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Introduction: A number of previous studies examined a possible association of toxic metals and autism, and over half of those studies suggest that toxic metal levels are different in individuals with Autism Spectrum Disorders (ASD). Additionally, several studies found that those levels correlate with the severity of ASD.

Methods: In order

Introduction: A number of previous studies examined a possible association of toxic metals and autism, and over half of those studies suggest that toxic metal levels are different in individuals with Autism Spectrum Disorders (ASD). Additionally, several studies found that those levels correlate with the severity of ASD.

Methods: In order to further investigate these points, this paper performs the most detailed statistical analysis to date of a data set in this field. First morning urine samples were collected from 67 children and adults with ASD and 50 neurotypical controls of similar age and gender. The samples were analyzed to determine the levels of 10 urinary toxic metals (UTM). Autism-related symptoms were assessed with eleven behavioral measures. Statistical analysis was used to distinguish participants on the ASD spectrum and neurotypical participants based upon the UTM data alone. The analysis also included examining the association of autism severity with toxic metal excretion data using linear and nonlinear analysis. “Leave-one-out” cross-validation was used to ensure statistical independence of results.

Results and Discussion: Average excretion levels of several toxic metals (lead, tin, thallium, antimony) were significantly higher in the ASD group. However, ASD classification using univariate statistics proved difficult due to large variability, but nonlinear multivariate statistical analysis significantly improved ASD classification with Type I/II errors of 15% and 18%, respectively. These results clearly indicate that the urinary toxic metal excretion profiles of participants in the ASD group were significantly different from those of the neurotypical participants. Similarly, nonlinear methods determined a significantly stronger association between the behavioral measures and toxic metal excretion. The association was strongest for the Aberrant Behavior Checklist (including subscales on Irritability, Stereotypy, Hyperactivity, and Inappropriate Speech), but significant associations were found for UTM with all eleven autism-related assessments with cross-validation R2 values ranging from 0.12–0.48.

ContributorsAdams, James (Author) / Howsmon, Daniel P. (Author) / Kruger, Uwe (Author) / Geis, Elizabeth (Author) / Gehn, Eva (Author) / Fimbres, Valeria (Author) / Pollard, Elena (Author) / Mitchell, Jessica (Author) / Ingram, Julie (Author) / Hellmers, Robert (Author) / Quig, David (Author) / Hahn, Juergen (Author) / Ira A. Fulton Schools of Engineering (Contributor)
Created2017-01-09
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Description

Background: The relationship between relative metabolic disturbances and developmental disorders is an emerging research focus. This study compares the nutritional and metabolic status of children with autism with that of neurotypical children and investigates the possible association of autism severity with biomarkers.

Method:Participants were children ages 5-16 years in Arizona with Autistic

Background: The relationship between relative metabolic disturbances and developmental disorders is an emerging research focus. This study compares the nutritional and metabolic status of children with autism with that of neurotypical children and investigates the possible association of autism severity with biomarkers.

Method:Participants were children ages 5-16 years in Arizona with Autistic Spectrum Disorder (n = 55) compared with non-sibling, neurotypical controls (n = 44) of similar age, gender and geographical distribution. Neither group had taken any vitamin/mineral supplements in the two months prior to sample collection. Autism severity was assessed using the Pervasive Development Disorder Behavior Inventory (PDD-BI), Autism Treatment Evaluation Checklist (ATEC), and Severity of Autism Scale (SAS). Study measurements included: vitamins, biomarkers of vitamin status, minerals, plasma amino acids, plasma glutathione, and biomarkers of oxidative stress, methylation, sulfation and energy production.

Results: Biomarkers of children with autism compared to those of controls using a t-test or Wilcoxon test found the following statistically significant differences (p < 0.001): Low levels of biotin, plasma glutathione, RBC SAM, plasma uridine, plasma ATP, RBC NADH, RBC NADPH, plasma sulfate (free and total), and plasma tryptophan; also high levels of oxidative stress markers and plasma glutamate. Levels of biomarkers for the neurotypical controls were in good agreement with accessed published reference ranges. In the Autism group, mean levels of vitamins, minerals, and most amino acids commonly measured in clinical care were within published reference ranges. A stepwise, multiple linear regression analysis demonstrated significant associations between several groups of biomarkers with all three autism severity scales, including vitamins (adjusted R[superscript 2] of 0.25-0.57), minerals (adj. R[superscript 2] of 0.22-0.38), and plasma amino acids (adj. R[superscript 2] of 0.22-0.39).

Conclusion: The autism group had many statistically significant differences in their nutritional and metabolic status, including biomarkers indicative of vitamin insufficiency, increased oxidative stress, reduced capacity for energy transport, sulfation and detoxification. Several of the biomarker groups were significantly associated with variations in the severity of autism. These nutritional and metabolic differences are generally in agreement with other published results and are likely amenable to nutritional supplementation. Research investigating treatment and its relationship to the co-morbidities and etiology of autism is warranted.

ContributorsAdams, James (Author) / Audhya, Tapan (Author) / McDonough-Means, Sharon (Author) / Rubin, Robert A. (Author) / Quig, David (Author) / Geis, Elizabeth (Author) / Gehn, Eva (Author) / Loresto, Melissa (Author) / Mitchell, Jessica (Author) / Atwood, Sharon (Author) / Barnhouse, Suzanne (Author) / Lee, Wondra (Author) / Ira A. Fulton Schools of Engineering (Contributor)
Created2011-06-08
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Description

Background: Children with autism have often been reported to have gastrointestinal problems that are more frequent and more severe than in children from the general population.

Methods: Gastrointestinal flora and gastrointestinal status were assessed from stool samples of 58 children with Autism Spectrum Disorders (ASD) and 39 healthy typical children of similar ages.

Background: Children with autism have often been reported to have gastrointestinal problems that are more frequent and more severe than in children from the general population.

Methods: Gastrointestinal flora and gastrointestinal status were assessed from stool samples of 58 children with Autism Spectrum Disorders (ASD) and 39 healthy typical children of similar ages. Stool testing included bacterial and yeast culture tests, lysozyme, lactoferrin, secretory IgA, elastase, digestion markers, short chain fatty acids (SCFA's), pH, and blood presence. Gastrointestinal symptoms were assessed with a modified six-item GI Severity Index (6-GSI) questionnaire, and autistic symptoms were assessed with the Autism Treatment Evaluation Checklist (ATEC).

Results: Gastrointestinal symptoms (assessed by the 6-GSI) were strongly correlated with the severity of autism (assessed by the ATEC), (r = 0.59, p < 0.001). Children with 6-GSI scores above 3 had much higher ATEC Total scores than those with 6-GSI-scores of 3 or lower (81.5 +/- 28 vs. 49.0 +/- 21, p = 0.00002).
Children with autism had much lower levels of total short chain fatty acids (-27%, p = 0.00002), including lower levels of acetate, proprionate, and valerate; this difference was greater in the children with autism taking probiotics, but also significant in those not taking probiotics. Children with autism had lower levels of species of Bifidobacter (-43%, p = 0.002) and higher levels of species of Lactobacillus (+100%, p = 0.00002), but similar levels of other bacteria and yeast using standard culture growth-based techniques. Lysozyme was somewhat lower in children with autism (-27%, p = 0.04), possibly associated with probiotic usage. Other markers of digestive function were similar in both groups.

Conclusions: The strong correlation of gastrointestinal symptoms with autism severity indicates that children with more severe autism are likely to have more severe gastrointestinal symptoms and vice versa. It is possible that autism symptoms are exacerbated or even partially due to the underlying gastrointestinal problems. The low level of SCFA's was partly associated with increased probiotic use, and probably partly due to either lower production (less sacchrolytic fermentation by beneficial bacteria and/or lower intake of soluble fiber) and/or greater absorption into the body (due to longer transit time and/or increased gut permeability).

ContributorsAdams, James (Author) / Johansen, Leah (Author) / Powell, Linda (Author) / Quig, David (Author) / Rubin, Robert A. (Author) / Ira A. Fulton Schools of Engineering (Contributor)
Created2011-03-16
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The electronic structure of eight zinc-centered porphyrin macrocyclic molecules are investigated using density functional theory for ground-state properties, time-dependent density functional theory (TDDFT) for excited states, and Franck-Condon (FC) analysis for further characterization of the UV-vis spectrum. Symmetry breaking was utilized to find the lowest energy of the excited states

The electronic structure of eight zinc-centered porphyrin macrocyclic molecules are investigated using density functional theory for ground-state properties, time-dependent density functional theory (TDDFT) for excited states, and Franck-Condon (FC) analysis for further characterization of the UV-vis spectrum. Symmetry breaking was utilized to find the lowest energy of the excited states for many states in the spectra. To confirm the theoretical modeling, the spectroscopic result from zinc phthalocyanine (ZnPc) is used to compare to the TDDFT and FC result. After confirmation of the modeling, five more planar molecules are investigated: zinc tetrabenzoporphyrin (ZnTBP), zinc tetrabenzomonoazaporphyrin (ZnTBMAP), zinc tetrabenzocisdiazaporphyrin (ZnTBcisDAP), zinc tetrabenzotransdiazaporphyrin (ZnTBtransDAP), and zinc tetrabenzotriazaporphyrin (ZnTBTrAP). The two latter molecules are then compared to their phenylated sister molecules: zinc monophenyltetrabenzotriazaporphyrin (ZnMPTBTrAP) and zinc diphenyltetrabenzotransdiazaporphyrin (ZnDPTBtransDAP). The spectroscopic results from the synthesis of ZnMPTBTrAP and ZnDPTBtransDAP are then compared to their theoretical models and non-phenylated pairs. While the Franck-Condon results were not as illuminating for every B-band, the Q-band results were successful in all eight molecules, with a considerable amount of spectral analysis in the range of interest between 300 and 750 nm. The π-π* transitions are evident in the results for all of the Q bands, while satellite vibrations are also visible in the spectra. In particular, this investigation finds that, while ZnPc has a D4h symmetry at ground state, a C4v symmetry is predicted in the excited-state Q band region. The theoretical results for ZnPc found an excitation energy at the Q-band 0-0 transition of 1.88 eV in vacuum, which is in remarkable agreement with published gas-phase spectroscopy, as well as our own results of ZnPc in solution with Tetrahydrofuran that are provided in this paper.

ContributorsTheisen, Rebekah (Author) / Huang, Liang (Author) / Fleetham, Tyler (Author) / Adams, James (Author) / Li, Jian (Author) / Ira A. Fulton Schools of Engineering (Contributor)
Created2015-03-07
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Since its inception in the early 1990s, the concept of gene vaccines, particularly DNA vaccines, has enticed researchers across the board due to its simple design, flexible modification, and overall inexpensive cost of manufacturing. However, the past three decades have proven to be less fruitful than anticipated as scientists have

Since its inception in the early 1990s, the concept of gene vaccines, particularly DNA vaccines, has enticed researchers across the board due to its simple design, flexible modification, and overall inexpensive cost of manufacturing. However, the past three decades have proven to be less fruitful than anticipated as scientists have yet to tackle the issue of inducing a strong enough response in humans and non-human primates to protect against foreign pathogens, an issue that has since been coined as the “simian barrier.” This appears to be a human/primate barrier as protective vaccines have been produced for other mammals. Despite millions of dollars in research along with some of the world’s brightest minds chipping in to resolve this, there has yet to be any truly viable solution to overcoming this barrier. With current research illustrating effective applications of RNA vaccines in humans, these studies may be uncovering the solution to the largely unsolved simian barrier dilemma. If vaccines using RNA, the transcribed version of DNA, are effective in humans, the problem may be inefficient transcription of the DNA. This may be attributable to a DNA promoter that has insufficient activity in primates. Additionally, with DNA vaccines being even cheaper and easier to manufacture than RNA vaccines, along with having no required cold chain for distribution, this concept remains more promising than RNA vaccines that are further along in clinical trials.
ContributorsWillis, Joshua Aaron (Author) / Johnston, Stephen (Thesis director) / Sykes, Kathryn (Committee member) / Shen, Luhui (Committee member) / Dean, W.P. Carey School of Business (Contributor) / School of Life Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2020-12
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In early 2026, the NASA Discovery Program will fall into orbit with a metal asteroid named Psyche. Through discovery and interaction, this exploration will give us insight into an asteroid that we cannot see or interpret. From a certain view, you can look at how this mission mimics that discovery

In early 2026, the NASA Discovery Program will fall into orbit with a metal asteroid named Psyche. Through discovery and interaction, this exploration will give us insight into an asteroid that we cannot see or interpret. From a certain view, you can look at how this mission mimics that discovery with experimentation of our own senses. As a part of a team of eight seniors, we were tasked to help develop a mobile application that reflects the Psyche mission and shows the future of the project ten years from now. Since this is also a government funded project, it is pertinent to adhere to the ADA compliance guidelines required to make digital applications accessible to the larger public. As a designer, I wanted to push this concept further to showcase that accessibility is not something that should be stereotyped or discouraged from a design perspective. Each person that interacts with the application will have a different experience but it is this collaboration between the object and it's audience that creates this sense of discovery. Taking the mission's core values one step further, this application was designed and explored to uphold the foundations of what Universal Design is about. It is about connecting interested parties to the material they are looking for without unrealistic access that is dependent on ability.
ContributorsSchaecher, Lauren Allison (Author) / Sanft, Alfred (Thesis director) / Heywood, William (Committee member) / The Design School (Contributor) / Herberger Institute for Design and the Arts (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
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Capstone project, I began developing an animated series called Legends of Gaia. The show follows a small group of people of mixed ages and backgrounds, as they travel across the world trying to stop the Galliean Empire, a technologically booming western power that has begun fighting a war for world

Capstone project, I began developing an animated series called Legends of Gaia. The show follows a small group of people of mixed ages and backgrounds, as they travel across the world trying to stop the Galliean Empire, a technologically booming western power that has begun fighting a war for world domination. The purpose of this paper is to better explain the origins and inspirations of the mythology of my series, as well as the major two supernatural characters of my series, and the general geography (both physical and metaphysical) of the series. When first developing this series, I looked into the works of Joseph Campbell, as he wrote the book(s) on mythology in many ways. His most famous writings are probably the Hero's Journey and the Monomyth, the basic outline of the journey that most heroes go through, from the call ordinary world, to the call of the adventure, all the way to the hero returning (Campbell 211). Many classic examples of story telling follow the pattern Campbell outlined, and my work is no exception. However, I did not want my series to be a beat for beat retread of the Hero's Journey, and so some parts, such as the Refusal of the Call, when the hero rejects the adventure and befalls a tragedy, were skipped, while others, such as the resurrection, were realized in different ways. Using the Resurrection as an example, in my series the main female character, Diana is reborn twice throughout the series. Once in the final battle with the main villain into her true, goddess form, and the other when her battles are over, and she is reborn in her mortal form permanently.
ContributorsLopez, Richard (Author) / Collis, Adam (Thesis director) / Valenti, F. Miguel (Committee member) / Barzso, Tain (Committee member) / Barrett, The Honors College (Contributor) / Herberger Institute for Design and the Arts (Contributor) / College of Liberal Arts and Sciences (Contributor)
Created2012-12
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De Oriendo is a project devoted to a better understanding of the word "original" as it pertains to musical composition. It began as a way for me to try to tackle a twofold fascination that has been with me for the duration of my time at ASU, though I have

De Oriendo is a project devoted to a better understanding of the word "original" as it pertains to musical composition. It began as a way for me to try to tackle a twofold fascination that has been with me for the duration of my time at ASU, though I have not always been aware of it. The first half of this fascination is an enduring interest in tracing borrowed material used by composers and other artists throughout history. It seems that almost every research project I have undertaken in the last four years has had something to do with this concept. Scholars like Winton Dean, J. Peter Burkholder, and Sigmund Spaeth have spent parts of their careers charting out the genealogy of historical compositions, uncovering reused melodies and harmonic progressions in the process; the cases of it are countless, even among the most identifiable composers and songwriters. Since there is scholarship clearly demonstrating secondhand ideas in music, it becomes problematic to assume that the word "original" simply describes something completely new, that is, something that does not use material heard or seen before. The second half is more of a personal ambition: I thought that if I truly knew what composers and critics meant when they labeled a piece or an artist as original, then I could somehow find a way to achieve this distinction in my own attempts at composition and avoid that uninteresting, derivative sound I have always feared.
ContributorsLang, Jonathan (Author) / Levy, Benjamin (Thesis director) / Mook, Richard (Committee member) / Rockmaker, Jody (Committee member) / Barrett, The Honors College (Contributor) / Herberger Institute for Design and the Arts (Contributor)
Created2012-12
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ContributorsBingham, Tucker (Author) / Setlow, Jennifer (Thesis director) / Melo, Carla (Committee member) / Danowski, Christopher (Committee member) / Barrett, The Honors College (Contributor) / Herberger Institute for Design and the Arts (Contributor)
Created2012-12