Mycobacterium tuberculosis isolates from multiple drug resistant or extensively drug resistant patients show a particular set of mutations in drug targets conferring resistance. However, the selection of drug-resistant strains in vitro yields an alternative set of mutations, thought to result from the cost-benefit associated with drug resistance. Mutations allowing for survival under antibiotic may not be beneficial when presented with the host environment or with a drug-free environment. These fitness effects drive the natural evolution of this bacterium. Using recombineering a large cohort of mutations was generated within two drug targets, inhA and gyrA, to study in vitro the variability of mutations allowable under either isoniazid or ofloxacin, respectively. As a proof of concept this process was carried out in Mycobacterium smegmatis. Analysis of survivors allowed for identification of novel mutations and substitutions, as well as showing mutations previously found only in clinical isolates can be present in laboratory isolates.

The immune system is a complex network of interacting cells and tissues that is designed to protect the body from pathogens and other foreign substances. T cells are a major component of the immune system and consist of two distinct lineages distinguished by the expression of αβ or γδ T cell receptors (TCR). The Tec family kinase, Itk is an important mediator of signaling downstream of the TCR. Past studies on Itk has focused on how Itk regulates development, activation and differentiation of conventional αβ T cells and more recently how Itk regulates the development of innate-like αβ T cells. However, very little is known about the influence of Itk on γδ T cells. My studies show a previously unknown role for Itk in the development and function of γδ T cells. We report in the absence of Itk, γδ T cells were responsible for the spontaneously elevated levels of serum IgE and Itk-/- mice γδ T cells produced high levels of TH2 cytokines. Furthermore, there was an increase in γδ T cells specifically in the Vγ1.1+Vδ6.3+ (V6) subset that represents the dominant population of γδ NKT cells in Itk-/- mice. In addition, the V6 subset had increased expression of PLZF, a transcription factor normally required for αβ iNKT cell development. We further show that V6 cells develop and mature similar to αβ iNKT cells. Similar to defects previously seen in the terminal differentiation of Itk-/- αβ iNKT cell, V6 cells also had impaired maturation in the thymus in the absence of Itk. This data demonstrates a previously unknown role of Itk for the terminal maturation of V6 cells that has been shown to be the cell population that led to spontaneous dermatitis in mice. Given that drug companies have targeted Itk as a potential allergy drug due to Itk’s role in TH2 development and function, our data suggests that further studies on Itk are warranted.

My thesis research began with a project in which we were trying to determine the function of embryonic stem cell (ESC)-specific miRNAs. Using luciferase constructs containing miRNA binding sites, luciferase expression was inhibited by endogenous miRNAs in ESCs, and by exogenous miRNAs in HeLa cells. Inhibition of luciferase expression by miRNAs was inhibited in HeLa cells using 2’O-methyl-oligonucleotides. In ESCs, 2’O-methyl-oligonucleotides were only effective in partially inhibiting miR290 function. Partial inhibition of miR290 did not result in any obvious phenotypic changes in mESCs. Later studies using 2’O-methyl-oligonucleotides in ESCs were also unsuccessful. The function of ESC-specific miRNAs has since been studied by re-introducing miRNAs into Dicer -/- cells which cannot make miRNAs. These studies have shown that ESC-specific miRNAs are involved in de novo DNA methylation, self-renewal, and cell-cycle regulation. Newly diagnosed glioblastoma (GBM) patients rarely survive more than two years even after surgery, radiotherapy, and chemotherapy using temozolomide (TMZ) or 1,3-bis(2-chloroethy)-1-nitrosourea (BCNU). Eventual regrowth of the tumor indicates that some tumor cells are resistant to therapy. GBM neurosphere-initiating cells (NICs) are thought to be similar to tumor-initiating cells in vivo, and will form invasive tumors in mice, making neurosphere cultures a good model system for studying GBMs. To test whether GBM NICs were resistant to chemotherapy, we used a neurosphere formation assay to measure the number of proliferating NICs in the presence of TMZ or BCNU. The concentrations of chemotherapy drugs required to inhibit neurosphere formation were much less than those required to inhibit bulk cell proliferation or to induce cell death in our neurosphere cultures. For some cultures, there was a robust recovery of neurosphere formation after chemotherapy treatment which appeared to be DNA damage independent. Some of the cultures that showed significant recovery of neurosphere formation underwent reversible cell cycle arrest, possibly reducing chemotoxicity in these cultures. Collectively, these results indicate that GBM neurosphere cultures can regrow after being treated with clinically relevant doses of chemotherapy drugs. Chemotherapy-treated neurosphere cultures remained viable, and formed tumors when injected into mice. Our experiments show that these in vitro assays may be useful in predicting in vivo responses to chemotherapeutic agents.

Glioma therapy relies on induction of cytotoxicity; however, the current combination of surgery, irradiation (IR) and temozolomide (TMZ) treatment does not result in a long-term cure. Our lab previously demonstrated that a small population of glioma cells enters a transient cell cycle arrest in response to chemotherapy. Treatment with TMZ significantly decreases initial neurosphere formation; however, after a short recovery period, a small number of cells resume neurosphere formation and repopulate the culture. This recovery of neurosphere growth recapitulates the inevitable glioma recurrence in the clinic. The focus of our laboratory is to study direct-target therapies that can be combined with TMZ to inhibit neurosphere recovery. The Notch pathway is a promising target because it is involved in cell growth and survival. Here, we demonstrate that blocking the Notch pathway using gamma-secretase inhibitors (GSIs) enhances TMZ treatment. The combination of TMZ and GSI treatments targets the cells capable of recovery. TMZ + GSI treated cells do not recover and are no longer capable of self-renewal. Interestingly, recovery is inhibited when the GSI is administered 24 hrs after TMZ treatment, demonstrating a sequence-dependent mechanism. TMZ + GSI treatment also decreases tumorigenicity. When glioma cell lines were treated in vitro and implanted in NU/NU nude mice, TMZ + GSI treatment extended latency and greatly increased survival. In addition, in vivo TMZ + GSI treatment completely blocked tumor progression and resulted in the loss of a palpable tumor in 50% of mice, while none of the TMZ-only treated mice survived. TMZ + GSI treated cultures and xenografts display a senescent phenotype. Cultures treated with TMZ + GSI have decreased proliferation, but no increase in cell death. We observed an increase in the number of cells expressing senescence-associated β-galactosidase in vitro and in vivo. This demonstrates that inhibition of the Notch pathway shifts TMZ-treated cells from a transient cell cycle arrest into a permanent senescent state. Senescent cells can stimulate the innate immune system. Here we demonstrate that TMZ + GSI treatment increases phagocytosis in vitro. New therapy combinations, such as TMZ + GSI, are arising in the field of therapy-induced senescence (TIS). Overall, this data demonstrates the importance of the Notch pathway in chemoprotection and maintenance of TMZ-treated gliomas. The addition of GSIs to current treatments is a promising target-directed therapy to decrease the rate of brain tumor recurrence by inducing senescence and tumor clearance.

Tumor recurrence after chemotherapy is a major cause of patient morbidity and mortality. Recurrences are thought to be due to small subsets of stem-like cancer cells that are able to survive chemotherapy and drive tumor re-growth. A more complete understanding of stem-like cancer cell regulation is required to develop therapies to better target and eliminate these cells. Slow-cycling stem cells are integral components of adult epithelial tissues and may give rise to cancer stem cell populations that share similar characteristics. These slow-cycling adult stem cells are inherently resistant to traditional forms of chemotherapy and transference of this characteristic may help to explain therapy resistance in cancer stem cell populations. Using a novel application for the proliferation marker CFSE, we have identified populations of slow-cycling cancer cells with tumor initiating capabilities. As predicted, slow-cycling cancer cells exhibit a multi-fold increase in chemotherapy resistance and retain the ability to re-enter the cell cycle. Furthermore, we observed consistent over-expression of the CDK5 activator, p35, in slow-cycling cancer cells. Manipulation of p35 expression in cancer cells affects cell cycle distribution and survival when these cells are treated with traditional forms of chemotherapy. Additionally, we demonstrate that alterations in p35 expression affect BCL2 levels, suggesting a mechanism for the survival phenotype. Combined, our data suggest a model whereby slow-cycling stem-like cancer cells utilize the p35/CDK5 complex to slow cell cycling speed and promote resistance to chemotherapy. Future p35 targeting, in combination with traditional forms of chemotherapy, may help eliminate these cells and reduce tumor recurrence rates, increasing long-term patient survival.

Two decades after the discovery of the Hepatitis C Virus (HCV), Hepatitis C infection still persists to be a global health problem. With the recent approval of the first set of directly acting antivirals (DAAs), the rate of sustained viral response for HCV-infected patients increased significantly. However, a complete cure has not been found yet. Drug development efforts primarily target NS3/4A protease, bifunctional serine protease-RNA helicase of HCV. HCV NS3/4A is critical in viral function; protease domain processes the viral polyprotein and helicase domain aids replication of HCV genome by unwinding double stranded RNA transcripts produced by NS5B, RNA-dependent RNA polymerase of HCV. Protease and helicase domains can be isolated, expressed and purified separately while retaining function. Isolated domains of HCV NS3/4A have been extensively used in biochemical and biophysical studies for scientific and therapeutic purposes to evaluate functional capability and mechanism. However, these domains are highly interdependent and modulate the activities of each other bidirectionally. Interdomain dependence was demonstrated in comparative studies where activities of isolated domains versus the full length protein were evaluated. Nevertheless, specific factors affecting interdependence have not been thoroughly studied. Chapter II investigates the domain-domain interface formed between protease and helicase domains as a determinant in interdependence. Molecular dynamics simulations performed on single chain NS3/4A constructs demonstrated the importance of interface in the coupled dynamics of the two domains. The role of the interface in interdomain communication was experimentally probed by disrupting the domain-domain interface through Ala-scanning mutations in selected residues in the interface with significant buried surface areas. These interface mutants were assayed for both helicase and protease related activities. Instead of downregulating the activities of either domain, interface mutants caused enhancement of protease and helicase activities. In addition, the interface had minimal effect in RNA unwinding activity of the helicase domain, the mere presence of the protease domain was the main protagonist in elevated RNA unwinding activity. In conclusion, I suspect that the interface formed between the domains is transient in nature and plays a regulatory role more than a functional role. In addition, I found results supporting the suggestion that an alternate domain-domain arrangement other than what is observed in crystal structures is the active, biologically relevant conformation for both the helicase and the protease. Chapter III investigates structural features of HCV NS3/4A protease inhibitors in relation to effects on inhibitor potency, susceptibility to drug resistance and modulation of potency by the helicase domain. Nearly all NS3/4A protease inhibitors share common features, with major differences only in bulky P2 extension groups and macrocyclization statuses. Enzymatic inhibition profiles of different drugs were analyzed for wildtype isolated protease domain and single chain NS3/4A helicase-protease construct, their multi drug resistant variants, and additional helicase mutants. Inhibitor potency was mainly influenced by macrocyclization, where macrocyclic drugs were significantly more potent compared to acyclic variants. Potency loss with respect to resistance mutations primarily depended on the P2 extension, while macrocyclization had minimal effect except for P2-P4 macrocyclic compounds which were up to an order of magnitude more susceptible to mutations A156T and, in lesser extent, D168A. Modulation by helicase domain was also dependent on P2 extension, although opposite trends were observed for danoprevir analogs versus others. In conclusion, this study provides a basis for future inhibitor development in both avoiding drug resistance and exploitation of the helicase domain for additional efficacy. In this thesis, I have provided evidence further supporting and revealing the details of domain-domain dependency in HCV NS3/4A. Lessons learned here will aid future research for dissecting the interdependency to gain a better understanding of HCV NS3/4A function, which can possibly be extended to all Flaviviridae NS3 protease-helicase complexes. In addition, interdomain dependence can be exploited in future drug development efforts to create better drugs that will pave the way to an effective cure.

The overarching goal of this dissertation was to elucidate the psychosocial and behavioral determinants of medication nonadherence among African Americans with hypertension. One in three Americans in the United States has hypertension, and the prevalence of hypertension among African Americans is among the highest in the world. In addition to healthy behaviors such as following a low-salt and low-fat diet, getting regular exercise, and reducing stress, patients with hypertension must also adhere to antihypertensive medications. Poor medication adherence may be driven by psychosocial and behavioral factors; however, the impact of these factors on medication adherence is unclear especially within the African American community. To date, a paucity of research has examined the relationship between psychosocial and behavioral factors such as reported racial discrimination, John Henryism (a measure of active coping and an unhealthy response to stress) and home remedies with medication nonadherence. However, each of these factors has individually been linked with poorer health outcomes among African Americans. Using data from the TRUST study (2006-2008) the association between these constructs and medication adherence was assessed within our sample of 788 African Americans and a comparison group of 137 White participants with hypertension. Ordinal logistic regression was used to assess the association between racial discrimination, John Henryism, home remedies, and medication adherence. The findings from this research indicated more reported racial discrimination, higher John Henryism scores, and greater use of home remedies were associated with lower medication adherence. These findings yield new knowledge about medication adherence and provide practical insights about the psychosocial and behavioral determinants of medication adherence.

Drug resistance is the most important factor that influences the successful treatment of individuals infected with the human immunodeficiency virus type 1 (HIV-1), the causative organism of the acquired immunodeficiency syndrome (AIDS). Tremendous advances in our understanding of HIV and AIDS have led to the development of Highly Active Antiretroviral Therapy (HAART), a combination of drugs that includes HIV-1 reverse transcriptase, protease, and more recently, integrase and entry inhibitors, to combat the virus. Though HAART has been successful in reducing AIDS-related morbidity and mortality, HIV rapidly evolves resistance leading to therapy failure. Thus, a better understanding of the mechanisms of resistance will lead to improved drugs and treatment regimens. Protease inhibitors (PIs) play an important role in anti-retroviral therapy. The development of resistance mutations within the active site of the protease greatly reduces its affinity for the protease inhibitors. Frequently, these mutations reduce catalytic efficiency of the protease leading to an overall reduction in viral fitness. In order to overcome this loss in fitness the virus evolves compensatory mutations within the protease cleavage sites that allow the protease to continue to recognize and cleave its substrates while lowering affinity for the PIs. Improved knowledge of this substrate co-evolution would help better understand how HIV-1 evolves resistance and thus, lead to improved therapeutic strategies. Sequence analyses and structural studies were performed to investigate co-evolution of HIV-1 protease and its cleavage sites. Though a few studies reported the co-evolution within Gag, including the protease cleavage sites, a more extensive study was lacking, especially as drug resistance was becoming increasingly severe. In Chapter II, a small set of viral sequences from infected individuals were analyzed for mutations within the Gag cleavage sites that co-occurred with primary drug resistance mutations within the protease. These studies revealed that mutations within the p1p6 cleavage site coevolved with the nelfinavir-resistant protease mutations. As a result of increasing number of infected individuals being treated with PIs leading to the accumulation of PI resistant protease mutations, and with increasing efforts at genotypic and phenotypic resistance testing, access to a larger database of resistance information has been made possible. Thus in Chapter III, over 39,000 sequences were analyzed for mutations within NC-p1, p1-6, Autoproteolysis, and PR-RT cleavage sites and several instances of substrate co-evolution were identified. Mutations in both the NC-p1 and the p1-p6 cleavage sites were associated with at least one, if not more, primary resistance mutations in the protease. Previous studies have demonstrated that mutations within the Gag cleavage sites enhance viral fitness and/or resistance when they occur in combination with primary drug resistance mutations within the protease. In Chapter III viral fitness in the presence and absence of cleavage site mutations in combination with primary drug resistant protease mutations was analyzed to investigate the impact of the observed co-evolution. These studies showed no significant changes in viral fitness. Additionally in Chapter III, the impact of these correlating mutations on phenotypic susceptibilities to various PIs was also analyzed. Phenotypic susceptibilities to various PIs were altered significantly when cleavage site mutations occurred in combination with primary protease mutations. In order to probe the underlying mechanisms for substrate co-evolution, in Chapter IV, X-ray crystallographic studies were performed to investigate structural changes in complexes of WT and D30N/N88D protease variants and the p1p6 peptide variants. Peptide variants corresponding to p1p6 cleavage site were designed, and included mutations observed in combination with the D30N/N88D protease mutation. Structural analyses of these complexes revealed several correlating changes in van der Waals contacts and hydrogen bonding as a result of the mutations. These changes in interactions suggest a mechanism for improving viral fitness as a result of co-evolution. This thesis research successfully identified several instance of co-evolution between primary drug resistant mutations in the protease and mutations within NC-p1 and p1p6 cleavage sites. Additionally, phenotypic susceptibilities to various PIs were significantly altered as a result of these correlated mutations. The structural studies also provided insights into the mechanism underlying substrate co-evolution. These data advance our understanding of substrate co-evolution and drug resistance, and will facilitate future studies to improve therapeutic strategies.

Remarkable progress has been made in the development of effective treatments for patients with rheumatoid arthritis (RA). To ensure that a patient is optimally responding to treatment, consistent monitoring of disease activity is recommended. Established composite and individual disease activity measures often cannot be computed due to missing laboratory values. Simplified measures that can be calculated without a lab value have been developed and previous studies have validated these new measures, yet differences in their performance compared with established measures remain. Therefore, the goal of my doctoral research was to examine and evaluate disease activity and composite measures to facilitate monitoring of response in clinical care settings and inclusion of patients with missing laboratory values in epidemiological research. In the first study, the validity of two composite measures, the Clinical Disease Activity Index (CDAI) and the Disease Activity Score with 28 joint count (DAS28) was examined and both were significantly associated with a rheumatologist’s decision to change therapy (CDAI OR=1.58; 95% CI: 1.42, 1.76) (DAS28 OR=1.34; 95% CI 1.27,1.56). However, further evaluation using receiver operating characteristic (ROC) analysis found that they were not strong predictors of physician decisions to change therapy (AUC=0.75, 0.76, respectively). Thus, they should not be used to guide treatment decisions in the clinic. Two measures of disease activity, erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) are often not measured and impede the computation of composite measures of disease activity. In the second study, significant factors which may predict the measurement of the ESR and CRP were identified and included physician and clinical variables but no quantitative disease activity measures. Thus the suitability of the ESR and CRP as measures of disease activity is suspect. In the final study, I created a new composite measure, the modified disease activity score with 28 joint count (mDAS28), by replacing the laboratory value in the DAS28. The mDAS28 was then validated by comparing its performance with the DAS28. The measures were strongly correlated (r=0.87), and strong agreement was found between the two measures when categorizing patients to levels of disease activity (ĸ=0.77) and treatment response (ĸ=0.73). Therefore, the mDAS28 could be used in place of the DAS28 when laboratory values needed to compute the DAS28 are missing. In summary, I found that the CDAI and DAS28 were not strong predictors of the rheumatologist’s decision to change therapy. I also found that the variability in the measurement of ESR and CRP was not associated with disease activity. I was able to modify the DAS28 by replacing the laboratory measure and create a new simplified measure, the mDAS28. I also validated the mDAS28 for use in the clinic and in epidemiological research when the DAS28 is unavailable.

Since the Institute of Medicine highlighted the devastating impact of medical errors in their seminal report, “To Err is Human” (2000), efforts have been underway to improve patient safety. A portion of medical errors are due to medication errors, and a large portion of these can be attributed to inadequate laboratory monitoring. In this thesis, I attempt to address this small but important corner of this patient safety endeavor. Why are patients not getting their laboratory monitoring tests? Do they fail to complete them or do doctors not order the tests in the first place? Which prescribers and which patients are least likely to do what is needed for testing to happen and what interventions would be most promising? To address these questions, I conducted a systematic review of existing interventions. I then proceeded with three aims: 1) To identify reasons that patients give for missing monitoring tests; 2) To identify patient and provider factors associated with monitoring test ordering; and 3) To identify patient and provider factors associated with completion of ordered testing. To achieve these aims, I worked with patients and data at the Fallon Clinic. For aim 1, I conducted a qualitative analysis of their reasons for missing tests as well as reporting completion and ordering rates. For aims 2 and 3, I used electronic medical record data and conducted a regression with patient and provider characteristics as covariates to identify factors contributing to test ordering and completion. Interviews revealed that patients had few barriers to completion, with forgetting being the most common reason for missing a test. The quantitative studies showed that: older patients with more interactions with the health care system were more likely to have tests ordered and were more likely to complete them; providers who more frequently prescribe a drug were more likely to order testing for it; and drug-test combinations that were particularly dangerous, indicated by a black box warning, were more likely to have appropriate ordering, though for these combinations, primary care providers were less likely to order tests appropriately, and patients were less likely to complete tests. Taken together, my work can inform future interventions in laboratory monitoring and patient safety.