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Abstracts - Association for Chemoreception Sciences

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etter characterize glomerular responses. Functional MRI and<br />

intrinsic imaging share slow responses of complex origin which<br />

are based on dynamic changes in oxy- and deoxy-hemoglobin.<br />

Whereas fMRI can image the entire bulb, intrinsic and calcium<br />

are limited to the dorsal regions but with high spatiotemporal<br />

resolution. CBV-weighted fMRI was unsuccessful in bulb<br />

imaging, as was the use of other anesthetics (Ex:domitor). In<br />

seven rats we per<strong>for</strong>med micro fMRI (BOLD, 120x120x300µm)<br />

in dorsal orientation so that data could be compared to<br />

subsequent calcium imaging of orthonasal responses in the<br />

same subjects. In a few cases odor induced activation maps<br />

showed strong overlap between the two imaging modalities.<br />

We further apply these techniques in separate animals to define<br />

retronasal dorsal and whole bulb responses and compare those<br />

to orthonasal odorant presentations. We have found significant<br />

effects of odor route on the response magnitude and timing.<br />

Further, retronasal odor concentration affects response latency<br />

in a direction depending on the odorant. We are evaluating<br />

several methods of post-hoc co-registering across these methods<br />

1) across functional maps (fMRI, intrinsic, calcium), 2) using<br />

phantom markers on the skull, 3) using vasculature via venogram<br />

MRI, and 4) using SWIFT-MRI <strong>for</strong> skull imaging. Due to the<br />

partial volume effect and the relatively thin dorsal glomerular<br />

layer we are also developing a miniature phased coil-array<br />

allowing higher resolution and high quality dorsal functional<br />

images. Our comparative approach shows the challenges<br />

in obtaining and interpreting odor maps using different<br />

methodologies. Acknowledgements: This work is supported by<br />

NIH/NIDCD Grants R01DC009994 and R01DC011286.<br />

#P68 POSTER SESSION II:<br />

OLFACTION DEVELOPMENT; TASTE CNS;<br />

NEUROIMAGING; OLFACTION CNS<br />

Quantifying Bursting Olfactory Neuron Activity from Calcium<br />

Signals Using Maximum Entropy Deconvolution<br />

In Jun Park 1 , Yuriy V. Bobkov 2 , Barry W. Ache 2,3 , Jose C. Principe 1<br />

1<br />

Dept. of Electrical and Computer Engineering, University of Florida<br />

Gainesville, FL, USA, 2 Whitney Laboratory, Center <strong>for</strong> Smell and<br />

Taste, and McKnight Brain Institute St Augustine, FL, USA, 3 Depts. of<br />

Biology and Neuroscience, University of Florida Gainesville, FL, USA<br />

Advances in calcium imaging have enabled studies of the activity<br />

dynamics of both individual neurons and neuronal assemblies.<br />

However, inferring action potentials (spikes) from calcium signals<br />

is still a challenging issue due to hidden nonlinearity in their<br />

relationship, contamination by noise, and often the relatively<br />

low temporal resolution of the calcium signal compared to the<br />

time-scale of spike generation. Complex neuronal discharge,<br />

as in the case of the bursting or rhythmically active neuronal<br />

activity represents an even greater challenge <strong>for</strong> reconstructing<br />

spike trains based on calcium signals. Here we propose doing this<br />

using blind calcium signal deconvolution based on a theoretical<br />

in<strong>for</strong>mation approach. The basic idea is to maximize the output<br />

entropy of a nonlinear filter where the nonlinearity is defined<br />

by the cumulative distribution function of the spike signal.<br />

We tested this maximum entropy (ME) algorithm on bursting<br />

olfactory receptor neurons (bORNs) in the lobster olfactory<br />

organ. The advantage of the ME algorithm is that the filter can<br />

be trained online based only on the statistics of the spike signal<br />

without making any assumptions about the spike-calcium signal<br />

relation. We show that the ME method is able to reconstruct<br />

the timing of the first and the last spike of a burst with higher<br />

accuracy compared to other methods. Thus the ME method<br />

should be a useful tool <strong>for</strong> inferring parameters of bursting<br />

neurons, including bursting olfactory neurons, to help further<br />

understand the mechanism and function of bursting-based<br />

neuronal sensory coding. Acknowledgements: Supported by<br />

award R21 DC011859 from the NIDCD<br />

#P69 POSTER SESSION II:<br />

OLFACTION DEVELOPMENT; TASTE CNS;<br />

NEUROIMAGING; OLFACTION CNS<br />

Allometric Growth of Olfactory Bulb and Brain in Female<br />

Minks<br />

Willi Bennegger 1 , Elke Weiler 1,2<br />

1<br />

Maria-von-Linden-Schule, Heckentalstraße 86 89518 Heidenheim,<br />

Germany, 2 Faculty of Medicine, Institute of Anatomy,<br />

Department of Neuroimmunology, University of Leipzig, Liebigstr.<br />

13 04103 Leipzig, Germany<br />

The olfactory bulb is the anterior part of the brain and<br />

phylogenetically one of the oldest brain structures. During<br />

postnatal development, when the animal grows, the brain<br />

increases in size – and so does the olfactory bulb. However, in<br />

some mammals, such as the American mink (Neovison vison) it is<br />

known, that brain shows an overshoot development postnatally<br />

with a subsequent reduction in size. Thus we were interested,<br />

if this applies also to the olfactory bulb. There<strong>for</strong>e we analyzed<br />

morphometrically a total of 57 female minks ranging from<br />

newborn (postnatal day 0, P0) to one year of age <strong>for</strong> their brain<br />

and olfactory bulb size. The results reveal, that the volume of<br />

one olfactory bulb in newborns is 1.26 ± 0.02 mm 3 , increasing<br />

continuously (P30: 40.27 ± 8.77 mm 3 ; P90: 84.70 ± 1.87 mm 3 ) to<br />

adult values (107.19 ± 4.15 mm 3 ) with no overshoot phenomena.<br />

In contrast, the brain weight increases postnatally from P0 (0.29<br />

± 0.06 g) up to P90 (10.18 ± 0.42 g) when maximal values are<br />

reached, and decreasing afterwards more than 17% to the adult<br />

size (8.43 ± 0.35 g). The olfactory bulb growth there<strong>for</strong>e does not<br />

parallel the total brain growth but shows an allometric growth<br />

pattern. On the other hand, the overall body growth increases<br />

continuously to adult values resulting in an olfactory bulb/<br />

body weight ratio of similar values among newborns, brain<br />

overshoot age and adults (P0: 0.014±0.002 %; P90: 0.012±0.002<br />

%, adult: 0.011±0.001 %) with higher values early postnatally<br />

(P30: 0.047±0.013 %). This indicates that the olfactory bulb<br />

is influenced by other factors than the cortical neurons <strong>for</strong> its<br />

neuronal network growth and controlled by different stimuli <strong>for</strong><br />

its <strong>for</strong>mation and connectivity. Further, no postnatal reduction<br />

in size suggests a basic and important functional relevance of the<br />

olfactory bulb.<br />

POSTER PRESENTATIONS<br />

<strong>Abstracts</strong> are printed as submitted by the author(s).<br />

55

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