scholarly journals Brainstem glucose metabolism predicts reward dependence scores in treatment-resistant major depression

2021 ◽  
pp. 1-7
Author(s):  
Guo-Rong Wu ◽  
Chris Baeken

Abstract Background It has been suggested that individual differences in temperament could be involved in the (non-)response to antidepressant (AD) treatment. However, how neurobiological processes such as brain glucose metabolism may relate to personality features in the treatment-resistant depressed (TRD) state remains largely unclear. Methods To examine how brainstem metabolism in the TRD state may predict Cloninger's temperament dimensions Harm Avoidance (HA), Novelty Seeking (NS), and Reward Dependence (RD), we collected 18fluorodeoxyglucose positron emission tomography (18FDG PET) scans in 40 AD-free TRD patients. All participants were assessed with the Temperament and Character Inventory (TCI). We applied a multiple kernel learning (MKL) regression to predict the HA, NS, and RD from brainstem metabolic activity, the origin of respectively serotonergic, dopaminergic, and noradrenergic neurotransmitter (NT) systems. Results The MKL model was able to significantly predict RD but not HA and NS from the brainstem metabolic activity. The MKL pattern regression model identified increased metabolic activity in the pontine nuclei and locus coeruleus, the medial reticular formation, the dorsal/median raphe, and the ventral tegmental area that contributed to the predictions of RD. Conclusions The MKL algorithm identified a likely metabolic marker in the brainstem for RD in major depression. Although 18FDG PET does not investigate specific NT systems, the predictive value of brainstem glucose metabolism on RD scores however indicates that this temperament dimension in the TRD state could be mediated by different monoaminergic systems, all involved in higher order reward-related behavior.

1993 ◽  
Vol 11 (11) ◽  
pp. 2101-2111 ◽  
Author(s):  
R L Wahl ◽  
K Zasadny ◽  
M Helvie ◽  
G D Hutchins ◽  
B Weber ◽  
...  

PURPOSE We assessed the feasibility of noninvasive metabolic monitoring of cancer chemohormonotherapy using sequential quantitative positron emission tomographic (PET) scans of tumor glucose metabolism with the glucose analog 2-[18F]-fluoro-2-deoxy-D-glucose (FDG). PATIENTS AND METHODS Eleven women with newly diagnosed primary breast cancers larger than 3 cm in diameter beginning a chemohormonotherapy program underwent a baseline and four follow-up quantitative PET scans during the first three cycles of treatment (days 0 to 63). Tumor response was sequentially determined clinically, radiographically, and then pathologically after nine treatment cycles. RESULTS Eight patients had partial or complete pathologic responses. Their maximal tumor uptake of FDG assessed by PET decreased promptly with treatment to the following: day 8, 78 +/- 9.2% (P < .03); day 21, 68.1 +/- 7.5% (P < .025); day 42, 60 +/- 5.1% (P < .001); day 63, 52.4 +/- 4.4% (P < .0001) of the basal values. Tumor diameter did not decrease significantly during this period through 63 days. Prompt decreases in the FDG influx rate (K) from basal levels (from .019 to .014 mL/cm3/min) after 8 days of treatment (P < .02) and in the estimated rate of FDG phosphorylation to FDG-6-phosphate (k3) from .055 to .038 min-1 after 8 days of treatment (P < .02) to .029 +/- .004 min-1 at 21 days) (P < .02) were observed. Three nonresponding patients had no significant decrease in tumor uptake of FDG (81 +/- 18% of basal value), influx rate (.015 to .012 mL/cm3/min), or tumor size (81 +/- 12% of basal diameter) comparing basal versus 63-day posttreatment values. CONCLUSION Quantitative FDG PET scans of primary breast cancers showed a rapid and significant decrease in tumor glucose metabolism after effective treatment was initiated, with the reduction in metabolism antedating any decrement in tumor size. No significant decrease in FDG uptake (SUV) after three cycles of treatment was observed in the nonresponding patients. FDG PET scanning has substantial promise as an early noninvasive metabolic marker of the efficacy of cancer treatment.


2021 ◽  
Vol 18 ◽  
Author(s):  
Amir Ashraf-Ganjouei ◽  
Kamyar Moradi ◽  
Shahriar Faghani ◽  
AmirHussein Abdolalizadeh ◽  
Mohammadreza Khomeijani-Farahani ◽  
...  

Background: Mild cognitive impairment (MCI) is a state between normal cognition and dementia. However, MCI diagnosis does not necessarily guarantee the progression to dementia. Since no previous study investigated brain positron emission tomography (PET) imaging of MCI-- to-normal reversion, we provided PET imaging of MCI-to-normal reversion using the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. Methods: We applied comprehensive neuropsychological criteria (NP criteria), consisting of mem- ory, language, and attention/executive function domains, to include patients with a baseline diagno- sis of MCI (n=613). According to the criteria, the year 1 status of the patients was categorized into three groups (reversion: n=105, stable MCI: n=422, conversion: n=86). Demographic, neuropsycho- logical, genetic, CSF, and cognition biomarker variables were compared between the groups. Addi- tionally, after adjustment for confounding variables, the deposition pattern of amyloid-β and cere- bral glucose metabolism were compared between three groups via AV45- and FDG-PET modali- ties, respectively. Results: MCI reversion rate was 17.1% during one year of follow-up. The reversion group had the lowest frequency of APOE ε4+ subjects, the highest CSF level of amyloid-β, and the lowest CSF levels of t-tau and p-tau. Neuropsychological assessments were also suggestive of better cognitive performance in the reversion group. Patients with reversion to normal state had higher glucose metabolism in bilateral angular and left middle/inferior temporal gyri, when compared to those with stable MCI state. Meanwhile, lower amyloid-β deposition at baseline was observed in the fron- tal and parietal regions of the reverted subjects. On the other hand, the conversion group showed lower cerebral glucose metabolism in bilateral angular and bilateral middle/inferior temporal gyri compared to the stable MCI group, whereas the amyloid-β accumulation was similar between the groups. Conclusions: This longitudinal study provides novel insight regarding the application of PET imag- ing in predicting MCI transition over time.


1987 ◽  
Vol 7 (4) ◽  
pp. 415-420 ◽  
Author(s):  
Norman L. Foster ◽  
Abraham F. L. VanDerSpek ◽  
Michael S. Aldrich ◽  
Stanley Berent ◽  
Richard H. Hichwa ◽  
...  

The effect of sedation induced by intravenous diazepam on cerebral glucose metabolic activity was examined with [18F]2-fluoro-2-deoxy-D-glucose (FDG) and positron emission tomography (PET) in five patients with probable Alzheimer's disease. Each subject was studied on 2 separate days: on one occasion at rest with eyes patched and ears open, and on the second when sedated with intravenous diazepam titrated to maintain stage II sleep by clinical and EEG criteria. Similar patterns of glucose uptake were observed in both the presence and the absence of sedation, but overall glucose utilization was depressed an average of 20% and was closely correlated with the amount of diazepam administered prior to the injection of FDG. The predominant temporoparietal hypometabolism and relative sparing of frontal metabolism observed in this disease are therefore not explained by differences in anxiety or activity level in this patient group. Utilization of diazepam sedation for PET study appears to be safe and may permit the study of patients otherwise unable to cooperate with FDG-PET procedures.


2015 ◽  
Vol 123 (6) ◽  
pp. 1546-1554 ◽  
Author(s):  
Koji Yoshida ◽  
Kuniaki Ogasawara ◽  
Hiroaki Saura ◽  
Hideo Saito ◽  
Masakazu Kobayashi ◽  
...  

OBJECT Cognitive function is often improved or impaired after carotid endarterectomy (CEA) for patients with cerebral hemodynamic impairment. Cerebral glucose metabolism measured using positron emission tomography (PET) with 18F-fluorodeoxyglucose (FDG) correlates with cognitive function in patients with neurodegenerative diseases. The present study aimed to determine whether postoperative changes in cerebral glucose metabolism are associated with cognitive changes after CEA. METHODS In patients who were scheduled to undergo CEA for ipsilateral internal carotid artery (ICA) stenosis (≥ 70% narrowing), cerebral blood flow (CBF) and cerebrovascular reactivity (CVR) to acetazolamide were assessed preoperatively using brain perfusion single-photon emission computed tomography (SPECT). CBF measurement using SPECT was also performed immediately after CEA. For patients with reduced preoperative CVR to acetazolamide in the cerebral hemisphere ipsilateral to surgery, cerebral glucose metabolism was assessed using FDG-PET before surgery and 3 months after surgery and was analyzed using 3D stereotactic surface projection. Neuropsychological testing was also performed preoperatively and 3 months postoperatively. RESULTS Twenty-two patients with reduced preoperative CVR to acetazolamide successfully underwent FDG-PET studies and neuropsychological testing before and after CEA. Seven, 9, and 6 patients were defined as showing improved, unchanged, and impaired postoperative cognition, respectively, based on the neuropsychological assessments. The cortical area with increased postoperative glucose metabolism was greater in patients with improved postoperative cognition than in those with unchanged (p < 0.001) or impaired (p < 0.001) postoperative cognition. The cortical area with decreased postoperative glucose metabolism was greater in patients with impaired postoperative cognition than in those with improved (p < 0.001) or unchanged (p < 0.001) postoperative cognition. All 7 patients with improved cognition exhibited postoperative hemispheric increases in glucose metabolism, while 5 of the 6 patients with impaired cognition exhibited postoperative hemispheric decreases in glucose metabolism. Brain perfusion SPECT revealed that the latter 6 patients experienced postoperative cerebral hyperperfusion, and 2 of the 6 patients exhibited cerebral hyperperfusion syndrome. The cortical area with decreased postoperative glucose metabolism in these 2 patients was greater than that in other patients. CONCLUSIONS Postoperative changes in cerebral glucose metabolism, as measured using FDG-PET, are associated with cognitive improvement and impairment after CEA.


2018 ◽  
Vol 2018 ◽  
pp. 1-8 ◽  
Author(s):  
Jing Li ◽  
Yumei Wang ◽  
Kejie He ◽  
Chong Peng ◽  
Peilong Wu ◽  
...  

Our objective was to investigate the effect of acupuncture at LR3 on cerebral glucose metabolism in spontaneously hypertensive rats (SHRs). We used 18F-2-fluoro-deoxy-D-glucose positron emission tomography (18F-FDG-PET) to examine the effects of acupuncture at LR3 on cerebral glucose metabolism in SHRs. SHRs were randomly allocated to receive no treatment (SHR group), needling at LR3 (SHR + LR3 group), or sham needling (SHR + sham group). Rats received 10 min acupuncture once per day for 7 days and were compared to normotensive Wistar Kyoto (WKY) rats. Blood pressure (BP) measurement and PET were performed after the first needling and the 7-day treatment period. BP was lower in the SHR + LR3 group compared to the other SHR groups between 30 and 60 min after the first needling and at 24 and 48 h after the 7-day treatment period. Glucose metabolism in the motor, sensory, and visual cortices was decreased in SHR group compared to WKY group. Needling at LR3 was associated with decreased glucose metabolism in the dorsal thalamus, thalamus, and hypothalamus and with increased metabolism in the cerebellar anterior and posterior lobes, medulla oblongata, and sensory cortex compared to the SHR group. These findings suggest that LR3 acupuncture improves hypertension through a mechanism involving altered brain activation in SHRs.


2016 ◽  
Vol 34 (3) ◽  
pp. 215-222 ◽  
Author(s):  
Xinsheng Lai ◽  
Jie Ren ◽  
Yangjia Lu ◽  
Shaoyang Cui ◽  
Junqi Chen ◽  
...  

Objective To explore the effects of acupuncture at HT7 on different cerebral regions in a rat model of Alzheimer's disease (AD) with the application of 18F-2-fluoro-deoxy-D-glucose positron emission tomography (FDG-PET). Methods Sixty Wistar rats were included after undergoing a Y-maze electric sensitivity test. Ten rats were used as a healthy control group. The remaining 50 rats were injected stereotaxically with ibotenic acid into the right nucleus basalis magnocellularis and injected intraperitoneally with D-galactose. AD was successfully modelled in 36 rats, which were randomly divided into three groups (n=12 each): the AD group, which remained untreated; the AD+HT7 group, which received 20 sessions of acupuncture at HT7 over 1 month; and the AD+Sham group, which received acupuncture at a distant non-acupuncture point. Total reaction time (TRT) was measured by Y-maze and 18F-FDG-PET scans were conducted on day 1 and 30. PET images were processed with Statistical Parametric Mapping 8.0. Results Pre-treatment, TRT was greater in all AD groups versus controls (mean±SD 24.10±2.48 vs 41.34±5.00 s). Post-treatment, TRT was shortened in AD+HT7 versus AD+Sham and AD groups (p<0.0001, two-way analysis of variance). Glucose metabolic activity in the hippocampus, thalamus, hypothalamus, frontal lobe, and temporal lobe was decreased in AD rats compared with healthy controls and relatively elevated after HT7 acupuncture. Compared with sham acupuncture, HT7 needling had a greater positive influence on brain glucose metabolism. Conclusions Needling at HT7 can improve memory ability and cerebral glucose metabolic activity of the hippocampus, thalamus, hypothalamus, and frontal/temporal lobes in an AD rat model.


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