<p>Repetitive Ca2+ transients in dendritic spines induce various forms of synaptic plasticity by transmitting information encoded in their frequency and amplitude. CaMKII plays a critical role in decoding these Ca2+ signals to initiate long-lasting synaptic plasticity. However, the properties of CaMKII that mediate Ca2+ decoding in spines remain elusive. Here, I measured CaMKII activity in spines using fast-framing two-photon fluorescence lifetime imaging. Following each repetitive Ca2+ elevations, CaMKII activity increased in a stepwise manner. This signal integration, at the time scale of seconds, critically depended on Thr286 phosphorylation. In the absence of Thr286 phosphorylation, only by increasing the frequency of repetitive Ca2+ elevations could high peak CaMKII activity or plasticity be induced. In addition, I measured the association between CaMKII and Ca2+/CaM during spine plasticity induction. Unlike CaMKII activity, association of Ca2+/CaM to CaMKII plateaued at the first Ca2+ elevation event. This result indicated that integration of Ca2+ signals was initiated by the binding of Ca2+/CaM and amplified by the subsequent increases in Thr286-phosphorylated form of CaMKII. Together, these findings demonstrate that CaMKII functions as a leaky integrator of repetitive Ca2+ signals during the induction of synaptic plasticity, and that Thr286 phosphorylation is critical for defining the frequencies of such integration.</p> / Dissertation

A fecundação resulta no aumento intracelular de cálcio que é necessário para a transição do oócito até o estádio de zigoto. Os eventos que ocorrem durante esta transição são caracterizados como ativação, sendo estes dependentes de cálcio. Entretanto, os eventos bioquímicos que ocorrem durante a ativação ainda não estão completamente elucidados. A proteína quinase C (PKC) e a proteína quinase dependente de cálcio/calmodulina (CaMKII), por apresentarem atividade durante a fecundação e por serem ativadas por cálcio são implicadas na regulação dos eventos da ativação. Entretanto, existem muitas dúvidas sobre o real papel destas proteínas na ativação do oócito. Deste modo, o objetivo do presente trabalho foi avaliar o papel da PKC e da CaMKII na ativação de oócitos bovinos. Para tal, oócitos bovinos maturados in vitro foram ativados partenogeneticamente (AP) com cálcio ionóforo A23187 (5&mu;M) por 5 minutos, sendo a retomada da meiose, a organização do citoesqueleto e do retículo endoplasmático (RE) avaliada 1 hora após a ativação. No experimento 1 foi avaliado o papel da CaMKII nestes eventos. Os oócitos foram AP na presença ou ausência de 100M do inibidor de CaMKII (Autocamtide-2 Related Inhibitory Peptide, Myristoylated). A inibição da CaMKII não afetou a retomada da meiose e nem a distribuição dos RE, após a AP. Entretanto, não ocorreu a rotação do fuso meiótico no estádio de telófase II quando a CaMKII foi inibidada. Estes resultados demonstram que embora a CaMKII não tenha efeito na retomada da meiose, esta proteína participa na progressão do ciclo celular de oócitos bovinos, após a AP. No experimento 2 foi avaliado o papel da PKC em oócitos bovinos AP. Os oócitos foram ativados partenogeneticamente na presença ou ausência de 10&mu;M do inibidor de PKC (Bisindolymaleimide I). A inibição da PKC não afetou a retomada da meiose e nem a progressão pelo ciclo celular até o estádio de telófase II. Entretanto, a organização do RE foi afetada pela inibição da PKC. Resultado semelhante foi obtido quando os oócitos foram ativados na presença de citocalasina C, um despolimerizador de filamentos de actina. O presente experimento demonstra a participação da via PKC-actina na organização do RE na ativação de oócitos bovinos. / The intracellular calcium increase resulting from fertilization is necessary for oocyte transition to zygote. The events that occur during this transition are characterized as activation, which are dependent on calcium. However the biochemical events that occur during this activation are still not fully elucidated. The protein kinase C (PKC) and the calcium/calmodulin-dependent protein kinase II (CaMKII), are involved in regulating the events of activation, since these proteins have activity during fertilization and are activated by calcium. However there are many doubts about the real role of these proteins in the oocyte activation. Thus, the objective of this study was to evaluate the role of PKC and CaMKII in bovine oocyte activation. For this purpose, in vitro matured bovines oocytes were parthenogenetically activated (PA) by using calcium ionophore A23187 (5&mu;M) for five minutes, and the resumption of meiosis, the cytoskeleton organization and the endoplasmic reticulum (ER) organization were evaluated 1 hour post-activation. In experiment 1, were evaluated the role of CaMKII in these events. The oocytes were PA in the presence or absence of 100M of CaMKII inhibitor (Autocamtide-2 Related Inhibitory Peptide, Myristoylated). The inhibition of CaMKII did not affect the meiosis resumption and the ER after the PA. However, there was no spindle rotation at telophase II stage when the CaMKII was inhibited. These results showed that although the CamKII has no effect on resumption of meiosis, it participates in the regulation of cell cycle progression after PA of bovine oocytes. In experiment 2, was evaluated the role of PKC on PA bovine oocytes. The oocytes were parthenogenetically activated in the presence or absence of 10&mu;M of PKC inhibitor (Bisindolymaleimide I). The PKC inhibition did not affected the resumption of meiosis and the progression through the cell cycle until the stage of telophase II. However, the ER organization was affected by PKC inhibition. A similar result was obtained when the oocytes were activated in the presence of cytochalasin C, which promotes the depolymerization of the actin filaments. The current experiment showed the participation of the PKC-actin pathway at the ER organization in the bovine oocytes activation.

A fecundação resulta no aumento intracelular de cálcio que é necessário para a transição do oócito até o estádio de zigoto. Os eventos que ocorrem durante esta transição são caracterizados como ativação, sendo estes dependentes de cálcio. Entretanto, os eventos bioquímicos que ocorrem durante a ativação ainda não estão completamente elucidados. A proteína quinase C (PKC) e a proteína quinase dependente de cálcio/calmodulina (CaMKII), por apresentarem atividade durante a fecundação e por serem ativadas por cálcio são implicadas na regulação dos eventos da ativação. Entretanto, existem muitas dúvidas sobre o real papel destas proteínas na ativação do oócito. Deste modo, o objetivo do presente trabalho foi avaliar o papel da PKC e da CaMKII na ativação de oócitos bovinos. Para tal, oócitos bovinos maturados in vitro foram ativados partenogeneticamente (AP) com cálcio ionóforo A23187 (5&mu;M) por 5 minutos, sendo a retomada da meiose, a organização do citoesqueleto e do retículo endoplasmático (RE) avaliada 1 hora após a ativação. No experimento 1 foi avaliado o papel da CaMKII nestes eventos. Os oócitos foram AP na presença ou ausência de 100M do inibidor de CaMKII (Autocamtide-2 Related Inhibitory Peptide, Myristoylated). A inibição da CaMKII não afetou a retomada da meiose e nem a distribuição dos RE, após a AP. Entretanto, não ocorreu a rotação do fuso meiótico no estádio de telófase II quando a CaMKII foi inibidada. Estes resultados demonstram que embora a CaMKII não tenha efeito na retomada da meiose, esta proteína participa na progressão do ciclo celular de oócitos bovinos, após a AP. No experimento 2 foi avaliado o papel da PKC em oócitos bovinos AP. Os oócitos foram ativados partenogeneticamente na presença ou ausência de 10&mu;M do inibidor de PKC (Bisindolymaleimide I). A inibição da PKC não afetou a retomada da meiose e nem a progressão pelo ciclo celular até o estádio de telófase II. Entretanto, a organização do RE foi afetada pela inibição da PKC. Resultado semelhante foi obtido quando os oócitos foram ativados na presença de citocalasina C, um despolimerizador de filamentos de actina. O presente experimento demonstra a participação da via PKC-actina na organização do RE na ativação de oócitos bovinos. / The intracellular calcium increase resulting from fertilization is necessary for oocyte transition to zygote. The events that occur during this transition are characterized as activation, which are dependent on calcium. However the biochemical events that occur during this activation are still not fully elucidated. The protein kinase C (PKC) and the calcium/calmodulin-dependent protein kinase II (CaMKII), are involved in regulating the events of activation, since these proteins have activity during fertilization and are activated by calcium. However there are many doubts about the real role of these proteins in the oocyte activation. Thus, the objective of this study was to evaluate the role of PKC and CaMKII in bovine oocyte activation. For this purpose, in vitro matured bovines oocytes were parthenogenetically activated (PA) by using calcium ionophore A23187 (5&mu;M) for five minutes, and the resumption of meiosis, the cytoskeleton organization and the endoplasmic reticulum (ER) organization were evaluated 1 hour post-activation. In experiment 1, were evaluated the role of CaMKII in these events. The oocytes were PA in the presence or absence of 100M of CaMKII inhibitor (Autocamtide-2 Related Inhibitory Peptide, Myristoylated). The inhibition of CaMKII did not affect the meiosis resumption and the ER after the PA. However, there was no spindle rotation at telophase II stage when the CaMKII was inhibited. These results showed that although the CamKII has no effect on resumption of meiosis, it participates in the regulation of cell cycle progression after PA of bovine oocytes. In experiment 2, was evaluated the role of PKC on PA bovine oocytes. The oocytes were parthenogenetically activated in the presence or absence of 10&mu;M of PKC inhibitor (Bisindolymaleimide I). The PKC inhibition did not affected the resumption of meiosis and the progression through the cell cycle until the stage of telophase II. However, the ER organization was affected by PKC inhibition. A similar result was obtained when the oocytes were activated in the presence of cytochalasin C, which promotes the depolymerization of the actin filaments. The current experiment showed the participation of the PKC-actin pathway at the ER organization in the bovine oocytes activation.

Epithelial to mesenchymal transition (EMT) is an important process in embryonic development, tissue repair, inflammation, and cancer. During EMT, epithelial cells disassemble cell-cell adhesions, lose apicobasal polarity, and initiate migratory and invasive processes that allow individual cells to colonize distant sites. It is the means by which non-invasive tumors progress into malignant, metastatic carcinomas. In vitro, EMT occurs in two steps. First, cells spread out, increasing in surface area and pushing the colony borders out. Then cells contract, pulling away from neighboring cells and rupturing cell-cell junctions, resulting in individual highly migratory cells. Recent discoveries indicate that calcium signaling is central in EMT. Both previous data with patch clamping and new calcium imaging data show a series of calcium influxes in cells induced to undergo EMT with hepatocyte growth factor (HGF). It has also been shown that blocking calcium signaling prevents EMT from progressing normally. However, it is not known if calcium alone is sufficient to drive EMT behaviors. By experimentally triggering calcium influxes with an optigenetic cation channel, the behaviors that calcium influxes induce can be determined noninvasively, without use of drugs that may have secondary effects. The results of using the optigenetic set up along with live cell imaging are that cells become more motile and disrupt normal epithelial cell-cell adhesions. This behavior is believed to be due to increased cell contractility downstream of calcium signaling, and is dependent on Ca2+/calmodulin-dependent protein kinase II (CaMKII). When cells are pre-treated with CaMKII inhibitor before HGF addition, they undergo the spreading step of EMT without subsequent cellular contraction and rupture of cell-cell junctions. CaMKII is a protein kinase that is activated by binding Ca2+/calmodulin, and is a known downstream component of calcium signaling. CaMKII is known to affect the actin cytoskeleton by both physically bundling actin filaments to increase their rigidity, and through signaling by activation of myosin light chain kinase (MLCK), which has a role in stress fiber formation. Immunofluorescence did not show colocalization of CaMKII with actin, ruling out regulation through actin bundling. However, CaMKII does appear to have a role in stress fiber formation. EMT induced with HGF treatment results in increased numbers of stress fibers as well as trans-cellular actin network formation, both actin structures decorated with non-muscle myosin II (NMII). CaMKII inhibition not only blocks these actin formations, but it also decreases stress fiber levels below basal unstimulated levels in cells that have not been treated with HGF. This suggests that CaMKII has a role in regulating contractility through cellular actin networks, indicating a mechanism for calcium's role in cellular contractility in EMT.

NF-κB transcription factors are regulators of a wide spectrum of genes involved in immune responses and inflammation as well as cellular proliferation and survival. Transcriptionally competent NF-κB dimers are retained in the cytoplasm of resting cells by binding to inhibitors of NF-κB (IκBs). Stimuli that activate NF-κB converge on the activation of the IκB kinase (IKK), resulting in phosphorylation and subsequent proteasomal degradation of IκB. This releases functional NF-κB dimers that rapidly move to the nucleus where they regulate transcription of NF-κB-dependent target genes. The study of signalling to NF-κB from T and B lymphocyte antigen receptors is a field of intense investigation, and much attention is focused on the complex of the molecular scaffolding proteins Carma1, Bcl10 and MALT1. Together, these are crucial for the organisation of a structure beneath the activated receptor, termed the immunological synapse. IKK is recruited to this structure and becomes activated, subsequently leading to activation of NF-κB. Calcium (Ca2+) is a ubiquitous intracellular messenger that is involved in the regulation of numerous aspects of cellular function, including transcription. NF-κB activity is known to be regulated by changes in intracellular Ca2+ levels, such as those created by antigen receptor activation, but the mechanisms are to a large extent undefined. Ca2+ signals in cells are transmitted predominantly by the ubiquitous Ca2+ sensor protein calmodulin (CaM). Signalling that increases the intracellular Ca2+ concentration leads to binding of Ca2+ to CaM, which changes its structure, thereby allowing it to interact with a new range of target proteins. The studies of NF-κB signalling in lymphocytes presented here reveal that CaM is involved, both directly and indirectly, in the regulation of NF-κB. CaM was found to interact directly and in a Ca2+-dependent manner with the NF-κB proteins RelA and c-Rel after their signal-induced release from IκB. The interaction of CaM with c-Rel, but not RelA, was found to be inhibitory for its nuclear accumulation and transcriptional activity on Ca2+-regulated IL-2 and GM-CSF promoters; thus, CaM binding was found to differentially regulate c-Rel and RelA in lymphocytes. CaM was also shown to interact directly and in a Ca2+-dependent manner with Bcl10. The interaction was mapped to the Carma1-interacting CARD domain of Bcl10 and was found to have a negative effect on the ability of Bcl10 to bind to Carma1. Binding of CaM to Bcl10 also had a negative effect on activation of NF-κB after T cell receptor stimulation, since a point mutant of Bcl10 with reduced binding to CaM showed increased activation of an NF-κB reporter in Jurkat T cells, which was further enhanced by TCR-activating stimuli. In addition, CaM was found to positively regulate NF-κB activation indirectly through CaM-dependent kinase II (CaMKII). Inhibitors of CaM and CaMKII were shown to inhibit IκBα degradation in lymphocytes induced by phorbol ester or T cell receptor stimulation. The actions of CaMKII were mapped to a point upstream of IKK activation and further studies revealed that CaMKII is recruited to the immunological synapse, where it inducibly interacts with and phosphorylates Bcl10 at multiple sites. Phosphorylation of Bcl10 by CaMKII was shown to be important for the ability of Bcl10 to activate NF-κB, since mutation of the phosphorylation sites of Bcl10 inhibited Bcl10-induced transcriptional activity of NF-κB, in part by preventing signalinduced ubiquitination and degradation of Bcl10.

<p>Synaptic plasticity is the leading candidate for the cellular/molecular basis of learning and memory. One of the key molecules involved in synaptic plasticity is Calcium/calmodulin-dependent Kinase II (CaMKII). Synaptic plasticity can be expressed at a single dendritic spine independent of its neighboring dendritic spines. Here, we investigated how long the activity of CaMKII lasts during synaptic plasticity of single dendritic spines. We found that CaMKII activity lasted ~2 minutes during synaptic plasticity and was restricted to the dendritic spines undergoing synaptic plasticity while nearby dendritic spines did not show any change in the level of CaMKII activity. Our experimental data argue against the persistent activation of CaMKII in dendritic spines undergoing synaptic plasticity and suggest that the activity of CaMKII is a spine-specific biochemical signal necessary for synapse-specificity of synaptic plasticity. We provide a biophysical explanation of how spine-specific CaMKII activation can be achieved during synaptic plasticity. We also found that CaMKII is activated by highly localized calcium influx in the proximity of Voltage-dependent Calcium Channels (VDCCs) and a different set of VDCCs and their respective Ca2+ nanodomains are responsible for the differential activation of CaMKII between dendritic spines and dendritic shafts.</p> / Dissertation

Schizophrenia may result from altered gene expression leading to abnormal neurodevelopment. In a search for genes with altered expression in schizophrenia, cDNA library subtractive hybridization experiments using post-mortem human frontal cerebral cortices from schizophrenia individuals and neurological controls were performed. I found the mRNA of two neurodevelopmentally important genes, Nogo (RTN4) and calcium/calmodulin-dependent protein kinase II beta (CaMKIIβ), to be overexpressed in post-mortem frontal cortex tissues from patients who suffered with schizophrenia. I used the quantitative real-time polymerase chain reaction method to determined the mRNA levels of these genes in tissues from age- and sex-matched individuals. Nogo is a myelin-associated protein which inhibits the outgrowth of neurites and nerve terminals. The gene produces three splice variants, Nogo-A, B and C. I found Nogo-C mRNA to be overexpressed by 26% in schizophrenia. I also found a 17% reduction of Nogo-B mRNA in samples from individuals who had been diagnosed with severe depression. Furthermore, I showed that there is a direct correlation between the expression of both Nogo-A and -C and the presence of a CAA insert in the 3’UTR of the Nogo gene. CaMKII is a kinase localized at the postsynaptic density. The holoenzyme is primarily composed of the subunits α and β, encoded by two separate genes. It influences the expression of many neuroreceptors, in particular receptors of the glutamatergic pathway. CaMKII also mediates neural maturation during puberty, a time of onset of schizophrenia. The expression of CaMKIIα was elevated 29% in frontal cortex tissues of patients who suffered from depression. The expression of CaMKIIβ was elevated 27% in tissues of schizophrenia patients and 36% in tissues of patients diagnosed with depression. Upregulation of CaMKIIβ was associated with the presence of the CAA insert in at least one copy of the Nogo gene in a group containing both healthy subjects and patients with mental illness, possibly linking the CaMKII and Nogo pathways. The values for the expression of Nogo, CaMKIIα and CaMKIIβ were normalized to β-glucuronidase expression to minimize the effects of mRNA degradation. These results confirm that upregulation of Nogo-C and CaMKIIβ is likely associated with schizophrenia.

Schizophrenia may result from altered gene expression leading to abnormal neurodevelopment. In a search for genes with altered expression in schizophrenia, cDNA library subtractive hybridization experiments using post-mortem human frontal cerebral cortices from schizophrenia individuals and neurological controls were performed. I found the mRNA of two neurodevelopmentally important genes, Nogo (RTN4) and calcium/calmodulin-dependent protein kinase II beta (CaMKIIβ), to be overexpressed in post-mortem frontal cortex tissues from patients who suffered with schizophrenia. I used the quantitative real-time polymerase chain reaction method to determined the mRNA levels of these genes in tissues from age- and sex-matched individuals. Nogo is a myelin-associated protein which inhibits the outgrowth of neurites and nerve terminals. The gene produces three splice variants, Nogo-A, B and C. I found Nogo-C mRNA to be overexpressed by 26% in schizophrenia. I also found a 17% reduction of Nogo-B mRNA in samples from individuals who had been diagnosed with severe depression. Furthermore, I showed that there is a direct correlation between the expression of both Nogo-A and -C and the presence of a CAA insert in the 3’UTR of the Nogo gene. CaMKII is a kinase localized at the postsynaptic density. The holoenzyme is primarily composed of the subunits α and β, encoded by two separate genes. It influences the expression of many neuroreceptors, in particular receptors of the glutamatergic pathway. CaMKII also mediates neural maturation during puberty, a time of onset of schizophrenia. The expression of CaMKIIα was elevated 29% in frontal cortex tissues of patients who suffered from depression. The expression of CaMKIIβ was elevated 27% in tissues of schizophrenia patients and 36% in tissues of patients diagnosed with depression. Upregulation of CaMKIIβ was associated with the presence of the CAA insert in at least one copy of the Nogo gene in a group containing both healthy subjects and patients with mental illness, possibly linking the CaMKII and Nogo pathways. The values for the expression of Nogo, CaMKIIα and CaMKIIβ were normalized to β-glucuronidase expression to minimize the effects of mRNA degradation. These results confirm that upregulation of Nogo-C and CaMKIIβ is likely associated with schizophrenia.

<p>The basal ganglia form an important structure centrally placed in the brain. They receive input from motor, associative and limbic areas, and produce output mainly to the thalamus and the brain stem. The basal ganglia have been implied in cognitive and motor functions. One way to understand the basal ganglia is to take a look at the diseases that affect them. Both Parkinson's disease and Huntington's disease with their motor problems are results of malfunctioning basal ganglia. There are also indications that these diseases affect cognitive functions. Drug addiction is another example that involves this structure, which is also important for motivation and selection of behaviour.</p><p>In this licentiate thesis I am laying the groundwork for a detailed model of the striatum, which is the input stage of the basal ganglia. The striatum receives glutamatergic input from the cortex and thalamus, as well as dopaminergic input from substantia nigra. The majority of the neurons in the striatum are medium spiny (MS) projection neurons that project mainly to globus pallidus but also to other neurons in the striatum and to both dopamine producing and GABAergic neurons in substantia nigra. In addition to the MS neurons there are fast spiking (FS) interneurons that are in a position to regulate the firing of the MS neurons. These FS neurons are few, but connected into large networks through electrical synapses that could synchronise their effect. By forming strong inhibitory synapses on the MS neurons the FS neurons have a powerful influence on the striatal output. The inhibitory output of the basal ganglia on the thalamus is believed to keep prepared motor commands on hold, but once one of them is disinhibited, then the selected motor command is executed. This disinhibition is initiated in the striatum by the MS neurons.</p><p>Both MS and FS neurons are active during so called up-states, which are periods of elevated cortical input to striatum. Here I have studied the FS neurons and their ability to detect such up-states. This is important because FS neurons can delay spikes in MS neurons and the time between up-state onset and the first spike in the MS neurons is correlated with the amount of calcium entering the MS neuron, which in turn might have implications for plasticity and learning of new behaviours. The effect of different combinations of electrical couplings between two FS neurons has been tested, where the location, number and strength of these gap junctions have been varied. I studied both the ability of the FS neurons to fire action potentials during the up-state, and the synchronisation between neighbouring FS neurons due to electrical coupling. I found that both proximal and distal gap junctions synchronised the firing, but the distal gap junctions did not have the same temporal precision. The ability of the FS neurons to detect an up-state was affected by whether the neighbouring FS neuron also received up-state input or not. This effect was more pronounced for distal gap junctions than proximal ones, due to a stronger shunting effect of distal gap junctions when the dendrites were synaptically activated.</p><p>We have also performed initial stochastic simulations of the Ca²⁺-calmodulin-dependent protein kinase II (CaMKII). The purpose here is to build the knowledge as well as the tools necessary for biochemical simulations of intracellular processes that are important for plasticity in the MS neurons. The simulated biochemical pathways will then be integrated into an existing model of a full MS neuron. Another venue to explore is to build striatal network models consisting of MS and FS neurons and using experimental data of the striatal microcircuitry. With these different approaches we will improve our understanding of striatal information processing.</p>

<p>The olfactory system is believed to be the oldest sensory system. It developed to detect and analyse chemical information in the form of odours, and its organisation follows the same principles in almost all living animals - insects as well as mammals. Likely, the similarities are due to parallel evolution - the same type of organisation has arisen more than once. Therefore, the olfactory system is often assumed to be close to optimally designed for its tasks. Paradoxically, the workings of the olfactory system are not yet well known, although several milestone discoveries have been made during the last decades. The most well-known is probably the disovery of the olfactory receptor gene family, announced in 1991 by Linda Buck and Richard Axel. For this and subsequent work, they were awarded a Nobel Prize Award in 2004. This achievement has been of immense value for both experimentalists and theorists, and forms the basis of the current understanding of olfaction. The olfactory system has long been a focus for scientific interest, both experimental and theoretical. Ever since the field of computational neuroscience was founded, the functions of the olfactory system have been investigated through computational modelling. In this thesis, I present the basis of a biologically realistic model of the olfactory system. Our goal is to be able to represent the whole olfactory system. We are not there yet, but we have some of the necessary building blocks; a model of the input from the olfactory receptor neuron population and a model of the olfactory bulb. Taking into account the reported variability of geometrical, electrical and receptor-dependent neuronal characteristics, we have been able to model the frequency response of a population of olfactory receptor neurons. By constructing several olfactory bulb models of different size, we have shown that the size of the bulb network has an impact on its ability to process noisy information. We have also, through biochemical modelling, investigated the behaviour of the enzyme CaMKII which is known to be critical for early olfactory adaptation (suppression of constant odour stimuli).</p> / <p>Luktsystemet anses allmänt vara det äldsta sensoriska systemet. Det utvecklades för att upptäcka och analysera kemisk information i form av lukter, och det är organiserat efter samma principer hos nästan alla djurarter: insekter så väl som däggdjur. Troligen beror likheterna på parallell evolution -- samma organisation har uppstått mer än en gång. Därför antas det ofta att luktsystemet är nära optimalt anpassat för sina arbetsuppgifter. Paradoxalt nog är luktsystemets arbetssätt ännu inte väl känt, även om flera banbrytande framsteg gjorts de senaste decennierna. Det mest välkända är nog upptäckten av genfamiljen av luktreceptorer, som tillkännagavs 1991 av Linda Buck och Rikard Axel. För detta och efterföljande arbete belönades de med Nobelpriset år 2004. Upptäckten har varit mycket värdefull för både experimentalister och teoretiker, och formar grunden för vår nuvarande förståelse av luktsystemet. Luktsystemet har länge varit ett fokus för vetenskapligt intresse, både experimentellt och teoretiskt. Ända sedan fältet beräkningsbiologi grundades har luktsystemet undersökts genom datormodellering. I denna avhandling presenterar jag grunden för en biologiskt realistisk modell av luktsystemet. Vårt mål är att kunna representera hela luktsystemet. Så långt har vi ännu inte nått, men vi har några av de nödvändiga byggstenarna: en modell av signalerna från populationen av luktreceptorceller, och en modell av luktbulben. Genom att ta hänsyn till nervcellernas rapporterade variationer i geometriska, elektriska och receptor-beroende karaktärsdrag har vi lyckats modellera svarsfrekvenserna från en population av luktreceptorceller. Genom att konstruera flera olika stora modeller av luktbulben har vi visat att storleken på luktbulbens cellnätverk påverkar dess förmåga att behandla brusig information. Vi har också, genom biokemisk modellering, undersökt beteendet hos enzymet CaMKII, som är kritiskt viktigt för adaptering (undertryckning av ständigt närvarande luktstimuli) i luktsystemet.</p>