457 resultados para Biology, Molecular|Biology, Biostatistics|Biology, Genetics|Health Sciences, Public Health
Resumo:
The Eker rat model has allowed researchers the unique opportunity to study the tumorigenesis of spontaneously occurring uterine leiomyoma. Animals in this line harbor a germline mutation in the tuberous sclerosis complex-2 (Tsc-2) tumor suppressor gene and develop uterine leiomyomas at a rate of ∼65%. Primary leiomyomas obtained from humans and Eker rats along with Eker-derived leiomyoma cell lines were used in studies described herein to determine the effect of PPARγ ligand treatment on the proliferation of this cell type and to determine the role of tuberin and p27Kip1 in the etiology of this tumor type. Treatment of leiomyoma cells of human and rat origin with PPARγ-activating compounds resulted in decreased proliferation. Additionally, PPARγ ligands inhibited estrogen-dependent gene transactivation in Eker-derived leiomyoma cells suggesting that nuclear receptor cross-talk may exist between PPAR and the ER and may be responsible for the inhibition of proliferation in this cell type. Loss of tuberin, the product of the TSC-2 gene, is associated with Eker rat leiomyoma development while the role of this tumor suppressor in human leiomyoma development is unknown. Data herein show that tuberin expression is diminished in 25% of human leiomyomas tested. Additionally, we observed diminished p27 Kip1 expression in 80% of human uterine leiomyomas compared to normal myometrium. Interestingly, the loss of tuberin expression in human leiomyoma was associated with cytoplasmic p27Kip1 accumulation in this cell type. Furthermore, tuberin-null Eker rat leiomyomas and derived cell lines had predominantly cytoplasmic p27Kip1 compared to tuberin-expressing normal myometrium. Taken together, our data show that human and Eker rat leiomyoma proliferation is inhibited upon PPARγ treatment and that the etiology of human and Eker rat leiomyoma converge at loss of p27Kip1 function. Furthermore, our data indicate that the loss of p27 Kip1 function is mediated by loss of expression (in 80% of human leiomyoma) or cytoplasmic localization potentially resulting from the loss of tuberin. ^
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CYP4F subfamily comprises a group of enzymes that metabolize LTB4 to biologically less active metabolites. These inactive hydroxy products are incapable of chemotaxis and recruitment of inflammatory cells. This has led to a hypothesis that CYP4Fs may modulate inflammatory conditions serving as a signal of resolution. ^ We investigated the regulation of rat CYP4F gene expression under various inflammatory prompts including a bacterial lipopolysaccharide (LPS) treated model system, controlled traumatic brain injury (TBI) model as well as using direct cytokine challenges. CYP4Fs showed an isoform specific response to LPS. The pro-inflammatory cytokines IL-1β, IL-6 and TNF-α produced an overall inductive CYP4F response whereas IL-10, an anti-inflammatory cytokine, suppressed CYP4F gene expression in primary hepatocytes. The molecular mechanism behind IL-6 mediated CYP4F induction was partially STAT3 dependent. ^ An alternate avenue of triggering the inflammatory cascade is TBI, which is known to cause several secondary effects leading to multiorgan dysfunction syndrome. The results from this study elicited that trauma to the brain can produce acute inflammatory changes in organs distant from the injury site. Local production of LTB4 after CNS injury caused mobilization of inflammatory cells such as neutrophils to the lung. In the resolution phase, CYP4F expression increased with time along with the associated activity causing a decline in LTB4 concentration. This marked a significant reduction in neutrophil recruitment to the lung which led to subsequent recovery and repair. In addition, we showed that CYP4Fs are localized primarily in pulmonary endothelium. We speculate that the temporally regulated LTB4 clearance in the endothelium may be a novel target for treatment of pulmonary inflammation following injury. ^ In humans, several CYP4F isoforms have been identified and shown to metabolize LTB4 and other endogenous eicosanoids. However, the specific activity of the recently cloned human CYP4F11 is unknown. In the final part of this thesis, CYP4F11 protein was expressed in yeast in parallel to CYP4F3A. To our surprise, CYP4F11 displayed a different substrate profile than CYP4F3A. CYP4F3A metabolized eicosanoids while CYP4F11 was a better catalyst for therapeutic drugs. Thus, besides their endogenous function in clearing inflammation, CYP4Fs also may play a part in drug metabolism. ^
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Extracellular signaling pathways initiated by secreted proteins are important in the co-ordination of tissue interactions in multi-cellular organisms, particularly during embryonic development. These signaling cascades direct diverse cellular events, including proliferation, differentiation and migration, in both autocrine and paracrine modes. In adult animals, abnormal function of these proteins often results in degenerative and tumourigenic syndromes. In this study, I have focused on elucidating the role of Bone Morphogenetic Protein (Bmp) signal transduction during neuronal specification and differentiation in the vertebrate embryo, using the mouse retina as a model. Using tissue-specific conditional knock-out approaches, the consequences of genetic loss-of-function of this signaling pathway on retinal physiology were examined. Mutant mice lacking Bmp type I receptor function displayed a range of retinal phenotypes, each of which appeared to be regulated at a different threshold of Bmp receptor activity. Novel essential functions for Bmp signaling were uncovered for retinal neurogenesis, cell survival, and axonal pathfinding at the optic disc. Further, BmprIa and BmprIa exhibited genetic interactions suggestive of functional redundancy. To further characterize the underlying molecular bases for the pleiotropic effects of Bmp receptors, retina-specific loss-of-function mutants of the obligate Bmp-activated transcriptional mediator Smad4 were generated. A comparison of the retina-specific Smad4 mutant phenotypes with those of the Bmp receptor mutant retina revealed that only a subset of retinal phenotypes, namely optic disc axon pathfinding and axial patterning were common for both classes of mutant animals. Thus, these results suggest that, contrary to the classic scheme of Bmp signal transduction, Smad4-independent pathways may be operative downstream of the type I receptors. Indeed, such alternative intracellular signaling cascades may constitute a molecular basis for the multiple cellular responses elicited by Bmp signaling. Finally, I tested whether the potential Bmp pathway targets, the extracellular ligands Fgf9 and Fgf15, mediate essential cellular processes in the retina. The analyses of Fgf9 −/−; Fgf15−/− mutant mice posit a novel shared role for these genes in intra-retinal axon pathfinding. Collectively, these studies have elucidated part of the molecular machinery directing mammalian neuro-retinal development, and provided useful in vivo models to study visual function. ^
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Tumor necrosis factor-related apoptosis-inducing ligand (Apo2L/TRAIL) is a member of the TNF superfamily of cytokines that can induce cell death through engagement of cognate death receptors. Unlike other death receptor ligands, it selectively kills tumor cells while sparing normal cells. Preclinical studies in non-human primates have generated much enthusiasm regarding its therapeutic potential. However, many human cancer cell lines exhibit significant resistance to TRAIL-induced apoptosis, and the molecular mechanisms underling this are controversial. Possible explanations are typically cell-type dependent, but include alterations of receptor expression, enhancement of pro-apoptotic intracellular signaling molecules, and reductions in anti-apoptotic proteins. We show here that the proteasome inhibitor bortezomib (Velcade, PS-341) produces synergistic apoptosis in both bladder and prostate cancer cell lines within 4-6 hours when co-treated with recombinant human TRAIL which is associated with accumulation of p21 and cdk1/2 inhibition. Our data suggest that bortezomib's mechanism of action involves a p21-dependent enhancement of caspase maturation. Furthermore, we found enhanced tumor cell death in in vivo models using athymic nude mice. This is associated with increases in caspase-8 and caspase-3 cleavage as well as significant reductions in microvessel density (MVD) and proliferation. Although TRAIL alone had less of an effect, its biological significance as a single agent requires further investigations. Toxicity studies reveal that the combination of bortezomib and rhTRAIL has fatal consequences that can be circumvented by altering treatment schedules. Based on our findings, we conclude that this strategy has significant therapeutic potential as an anti-cancer agent. ^
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The protein p53 binding protein one (53BP1) was discovered in a yeast two-hybrid screen that used the DNA binding domain of p53 as bait. Cloning of full-length 53BP1 showed that this protein contains several protein domains which help make up the protein, which include two tandem BRCT domains and a amino-terminal serine/glutamine cluster domain (SCD). These are two protein domains are often seen in factors that are involved in the cellular response to DNA damage and control of cell cycle checkpoints and we hypothesize that 53BP1 is involved in the cellular response to DNA damage. In support of this hypothesis we observe that 53BP1 is phosphorylated and undergoes a dramatic nuclear re-localization in response to DNA damaging agents. 53BP1 also interacts with several factors that are important in the cellular response to DNA damage, such as the BRCA1 tumor suppressor, ATM and Rad3 related (ATR), and the phosphorylated version of the histone variant H2AX. Mice deficient in 53BP1 display increased sensitivity ionizing radiation (IR), a DNA damaging agent that introduces DNA double strand breaks (DSBs). In addition, 53BP1-deficient mice do not properly undergo the process of class switch recombination (CSR). We also observe that when a defect in 53BP1 is combined with a defect in p53; the resulting mice have an increased rate of formation of spontaneous tumors, notably the formation of B and T lineage lymphomas. The T lineage tumors arise by two distinct mechanisms: one driven by defects in cell cycle regulation and a second driven by defects in the ability to repair DNA DSBs. The B lineage tumors arise by the inability to repair DNA damage and over-expression of the oncogene c-myc. ^ With these observations, we conclude that not only does 53BP1 function in the cellular response to DNA damage, but it also works in concert with p53 to suppress tumor formation. ^
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Enteroaggregative Escherichia coli (EAEC) are considered an important emerging enteric and food-borne pathogen. The groups importantly affected by EAEC include international travelers, children in the developing world, and patients with HIV infection. EAEC does not commonly cause diarrheal illness in all hosts. ^ The reasons for the observed clinical variation in EAEC infection are multifactorial and are dependant on the pathogen, the inoculum ingested and the host susceptibility. A major obstacle in identifying the mechanism of pathogenesis for EAEC is the heterogeneity in virulence of strains. No EAEC virulence gene is consistently present in all diarrheagenic strains. However, a recent report suggests that a package of plasmid borne and chromosomal virulence factors are under the control of the described transcriptional activator aggR. Although the exact inoculum required for EAEC diarrheal illness is not known, a volunteer study has shown that oral ingestion of 10 10 cfu of virulent EAEC elicited diarrhea. Ongoing studies are being conducted to better define the exact infectious dose. There are also host factors associated with increased susceptibility of persons to diarrheal illness with EAEC. ^ The following three manuscripts: (1) review EAEC as an emerging enteric pathogen; (2) identify EAEC as a cause of acute diarrhea among different subpopulations worldwide; (3) identify virulence characteristics and the molecular epidemiology of EAEC isolates among travelers with diarrheal illness and describe the pathogenesis of EAEC infection. ^
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Lipopolysaccharide (LPS) and interferon-gamma (IFN) activate macrophages and produce nitric oxide (NO) by initiating the expression of inducible Nitric Oxide Synthase (iNOS). Prolonged LPS/IFN-activation results in the death of macrophage-like RAW 264.7 cells and wild-type murine macrophages. This study was implemented to determine how NO contributes to LPS/IFN-induced macrophage death. The iNOS-specific inhibitor L-NIL protected RAW 264.7 cells from LPS/IFN-activated death, supporting a role for NO in the death of LPS/IFN-activated macrophages. A role for iNOS in cell death was confirmed in iNOS-/- macrophages which were resistant to LPS/IFN-induced death. Cell death was accompanied by nuclear condensation, caspase 3 activation, and PARP cleavage, all of which are hallmarks of apoptosis. The involvement of NO in modulating the stress-activated protein kinase (SAPK)/c-jun N-terminal kinase (JNK) signal transduction pathway was examined as a possible mechanism of LPS/IFN-mediated apoptosis. Western analysis demonstrated that NO modifies the phosphorylation profile of JNK and promotes activation of JNK in the mitochondria in RAW 264.7 cells. Inhibition of JNK with sIRNA significantly reduced cell death in RAW 264.7 cells, indicating the participation of the JNK pathway in LPS/IFN-mediated death. JNK has been demonstrated to induce mitochondrial-mediated apoptosis through modulation of Bcl-2 family members. Therefore, the effect of NO on the balance between pro- and anti-apoptotic Bcl-2 family members was examined. In RAW 264.7 cells, Bim was upregulated and phosphorylated by LPS/IFN independently of NO. However, co-immunoprecipitation studies demonstrated that NO promotes the association of Bax with the BimL splice variant. Examination of Bax phosphorylation by metabolic labeling demonstrated that Bax is basally phosphorylated and becomes dephosphorylated upon LPS/IFN treatment. L-NIL inhibited the dephosphorylation of Bax, indicating that Bax dephosphorylation is NO-dependent. NO also mediated LPS/IFN-induced downregulation of Mcl-1, an anti-apoptotic Bcl-2 family member, as demonstrated by Western blotting for Mcl-1 protein expression. Thus, NO contributes to macrophage apoptosis via a JNK-mediated mechanism involving interaction between Bax and Bim, dephosphorylation of Bax, and downregulation of Mcl-1. ^
Resumo:
The development of dentition is a fascinating process that involves a complex series of epithelial-mesenchymel signaling interactions. That such a precise process frequently goes awry is not surprising. Indeed, tooth agenesis is one of the most commonly inherited disorders in humans that affects up to twenty percent of the population and imposes significant functional, emotional and financial burdens on patients. Mutations in the paired box domain containing transcription factor PAX9 result in autosomal dominant tooth agenesis that primarily involves posterior dentition. Despite these advances, little is known about how PAX9 mediates key signaling actions in tooth development and how aberrations in PAX9 functions lead to tooth agenesis. As an initial step towards providing evidence for the pathogenic role of mutant PAX9 proteins, I performed a series of molecular genetic analyses aimed at resolving the structural and functional defects produced by a number of PAX9 mutations causing non-syndromic posterior tooth agenesis. It is likely that the pathogenic mechanism underlying tooth agenesis for the first two mutations studied (219InsG and IIe87Phe) is haploinsufficiency. For the six paired domain missense mutations studied, the lack of functional defects observed for three of the mutant proteins suggests that these mutations altered PAX9 function through alternate mechanisms. Next, I explored further the nature of the partnership between Pax9 and the Msx1 homeoprotein and their role in the expression of a downstream effector molecule, Bmp4. When viewed in the context of events occurring in dental mesenchyme, the results of these studies indicate that the Pax9-Msx1 protein interaction involves the localized up-regulation of Bmp4 activity that is mediated by synergistic interactions between the two transcription factors. Importantly, these assays corroborate in vivo data from mouse genetic studies and support reports of Pax9-dependent expression of Bmp4 in dental mesenchyme. Taken together, these results suggest that PAX9 mutations cause an early developmental defect due to an inability to maintain the inductive potential of dental mesenchyme through involvement in a pathway involving Msx1 and Bmp4. ^
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Pulmonary fibrosis (PF) is the result of a variety of environmental and cancer treatment related insults and is characterized by excessive deposition of collagen. Gas exchange in the alveoli is impaired as the normal lung becomes dense and collapsed leading to a loss of lung volume. It is now accepted that lung injury and fibrosis are in part genetically regulated. ^ Bleomycin is a chemotherapeutic agent used for testicular cancer and lymphomas that induces significant pulmonary toxicity. We delivered bleomycin to mice subcutaneously via a miniosmotic pump in order to elicit lung injury (LI) and quantified the %LI morphometrically using video imaging software. We previously identified a quantitative trait loci, Blmpf-1(LOD=17.4), in the Major Histocompatibility Complex (MHC), but the exact genetic components involved have remained unknown. ^ In the current studies, Blmpf-1 was narrowed to an interval spanning 31.9-32.9Mb on Chromosome 17 using MHC Congenic mice. This region includes the MHC Class II and III genes, and is flanked by the TNF-alpha super locus and MHC Class I genes. Knockout mice of MHC Class I genes (B2mko), MHC Class II genes (Cl2ko), and TNF-alpha (TNF-/-) and its receptors (p55-/-, p75-/-, and p55/p75-/-) were treated with bleomycin in order to ascertain the role of these genes in the pathogenesis of lung injury. ^ Cl2ko mice had significantly better survival and %LI when compared to treated background BL/6 (B6, P<.05). In contrast, B2mko showed no differences in survival or %LI compared to B6. This suggests that the MHC Class II locus contains susceptibility genes for bleomycin-induced lung injury. ^ TNF-alpha, a Class III gene, was examined and it was found that TNF-/- and p55-/- mice had higher %LI and lower survival when compared to B6 (P<.05). In contrast, p75-/- mice had significantly reduced %LI when compared to TNF-/-, p55-/-, and B6 mice as well as higher survival (P<.01). These data contradict the current paradigm that TNF-alpha is a profibrotic mediator of lung injury and suggest a novel and distinct role for the p55 and p75 receptors in mediating lung injury. ^
Resumo:
The Ssel/Hsp110 molecular chaperones are a poorly understood subgroup of the Hsp70 chaperone family. Hsp70 can refold denatured polypeptides via a carboxyl-terminal peptide binding domain (PBD), which is regulated by nucleotide cycling in an amino-terminal ATPase domain. However, unlike Hsp70, both Sse1 and mammalian Hsp110 bind unfolded peptide substrates but cannot refold them. To test the in vivo requirement for interdomain communication, SSE1 alleles carrying amino acid substitutions in the ATPase domain were assayed for their ability to complement sse1Δ phenotypes. Surprisingly, all mutants predicted to abolish ATP hydrolysis complemented the temperature sensitivity of sse1Δ, whereas mutations in predicted ATP binding residues were non-functional. Remarkably, the two domains of Ssel when expressed in trans functionally complement the sse1Δ growth phenotype and interact by coimmunoprecipitation analysis, indicative of a novel type of interdomain communication. ^ Relatively little is known regarding the interactions and cellular functions of Ssel. Through co-immunoprecipitation analysis, we found that Ssel forms heterodimeric complexes with the abundant cytosolic Hsp70s Ssa and Ssb in vivo. Furthermore, these complexes can be efficiently reconstituted in vitro using purified proteins. The ATPase domains of Ssel and the Hsp70s were found to be critical for interaction as inactivating point mutations severely reduced interaction efficiency. Ssel stimulated Ssal ATPase activity synergistically with the co-chaperone Ydj1 via a novel nucleotide exchange activity. Furthermore, FES1, another Ssa nucleotide exchange factor, can functionally substitute for SSE1/2 when overexpressed, suggesting that Hsp70 nucleotide exchange is the fundamental role of the Sse proteins in yeast, and by extension, the Hsp110 homologs in mammals. ^ Cells lacking SSE1 were found to accumulate prepro-α-factor, but not the cotranslationally imported protein Kar2, similar to mutants in the Ssa chaperones. This indicates that the interaction between Ssel and Ssa is functionally significant in vivo. In addition, sse10 cells are compromised for cell wall strength, likely a result of decreased Hsp90 chaperone activity with the cell integrity MAP kinase SIC. Taken together, this work established that the Hsp110 family must be considered an essential component of Hsp70 chaperone biology in the eukaryotic cell.^
Resumo:
Translation termination as a result of premature nonsense codon-incorporation in a RNA transcript can lead to the production of aberrant proteins with gain-of-function or dominant negative properties that could have deletrious effects on the cell. T-cell Receptor (TCR) genes acquire premature termination codons two-thirds of the time as a result of the error-prone programmed rearrangement events that normally occur during T-cell development. My studies have focused on the fate of TCR precursor mRNAs in response to in-frame nonsense mutations. ^ Previous published studies from our laboratory have shown that TCR precursor mRNAs are subject to nonsense mediated upregulation of pre-mRNA (NMUP). In this dissertation, I performed substitution and deletion analysis to characterize specific regions of TCR which are required to elicit NMUP. I performed frame- and factor-dependence studies to determine its relationship with other nonsense codon induced responses using several approaches including (i) translation dependence studies (ii) deletion and mutational analysis, as well as (iii) siRNA mediated knockdown of proteins involved. I also addressed the underlying molecular mechanism for this pre-mRNA upregulation by (i) RNA half-life studies using a c-fos inducible promoter, and (ii) a variety of assays to determine pre-mRNA splicing efficiency. ^ Using these approaches, I have identified a region of TCR that is both necessary and sufficient to elicit (NMUP). I have also found that neither cytoplasmic translation machinery nor the protein UPF1 are involved in eliciting this nuclear event. I have shown that the NMUP can be induced not only by nonsense and frameshift mutations, but also missense mutations that disrupt a cis splicing element in the exon that contains the mutation. However, the effect of nonsense mutations on pre-mRNA is unique and distinguishable from that of missense mutations in that nonsense mutations can upregulate pre-mRNA in a frame-dependent manner. Lastly, I provide evidence that NMUP occurs by a mechanism in which nonsense mutations inhibit the splicing of introns. In summary, I have found that TCR precursor mRNAs are subject to multiple forces involving both RNA splicing and translation that can either increase or decrease the levels of these precursor mRNAs. ^
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Drinking water-related exposures within populations living in the United States-Mexico border region, particularly among Hispanics, is an area that is largely unknown. Specifically, perceptions that may affect water source selection is an issue that has not been fully addressed. This study evaluates drinking water quality perceptions in a mostly Hispanic community living along the United States-Mexico border, a community also facing water scarcity issues. Using a survey that was administered during two seasons (winter and summer), data were collected from a total of 608 participants, of which 303 were living in the United States and 305 in Mexico. A (random) convenience sampling technique was used to select households and those interviewed were over 18 years of age. Statistically significant differences were observed involving country of residence (p=0.002). Specifically, those living in Mexico reported a higher use of bottled water than those living in the United States. Perception factors, especially taste, were cited as main reasons for not selecting unfiltered tap water as a primary drinking water source. Understanding what influences drinking water source preference can aid in the development of risk communication strategies regarding water quality. ^
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Lynch syndrome, is caused by inherited germ-line mutations in the DNA mismatch repair genes resulting in cancers at an early age, predominantly colorectal (CRC) and endometrial cancers. Though the median age at onset for CRC is about 45 years, disease penetrance varies suggesting that cancer susceptibility may be modified by environmental or other low-penetrance genes. Genetic variation due to polymorphisms in genes encoding metabolic enzymes can influence carcinogenesis by alterations in the expression and activity level of the enzymes. Variation in MTHFR, an important folate metabolizing enzyme can affect DNA methylation and DNA synthesis and variation in xenobiotic-metabolizing enzymes can affect the metabolism and clearance of carcinogens, thus modifying cancer risk. ^ This study examined a retrospective cohort of 257 individuals with Lynch syndrome, for polymorphisms in genes encoding xenobiotic-metabolizing enzymes-- CYP1A1 (I462V and MspI), EPHX1 (H139R and Y113H), GSTP1 (I105V and A114V), GSTM1 and GSTT1 (deletions) and folate metabolizing enzyme--MTHFR (C677T and A1298C). In addition, a series of 786 cases of sporadic CRC were genotyped for CYP1A1 I462V and EPHX1 Y113H to assess gene-gene interaction and gene-environment interaction with smoking in a case-only analysis. ^ Prominent findings of this study were that the presence of an MTHFR C677T variant allele was associated with a 4 year later age at onset for CRC on average and a reduced age-associated risk for developing CRC (Hazard ratio: 0.55; 95% confidence interval: 0.36–0.85) compared to the absence of any variant allele in individuals with Lynch syndrome. Similarly, Lynch syndrome individuals heterozygous for CYP1A1 I462V A>G polymorphism developed CRC an average of 4 years earlier and were at a 78% increased age-associated risk (Hazard ratio for AG relative to AA: 1.78; 95% confidence interval: 1.16-2.74) than those with the homozygous wild-type genotype. Therefore these two polymorphisms may be additional susceptibility factors for CRC in Lynch syndrome. In the case-only analysis, evidence of gene-gene interaction was seen between CYP1A1 I462V and EPHX1 Y113H and between EPHX1 Y113H and smoking suggesting that genetic and environmental factors may interact to increase sporadic CRC risk. Implications of these findings are the ability to identify subsets of high-risk individuals for targeted prevention and intervention. ^
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This pilot study, conducted in the Houston, TX, area, established a structured dialogue among a university Institutional Review Board, its researchers, and its local community members (i.e. pool of potential research participants) for the purpose of further educating all three parties about genetic research and community concerns related to such research. An IRB-designed educational presentation aimed at assisting potential subjects in making an informed decision to participate in genetic research was provided to four community groups (n=54); this presentation also included a current example of genetic research being conducted in the community as explained by the researcher, and a question-and-answer session designed to assist the IRB and the researcher in understanding the community's concerns about genetic research. Comparisons of pre- and post- presentation community questionnaires indicate that the joint presentation was effective in increasing community knowledge about genetic research, most notably related to the risks and benefits of this research to the individual, as well as the understanding that protections are in place for research participants. While researchers are optimistic about the idea of a collaborative effort with the IRB and the community, the feasibility of such a program and the benefit to the participating researchers remain unclear; additional research is necessary to establish the most effective method of communication for all groups involved, as well as to obtain statistically significant results with regard to race/ethnicity, gender, and education levels of community participants. ^
Resumo:
Monte Carlo simulation has been conducted to investigate parameter estimation and hypothesis testing in some well known adaptive randomization procedures. The four urn models studied are Randomized Play-the-Winner (RPW), Randomized Pôlya Urn (RPU), Birth and Death Urn with Immigration (BDUI), and Drop-the-Loses Urn (DL). Two sequential estimation methods, the sequential maximum likelihood estimation (SMLE) and the doubly adaptive biased coin design (DABC), are simulated at three optimal allocation targets that minimize the expected number of failures under the assumption of constant variance of simple difference (RSIHR), relative risk (ORR), and odds ratio (OOR) respectively. Log likelihood ratio test and three Wald-type tests (simple difference, log of relative risk, log of odds ratio) are compared in different adaptive procedures. ^ Simulation results indicates that although RPW is slightly better in assigning more patients to the superior treatment, the DL method is considerably less variable and the test statistics have better normality. When compared with SMLE, DABC has slightly higher overall response rate with lower variance, but has larger bias and variance in parameter estimation. Additionally, the test statistics in SMLE have better normality and lower type I error rate, and the power of hypothesis testing is more comparable with the equal randomization. Usually, RSIHR has the highest power among the 3 optimal allocation ratios. However, the ORR allocation has better power and lower type I error rate when the log of relative risk is the test statistics. The number of expected failures in ORR is smaller than RSIHR. It is also shown that the simple difference of response rates has the worst normality among all 4 test statistics. The power of hypothesis test is always inflated when simple difference is used. On the other hand, the normality of the log likelihood ratio test statistics is robust against the change of adaptive randomization procedures. ^