A 28-year-old female patient with active and difficult-to-treat systemic lupus erythematosus (SLE) was diagnosed with liver-dominant diffused large B-cell lymphoma. Repeated response 18F-FDG-PET studies showed persistently high, and, despite intensified immunochemotherapy, further increasing metabolic activity of one of the hepatic lymphoma residuals, whereas all other initial lymphoma manifestations had achieved complete metabolic remission. As biopsy of the 18F-FDG-PET-positive liver residual turned out to be inconclusive, complete resection was performed. Subsequent histopathological examination, however, revealed only necrotic tissue. Thus, no further lymphoma treatment was scheduled. The patient undergoes regular surveillance and is disease-free 13 months after resection. Similarly, treatment of SLE is no longer required due to lack of activity already after the first two cycles of lymphoma treatment. The case shows how closely SLE and diffused large B-cell lymphoma can be connected and stresses the importance of interdisciplinary treatment approaches. In the future, artificial intelligence may help to further classify 18F-FDG-PET-positive lymphoma residuals. This could lead to an increase of the positive predictive value of interim- and end-of-treatment 18F-FDG-PET. The patient’s point of view enables another instructive perspective on the course of treatment, which often remains hidden to treating physicians due to lack of time in clinical routine.

Introduction: The role of positron emission tomography (PET) with 2-[18F]fluoro-2-deoxy-D-glucose ([18F]FDG) is currently under evaluation in urologic oncology. The aim of the present study was to investigate the use of [18F]FDG positron emission tomography ([18F]FDG-PET) in the detection and treatment control of malignant germ cell tumors compared to computed tomography (CT). Materials and Methods: Thirty-two PET studies and CT scans were carried out in 23 patients with histologically proven germ cell tumors (10 seminomas, 12 non-seminomatous germ cell tumors (NSGCT), 1 unclassified serologic recurrent disease) Lugano stage I–III. The scans were done either after initial diagnosis (n = 21) and/or within 3–45 days after chemotherapy was completed (n = 11). PET and CT were validated either by histology (n = 7) or clinical follow-up of 6–11 months after the last PET study has been performed (n = 16). Sensitivity, specificity, accuracy, positive and negative predictive values were determined for PET and CT. Differences between PET and CT for parameters of diagnostic value were evaluated by =χ2 test. Results: Although not statistically significant, the sensitivity, accuracy and negative predictive value were higher for PET than for CT with respect to the detection of metastatic infradiaphragmatic and supradiaphragmatic lesions after initial diagnosis. The specificity and positive predictive value of PET and CT were comparable. After chemotherapy, PET was found to be significantly superior in specificity and accuracy compared to CT with respect to infradiaphragmatic lesions (p < 0.05). False-positive PET findings in supradiaphragmatic lesions after chemotherapy occurred in the case of inflammatory processes and resulted in a loss of specificity and accuracy compared to CT (p < 0.05). Conclusions: These preliminary results demonstrate [18F]FDG-PET to be a useful diagnostic tool for the initial staging and treatment control in patients with germ cell tumors. Possible advantages compared to CT, however, are as yet not clearly defined. The possibility of false-positive PET findings due to reactive supradiaphragmatic inflammatory processes early after chemotherapy have to be considered. / Dieser Beitrag ist mit Zustimmung des Rechteinhabers aufgrund einer (DFG-geförderten) Allianz- bzw. Nationallizenz frei zugänglich.

Le cancer est chaque année responsable de 7,6 millions de décès dans le monde. L'amélioration des traitements constitue donc un enjeu majeur de santé publique. Il a été démontré que l'association d'un diagnostic précoce et d'un traitement efficace était associée à un impact significatif sur la survie des patients. De nombreux facteurs pronostics de la survie ont été identités et sont actuellement utilisés en routine clinique. Ce diagnostic est souvent réalisé en partieà l'aide de l'imagerie de Tomographie par Emission de Positons (TEP), cette dernière s'étantavérée être un outil très performant pour l'identification des tumeurs et métastases dans uncertain nombre de modèles de cancer. La TEP fait partie des modalités d'imagerie fonctionnelleet a donc le potentiel de fournir des informations liées à la biologie sous-jacente des cancers.Toutefois, du fait de sa faible résolution spatiale, elle n'avait que très peu été utilisée avec cet objectif.Ce travail de thèse a consisté à étudier des paramètres quantitatifs pouvant être extraitsde ces images, plus spécifiquement ceux permettant la caractérisation de l'hétérogénéité intratumorale. Nous avons pu identifier un ensemble de paramètres issus de l'analyse de texture quisont reproductibles, robustes aux effets de volume partiel et à la méthode de segmentation, etvraisemblablement liés à la physiologie tumorale. Nous avons également pu mettre en évidencele potentiel de ces paramètres extraits d'images de diagnostic, pour contribuer à la prédiction dela réponse thérapeutique ainsi que comme facteur pronostic. Ces nouveaux indices quantitatifspourraient à relativement court terme venir compléter les facteurs de référence courammentutilisés aujourd'hui en oncologie pour la prise en charge thérapeutique des patients.

C. burnetii est une bactérie intracellulaire strcite. Récemment, un milieu axénique, nommé ACCM 2 a été développé, et permet la culture de cette bactérie en atmosphère microaérophile. Nous avons testé si l’ajout d’acide urique dans le milieu de culture pouvait permettre une culture en milieu aérobie. Nous avons observé une croissance de C. burnetii incubée en conditions aérobies dans le milieu ACCM2 enrichi en acide urique. A Cayenne, en Guyane Française, les pneumopathies causées par C. burnetii sont fréquentes et sévères. Nous avons analysé le génome d’une souche isolée à Cayenne. Ce travail a mis en évidence une délétion de 6105 pb intéressant le gène du système de sécrétion de type 1 (T1SS). Cette réduction de génome est probablement impliquée dans l’hypervirulence des souches de Cayenne. Enfin, nous avons testé la sensibilité aux antibiotiques de 6 souches isolées à partir de patients vivant à Cayenne. Ces souches étaient toutes sensibles à la doxycycline et résistantes aux macrolides. Dans une troisième partie nous avons analysé l’apport du TEP scanner dans le diagnostic des infections à C. burnetii. 167 patients atteints d’infections à C. burnetii ont bénéficié d’un TEP scanner. Nous avons retrouvé une proportion élevée de fixations ostéo-articulaires (21) et ganglionnaires (27), et nous avons proposé de nouvelles définitions pour ces localisations. Nous avons ensuite étudié l’impact du traitement chirurgical chez les patients atteints d’infections vasculaires. Une analyse rétrospective de 86 patients atteints d’infections vasculaires a montré que la chirurgie était associée à une diminution de la mortalité à 2,5 ans et à une meilleure évolution sérologique / C. burnetii is an intracellular bacterium. Recently, an axenic medium, named ACCM 2, has been developed and allows the culture of this bacterium in a microaerophilic atmosphere. We tested if the addition of uric acid in the medium could allow an aerobic culture. We observed growth of C. burnetii incubated under aerobic conditions in the ACCM2 medium enriched with uric acid. In Cayenne, French Guiana, pneumonia caused by C. burnetii are frequent and severe. We analyzed the genome of a strain from Cayenne. This work revealed a 6105 bp deletion in the gene of the type 1 secretion system (T1SS). This genome reduction is probably involved in the hypervirulence of Cayenne strains. Finally, we tested the antibiotic suceptibility of 6 strains isolated from patients living in Cayenne. These strains were all susceptible to doxycycline and resistant to macrolides. In a third part we analyzed the contribution of PET scanner in the diagnosis of C. burnetii infections. 167 patients with C. burnetii infections benefited from a PET scan. We found a high proportion of osteo-articular (21) and lymphadenitis (27) fixations, and we proposed new definitions for these locations. We then investigated the impact of surgical treatment in patients with vascular infections. A retrospective analysis of 86 patients with vascular infections showed that surgery was associated with a lower mortality at 2.5 years and a better serological outcome

Introduction: The role of positron emission tomography (PET) with 2-[18F]fluoro-2-deoxy-D-glucose ([18F]FDG) is currently under evaluation in urologic oncology. The aim of the present study was to investigate the use of [18F]FDG positron emission tomography ([18F]FDG-PET) in the detection and treatment control of malignant germ cell tumors compared to computed tomography (CT). Materials and Methods: Thirty-two PET studies and CT scans were carried out in 23 patients with histologically proven germ cell tumors (10 seminomas, 12 non-seminomatous germ cell tumors (NSGCT), 1 unclassified serologic recurrent disease) Lugano stage I–III. The scans were done either after initial diagnosis (n = 21) and/or within 3–45 days after chemotherapy was completed (n = 11). PET and CT were validated either by histology (n = 7) or clinical follow-up of 6–11 months after the last PET study has been performed (n = 16). Sensitivity, specificity, accuracy, positive and negative predictive values were determined for PET and CT. Differences between PET and CT for parameters of diagnostic value were evaluated by =χ2 test. Results: Although not statistically significant, the sensitivity, accuracy and negative predictive value were higher for PET than for CT with respect to the detection of metastatic infradiaphragmatic and supradiaphragmatic lesions after initial diagnosis. The specificity and positive predictive value of PET and CT were comparable. After chemotherapy, PET was found to be significantly superior in specificity and accuracy compared to CT with respect to infradiaphragmatic lesions (p < 0.05). False-positive PET findings in supradiaphragmatic lesions after chemotherapy occurred in the case of inflammatory processes and resulted in a loss of specificity and accuracy compared to CT (p < 0.05). Conclusions: These preliminary results demonstrate [18F]FDG-PET to be a useful diagnostic tool for the initial staging and treatment control in patients with germ cell tumors. Possible advantages compared to CT, however, are as yet not clearly defined. The possibility of false-positive PET findings due to reactive supradiaphragmatic inflammatory processes early after chemotherapy have to be considered. / Dieser Beitrag ist mit Zustimmung des Rechteinhabers aufgrund einer (DFG-geförderten) Allianz- bzw. Nationallizenz frei zugänglich.

Introdução: A tomografia por emissão de pósitrons (PET) permite a avaliação in vivo de alvos moleculares em doenças neurodegenerativas, como a doença de Alzheimer (DA). A deposição de placa Beta-amiloide pode ser avaliada por PET 11C-PIB, enquanto o PET 18F-FDG é utilizado para avaliar o metabolismo da glicose cerebral, que pode ser um indicador de lesão neuronal e disfunção sináptica. Além disso, a captação cerebral precoce de radiofármacos de PETamiloide pode determinar o fluxo sanguíneo cerebral regional. Mais estudos correlacionando a fase inicial de perfusão do 11C-PIB (11C-pPIB) e 18F-FDG ainda são necessários, considerando que o fluxo sanguíneo e o metabolismo da glicose cerebral são geralmente acoplados em repouso e durante as ativações neuronais. Objetivo: Avaliar se existe concordância diagnóstica e/ou topográfica entre a imagem na fase de perfusão do 11C-PIB (11C-pPIB), obtida entre 0 e 10 minutos, e a imagem metabólica de PET 18F-FDG através da quantificação por SPM (Statistical Parametric Mapping) e por análise visual, em sujeitos com DA e CCLa comparados aos controles idosos saudáveis. Métodos: CAPEPesq: Nº1.454.598. Noventa e três sujeitos foram alocados em três grupos de acordo com o diagnóstico clínico: doença de Alzheimer (DA - n = 27); Comprometimento Cognitivo Leve amnéstico (CCLa - n = 39); Controle idosos saudáveis (n = 27), estes foram submetidos a exames de imagens de RM ponderada em T1 e de PET/CT. A PET/CT 18F-FDG foi realizada 30 minutos após a injeção do radiofármaco e a PET/CT 11C-pPIB foi adquirida imediatamente após a injeção do radiofármaco, e os primeiros 10 minutos da aquisição foram considerados na análise. Imagens de PET foram corrigidas para efeito de volume parcial e as imagens foram espacialmente normalizadas utilizando um modelo anatômico personalizado da própria amostra (template), para análise por Mapa Estatístico Paramétrico (SPM8). A análise visual e individual foi realizada por dois médicos nucleares com experiência na área, cegos em relação à identificação das imagens, seus respectivos radiofármacos e diagnóstico clínico. Eles foram solicitados a fornecer um diagnóstico e indicar uma classificação com base na inspeção visual das imagens de 18F-FDG e 11CpPIB, e também na avaliação individual dos mapas-t de SPM (análise baseada em voxel comparando um único sujeito do grupo DA com um grupo de controle cognitivamente normal). Resultados e Discussão: Na análise por SPM, o 11CpPIB mostrou menor captação difusa cortical do que 18F-FDG. Na análise entre grupos, há uma diferença na captação de 11C-pPIB e 18F-FDG, o que é esperado, uma vez que a biodistribuição é uma propriedade particular de cada biomarcador de PET. Na comparação do grupo DA em relação ao grupo controle, os indivíduos com DA apresentaram diminuição da captação de 11C-pPIB nas regiões temporo-límbicas: amígdala e hipocampo (E = esquerdo) P = 0,006, amígdala e hipocampo (D = direito) P = 0,023; giro parahipocampal (E) P = 0,008 (D) P = 0,015; temporal superior (E) P = 0,012 (D) P = 0,015. No 18F-FDG, houve diminuição da captação no grupo DA comparado ao grupo controle nas seguintes regiões: córtex do cíngulo posterior (E) P = 0,028; pré-cuneus (E) P= 0,029; giro temporal médio (E) P = 0,039; giro temporal inferior (E) P = 0,044. Na comparação do grupo CCLa em relação ao grupo controle, os indivíduos com CCLa apresentaram diminuição da captação de 11C-pPIB na região do giro parahipocampal (E) P = 0,012. Na identificação visual, 100% das imagens PET 18F-FDG e 99% das imagens PET 11C-pPIB foram corretamente identificadas. Na análise visual e individual, foram observadas reduções na captação de 11CpPIB envolvendo a região temporal medial nos indivíduos com DA que não foi detectada pelo 18F-FDG. Isso poderia significar algum tipo de dissociação entre a perfusão e o metabolismo. Conclusão: Nossos achados sugerem que não há concordância diagnóstica e topográfica perfeita entre a imagem do metabolismo de glicose por PET com 18F-FDG e o padrão de perfusão cerebral usando o marcador PET 11C-PIB em certas estruturas cerebrais em idosos saudáveis, CCLa e pacientes com DA, na quantificação por SPM e na análise visual. Como um biomarcador duplo, a PET 11C-pPIB pode fornecer informações complementares sobre alterações fisiológicas no envelhecimento, e ajudar a elucidar e entender melhor a patologia das doenças relacionadas a memória / Introduction: Positron emission tomography (PET) allows in vivo evaluation of molecular targets in neurodegenerative diseases, such as Alzheimer´s Disease (AD). Beta-amyloid plaque deposition can be assessed by 11C-PIB PET while 18FFDG PET is used to assess cerebral glucose metabolism, which can be an indicator for neuronal injury and synaptic dysfunction. In addition, early cerebral uptake of PET-amyloid radiopharmaceuticals can determine regional cerebral blood flow. More studies correlating early-phase 11C-PIB (11C-pPIB) and 18F-FDG are still needed considering that blood flow and cerebral glucose metabolism are usually coupled at rest and during neuronal activations. The aim of this study is to evaluate topographic similarities and differences between cerebral perfusion images obtained with early 11C-PIB PET images and the metabolic images obtained with 18F-FDG PET. Methods: CAPEPesq: Nº1.454.598. Ninety-three subjects were allocated into three groups according to clinical diagnosis: Alzheimer\'s disease (AD, n=27); Mild Cognitive Impairment amnestic (aMCI, n=39); Elderly healthy control (n=27), they underwent T1-weighted MRI and PET/CT imaging. 18F-FDG PET/CT acquisition was performed 30 minutes after tracer injection and 11C-pPIB PET/CT was acquired immediately after the tracer injection and the first 10 minutes of the acquisition was considered in the analysis. PET images were corrected for partial volume effect and the images were spatially normalized using a custom anatomical template of the sample itself, for analysis by Statistical Parametric Mapping (SPM8). Visual and individual analysis were performed by two experient nuclear medicine physicians, blind in relation to the identification of the images, their respective radiopharmaceuticals and clinical diagnosis. They were asked to provide a diagnosis and to indicate their level of confidence on the basis of visual inspection of 18F-FDG and 11C-pPIB images, and also individual assessment of SPM t-maps (voxel-based analysis comparing a single subject of AD group to a cognitively normal control group). Results and Discussion: In the analysis by SPM, the 11C-pPIB showed lower cortical diffuse uptake than 18F-FDG. In the analysis between groups, there is a difference in 11CpPIB and 18F-FDG uptake, what is expected since biodistribution is a particular propriety of each PET tracer. The control group versus the AD group, individuals with AD presented a decreased 11C-pPIB uptake in the temporo-limbic regions: amygdala and hippocampal (L = left) P = 0.006; amygdala and hippocampal (R = right) P = 0.023; parahippocampal gyrus (L) P = 0.008 (R) P = 0.015; and superior temporal (L) P = 0.012 (R) P = 0.015. In the 18F-FDG, there was a decreased uptake in the AD group compared to the control group in the following regions: posterior cingulate cortex (L) P = 0.028; precuneus (L) P= 0.029; medial temporal gyrus (L) P = 0.039; and inferior temporal gyrus (L) P = 0.044. In the comparison of aMCI group versus the control group, individuals with aMCI presented a decreased 11C-pPIB uptake in the region: parahippocampal gyrus (L) P = 0.012. In the visual identification, 100% of 18F-FDG PET images and 99% of 11C-pPIB PET images were correctly recognized. In the visual and individual analysis, it was observed reductions in 11C-pPIB uptake involving medial temporal region in the AD subjects that was not detected by 18F-FDG.This could mean some kind of decoupling between perfusion and metabolism. Conclusion: Our findings suggest that there is no perfect diagnostic and topographical concordance between the imaging of 18F-FDG PET glucose and the cerebral perfusion pattern using the 11C-PIB PET marker in certain brain structures in healthy elderly, aMCI and patients suggestive of AD, quantification by SPM and visual analysis. As a double biomarker, 11C-PIB can provide complementary information on pathological aging of the brain, and it could help elucidate and better understand the pathology of memory-related diseases

Introdução: O câncer do esôfago é uma das neoplasias do aparelho digestivo com maior gravidade e que apresenta grande morbimortalidade, mesmo quando o diagnóstico é precoce. A maioria dos pacientes é diagnosticado nos estágios avançados. O tratamento depende do estadiamento da neoplasia que avalia a profundidade de invasão do tumor (T), a disseminação linfonodal (N) e a presença de metástases a distância (M) e segue as orientações da União Internacional Contra o Câncer (UICC). Nas últimas décadas o estadiamento era realizado convencionalmente pela tomografia computadorizada (TC) e atualmente com a utilização de equipamentos que avaliam o metabolismo glicolítico do tumor como o 18F-FDG-PET e o PET-CT. Este estudo teve como Objetivo avaliar a relação entre a tomografia computadorizada e os métodos metabólicos como o 18F-FDG-PET e PET-CT, no estadiamento e tratamento do Adenocarcinoma e do Carcinoma Espinocelular (CEC) do esôfago. Método: Foram avaliados 331 pacientes com diagnóstico de Adenocarcinoma e CEC do esôfago entre 2008 e 2014. Destes, 55 pacientes (16,6%) apresentaram Adenocarcinoma e 276 (83,4%) apresentaram CEC. A idade variou de 38 a 92 anos, com média de 62,9 (+/- 9,8) anos. Inicialmente foram submetidos ao estadiamento com TC e proposta de conduta cirúrgica curativa ou tratamento paliativo. Posteriormente foram avaliados com a inclusão do 18F-FDG-PET ou do PET-CT e foi definida a conduta final. Resultados: A proporção de linfonodos positivos (N+) na tomografia foi de 71%, enquanto que nos métodos metabólicos foi de 70,1% (p=0,834), contudo, com pequena concordância (Kappa=0,339). A proporção de metástases (M1) encontradas na TC foi de 44,1% e no PET-CT 47,1%. Para metástases, o teste Kappa mostrou que os dois métodos apresentam uma concordância regular (0,452), apresentando mudanças de estadiamento em 36,5% dos indivíduos, sendo 19,3% com sobre estadiamento e 17,2% com subestadiamento. Entretanto, apenas 63 pacientes (19%) apresentaram mudança de conduta final e esta foi maior nos pacientes com sobre estadiamento (67,2%) (p < 0,005). Nos pacientes com Adenocarcinoma, observou-se um número maior de subestadiamento (32,7%), comparado àqueles com CEC (15,4%) (p < 0,0001), entretanto, sem apresentar diferença estatisticamente significativa quando avaliada a mudança de conduta. Avaliando individualmente os 140 pacientes estadiados com 18F-FDG-PET, 52,9% apresentaram linfonodos positivos (N+), valor semelhante à tomografia (p=0,053), entretanto com concordância pequena, cerca de 32,9% destes com metástases (M1) (p=0,749) e com concordância regular entre os métodos. Após o estadiamento, ocorreu uma mudança de conduta de 23,6% quando avaliado por equipe multidisciplinar. Com o uso do PET-CT, a proporção de tumores T4 foi de 27,2% (p=0,071), porém, com concordância boa com a tomografia (Kappa=0,616). A proporção de linfonodos positivos (N+) foi de 82,7%, com pequena concordância com a tomografia (Kappa=0,392). A proporção de metástases (M1) no PET-CT foi de 57,6%, com concordância regular (Kappa=0,465). Apresentaram mudança de estadiamento 34% dos indivíduos, sendo 19,3% com sobre estadiamento e 14,7% com subestadiamento. Entretanto, dos 191 pacientes, apenas 30 (15,7%) apresentaram mudança de conduta final, sendo que 67,6% ocorreu nos casos com sobre estadiamento, quando comparada aos casos com subestadiamento (17,9%) (p < 0,005). Pacientes com Adenocarcinoma apresentaram um número maior de subestadiamento (30%), comparado àqueles com CEC (11,8%), (p < 0,0001), entretanto, sem apresentar diferença estatisticamente significativa. A sobrevida global, quando avaliados com PET-CT, foi em torno de 30% após 30 meses, sendo semelhante tanto no grupo de pacientes em que houve mudança de conduta quanto no grupo em que esta mudança de conduta não ocorreu. Conclusão: Conclui-se, portanto, que no estadiamento tomográfico com 18F-FDG-PET e com PET-CT foi identificado um número expressivo de pacientes em estágios avançados, entretanto estes achados muitas vezes diferem entre si. A mudança de conduta ocorre em número expressivo de pacientes e geralmente nos casos em que ocorre sobre estadiamento. Embora o Adenocarcinoma apresente um número maior de casos de subestadiamento que o CEC, esta mudança de estadiamento não se reflete na mudança de conduta quando comparados. Torna-se importante, portanto, a avaliação multiprofissional em serviço de excelência no momento de decisão sobre a melhor terapêutica. Por fim, observamos a mesma curva de sobrevida entre aqueles pacientes em que há certeza da conduta a ser tomada e aqueles em que a conduta foi mudada após o uso do PET-CT, o que corrobora a necessidade da utilização em conjunto desses dois métodos / Introduction: Esophagus cancer is one of the most serious neoplasms of the digestive tract that presents great morbidity and mortality even in early diagnosis. Most patients are diagnosed in advanced stages. Treatment depends on tumor staging, which evaluates the depth of tumor invasion (T), lymph node spread (N) and the presence of distant metastases (M) and follow the guidelines of Union for International Cancer Control (UICC). In the last decades, staging was performed conventionally by computed tomography (CT) and currently with the use of equipments that evaluates tumor glycolytic metabolism such as 18F-FDG-PET and PET-CT. This study has as main Objective to evaluate the relationship between computed tomography and metabolic methods such as 18F-FDG-PET and PET-CT in the staging and treatment of Adenocarcinoma and Spinocellular Carcinoma (SCC) of the esophagus. Method: A total of 331 patients diagnosed with adenocarcinoma and esophageal SCC were evaluated between 2008 and 2014. 55 of these patients (16.6%) had adenocarcinoma and 276 (83.4%) had CPB, ranging from 38 to 92 years, mean age of 62.9 (+/- 9.8) years. Initially they underwent staging with CT and it was proposed a curative surgical management or palliative treatment. Lately they were evaluated with the inclusion of 18F-FDG-PET or PET-CT and then the final management was defined. Results: The proportion of positive lymph nodes (N +) on the CT scan was 71%, whereas in the metabolic methods it was 70.1% (p=0.834), however, with a fair agreement (Kappa=0.339). The proportion of metastases (M1) found in CT was 44.1% and in PET-CT, 47.1%. For metastases, the Kappa test showed that the two methods presented a moderate agreement (0.452), presenting staging changes in 36.5% of subjects, being 19.3% with upstaging and 17.2% with downstaging. However, only 63 patients (19%) showed changes in the final management and this was higher in upstaging patients (67,2%) (p < 0,005). In patients with Adenocarcinoma, a greater number of downstaging was observed (32.7%), compared to those with CPB (15.4%) (p < 0.0001), however, without any statistically significant difference when the change of management was evaluated. Evaluating individually the 140 patients staged with 18F-FDG-PET, 52.9% presented positive lymph nodes (N +), data similar to tomography (p = 0.053), however with fair agreement, about 32.9% of these had metastases (M1) (P=0.749) and with moderate agreement between the methods. After the staging, a conduct change of 23.6% occurred when evaluated by a multidisciplinary team. With the use of PET-CT, the proportion of T4 tumors was 27.2% (p = 0.071), but with good agreement with tomography (Kappa=0.616). The proportion of positive lymph nodes (N+) was 82.7%, with fair agreement with the tomography (Kappa=0.392). The proportion of metastases (M1) in PET-CT was 57.6%, with moderate agreement (Kappa=0.465). 34% of the individuals presented staging change, 19.3% with upstaging and 14.7% with downstaging. However, only 30 (15.7%) out of 191 presented a final change of behavior, 67.6% of which occurred in cases with upstaging when compared to cases with downstaging (17.9%) (p < 0.005). Patients with adenocarcinoma had a greater number of downstaging (30%) compared to those with CPB (11.8%), (p < 0.0001), however, with no statistically significant difference. Overall survival when staged with PET-CT was around 30% after 30 months, being similar both in the group of patients where there was change of management and in the group where this change of management did not occur. Conclusion: It was concluded that in the tomographic staging with 18F-FDG-PET and with PET-CT an expressive number of patients in advanced stages was identified, however these findings often differ from each other. The change in management occurs in an expressive number of patients, and usually in cases where upstaging occurs. Although Adenocarcinoma presents a greater number of cases of downstaging than CPB, this change in staging is not reflected in the change of management when both are compared. It is important, therefore, the multiprofessional evaluation in service of excellence when deciding on the best therapeutics. Finally, we observed the same survival curve between those patients in which there is certainty of the management to be taken and those in which the management was changed after the use of PET-CT, which corroborates with the need to use these two methods together

The pathological process behind abdominal aortic aneurysm (AAA) formation is poorly understood and difficult to study. The aim of the thesis was to study the pathophysiology of AAA formation with positron emission tomography (PET) technology, a molecular imaging technique, allowing in vivo studies of pathophysiological changes. In study I 18F-FDG, a glucose analogue, was tested. It had previously been reported as a useful tracer studying inflammation in AAAs. These studies included, however, foremost large, symptomatic, and inflammatory AAAs. In the present study on five small and seven large asymptomatic AAAs, no increase in 18F-FDG uptake could be revealed in vivo. In study II 11C-PK11195, a macrophage tracer, and 11C-D-deprenyl, an unspecific inflammatory tracer, previously never tested on asymptomatic AAAs, were tested in vivo on five and 10 AAA-patients respectively, without signs of increased levels of inflammatory activity in the aorta. In study III several tracers were screened in vitro through autoradiography on AAA tissue. [18F]fluciclatide, targeting the integrin αVβ3 receptor upregulated in angiogenesis, was the only tracer with an increased uptake. In study IV [18F]fluciclatide-autoradiography was performed on AAA tissue from five patients and non-aneurysmal aortic tissue obtained from five age and sex matched organ donors. The study showed a 56% increased specific uptake in AAA, although not significant (P=0.136). Immunohistochemical revealed inflammatory cell foci in close relation to the vessels. In conclusion, PET has potential to elucidate the pathophysiology of AAA formation. For the large group of small asymptomatic AAAs, 18F-FDG is not suitable, as the chronic inflammation in asymptomatic AAA is not sufficiently metabolically active. Furthermore, 11C-PK11195 and 11C-D-deprenyl were unable to show the chronic inflammation seen in asymptomatic AAA. The interesting finding with uptake of [18F]fluciclatide showed that angiogenesis may be imaged in large asymptomatic AAAs in vitro, through the integrin αVβ3 receptor. Thus, it is likely that future studies of the role of angiogenesis in AAA formation in vivo, in small AAAs, could use this target site. The development of an integrin αVβ3 receptor tracer, preferably with higher affinity, is in progress for further in vitro and in vivo studies.

Introdução: O câncer do esôfago é uma das neoplasias do aparelho digestivo com maior gravidade e que apresenta grande morbimortalidade, mesmo quando o diagnóstico é precoce. A maioria dos pacientes é diagnosticado nos estágios avançados. O tratamento depende do estadiamento da neoplasia que avalia a profundidade de invasão do tumor (T), a disseminação linfonodal (N) e a presença de metástases a distância (M) e segue as orientações da União Internacional Contra o Câncer (UICC). Nas últimas décadas o estadiamento era realizado convencionalmente pela tomografia computadorizada (TC) e atualmente com a utilização de equipamentos que avaliam o metabolismo glicolítico do tumor como o 18F-FDG-PET e o PET-CT. Este estudo teve como Objetivo avaliar a relação entre a tomografia computadorizada e os métodos metabólicos como o 18F-FDG-PET e PET-CT, no estadiamento e tratamento do Adenocarcinoma e do Carcinoma Espinocelular (CEC) do esôfago. Método: Foram avaliados 331 pacientes com diagnóstico de Adenocarcinoma e CEC do esôfago entre 2008 e 2014. Destes, 55 pacientes (16,6%) apresentaram Adenocarcinoma e 276 (83,4%) apresentaram CEC. A idade variou de 38 a 92 anos, com média de 62,9 (+/- 9,8) anos. Inicialmente foram submetidos ao estadiamento com TC e proposta de conduta cirúrgica curativa ou tratamento paliativo. Posteriormente foram avaliados com a inclusão do 18F-FDG-PET ou do PET-CT e foi definida a conduta final. Resultados: A proporção de linfonodos positivos (N+) na tomografia foi de 71%, enquanto que nos métodos metabólicos foi de 70,1% (p=0,834), contudo, com pequena concordância (Kappa=0,339). A proporção de metástases (M1) encontradas na TC foi de 44,1% e no PET-CT 47,1%. Para metástases, o teste Kappa mostrou que os dois métodos apresentam uma concordância regular (0,452), apresentando mudanças de estadiamento em 36,5% dos indivíduos, sendo 19,3% com sobre estadiamento e 17,2% com subestadiamento. Entretanto, apenas 63 pacientes (19%) apresentaram mudança de conduta final e esta foi maior nos pacientes com sobre estadiamento (67,2%) (p < 0,005). Nos pacientes com Adenocarcinoma, observou-se um número maior de subestadiamento (32,7%), comparado àqueles com CEC (15,4%) (p < 0,0001), entretanto, sem apresentar diferença estatisticamente significativa quando avaliada a mudança de conduta. Avaliando individualmente os 140 pacientes estadiados com 18F-FDG-PET, 52,9% apresentaram linfonodos positivos (N+), valor semelhante à tomografia (p=0,053), entretanto com concordância pequena, cerca de 32,9% destes com metástases (M1) (p=0,749) e com concordância regular entre os métodos. Após o estadiamento, ocorreu uma mudança de conduta de 23,6% quando avaliado por equipe multidisciplinar. Com o uso do PET-CT, a proporção de tumores T4 foi de 27,2% (p=0,071), porém, com concordância boa com a tomografia (Kappa=0,616). A proporção de linfonodos positivos (N+) foi de 82,7%, com pequena concordância com a tomografia (Kappa=0,392). A proporção de metástases (M1) no PET-CT foi de 57,6%, com concordância regular (Kappa=0,465). Apresentaram mudança de estadiamento 34% dos indivíduos, sendo 19,3% com sobre estadiamento e 14,7% com subestadiamento. Entretanto, dos 191 pacientes, apenas 30 (15,7%) apresentaram mudança de conduta final, sendo que 67,6% ocorreu nos casos com sobre estadiamento, quando comparada aos casos com subestadiamento (17,9%) (p < 0,005). Pacientes com Adenocarcinoma apresentaram um número maior de subestadiamento (30%), comparado àqueles com CEC (11,8%), (p < 0,0001), entretanto, sem apresentar diferença estatisticamente significativa. A sobrevida global, quando avaliados com PET-CT, foi em torno de 30% após 30 meses, sendo semelhante tanto no grupo de pacientes em que houve mudança de conduta quanto no grupo em que esta mudança de conduta não ocorreu. Conclusão: Conclui-se, portanto, que no estadiamento tomográfico com 18F-FDG-PET e com PET-CT foi identificado um número expressivo de pacientes em estágios avançados, entretanto estes achados muitas vezes diferem entre si. A mudança de conduta ocorre em número expressivo de pacientes e geralmente nos casos em que ocorre sobre estadiamento. Embora o Adenocarcinoma apresente um número maior de casos de subestadiamento que o CEC, esta mudança de estadiamento não se reflete na mudança de conduta quando comparados. Torna-se importante, portanto, a avaliação multiprofissional em serviço de excelência no momento de decisão sobre a melhor terapêutica. Por fim, observamos a mesma curva de sobrevida entre aqueles pacientes em que há certeza da conduta a ser tomada e aqueles em que a conduta foi mudada após o uso do PET-CT, o que corrobora a necessidade da utilização em conjunto desses dois métodos / Introduction: Esophagus cancer is one of the most serious neoplasms of the digestive tract that presents great morbidity and mortality even in early diagnosis. Most patients are diagnosed in advanced stages. Treatment depends on tumor staging, which evaluates the depth of tumor invasion (T), lymph node spread (N) and the presence of distant metastases (M) and follow the guidelines of Union for International Cancer Control (UICC). In the last decades, staging was performed conventionally by computed tomography (CT) and currently with the use of equipments that evaluates tumor glycolytic metabolism such as 18F-FDG-PET and PET-CT. This study has as main Objective to evaluate the relationship between computed tomography and metabolic methods such as 18F-FDG-PET and PET-CT in the staging and treatment of Adenocarcinoma and Spinocellular Carcinoma (SCC) of the esophagus. Method: A total of 331 patients diagnosed with adenocarcinoma and esophageal SCC were evaluated between 2008 and 2014. 55 of these patients (16.6%) had adenocarcinoma and 276 (83.4%) had CPB, ranging from 38 to 92 years, mean age of 62.9 (+/- 9.8) years. Initially they underwent staging with CT and it was proposed a curative surgical management or palliative treatment. Lately they were evaluated with the inclusion of 18F-FDG-PET or PET-CT and then the final management was defined. Results: The proportion of positive lymph nodes (N +) on the CT scan was 71%, whereas in the metabolic methods it was 70.1% (p=0.834), however, with a fair agreement (Kappa=0.339). The proportion of metastases (M1) found in CT was 44.1% and in PET-CT, 47.1%. For metastases, the Kappa test showed that the two methods presented a moderate agreement (0.452), presenting staging changes in 36.5% of subjects, being 19.3% with upstaging and 17.2% with downstaging. However, only 63 patients (19%) showed changes in the final management and this was higher in upstaging patients (67,2%) (p < 0,005). In patients with Adenocarcinoma, a greater number of downstaging was observed (32.7%), compared to those with CPB (15.4%) (p < 0.0001), however, without any statistically significant difference when the change of management was evaluated. Evaluating individually the 140 patients staged with 18F-FDG-PET, 52.9% presented positive lymph nodes (N +), data similar to tomography (p = 0.053), however with fair agreement, about 32.9% of these had metastases (M1) (P=0.749) and with moderate agreement between the methods. After the staging, a conduct change of 23.6% occurred when evaluated by a multidisciplinary team. With the use of PET-CT, the proportion of T4 tumors was 27.2% (p = 0.071), but with good agreement with tomography (Kappa=0.616). The proportion of positive lymph nodes (N+) was 82.7%, with fair agreement with the tomography (Kappa=0.392). The proportion of metastases (M1) in PET-CT was 57.6%, with moderate agreement (Kappa=0.465). 34% of the individuals presented staging change, 19.3% with upstaging and 14.7% with downstaging. However, only 30 (15.7%) out of 191 presented a final change of behavior, 67.6% of which occurred in cases with upstaging when compared to cases with downstaging (17.9%) (p < 0.005). Patients with adenocarcinoma had a greater number of downstaging (30%) compared to those with CPB (11.8%), (p < 0.0001), however, with no statistically significant difference. Overall survival when staged with PET-CT was around 30% after 30 months, being similar both in the group of patients where there was change of management and in the group where this change of management did not occur. Conclusion: It was concluded that in the tomographic staging with 18F-FDG-PET and with PET-CT an expressive number of patients in advanced stages was identified, however these findings often differ from each other. The change in management occurs in an expressive number of patients, and usually in cases where upstaging occurs. Although Adenocarcinoma presents a greater number of cases of downstaging than CPB, this change in staging is not reflected in the change of management when both are compared. It is important, therefore, the multiprofessional evaluation in service of excellence when deciding on the best therapeutics. Finally, we observed the same survival curve between those patients in which there is certainty of the management to be taken and those in which the management was changed after the use of PET-CT, which corroborates with the need to use these two methods together

A Neurodegenerative Disease (ND) is progressive damage to brain neurons, which the human body cannot repair or replace. The well-known examples of such conditions are Dementia and Alzheimer’s Disease (AD), which affect millions of lives each year. Although conducting numerous researches, there are no effective treatments for the mentioned diseases today. However, early diagnosis is crucial in disease management. Diagnosing NDs is challenging for neurologists and requires years of training and experience. So, there has been a trend to harness the power of deep learning, including state-of-the-art Convolutional Neural Network (CNN), to assist doctors in diagnosing such conditions using brain scans. The CNN models lead to promising results comparable to experienced neurologists in their diagnosis. But, the advent of transformers in the Natural Language Processing (NLP) domain and their outstanding performance persuaded Computer Vision (CV) researchers to adapt them to solve various CV tasks in multiple areas, including the medical field. This research aims to develop Vision Transformer (ViT) models using Alzheimer’s Disease Neuroimaging Initiative (ADNI) dataset to classify NDs. More specifically, the models can classify three categories (Cognitively Normal (CN), Mild Cognitive Impairment (MCI), Alzheimer’s Disease (AD)) using brain Fluorodeoxyglucose (18F-FDG) Positron Emission Tomography (PET) scans. Also, we take advantage of Automated Anatomical Labeling (AAL) brain atlas and attention maps to develop explainable models. We propose three ViTs, the best of which obtains an accuracy of 82% on the test dataset with the help of transfer learning. Also, we encode the AAL brain atlas information into the best performing ViT, so the model outputs the predicted label, the most critical region in its prediction, and overlaid attention map on the input scan with the crucial areas highlighted. Furthermore, we develop two CNN models with 2D and 3D convolutional kernels as baselines to classify NDs, which achieve accuracy of 77% and 73%, respectively, on the test dataset. We also conduct a study to find out the importance of brain regions and their combinations in classifying NDs using ViTs and the AAL brain atlas. / <p>This thesis was awarded a prize of 50,000 SEK by Getinge Sterilization for projects within Health Innovation.</p>