Small Molecule Inhibitors as Probes for Studying the Role of Quiescin Sulfhydryl Oxidase 1 in Tumor-Associated Extracellular Matrix

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Description
Quiescin Sulfhydryl Oxidase 1 (QSOX1) generates disulfide bonds in its client substrates via oxidation of free thiols. Localized to the Golgi and secreted, QSOX1 helps to fold proteins into their active form. Early work with QSOX1 in cancer began with

Quiescin Sulfhydryl Oxidase 1 (QSOX1) generates disulfide bonds in its client substrates via oxidation of free thiols. Localized to the Golgi and secreted, QSOX1 helps to fold proteins into their active form. Early work with QSOX1 in cancer began with the identification of a peptide from the long form of QSOX1 in plasma from patients with pancreatic ductal adenocarcinoma. Subsequent work confirmed the overexpression of QSOX1 in numerous cancers in addition to pancreatic, including those originating in the breast, lung, brain, and kidney. For my work, I decided to answer the question, “How does inhibition of QSOX1 effect the cancer phenotype?” To answer this I sought to fulfill the following goals A) determine the overexpression parameters of QSOX1 in cancer, B) identify QSOX1 small molecule inhibitors and their effect on the cancer phenotype, and C) determine potential biological effects of QSOX1 in cancer. Antibodies raised against rQSOX1 or a peptide from QSOX1-L were used to probe cancer cells of various origins for QSOX1 expression. High-throughput screening was utilized to identify 3-methoxy-n-[4(1pyrrolidinyl)phenyl]benzamide (SBI-183) as a lead inhibitor of QSOX1 enzymatic activity. Characterization of SBI-183 activity on various tumor cell lines revealed inhibition of viability and invasion in vitro, and inhibition of growth, invasion, and metastasis in vivo, a phenotype that was consistent with QSOX1 shKnockdown cells. Subsequent work identified 3,4,5-trimethoxy-N-[4-(1-pyrrolidinyl)phenyl]benzamide (SPX-009) as an SBI-183 analog with stronger inhibition of QSOX1 enzymatic activity, resulting in a more potent reduction in tumor invasion in vitro. Additional work with QSOX1 shKnockdown and Knockout (KO) cell lines confirmed current literature that QSOX1 is biologically active in modulation of the ECM. These results provide evidence for the master regulatory role of QSOX1 in cancer, making it an attractive chemotherapeutic target. Additionally, the small molecules identified here may prove to be useful probes in further elucidation of QSOX1 tumor biology and biomarker discovery.
Date Created
2020
Agent

Leveraging Artificial Intelligence to Find Previously Undiscovered Patterns in Tumor Molecular Data to Aid in Diagnosis and Therapy Selection

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Description
Cancer researchers have traditionally used a handful of markers to understand the origin of tumors and to predict therapeutic response. Additionally, performing machine learning activities on disparate data sources of varying quality is fraught with inherent bias. The

Cancer researchers have traditionally used a handful of markers to understand the origin of tumors and to predict therapeutic response. Additionally, performing machine learning activities on disparate data sources of varying quality is fraught with inherent bias. The Caris Life Sciences Molecular Database (CMD) is an immense resource for discovery as it contains over 215,000 molecular profiles of tumors with consistently gathered clinical grade molecular data along with immense amounts of clinical outcomes data. This resource was leveraged to generate two artificial intelligence algorithms aiding in diagnosis and one for therapy selection.

The Molecular Disease Classifier (MDC) was trained on 34,352 cases and tested on 15,473 unambiguously diagnosed cases. The MDC predicted the correct tumor type out of thirteen possibilities in the labeled data set with sensitivity, specificity, PPV, and NPV of 90.5%, 99.2%, 90.5% and 99.2% respectively when considering up to 5 predictions for a case.

The availability of whole transcriptome data in the CMD prompted its inclusion into a new platform called MI GPSai (MI Genomic Prevalence Score). The algorithm trained on genomic data from 34,352 cases and genomic and transcriptomic data from 23,137 cases and was validated on 19,555 cases. MI GPSai can predict the correct tumor type out of 21 possibilities on 93% of cases with 94% accuracy. When considering the top two predictions for a case, the accuracy increases to 97%.

Finally, a 67 gene molecular signature predictive of efficacy of oxaliplatin-based chemotherapy in patients with metastatic colorectal cancer was developed - FOLFOXai. The signature was predictive of survival in an independent real-world evidence (RWE) dataset of 412 patients who had received FOLFOX/BV in 1st line and inversely predictive of survival in RWE data from 55 patients who had received 1st line FOLFIRI. Blinded analysis of TRIBE2 samples confirmed that FOLFOXai was predictive of OS in both oxaliplatin-containing arms (FOLFOX HR=0.629, p=0.04 and FOLFOXIRI HR=0.483, p=0.02).
Date Created
2020
Agent

Characterization of the Human Humoral Response to Recombinant Coccidioides posadasii Antigens

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Description
Coccidioidomycosis or Valley Fever (VF) is an emerging fungal respiratory infection endemic to the southwest region of the United States, and parts of Mexico, Central and South America. Satellite cases have also been reported in Washington and Oregon. It

Coccidioidomycosis or Valley Fever (VF) is an emerging fungal respiratory infection endemic to the southwest region of the United States, and parts of Mexico, Central and South America. Satellite cases have also been reported in Washington and Oregon. It is estimated that in Maricopa County alone, VF accounts for 10-30% of community-acquired pneumonia. Difficulty in diagnosis is largely attributed to lack of antibody reactivity to antigens used in diagnosis, especially early in disease. Serological detection of VF employs mycelial-phase culture filtrates as antigen. While culture filtrates are thought to provide the most specific diagnostic antigen, preparation includes the growth of large volume Coccidioides cultures which require employment of extensive safety precautions in a BSL3 setting. An additional concern with use of culture filtrates as an antigen source is batch variability, as expression of immunogenic proteins within each lot are variable. To address safety and batch variability concerns, this thesis proposes the use of recombinant Coccidioides proteins as a consistent and reliable antigen source. For the purpose of this study, I expressed known antigenic Coccidioides proteins in a eukaryotic, recombinant protein expression system. Recombinant endochitinase-1 (rCTS1) and recombinant heat-labile antigen (rHL-Ag) were evaluated for serologic reactivity by ELISA, using a sample set of 55 known serologically positive and 55 known negative human sera specimens, previously tested in Mayo Clinic Arizona (MCA) serologic laboratories. Evaluation by ELISA demonstrated 94.55% sensitivity and 92.72% specificity using combined rCTS1 and rHL-Ag as an antigen source, indicating promising diagnostic utility.
Date Created
2020
Agent

Developing a CRISPR-Mediated Knockout TCR Human T Cell Line for Use in Cloning Antigen-Specific T Cell Receptors

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Description
Adoptive transfer of T cells engineered to express synthetic antigen-specific T cell receptors (TCRs) has provocative therapeutic applications for treating cancer. However, expressing these synthetic TCRs in a CD4+ T cell line is a challenge. The CD4+ Jurkat T cell

Adoptive transfer of T cells engineered to express synthetic antigen-specific T cell receptors (TCRs) has provocative therapeutic applications for treating cancer. However, expressing these synthetic TCRs in a CD4+ T cell line is a challenge. The CD4+ Jurkat T cell line expresses endogenous TCRs that compete for space, accessory proteins, and proliferative signaling, and there is the potential for mixed dimer formation between the α and β chains of the endogenous receptor and that of the synthetic cancer-specific TCRs. To prevent hybridization between the receptors and to ensure the binding affinity measured with flow cytometry analysis is between the tetramer and the TCR construct, a CRISPR-Cas9 gene editing pipeline was developed. The guide RNAs (gRNAs) within the complex were designed to target the constant region of the α and β chains, as they are conserved between TCR clonotypes. To minimize further interference and confer cytotoxic capabilities, gRNAs were designed to target the CD4 coreceptor, and the CD8 coreceptor was delivered in a mammalian expression vector. Further, Golden Gate cloning methods were validated in integrating the gRNAs into a CRISPR-compatible mammalian expression vector. These constructs were transfected via electroporation into CD4+ Jurkat T cells to create a CD8+ knockout TCR Jurkat cell line for broadly applicable uses in T cell immunotherapies.
Date Created
2020
Agent

Gut Bacterial Load Associates with Dramatic Declines in Anoxia Tolerance in Young Drosophila melanogaster Adults

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Description
Anoxia tolerance is strongly correlated with tolerance to heat, desiccation, hyperosmotic shock, freezing, and other general stressors, suggesting that anoxia tolerance is broadly related to stress tolerance. Age affects the capacity of many animals to survive anoxia, but the basis

Anoxia tolerance is strongly correlated with tolerance to heat, desiccation, hyperosmotic shock, freezing, and other general stressors, suggesting that anoxia tolerance is broadly related to stress tolerance. Age affects the capacity of many animals to survive anoxia, but the basis to this ontogenic variation is poorly understood. We exposed adult Drosophila, 1, 3, 5, 7, 9, and 12 days past eclosion, to six hours of anoxia and assessed survival 24-hours post-treatment. Survival of anoxia declined strongly with age (from 80% survival for one-day-old flies to 10% survival for 12 day-old-flies), a surprising result since adult fly senescence in Drosophila is usually observed much later. In anoxia, adenosine triphosphate (ATP) levels declined rapidly (< 30 min) to near-zero levels in both 1 and 12-day old adults; thus the higher anoxia-tolerance of young adults is not due to a better capacity to keep ATP elevated. Relatively few physiological parameters are reported to change over this age range in D. melanogaster, but gut bacterial content increases strongly. As a partial test for a causal link between bacterial load and anoxia tolerance, we replaced food daily, every third day, or every sixth day, and assayed survival of six hours of anoxia and bacterial load at 12 days of age. Anoxia tolerance for 12-day old flies was improved by more food changes and was strongly and negatively affected by bacterial load. These data suggest that increasing bacterial load may play an important role in the age-related decline of anoxia tolerance in Drosophila.
Date Created
2020
Agent

Epigallocatechin-3-gallate (EGCG) Helps Maintain Mitochondrial Function in MPP+-induced PC12 Cells

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Description
Impairments to mitochondrial function and metabolism can make neurons vulnerable to stress and degeneration. Several studies have shown that aberrations in the electron transport chain (ETC) and the Krebs cycle are involved in the pathogenesis of Parkinson’s disease (PD). Therefore,

Impairments to mitochondrial function and metabolism can make neurons vulnerable to stress and degeneration. Several studies have shown that aberrations in the electron transport chain (ETC) and the Krebs cycle are involved in the pathogenesis of Parkinson’s disease (PD). Therefore, targeting these pathways is becoming increasingly important in the discovery of new treatment for neurodegenerative diseases like PD. (−)-epigallocatechin-3-gallate (EGCG), the most common polyphenol found in Green tea, has been shown to exert neuroprotective effects and lower the risk of developing PD. However, the mechanism by which it accomplishes this remains to be elucidated. The purpose of this study was to shed light on these mechanisms by exploring the effects of EGCG against MPP+-induced mitochondrial dysfunction with PC12 cells being used as a PD pathological cell model. The cell viability differences between cells treated with varying combinations of MPP+ and EGCG were measured using a CCK-8 assay. The morphology changes induced by the different treatments were then identified with fluorescence microscopy. Next, a Seahorse assay was carried out to investigate mitochondrial function followed by GC-MS and LC-MS analysis to evaluate mitochondrial metabolism. 13C metabolic flux analysis was then used to trace the metabolic flux of the Krebs cycle. The results of the CCK-8 assay and fluorescence microscopy showed that EGCG helps attenuate the decreased viability of PC12 cells as well as the morphology changes induced by MPP+. The Seahorse and GC-MS assay found that the it also helps prevent impaired mitochondrial respiration caused by MPP+. The impaired mitochondrial respiration manifested as alterations to the Krebs cycle and glycolysis. In addition, 13C metabolic flux analysis revealed significant increases in Krebs cycle activity in MPP+-induced PC12 cells if treated with EGCG beforehand. Moreover, LC-MS showed a distinct metabolite profile for each group and identified 26 potent biomarkers. In conclusion, this study demonstrated that EGCG exerts a neuroprotective effect on PC12 cells and helps maintain mitochondrial metabolic balance in the presence of MPP+.
Date Created
2020-05
Agent

You Have the Power to Prevent Cancer

Description
With cancer rates increasing and affecting more people every year, I felt it was important to educate the younger generation about the potential factors that could put them at risk of receiving a cancer diagnosis later in life. I thought

With cancer rates increasing and affecting more people every year, I felt it was important to educate the younger generation about the potential factors that could put them at risk of receiving a cancer diagnosis later in life. I thought that this was important to do because most students, especially in rural communities, are not taught the factors that increase your risk of getting cancer in the future. This leads to students not having the tools to think about the repercussions that their actions can have in their distant future in regard to their risk of getting cancer. I went to six schools throughout the valley and the White Mountains of Arizona with differing education levels and demographics to provide them with prevention strategies that they could implement into their daily lives to reduce their risk of getting cancer in the future. Some of the schools had curriculums that included cancer and some of the factors that increase your risk, while others never mention what is happening biologically when a person has cancer. I introduced factors such as no smoking or tobacco use, diet, exercise, sunscreen use, avoiding alcohol, and getting screened regularly. While at each school, I discussed the importance of creating these healthy habits while they are young because cancer is a disease that comes from the accumulation of mutations that can begin occurring in their bodies even now. After my presentation, 98.6% of the 305 students who viewed my presentation felt like they had learned something from the presentation and were almost all willing to implement at least one of the changes into their daily lives.
Date Created
2020-05
Agent

Characterizing the Mechanism of Action of a Potential Targeted Therapy, Triptolide, in Small Cell Carcinoma of the Ovary

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Description
Small cell carcinoma of the ovary (SCCOHT) is a rare ovarian cancer affecting young women and characterized by mutation in SMARCA4 and silencing of SMARCA2, two tumor suppressors that function as ATPases in the SWItch/Sucrose Non-Fermentable (SWI/SNF) chromatin remodeling complex.

Small cell carcinoma of the ovary (SCCOHT) is a rare ovarian cancer affecting young women and characterized by mutation in SMARCA4 and silencing of SMARCA2, two tumor suppressors that function as ATPases in the SWItch/Sucrose Non-Fermentable (SWI/SNF) chromatin remodeling complex. SCCOHT patients face a 5-year survival rate of only 26%, but recently we have identified sensitivity of SCCOHT models to a natural product, triptolide. This study aims to ascertain the mechanism of action of triptolide. Previous SCCOHT epigenetic drug research has shown that some drugs reverse SMARCA2 epigenetic silencing to inhibit tumor growth, therefore it is hypothesized that triptolide acts the same and restores SWI/SNF function. Cells treated with triptolide have no change in SMARCA2 expression, suggesting that re-expression of epigenetically silenced tumor suppressor gene does not underlie its mechanism of action. Growth rates following triptolide treatment were observed in the presence and absence of SMARCA4, but no difference in sensitivity was observed. Thus, it is not likely that triptolide acts by restoring SWI/SNF. Others have observed that triptolide acts on xeroderma pigmentosa type B protein (XPB), a component of super-enhancers, which are DNA regions with high levels of transcription that regulate genes responsible for cell identity and oncogenes driving tumorigenesis. Both SCCOHT-1 and BIN67 cell lines treated with triptolide displayed lower expression of the super-enhancer associated MYC oncogene compared to untreated cells, supporting the theory that triptolide could be inhibiting super-enhancers regulating oncogenes.. A western blot confirmed reduced protein levels of RNA polymerase II and bromodomain 4 (BRD4), two essential components found at high levels at super-enhancers, in BIN67 cells treated with triptolide. ChIP-sequencing of Histone H3 Lysine-27 Acetylation (H3K27ac) marks in BIN67 and SCCOHT-1 cell lines identified super-enhancers in SCCOHT using tools CREAM and ROSE, which were mapped to neighboring genes associated genes and compared with the COSMIC database to identify oncogenes, of which the top 11 were examined by qRT-PCR to ascertain whether triptolide reduces their expression. It has been found that 6 out of 11 of the oncogenes examined (SALL4, MYC, SGK1, HIST1H3B, HMGA2, and CALR) decreased in expression when treated with triptolide. Thus, there is reason to believe that triptolide’s mechanism of action is via inhibition of super-enhancers that regulate oncogene expression.
Date Created
2020-05
Agent

Bispecific antibodies for the treatment of co-circulating flaviviruses and antibody derivatives for diagnostics in checkpoint immunotherapy

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Description
Flaviviruses (FVs) are among the most medically important arboviruses of the world with the Dengue virus (DENV) accounting for a large percentage of infections observed in tropical and subtropical regions of the world. Globalization, travel, and the expanding range of

Flaviviruses (FVs) are among the most medically important arboviruses of the world with the Dengue virus (DENV) accounting for a large percentage of infections observed in tropical and subtropical regions of the world. Globalization, travel, and the expanding range of mosquito vectors, such as Aedes aegypti, have increased the potential of infection rates and illnesses associated with FVs.

The DENV and the Zika (ZIKV) FVs frequently co-circulate and generally cause mild self-liming febrile illnesses. However, a secondary infection with a heterologous DENV serotype may lead to life threatening dengue hemorrhagic fever (DHF) and dengue shock syndrome (DSS). DHF/DSS have been linked to antibody dependent enhancement of infection (ADE), a phenomenon that occurs when antibodies (Abs) formed against an initial infection with one serotype of DENV cross-reacts but does not neutralize a heterologous DENV serotype in a secondary infection. Furthermore, Abs raised against the ZIKV have been observed to cross-react with the DENV and vice versa, which can potentially cause ADE and lead to severe DENV disease. The ZIKV can be transmitted vertically and has been linked to devastating congenital defects such as microcephaly in newborns. FDA approved treatments do not exist for DENV and ZIKV illnesses. Thus, there is a need for safe and effective treatments for these co-circulating viruses. Here, a tetravalent bispecific antibody (bsAb) targeting the ZIKV and all four serotypes of the DENV was expressed in the Nicotiana benthamiana (N. benthamiana) plant. Functional assays of the DENV/ZIKV bsAb demonstrated binding, neutralization, and a significant reduction in ADE activity against both the DENV and the ZIKV.

A single chain variable fragment (scFv) and a diabody based on an antibody directed against the immune checkpoint inhibitor PD-L1, were also expressed in N. benthamiana leaves. The smaller sizes of the scFv and diabody confers them with the ability to penetrate deeper tissues making them beneficial in diagnostics, imaging, and possibly cancer therapy. The past few decades has seen long strives in recombinant protein production in plants with significant improvements in production, safety, and efficacy. These characteristics make plants an attractive platform for the production of recombinant proteins, biologics, and therapeutics.
Date Created
2019
Agent

Characterization of monoclonal antibodies against quiescin sulfhydryl oxidase 1

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Description
Quiescin sulfhydryl oxidase 1 (QSOX1) is an enzyme that catalyzes disulfide bond formation by oxidizing two free sulfhydryl groups. QSOX1 consists of a thioredoxin (Trx) and an ERV (essential for respiration and viability)/ALR (augmenter of liver regeneration) domain which each

Quiescin sulfhydryl oxidase 1 (QSOX1) is an enzyme that catalyzes disulfide bond formation by oxidizing two free sulfhydryl groups. QSOX1 consists of a thioredoxin (Trx) and an ERV (essential for respiration and viability)/ALR (augmenter of liver regeneration) domain which each contain CxxC motifs that work to bind to substrates and shuttle electrons to a flavin adenine dinucleotide (FAD) cofactor that accepts the electrons and reduces molecular oxygen to hydrogen peroxide. Investigation of the role of QSOX1 in cancer progression started when it was found at higher abundance in pancreatic ductal adenocarcinoma (PDA) patient plasma compared to healthy normal donor plasma. Increased expression in QSOX1 has been further identified in breast, lung, kidney, prostate, and other cancers. QSOX1 expression is associated with cell proliferation and invasion in vitro and tumor growth in vivo. Additionally, the enzymatic activity of QSOX1 in the extracellular matrix (ECM) is important for cell invasion in vitro. Small molecule inhibitors of QSOX1 have been shown to have antitumorigenic properties in vitro and in vivo. It was hypothesized that monoclonal antibodies (mAbs) against QSOX1 would inhibit cell invasion in vitro. In this work, mice were immunized with eukaryotic-derived rQSOX1 for generation of hybridomas. Hundreds of hybridoma clones were screened by enzyme-linked immunosorbent assay (ELISA) and a fluorescent QSOX1 activity assay. Multiple rounds of subcloning and screening identified 2F1.14 and 3A10.6 as mAbs of interest. The genes for the variable regions of the antibodies were rescued and sequenced. The sequences were aligned with the variable region sequences of another published αQSOX1 mAb scFv492.1. 2F1.14 inhibits the enzymatic activity of QSOX1 by binding to the active site of QSOX1, which was determined by epitope mapping against mutants of QSOX1 that contained mutations in the active site. 3A10.6 did not appear to inhibit the function of QSOX1 in the activity assay; however, it, along with 2F1.14, suppressed tumor invasion in a 3D invasion model. These findings support the developing idea that QSOX1 is a viable target for cancer treatment because targeted inhibition of QSOX1 extracellularly reduced invasive activity. The mAbs and rQSOX1 variants produced here can serve as tools in furthering the characterization of QSOX1 and its role in cancer.
Date Created
2019
Agent