Digital Commons Network^™

Routine Intercostal Artery Reattachment Strategy Reduces Delayed And Permanent Spinal Cord Injury After Open Descending Thoracic And Thoracoabdominal Aortic Aneurysm Repair, Kelsie Kiser, Hazim J Safi, Anthony L Estrera

Faculty, Staff and Student Publications

Objective: During open descending thoracic and thoracoabdominal aortic aneurysm (DTAA/TAAA) repair, we used a routine T8-T12 intercostal artery (ICA) reattachment strategy from July 2004 to June 2009 and after 2017, we used a selective ICA reattachment strategy (reattaching T8-T12 ICAs only when neuromonitor signals were lost) from July 2009 to 2016. This study reviewed our nearly 2-decade experience to assess the impact of 2 ICA reattachment strategies on spinal cord injury (SCI).

Methods: All open DTAA/TAAA repairs performed from July 2004 to June 2022 were included, except for cases without intraoperative cerebral spinal fluid drainage. Perioperative data were reviewed. Univariable …

Congenital Diaphragmatic Hernia And Cleft Lip And Palate: Looking For A Common Genetic Etiology, Matthew T Harting

Faculty, Staff and Student Publications

Purpose: Congenital diaphragmatic hernia (CDH) and cleft lip and/or palate (CL/P) are inborn closure defects. Genetic factors in and outcomes for patients with both anomalies (CDH+CL/P) remain unclear. We aimed to investigate associated genetic aberrations, prevalence of, and outcomes for, CDH+CL/P.

Methods: Data from Congenital Diaphragmatic Hernia Study Group (CDHSG) registry were collected. CL/P prevalence in CDH patients was determined. Genetic abnormalities and additional malformations in CDH+CL/P were explored. Patient characteristics and outcomes were compared between CDH+CL/P and isolated CDH (CDH-) using Fisher's Exact Test for categorical, and t-test or Mann-Whitney U-test for continuous, data. p < 0.05 was considered statistically significant.

Results: Genetic anomalies in …

Hip Sideline Emergencies And Hip Injuries In Elite Athletes

Faculty, Staff and Student Publications

Purpose of review: Hip injuries in elite athletes are an increasingly recognized problem and range from chronic overuse injuries, such as adductor strains and labral tears, to acute traumatic injuries such as hip dislocations. In this article, we review common hip pathology experienced by elite athletes and sideline management of emergent hip injuries.

Recent findings: Elite athletes are subject to unique physical and mental stresses and therefore must be evaluated and treated in a unique manner. Hip and groin injuries account for approximately 6% of sport injuries overall and 3-15% of all injuries in professional sports. Hip sideline emergencies were …

Persistent Microbial Infections And Idiopathic Pulmonary Fibrosis – An Insight Into Non-Typeable Haemophilus Influenza Pathogenesis, Andrew J Jang, Raymond L Benza, Harry Karmouty-Quintana, Wilbur A Lam, Benjamin T Kopp, Roy L Sutliff, C Michael Hart, Changwon Park, Bum-Yong Kang

Faculty, Staff and Student Publications

Endothelial-to-mesenchymal transition (EndoMT) plays an important role in pulmonary hypertension (PH) but the molecular mechanisms regulating EndoMT remain to be defined. We demonstrate that the axis of the transcription factors PPARγ (Peroxisome Proliferator-Activated Receptor gamma) and ETV2 (ETS variant 2) play important roles in the pathogenesis of PH. Decreased levels of the expression of PPARγ and ETV2 along with reduced endothelial and increased EndoMT markers are consistently observed in lungs and pulmonary artery endothelial cells (PAECs) of idiopathic pulmonary arterial hypertension patients, in hypoxia-exposed mouse lungs, human PAECs, and in induced-EndoMT cells. Etv2 +/- mice spontaneously developed PH and right …

Sex Differences In Metabolic Adaptation In Infants With Cyanotic Congenital Heart Disease, Caleb Shi, Gouri Mahajan, Antonio Francesco Corno, Jorge Salazar, Louise Mccullough

Faculty, Staff and Student Publications

BACKGROUND: Female infants with congenital heart disease (CHD) face significantly higher postoperative mortality rates after adjusting for cardiac complexity. Sex differences in metabolic adaptation to cardiac stressors may be an early contributor to cardiac dysfunction. In adult diseases, hypoxic/ischemic cardiomyocytes undergo a cardioprotective metabolic shift from oxidative phosphorylation to glycolysis which appears to be regulated in a sexually dimorphic manner. We hypothesize sex differences in cardiac metabolism are present in cyanotic CHD and detectable as early as the infant period.

METHODS: RNA sequencing was performed on blood samples (cyanotic CHD cases, n = 11; controls, n = 11) and analyzed …

Tcellsi: A Novel Method For T Cell State Assessment And Its Applications In Immune Environment Prediction, Wen-Kang Shen, Zhen-Lin Tan, Yun Xia, Libin Zhang, Xiaobo Zhou, Qian Lei, An-Yuan Guo

Faculty, Staff and Student Publications

T cell is an indispensable component of the immune system and its multifaceted functions are shaped by the distinct T cell types and their various states. Although multiple computational models exist for predicting the abundance of diverse T cell types, tools for assessing their states to characterize their degree of resting, activation, and suppression are lacking. To address this gap, a robust and nuanced scoring tool called T cell state identifier (TCellSI) leveraging Mann-Whitney

Drugformer: Graph-Enhanced Language Model To Predict Drug Sensitivity, Xuefeng Wang, Xiaobo Zhou, Qianqian Song

Faculty, Staff and Student Publications

Drug resistance poses a crucial challenge in healthcare, with response rates to chemotherapy and targeted therapy remaining low. Individual patient's resistance is exacerbated by the intricate heterogeneity of tumor cells, presenting significant obstacles to effective treatment. To address this challenge, DrugFormer, a novel graph-augmented large language model designed to predict drug resistance at single-cell level is proposed. DrugFormer integrates both serialized gene tokens and gene-based knowledge graphs for the accurate predictions of drug response. After training on comprehensive single-cell data with drug response information, DrugFormer model presents outperformance, with higher F1, precision, and recall in predicting drug response. Based on …

“The Truth Should Not Be Hidden”: Experiences And Recommendations Of Individuals Making Npe Discoveries Through Genetic Genealogy Databases, Olivia Schuman, Caroline Beit, Jill Oliver Robinson, Whitney Bash Brooks, Amy L Mcguire, Christi Guerrini

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Fueled by direct-to-consumer (DTC) genetic testing and genetic-relative finder services, some participants in genetic genealogy databases are making "not parent expected" (NPE) discoveries. To better understand experiences of this phenomenon, we surveyed a large cohort of users of genetic relative finder (GRF) services concerning their experiences after an NPE discovery.

Methods: Using thematic analysis, we analyzed responses from a cohort of GRF users (n = 646) to open-ended survey items to understand these experiences and their recommendations for DTC genetic testing companies and other GRF users.

Results: We found that individuals had both positive and negative emotional experiences related …

Effects Of Perceived Environmental Quality And Psychological Status On Outdoor Thermal Comfort: A Panel Study In Southern China, Cho Kwong Charlie Lam, Haonan Pan, Weixiao Nie, Xiaohui Li, Jie Wu, Zhe Yin, Jiejie Han

School of Geography, Earth and Environmental Sciences

Urban residents are exposed to multiple environmental stimuli. Past studies have examined the influence of heat stress on outdoor thermal comfort, but the cross-modal effects of various sensory stimuli on outdoor thermal comfort remain unclear. This study used chi-square tests and logistic regression to examine the cross-modal effects of perceived environmental quality (acoustic, visual and air quality) and psychological status (irritability, perceived tiredness) on outdoor thermal comfort. We conducted thermal walk experiments in Guangzhou, China, in September and October 2022. This panel study consisted of mobile environmental sensors and thermal comfort surveys by fourteen university students on three walking routes, …

'How Far I'Ve Come': The Value Of Reviewing Past Written Reflections, Rachel Leyland, Miranda Heath, Tracey Collett, Elizabeth Drake, Hilary Neve

Peninsula Medical School

Promoting reflection on experience and developing students’ reflectiveskills is an important element of curricula across the health professions.Students often do not find reflection easy and educators usea range of approaches to facilitate this. This qualitative study analysedfinal year medical students’ written reflections about important anddifficult concepts they had encountered at medical school and personalchange. As part of this, students were expected to look back ontheir written reflections from earlier years of the undergraduate programme.An initial analysis identified ‘learning from past reflections’ asan important theme. Here we report an in-depth analysis of this theme.Thirty-six final year volunteer students’ reflections were analysed …

The Use Of Insect Cell Line Sf21 For Ecotoxicity Testing, Trevor Grigg, Richard D. Handy, Richard A. Billington

School of Biological and Marine Sciences

Insect cell lines are finding utility in many areas of biology, but their application as an in vitro tool for ecotoxicity testing has been given less attention. Our study aimed to demonstrate the utility and sensitivity of Sf21 cells to commonly used fungicides: Propiconazole and CuSO₄, as well as dimethyl sulphoxide (DMSO) an industrial solvent. Sf21 cells were readily cultured from frozen stocks in 3-4 days and showed utility as an invertebrate in vitro acute toxicity test. The data showed the threshold levels of cell survivability against propiconazole and CuSO₄. The EC₅₀ values were 135.1 …

Time Scales And Mechanisms Of Uranium Uptake In Altered Ocean Crust; Observations From The ∼15 Million Year-Old Site 1256 In The Eastern Equatorial Pacific, Morten B. Andersen, Joel B. Rodney, Heye Freymuth, Flurin Vils, Michelle Harris, Kari Cooper, Damon A.H. Teagle, Tim Elliott

School of Geography, Earth and Environmental Sciences

The alteration of ocean crust through hydrothermal seawater circulation facilitates chemical exchange between Earth's surface and interior. Hydrothermal alteration leads to uranium (U) removal from seawater and net U uptake by the ocean crust, particularly during low temperature alteration that occurs on the vast ocean ridge flanks away from the spreading axes. Determining the timescales of U uptake and its associated ²³⁸U/²³⁵U signature has important implications for understanding U exchange processes during subduction and recycling into the mantle. Here we study the U systematics of ∼15 million year-old ocean crust drilled at Site 1256 on the eastern …

Mouse Corneal Immune Cell Heterogeneity Revealed By Single-Cell Rna Sequencing, Mary Ann Stepp, Stephen C Pflugfelder, Jehan Alam

Faculty, Staff and Students Publications

PURPOSE: This study aimed to define the heterogeneity, spatial localization, and functional roles of immune cells in the mouse cornea using single-cell RNA sequencing (scRNA-seq) and immunofluorescent staining.

METHODS: Enriched mouse corneal immune cells (C57BL/6 strain, age 16-20 weeks) underwent single-cell RNA sequencing library preparation, sequencing, and analysis with Seurat, Monocle 3, and CellChat packages in R. Pathway analysis used Qiagen Ingenuity Pathway Analysis software. Immunostaining confirmed cell distribution.

RESULTS: We identified 14 distinct immune cell clusters (56% myeloid and 44% lymphoid). Myeloid populations included resident macrophages, conventional dendritic cells (cDC2s), Langerhans cells, neutrophils, monocytes, and mast cells. Additionally, lymphocyte …

Addressing Platelet Insecurity – A National Call To Action, Arthur W Bracey, Andrew P Cap, Liz Culler, Nancy M Dunbar, Mary Homer, Iris Isufi, Rob Macedo, Tanya Petraszko, Glenn Ramsey, Christopher A Tormey, Richard M Kaufman, Edward L Snyder

Faculty, Staff and Students Publications

No abstract provided.

What Would Happen In The United States If There Were No Cow Milk-Based Preterm Infant Nutritional Products: Historical Perspective And Evaluation Of Nutrient-Related Challenges

Faculty, Staff and Students Publications

Recent litigation has led to a situation where preterm cow milk-based infant nutritional products (PCMBPs) may soon have limited or no availability in the United States. Given their limited availability, similar products based only on human milk are unlikely to meet the needs of most preterm infants requiring such products, especially those born >1500 g or very preterm infants born at < 1500 g after they reach 34-35 wk postmenstrual age. Alternative nutritional strategies, used before the introduction of specialized preterm products, would require modular nutrient additions to a formula designed for full-term infants and donor or maternal milk. The addition of modular products would require careful calibration to provide needed macro and micronutrients which would expose infants to risks of contamination, poor growth, and limited bioavailability of some of these modulars. Substantial risks of metabolic derangements, and ultimately, poor outcomes would occur. In the long-term greater availability and support for the use of human milk-based products is needed. However, policymakers cannot assume that PCMBPs will not be critically needed and should identify strategies for their continued marketplace availability.

Horizontal Gene Transfer And Beyond: The Delivery Of Biological Matter By Bacterial Membrane Vesicles To Host And Bacterial Cells

Faculty, Staff and Students Publications

Membrane vesicles (MVs) are produced in all domains of life. In eukaryotes, extracellular vesicles have been shown to mediate the horizontal transfer of biological material between cells [1]. Therefore, bacterial MVs are also thought to mediate horizontal material transfer to host cells and other bacteria, especially in the context of cell stress. In this review, we discuss the mechanisms of bacterial MV production, evidence that their contents can be trafficked to host cells and other bacteria, and the biological relevance of horizontal material transfer by bacterial MVs.

Metabolic Dependencies Of Acute Myeloid Leukemia Stem Cells

Faculty, Staff and Students Publications

Acute myeloid leukemia (AML) is a heterogeneous hematologic malignancy primarily driven by an immature population of AML cells termed leukemia stem cells (LSCs) that are implicated in AML development, chemoresistance, and relapse. An emerging area of research in AML focuses on identifying and targeting the aberrant metabolism in LSCs. Dysregulated metabolism is involved in sustaining functional properties of LSCs, impeding myeloid differentiation, and evading programmed cell death, both in the process of leukemogenesis and in response to chemotherapy. This review discusses recent discoveries regarding the aberrant metabolic processes of AML LSCs that have begun to change the therapeutic landscape of …

Characterization And Visualization Of Tandem Repeats At Genome Scale, Guilherme De Sena Brandine, Tom Mokveld, William J Rowell, Caitlin Karniski, Zev Kronenberg, Matt C Danzi, Warren A Cheung, Chengpeng Bi, Emily Farrow, Aaron Wenger, Khi Pin Chua, Verónica Martínez-Cerdeño, Trevor D Bartley, Peng Jin, David L Nelson, Stephan Zuchner, Tomi Pastinen, Aaron R Quinlan, Fritz J Sedlazeck, Michael A Eberle

Faculty, Staff and Students Publications

Tandem repeat (TR) variation is associated with gene expression changes and numerous rare monogenic diseases. Although long-read sequencing provides accurate full-length sequences and methylation of TRs, there is still a need for computational methods to profile TRs across the genome. Here we introduce the Tandem Repeat Genotyping Tool (TRGT) and an accompanying TR database. TRGT determines the consensus sequences and methylation levels of specified TRs from PacBio HiFi sequencing data. It also reports reads that support each repeat allele. These reads can be subsequently visualized with a companion TR visualization tool. Assessing 937,122 TRs, TRGT showed a Mendelian concordance of …

Cancer Drug-Tolerant Persister Cells: From Biological Questions To Clinical Opportunities, Haoning Peng, Sumaiyah K Rehman, Elena Sancho, Alberto Sogari, Tzen S Toh, Nathalie Q Balaban, Eduard Batlle, Rene Bernards, Mathew J Garnett, Matthew Hangauer, Eleonora Leucci, Jean-Christophe Marine, Catherine A O'Brien, Yaara Oren, E Elizabeth Patton, Caroline Robert, Susan M Rosenberg, Shensi Shen, Alberto Bardelli

Faculty, Staff and Students Publications

The emergence of drug resistance is the most substantial challenge to the effectiveness of anticancer therapies. Orthogonal approaches have revealed that a subset of cells, known as drug-tolerant 'persister' (DTP) cells, have a prominent role in drug resistance. Although long recognized in bacterial populations which have acquired resistance to antibiotics, the presence of DTPs in various cancer types has come to light only in the past two decades, yet several aspects of their biology remain enigmatic. Here, we delve into the biological characteristics of DTPs and explore potential strategies for tracking and targeting them. Recent findings suggest that DTPs exhibit …

Perspectives On Hand Hygiene In Belizean Healthcare Facilities During The Covid-19 Pandemic: A Qualitative Evaluation With Healthcare Workers, Nicholas Bivens, Francis Morey, Russell Manzanero, Gerhaldine Morazan, Ella Hawes, Alexandra Medley, Kristy Murray, Matthew Lozier

Faculty, Staff and Students Publications

The World Health Organization recommends healthcare workers (HCWs) practice hand hygiene (HH) while providing care. Making alcohol-based hand rub (ABHR) available at points of care is recommended during times of high patient volume, such as the COVID-19 pandemic. In low- and middle-income countries, such as Belize, there may be limited access to HH materials within healthcare facilities (HCF). This paper examines the motivators and barriers to HH among HCWs in the 11 largest public healthcare facilities in Belize and HCWs' experiences with an intervention. In 2021, focus group discussions (FGDs) gathered HCWs' HH perceptions and preferences. An intervention was then …

Does Delaying Levodopa Prevent Motor Complications In Parkinson's Disease? A Meta-Analysis, Juliana O F Silveira, Joseph Jankovic

Faculty, Staff and Students Publications

Background: There has been a long debate whether delaying treatment with levodopa prevents motor complications in Parkinson's disease (PD).

Objectives: We performed a meta-analysis on randomized clinical trials (RCTs) that compared early- versus delayed-start treatment with levodopa in PD.

Methods: A systematic review was conducted in PubMed, EMBASE, and Web of Science databases from inception to July 1, 2023. Only RCTs that compared early and delayed levodopa treatment in PD were included. Non-randomized comparisons from follow-up studies were included as well. Our primary outcomes were occurrence of overall motor complications, motor fluctuations, and dyskinesias.

Results: Seven studies with a total …

On The Power Of Constructive Criticism, Yeka Aponte, George J. Augustine, Sabrina Brigadoi, Erin M. Buckley, Robert E. Campbell, Stefan A. Carp, Jean-Yves Chatton, Jerry L. Chen, Ji-Xin Cheng, Tomáš Cižmár, Robert J. Cooper, Ippeita Dan, Patrick J. Drew, Turgut Durduran, Valentina Emiliani, Tommaso Fellin, Amanda J. Foust, Ling Fu, Amir Gandjbakhche, Judit Gervain, Ariel Gilad, Edgar Guevara Codina, Xue Han, Elizabeth M. Hillman, Ute Hochgeschwender, Song Hu, Na Ji, Prakash Kara, Beop-Min Kim, Tiffany S. Ko, Duygu Kuzum, Jérôme Lecoq, Rickson C. Mesquita, Timothy H. Murphy, U. Valentin Nägerl, Nozomi Nishimura, Yumie Ono, Nisan Ozana, Francesco S. Pavone, Darcy S. Peterka, Ferruccio Pisanello, Anna Wang Roe, Andy Y. Shih, Shy Shoham, François St-Pierre, Sungho Tak, Lin Tian, Kai Wang, Martin Wolf, Ji Yi, Ofer Yizhar, Meryem A. Yucel

Faculty, Staff and Students Publications

The editorial discusses the practice of peer review for SPIE Neurophotonics.

Feature Extraction For Generative Medical Imaging Evaluation: New Evidence Against An Evolving Trend, Jessica Albuquerque Marques Silva, Mohamed Eltaher, Frank Mohn, Alexander Shieh, Suprateek Kundu, Joshua P Yung, Ankit B Patel, Kristy K Brock

Faculty, Staff and Students Publications

Fréchet Inception Distance (FID) is a widely used metric for assessing synthetic image quality. It relies on an ImageNet-based feature extractor, making its applicability to medical imaging unclear. A recent trend is to adapt FID to medical imaging through feature extractors trained on medical images. Our study challenges this practice by demonstrating that ImageNet-based extractors are more consistent and aligned with human judgment than their RadImageNet counterparts. We evaluated sixteen StyleGAN2 networks across four medical imaging modalities and four data augmentation techniques with Fréchet distances (FDs) computed using eleven ImageNet or RadImageNet-trained feature extractors. Comparison with human judgment via visual …

Hospital Acquired Venous Thromboembolism In Children With Sickle Cell Disease, Mary C Shapiro, Hyojeong Han, Michael E Scheurer, Gladstone Airewele, Sarah E Sartain

Faculty, Staff and Students Publications

Sickle cell disease (SCD) is well recognized as a hypercoagulablestate, however, it remains unclear whether a subgroup of children with SCD at higher risk of venous thromboembolic event (VTE) during hospitalization may benefit from thromboprophylaxis. Our objectives were to describe the clinical characteristics, outcomes and recurrence of hospital acquired VTE in patients with SCD younger than 21 years. This was a single center retrospective study. Data regarding demographics, reason for admission, location of VTE, risk factors like central venous catheter (CVC), intensive care unit (ICU) admission among others were extracted from electronic medical records over a 10-year study period (2011-2021). …

Considerations For Reporting Variants In Novel Candidate Genes Identified During Clinical Genomic Testing, Erica Smith, Changrui Xiao, Daniel G Calame, Megan H Hawley, E Andres Rivera-Munoz, Stephanie Ditroia, Genomics Research To Elucidate The Genetics Of Rare Diseases (Gregor) Consortium, Michael J Bamshad, Heidi L Rehm

Faculty, Staff and Students Publications

Since the first novel gene discovery for a Mendelian condition was made via exome sequencing, the rapid increase in the number of genes known to underlie Mendelian conditions coupled with the adoption of exome (and more recently, genome) sequencing by diagnostic testing labs has changed the landscape of genomic testing for rare diseases. Specifically, many individuals suspected to have a Mendelian condition are now routinely offered clinical ES. This commonly results in a precise genetic diagnosis but frequently overlooks the identification of novel candidate genes. Such candidates are also less likely to be identified in the absence of large-scale gene …

The Undiagnosed Diseases Network: Characteristics Of Solvable Applicants And Diagnostic Suggestions For Nonaccepted Ones, Janet S Sinsheimer, F Session Cole, Cecilia Esteves, Jonathan A Bernstein, John H Newman, Matthew T Wheeler, Jill R Mokry, Undiagnosed Diseases Network

Faculty, Staff and Students Publications

Purpose: Can certain characteristics identify as solvable some undiagnosed patients who seek extensive evaluation and thorough record review, such as by the Undiagnosed Diseases Network (UDN)?

Methods: The UDN is a national research resource to solve medical mysteries through team science. Applicants provide informed consent to access to their medical records. After review, expert panels assess if applicants meet inclusion and exclusion criteria to select participants. When not accepting applicants, UDN experts may offer suggestions for diagnostic efforts. Using minimal information from initial applications, we compare features in applicants who are not accepted with those who are accepted and either …

Unraveling The Link: Seizure Characteristics And Ammonia Levels In Urea Cycle Disorder During Hyperammonemic Crises, John Barber, Anqing Zhang, Nicholas Ah Mew, Andreas Schulze, Greta Wilkening, Sandesh C S Nagamani, Andrea Gropman, Urea Cycle Disease Consortium

Faculty, Staff and Students Publications

Background: This retrospective clinical study performed at a single clinical center aimed to identify the prevalence of seizures in individuals with urea cycle disorders (UCDs) with and without hyperammonemic (HA) crises. In addition, we sought to correlate the utility of biochemical markers and electroencephalography (EEG) in detecting subclinical seizures during HA.

Methods: Medical records of individuals with UCDs enrolled in Urea Cycle Disorders Consortium Longitudinal Study (UCDC-LS) (NCT00237315) at Children's National Hospital between 2006 and 2022 were reviewed for evidence of clinical and subclinical seizuress during HA crises, and initial biochemical levels concurrently.

Results: Eighty-five individuals with UCD …

Contemporary Epidemiology Of Hepatocellular Carcinoma: Understanding Risk Factors And Surveillance Strategies

Faculty, Staff and Students Publications

The contemporary epidemiology of hepatocellular carcinoma (HCC) shows a shift in the main etiological risk factors from less common but highly virulent (eg, hepatitis C and B) to more common but weak risk factors (eg, alcohol and metabolic syndrome). Therefore, we are in a seemingly paradoxical state of declining overall incidence rates of HCC-related to improved prevention and treatment of viral hepatitis but burgeoning number of people at an elevated risk of HCC. Several geographic regions have reported an increase in HCC attributable to alcoholic liver disease and metabolic dysfunction associated with steatotic liver disease (MASLD). The importance of risk …

Are Veterans At Increased Risk Of Myeloproliferative Neoplasms?

Faculty, Staff and Students Publications

No abstract provided.

Inhaled Corticosteroids Attenuate The Association Of Fine Particulate Matter And Acute Asthma Events, Charles Minard, Meredith C Mccormack, Tianshi David Wu

Faculty, Staff and Students Publications

No abstract provided.