Digital Commons Network^™

Personalized Management Of Chronic Rhinosinusitis In The Context Of Immune Deficiency, Christopher M Bell, Amber U Luong, Chadi A Makary

Faculty, Staff and Student Publications

Primary and secondary immunodeficiency as a cause of recalcitrant or difficult to treat chronic rhinosinusitis (CRS) and recurrent acute rhinosinusitis (RARS) are under-appreciated etiologies. Patients with persistent symptoms, frequent exacerbations despite appropriate medical therapy, or other sinopulmonary conditions known to be related to an immunodeficient state warrant further testing for immunodeficiency, as up to 20% of this cohort of patients may have underlying immunodeficiency. Testing for immunodeficiency includes CBC with differential, immunoglobulin levels, and pneumococcal vaccine titres before and after administration. Regarding secondary immunodeficiency, these patients may present with atypical symptoms, harbor atypical bacteria, or even present with severe complications …

Collision Tumors Involving Metastatic Carcinoma And Plasma Cell Myeloma: Report Of Two Cases, Ahmed A Ahmed, Muhammad Hassaan Khalid, Asad Ur Rehman, Nghia D Nguyen, Xinhai Robert Zhang

Faculty, Staff and Student Publications

Synchronous coexistence of plasma cell neoplasms (PCNs) and metastatic carcinoma is not a common phenomenon and poses a significant diagnostic challenge requiring meticulous histopathological and immunophenotypic analysis for accurate lineage assignment. We report two cases of collision tumors comprising PCN and metastatic lung carcinoma. Case 1 involved a 68-year-old male with metastatic non-small cell lung adenocarcinoma who developed intracranial lesions; resection revealed metastatic adenocarcinoma intermingled with clonal plasma cells. Case 2 was a 73-year-old woman with a lytic iliac crest lesion whose bone marrow and lesion biopsies showed diffuse infiltration by both carcinoma and atypical plasma cells. Comprehensive immunohistochemical profiling, …

Functional, Pharmacogenomic, And Immune Landscapes Of Long Non-Coding Rnas In Cancer, Runhao Wang, Mei Luo, Yuan Liu, Jingwen Yang, Yamei Chen, Chengxuan Chen, Lifei Ma, Stephanie Ding, James Wengler, Yong Zang, Bora Lim, Wenbo Li, Liuqing Yang, Chunru Lin, Lixia Diao, Leng Han

Faculty, Staff and Student Publications

Long non-coding RNAs (lncRNAs) are emerging as key regulators in cancer, with significant potential as diagnostic, prognostic, and therapeutic targets. Here, this work systematically analyzes lncRNA associations with targeted therapies and immunotherapies across 33 cancer types using The Cancer Genome Atlas (TCGA) and real-world datasets. This work identifies 53,173 lncRNA-pathway associations, millions of lncRNA-drug response associations (via CancerRxTissue and VAEN), and extensive correlations with immune checkpoints and infiltration. This work further identifies 69 lncRNAs associated with immunotherapy response and 2,611 differentially expressed lncRNAs between low and high objective response rate (ORR) groups. Additionally, two lncRNAs are correlated with immune-related adverse …

Contemporary Opportunities And Potential Of Auger Electron-Emitting Theranostics, Seok-Yong Lee, H Charles Manning

Faculty, Staff and Student Publications

Recent breakthroughs in radiopharmaceutical (RP) therapy have emerged interest in employing Auger electron (AE)-emitting radionuclides as potential agents for precise theranostics. AE provides energy with exceptional localization due to their short tissue penetration range (TPR, < 10 nm), rendering them particularly effective for targeting nuclear DNA in tumor cells. In this context, AE-emitting radionuclide therapy (AE-emitting RLT) enables the targeted destruction of tumor cells while reducing harm to adjacent healthy tissue, a significant challenge in this field. Preclinical and early clinical investigations reveal the efficacy of AE-emitting RLTs in the theranostics of diverse malignancies, such as glioblastoma, prostate cancer, and neuroendocrine tumors. Notwithstanding these developments, challenges and limitations persist regarding dosimetry, delivery efficiency, and the treatment of radiotoxicity. A new paradigm is being developed to tackle the obstacles encountered by integrating molecular target markers (e.g., PARP) that function near the nucleus to improve the intranuclear delivery efficiency of AE-emitting radionuclides. Novel radiochemical methods such as these have facilitated the more stable and efficient labeling of biomolecules with AE-emitting radionuclides. Also, recent advances in DNA-molecular targeting, nanoparticles, nucleic acid/protein engineering, click- or bioorthogonal conjugation chemistry, and artificial intelligence (AI)-based structure modeling present concrete opportunities to overcome these limitations. Moreover, the integration of diagnostic imaging companion platforms employing theranostic radioisotope pairings facilitates real-time assessment of therapeutic efficacy and biodistribution, resulting in the formulation of enhanced treatment regimens. This review summarizes the prior development, recent advancements, barriers in clinical implementation, and future perspective of AE-emitting RLTs.

Nsd2 Inhibitors Rewire Chromatin To Treat Lung And Pancreatic Cancers, Jinho Jeong, Simone Hausmann, Hanyang Dong, Kacper Szczepski, Natasha M Flores, Andy Garcia Gonzalez, Liyang Shi, Xiaoyin Lu, Joanna Lempiäinen, Moritz Jakab, Liyong Zeng, Tourkian Chasan, Eric Bareke, Rui Dong, Emma Carlson, Reinnier Padilla, Dylan Husmann, Julia Thompson, Gerry A Shipman, Emily Zahn, Courtney A Barnes, Laiba F Khan, Liz Marie Albertorio-Sáez, Eva Brill, Vishnu Udayakumar Sunita Kumary, Matthew R Marunde, Danielle N Maryanski, Cheryl C Szany, Bryan J Venters, Carolina Lin Windham, Michal Eligiusz Nowakowski, Iwona Czaban, Mariusz Jaremko, Michael-Christopher Keogh, Kang Le, Michael J Soth, Benjamin A Garcia, Łukasz Jaremko, Jacek Majewski, Pawel K Mazur, Or Gozani

Faculty, Staff and Student Publications

NSD2 catalyses the epigenetic modification H3K36me2 (refs. 1,2) and is a candidate convergent downstream effector of oncogenic signalling in diverse malignancies3–5. However, it remains unclear whether the enzymatic activity of NSD2 is therapeutically targetable. Here we characterize a series of clinical-grade small-molecule catalytic NSD2 inhibitors (NSD2i) and show that the pharmacological targeting of NSD2 constitutes an epigenetic dependency with broad therapeutic efficacy in KRAS-driven preclinical cancer models. NSD2i inhibits NSD2 with single-digit nanomolar half-maximal inhibitory concentration potency and high selectivity over related methyltransferases. Structural analyses reveal that the specificity of NSD2i for NSD2 …

Bovine Lactoferrin Maintains Antibacterial Effect Against Neonatal Escherichia Coli Septicaemia Isolates Despite The Presence Of Iron Acquisition Genes, Matthew Mayorga, Joshua Wheatley, Brianna N. Maldonado, Susana Chavez-Bueno

Manuscripts, Articles, Book Chapters and Other Papers

Introduction. Escherichia coli is a dominant cause of neonatal sepsis for which no prevention measures currently exist. Lactoferrin (LF) is an iron-sequestering antibacterial protein that has been noticed to decrease neonatal late-onset sepsis.Hypothesis/Gap Statement. LF's effect on in vitro growth of neonatal E. coli clinical isolates causing septicaemia is unknown. The prevalence of iron acquisition virulence genes which contribute to pathogenicity outcomes in these strains has also not been described in detail.Aim. To evaluate bovine lactoferrin's (bLF) effects on the in vitro growth of neonatal septicaemia E. coli isolates, and to determine the presence of iron acquisition virulence …

Proliferation And Apoptosis Adaptor Protein 15 (Pea15), A Potential Oncogenic Regulator Of Vhl And Hif1a Identified Through Proteomic Analysis In Hepatocellular Carcinoma, Yun Seong Jeong, Ji-Hyun Shin, Soo Mi Kim, Bo Hwa Sohn, Sun Young Yim, Ji Hoon Kim, Jae Jun Shim, Sung Hwan Lee, Yun Shin Chun, Sunyoung S Lee, Hui Dai, Ahmed Kaseb, Koo Jeong Kang, Holger K Eltzschig, A Robert Macleod, Xiaolin Luo, Alexey Revenko, Youngsoo Kim, Ju-Seog Lee

Faculty, Staff and Student Publications

No abstract provided.

Hyperglycemia In Combination With Excess Fat Intake Promotes Renal Pyroptosis And Fibrosis Through Gα12-Dependent Endoplasmic Reticulum Stress, Muhammad Sohaib Khan, Boram Kim, Yerim Jeon, Jihoon Tak, Yun Seok Kim, Sang Gil Lee, Eun Byul Lee, Chang-Hoon Lee, Cheol Bin Eom, Hyun Sook Lee, Hyeon-Ki Jang, Nakyeom Lee, Jeong Hae Kie, Jee Myung Yang, Yoon Mee Yang, Sang Geon Kim

Faculty, Staff and Student Publications

Background: Chronic exposure to free fatty acids (FFAs) and glucose may disrupt metabolic homeostasis and initiate pathological processes. This study investigated the effects of hyperglycemia and fat overload on renal endoplasmic reticulum (ER) stress, pyroptosis and fibrogenesis in mice and the underlying basis. We hypothesized that the combined insult would more severely induce Gα12-dependent ER stress and renal complications.

Methods: Mice were subjected to either high fat diet (HFD)+streptozotocin (STZ), or STZ treatment, and AZ2 was used as an anti-diabetic agent. Blood sera were used for blood biochemistry, and tissues were employed for RNA sequencing, immunoblottings, TEM, histology and immunohistochemistry. …

Nampt Inhibition Uncovers Therapeutic Vulnerabilities To Venetoclax And Chemotherapy In Acute Myelogenous Leukemia, John R Sanchez, Chaomei Liu, Vishakha Pawar, Yanqing Huang, Daisy Diaz-Rohena, Jyotsana Singh, Priya Koppikar, Tzung-Huei Lai, Lisa St John, Vinay Puduvalli, Jeffrey Molldrem, Palaniraja Thandapani, Nitin Jain, Rosa Lapalombella, Deepa Sampath

Faculty, Staff and Student Publications

Acute myeloid leukemia (AML) cells depend on nicotinamide adenine dinucleotide (NAD

Mathematical Modeling Predicts Novel Mechanisms Of Stream Confinement From Trail/Colec12/Dan In The Collective Migration Of Cranial Neural Crest Cells., Samuel W S Johnson, Paul M. Kulesa, Ruth E. Baker, Philip K. Maini

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: In vertebrate embryogenesis, cranial neural crest cells (CNCCs) migrate along discrete pathways. Analyses in the chick have identified key molecular candidates for the confinement of CNCC migration to stereotypical pathways as Colec12, Trail, and Dan. The effects of these factors on CNCCs in vitro are known, but how they confine migration to discrete streams in vivo remains poorly understood. Here, we propose and test several hypothetical mechanisms by which these factors confine cell streams and maintain coherent migration, simulating an expanded agent-based model for collective CNCC migration.

RESULTS: Model simulations suggest that Trail enhances adhesion between CNCCs, facilitating movement …

Freeze-Dried, Not Frozen: Lyophilized Mesenchymal Stromal Cell-Derived Extracellular Vesicles And Therapeutic Function In Neuroinflammatory Models, Janet R Ashley, Aidan M Collier, Scott D Olson, Charles S Cox

Faculty, Staff and Student Publications

Background: Mesenchymal stromal cell (MSC)-derived extracellular vesicles (EVs) offer a promising acellular therapy for immune modulation, but clinical translation is hindered by variability and storage constraints. Lyophilization (freeze-drying) could enable shelf-stable EV therapeutics, although its effects on biological activity remain incompletely defined.

Study design: We compared the immunomodulatory effects of frozen and lyophilized EVs from bone marrow (BM), adipose tissue (AD), and umbilical cord (UC) MSCs using lipopolysaccharide-stimulated rodent splenocytes and microglial models and human peripheral blood mononuclear cells (PBMCs). Variables included batch scale (small vs large), cytokine priming, and MSC source. Tumor necrosis factor alpha (TNF-α) secretion was measured …

A Guide To Human Ecology Mapping: An Approach For Understanding Human-Environment Connections, Thien-Kim Bui, Rebecca J. Mclain, David Banis

Occasional Papers in Geography

Occasional Papers in Geography Publication No. 9

Places matter to people, and maps can help people and communities share why places matter. Over the past 30 years, public participation GIS (PPGIS) and other forms of human ecology mapping (HEM) have become important ways for agencies, non-governmental organizations, environmental and community advocacy groups, university researchers, and others to learn about or advocate for what matters to people about landscapes they visit, use, or love.

HEM is a method for mapping human-environment interactions and connections. This manual is intended for the planner or practitioner who is interested in using HEM to strengthen …

Wnt4 Deficiency Impacts Heart, Diaphragm, And Palate Development: Insights From Human Genetics, Machine Learning, And Mouse Models, Andrés Hernández-García, Bum Jun Kim, David Chitayat, Patrick Shannon, Stephanie Hedges, Maria Al Bandari, Maria J Guillen Sacoto, Emily Anne Bates, Yunus H Ozekin, Victor Faundes, Pamela N Luna, Chad A Shaw, Tara L Rasmussen, Chih-Wei Hsu, Daryl A Scott

Faculty, Staff and Students Publications

WNT4 is a secreted protein that plays a critical role in the regulation of cell fate and embryogenesis. Biallelic variants in WNT4 have been linked to SERKAL syndrome, an autosomal recessive disorder characterized by 46,XX sex reversal and dysgenesis of the kidneys, adrenals, and lungs. SERKAL syndrome has only been described in a single consanguineous kindred with four affected fetuses. Additional features seen in a subset of affected fetuses included ventricular septal defect (VSD), congenital diaphragmatic hernia (CDH), and orofacial clefting (OFC). To determine if these additional features were likely to be caused by WNT4 deficiency, we used machine learning …

Finding Value In Professional Learning: Developing Teacher Learning That Is Internalized And Implemented In Practice, Stephanie Dossett

Electronic Theses and Dissertations

Abstract

This study was designed after the researcher engaged in multiple mandated professional learning experiences with faculty members who expressed dissatisfaction with their learning experiences, did not desire to engage in learning on the mandated topics, and wanted to engage in different types of learning opportunities. The problem was centered around dissatisfaction with professional learning among teachers and the lack of implementation of their professional learning in the classroom. The goal was to gather feedback that could help leaders design mandated learning for teachers that they would find satisfaction in and implement in their classroom. The study used semistructured qualitative …

Assistant Principals’ Perspectives And Experiences Concerning Their Influence As Instructional Leaders On Student Achievement In Title I Schools, Courtney J. Charles

Electronic Theses and Dissertations

Abstract

This qualitative descriptive study explored the perspectives and experiences of assistant principals in Title I schools in the context of their instructional leadership responsibilities. The study examined the relationship between assistant principals as instructional leaders in Title I schools and student achievement by addressing research questions related to curriculum implementation, data-driven decisions, school culture, instructional support, and professional development. Moreover, this study used purposeful sampling to select 13 assistant principals from Title I schools, and data were collected through semistructured interviews and analyzed using thematic analysis. Marzano’s focused school leader evaluation model served as the framework for interview questions. …

How Does Pre-Registration Child Specific Education Prepare Newly Qualified Nurses’ To Care For Children, Young People, And Their Families? An Empty Narrative Review, Matt Carey, Danielle Edge, Julie Blamires, Mandie Foster, Sarah Neill

School of Nursing and Midwifery

This narrative review investigates the influence of child-specific content within pre-registration nursing programs on newly qualified nurses’ perceptions of preparedness to care for children, young people, and their families. Despite international recognition of the specialised competencies required for pediatric nursing, the proportion and quality of child-focused education across Higher Education Institutions is not clear. The Population, Exposure, Outcome framework provided a comprehensive search strategy applied across eight databases to identify relevant studies that met the inclusion and exclusion criteria. Of 663 records identified, 451 were screened and 25 full texts wereassessed for eligibility by two reviewers. No studies met the …

Exploring The Reading Motivation And Reading Experiences Of Secondary School Students With Dyslexia In England, Ahmet Kaan Alper

School of Law, Humanities and Social Sciences Theses

This research examines how a small group of secondary school students with dyslexia in England make sense of their reading experiences and motivation to read across school, home and everyday settings. It responds to concerns that literacy policy and practice foreground accuracy, speed and comparison, leaving limited space for reading for pleasure on students’ own terms. Drawing on Michel Foucault’s concepts, the study treats dyslexia and literacy as historically and institutionally produced categories and explores how discourses, norms and accountability regimes shape what counts as legitimate reading and a motivated reader. The research is grounded in a relativist ontology and …

Safe Family Therapy Activities And The Emotional Well-Being Of Parents Of Autistic Children, Gamze Camci

School of Law, Humanities and Social Sciences Theses

This thesis addresses a critical gap in the existing literature on the emotional well-being of parents of autistic children by applying SAFE family therapy activities grounded in the Narrative Attachment Therapy approach through a three-cycle action research design. Stage 1 involved 3 parents as primary participants, with their children present during selected sessions. Stage 2 included 2 families; the primary focus was on 3 parents across these families. Stage 3 engaged 5 therapists. Data were collected through interviews, diaries, questionnaires and therapy recordings. Data from interviews and journals were analysed thematically, whereas questionnaires were analysed idiographically. The first and second …

Neural Basis Of Private And Social Decision-Making: New Insights From Transcranial Ultrasound Stimulation And Multivariate Analysis, Mathilde Lojkiewiez

School of Psychology Theses

Value-based decision-making is a complex process that requires the integration of many pieces of information, or decision variables, to choose among several options. These decision variables include the expected value of an option, its associated risk, or the anticipation of the emotions that one could experience when seeing the outcomes of all possible options. In some cases, values attributed to options are learnt from experience, and additional strategies can be employed to refine them. One of them is to use information from the social environment in which decisions are made. Observational learning allows one to learn from observing others making …

The Effects Of Altered Partial Pressures Of Gas On Cognitive And Neural Function, Daniel Graham

School of Psychology Theses

Oxygen is central to neural function, yet the precise mechanisms and effects by which varying oxygen levels, whether through Hypoxia, Hyperoxia, or Hyperbaric Oxygen Therapy (HBOT), shape cognition and brain activity remain incomplete. This thesis adopts a novel, multi-modal framework that integrates normobaric gas manipulations, cognitive testing, Transcranial Magnetic Stimulation (TMS), Electroencephalography (EEG), Functional Magnetic Resonance Imaging (fMRI), and HBOT to examine how gas and pressure variability influences cognitive, motor, and neural processes. Chapter 3 presents the findings of a preliminary experiment investigating normobaric oxygen manipulations on cognition. Standardised cognitive assessments revealed domain-general impairments (i.e. memory and executive function) under …

‘The Limits Of The Landscape: A Critical Examination Of Outdoor Learning, Self-Regulation, And Semh Within Neoliberal Schooling’, Nicola Clayton

School of Law, Humanities and Social Sciences Theses

This doctoral thesis critically examines a specialised outdoor learning intervention for primary pupils with significant Social, Emotional, and Mental Health (SEMH) needs who are at risk of exclusion. It assesses the intervention’s implementation and its efficacy in supporting these pupils' capacity for self-regulation and stress management.The study is situated amidst escalating global child mental health concerns and recent English educational policy shifts that mandate schools to actively foster pupil well-being. Exploring outdoor education as a widely cited approach for promoting positive mental health, this research engages with established social theories, particularly those of Bernstein and Bourdieu, to critique the wider …

Shelled Shut-Ins: A Conditional Escape Task Showing Perceptual Awareness In Hermit Crabs, Ari Drummond, John Spicer, Mark Briffa

School of Biological and Marine Sciences

Sentience is an increasingly popular topic in animal welfare and behavioural research. However, studying sentience can be difficult and contentious. Sentience has frequently been associated with ‘feelings’ and ‘subjective states’ not directly accessible to human observers; thus, investigating awareness in animals could be an alternative approach. Frameworks of awareness have been developed for the experimental examination of cognitive capacities that might underpin ‘feelings’ as affective states and subjective experiences. Using a framework of four hierarchically arranged levels of awareness (that is, perceptual, cognitive, assessment and executive), the awareness of an intertidal crustacean, the common hermit crab, Pagurus bernhardus , was …

Patient And Practitioner Workshops For An Intellectual Disabilities And Epilepsy Neuropsychiatric Genetic Research Database Register: Ethical Dilemmas For Study Design, Rohit Shankar, Jon Allard, Dannielle Bilkey, Brendan Mclean, Pamela Bowman, Chloe Staples, Lance Watkins, Anna Simpson, Elizabeth Boardman, Sarah Mitchell, Sarah Lennard

Peninsula Medical School

BackgroundThere is a need for more research studies focussed on People with ID (PwID) and Epilepsy and for the design of these studies to be shaped by this complex and vulnerable population and those who care for and support them.AimsTo develop understanding as to how a future NHS genetic research database register for PwID and Epilepsy should be conducted in a way which is inclusive, suitable and appropriate for them, their carers and the NHS settings where the research would be undertaken.MethodsThree workshops were completed with 17 formal participants: (1) PwID and Epilepsy (n2); (2) carers of PwID and Epilepsy …

Enhancing Offshore Wind Resource Assessment Through Neural Network-Based Hf Radar Data Analysis, Nikolas Martzikos, Matthew Craven, David Walker, Daniel Conley

School of Engineering, Computing and Mathematics

The increasing demand for offshore wind energy underscores the need for accurate wind speed estimation to support the design and operation of offshore wind farms. High-Frequency Radar (HFR), a widely used remote sensing technology in oceanographic research, offers promising potential for wind resource assessment, particularly in areas where conventional measurements are limited. This study explores the application of artificial neural networks (ANNs) for offshore wind speed prediction using HFR-derived data, addressing key challenges in model development and training. A key feature of this approach is the use of a decade-long dataset from the Celtic Sea, off the southwest UK coast, …

Growth In The Margins: Field Measured Protein Metabolism Rates In The Common Limpet, Patella Vulgata, Ignacio A. Cienfuegos, Benjamin J. Ciotti, Richard A. Billington, Paul A. Sutton, Keiron P.P. Fraser

School of Biological and Marine Sciences

Intertidal shores are characterised by a high variability in abiotic conditions, resulting in marked daily, tidal, seasonal and vertical differences in stress conditions, yet our ability to understand the consequences for key physiological processes at corresponding scales are limited. In particular, no previous studies have directly measured protein metabolism, the key process underpinning animal growth, in the field, in any organism. We measured whole-animal (SGR) and tissue (TSGR) mass growth, protein metabolism (synthesis (k_s), degradation (k_d) and growth (k_g)), RNA to protein ratios and oxidative stress in Patella vulgata in the field every season …

Investigating The Potential For First Year Residential Field Courses To Facilitate The Establishment Of Teacher-Student Relationships In Biological Sciences Undergraduate Degrees, Anne Plessis, Alison Stokes

School of Biological and Marine Sciences

Teacher-student relationships (TSRs) in higher education impact many aspects of the student experience, including engagement and performance. However, relatively little is known about the mechanisms of establishment of TSRs, and in particular how these are influenced by specific learning environments and contexts. Here, we undertake an exploratory investigation using first year biological sciences undergraduate residential field courses to examine how this teaching context affected the frequency and nature of teacher student interactions, and consequently the development of TSRs. Data were collected from teacher and student participants using questionnaires and focus groups. We found that interactions during fieldwork took place frequently …

Groundwater Spatial Variability Within An Atoll Island: Assessing Shallow Aquifer Heterogeneity With Geophysical And Physicochemical Measurements, N. I. Tobon-Velazquez, G. Masselink, T. J. O’Hare, R. Bates, F. K.J. Oberle, C. D. Storlazzi, D. C. Conley

School of Biological and Marine Sciences

This study examines the spatial variability of shallow groundwater on Dhigelaabadhoo Island using electromagnetic induction surveys, groundwater monitoring, and sediment analyses. The research reveals how variations in island morphology—such as differences in elevation, reef flat width, and sediment composition—affect the spatial distribution of groundwater lenses and the overall aquifer dynamics. Saltwater intrusion is especially pronounced in low elevated areas, with narrow reef flat plate and areas where higher hydraulic conductivity—driven by the presence of coarser sediments—is observed, whereas regions characterized by finer sediments, higher elevation, and wider reef flat plates tend to support more symmetric and less saline groundwater lenses. …

Gelatinous Zooplankton As Indicators In The Kunming Montreal Global Biodiversity Framework, John Terenzini, Laura J. Falkenberg, Sanae Chiba, Matthew Faith, Robert Puschendorf, Abigail Mcquatters-Gollop

School of Biological and Marine Sciences

Global biodiversity frameworks require robust, representative indicators to effectively track progress towards conservation targets. Spatial and temporal gaps in global marine biodiversity datasets, however, and a limited number of marine biodiversity indicators, limit our ability to effectively manage marine ecosystems. Despite the ecological and socio-economic significance of marine ecosystems, they remain underrepresented in current indicator suites, particularly in the recently adopted Kunming-Montreal Global Biodiversity Framework (KMGBF). Gelatinous zooplankton (GZ), a key yet often overlooked component of marine ecosystems, have the potential to strengthen biodiversity assessments through their responsiveness to environmental change and impacts on several contributions of the ocean to …

Testing The Transferability Of Ai Models For Cold-Water Coral Detection And Classification, Kyran P. Graves, Louise Allcock, David K.A. Barnes, Amelia E.H. Bridges, Kerry L. Howell

School of Biological and Marine Sciences

The proliferation of accessible deep-water imaging platforms has resulted in the acquisition of vast amounts of image data, resulting in an analysis bottleneck. Object detection is now being applied to assist the image annotation process, with the potential to reduce analysis time. However, for object detectors to effectively tackle the scale of the challenge, models need to be generalisable to allow the transfer between imaging platforms and in space. This study trains YOLOv5 object detection models to identify six coral morphology groups using annotated imagery collected by ROV ISIS in the UK (JC136). Model performance was tested with independent datasets …

Rapid Electrochemical Biosensor With Enhanced Accuracy And Repeatability Using Pyrene Nhs Ester Modified 3d Graphene Electrodes, S. Nazir, D. Jenkins, G. Pan

School of Engineering, Computing and Mathematics

A consistent and reproducible chemical modification of the transducer interface is essential to ensure effectiveimmobilization of bioreceptors, thereby improving the sensitivity and reproducibility of biosensors. Althoughnotable progress has been made in fabricating graphene-based biosensors, the effects of surface biofunctionalization on sensing performance remain not fully understood. This study shows that combining threedimensional (3D) graphene foam electrodes with a straightforward, single-step surface biofunctionalizationmethod is key to enhancing the performance of graphene-based biosensors. Specifically, it presents a single-stepapproach to functionalize the 3D graphene foam (Gii-Sens) with 1-pyrenebutyric acid N-hydroxysuccinimideester (Pyrene-NHS ester). Electrochemical techniques, including cyclic voltammetry (CV) and differential pulsevoltammetry (DPV), confirmed …