Digital Commons Network^™

Generalization In Quantum Machine Learning From Few Training Data, Andrew Sornborger

Faculty, Staff and Student Publications

Modern quantum machine learning (QML) methods involve variationally optimizing a parameterized quantum circuit on a training data set, and subsequently making predictions on a testing data set (i.e., generalizing). In this work, we provide a comprehensive study of generalization performance in QML after training on a limited number N of training data points. We show that the generalization error of a quantum machine learning model with T trainable gates scales at worst as [Formula: see text]. When only K ≪ T gates have undergone substantial change in the optimization process, we prove that the generalization error improves to [Formula: see …

Lysyl Hydroxylase 2 Mediated Collagen Post-Translational Modifications And Functional Outcomes, Masahiko Terajima, Yuki Taga, Tomoyuki Nakamura, Hou-Fu Guo, Yukako Kayashima, Kshitij Parag-Sharma, Antonio L Amelio, Kazunori Mizuno, Jonathan M Kurie, Mitsuo Yamauchi

Faculty, Staff and Student Publications

Lysyl hydroxylase 2 (LH2) is a member of LH family that catalyzes the hydroxylation of lysine (Lys) residues on collagen, and this particular isozyme has been implicated in various diseases. While its function as a telopeptidyl LH is generally accepted, several fundamental questions remain unanswered: 1. Does LH2 catalyze the hydroxylation of all telopeptidyl Lys residues of collagen? 2. Is LH2 involved in the helical Lys hydroxylation? 3. What are the functional consequences when LH2 is completely absent? To answer these questions, we generated LH2-null MC3T3 cells (LH2KO), and extensively characterized the type I collagen phenotypes in comparison with controls. …

Patterns Of Failure After Radiation Therapy In Primary Spinal High-Grade Gliomas: A Single Institutional Analysis, Mary Frances Mcaleer, Monica Loghin, Rebecca Harrison, Barbara O'Brien, Carlos Kamiya-Matsuoka, John De Groot, Vinay K Puduvalli, Claudio Tatsui, Christopher Alvarez-Breckenridge, Sujit Prabhu, Larry Rhines, Wafik Zaky, Frank Lin, Jeffery S Weinberg, Gregory Fuller, David I Sandberg, Jason Michael Johnson, Susan L Mcgovern

Faculty, Staff and Student Publications

Background

Primary spinal high-grade gliomas (S-HGG) are rare aggressive tumors; radiation therapy (RT) often plays a dominant role in management. We conducted a single-institution retrospective review to study the clinicopathological features and management of S-HGGs.

Methods

Patients with biopsy-proven S-HGG who received RT from 2001 to 2020 were analyzed for patient, tumor, and treatment characteristics. Kaplan–Meier estimates were used for survival analyses.

Results

Twenty-nine patients were identified with a median age of 25.9 years (range 1–74 y). Four patients had GTR while 25 underwent subtotal resection or biopsy. All patients were IDH wildtype and MGMT-promoter unmethylated, where available. H3K27M mutation …

Effectiveness And Adherence To Closed Face Shields In The Prevention Of Covid-19 Transmission: A Non-Inferiority Randomized Controlled Trial In A Middle-Income Setting (Covproshield), Yessica Daniela Campaz Landazabal, Luis Jorge Hernandez Florez, John Mario González, Juan Carlos Santos-Barbosa, José David Pinzón, Juan José Yepes-Nuñez, Rachid Laajaj, Giancarlo Buitrago Gutierrez, Martha Vives Florez, Janner Fuentes Castillo, Gianni Quinche Vargas, Andres Casas, Antonio Medina, Eduardo Behrentz, Covida Working Group

Faculty, Staff and Student Publications

BACKGROUND: The use of respiratory devices can mitigate the spread of diseases such as COVID-19 in community settings. We aimed to determine the effectiveness of closed face shields with surgical face masks to prevent SARS-CoV-2 transmission in working adults during the COVID-19 pandemic in Bogotá, Colombia.

METHODS: An open-label non-inferiority randomized controlled trial that randomly assigned participants to one of two groups: the intervention group was instructed to wear closed face shields with surgical face masks, and the active control group was instructed to wear only surgical face masks. The primary outcome was a positive reverse transcription polymerase chain reaction …

Ms 071 Guide To Frederick C. Elliott, Dds Papers (1896-1987), Frederick C. Elliot (1893-1986)

Manuscript Finding Aids

The collection documents Dr. Elliott's career through committee and administrative reports, correspondence, legal papers, and legislative material. Also included are scrapbooks, personal memos, manuscripts, photographs, and audio tapes. There are copies of a number of Dr. Elliot's speeches, as well as materials relating to honors he received.

See more information at MS 071.

Regulation Of Drosophila Oviduct Muscle Contractility By Octopamine, Sonali A Deshpande, Ethan W Rohrbach, James D Asuncion, Jenna Harrigan, Aditya Eamani, Ellery H Schlingmann, Daniel J Suto, Pei-Tseng Lee, Felix E Schweizer, Hugo J Bellen, David E Krantz

Duncan NRI Faculty and Staff Publications

Octopamine is essential for egg-laying in

Diving Into The Vertical Dimension Of Elasmobranch Movement Ecology, Samantha Andrzejaczek, Tim C D Lucas, Maurice C Goodman, Nigel E Hussey, Amelia J Armstrong, Aaron Carlisle, Daniel M Coffey, Adrian C Gleiss, Charlie Huveneers, David M P Jacoby, Mark G Meekan, Johann Mourier, Lauren R Peel, Kátya Abrantes, André S Afonso, Matthew J Ajemian, Brooke N Anderson, Scot D Anderson, Gonzalo Araujo, Asia O Armstrong, Pascal Bach, Adam Barnett, Mike B Bennett, Natalia A Bezerra, Ramon Bonfil, Andre M Boustany, Heather D Bowlby, Ilka Branco, Camrin D Braun, Edward J Brooks, Judith Brown, Patrick J Burke, Paul Butcher, Michael Castleton, Taylor K Chapple, Olivier Chateau, Maurice Clarke, Rui Coelho, Enric Cortes, Lydie I E Couturier, Paul D Cowley, Donald A Croll, Juan M Cuevas, Tobey H Curtis, Laurent Dagorn, Jonathan J Dale, Ryan Daly, Heidi Dewar, Philip D Doherty, Andrés Domingo, Alistair D M Dove, Michael Drew, Christine L Dudgeon, Clinton A J Duffy, Riley G Elliott, Jim R Ellis, Mark V Erdmann, Thomas J Farrugia, Luciana C Ferreira, Francesco Ferretti, John D Filmalter, Brittany Finucci, Chris Fischer, Richard Fitzpatrick, Fabien Forget, Kerstin Forsberg, Malcolm P Francis, Bryan R Franks, Austin J Gallagher, Felipe Galvan-Magana, Mirta L García, Troy F Gaston, Bronwyn M Gillanders, Matthew J Gollock, Jonathan R Green, Sofia Green, Christopher A Griffiths, Neil Hammerschlag, Abdi Hasan, Lucy A Hawkes, Fabio Hazin, Matthew Heard, Alex Hearn, Kevin J Hedges, Suzanne M Henderson, John Holdsworth, Kim N Holland, Lucy A Howey, Robert E Hueter, Nicholas E Humphries, Melanie Hutchinson, Fabrice R A Jaine, Salvador J Jorgensen, Paul E Kanive, Jessica Labaja, Fernanda O Lana, Hugo Lassauce, Rebecca S Lipscombe, Fiona Llewellyn, Bruno C L Macena, Ronald Mambrasar, Jaime D Mcallister, Sophy R Mccully Phillips, Frazer Mcgregor, Matthew N Mcmillan, Lianne M Mcnaughton, Sibele A Mendonça, Carl G Meyer, Megan Meyers, John A Mohan, John C Montgomery, Gonzalo Mucientes, Michael K Musyl, Nicole Nasby-Lucas, Lisa J Natanson, John B O'Sullivan, Paulo Oliveira, Yannis P Papastamtiou, Toby A Patterson, Simon J Pierce, Nuno Queiroz, Craig A Radford, Andy J Richardson, Anthony J Richardson, David Righton, Christoph A Rohner, Mark A Royer, Ryan A Saunders, Matthias Schaber, Robert J Schallert, Michael C Scholl, Andrew C Seitz, Jayson M Semmens, Edy Setyawan, Brendan D Shea, Rafid A Shidqi, George L Shillinger, Oliver N Shipley, Mahmood S Shivji, Abraham B Sianipar, Joana F Silva, David W Sims, Gregory B Skomal, Lara L Sousa, Emily J Southall, Julia L Y Spaet, Kilian M Stehfest, Guy Stevens, Joshua D Stewart, James A Sulikowski, Ismail Syakurachman, Simon R Thorrold, Michele Thums, David Tickler, Mariana T Tolloti, Kathy A Townsend, Paulo Travassos, John P Tyminski, Jeremy J Vaudo, Drausio Veras, Laurent Wantiez, Sam B Weber, R J David Wells, Kevin C Weng, Bradley M Wetherbee, Jane E Williamson, Matthew J Witt, Serena Wright, Kelly Zilliacus, Barbara A Block, David J Curnick

Staff and Researcher Publications

Knowledge of the three-dimensional movement patterns of elasmobranchs is vital to understand their ecological roles and exposure to anthropogenic pressures. To date, comparative studies among species at global scales have mostly focused on horizontal movements. Our study addresses the knowledge gap of vertical movements by compiling the first global synthesis of vertical habitat use by elasmobranchs from data obtained by deployment of 989 biotelemetry tags on 38 elasmobranch species. Elasmobranchs displayed high intra- and interspecific variability in vertical movement patterns. Substantial vertical overlap was observed for many epipelagic elasmobranchs, indicating an increased likelihood to display spatial overlap, biologically interact, and …

Food Insecurity Among Low-Income Households With Children Participating In A School-Based Fruit And Vegetable Co-Op, Jayna M Dave, Shreela V Sharma

Faculty, Staff and Student Publications

The purpose of this study was to evaluate the impact of a nutrition intervention on food insecurity among low-income households with children. Data were collected from 371 parent−child dyads in a quasi-experimental evaluation study of a 1-year intervention (n = 6 intervention schools receiving Brighter Bites, n = 6 wait-list control schools), and longitudinal follow-up of the intervention group 2 years post-intervention in Houston, Texas. Data were collected at three timepoints: at baseline and 1 year for all participants, and at 2 year follow-up for the intervention group (the wait-list control group received the intervention during that time). At baseline, …

Human Total, Basal And Activity Energy Expenditures Are Independent Of Ambient Environmental Temperature, Xueying Zhang, Yosuke Yamada, Hiroyuki Sagayama, Philip N Ainslie, Ellen E Blaak, Maciej S Buchowski, Graeme L Close, Jamie A Cooper, Sai Krupa Das, Lara R Dugas, Michael Gurven, Asmaa El Hamdouchi, Sumei Hu, Noorjehan Joonas, Peter Katzmarzyk, William E Kraus, Robert F Kushner, William R Leonard, Corby K Martin, Erwin P Meijer, Marian L Neuhouser, Robert M Ojiambo, Yannis P Pitsiladis, Guy Plasqui, Ross L Prentice, Susan B Racette, Eric Ravussin, Leanne M Redman, Rebecca M Reynolds, Susan B Roberts, Luis B Sardinha, Analiza M Silva, Eric Stice, Samuel S Urlacher, Edgar A Van Mil, Brian M Wood, Alexia J Murphy-Alford, Cornelia Loechl, Amy H Luke, Jennifer Rood, Dale A Schoeller, Klaas R Westerterp, William W Wong, Herman Pontzer, John R Speakman, Iaea Dlw Database Consortium

Children’s Nutrition Research Center Staff Publications

Lower ambient temperature (Ta) requires greater energy expenditure to sustain body temperature. However, effects of Ta on human energetics may be buffered by environmental modification and behavioral compensation. We used the IAEA DLW database for adults in the USA (n = 3213) to determine the effect of Ta (−10 to +30°C) on TEE, basal (BEE) and activity energy expenditure (AEE) and physical activity level (PAL). There were no significant relationships (p > 0.05) between maximum, minimum and average Ta and TEE, BEE, AEE and PAL. After adjustment for fat-free mass, fat mass and age, statistically significant (p < 0.01) relationships between TEE, BEE and Ta emerged in females but the effect sizes were not biologically meaningful. Temperatures inside buildings are regulated at 18–25°C independent of latitude. Hence, adults in the US modify their environments to keep TEE constant across a wide range of external ambient temperatures.

Phase 2 Of Extracellular Rna Communication Consortium Charts Next-Generation Approaches For Extracellular Rna Research, Bogdan Mateescu, Jennifer C Jones, Roger P Alexander, Eric Alsop, Ji Yeong An, Alex Boomgarden, Alfonso Cayota, Hsueh-Chia Chang, Al Charest, Daniel T Chiu, Robert J Coffey, Saumya Das, Peter De Hoff, Andrew Demello, Crislyn D'Souza-Schorey, David Elashoff, Kiarash R Eliato, Jeffrey L Franklin, David J Galas, Mark B Gerstein, Ionita H Ghiran, David B Go, Stephen Gould, Tristan R Grogan, James N Higginbotham, Florian Hladik, Tony Jun Huang, Xiaoye Huo, Elizabeth Hutchins, Dennis K Jeppesen, Tijana Jovanovic-Talisman, Betty Y S Kim, Sung Kim, Kyoung-Mee Kim, Yong Kim, Robert R Kitchen, Vaughan Knouse, Emily L Laplante, Carlito B Lebrilla, L James Lee, Kathleen M Lennon, Guoping Li, Feng Li, Tieyi Li, Tao Liu, Zirui Liu, Adam L Maddox, Kyle Mccarthy, Bessie Meechoovet, Nalin Maniya, Yingchao Meng, Aleksandar Milosavljevic, Byoung-Hoon Min, Amber Morey, Martin Ng, John Nolan, Getulio P De Oliveira Junior, Michael E Paulaitis, Tuan Anh Phu, Robert L Raffai, Eduardo Reátegui, Matthew E Roth, David A Routenberg, Joel Rozowsky, Joseph Rufo, Satyajyoti Senapati, Sigal Shachar, Himani Sharma, Anil K Sood, Stavros Stavrakis, Alessandra Stürchler, Muneesh Tewari, Juan P Tosar, Alexander K Tucker-Schwartz, Andrey Turchinovich, Nedyalka Valkov, Kendall Van Keuren-Jensen, Kasey C Vickers, Lucia Vojtech, Wyatt N Vreeland, Ceming Wang, Kai Wang, Zeyu Wang, Joshua A Welsh, Kenneth W Witwer, David T W Wong, Jianping Xia, Ya-Hong Xie, Kaichun Yang, Mikołaj P Zaborowski, Chenguang Zhang, Qin Zhang, Angela M Zivkovic, Louise C Laurent

Faculty, Staff and Student Publications

The extracellular RNA communication consortium (ERCC) is an NIH-funded program aiming to promote the development of new technologies, resources, and knowledge about exRNAs and their carriers. After Phase 1 (2013-2018), Phase 2 of the program (ERCC2, 2019-2023) aims to fill critical gaps in knowledge and technology to enable rigorous and reproducible methods for separation and characterization of both bulk populations of exRNA carriers and single EVs. ERCC2 investigators are also developing new bioinformatic pipelines to promote data integration through the exRNA atlas database. ERCC2 has established several Working Groups (Resource Sharing, Reagent Development, Data Analysis and Coordination, Technology Development, nomenclature, …

Investigation Of The Hydrogen Sulfide Signaling Pathway In Schwann Cells During Peripheral Nerve Degeneration: Multi-Omics Approaches, Ki-Hoon Park, Sang Hoon Kim, Seung Geun Yeo, Wonseok Park, Geul Bang, Jin Young Kim, Min-Sik Kim, Na Young Jeong, Junyang Jung

Faculty, Staff and Student Publications

No abstract provided.

Dietary Intake Among Children Attending Childcare Centers: Impact Of The New Cacfp Meal Guidelines, Jayna M Dave, Tzuan A Chen, Maha Almohamad, Sonia Cotto-Moreno

Children’s Nutrition Research Center Staff Publications

Through the Healthy, Hunger-Free Kids Act of 2010, USDA (US Department of Agriculture) made the first major changes in the CACFP (Child and Adult Care Food Program) meal and snack menu patterns. Childcare centers that serve low-income families qualify to participate and receive reimbursement for meals and snacks served. The purpose of this study was to assess what changes in children's dietary behaviors occurred as a result of the new CACFP meal pattern requirements. This study evaluated these changes at childcare centers operating in Houston and San Antonio, Texas, USA, areas enrolled in the CACFP, pre- (Spring 2016) and post-implementation …

A Case Series Of Children With Acute Hepatitis And Human Adenovirus Infection, Stephanie Saaybi, Markus Buchfellner, William Britt, Veronica Sanchez, Jennifer L Potter, L Amanda Ingram, David Kelly, Xiaoyan Lu, Stephanie Ayers-Millsap, Wesley G Willeford, Negar Rassaei, Julu Bhatnagar, Hannah Bullock, Sarah Reagan-Steiner, Ali Martin, Michael E Rogers, Anna M Banc-Husu, Sanjiv Harpavat, Daniel H Leung, Elizabeth A Moulton, Daryl M Lamson, Kirsten St George, Aron J Hall, Umesh Parashar, Adam Macneil, Jacqueline E Tate, Hannah L Kirking

Faculty, Staff and Students Publications

BACKGROUND: Human adenoviruses typically cause self-limited respiratory, gastrointestinal, and conjunctival infections in healthy children. In late 2021 and early 2022, several previously healthy children were identified with acute hepatitis and human adenovirus viremia.

METHODS: We used International Classification of Diseases, 10th Revision, codes to identify all children (<18 years of age) with hepatitis who were admitted to Children’s of Alabama hospital between October 1, 2021, and February 28, 2022; those with acute hepatitis who also tested positive for human adenovirus by whole-blood quantitative polymerase chain reaction (PCR) were included in our case series. Demographic, clinical, laboratory, and treatment data were obtained from medical records. Residual blood specimens were sent for diagnostic confirmation and human adenovirus typing.

RESULTS: A total of 15 children were identified with acute hepatitis - 6 (40%) who had hepatitis with an identified cause and 9 (60%) who had hepatitis without a known cause. Eight (89%) of the patients with hepatitis of unknown cause tested positive for human adenovirus. These 8 patients plus 1 …

Adiposity, Insulin Resistance, Cardiorespiratory Fitness, And Bone Health In Hispanic Children, Salma Musaad, Nancy F Butte, Fida Bacha

Faculty, Staff and Students Publications

CONTEXT: Childhood obesity disproportionately affects Hispanic youth. The skeletal system appears to be a target organ of the adverse effects of obesity. Yet, the relationship between adiposity and bone health in youth and the modulating factors are not well understood.

OBJECTIVE: This work aims to examine the relationship between adiposity, insulin resistance (IR), cardiorespiratory fitness (CRF), and bone mass in Hispanic youth.

METHODS: A total of 951 Hispanic youth (50% male), aged 4 to 19 years, participated in this cross-sectional design study from the Viva La Familia Study at Children's Nutrition Research Center. Bone mineral content (BMC) and density (BMD), …

Non-Canonical Odor Coding In The Mosquito, Margaret Herre, Olivia V Goldman, Tzu-Chiao Lu, Gabriela Caballero-Vidal, Yanyan Qi, Zachary N Gilbert, Zhongyan Gong, Takeshi Morita, Saher Rahiel, Majid Ghaninia, Rickard Ignell, Benjamin J Matthews, Hongjie Li, Leslie B Vosshall, Meg A Younger

Center on Aging Staff Publications

Aedes aegypti mosquitoes are a persistent human foe, transmitting arboviruses including dengue when they feed on human blood. Mosquitoes are intensely attracted to body odor and carbon dioxide, which they detect using ionotropic chemosensory receptors encoded by three large multi-gene families. Genetic mutations that disrupt the olfactory system have modest effects on human attraction, suggesting redundancy in odor coding. The canonical view is that olfactory sensory neurons each express a single chemosensory receptor that defines its ligand selectivity. We discovered that Ae. aegypti uses a different organizational principle, with many neurons co-expressing multiple chemosensory receptor genes. In vivo electrophysiology demonstrates …

A Nanoengineered Topical Transmucosal Cisplatin Delivery System Induces Anti-Tumor Response In Animal Models And Patients With Oral Cancer, Brandon Laporte, Peter Conway, Stefanie Cantin, Vasudha Mishra, Alka Singh, Alexander T Pearson, Eric R Goldberg, Sam Goldberger, Benjamin Flaum, Rifat Hasina, Nyall R London, Gary L Gallia, Chetan Bettegowda, Simon Young, Vlad Sandulache, James Melville, Jonathan Shum, Sonya E O'Neill, Erkin Aydin, Alex Zhavoronkov, Anxo Vidal, Atenea Soto, Maria Jose Alonso, Ari J Rosenberg, Mark W Lingen, Anil D'Cruz, Nishant Agrawal, Evgeny Izumchenko

Faculty, Staff and Students Publications

Despite therapeutic advancements, oral cavity squamous cell carcinoma (OCSCC) remains a difficult disease to treat. Systemic platinum-based chemotherapy often leads to dose-limiting toxicity (DLT), affecting quality of life. PRV111 is a nanotechnology-based system for local delivery of cisplatin loaded chitosan particles, that penetrate tumor tissue and lymphatic channels while avoiding systemic circulation and toxicity. Here we evaluate PRV111 using animal models of oral cancer, followed by a clinical trial in patients with OCSCC. In vivo, PRV111 results in elevated cisplatin retention in tumors and negligible systemic levels, compared to the intravenous, intraperitoneal or intratumoral delivery. Furthermore, PRV111 produces robust anti-tumor …

Structure-Based Design Of Stapled Peptides That Bind Gabarap And Inhibit Autophagy, Hawley Brown, Mia Chung, Alina Üffing, Nefeli Batistatou, Tiffany Tsang, Weiqun Mao, Robert C Bast, Zhen Lu, Oliver H Weiergräber, Joshua A Kritzer

Faculty, Staff and Student Publications

The LC3/GABARAP family of proteins is involved in nearly every stage of autophagy. Inhibition of LC3/GABARAP proteins is a promising approach to blocking autophagy, which sensitizes advanced cancers to DNA-damaging chemotherapy. Here, we report the structure-based design of stapled peptides that inhibit GABARAP with nanomolar affinities. Small changes in staple structure produced stapled peptides with very different binding modes and functional differences in LC3/GABARAP paralog selectivity, ranging from highly GABARAP-specific to broad inhibition of both subfamilies. The stapled peptides exhibited considerable cytosolic penetration and resistance to biological degradation. They also reduced autophagic flux in cultured ovarian cancer cells and sensitized …

Ms 066 Guide To The Howard B. Hamilton, Md Papers (1945-1997), Howard B. Hamilton M.D.

Manuscript Finding Aids

The Howard B. Hamilton, MD, papers, MS 66, includes material from 1945-1997 related to the Atomic Bomb Casualty Commission (ABCC) and the Radiation Effects Research Foundation (RERF). Hamilton was the Chief of Clinical Laboratories for the Atomic Bomb Casualty Commission from 1956 until its dissolution in 1975. He served in the same capacity for the Radiation Effects Research Foundation, which succeeded the ABCC, until 1984. This collection encompasses this period of time in Dr. Hamilton's career, as well as his related scholarly work after his retirement from RERF. See more at MS 066.

The Prostate Cancer Androgen Receptor Cistrome In African American Men Associates With Upregulation Of Lipid Metabolism And Immune Response, Amit K Dash, Jin Na Shin, Dallin Lowder, Collin Mccoll, Patricia Castro, Ryan Carelli, Elisa Benedetti, Jenny Deng, Matthew Robertson, Sylvan C Baca, Connor Bell, Heather M Mcclure, Talal El Zarif, Matthew P Davidsohn, Gitanjali Lakshminarayanan, Kinza Rizwan, Darlene G Skapura, Sandra L Grimm, Christel M Davis, Erik A Ehli, Kaitlin M Kelleher, Ji-Heui Seo, Nicholas Mitsiades, Cristian Coarfa, Mark M Pomerantz, Massimo Loda, Michael Ittmann, Matthew L Freedman, Salma Kaochar

Faculty, Staff and Students Publications

African-American (AA) men are more likely to be diagnosed with and die from prostate cancer than European American (EA) men. Despite the central role of the androgen receptor (AR) transcription factor in prostate cancer, little is known about the contribution of epigenetics to observed racial disparities. We performed AR chromatin immunoprecipitation sequencing on primary prostate tumors from AA and EA men, finding that sites with greater AR binding intensity in AA relative to EA prostate cancer are enriched for lipid metabolism and immune response genes. Integration with transcriptomic and metabolomic data demonstrated coinciding upregulation of lipid metabolism gene expression and …

A Single-Cell Transcriptional Gradient In Human Cutaneous Memory T Cells Restricts Th17/Tc17 Identity, Christopher P Cook, Mark Taylor, Yale Liu, Ralf Schmidt, Andrew Sedgewick, Esther Kim, Ashley Hailer, Jeffrey P North, Paymann Harirchian, Hao Wang, Sakeen W Kashem, Yanhong Shou, Timothy C Mccalmont, Stephen C Benz, Jaehyuk Choi, Elizabeth Purdom, Alexander Marson, Silvia B V Ramos, Jeffrey B Cheng, Raymond J Cho

Staff and Researcher Publications

The homeostatic mechanisms that fail to restrain chronic tissue inflammation in diseases, such as psoriasis vulgaris, remain incompletely understood. We profiled transcriptomes and epitopes of single psoriatic and normal skin-resident T cells, revealing a gradated transcriptional program of coordinately regulated inflammation-suppressive genes. This program, which is sharply suppressed in lesional skin, strikingly restricts Th17/Tc17 cytokine and other inflammatory mediators on the single-cell level. CRISPR-based deactivation of two core components of this inflammation-suppressive program, ZFP36L2 and ZFP36, replicates the interleukin-17A (IL-17A), granulocyte macrophage-colony-stimulating factor (GM-CSF), and interferon gamma (IFNγ) elevation in psoriatic memory T cells deficient in these transcripts, functionally validating …

Immuno-Genomic Profiling Of Biopsy Specimens Predicts Neoadjuvant Chemotherapy Response In Esophageal Squamous Cell Carcinoma, Motohiro Imano, Takao Sato, Todd A Johnson, Masashi Fujita, Kazuhiro Maejima, Yuki Okawa, Kazuhiro Kakimi, Takushi Yasuda, Hidewaki Nakagawa

Faculty, Staff and Student Publications

Esophageal squamous cell carcinoma (ESCC) is one of the most aggressive cancers and is primarily treated with platinum-based neoadjuvant chemotherapy (NAC). Some ESCCs respond well to NAC. However, biomarkers to predict NAC sensitivity and their response mechanism in ESCC remain unclear. We perform whole-genome sequencing and RNA sequencing analysis of 141 ESCC biopsy specimens before NAC treatment to generate a machine-learning-based diagnostic model to predict NAC reactivity in ESCC and analyzed the association between immunogenomic features and NAC response. Neutrophil infiltration may play an important role in ESCC response to NAC. We also demonstrate that specific copy-number alterations and copy-number …

Poziotinib Inhibits Her2-Mutant-Driven Therapeutic Resistance And Multiorgan Metastasis In Breast Cancer, Lacey E Dobrolecki, Carolina Gutierrez, Balasubramanyam Karanam, Meenakshi Anurag, Bora Lim, Matthew J Ellis, Shyam M Kavuri

Faculty, Staff and Student Publications

The pan-HER tyrosine kinase inhibitor (TKI) neratinib is therapeutically active against metastatic breast cancers harboring activating HER2 mutations, but responses are variable and often not durable. Here we demonstrate that recurrent HER2 mutations have differential effects on endocrine therapy responsiveness, metastasis, and pan-HER TKI therapeutic sensitivity. The prevalence and prognostic significance may also depend on whether the HER2 mutant has arisen in the context of lobular versus ductal histology. The most highly recurrent HER2 mutant, L755S, was particularly resistant to neratinib but sensitive to the pan-HER TKI poziotinib, alone or in combination with fulvestrant. Poziotinib reduced tumor growth, diminished multiorgan …

Cross-Sector Decision Landscape In Response To Covid-19: A Qualitative Network Mapping Analysis Of North Carolina Decision-Makers, Hillary K Hecht

Faculty, Staff and Student Publications

INTRODUCTION: The COVID-19 pandemic response has demonstrated the interconnectedness of individuals, organizations, and other entities jointly contributing to the production of community health. This response has involved stakeholders from numerous sectors who have been faced with new decisions, objectives, and constraints. We examined the cross-sector organizational decision landscape that formed in response to the COVID-19 pandemic in North Carolina.

METHODS: We conducted virtual semi-structured interviews with 44 organizational decision-makers representing nine sectors in North Carolina between October 2020 and January 2021 to understand the decision-making landscape within the first year of the COVID-19 pandemic. In line with a complexity/systems thinking …

Genetic Impairment Of Succinate Metabolism Disrupts Bioenergetic Sensing In Adrenal Neuroendocrine Cancer, Heather Hatch, John Totenhagen, Chunfeng Tan, Yogesh A Sonawane, Jiri Neuzil, Amarnath Natarajan, Ashley J Ovens, Jonathan S Oakhill, Thorsten Wiederhold, Karel Pacak, Hans K Ghayee, Laurent Meijer, Sushanth Reddy, James A Bibb

Faculty, Staff and Student Publications

Metabolic dysfunction mutations can impair energy sensing and cause cancer. Loss of function of the mitochondrial tricarboxylic acid (TCA) cycle enzyme subunit succinate dehydrogenase B (SDHB) results in various forms of cancer typified by pheochromocytoma (PC). Here we delineate a signaling cascade where the loss of SDHB induces the Warburg effect, triggers dysregulation of [Ca

Genetic Impairment Of Succinate Metabolism Disrupts Bioenergetic Sensing In Adrenal Neuroendocrine Cancer, Heather Hatch, John Totenhagen, Chunfeng Tan, Yogesh A Sonawane, Jiri Neuzil, Amarnath Natarajan, Ashley J Ovens, Jonathan S Oakhill, Thorsten Wiederhold, Karel Pacak, Hans K Ghayee, Laurent Meijer, Sushanth Reddy, James A Bibb

Faculty, Staff and Student Publications

Metabolic dysfunction mutations can impair energy sensing and cause cancer. Loss of function of the mitochondrial tricarboxylic acid (TCA) cycle enzyme subunit succinate dehydrogenase B (SDHB) results in various forms of cancer typified by pheochromocytoma (PC). Here we delineate a signaling cascade where the loss of SDHB induces the Warburg effect, triggers dysregulation of [Ca2+]i, and aberrantly activates calpain and protein kinase Cdk5, through conversion of its cofactor from p35 to p25. Consequently, aberrant Cdk5 initiates a phospho-signaling cascade where GSK3 inhibition inactivates energy sensing by AMP kinase through dephosphorylation of the AMP kinase γ subunit, PRKAG2. Overexpression of p25-GFP …

Genetic Variants In Cyp2b6 And Hsd17b12 Associated With Risk Of Squamous Cell Carcinoma Of The Head And Neck, Sanjay Shete, Kristina R Dahlstrom, Mulong Du, Christopher I Amos, David C Christiani, Philip Lazarus, Qingyi Wei

Faculty, Staff and Students Publications

Polycyclic aromatic hydrocarbons (PAH) and tobacco-specific nitrosamines (TSNA) metabolism-related genes play an important role in the development of cancers. We assessed the associations of genetic variants in genes involved in the metabolism of PAHs and TSNA with risk of squamous cell carcinoma of the head and neck (SCCHN) in European populations using two published genome-wide association study datasets. In the single-locus analysis, we identified two SNPs (rs145533669 and rs35246205) in CYP2B6 to be associated with risk of SCCHN (P = 1.57 × 10

Measuring And Controlling Medical Record Abstraction (Mra) Error Rates In An Observational Study, Songthip Ounpraseuth, Zhuopei Hu, Jeannette Lee, Jessica Snowden, Meredith N Zozus, Anita C Walden, Alan E Simon, Barbara Mcclaskey, Sarah G Sanders, Sandra S Beauman, Sara R Ford, Lacy Malloch, Amy Wilson, Lori A Devlin, Leslie W Young

Faculty, Staff and Student Publications

BACKGROUND: Studies have shown that data collection by medical record abstraction (MRA) is a significant source of error in clinical research studies relying on secondary use data. Yet, the quality of data collected using MRA is seldom assessed. We employed a novel, theory-based framework for data quality assurance and quality control of MRA. The objective of this work is to determine the potential impact of formalized MRA training and continuous quality control (QC) processes on data quality over time.

METHODS: We conducted a retrospective analysis of QC data collected during a cross-sectional medical record review of mother-infant dyads with Neonatal …

Secure Human Action Recognition By Encrypted Neural Network Inference, Shayan Shams

Faculty, Staff and Student Publications

Advanced computer vision technology can provide near real-time home monitoring to support "aging in place" by detecting falls and symptoms related to seizures and stroke. Affordable webcams, together with cloud computing services (to run machine learning algorithms), can potentially bring significant social benefits. However, it has not been deployed in practice because of privacy concerns. In this paper, we propose a strategy that uses homomorphic encryption to resolve this dilemma, which guarantees information confidentiality while retaining action detection. Our protocol for secure inference can distinguish falls from activities of daily living with 86.21% sensitivity and 99.14% specificity, with an average …

Re-Analysis And Additional Information Needed To Inform Conclusions Comment On Halenova Et Al Deuterium-Depleted Water As Adjuvant Therapeutic Agent For Treatment Of Diet-Induced Obesity In Rats, Colby J Vorland, Xiwei Chen, Daniella E Chusyd, Luis M Mestre, Stephanie L Dickinson, David B Allison, Andrew W Brown

Children’s Nutrition Research Center Staff Publications

We were interested to read the report by Halenova et al. [...].

A Multi-Institutional Prediction Model To Estimate The Risk Of Recurrence And Mortality After Mastectomy For T1-2n1 Breast Cancer, Sarah M C Sittenfeld, Emily C Zabor, Sarah N Hamilton, Henry M Kuerer, Mahmoud El-Tamer, Pauline T Truong, Benjamin D Smith, Wendy A Woodward, Tracy-Ann Moo, Simon N Powell, Chirag S Shah, Alphonse G Taghian, Ibrahim Abu-Gheida, Rahul D Tendulkar

Faculty, Staff and Student Publications

Background: Post-mastectomy radiation therapy (PMRT) in women with pathologic stage T1-2N1M0 breast cancer is controversial.

Methods: Data from five North American institutions including women undergoing mastectomy without neoadjuvant therapy with pT1-2N1M0 breast cancer treated from 2006 to 2015 were pooled for analysis. Competing-risks regression was performed to identify factors associated with locoregional recurrence (LRR), distant metastasis (DM), overall recurrence (OR), and breast cancer mortality (BCM).

Results: A total of 3532 patients were included for analysis with a median follow-up time among survivors of 6.8 years (interquartile range [IQR], 4.5-9.5 years). The 2154 (61%) patients who received PMRT had significantly more …