Made available in DSpace on 2015-03-26T13:46:49Z (GMT). No. of bitstreams: 1 texto completo.pdf: 1122324 bytes, checksum: af57866f20e8ad39229542ca779884e9 (MD5) Previous issue date: 2005-04-04 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / Thirty nine cases (42 lesions) of melanocytoma and nineteen cases (19 lesions) of canine cutaneous melanoma were analyzed clinic and histopathologically. The melanocytomas affected the young animals as well as the old ones, without a sexual predisposition. The most affected dogs were the ones of the Schnauzer and Doberman breed, being followed by those without a defined breed. Most lesions appeared solitarily and located in the eyelid, interdigital and thoraxes regions. Generally, the lesions were papuled, no haired, non adhering, black colored, with a firm consistency and a mean diameter of 1,2 cm. Recurrence and metastases were not seen. Such fact confirms the good prognostic associated to melanocytomas. Histopathologically, was observed that the dermal sub-type was the most frequent. There was no significant difference among the various regions affected by the dermal and compound melanocytomas. Four cell types were observed, with most lesions showing a combination of fusiform and big round cells. The cells presented different modes of arrangements and, the most observed was the solid, associated or not with the teaks. Collagenous bars, not very cellular, more eosinofilic, dense and hialin than the normal, composed the stroma. The benign biological behavior of melanocytomas corresponded to the histological appearance. The melanomas affected the older animals, without a sexual predisposition. The most affected dogs were the ones without a defined breed, being followed by those of the Rottweiler, Pinscher, Cocker Spaniel and Airedale breed. The lesions appeared solitarily and located on the lips and eyelid. Most tumors were ulcerated and nodular, with a firm consistency, with a mean diameter of 2,5cm. Some lesions presented recurrence. Metastases could not be proven. Among the cases with a known clinical segment, some were cured through a surgical procedure, however, the majority died, probably related to a neoplasm disease, confirming the bad prognostic related to melanoma. Histopathologically, lesions with dermal and junction activities were observed, being the pagetoid infiltration a not frequent finding. Four cell types were observed, however, the fusiforms and epithelioid groupings were the most frequent. The cell presented different modes of arrangements, but the solid, associated or not to teaks, was the most observed. The stroma came, most of the times, scarce, not very cellular, desmoplastic and with discreet collagenous bars. The histopathology analysis could predict approximately 60% of the melanoma malign behavior. / Foram analisados os aspectos clínicos e histopatológicos de 39 casos (42 lesões) de melanocitoma e 19 casos (19 lesões) de melanoma cutâneos caninos. Os melanocitomas acometeram tanto animais jovens como idosos, sem predisposição sexual. Neste estudo, os cães mais acometidos foram os da raça Schnauzer e Doberman, seguidos por aqueles sem raça definida. Clinicamente, a maioria das lesões apresentou-se solitária e localizada na região palpebral, interdigital e torácica. Geralmente, as lesões eram papulares, alopécicas, não aderidas, enegrecidas, com consistência firme e diâmetro médio de 1,2 cm. Recidivas e metástases não foram observadas, confirmando o bom prognóstico associado aos melanocitomas. Histopatologicamente, observou-se que o subtipo dérmico foi o mais freqüente. Quatro tipos celulares foram observados, tendo a maioria das lesões apresentado a combinação de células fusiformes e redondas grandes. As células apresentaram diversos arranjos celulares e os mais observados foram o sólido associado ou não a tecas. O estroma mostrou-se composto por traves colagênicas, pouco celular, mais eosinofílico, denso e hialino que o normal O comportamento biológico benigno dos melanocitomas correspondeu à aparência histológica Os melanomas acometeram animais mais idosos, sem predisposição sexual. Os cães mais acometidos foram os sem raça definida, seguida por aqueles das raças Rottweiler, Pinscher, Cocker Spaniel, Airedale. Clinicamente, as lesões apresentaram-se solitárias e localizadas freqüentemente no lábio e na pálpebra. A maioria dos tumores apresentou-se ulcerado, nodular, com consistência firme e diâmetro médio de 2,5 cm. Algumas lesões apresentaram recidivas. Metástases não puderam ser comprovadas. Dos casos com seguimento clínico conhecido, alguns foram curados pelo procedimento cirúrgico, entretanto, a maioria apresentou óbito, provavelmente relacionado à doença neoplásica, confirmando o prognóstico ruim associado ao melanoma. Histopatologicamente, freqüentemente foram observadas lesões com atividade juncional e dérmica, tendo sido a infiltração pagetóide um achado pouco freqüente. Observaram-se quatro tipos celulares, porém, o grupamento de células fusiformes e epitelióides foi o mais freqüente. As células apresentaram diversos arranjos celulares, mas o sólido associado ou não a tecas foi o mais observado. O estroma apresentouse, na maioria das vezes, escasso, pouco celular, desmoplásico e com discretas traves colagênicas. O exame histopatológico permitiu predizer aproximadamente 60 % do comportamento maligno do melanoma.

The aim of the study was to evaluate the expression of immunosuppressive (FOXP3, NKG2A), and cytotoxic (perforin) or cytotoxic / immunomodulating (IFNγ) T-cell properties representing biomarkers in the peripheral blood CD8h T-cell population of patients with advanced renal cell carcinoma (RCC) or high risk cutaneous melanoma and healthy controls by multicolour flow cytometry. Determination of the percentage of functionally competing T-cell subsets (especially immunosuppressive) in the CD8hCD57+ T-cell subpopulation in future may serve as one of parameters enabling to assess the overall status of antitumor immune response and select cancer patients most suitable for antitumor immunotherapy while dismissing those to whom it would be ineffective or even harmful. / Darbo tikslas buvo įvertinti imunosupresines (FOXP3, NKG2A), citotoksines (perforin) bei citotoksines / imunomoduliuojančias (IFNγ) savybes atspindinčių žymenų raiškos skirtumus išplitusiu inkstų vėžiu ar didelės rizikos odos melanoma sergančių pacientų periferinio kraujo CD8h T limfocitų populiacijoje, lyginant su kontroline grupe. Skirtingas T limfocitų savybes atspindinčių žymenų raiška buvo tiriama tėkmės citometrijos būdu. Nustatyta, kad inkstų vėžiu ar odos melanoma sergančių pacientų periferiniame kraujyje Įvairių subpopuliacijų (ypač imunosupresinės) nuošimčio nustatymas CD8hCD57+ T limfocitų populiacijoje ateityje gali būti naudingas klinikinėje praktikoje, individualizuojant priešnavikinę imunoterapiją ir selektyviai parenkant tik tuos pacientus, kuriems imuninės sistemos aktyvinimas sukeltų navikinių ląstelių naikinimą, o ne dar labiau gilintų imunosupresiją.

Darbo tikslas buvo įvertinti imunosupresines (FOXP3, NKG2A), citotoksines (perforin) bei citotoksines / imunomoduliuojančias (IFNγ) savybes atspindinčių žymenų raiškos skirtumus išplitusiu inkstų vėžiu ar didelės rizikos odos melanoma sergančių pacientų periferinio kraujo CD8h T limfocitų populiacijoje, lyginant su kontroline grupe. Skirtingas T limfocitų savybes atspindinčių žymenų raiška buvo tiriama tėkmės citometrijos būdu. Nustatyta, kad inkstų vėžiu ar odos melanoma sergančių pacientų periferiniame kraujyje Įvairių subpopuliacijų (ypač imunosupresinės) nuošimčio nustatymas CD8hCD57+ T limfocitų populiacijoje ateityje gali būti naudingas klinikinėje praktikoje, individualizuojant priešnavikinę imunoterapiją ir selektyviai parenkant tik tuos pacientus, kuriems imuninės sistemos aktyvinimas sukeltų navikinių ląstelių naikinimą, o ne dar labiau gilintų imunosupresiją. / The aim of the study was to evaluate the expression of immunosuppressive (FOXP3, NKG2A), and cytotoxic (perforin) or cytotoxic / immunomodulating (IFNγ) T-cell properties representing biomarkers in the peripheral blood CD8h T-cell population of patients with advanced renal cell carcinoma (RCC) or high risk cutaneous melanoma and healthy controls by multicolour flow cytometry. Determination of the percentage of functionally competing T-cell subsets (especially immunosuppressive) in the CD8hCD57+ T-cell subpopulation in future may serve as one of parameters enabling to assess the overall status of antitumor immune response and select cancer patients most suitable for antitumor immunotherapy while dismissing those to whom it would be ineffective or even harmful.

Le mélanome est le cancer de la peau le plus dangereux : il est capable de métastaser rapidement vers les ganglions et les viscères, et est réfractaire aux chimio/radiothérapies. De nouvelles thérapies ciblant la kinase BRAFV600 retrouvée dans 60% des mélanomes ont montré des effets spectaculaires en termes de survie globale et sans progression de la maladie. L’efficacité de ces thérapies est compromise par l’apparition fréquente de résistances. Les cellules cancéreuses sont ancrées au sein d’un microenvironnement avec lequel elles interagissent. Elles profitent de facteurs solubles du stroma et de l’adhésion à la matrice extracellulaire (MEC) pour survivre face aux thérapies. La protéine matricellulaire SPARC orchestre les interactions entre les cellules saines ou cancéreuses et leur microenvironnement. Absente dans les mélanocytes, son expression est initiée et augmentée dans les mélanomes, corrélée à la progression tumorale et à un mauvais pronostic clinique. Lorsqu’elle est sécrétée par les cellules de mélanome, elle active la kinase AKT, déstabilise le suppresseur de tumeur p53 et favorise la prolifération/survie tumorale. Nous avons montré que le module SPARC/AKT est un nouveau déterminant de la résistance innée ou acquise des mélanomes mutés BRAFV600 aux anti-BRAF, et mis en évidence l’intérêt du ciblage de SPARC en combinaison avec des anti-BRAF ou -MEK pour optimiser/restaurer la sensibilité des mélanomes à ces inhibiteurs. Nous avons aussi montré que les fibroblastes ganglionnaires ont des caractéristiques de fibroblastes activés, et confèrent une résistance aux anti-BRAF aux cellules de mélanomes en générant une MEC permissive à laquelle elles adhérent. / Melanoma is the most dangerous form of skin cancer due to its high metastatic potential and its resistance to both classical chemo- and radiotherapies. New targeted therapies directed against the V600E oncogenic form of BRAF found in about 60% of patients have demonstrated spectacular efficacy both in terms of progression free and overall survival. However most patients invariably relapse after a few months due to resistance mechanisms. Cancer cells are anchored and interact constantly with their microenvironment. Both soluble factors and the extracellular matrix produced by stromal cells have been shown to contribute to cancer cell resistance to therapies. SPARC is a matricellular protein that orchestrates interactions between normal and/or cancer cells and their microenvironment. While it is absent in melanocytes, SPARC expression increases in melanoma and is correlated with both tumoral progression and a bad prognosis. When SPARC is secreted by melanoma cells, it activates the AKT kinase, destabilizes the p53 tumor suppressor and promotes proliferation and survival. Here we identify the couple SPARC/AKT as a new actor contributing to both innate and acquired resistance to BRAFV600E inhibitors. In addition, we demonstrate that targeting SPARC in melanoma cells increases their sensitivity to both BRAF and MEK inhibitors. Finally we show that lymph node fibroblasts share features of activated fibroblasts and confer resistance to BRAF inhibitors to melanoma cells through the production of a permissive extracellular matrix.

Le mélanome cutané est l’affection de la peau la plus meurtrière. Afin de pouvoir être traité efficacement, ce cancer nécessite un diagnostic et une exérèse chirurgicale précoce des lésions primitives non-invasives. En effet, les patients atteints de métastases ont peu de chance de survivre car les lésions de mélanome développent rapidement des résistances aux thérapies et possèdent une forte propension à disséminer des métastases dans de nombreux organes. Le franchissement de la lame basale de la peau appelée jonction dermo épidermique est la première étape cruciale dans l’invasion précoce du mélanome cutané. Notre équipe étudie cette étape depuis plusieurs années et a démontré que l’expression de la tétraspanine 8 (TSPAN8) apparait lors de la progression de ce cancer et permet l’acquisition d’un phénotype invasif par les cellules tumorales. Plusieurs membres de la famille des protéines tétraspanines sont connus pour leurs implications dans divers cancers, mais notre connaissance de leurs régulations transcriptionnelles est encore assez réduite. Les travaux présentés dans cette thèse ont permis d’identifier les premiers régulateurs transcriptionnels connus de TSPAN8, et également de commencer l’étude fonctionnelle de ces régulations sur l’invasion dépendante de TSPAN8 par le mélanome cutané. En particulier, nous montrons que l’invasion dépendante de TSPAN8 est entre autres régulée par le membre du complexe Mediator LCMR1/MED19 et par le suppresseur de tumeur p53. Ainsi, ces travaux apportent une meilleure compréhension de l’invasion précoce du mélanome cutané, ce qui devrait permettre une meilleure prise en charge des patients à l’avenir / Cutaneous melanoma is the deadliest skin condition. Curing this cancer requires an early diagnosis and surgical excision of the non-invasive primary lesions. Indeed, patients with metastasis have few chances to survive this cancer since the melanoma lesions rapidly develop treatment resistances, and can disseminate metastasis in numerous organs. Crossing the skin basal membrane called the dermal epidermal junction is the first crucial step of early melanoma invasion. Our team has studied the early invasion of melanoma for many years, and demonstrated for the first time the implication of Tetraspanin (TSPAN8) in melanoma early invasion. Indeed, the expression of this gene and the protein that it codes appears with the progression of melanoma and confers the tumor cells an invasive phenotype. Several members of the tetraspanin protein family are known for their implication in various cancers, yet their transcriptional regulation remains poorly understood. In the case of TSPAN8, nothing was known regarding its transcriptional regulation in melanoma. The experiments presented in this thesis allowed us to identify the first known regulators of TSPAN8 transcriptional expression, and also to begin the functional study of the regulators impact on TSPAN8 dependent invasion of human cutaneous melanoma. Amongst these regulators are the member of the Mediator Complex MED19/LCMR1 and the tumor suppressor p53. The results presented in the present manuscript allow a better understanding of cutaneous melanoma early invasion and should help improving the treatments against this cancer in the future

Tesis por compendio / [ES] El melanoma es el tipo de cáncer de piel más mortífero y peligroso, ya que tumores de pequeño tamaño pueden generar metástasis. Hasta la fecha, se ha tratado de clasificar desde el punto de vista clínico, epidemiológico y molecular, empleándose actualmente el nivel de exposición solar y la localización del tumor como criterios principales para dividir en distintos grupos a los pacientes de melanoma. En 1998, David Whiteman y colaboradores propusieron un "modelo de vías divergentes" para el desarrollo del melanoma. Este presentaba dos vías: una vinculada a la proliferación melanocítica (nevogénica) y otra relacionada con la exposición solar crónica (CSD). Corroborado desde el punto de vista clínico y epidemiológico, todavía no se ha aportado una caracterización molecular en profundidad. A nivel general se habían identificado genes cuyas mutaciones eran relevantes para el desarrollo del melanoma, como por ejemplo KIT. Sin embargo, todavía se había de estudiar con más detalle la distribución de estas mutaciones entre los distintos subgrupos de melanoma, así como su posible valor pronóstico. En esta tesis se han empleado técnicas de secuenciación - masiva y tradicional - para caracterizar los perfiles mutacionales de las poblaciones del modelo de vías divergentes. Encontramos diferencias tanto en el número de mutaciones como en los genes afectados. También hemos visto cómo los melanomas con mutaciones en KIT parecen desarrollarse por una vía independiente de la etiopatogenia conocida, careciendo el estatus mutacional de este gen de valor pronóstico para la supervivencia de los pacientes. / [CA] El melanoma és el tipus de càncer de pell més mortífer i perillós, ja que fins els tumors de menor mida poden acabar generant metàstasi. Al llarg dels anys, s'ha tractat de classificar des del punt de vista clínic, epidemiològic i molecular. Les classificacions actuals utilitzen el nivell d'exposició solar i la localització tumoral per dividir en diferents grups als pacients de melanoma. Al 1998, David Whiteman i col·laboradors proposaren un model de desenvolupament del melanoma que anomenaren "model de vies divergents". Aquest presentava dos vies per la melanomagènesi: una vinculada a la proliferació melanocítica (nevogènica) i l'altra relacionada amb l'exposició solar crònica (CSD). Malgrat aquest model fou corroborat des del punt de vista clínic i epidemiològic, encara no s'ha aportat una caracterització molecular en profunditat. A nivell general s'havien identificat gens les mutacions dels quals eren rellevants per al desenvolupament del melanoma, com el gen KIT. Però, encara s'havia d'estudiar amb més cura la distribució d'estes mutacions entre els distints subgrups de melanoma, així com el seu possible valor pronòstic. En aquesta tesi s'han emprat tècniques de seqüenciació -massiva i tradicional- per caracteritzar els perfils mutacionals de les dues poblacions proposades pel model de vies divergents, trobant diferències tant al nombre de mutacions com als gens afectats. També hem vist com els melanomes mutats en KIT semblen desenvolupar-se per una via independent de l'etiopatogènia coneguda, mancant l'estatus mutacional d'aquest gen de valor pronòstic per la supervivència dels pacients. / [EN] Melanoma is the deadliest and most dangerous type of skin cancer, given that a small tumor can spread and result in metastasis. Over the years, classifications have been made either from a clinical, epidemiological or molecular point of view. Current classifications use the degree of solar exposure and tumoral location to divide into different melanoma groups. In 1998, David Whiteman and collaborators proposed the divergent pathway model for melanoma development. This presented two pathways to melanomagenesis: one related to melanocytic proliferation (nevogenic) and the other related to chronic sun exposure (CSD). Despite corroborations of this model from the clinic and epidemiology, it is yet to be molecularly characterized in depth. At a general level, different genes had been identified with relevant mutations for the development of melanoma, as is the gene KIT. However, there was a lack of knowledge on how these mutations were distributed among different melanoma subgroups, as well as the potential prognostic value. In this thesis we have implemented sequencing techniques - both massive and traditional - to characterize the mutational profile of the two populations proposed by the divergent pathways model. We found differences both in the number of mutations and in the genes carrying the mutations. We have also seen how melanomas harboring KIT mutations seem to develop in a way which is independent from the known etiology, and how the mutational status of this gene lacks prognostic value on the outcome of the patients. / Millán Esteban, D. (2022). Next-Generation Sequencing in the Identification of Biomarkers in Cutaneous Melanoma According to the Etiopathogenic Development Pathway and their Potential Clinical Relevance [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/182977 / Compendio

Ce travail avait deux objectifs: 1) définir des groupes de patients (pts) susceptibles de bénéficier d’un conseil génétique par l’identification de facteurs prédictifs de l’existence d’une mutation du gène CDKN2A, un des gènes majeurs de prédisposition au mélanome, dans les familles ne comportant que deux cas (Fam_2 cas). 2) la caractérisation épidémiologique et clinique d’entités particulières du mélanome dans l’objectif secondaire de contribuer à l’identification de gènes de prédisposition à ces entités. Les 2 entités étudiées étaient le mélanome cutané (MC) associé au cancer du rein (CR) et les mélanomes muqueux de la sphère ano-génitale (MMAG).Les populations d’étude sont une collection de 293 pts atteints de MC recrutés de façon consécutive sans connaissance à priori de l'histoire familiale et la collection française MELARISK qui comprend ≥ 3000 sujets prélevés appartenant à des familles à cas multiples de mélanomes ou ayant un MC survenant dans un contexte particulier (association à un autre cancer, topographie rare, survenue avant l’âge de 20 ans, MC multiples sporadiques). Nous avons étudié l'effet de 3 facteurs prédictifs potentiels sur la présence d’une mutation de CDKN2A dans une famille en fonction du nombre de pts atteints dans une famille (2 pts versus ≥3 pts). L’étude a été menée dans 483 familles françaises comprenant 387 Fam_2 cas, et 96 familles avec ≥3 pts atteints de mélanome (Fam_3+ cas). Les facteurs étudiés dans la famille un à un puis conjointement étaient : l’âge médian <50 ans au diagnostic de MC, la survenue de ≥1 cas de MC primitifs multiples (MPM) et la survenue de ≥1 cas de cancer du pancréas (CPCP). La fréquence des mutations était plus élevée dans les Fam_3+ cas (32%) que dans les Fam_2 cas (13%). Alors qu’un âge jeune au diagnostic et la survenue de ≥ 1 MPM étaient associés à la présence de mutations de CDKN2A dans les Fam_2 cas, un âge jeune au diagnostic ainsi que la présence de ≥1 cas de CP était associé significativement aux mutations de CDKN2A dans les Fam_3+ cas. L’étude a montré que les caractéristiques cliniques associées aux mutations de CDKN2A varient, en France, pays de faible incidence de mélanome, en fonction du degré d’agrégation familiale. L’identification de facteurs prédictifs de mutations de CDKN2A dans les Fam_2 cas a contribué à définir des sous-groupes de familles (âge jeune au diagnostic, survenue de MPM) dans lesquels la fréquence des mutations de CDKN2A est supérieure à 20% et auxquels il est légitime de proposer un test génétique. L’analyse des deux séries de pts MM+CR et MMAG a permis d’identifier, en les comparant à la série de MC recrutés de manière consécutive, leurs caractéristiques cliniques et histologiques. Dans ces deux séries, nos résultats ont mis en évidence un contexte de prédisposition héréditaire en partie indépendant de CDKN2A. L’étude de l’association MC et CR chez un même patient a eu deux conséquences pratiques: pour les cliniciens ces résultats suggèrent l’intérêt d’un examen dermatologique en cas de CR et l’intérêt de l’échographie abdominale dans le bilan initial d’un MC pour le dépistage du CR; pour la recherche en génétique, cette série a contribué à l’identification d’une mutation germinale dans le gène MITF qui augmente le risque de développer un MC, un CR ou l’association des deux cancers et qui a des propriétés biologiques intéressantes. L’étude des MMAG a montré que ces mélanomes pouvaient être associés à des MC chez un même malade et/ou survenir dans un contexte familial de mélanome. Le corollaire clinique de ces résultats est que l’examen dermatologique de dépistage ou de surveillance doit être à la fois cutané et muqueux dans un contexte familial de mélanome et qu’en cas de MMAG un examen dermatologique des apparentés doit être proposé comme c’est la règle dans les MC. L’absence de mutation de CDKN2A dans ces localisations muqueuses incite à entreprendre des études génétiques pour identifier les gènes impliqués. / This thesis had two main objectives: 1) To define groups of patients which may benefit from genetic counseling by identifying predictors of mutations of the CDKN2A gene, a major gene predisposing to cutaneous melanoma (CM) in families with only two cases. 2) Epidemiological and clinical characterization of specific entities of melanoma with the secondary objective of contributing to the identification of susceptibility genes for these entities. Coexistence of CM with renal cell carcinoma and mucosal anogenital melanomas were studied.The study populations are a collection of 293 melanoma patients that were ascertained systematically and the French collection MELARISK which is a collection including over 3000 subjects drawn from families with multiple cases of melanoma or melanoma occurring in a particular context (association with another cancer, rare locations, occurrence before the age of 20, multiple sporadic melanomas).We investigated association of three clinical features with the presence of a CDKN2A mutation in a family by extent of CM family clustering (2 versus ≥3 CM patients among first-degree relatives in a family).The study was conducted in 483 French families including 387 families with two melanoma patients, and 96 families with three or more patients with melanoma. The factors examined individually and in a joint analysis in a family were: median age at diagnosis <50 years, ≥1 patient in a family with multiple primary melanomas (MPM) or with pancreatic cancer. The frequency of CDKN2A mutations was higher in F3+ families (32%) than in F2 families (13%). While early age at melanoma diagnosis and occurrence of MPM in ≥1 patient were significantly associated with the risk of a CDKN2A mutation in F2 families, early age at melanoma diagnosis and occurrence of pancreatic cancer in a family were significantly associated with CDKN2A mutations in F3+ families. Thus this study showed that clinical features associated with CDKN2A mutations vary, in France, a country of low incidence of melanoma, according to the degree of familial clustering. Identifying predictors of CDKN2A mutations in families with two melanoma cases has helped to define subgroups of families (early age at CM diagnosis, and/or ≥1 MPM patient) in which the frequency of CDKN2A mutations is above 20% such that these subgroups of F2 families should be offered genetic testing.The analysis of two series of patients, either patients with melanoma coexisting with renal cell carcinoma or patients with anogenital mucosal melanoma identified their clinical and histological features by comparing them to a series of melanomas that were ascertained systematically. In both series, our results suggested a genetic predisposition at least partly independent of CDKN2A. The study of the c renal cell carcinoma; coexistence of CM and renal cancer in the same patient had two practical consequences for clinicians: it suggests the interest of a dermatologic screening visit in patients with renal cell carcinoma and that abdominal ultrasonography or computed tomography scanning performed at the initial workup and during the follow-up of patients with CM may be of value for the early detection of renal cancer. Regarding genetic research, this series has contributed to the identification of a germline mutation in the MITF gene that increases the risk of developing melanoma, renal cancer or both cancers and has interesting biological properties. The study of anogenital melanoma has shown that these melanomas could be associated with cutaneous melanoma in the same patient and it has also shown a high frequency of family history of melanoma associating mucosal and CM suggesting a shared genetic predisposition. Consequently dermatological screening or monitoring must include examination of both skin and mucosa in families with multiple cases of CM; and in case of a mucosal melanoma, a dermatological examination should be offered to relatives. The genetic mechanism has to be identified

No description available.

Cure rate models, introduced by Boag (1949), are very commonly used while modelling lifetime data involving long time survivors. Applications of cure rate models can be seen in biomedical science, industrial reliability, finance, manufacturing, demography and criminology. In this thesis, cure rate models are discussed under a competing cause scenario, with the assumption of proportional odds (PO) lifetime distributions for the susceptibles, and statistical inferential methods are then developed based on right-censored data. In Chapter 2, a flexible cure rate model is discussed by assuming the number of competing causes for the event of interest following the Conway-Maxwell (COM) Poisson distribution, and their corresponding lifetimes of non-cured or susceptible individuals can be described by PO model. This provides a natural extension of the work of Gu et al. (2011) who had considered a geometric number of competing causes. Under right censoring, maximum likelihood estimators (MLEs) are obtained by the use of expectation-maximization (EM) algorithm. An extensive Monte Carlo simulation study is carried out for various scenarios, and model discrimination between some well-known cure models like geometric, Poisson and Bernoulli is also examined. The goodness-of-fit and model diagnostics of the model are also discussed. A cutaneous melanoma dataset example is used to illustrate the models as well as the inferential methods. Next, in Chapter 3, the destructive cure rate models, introduced by Rodrigues et al. (2011), are discussed under the PO assumption. Here, the initial number of competing causes is modelled by a weighted Poisson distribution with special focus on exponentially weighted Poisson, length-biased Poisson and negative binomial distributions. Then, a damage distribution is introduced for the number of initial causes which do not get destroyed. An EM-type algorithm for computing the MLEs is developed. An extensive simulation study is carried out for various scenarios, and model discrimination between the three weighted Poisson distributions is also examined. All the models and methods of estimation are evaluated through a simulation study. A cutaneous melanoma dataset example is used to illustrate the models as well as the inferential methods. In Chapter 4, frailty cure rate models are discussed under a gamma frailty wherein the initial number of competing causes is described by a Conway-Maxwell (COM) Poisson distribution in which the lifetimes of non-cured individuals can be described by PO model. The detailed steps of the EM algorithm are then developed for this model and an extensive simulation study is carried out to evaluate the performance of the proposed model and the estimation method. A cutaneous melanoma dataset as well as a simulated data are used for illustrative purposes. Finally, Chapter 5 outlines the work carried out in the thesis and also suggests some problems of further research interest. / Thesis / Doctor of Philosophy (PhD)