Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder

Author(s):  
Shijie Zhao ◽  
Yan Cui ◽  
Yaowu Chen ◽  
Xin Zhang ◽  
Wei Zhang ◽  
...  
2013 ◽  
Author(s):  
Gerard B. Remijn ◽  
Mitsuru Kikuchi ◽  
Yuko Yosmimura ◽  
Sanae Ueno ◽  
Kiyomi Shitamichi ◽  
...  

2020 ◽  
Vol 12 (4) ◽  
pp. 733-743 ◽  
Author(s):  
Yan Cui ◽  
Shijie Zhao ◽  
Yaowu Chen ◽  
Junwei Han ◽  
Lei Guo ◽  
...  

2001 ◽  
Vol 281 (6) ◽  
pp. R1778-R1786 ◽  
Author(s):  
Mark M. Knuepfer ◽  
Robert M. Purcell ◽  
Qi Gan ◽  
Khoi M. Le

Hemodynamic responses to cocaine vary greatly between animals, and the variability is related to the incidence of cocaine-induced cardiomyopathies and hypertension. The variability in cardiac output and systemic vascular resistance responses to cocaine in individuals is correlated with the responses to acute startle (air jet). This experiment was designed to determine whether responses to cocaine and to air jet are related to those evoked by a conditioned stimulus (tone preceding foot shock) and to an unconditioned stimulus (cold water). We verified the relationship in hemodynamic response patterns between cocaine and cold stress using selective receptor antagonists. Rats were instrumented with a pulsed Doppler flow probe on the ascending aorta for determination of cardiac output and with an arterial cannula for recording arterial pressure and heart rate. After recovery, some rats were tested multiple times with four different stimuli: air jet (6 trials), 15-s tone preceding 1-s foot shock (12 trials), cold water exposure (1 cm deep for 1 min, 4–12 trials), and cocaine (5 mg/kg iv, 4–6 trials) while hemodynamic parameters were recorded. Each stimulus was capable of eliciting a pressor response that was associated with variable changes in cardiac output. The cardiac output response to cocaine was correlated with the initial responses to each stressor in individual rats. Responses evoked by cold stress were most similar to those elicited by cocaine. Furthermore, nicardipine (25 μg/kg iv) or atropine methylbromide (0.5 mg/kg iv) pretreatment prevented the cardiac output differences to acute cold stress, as noted after cocaine administration. On the other hand, propranolol (1 mg/kg iv) exacerbated both the decrease in cardiac output and the stress-induced increase in systemic vascular resistance as previously reported with cocaine. Therefore, the initial response to cold water exposure is a reliable method of evoking characteristic hemodynamic response patterns that, as seen with cocaine, may provide a suitable model for identifying the causes for predilection to stress-induced cardiovascular disease.


1988 ◽  
Vol 116 (2) ◽  
pp. 617-627 ◽  
Author(s):  
Heinz Rüddel ◽  
Wolf Langewitz ◽  
Hartmut Schächinger ◽  
Roland Schmieder ◽  
Wolfgang Schulte

2013 ◽  
Vol 133 (5) ◽  
pp. 3606-3606
Author(s):  
Gerard B. Remijn ◽  
Mitsuru Kikuchi ◽  
Yuko Yoshimura ◽  
Sanae Ueno ◽  
Kiyomi Shitamichi ◽  
...  

2020 ◽  
pp. 0271678X2091600
Author(s):  
Lewis H Mervin ◽  
Ekaterina Mitricheva ◽  
Nikos K Logothetis ◽  
Angelo Bifone ◽  
Andreas Bender ◽  
...  

Functional magnetic resonance imaging (fMRI) is an extensively used method for the investigation of normal and pathological brain function. In particular, fMRI has been used to characterize spatiotemporal hemodynamic response to pharmacological challenges as a non-invasive readout of neuronal activity. However, the mechanisms underlying regional signal changes are yet unclear. In this study, we use a meta-analytic approach to converge data from microdialysis experiments with relative cerebral blood volume (rCBV) changes following acute administration of neuropsychiatric drugs in adult male rats. At whole-brain level, the functional response patterns show very weak correlation with neurochemical alterations, while for numerous brain areas a strong positive correlation with noradrenaline release exists. At a local scale of individual brain regions, the rCBV response to neurotransmitters is anatomically heterogeneous and, importantly, based on a complex interplay of different neurotransmitters that often exert opposing effects, thus providing a mechanism for regulating and fine tuning hemodynamic responses in specific regions.


Sign in / Sign up

Export Citation Format

Share Document