Olfaction makes possible both the detection and the processing of odors related to food location and palatability. Interestingly, receptors to anorexigen and orexigen hormones and neuropeptides found in the hypothalamus are also expressed in the main olfactory bulb (MOB), suggesting that feeding state has an impact on odor representation. However, neuronal mechanisms linking olfaction, food intake and metabolic disorders are still unclear. In this PhD thesis, we wanted to further understand mechanisms of the olfactory-feeding crosstalk and tested the effects of obesity on olfactory activity in the MOB. Leptin, a peptidergic hormone produced by adipocytes, is a major regulator of the energy balance and inhibits food intake. Ob/ob mice are deficient in leptin from birth and are widely used as a murine model of obesity. We used a functional neuroimaging technique, Manganese Enhanced Magnetic Resonance Imaging (MEMRI), in association with statistical parametric mapping (SPM) to monitor food odor-evoked spatial activity in the MOB of these mice. Using MEMRI, we found that odor-evoked signal is different, both in terms of intensity and localization between lean and ob/ob mice for the spontaneous activity and in response to food odor. However, this is not the case for a neutral odor. Moreover, leptin impacts both spontaneous activity and food odor-evoked signal intensity in both groups. Interestingly leptin strongly activates deep layers (mitral cell layer and mainly granule cell layer) of the MOB. To pinpoint what cellular/molecular mechanisms can be responsible for these changes in the spatial distribution of activity, we analyzed the effects of the lack of leptin on the composition and activity of the MOB cellular network.We quantified bulbar adult neurogenesis and found that 21 days after BrdU injections, a cell birth marker, ob/ob mice showed an increased number of both new periglomerular and granular cells as compared to control, suggesting that leptin regulates new neuron elimination. We also tested whether an inflammation could be occurring in the MOB. Using RTPCR of different neuronal and glial markers we did not observe strong signs of inflammation. Then we probed changes in local network activity in the deep layers of the MOB by recording local field potentials during a Go/NoGo odor discrimination task. We observed that the power of beta oscillations, the functional marker of the olfactory network between the MOB and the olfactory cortex, is way higher in the MOB of ob/ob mice compared to control mice.