In certain diseases, like Multiple Sklerosis and Alzheimer's disease, the progression of the disease can be measured by whole brain atrophy. A difficulty with this is that all people have very different scull sizes, thus also very different brain sizes. This makes it almost impossible to establish "normal values" for brain size. The spread is very large and the method is not practical to use for individual patients. A method with less spread in healthy persons is to use the ratio of the Brain Parenchymal Fraction (BPF). The use of Brain Parenchymal Fraction has increased steadily since it was first introduced in 1999.  BPF = BPV/ICV This study was performed to increase the knowledge of what is normal and to evaluate the robustness of the BPF as a measurement for brain atrophy. Among other things, the change in the BPF when calculated from incomplete volumes (parts of the scull missing in the set of MR images) was evaluated.  The results show that when parts are missing from the top (superior) of the scull the resulting BPF is strictly higher than the correct PBF and when parts are missing from the lower (inferior) part of teh scull the resulting BPF is stritly lower than teh correct value.  Two different methods where tried to compensate for missing parts. The first method was to find a variable factor to compensate with, the size of this factor was depending on how much of the scull that was missing. The second method was to interpolate the ICV and BPV curves and from the new interpolated curves, calculate a new BPF. The method of compensating incomplete volumes using a factor calculated as a function of the intercranial volume of the first/last available slice turned out to be the better.

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Background Multiple sclerosis (MS) is an autoimmune disease characterised by inflammatory damage to the central nervous system (CNS). Accumulated CNS injury can be quantified as brain atrophy, definable as a reduction in brain parenchymal fraction (BPF). BPF correlate with disability in MS and is used routinely as an endpoint in clinical trials. In 2009/2010, a new MS clinical care program, that includes follow-up of BPF, was introduced at Umeå University Hospital (NUS). Levels of neurofilament light polypetide (NFL) and glial fibrillary acidic protein (GFAP) in cerebrospinal fluid (CSF) are markers of axonal and astrocytic injury, respectively, and also potential surrogate biomarkers for BPF decline. The goals of this thesis were to establish age-adjusted values of BPF in healthy individuals and to relate these to the BPF values from individuals with MS as well as to the levels of NFL and GFAP in CSF. Another goal was to investigate if expanded disability status scale (EDSS)-worsening could be predicted in a clinical MS cohort and if BPF measurements could contribute to such predictions. Methods A group of 111 healthy individuals volunteered to participate in the studies. A total of 106 of these underwent MRI with BPF measurements, 53 underwent lumbar puncture (LP) with measurement of NFL and GFAP and 48 underwent both MRI and LP. Three different automatic and one manual method were utilised to determine BPF. A literature search on BPF in healthy individuals was performed for the purpose of a systematic review. For studying disability progression in MS, all individuals with MS followed at NUS and included in the Swedish MS registry were included if they had matched data on BPF, EDSS and lesion load as part of clinical follow-up (n=278). Results BPF as well as NFL and GFAP levels in CSF were all associated with age. NFL was associated with BPF and GFAP, but only the association with GFAP was retained when adjusting for age. Significant differences were found between different methods for BPF determination. In the MS population, BPF was associated with EDSS. Only progressive disease course could predict EDSS worsening. Conclusion The data on BPF and levels of NFL and GFAP in CSF of healthy individuals can aid in the interpretation of these variables in the setting of MS. Knowledge on differences in BPF data from different methods for BPF determination can be useful in comparing data across studies, but also highlights the need for a commonly accepted gold standard. The correlation between GFAP and NFL levels in CSF may indicate an association between glial and axonal turnover that is independent of the aging effect on the brain. However, the low number of volunteers for LP precluded clear conclusions. An association between BPF and EDSS was seen in the MS group. The ability to predict EDSS worsening in the clinical MS cohort was limited.

Cerebral small-vessel damage manifests as white matter hyperintensities and cerebral atrophy on brain MRI and is associated with aging, cognitive decline and dementia. We sought to examine the interrelationship of these imaging biomarkers and the influence of hypertension in older individuals. We used a multivariate spatial covariance neuroimaging technique to localize the effects of white matter lesion load on regional gray matter volume and assessed the role of blood pressure control, age and education on this relationship. Using a case-control design matching for age, gender, and educational attainment we selected 64 participants with normal blood pressure, controlled hypertension or uncontrolled hypertension from the Northern Manhattan Study cohort. We applied gray matter voxel-based morphometry with the scaled subprofile model to (1) identify regional covariance patterns of gray matter volume differences associated with white matter lesion load, (2) compare this relationship across blood pressure groups, and (3) relate it to cognitive performance. In this group of participants aged 60-86 years, we identified a pattern of reduced gray matter volume associated with white matter lesion load in bilateral temporal-parietal regions with relative preservation of volume in the basal forebrain, thalami and cingulate cortex. This pattern was expressed most in the uncontrolled hypertension group and least in the normotensives, but was also more evident in older and more educated individuals. Expression of this pattern was associated with worse performance in executive function and memory. In summary, white matter lesions from small-vessel disease are associated with a regional pattern of gray matter atrophy that is mitigated by blood pressure control, exacerbated by aging, and associated with cognitive performance.

A hipóxia-isquemia (HI) encefálica neonatal pode gerar sequelas neurológicas permanentes nos indivíduos que sobrevivem a este evento precoce. Dentre estas sequelas, o diagnóstico de Transtorno de déficit de atenção e hiperatividade (TDAH) já foi relacionado em pesquisa clínica. Sabendo que não há consenso de um modelo adequado para o estudo do TDAH em pesquisa experimental, novas abordagens que contribuam para o desenvolvimento desse modelo são necessárias. Assim, o objetivo do presente estudo foi investigar se a HI neonatal contribui para o desenvolvimento das características comportamentais relacionadas ao TDAH na fase adulta em ratos e correlacionar os resultados comportamentais com o volume da lesão encefálica. Para isso, ratos Wistar machos foram divididos em dois grupos: hipóxia-isquemia (HI, n=12) e controle (CT, n=10). O procedimento de HI consistiu na combinação da oclusão da artéria carótida comum direita no 7º dia pós-natal com exposição a uma atmosfera hipóxica (8% O2 e 92% N2, durante 90 minutos). Durante a fase adulta, ao atingir dois meses de idade, os animais foram testados no teste attentional set-shifting (ASS) para avaliar flexibilidade comportamental atencional e no teste de tolerância ao atraso da recompensa, para avaliação da escolha impulsiva. Os resultados mostraram que os animais submetidos à HI apresentaram prejuízo na função executiva, avaliado no ASS, evidenciado por uma inflexibilidade comportamental quando a regra para a execução da tarefa era mudada (p ≤ ,05 para o número de tentativas para passar dos estágios de Reversão 2 e Reversão 3, assim como o número de erros nesses estágios, além do estágio de mudança extradimensional – Teste t não-pareado). No teste de tolerância ao atraso da recompensa, não foi observada uma maior impulsividade dos animais HI, tendo os dois grupos um comportamento similar neste teste. Além disso, as avaliações do volume encefálico pelo Método de Cavalieri demonstraram uma atrofia no grupo HI no hemisfério total, córtex cerebral, substância branca, hipocampo e estriado, principalmente no lado ipsilateral à lesão (p ≤ ,05, Teste t não-pareado). Considerando esses resultados, podemos inferir que a HI neonatal é um fator ambiental que pode contribuir para o desenvolvimento das características comportamentais observadas no TDAH, e que estas são associadas a uma atrofia encefálica geral. / Neonatal hypoxic-ischemic encephalopathy (HI) can cause permanent neurological sequelae in survivors of this early event. Among these sequelae, the diagnosis of attention deficit hyperactivity disorder (ADHD) has already been linked in clinical research. There is no consensus about an ideal ADHD model in experimental research, being necessary new approaches that contribute to the development of this model. Thus, the aim of this study was to investigate whether HI contributes to the development of characteristics related to ADHD in adult rats and correlate the behavioral results with brain damage volume. Male Wistar rats were divided into two groups: hypoxia-ischemia (HI, n=12) and control (CT, n=10). The HI procedure consist of a permanent occlusion of the right common carotid artery followed by a period of hypoxia (90 min; 8% O2 and 92% N2), at seventh postnatal day (PND). Two months later, animals were evaluated in attentional set-shifting test (ASS) for assessment of attentional flexibility and in the tolerance to delay of reward, for evaluation of impulsivity choice. Our results demonstrated that animals submitted to HI manifest impairments in executive function, evidenced by a behavioral inflexibility when the rule for the execution of the ASS task was changed (p ≤ ,05 for number of trials to reach the criterion in Reversion 2 and 3 stages, as well as in number of erros in these stages, in addition to the Extradimensional shift stage – Unpaired t test). In the tolerance to delay of reward, no greater impulsivity of HI animals was observed, with both groups demonstrating similar behavior in this task. Moreover, the assessments of brain volume by Cavalieri method demonstrated atrophy in HI group in total hemisphere, cerebral cortex, white matter, hippocampus and striatum, especially on the side ipsilateral to the lesion (p ≤ ,05 – Unpaired t test). Considering these results, we can infer that neonatal HI is an environmental factor that could contribute to the development of behavioral characteristics observed in ADHD which are associated to general brain atrophy.

A hipóxia-isquemia (HI) encefálica neonatal pode gerar sequelas neurológicas permanentes nos indivíduos que sobrevivem a este evento precoce. Dentre estas sequelas, o diagnóstico de Transtorno de déficit de atenção e hiperatividade (TDAH) já foi relacionado em pesquisa clínica. Sabendo que não há consenso de um modelo adequado para o estudo do TDAH em pesquisa experimental, novas abordagens que contribuam para o desenvolvimento desse modelo são necessárias. Assim, o objetivo do presente estudo foi investigar se a HI neonatal contribui para o desenvolvimento das características comportamentais relacionadas ao TDAH na fase adulta em ratos e correlacionar os resultados comportamentais com o volume da lesão encefálica. Para isso, ratos Wistar machos foram divididos em dois grupos: hipóxia-isquemia (HI, n=12) e controle (CT, n=10). O procedimento de HI consistiu na combinação da oclusão da artéria carótida comum direita no 7º dia pós-natal com exposição a uma atmosfera hipóxica (8% O2 e 92% N2, durante 90 minutos). Durante a fase adulta, ao atingir dois meses de idade, os animais foram testados no teste attentional set-shifting (ASS) para avaliar flexibilidade comportamental atencional e no teste de tolerância ao atraso da recompensa, para avaliação da escolha impulsiva. Os resultados mostraram que os animais submetidos à HI apresentaram prejuízo na função executiva, avaliado no ASS, evidenciado por uma inflexibilidade comportamental quando a regra para a execução da tarefa era mudada (p ≤ ,05 para o número de tentativas para passar dos estágios de Reversão 2 e Reversão 3, assim como o número de erros nesses estágios, além do estágio de mudança extradimensional – Teste t não-pareado). No teste de tolerância ao atraso da recompensa, não foi observada uma maior impulsividade dos animais HI, tendo os dois grupos um comportamento similar neste teste. Além disso, as avaliações do volume encefálico pelo Método de Cavalieri demonstraram uma atrofia no grupo HI no hemisfério total, córtex cerebral, substância branca, hipocampo e estriado, principalmente no lado ipsilateral à lesão (p ≤ ,05, Teste t não-pareado). Considerando esses resultados, podemos inferir que a HI neonatal é um fator ambiental que pode contribuir para o desenvolvimento das características comportamentais observadas no TDAH, e que estas são associadas a uma atrofia encefálica geral. / Neonatal hypoxic-ischemic encephalopathy (HI) can cause permanent neurological sequelae in survivors of this early event. Among these sequelae, the diagnosis of attention deficit hyperactivity disorder (ADHD) has already been linked in clinical research. There is no consensus about an ideal ADHD model in experimental research, being necessary new approaches that contribute to the development of this model. Thus, the aim of this study was to investigate whether HI contributes to the development of characteristics related to ADHD in adult rats and correlate the behavioral results with brain damage volume. Male Wistar rats were divided into two groups: hypoxia-ischemia (HI, n=12) and control (CT, n=10). The HI procedure consist of a permanent occlusion of the right common carotid artery followed by a period of hypoxia (90 min; 8% O2 and 92% N2), at seventh postnatal day (PND). Two months later, animals were evaluated in attentional set-shifting test (ASS) for assessment of attentional flexibility and in the tolerance to delay of reward, for evaluation of impulsivity choice. Our results demonstrated that animals submitted to HI manifest impairments in executive function, evidenced by a behavioral inflexibility when the rule for the execution of the ASS task was changed (p ≤ ,05 for number of trials to reach the criterion in Reversion 2 and 3 stages, as well as in number of erros in these stages, in addition to the Extradimensional shift stage – Unpaired t test). In the tolerance to delay of reward, no greater impulsivity of HI animals was observed, with both groups demonstrating similar behavior in this task. Moreover, the assessments of brain volume by Cavalieri method demonstrated atrophy in HI group in total hemisphere, cerebral cortex, white matter, hippocampus and striatum, especially on the side ipsilateral to the lesion (p ≤ ,05 – Unpaired t test). Considering these results, we can infer that neonatal HI is an environmental factor that could contribute to the development of behavioral characteristics observed in ADHD which are associated to general brain atrophy.

A hipóxia-isquemia (HI) encefálica neonatal pode gerar sequelas neurológicas permanentes nos indivíduos que sobrevivem a este evento precoce. Dentre estas sequelas, o diagnóstico de Transtorno de déficit de atenção e hiperatividade (TDAH) já foi relacionado em pesquisa clínica. Sabendo que não há consenso de um modelo adequado para o estudo do TDAH em pesquisa experimental, novas abordagens que contribuam para o desenvolvimento desse modelo são necessárias. Assim, o objetivo do presente estudo foi investigar se a HI neonatal contribui para o desenvolvimento das características comportamentais relacionadas ao TDAH na fase adulta em ratos e correlacionar os resultados comportamentais com o volume da lesão encefálica. Para isso, ratos Wistar machos foram divididos em dois grupos: hipóxia-isquemia (HI, n=12) e controle (CT, n=10). O procedimento de HI consistiu na combinação da oclusão da artéria carótida comum direita no 7º dia pós-natal com exposição a uma atmosfera hipóxica (8% O2 e 92% N2, durante 90 minutos). Durante a fase adulta, ao atingir dois meses de idade, os animais foram testados no teste attentional set-shifting (ASS) para avaliar flexibilidade comportamental atencional e no teste de tolerância ao atraso da recompensa, para avaliação da escolha impulsiva. Os resultados mostraram que os animais submetidos à HI apresentaram prejuízo na função executiva, avaliado no ASS, evidenciado por uma inflexibilidade comportamental quando a regra para a execução da tarefa era mudada (p ≤ ,05 para o número de tentativas para passar dos estágios de Reversão 2 e Reversão 3, assim como o número de erros nesses estágios, além do estágio de mudança extradimensional – Teste t não-pareado). No teste de tolerância ao atraso da recompensa, não foi observada uma maior impulsividade dos animais HI, tendo os dois grupos um comportamento similar neste teste. Além disso, as avaliações do volume encefálico pelo Método de Cavalieri demonstraram uma atrofia no grupo HI no hemisfério total, córtex cerebral, substância branca, hipocampo e estriado, principalmente no lado ipsilateral à lesão (p ≤ ,05, Teste t não-pareado). Considerando esses resultados, podemos inferir que a HI neonatal é um fator ambiental que pode contribuir para o desenvolvimento das características comportamentais observadas no TDAH, e que estas são associadas a uma atrofia encefálica geral. / Neonatal hypoxic-ischemic encephalopathy (HI) can cause permanent neurological sequelae in survivors of this early event. Among these sequelae, the diagnosis of attention deficit hyperactivity disorder (ADHD) has already been linked in clinical research. There is no consensus about an ideal ADHD model in experimental research, being necessary new approaches that contribute to the development of this model. Thus, the aim of this study was to investigate whether HI contributes to the development of characteristics related to ADHD in adult rats and correlate the behavioral results with brain damage volume. Male Wistar rats were divided into two groups: hypoxia-ischemia (HI, n=12) and control (CT, n=10). The HI procedure consist of a permanent occlusion of the right common carotid artery followed by a period of hypoxia (90 min; 8% O2 and 92% N2), at seventh postnatal day (PND). Two months later, animals were evaluated in attentional set-shifting test (ASS) for assessment of attentional flexibility and in the tolerance to delay of reward, for evaluation of impulsivity choice. Our results demonstrated that animals submitted to HI manifest impairments in executive function, evidenced by a behavioral inflexibility when the rule for the execution of the ASS task was changed (p ≤ ,05 for number of trials to reach the criterion in Reversion 2 and 3 stages, as well as in number of erros in these stages, in addition to the Extradimensional shift stage – Unpaired t test). In the tolerance to delay of reward, no greater impulsivity of HI animals was observed, with both groups demonstrating similar behavior in this task. Moreover, the assessments of brain volume by Cavalieri method demonstrated atrophy in HI group in total hemisphere, cerebral cortex, white matter, hippocampus and striatum, especially on the side ipsilateral to the lesion (p ≤ ,05 – Unpaired t test). Considering these results, we can infer that neonatal HI is an environmental factor that could contribute to the development of behavioral characteristics observed in ADHD which are associated to general brain atrophy.

Nombre de personnes âgées, a placé le vieillissement cérébral et ses pathologies associées dans lesdéfis majeurs de ce début de XXIème siècle. Ce travail de thèse consiste à étudier et quantifierl’impact de la consommation de cigarette sur le vieillissement morphologique cérébral au seind’une grande cohorte de volontaires sains, celle de l’étude 3 Cités. Nous nous sommes attachés àévaluer et comparer son impact, par rapport à d’autres facteurs accélérant le vieillissementcérébral, dans des études transversales et longitudinales. Il en ressort que le tabac à un effet,principalement global, plus important que les facteurs de risque cardiovasculaires inclus dans cetteétude, et de même ampleur que celui de l’âge. Nous montrons que cet effet est arrêté avec laconsommation, montrant qu’une prévention chez les personnes âgés pourrait s’avérer d’un bénéficemajeur pour la société. De plus, les analyses ont été réalisées en séparant les femmes et leshommes dans nos analyses. Cela nous a permit de mettre en évidence une influence différentiellede la consommation de tabac sur le vieillissement cérébral dans les deux sexes.Néanmoins, les résultats présentés ont pour la plupart jamais été montrés et cela demande laréplication de l’étude dans une autre population / The increase in life expectancy seen during the XXth century, followed by an increase in theproportion of elderly, placed the study of brain aging and of its accompanying diseases in thespotlight. This thesis had for goal the study and quantification of the impact of tobaccoconsumption on brain morphological aging in a large cohort of elderly subjects from the Three CitiesStudy. We focused to evaluate and compare its impact, in comparison with other factors known toinfluence brain aging, in longitudinals and cross-sectionals studies. We show that tobacco smokinghas an effect, mainly global, more important than the others cardiovascular risk factors included inthis study and as important as the effect of age. Also, we have found that this effect stops with theconsumption, showing that prevention among the elderly population might be of major interest forsociety. Moreover, analysis have been conducted in men and women separately, allowing us to finddifferential effects of tobacco consumption on the brain morphological aging in the two sexes.

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