Left, right and interval bivariate censored data: Evaluating screening mammography in the presence of lead -time bias, length bias and over-detection

Of the large clinical trials evaluating screening mammography efficacy, none included women ages 75 and older. Recommendations on an upper age limit at which to discontinue screening are based on indirect evidence and are not consistent. Screening mammography is evaluated using observational data from the SEER-Medicare linked database. Measuring the benefit of screening mammography is difficult due to the impact of lead-time bias, length bias and over-detection. The underlying conceptual model divides the disease into two stages: pre-clinical (T0) and symptomatic (T1) breast cancer. Treating the time in these phases as a pair of dependent bivariate observations, (t0,t1), estimates are derived to describe the distribution of this random vector. To quantify the effect of screening mammography, statistical inference is made about the mammography parameters that correspond to the marginal distribution of the symptomatic phase duration (T1). This shows the hazard ratio of death from breast cancer comparing women with screen-detected tumors to those detected at their symptom onset is 0.36 (0.30, 0.42), indicating a benefit among the screen-detected cases. ^

Analysis of interval -censored events in hypertension studies: Evaluation of treatment of coronary heart disease

Many statistical studies feature data with both exact-time and interval-censored events. While a number of methods currently exist to handle interval-censored events and multivariate exact-time events separately, few techniques exist to deal with their combination. This thesis develops a theoretical framework for analyzing a multivariate endpoint comprised of a single interval-censored event plus an arbitrary number of exact-time events. The approach fuses the exact-time events, modeled using the marginal method of Wei, Lin, and Weissfeld, with a piecewise-exponential interval-censored component. The resulting model incorporates more of the information in the data and also removes some of the biases associated with the exclusion of interval-censored events. A simulation study demonstrates that our approach produces reliable estimates for the model parameters and their variance-covariance matrix. As a real-world data example, we apply this technique to the Systolic Hypertension in the Elderly Program (SHEP) clinical trial, which features three correlated events: clinical non-fatal myocardial infarction, fatal myocardial infarction (two exact-time events), and silent myocardial infarction (one interval-censored event). ^

Role of the glutathione S -transferase P1 (GSTP1) electrophile binding site (H-site) in protection from doxorubicin -mediated cytotoxicity

The hypothesis addressed in this project was that novel variants of naturally occurring human glutathione S-transferase P1 (GSTP1) can be created by random mutagenesis of the GSTP1 active site to yield polypeptides with increased enzymatic activity against electrophilic substrates. Specifically, the mutant proteins would metabolize and inactivate selected electrophiles more efficiently than wild-type GSTP1 and confer significant cytoprotection, as measured by reduced apoptosis and increased clonogenic survival. Glutathione S-transferase P1, a major electrophile metabolizing and detoxifying enzyme, is encoded by a polymorphic genetic locus. This locus contains nucleotide transitions in the region encoding the active site of the peptide that yields proteins with significant structural and functional differences. The method of Degenerate Oligonucleotide Mediated Random Mutagenesis (DOMRM) was used to generate cDNAs encoding unique GSTP1 polypeptides with mutations within electrophile binding site (H-site) while leaving the glutathione binding site unaffected. A prokaryotic expression library of the mutant GSTP1 polypeptides was created and screened for increased resistance to cisplatin. This screen resulted in the isolation of 96 clones representing 22 distinct mutant cDNA sequences. To investigate the effects of the changes in the H-site on the biological activity of GSTP1, the cDNA of wild-type GSTP1c and two of the identified mutants were stably transfected into human LNCaP-Pro5 prostate cancer cells that do not endogenously express GSTP1. Wild-type transfectants were resistant to doxorubicin-induced apoptosis and displayed increased clonogenic survival compared to vector controls. However, contrary to the hypothesis, in both assays the mutant transfectants were no more resistant to doxorubicin than the wild-type transfectants. To elucidate the mechanisms underlying GSTP1-mediated survival, an in-vitro assay was developed to determine whether active GSTP1 protein directly metabolizes doxorubicin by conjugation to reduced glutathione (GSH). Although GSH did promote the appearance of a unique doxorubicin conjugate, conjugate formation was not substantially increased by the addition of GSTP1 in a variety of reaction conditions. ^

Defective antitumor function of monocyte -derived macrophages from epithelial ovarian cancer patients

An abundance of monocytes and macrophages (MO/MA) in the microenvironment of epithelial ovarian cancer (EOC) suggests possible dual roles for these cells. Certain MO/MA subpopulations may inhibit tumor growth by antibody-dependent cell-mediated cytotoxicity (ADCC), phagocytosis, or stimulation of adaptive immunity. In contrast, other MO/MA subpopulations may support tumor growth by immunosuppressive or pro-angiogenic cytokine production. A better understanding of the phenotype and activity of MO/MA in EOC should lead to greater insight into their role in the immunopathobiology of EOC and hence suggest targets for treatment. We have found differences in the proportions of MO/MA subpopulations in the peripheral blood and ascites of EOC patients compared to normal donors, and differences in MO/MA surface phenotype in the associated tumor environment compared to the systemic circulation. We also demonstrate that, following their activation in vitro, monocyte-derived macrophages (MDM) from the peripheral blood and ascites of EOC patients exhibit antitumor effector activities that are different from the behavior of normal donor cells. The phenotypic characteristics and antitumor activity of CD14+ MO/MA and an isolated subpopulation of CD14brightCD16 −HLA-DR+ MO/MA were compared in samples of normal donor peripheral blood and the peripheral blood and ascites from EOC patients. MDM were cultured with macrophage colony-stimulating factor (M-CSF) and activated with lipopolysaccharide (LPS) or a combination of LPS plus recombinant interferon-gamma. We determined that MO/MA from EOC patients had altered morphology and significantly less ADCC and phagocytic activity than did MO/MA from normal donors. ADCC and phagocytosis are mediated by receptors for the Fe portion of IgG (FcγRs), the expression of which were also found to be deficient on EOC MDM from peripheral blood and ascites. Anti-tumor functions not mediated by the FcγRs, such as macrophage mediated cytotoxicity and cytostasis, were not impaired in EOC MDM compared to normal donor MDM. Our findings also showed that MDM from both EOC patients and normal donors produce M-CSF-stimulated cytokines, including interleukin-8, tumor necrosis factor alpha, and interleukin-6, which have the potential to support ovarian tumor growth and metastasis. These findings may be relevant to the pathogenesis of EOC and to the development of future bioimmunotherapeutic strategies. ^

Molecular mechanism of the relaxin signaling pathways: Activation of cAMP, PI3K, and PKCzeta

Relaxin is a polypeptide hormone that has diverse effects on reproductive and non-reproductive tissues. Relaxin activates the G-protein coupled receptors, LGR7 and LRG8. Early studies described increased cAMP and protein kinase A activity upon relaxin treatment, but cAMP accumulation alone could not account for all of the relaxin-mediated effects. We utilized the human monocyte cell line THP-1 to study the mechanism of relaxin-stimulated CAMP production. ^ Relaxin treatment in THP-1 cells produces a biphasic time course in cAMP accumulation, where the first peak appears as early as 1–2 minutes with a second peak at 10–20 minutes. Selective inhibitors for phosphoinositide 3-kinase (P13K), such as wortmannin and LY294002, show a dose-dependent inhibition of relaxin-stimulated cAMP accumulation, specific for the second peak of the relaxin time course. Neither the effects of relaxin nor the inhibition of relaxin by LY294002 is mediated by the activity of phosphodiesterases. Furthermore, LY294002 blocks upregulation of vascular endothelial growth factor transcript levels by relaxin. ^ To further delineate relaxin signaling pathways, we searched for downstream targets of PI3K that could activate adenylyl cyclase (AC). Protein kinase C ζ (PKCζ) was a prime candidate because it activates types II and V AC. Chelerythrine chloride (a general PKC inhibitor) inhibits relaxin-induced cAMP production to the same degree as LY294002 (∼40%). Relaxin stimulates PKCζ translocation to the plasma membrane in THP-1, MCF-7, PHM1-31, and MMC cells, as shown by immunocytochemistry. PKCζ translocation is P13K-dependent and independent of cAMP production. Antisense PKCζ oligodeoxynucleotides (PKCζ-ODNs) deplete both PKCζ transcript and protein levels in THP-1 cells. PKCζ-ODNs abolish relaxin-mediated PKCζ translocation and inhibit relaxin stimulation of cAMP by 40%, as compared to mock and random ODN controls. Treatment with LY294002 in the presence of PKCζ-ODNs results in little further inhibition. Taken together, we present a novel role for PI3K and PKCζ in relaxin stimulation of cAMP and provide the first example of the PKCζ regulation of AC in an endogenous system. Furthermore, we have identified higher order complexes of AC isoforms and PKA anchoring proteins in attempts to explain the differential coupling of relaxin to cAMP and PI3K-signaling pathways in various cell types. ^

Traitement du cancer pulmonaire non à petites cellules par radiothérapie stéréotaxique d’ablation

Les néoplasies pulmonaires demeurent la première cause de décès par cancer au Québec représentant près de 6000 décès par année. Au cours des dernières années, la radiothérapie stéréotaxique d’ablation (SABR) s’est imposée comme un traitement alternatif à la résection anatomique pour les patients inopérables atteints d’un cancer pulmonaire non à petites cellules de stade précoce. Il s’agit d’une modalité de traitement qui permet d’administrer des doses élevées, typiquement 30-60 Gy en 1-8 fractions, dans le but de cibler précisément le volume de traitement tout en épargnant les tissus sains. Le Centre Hospitalier de l’Université de Montréal s’est muni en 2009 d’un appareil de SABR de fine pointe, le CyberKnife™ (CK), un accélérateur linéaire produisant un faisceau de photons de 6 MV dirigé par un bras robotisé, permettant d’administrer des traitements non-coplanaires avec une précision infra-millimétrique. Ce mémoire est dédié à la caractérisation de certains enjeux cliniques et physiques associés au traitement par CK. Il s’articule autour de deux articles scientifiques revus par les pairs. D’une part, une étude prospective clinique présentant les avantages de la SABR pulmonaire, une technique qui offre un excellent contrôle tumoral à long terme et aide au maintien de la qualité de vie et de la fonction pulmonaire. D’autre part, une étude de physique médicale illustrant les limites de l’acquisition d’images tomodensitométriques en auto-rétention respiratoire lors de la planification de traitement par CK.

Biomarqueurs pronostiques dans le cancer de la prostate : mieux prédire pour mieux traiter

Le cancer de la prostate (CP) est le cancer le plus fréquemment diagnostiqué en Amérique du Nord et est au troisième rang en termes de létalité chez les hommes. Suite aux traitements de première ligne, 20 à 30% des patients diagnostiqués avec un cancer localisé auront une récidive biochimique de la maladie. La déplétion androgénique mène fréquemment au développement du stade de résistance à la castration (RC). Ce dernier est associé avec une augmentation de la morbidité (métastases osseuses) et de la mortalité avec une survie moyenne inférieure à deux ans. L’évolution du CP est très hétérogène dans la population et il n’existe actuellement aucun biomarqueur pronostique permettant d’identifier les patients à risque de récurrence biochimique, de métastases osseuses et de développement d’une résistance à la castration. De nombreuses études ont démontré que les cytokines inflammatoires IL-6 et IL-8 jouent un rôle dans la pathogénèse du CP, notamment dans le développement de la résistance à la castration. Par ailleurs, les niveaux sériques élevés de ces cytokines ont été associés à un mauvais pronostic. Précédemment, notre laboratoire a démontré in vitro que la protéine IKKε entraîne une augmentation de la sécrétion de ces cytokines dans les cellules du CP et qu’elle est exprimée davantage dans les tissus de cancers plus avancés. Le premier objectif du présent mémoire fut d’évaluer dans des tissus humains la corrélation d’IKKε, IL-6 et IL-8 avec des paramètres cliniques. Nos résultats soulignent le potentiel d’IKKε comme biomarqueur tissulaire pronostique de récurrence biochimique et de métastases osseuses. Nous n’avons trouvé aucune association entre IL-6/IL-8 et les paramètres cliniques inclus dans l’étude. Le second objectif de ce projet fut d’évaluer la coexpression de ces trois molécules dans l’épithélium du CP. Nos résultats confirment les observations in vitro en mettant en évidence une forte association entre l’expression d’IKKε, IL-6 et IL-8. Le troisième objectif fut d’évaluer la relation entre les niveaux sériques et tissulaires d’IL-6 et d’IL-8. Aucune relation significative n’a été établie, suggérant que les cytokines sériques ne sont pas uniquement d’origine prostatique. En conclusion, mon projet de maîtrise aura permis de préciser le potentiel d’IKKε comme biomarqueur tissulaire pronostique et de valider pour la première fois dans des tissus humains sa co-expression avec les cytokines IL-6 et IL-8, dont le rôle dans la pathogénèse de la maladie est bien établi. Une étude plus exhaustive des voies de signalisation d’IKKε reste d’intérêt pour élucider notamment les mécanismes par lesquels IKKε stimule la production de cytokines et par quels moyens cette protéine pourrait être impliquée dans le développement d’un état résistant à la castration.

Disruption of the BLM gene in ATM-null DT40 cells does not exacerbate either phenotype

Bloom syndrome and ataxia-telangiectasia are autosomal recessive human disorders characterized by immunodeficiency, genome instability and predisposition to develop cancer. Recent data reveal that the products of these two genes, BLM and ATM, interact and function together in recognizing abnormal DNA structures. To investigate the function of these two molecules in DNA damage recognition, we generated double knockouts of ATM(-/-) BLM-/- in the DT40 chicken B-lymphocyte cell line. The double mutant cells were viable and exhibited a variety of characteristics of both ATM(-/-) and BLM-/- cells. There was no evidence for exacerbation of either phenotype; however, the more extreme radiosensitivity seen in ATM(-/-) and the elevated sister chromatid exchange seen in BLM-/- cells were retained in the double mutants. These results suggest that ATM and BLM have largely distinct roles in recognizing different forms of damage in DNA, but are also compatible with partially overlapping functions in recognizing breaks in radiation-damaged DNA.

Brca1 inactivation induces p27Kip1-dependent cell cycle arrest and delayed development in the mouse mammary gland

One common characteristic of breast cancers arising in carriers of the predisposition gene BRCA1 is a loss of expression of the CDK inhibitor p27(Kip1) (p27), suggesting that p27 interacts epistatically with BRCA1. To investigate this relationship, we examined expression of p27 in mice expressing a dominant negative allele of Brca1 (MMTV-trBr) in the mammary gland. While these mice rarely develop tumors, they showed a 50% increase in p27 protein and a delay in mammary gland development associated with reduced proliferation. In contrast, on a p27 heterozygote background, MMTV-trBrca1 mice showed an increase in S phase cells, and normal mammary development. p27 was the only protein in the cyclin cyclin-dependent kinase network to show altered expression, suggesting that it may be a central mediator of cell cycle arrest in response to loss of function of BRCA1. Furthermore, in human mammary epithelial MCF7 cells expressing BRCA1-specific RNAi and in the BRCA1-deficient human tumor cell line HCC1937, p27 is elevated at the mRNA level compared to cells expressing wild-type BRCA1. We hypothesize that disruption of BRCA1 induces an increase in p27 that inhibits proliferation. Accordingly, reduction in p27 expression leads to enhancement of cellular proliferation in the absence of BRCA1.

Multivariate quantitative genetics and the Lek Paradox: Genetic variance in male sexually selected traits of Drosophila serrata under field control

Single male sexually selected traits have been found to exhibit substantial genetic variance, even though natural and sexual selection are predicted to deplete genetic variance in these traits. We tested whether genetic variance in multiple male display traits of Drosophila serrata was maintained under field conditions. A breeding design involving 300 field-reared males and their laboratory-reared offspring allowed the estimation of the genetic variance-covariance matrix for six male cuticular hydrocarbons (CHCs) under field conditions. Despite individual CHCs displaying substantial genetic variance under field conditions, the vast majority of genetic variance in CHCs was not closely associated with the direction of sexual selection measured on field phenotypes. Relative concentrations of three CHCs correlated positively with body size in the field, but not under laboratory conditions, suggesting condition-dependent expression of CHCs under field conditions. Therefore condition dependence may not maintain genetic variance in preferred combinations of male CHCs under field conditions, suggesting that the large mutational target supplied by the evolution of condition dependence may not provide a solution to the lek paradox in this species. Sustained sexual selection may be adequate to deplete genetic variance in the direction of selection, perhaps as a consequence of the low rate of favorable mutations expected in multiple trait systems.

Anlaysis of complementary expression profiles following WT1 induction versus repression reveals the cholesterol/fatty acid synthetic pathways as a possible major target of WT1

The Wilms' tumour suppressor gene, WT1, encodes a zinc-finger protein that is mutated in Wilms' tumours and other malignancies. WT1 is one of the earliest genes expressed during kidney development. WT1 proteins can activate and repress putative target genes in vitro, although the in vivo relevance of such target genes often remains unverified. To better understand the role of WT1 in tumorigenesis and kidney development, we need to identify downstream target genes. In this study, we have expression pro. led human embryonic kidney 293 cells stably transfected to allow inducible WT1 expression and mouse mesonephric M15 cells transfected with a WT1 antisense construct to abolish endogenous expression of all WT1 isoforms to identify WT1-responsive genes. The complementary overlap between the two cell lines revealed a pronounced repression of genes involved in cholesterol biosynthesis by WT1. This pathway is transcriptionally regulated by the sterol responsive element-binding proteins (SREBPs). Here, we provide evidence that the C-terminal end of the WT1 protein can directly interact with SREBP, suggesting that WT1 may modify the transcriptional function of SREBPs via a direct protein-protein interaction. Therefore, the tumour suppressor activities of WT1 may be achieved by repressing the mevalonate pathway, thereby controlling cellular proliferation and promoting terminal differentiation.

Failure of a medulloblastoma-derived mutant of SUFU to suppress WNT signaling

Germline mutations of APC in patients with Turcot syndrome (colon cancer and medulloblastoma), was well as somatic mutations of APC, beta-catenin, and Axin in sporadic medulloblastomas (MBs) have shown the importance of WNT signaling in the pathogenesis of MB. A subset of children with MB have germline mutations of SUFU, a known inhibitor of Hedgehog signal transduction. A recent report suggested that murine Sufu can bind beta-catenin, export it from the nucleus, and thereby repress beta-catenin/T-cell factor (Tcf)-mediated transcription. We show that an MB-derived mutant of SUFU has lost the ability to decrease nuclear levels of beta-catenin, and cannot inhibit beta-catenin/Tcf-mediated transcription as compared to wild type SUFU. Our results suggest that loss of function of SUFU results in overactivity of both the Sonic Hedgehog, and the WNT signaling pathways, leading to excessive proliferation and failure to differentiate resulting in MB.

Role of proline residues in the expression and function of the human noradrenaline transporter

The aim was to investigate the roles of proline residues in extracellular loop 2 (P172, P183, P188 and P209) and transmembrane domains 2, 5, 11 and 12 (P108, P270, P526, P551, P552 and P570) in determining noradrenaline transporter (NET) expression and function. Mutants of human NET with these residues mutated to alanine were pharmacologically characterized. Mutation of P108, P270 and P526 disrupted cell surface expression, from [H-3]nisoxetine binding and confocal microscopy data. Mutations of P526, P551 and P570 reduced transporter turnover (V-max of [H-3]noradrenaline uptake/B-max of [H-3]nisoxetine binding) by 1.5-1.7-fold compared with wild-type NET, so these residues might be involved in conformational changes associated with substrate translocation. Conversely, mutations of P172, P183, P188 and P209 increased V-max/B-max by 2-3-fold compared with wild-type, indicating that the presence of these proline residues limits turnover of the NET. The mutations had few effects on apparent affinities of substrates or affinities of inhibitors, except decreases in inhibitor affinities after mutations of the P270 and P570 residues, and increases after mutation of the P526 residue. Hence, proline residues in extracellular loop 2 and in transmembrane domains have a range of roles in determining expression and function of the NET.

The lived experience of healing touch with cancer patients

The recent use of complementary therapies by cancer patients has prompted the study of the use of Healing Touch, an energy based therapy, to learn the meaning of the experience. By using Ray's Caring Inquiry, a phenomenologic-hermeneutic process, the lived experience of receiving Healing Touch was elicited from three cancer patients. Through the interactions of the Healing Touch practitioners, the cancer patient participants, and the energy in and around them, specific themes were expressed: body-physical, emotion-feeling, mental-knowing, and spirit-essence. Further abstracting lead to the metathemes sensation and perception. Through a change in consciousness, a oneness/wholeness was experienced. The unity of meaning elicited was the Rhythm of Oneness Through Energy which is the connecting, opening, and cocreating through caring, the wholeness of each to become one through rhythms of energy. ^