Monte Carlo simulations for dosimetric verification in photon and electron beam radiotherapy

Dissertação para obtenção do Grau de Doutor em Engenharia Biomédica

Impact of using different radiation therapy techniques in breat cancer: contralateral breast dose

RESUMO: O cancro de mama e o mais frequente diagnoticado a indiv duos do sexo feminino. O conhecimento cientifico e a tecnologia tem permitido a cria ção de muitas e diferentes estrat egias para tratar esta patologia. A Radioterapia (RT) est a entre as diretrizes atuais para a maioria dos tratamentos de cancro de mama. No entanto, a radia ção e como uma arma de dois canos: apesar de tratar, pode ser indutora de neoplasias secund arias. A mama contralateral (CLB) e um orgão susceptivel de absorver doses com o tratamento da outra mama, potenciando o risco de desenvolver um tumor secund ario. Nos departamentos de radioterapia tem sido implementadas novas tecnicas relacionadas com a radia ção, com complexas estrat egias de administra ção da dose e resultados promissores. No entanto, algumas questões precisam de ser devidamente colocadas, tais como: E seguro avançar para tecnicas complexas para obter melhores indices de conformidade nos volumes alvo, em radioterapia de mama? O que acontece aos volumes alvo e aos tecidos saudaveis adjacentes? Quão exata e a administração de dose? Quais são as limitações e vantagens das técnicas e algoritmos atualmente usados? A resposta a estas questões e conseguida recorrendo a m etodos de Monte Carlo para modelar com precisão os diferentes componentes do equipamento produtor de radia ção(alvos, ltros, colimadores, etc), a m de obter uma descri cão apropriada dos campos de radia cão usados, bem como uma representa ção geometrica detalhada e a composição dos materiais que constituem os orgãos e os tecidos envolvidos. Este trabalho visa investigar o impacto de tratar cancro de mama esquerda usando diferentes tecnicas de radioterapia f-IMRT (intensidade modulada por planeamento direto), IMRT por planeamento inverso (IMRT2, usando 2 feixes; IMRT5, com 5 feixes) e DCART (arco conformacional dinamico) e os seus impactos em irradia ção da mama e na irradia ção indesejada dos tecidos saud aveis adjacentes. Dois algoritmos do sistema de planeamento iPlan da BrainLAB foram usados: Pencil Beam Convolution (PBC) e Monte Carlo comercial iMC. Foi ainda usado um modelo de Monte Carlo criado para o acelerador usado (Trilogy da VARIAN Medical Systems), no c odigo EGSnrc MC, para determinar as doses depositadas na mama contralateral. Para atingir este objetivo foi necess ario modelar o novo colimador multi-laminas High- De nition que nunca antes havia sido simulado. O modelo desenvolvido est a agora disponí vel no pacote do c odigo EGSnrc MC do National Research Council Canada (NRC). O acelerador simulado foi validado com medidas realizadas em agua e posteriormente com c alculos realizados no sistema de planeamento (TPS).As distribui ções de dose no volume alvo (PTV) e a dose nos orgãos de risco (OAR) foram comparadas atrav es da an alise de histogramas de dose-volume; an alise estati stica complementar foi realizadas usando o software IBM SPSS v20. Para o algoritmo PBC, todas as tecnicas proporcionaram uma cobertura adequada do PTV. No entanto, foram encontradas diferen cas estatisticamente significativas entre as t ecnicas, no PTV, nos OAR e ainda no padrão da distribui ção de dose pelos tecidos sãos. IMRT5 e DCART contribuem para maior dispersão de doses baixas pelos tecidos normais, mama direita, pulmão direito, cora cão e at e pelo pulmão esquerdo, quando comparados com as tecnicas tangenciais (f-IMRT e IMRT2). No entanto, os planos de IMRT5 melhoram a distribuição de dose no PTV apresentando melhor conformidade e homogeneidade no volume alvo e percentagens de dose mais baixas nos orgãos do mesmo lado. A t ecnica de DCART não apresenta vantagens comparativamente com as restantes t ecnicas investigadas. Foram tamb em identi cadas diferen cas entre os algoritmos de c alculos: em geral, o PBC estimou doses mais elevadas para o PTV, pulmão esquerdo e cora ção, do que os algoritmos de MC. Os algoritmos de MC, entre si, apresentaram resultados semelhantes (com dferen cas at e 2%). Considera-se que o PBC não e preciso na determina ção de dose em meios homog eneos e na região de build-up. Nesse sentido, atualmente na cl nica, a equipa da F sica realiza medi ções para adquirir dados para outro algoritmo de c alculo. Apesar de melhor homogeneidade e conformidade no PTV considera-se que h a um aumento de risco de cancro na mama contralateral quando se utilizam t ecnicas não-tangenciais. Os resultados globais dos estudos apresentados confirmam o excelente poder de previsão com precisão na determinação e c alculo das distribui ções de dose nos orgãos e tecidos das tecnicas de simulação de Monte Carlo usados.---------ABSTRACT:Breast cancer is the most frequent in women. Scienti c knowledge and technology have created many and di erent strategies to treat this pathology. Radiotherapy (RT) is in the actual standard guidelines for most of breast cancer treatments. However, radiation is a two-sword weapon: although it may heal cancer, it may also induce secondary cancer. The contralateral breast (CLB) is a susceptible organ to absorb doses with the treatment of the other breast, being at signi cant risk to develop a secondary tumor. New radiation related techniques, with more complex delivery strategies and promising results are being implemented and used in radiotherapy departments. However some questions have to be properly addressed, such as: Is it safe to move to complex techniques to achieve better conformation in the target volumes, in breast radiotherapy? What happens to the target volumes and surrounding healthy tissues? How accurate is dose delivery? What are the shortcomings and limitations of currently used treatment planning systems (TPS)? The answers to these questions largely rely in the use of Monte Carlo (MC) simulations using state-of-the-art computer programs to accurately model the di erent components of the equipment (target, lters, collimators, etc.) and obtain an adequate description of the radiation elds used, as well as the detailed geometric representation and material composition of organs and tissues. This work aims at investigating the impact of treating left breast cancer using di erent radiation therapy (RT) techniques f-IMRT (forwardly-planned intensity-modulated), inversely-planned IMRT (IMRT2, using 2 beams; IMRT5, using 5 beams) and dynamic conformal arc (DCART) RT and their e ects on the whole-breast irradiation and in the undesirable irradiation of the surrounding healthy tissues. Two algorithms of iPlan BrainLAB TPS were used: Pencil Beam Convolution (PBC)and commercial Monte Carlo (iMC). Furthermore, an accurate Monte Carlo (MC) model of the linear accelerator used (a Trilogy R VARIANR) was done with the EGSnrc MC code, to accurately determine the doses that reach the CLB. For this purpose it was necessary to model the new High De nition multileaf collimator that had never before been simulated. The model developed was then included on the EGSnrc MC package of National Research Council Canada (NRC). The linac was benchmarked with water measurements and later on validated against the TPS calculations. The dose distributions in the planning target volume (PTV) and the dose to the organs at risk (OAR) were compared analyzing dose-volume histograms; further statistical analysis was performed using IBM SPSS v20 software. For PBC, all the techniques provided adequate coverage of the PTV. However, statistically significant dose di erences were observed between the techniques, in the PTV, OAR and also in the pattern of dose distribution spreading into normal tissues. IMRT5 and DCART spread low doses into greater volumes of normal tissue, right breast, right lung, heart and even the left lung than tangential techniques (f-IMRT and IMRT2). However,IMRT5 plans improved distributions for the PTV, exhibiting better conformity and homogeneity in target and reduced high dose percentages in ipsilateral OAR. DCART did not present advantages over any of the techniques investigated. Di erences were also found comparing the calculation algorithms: PBC estimated higher doses for the PTV, ipsilateral lung and heart than the MC algorithms predicted. The MC algorithms presented similar results (within 2% di erences). The PBC algorithm was considered not accurate in determining the dose in heterogeneous media and in build-up regions. Therefore, a major e ort is being done at the clinic to acquire data to move from PBC to another calculation algorithm. Despite better PTV homogeneity and conformity there is an increased risk of CLB cancer development, when using non-tangential techniques. The overall results of the studies performed con rm the outstanding predictive power and accuracy in the assessment and calculation of dose distributions in organs and tissues rendered possible by the utilization and implementation of MC simulation techniques in RT TPS.

Otimização de esquemas terapêuticos do carcinoma da próstata envolvendo braquiterapia de baixa taxa de dose e radioterapia externa : abordagens física e radiobiológica

RESUMO: Este trabalho teve como objetivo a determinação de esquemas de tratamento alternativos para o carcinoma da próstata com radioterapia externa (EBRT) e braquiterapia de baixa taxa de dose (LDRBT) com implantes permanentes de Iodo-125, biologicamente equivalentes aos convencionalmente usados na prática clínica, com recurso a modelos teóricos e a métodos de Monte Carlo (MC). Os conceitos de dose biológica efetiva (BED) e de dose uniforme equivalente (EUD) foram utilizados, com o modelo linear-quadrático (LQ), para a determinação de regimes de tratamento equivalentes. Numa primeira abordagem, utilizou-se a BED para determinar: 1) esquemas hipofracionados de EBRT mantendo as complicações retais tardias de regimes convencionais com doses totais de 75,6 Gy, 77,4 Gy, 79,2 Gy e 81,0 Gy; e 2) a relação entre as doses totais de EBRT e LDRBT de modo a manter a BED do regime convencional de 45 Gy de EBRT e 110 Gy de LDRBT. Numa segunda abordagem, recorreu-se ao código de MC MCNPX para a simulação de distribuições de dose de EBRT e LDRBT em dois fantomas de voxel segmentados a partir das imagens de tomografia computorizada de pacientes com carcinoma da próstata. Os resultados das simulações de EBRT e LDRBT foram somados e determinada uma EUD total de forma a obterem-se: 1) esquemas equivalentes ao tratamento convencional de 25 frações de 1,8 Gy de EBRT em combinação com 110 Gy de LDRBT; e 2) esquemas equivalentes a EUD na próstata de 67 Gy, 72 Gy, 80 Gy, 90 Gy, 100 Gy e 110 Gy. Em todos os resultados nota-se um ganho terapêutico teórico na utilização de esquemas hipofracionados de EBRT. Para uma BED no reto equivalente ao esquema convencional, tem-se um aumento de 2% na BED da próstata com menos 5 frações. Este incremento dá-se de forma cada vez mais visível à medida que se reduz o número de frações, sendo da ordem dos 10-11% com menos 20 frações e dos 35-45% com menos 40 frações. Considerando os resultados das simulações de EBRT, obteve-se uma EUD média de 107 Gy para a próstata e de 42 Gy para o reto, com o esquema convencional de 110 Gy de LDRBT, seguidos de 25 frações de 1,8 Gy de EBRT. Em termos de probabilidade de controlo tumoral (igual EUD), é equivalente a este tratamento a administração de EBRT em 66 frações de 1,8 Gy, 56 de 2 Gy, 40 de 2,5 Gy, 31 de 3 Gy, 20 de 4 Gy ou 13 de 5 Gy. Relativamente à administração de 66 frações de 1,8 Gy, a EUD generalizada no reto reduz em 6% com o recurso a frações de 2,5 Gy e em 10% com frações de 4 Gy. Determinou-se uma BED total de 162 Gy para a administração de 25 frações de 1,8 Gy de EBRT em combinação com 110 Gy de LDRBT. Variando-se a dose total de LDRBT (TDLDRBT) em função da dose total de EBRT (TDEBRT), de modo a garantir uma BED de 162 Gy, obteve-se a seguinte relação:.......... Os resultados das simulações mostram que a EUD no reto diminui com o aumento da dose total de LDRBT para dose por fração de EBRT (dEBRT) inferiores a 2, Gy e aumenta para dEBRT a partir dos 3 Gy. Para quantidades de TDLDRBT mais baixas (<50 Gy), o reto beneficia de frações maiores de EBRT. À medida que se aumenta a TDLDRBT, a EUD generalizada no reto torna-se menos dependente da dEBRT. Este trabalho mostra que é possível a utilização de diferentes regimes de tratamento para o carcinoma da próstata com radioterapia que possibilitem um ganho terapêutico, quer seja administrando uma maior dose biológica com efeitos tardios constantes, quer mantendo a dose no tumor e diminuindo a toxicidade retal. A utilização com precaução de esquemas hipofracionados de EBRT, para além do benefício terapêutico, pode trazer vantagens ao nível da conveniência para o paciente e economia de custos. Os resultados das simulações deste estudo e conversão para doses de efeito biológico para o tratamento do carcinoma da próstata apresentam linhas de orientação teórica de interesse para novos ensaios clínicos. --------------------------------------------------ABSTRACT: The purpose of this work was to determine alternative radiotherapy regimens for the treatment of prostate cancer using external beam radiotherapy (EBRT) and low dose-rate brachytherapy (LDRBT) with Iodine-125 permanent implants which are biologically equivalent to conventional clinical treatments, by the use of theoretical models and Monte Carlo techniques. The concepts of biological effective dose (BED) and equivalent uniform dose (EUD), together with the linear-quadratic model (LQ), were used for determining equivalent treatment regimens. In a first approach, the BED concept was used to determine: 1) hypofractionated schemes of EBRT maintaining late rectal complications as with the conventional regimens with total doses of 75.6 Gy, 77.4 Gy, 79.2 Gy and 81.0 Gy; and 2) the relationship between total doses of EBRT and LDRBT in order to keep the BED of the conventional treatment of 45 Gy of EBRT and 110 Gy of LDRBT. In a second approach, the MC code MCNPX was used for simulating dose distributions of EBRT and LDRBT in two voxel phantoms segmented from the computed tomography of patients with prostate cancer. The results of the simulations of EBRT and LDRBT were added up and given an overall EUD in order to obtain: 1) equivalent to conventional treatment regimens of 25 fraction of 1.8 Gy of EBRT in combination with 110Gy of LDRBT; and 2) equivalent schemes of EUD of 67 Gy, 72 Gy, 80 Gy, 90 Gy, 100 Gy, and 110Gy to the prostate. In all the results it is noted a therapeutic gain using hypofractionated EBRT schemes. For a rectal BED equivalent to the conventional regimen, an increment of 2% in the prostate BED was achieved with less 5 fractions. This increase is visibly higher as the number of fractions decrease, amounting 10-11% with less 20 fractions and 35-45% with less 20 fractions. Considering the results of the EBRT simulations an average EUD of 107 Gy was achieved for the prostate and of 42 Gy for the rectum with the conventional scheme of 110 Gy of LDRBT followed by 25 fractions of 1.8 Gy of EBRT. In terms of tumor control probability (same EUD) it is equivalent to this treatment, for example, delivering the EBRT in 66 fractions of 1.8 Gy, 56 fractions of 2 Gy, 40 fractions of 2.5 Gy, 31 fractions of 3 Gy, 20 fractions of 4 Gy or 13 fractions of 5 Gy. Regarding the use of 66 fractions of 1.8 Gy, the rectum EUD is reduced to 6% with 2.5 Gy per fraction and to 10% with 4 Gy. A total BED of 162 Gy was achieved for the delivery of 25 fractions of 1.8 Gy of EBRT in combination with 110 Gy of LDRBT. By varying the total dose of LDRBT (TDLDRBT) with the total dose of EBRT (TDEBRT) so as to ensure a BED of 162 Gy, the following relationship was obtained: ....... The simulation results show that the rectum EUD decreases with the increase of the TDLDRBT, for EBRT dose per fracion (dEBRT) less than 2.5 Gy and increases for dEBRT above 3 Gy. For lower amounts of TDLDRBT (< 50Gy), the rectum benefits of larger EBRT fractions. As the TDLDRBT increases, the rectum gEUD becomes less dependent on the dEBRT. The use of different regimens which enable a therapeutic gain, whether deivering a higher dose with the same late biological effects or maintaining the dose to the tumor and reducing rectal toxicity is possible. The use with precaution of hypofractionated regimens, in addition to the therapeutic benefit, can bring advantages in terms of convenience for the patient and cost savings. The simulation results of this study together with the biological dose conversion for the treatment of prostate cancer serve as guidelines of interest for new clinical trials.

The role of halouracils in radiotherapy studied by electron transfer in atom-molecule collisions experiments

Dissertação para obtenção do Grau de Doutor em Engenharia Física

Prognostic modelling of breast cancer patients: a benchmark of predictive models with external validation

Dissertação apresentada para obtenção do Grau de Doutor em Engenharia Electrotécnica e de Computadores – Sistemas Digitais e Percepcionais pela Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia

Braquiterapia prostática: morbilidade urinária e sexual

RESUMO: Objectivos 1. Avaliar a morbilidade urinária e sexual secundária à braquiterapia prostática com implante de I125. 2. Avaliar a influência da hormonoterapia neoadjuvante e adjuvante na morbilidade urinária e sexual secundária à braquiterapia(I125). 3. Avaliar a influência da associação da radioterapia externa na morbilidade urinária e sexual secundária à braquiterapia(I125). 4. Avaliar a morbilidade urinária dos doentes com contra-indicação relativa (próstatas volumosas, IPSS elevado).Material e métodos De Setembro de 2000 a Dezembro de 2004 foram recrutados 204 doentes com o diagnóstico de carcinoma da próstata localizado (T1 e T2) ou localmente avançado (T3) e expectativa de vida superior a 10 anos. Foram submetidos a braquiterapia, com implante transperineal de Iodo 125 (I125) em monoterapia ou combinada com hormonoterapia e/ou radioterapia externa (tratamento trimodal). Definiram-se diversos sub-grupos de pacientes, consoante algumas características habitualmente referidas como factores de risco para a morbilidade do tratamento de braquiterapia prostática, com o objectivo de analisar a sua influência sobre a morbilidade urinária e sexual: Grupo 1: Braquiterapia em monoterapia (MONO) versus braquiterapia associada a radioterapia externa (BCOMB) Grupo 2: Próstatas volumosas (>50ml) versus próstatas não volumosas (<50ml)Grupo 3: Braquiterapia associada a hormonoterapia (HORM) versus braquiterapia sem hormonoterapia (NHORM)Grupo 4: IPSS elevado versus IPSS baixo Avaliou-se a evolução do IPSS, QoL, taxa de RTU-P e retenção urinária pós implante, e evolução do BSFI durante todo o período de seguimento. Resultados Grupo 1: Para o grupo MONO o IPSS iniciou-se com 7.1, sofreu agravamento para 16.1 e 15.9 ao primeiro e terceiro meses. Aos 12 meses, o IPSS desceu para 10.1 enquanto que, aos 18 e 24 meses, o IPSS foi de 7.3 e 5.8. O grupo BCOMB iniciou com IPSS de 9.4. Sofreu agravamento ligeiro e pouco acentuado até aos 6 meses (IPSS de 14). A evolução do IPSS foi, então, flutuante com IPSS de 5.9 aos 12 meses e 9.5 aos 18 meses. Aos 24 meses apresentava IPSS de 6.7. A taxa de retenção urinária (6.4% e 0%) e de RTU-P (2.0% e 0%) foram semelhantes nos grupos MONO e BCOMB, respectivamente (p=0.375 e p=1). A evolução da qualidade das erecções foi semelhante nos dois grupos excepto aos 6 meses em que MONO apresentou o valor 6 e BCOMB 3.7 (p=0.029). A percentagem de doentes potentes foi significativamente inferior nos primeiros 6 meses após a braquiterapia para o grupo BCOMB relativamente ao grupo MONO: 36%–74%; 33%–73%; 33%–75%. Após os 6 meses os grupos foram homogéneos. Grupo 2: O IPSS evoluiu nas próstatas <50ml e >50ml de 7–9 para 15-19 ao primeiro mês e 15-18 ao 3.º mês. Apenas ao primeiro mês é que as diferenças no IPSS foram significativas (p=0.061). Após o 3.º mês os dois grupos foram semelhantes: IPSS de 8 e 12 ao 12.º mês e 5.7 e 6 ao 24.º mês. As taxas de retenção urinária e de RTU-P foram semelhantes (p=0.054 e p=0.286) Grupo 3: A evolução do IPSS, taxas de retenção urinária e de RTU-P foram sobreponíveis em ambos os grupos. A evolução da líbido, erecções, percentagem de doentes potentes, ejaculação, incómodo e satisfação foi significativamente inferior no grupo HORM relativamente ao grupo N HORM apenas ao primeiro mês (valores de p<0.0001; <0.0001; < 0.0001; 0.009 e 0.002 respectivamente) Grupo 4: A evolução do IPSS nos doentes com IPSS elevado foi a seguinte: 22.17(0M); 19.5(1M); 20.5(3M); 15.3(6M); 15.7(12M); 11(18M); 8(24M) A evolução do IPSS nos doentes com IPSS baixo foi a seguinte: 5.9(0M); 15.3(1M); 14.9(3M); 12.2(6M); 8.9(12M); 7.2(18M), 5.5(24M) As taxas de RTU-P (2.8% e 0%) e retenção urinária (5.1% e 5.9%) foram semelhantes em ambos os grupos de doentes (p=1). Conclusões 1. A radioterapia intersticial da próstata com implante transperineal e ecoguiado de Iodo 125 é frequentemente acompanhada de morbilidade urinária transitória e de intensidade moderada. A Morbilidade consiste em sintomatologia do aparelho urinário baixo (“LUTS – lower urinary tract symptoms”) que, na maioria dos doentes, sofre um agravamento máximo do primeiro ao 3.º mês. Segue-se uma melhoria ligeira até ao 6.º mês que é mais acentuada daí em diante. Por volta do 12.º e 18.º mês, a maior parte dos doentes apresenta sintomatologia urinária muito semelhante à que apresentava antes do tratamento. Após o 18.º mês, os doentes mantêm uma melhoria da sintomatologia urinária para além da que apresentavam previamente ao implante. As taxas de retenção urinária e de ressecção transuretral prostática após o implante de braquiterapia são muito baixas, inferiores a 10%. 2. A associação da braquiterapia prostática com radioterapia externa adjuvante influencia a evolução da sintomatologia urinária: o aparecimento da sintomatologia urinária é mais lento, demorando 6 meses a atingir o seu valor máximo que, por sua vez, é de intensidade menos acentuada do que quando a braquiterapia é utilizada em monoterapia. 3. O volume prostático superior a 50 ml não influencia a morbilidade urinária. 4. A terapêutica hormonal, neoadjuvante e adjuvante, não influencia a sintomatologia urinária. 5. Os doentes com sintomatologia urinária prévia muito acentuada não sofrem agravamento da referida sintomatologia. Pelo contrário, apresentam uma melhoria de sintomas urinários desde o primeiro mês, e que se mantém ao longo dos 24 meses de seguimento, apresentando, no final deste período, sintomatologia urinária ligeira e muito inferior à que apresentavam antes do implante. As taxas de retenção urinária e RTU-P após a braquiterapia são semelhantes às que ocorrem nos doentes assintomáticos previamente ao implante. 6. A vida sexual está preservada, em mais de 70% dos casos, ao fim dos 24 meses de seguimento. No entanto, imediatamente após o primeiro mês de seguimento, ocorre uma diminuição ligeira da qualidade das erecções que se mantém, sem melhoria ou agravamento, durante todo o período de seguimento. A hormonoterapia afecta todos os parâmetros da vida sexual, embora de forma apenas temporária. Após a suspensão da terapêutica hormonal este grupo de doentes recupera a actividade sexual e apresenta-se idêntico ao grupo de doentes que não foram sujeitos a essa terapêutica.----------------ABSTRACT: Objectives 1. To assess urinary and sexual morbility after prostatic brachytherapy with the implant of I125 seeds. 2. To assess the influence of neoadjuvant and adjuvant hormone therapy in urinary and sexual morbility after prostatic brachytherapy with the implant of I125 seeds. 3. To assess the effects, on urinary and sexual morbility, of associating external radiotherapy after prostatic brachytherapy with the implant of I125 seeds. 4. To assess the urinary morbility in patients with relative contraindications (voluminous prostates, high IPSS). Material and Methods From September, 2000 to December, 2004 a total of 204 patients were recruited with a diagnosis of localized (T1 and T2) or locally advanced (T3) carcinoma of the prostate and a life expectancy in excess of 10 years. The patients underwent brachytherapy with transperineal seed implant of iodine (I125) as a monotherapy or in combination with hormone therapy and/or external radiotherapy (trimodal treatment). With the aim of evaluating the treatment’s influence on urinary and sexual morbility, a number of patient sub-groups were defined in accordance with certain characteristics normally mentioned as morbility risk factors for prostatic brachytherapy treatment: Group 1: Brachytherapy as monotherapy (MONO) versus brachytherapy in combination with external radiotherapy (BCOMB) Group 2: Voluminous prostates (>50ml) versus non- voluminous prostates (<50ml) Group 3: Brachytherapy in combination with hormone therapy (HORM) versus brachytherapy without hormone therapy (NHORM)Group 4: High IPSS versus a low IPSS. The evolution of the IPSS, QoL, TURP rate and post-implant urinary retention as well as the BSFI were assessed throughout the entire follow-up period. Results Group 1: For the MONO group the IPSS began at 7.1, and then rose to 16.1 and 15.9 in the first and third months, respectively. At month 12, the IPSS had dropped to 10.1 and at month 18 and 24 the IPSS was registered at 7.3 and 5.8, respectively. The BCOMB group started out with an IPSS of 9.4. It underwent a slight and little-significant rise until month 6 (IPSS at 14). The evolution of the IPSS then began to fluctuate from an IPSS of 5.9 at month 12 and 9.5 at month 18. At month 24 we registered an IPSS of 6.7. The urinary retention rate (6.4% and 0%) and TURP rate (2.0% e 0%) were similar to those of the MONO and BCOMB groups, respectively (p=0.375 and p=1). The evolution regarding the quality of erections was similar for the two groups except at 6 months when the MONO group displayed a value of 6 and the BCOMB group 3.7 (p=0.029). The percentage of sexually potent patients was significantly lower in the first six months after brachytherapy for the BCOMB group when compared with the MONO group: 36%–74%; 33%–73%; 33%–75%. After six months, the results became more consistent. Group 2: IPSS results evolved in <50ml and >50ml prostates from 7–9 to 15-19 in the first month and from 15-18 after the third month. It was only in the first month that the differences in the IPSS were significant (p=0.061). After the third month, the two groups displayed similar outcomes: IPSS 8 and 12 at month 12 and 5.7 and 6 at month 24. Urinary retention and TURP rates were similar (p=0.054 e p=0.286). Group 3: IPSS evolution and rates of urinary retention and TURP were identical in both groups. Figures regarding libido, erections, percentage of sexually potent patients, ejaculation, discomfort and sexual satisfaction were always significantly lower for the HORM group, when compared to the NHORM group in the first month only (values of p<0.0001; <0.0001; <0.0001; 0.009 e 0.002, respectively). Group 4: IPSS evolution in patients with a high IPSS was as follows: 22.17(0M); 19.5(1M); 20.5(3M); 15.3(6M); 15.7(12M); 11(18M); 8(24M) IPSS evolution in patients with a low IPSS was as follows: 5.9(0M); 15.3(1M); 14.9(3M); 12.2(6M); 8.9(12M); 7.2(18M), 5.5(24M)TURP rates (2.8% e 0%) and those for urinary retention (5.1% e 5.9%) were similar in both patient groups (p=1). Conclusions 1. Interstitial radiotherapy of the prostate with transperineal, ultrasound-guided implant of Iodine-125 seeds is often followed by transitory urinary morbility of moderate intensity. The morbility involves symptoms of the lower urinary tract which, in most cases are at their worst from the first to the third months. There is a slight improvement up to the sixth month, at which point improvement becomes more accentuated. Around months 12 or 18, most patients display urinary symptoms that are very similar to those noted before treatment. After month 18, patients’ urinary symptoms continue to improve past the point they displayed prior to the implant. Urinary retention rates and those for transurethral resection of the prostate are very low (below 10%), after brachytherapy seed implant. 2. The combination of prostatic brachytherapy and adjuvant external radiotherapy affects the evolution of urinary symptoms: the appearance of urinary symptoms is much slower, taking six months to peak, and is less intense than when brachytherapy is employed as the only means of treatment. 3. The fact that the prostate displays a volume greater than 50 ml does not influence urinary morbility. 4. Neoadjuvant and adjuvant hormone therapy do not influence urinary symptomology. 5. Patients with severe, preexisting symptoms of the urinary tract do not experience a worsening of those symptoms. On the contrary, they exhibit an improvement in urinary symptoms as of the first month. This improvement continues for the 24 months, after which patients display symptoms of the urinary tract that are slight and a noticeable improvement over the urinary complaints registered before the implant. Urinary retention and TURP rates subsequent to brachytherapy are similar to those registered for asymptomatic patients. 6. The patient’s sexual performance is maintained in more than 70% of the cases, as noted after 24 months of follow-up. However, immediately after the first follow-up month there is a lessening in the quality of erections that continues, without improving or worsening, for the whole follow-up period. Hormone therapy affects all the parameters of sexual performance, albeit temporarily. After suspending hormone therapy, this group recovered with regard to sexual performance, and showed itself to be identical to the group of patients that had not undergone hormone therapy.-------------------RESUMÉ:Objectives 1. Évaluer la morbilité urinaire et sexuelle après la realisation la curiethérapie de la prostate avec implant de I125. 2. Évaluer l’ influence de la thérapie hormonale néoadjuvante et adjuvante en ce qui concerne la morbilité urinaire et sexuelle après la réalisation de la curiethérapie (I125). 3. Évaluer l’influence de l’association de la radiothérapie externe dans la morbilité urinaire et sexuelle après la réalisation de la curiethérapie (I125). 4. Évaluer la morbilité urinaire des malades avec des contre indications relatives (prostates volumineuses, IPSS élevé). Matériel et méthodologie De Septembre 2000 à Décembre 2004, on a recruté 204 patients ayant pour diagnostique un carcinome de la prostate localisé (T1 et T2) ou localement avancé (T3) et dont l’expectative de vie était de plus de 10 ans. Ils ont été soumis au traitement de la curiethérapie avec l’implantation transpérinéal de l’iode 125 (I125) en monothérapie ou en traitement combiné avec une thérapie hormonale et/ou radiothérapie externe (traitement trimodale). Il y a eu plusieurs sous-catégories de patients, et cela dépend de quelques caractéristiques normalement considérées comme des facteurs à risque en ce qui concerne la morbilité du traitement de la curiethérapie de la prostate, et l’objective étant d’analyser son influence sur la morbilité urinaire et sexuelle. Groupe 1: Curiethérapie en traitement unique (MONO) par rapport à la curiethérapie associée au traitement externe (BCOMB). Groupe 2: Prostates volumineuses (>50ml) par rapport au prostates qui ne sont pas volumineuses (<50ml). Groupe 3: Curiethérapie associée au traitement hormonale (HORM) par rapport à la curiethérapie sans traitement hormonale (NHORM). Groupe 4: IPSS élevé par rapport au IPSS diminué. Nous avons évalué l’evolution du IPSS, Qualité de vie, le taux de RTU-P et la retention de l’urine après l’implant, BSFI pendant toute la période du traitement. Résultats Groupe 1: Pour le groupe MONO l’IPSS a commençé avec un taux de 7.1, et les patients ont souffert d’un empirement allant jusqu’à 16.1 et 15.9 pendant le premier et le troisième mois. 12 mois après l’IPSS diminua jusqu’à 10.1 À 18 mois le taux fût de 7.3 et à 24 mois il diminua encore jusqu’à atteindre 5.8. Le groupe BCOMB commença avec un taux d’IPSS de 9.4. Ils souffrirent un empirement légér et peu accentué jusqu’aux 6 premiers mois (IPSS de 14). L’évolution de l’IPSS était fluctuante allant de 5.9 à 12 mois et 9.5 à 18 mois. À 24 mois, l’IPSS était de 6.7. Le taux de retention de l’urine (6.4% et 0%) et de la RTU-P (2.0% et 0%) étaient simmilaires dans les groupes MONO et BCOMB respectivement (p=0.375 et p=1). L’ évolution de la qualité des érections fût semblable dans les 2 groupes excepté le groupe MONO qui présenta une valeure de 6 à 6 mois et le groupe BCOMB qui présenta une valeure de 3.7 (p=0.029). Le pourcentage des malades sexuellement puissants a été significativement inférieur pendant les 6 premiers mois depuis la curiethérapie pour le groupe BCOMB si on le compare au groupe MONO: 36%–74%; 33%–73%; 33%–75%. Après cette période, les groupes eûrent des résultats homogénes. Groupe 2: L’ IPSS a évolué dans les prostates <50ml et >50ml de 7–9 jusqu’à 15-19 pendant le premier mois et jusqu’à 15-18 au 3ème mois. C’est seulement pendant le premier mois que les différences de l’IPSS ont été significatives (p=0.061). Après le 3ème mois les deux groupes ont eu des résultats semblables: IPSS 8 et 12 à 12.º mois et 5.7 et 6 à 24.º mois. Le taux de retention de l’urine et de la RTU-P ont été simmilaires (p=0.054 e p=0.286). Groupe 3: L’evolution de l’ IPSS, les taux de retention de l’urine et de la RTU-P pourraient se surposer pour les deux groupes. L’évolution de la libido, des érections, le pourcentage des malades sexuellements puissants, l’incommodité et la satisfaction ont été toujours significativement infériures dans le groupe HORM par rapport au groupe NHORM dès le premier mois (valeurs de p <0.0001; <0.0001; < 0.0001; 0.009 et 0.002 respectivement) Groupe 4: L’évolution de l’ IPSS pour les malades ayant un IPSS élevé fût ainsi: 22.17(0M); 19.5(1M); 20.5(3M); 15.3(6M); 15.7(12M); 11(18M); 8(24M)L’évolution de l’ IPSS pour les malades ayant un IPSS diminué fût ainsi:5.9(0M); 15.3(1M); 14.9(3M); 12.2(6M); 8.9(12M); 7.2(18M), 5.5(24M) Le taux de RTU-P (2.8% e 0%) et de retention de l’urine (5.1% et 5.9%) ont été semblables dans les 2 groupes de malades (p=1). Conclusions 1. La radiothérapie interstitielle de la prostate avec implant transpérinéal de l’iode 125 est fréquamment acompagnée d’une morbilité urinaire transitoire et d’intensité modérée. La morbilité consiste d’une symptomatologie de l’apparéil urinaire inférieure qui, dans la plupart des malades, empire gravement du premier au troisième mois. La situation s’améliore légèrement jusqu’au 6ème mois, l’amélioration étant plus accentuée à partir de là. Autour du 12ème jusqu’au 18ème mois, la majorité des malades présente une symptomatologie urinaire qui se ressemble beaucoup à celle qu’ils avaient avant le traitement. Après le 18ème mois l’amélioration de la symptomatologie urinaire est constante par rapport à celle qu’ils présentaient avant l’implant. Le taux de retention de l’urine et de RTU-P après l’implant de la curiethérapie sont très basses, au dessus de 10%. 2. L’association de la curiethérapie de la prostate avec la radiothérapie externe adjuvante a une influence sur l’évolution de la symptomatologie urinaire: l’apparition des symptômes est plus lente, prenant jusqu’à 6 mois pour atteindre son niveau maximum, qui à son tour, a une intensité moins accentuée que lorsque la curiethérapie est utilisée en monothérapie. 3. Le volume de la prostate supérieure à 50 ml n’a pas d’influence sur la morbilité urinaire. 4. La thérapie hormonale, néoadjuvante et adjuvante, n’a pas d’influence sur la symptomatologie urinaire. 5. Les malades ayant une symptomatologie urinaire préalable et très accentuée ne souffrent pas d’empirement de leur situation. Au contraire, ils présentent une amélioration des symptômes urinaires à partir du premier mois et ceci se maintient tout au long des 24 mois que dure le traitement, ayant à la fin de cette période une symptomatologie urinaire légère et beaucoup plus basse que celle qu’ils présentaient avant l’implant. Le taux de retention de l’urine et de la RTU-P après la curiethérapie est simmilaire à celui que les malades qui n’ont pas de symptômes présentent avant l’implant. 6. La vie sexuelle est préservée dans plus du 70% des cas à la fin de la période de traitement (24 mois). Entretemps, immédiatement après le premier mois d’étude, on note une légère diminution de la qualité des érections qui se maintient sans amélioration ou empirement tout au long du traitement. Le traitement à base d’hormones affecte tous les paramètres de la vie sexuelle, mais de façon temporaire. Après la suspension de la thérapie hormonale ce groupe de malades récupère l’activité sexuelle et se présente de façon égale au groupe de malades qui n’ont pas été soumis à ce traitement.

The adoption of cloud computing by SMEs: identifying and coping with external factors.

Comunicação apresentada na CAPSI 2011 - 11ª Conferência da Associação Portuguesa de Sistemas de Informação – A Gestão de Informação na era da Cloud Computing, Lisboa, ISEG/IUL-ISCTE/, 19 a 21 de Outubro de 2011.

Studying the impact of co-authorship with external researchers:the case of research community in Portugal using social network analysis.

Project work presented as a partial requirement to obtain a Master Degree in Information Management

Determinants of Portuguese external imbalances

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Economics from the NOVA – School of Business and Economics

Essay on external imbalances within the Euro Area

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Economics from the NOVA – School of Business and Economics

External brand extensions impact on Diesel's brand image

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

Atomic force microscopy assisted with electron and ion beam microscopy for the direct measurement of biostructures and DNA samples

Dissertation to obtain a Master degree in Biotechnology

Adjusting to external imbalances within the EMU, the case of Portugal

From 1995 to 2010 Portugal has accumulated a negative international asset position of 110 percent of GDP. In a developed and aging economy the number is astonishing and any argument to consider it sustainable must rely on extremely favorable forecasts on growth. Portuguese policy options are reduced in number: no autonomous monetary policy, no currency to devaluate, and limited discretion in changing fiscal deficits and government debt. To start the necessary deleveraging a remaining possible policy is a budget-neutral change of the tax structure that increases private saving and net exports. An increase in the VAT and a decrease in the employer’s social security contribution tax can achieve the desired outcome in the short run if they are complemented with wage moderation. To obtain a substantial improvement in competitiveness and a large decrease in consumption, the changes in the tax rates have to be large. While a precise quantitative assessment is difficult, the initial increase in the effective VAT rate needed to allow the social security tax to decrease by 16 percentage points (pp) is approximately 10 pp. Such a large increase in the effective VAT rate could be obtained by raising most of the reduced VAT rates to the new general VAT rate of 23 percent. The empirical analysis shows that over time the suggested tax swap could generate surpluses and improve the trade balance. A temporary version of the suggested tax-swap has the attractiveness to achieve a sharper increase in the private saving rate maintaining the short run gains in competitiveness. Finally, the temporary version of the fiscal devaluation could be the basis for an automatic stabilizer to external imbalances within a monetary union.Portugal has been running large current account deficits every year since 1995. These deficits have accumulated to an astonishing 110 percent of GDP negative external asset position. The sustainability of such a large external position is questionable and must rely on fantastic productivity growth expectations. The recent global financial crisis appears to have anticipated the international investors reality check on those future expectations with the result of a large increase in the cost of external financing. Today the rebalancing of the current account through an increase in national savings and an improvement in competitiveness must be at the top of the Portuguese authorities “to do” list as the cost of a pull out from international investors is of the order of 10% of GDP. The external rebalancing is difficult as the degrees of freedom of the Portuguese authorities are limited in number: they have no autonomous monetary policy, no currency to devaluate, and little discretion in fiscal policy as deficit limits and debt targets are set by the Stability Growth Pact and the postcrisis consensus on medium-term fiscal consolidation. One possibility that remains is to change the fiscal policy mix for a given budget deficit. The purpose of this paper is to explore the effects of a “fiscal devaluation”1 obtained through a tax swap between employers’ social security contributions and taxes on consumption2. The paper begins by illustrating Portugal’s current account evolution during the euro period. The second section section lays out a model to offer a qualitative assessment of the dynamic outcomes of the the tax swap. I show that the suggested tax swap can in theory achieve the desired outcomes in terms of competitiveness and consumption if complemented with moderation (stickiness) in wages. I also study the effects of a temporary version of the tax swap and show that it achieves a sharper improvement in the current account that accelerate the rebalancing. The third section moves to the empirical analysis and estimates the likely effects of the tax swap for the Portuguese economy. The fourth section concludes.

Corporate social responsibility: How internal and external CSR perceptions influence employee outcomes

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics