in symptomatic aged AD patients could be due to the variability in plaques conformation and a negative Amy-PET scan cannot be always sufficient to rule out AD.


2011 ◽  
Vol 49 (08) ◽  
Author(s):  
MS Hoetker ◽  
S Försch ◽  
PR Galle ◽  
R Kiesslich ◽  
M Götz

2006 ◽  
Vol 45 (01) ◽  
pp. 49-56 ◽  
Author(s):  
N. Özdemir-Sahin ◽  
P. Hipp ◽  
W. Mier ◽  
M. Eisenhut ◽  
J. Debus ◽  
...  

Summary Aim was to evaluates the diagnostic accuracy of the SPECTtracers 3-123I-α-methyl-L-tyrosine (IMT) and 99mTc(I)- hexakis(2-methoxyisobutylisonitrile) (MIBI) as well as the PET-tracer 2-18F-2-deoxyglucose (FDG) for detecting tumour progression in irradiated low grade astrocytomas (LGA). Patients, methods: We examined 91 patients (56 males; 35 females; 44.7 ± 11.5 years), initially suffering from histologically proven LGAs (mean WHO grade II) and treated by stereotactic radiotherapy (59.0 ± 4.6 Gy). On average 21.9 ± 11.2 months after radiotherapy, patients presented new Gd-DTPA enhancing lesions on MRI, which did not allow a differentiation between progressive tumour (PT) and non-PT (nPT) at this point of time. PET scans (n=82) were acquired 45 min after injection of 208 ± 32 MBq FDG. SPECT scans started 10 min after injection of 269 ± 73 MBq IMT (n=68) and 15 min after injection of 706 ± 63 MBq MIBI (n=34). Lesions were classified as PT and nPT based on prospective follow-up (clinically, MRI) for 17.2 ± 9.9 months after PET/SPECT. Lesion-to-normal ratios (L/N) were calculated using contra lateraly mirrored reference regions for the SPECT examinations and reference regions in the contra lateral grey (GM) and white matter (WM) for FDG PET. Ratios were evaluated by Receiver Operating Characteristic (ROC) analysis. Results: In the patient groups nPT and PT, L/N ratios for FDG (GS) were 0.6 ± 0.3 vs. 1.2 ± 0.5 (p = 0.003), for FDG (WS) 1.2 ± 0.4 vs. 2.6 ± 0.4 (p <0.001), for IMT 1.1 ± 0.1 vs. 1.8 ± 0.4 (p <0.001) and for MIBI 1.6 ± 0.7 vs. 2.6 ± 2.2 (p = 0.554). Areas under the non-parametric ROC-curves were: 0.738 ± 0.059 for FDG (GS), 0.790 ± 0.057 for FDG (WS), 0.937 ± 0.037 for IMT and 0.564 ± 0.105 for MIBI. Conclusion: MIBI-SPECT examinations resulted in a low accuracy and especially in a poor sensitivity even at modest specificity values. A satisfying diagnostic accuracy was reached with FDG PET. Using WM as reference region for FDG PET, a slightly higher AUC as compared to GM was calculated. IMT yielded the best ROC characteristics and the highest diagnostic accuracy for differentiating between PT and nPT in irradiated LGA.


2010 ◽  
Vol 29 (11) ◽  
pp. 758-760
Author(s):  
F Jessen

ZusammenfassungDie zerebrale Bildgebung hat in der ätiologischen Diagnostik von Demenzerkrankungen die Funktion z. B. chirurgisch behandelbare Ursachen einer Demenz aufzudecken. Zusätzlich trägt sie zur Differenzialdiagnose von primären Demenzerkrankungen bei. Neurodegenerative Erkrankungen sind durch typische Atrophiemuster gekennzeichnet. Vaskuläre Läsionen können sensitiv mit der MRT erfasst werden. Zahlreiche neue MRT-Verfahren befinden sich in der klinischen Entwicklung. Als nuklearmedizinisches Verfahren ist insbesondere die 18F-Fluordesoxyglukose (FDG)-PET wertvoll. Die zukünftige klinische Relevanz von Amyloid-PET wird mit großer Wahrscheinlichkeit sehr hoch sein.


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