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Articles 5731 - 5760 of 6733
Full-Text Articles in Life Sciences
Are There Enough Bees? Assessing Pollen Limitation In Native Eastern Washington Prairie Forbs, Alejandro Torres
Are There Enough Bees? Assessing Pollen Limitation In Native Eastern Washington Prairie Forbs, Alejandro Torres
EWU Masters Thesis Collection
Prairie ecosystems in eastern Washington have been severely degraded due to agricultural intensification, urbanization, and habitat fragmentation, leaving less than 0.1% of native prairie intact. As a result, these ecosystems have become some of the most endangered in the United States. One group of essential pollinators is the bees, which facilitate plant reproduction and contribute to the long-term persistence of restored plant communities. However, despite the presence of at least 257 native bee species in the region, the impacts of habitat fragmentation and restoration on pollinator activity and plant-pollinator networks remain poorly understood. For this study, we worked across Eastern …
Mapping The Distribution Of The Common House Mosquito (Culex Pipiens) In The City Of Spokane: Mosquito Breeding Sites And Blood Meal Analysis, Oluwapelumi Hannah Sonoiki
Mapping The Distribution Of The Common House Mosquito (Culex Pipiens) In The City Of Spokane: Mosquito Breeding Sites And Blood Meal Analysis, Oluwapelumi Hannah Sonoiki
EWU Masters Thesis Collection
Mosquitoes in the genus Culex are the primary vectors of West Nile virus (WNv) in the United States, with Culex pipiens and Culex tarsalis serving as the dominant species in Spokane. In urban environments, catch basins and other artificial water bodies that collect stagnant and polluted water provide favorable breeding habitats for Culex pipiens. This study aimed to assess the spatial distribution and seasonal dynamics of Culex larvae in Spokane. We examined 303 randomly selected catch basins in the summer of 2025, and at each site we recorded the presence or absence of water, water depth, and mosquito larval …
Assessing Forest Health And Small Mammals After A Limited Suppression Wildfire In Colville National Forest, Samantha J. Kennel
Assessing Forest Health And Small Mammals After A Limited Suppression Wildfire In Colville National Forest, Samantha J. Kennel
EWU Masters Thesis Collection
In the face of a wildfire crisis, there is a growing need to expand the pace and scale of forest treatments, including the strategic use of wildfire as a management tool. However, ecological outcomes remain uncertain in forests shaped by more than a century of fire suppression. The 2022 Thor Fire, a managed wildfire in the Colville National Forest, Washington, provides an opportunity to evaluate forest health in a relatively understudied system. Using a control–impact design, I established 100 monitoring plots in burned and adjacent unburned forests to assess how wildfire and fire severity influence forest structure, fuels, and tree …
Relationships Between Benthic Macroinvertebrate Communities And Environmental Conditions In Headwater Tributaries Of The Pend Oreille Lake Watershed, Idaho, Devlin Mee
EWU Masters Thesis Collection
Benthic macroinvertebrates are widely used indicators of stream condition, and their communities respond to thermal and land-use conditions in headwater streams. This study characterized macroinvertebrate biomass, community composition, and diversity across forested headwater tributaries of the Pend Oreille lake watershed in northern Idaho, and examined their relationships with summer temperature, land development, and road proximity. Samples from thirteen streams collected in 2024 were identified to genus, measured, and converted to estimated biomass using published length–mass regressions; ten streams had recovered temperature loggers. Because environmental variables were characterized once per stream, all analyses were conducted at the stream level.
Estimated total …
Dietary Ecology Of Waterfowl Nest Predators In The Prairie Pothole Region: Evaluating Resource Use From Species To Individual Using Stable Isotope Analysis, Grace Barthelmess
Dietary Ecology Of Waterfowl Nest Predators In The Prairie Pothole Region: Evaluating Resource Use From Species To Individual Using Stable Isotope Analysis, Grace Barthelmess
EWU Masters Thesis Collection
Nest predation is a primary factor influencing waterfowl productivity in the Prairie Pothole Region (PPR) of North America. Although this system is intensely managed and studied, research has largely focused on how predators affect waterfowl populations, with comparatively little attention to how predators actually rely on waterfowl as a resource. Understanding predator feeding ecology is therefore critical for informing effective management strategies and interpreting the complexity of predator-prey interactions on this landscape. My objective overall was to elucidate the feeding ecology of nine focal predator species commonly associated with waterfowl nest predation in the Aspen Parkland Ecoregion of the PPR: …
Assessment Of The Antimicrobial Properties And Skin Microbiota Of Unisexual (Ambystoma) Salamanders Within Defensive Toxins, Sydney Stanton
Assessment Of The Antimicrobial Properties And Skin Microbiota Of Unisexual (Ambystoma) Salamanders Within Defensive Toxins, Sydney Stanton
Senior Honors Theses and Projects
As antibiotic resistance continues to pose a significant threat to public health, discovery of novel antibiotics could provide tools to combat this threat. Amphibian skin exhibits complex pathogen defense physiology and diverse skin microbiota, which suggests that it could be a potential source of novel antibiotics. A critical feature of amphibian skin is mucus, which is secreted as a defense mechanism and contains many immune system components such as symbiotic microbiota and antimicrobial peptides. To test the antibacterial properties of amphibian mucus, this study assesses whether mucus secretions from unisexual Ambystoma salamanders are effective at inhibiting the growth of safe …
A Phosphorylation Study Of Serine-8 And 26 In Two Fragments Of Amyloid Beta, A Peptide Involved In Alzheimer's Disease And Cancer, Colby J. Merrill
A Phosphorylation Study Of Serine-8 And 26 In Two Fragments Of Amyloid Beta, A Peptide Involved In Alzheimer's Disease And Cancer, Colby J. Merrill
Senior Honors Theses and Projects
Both cancer and Alzheimer’s disease (AD) affect many people in the United States and impact the families of patients suffering from these challenging illnesses. Recently, it has been reported that these two diseases share several key pathophysiological features, and an inverse relationship exists between them. These diseases share several biochemical modulators, most notably the amyloid-beta protein, which affects tissues in both AD and cancer by misfolding and aggregating. Phosphorylation is believed to regulate the aggregation and toxicity of amyloid-beta by altering the protein's shape and charge, thereby changing its interactions with cells. Phosphorylation can also toggle some proteins on and …
The Effects Of A Thiamine Treatment On The Growth, Survival, And Foraging Behavior Of Thiamine-Deficient Michigan Lake Trout (Salvelinus Namaycush), Allie J. Muschong
The Effects Of A Thiamine Treatment On The Growth, Survival, And Foraging Behavior Of Thiamine-Deficient Michigan Lake Trout (Salvelinus Namaycush), Allie J. Muschong
Senior Honors Theses and Projects
The Great Lakes top predator Salvelinus namaycush (lake trout) suffers from Thiamine Deficiency Complex (TDC), which causes neurological problems and inhibits survival in young lake trout. The lake trout population in northern Lake Michigan experiences insufficient natural recruitment, necessitating yearly stocking. Few treatments have been explored, but preliminary studies in a hatchery setting suggest that increasing tissue thiamine promotes survival; thus, we expected a novel thiamine treatment to boost the foraging rate and weight of lake trout fry. We raised the eggs of six wild lake trout pairs, and applied treatments at both the egg stage and the hatch stage. …
Examining Weight Related Attitudes And Health Behaviors Among College Students, Alexis C. Denski
Examining Weight Related Attitudes And Health Behaviors Among College Students, Alexis C. Denski
Senior Honors Theses and Projects
BACKGROUND: College is a pivotal period for the development of lifelong health behaviors. Factors such as greater personal freedom, poor diet, social norms, and insufficient physical activity (PA) contribute to common weight gain and increase of body image challenges. Although many college students report trying to lose weight, there is limited research examining if their PA and dietary behaviors align with evidence-based health recommendations. PURPOSE: Examine the proportion of college students trying to change their weight and their engagement in weight-related behaviors such as PA, strength training (ST), and dietary factors. METHODS: In Fall 2019, a random sample of 5,000 …
Soil Texture Does Not Affect Multi-Mutualist System Benefits In Prairie Legumes, Ambrose O. Cook
Soil Texture Does Not Affect Multi-Mutualist System Benefits In Prairie Legumes, Ambrose O. Cook
Senior Honors Theses and Projects
No abstract provided.
Characterization Of The Effects Of Atp On Primary Brainstem Glial Cells, Donovan J. Aardema Faigh
Characterization Of The Effects Of Atp On Primary Brainstem Glial Cells, Donovan J. Aardema Faigh
Graduate Theses/Dissertations
Migraine and temporomandibular joint disorder (TMD) are debilitating orofacial pain disorders that negatively impact one’s quality of life. These disorders are characterized by elevated levels of adenosine triphosphate (ATP) and activation of central nervous system glial cells that promote and maintain central sensitization and enhance pain signaling in response to inflammatory stimuli. The goal of my study was to characterize the effects of the pro-inflammatory signaling molecule adenosine triphosphate (ATP) on intracellular calcium levels, mRNA levels, and protein expression in astrocytes, microglia, and oligodendrocytes to better understand the role of ATP in promoting central sensitization. To address this goal, primary …
Small Mammal Communities Within And Land Coverage Around Southwestern Missouri Prairies, Kaitlyn J. Bebensee
Small Mammal Communities Within And Land Coverage Around Southwestern Missouri Prairies, Kaitlyn J. Bebensee
Graduate Theses/Dissertations
Land alterations can reduce the amount of suitable habitat necessary for persistence of an associated species. Within such constrained habitats, limited resources may elicit competition, which could cause shifts in abundance and occurrence of species. Missouri prairies have been declining in size, making it imperative to collect reference data on mammal populations within and land use types around remnants. For this study, I trapped small mammals in Southwestern Missouri prairies because they can be indicators of environmental health and can vary in abundance between prairies. I focus on the diet of two dominant small mammals, Peromyscus maniculatus and Microtus ochrogaster …
Genomic Signatures Of Decline And Recovery In An Endangered Bat, Myotis Grisescens, Marxe Altman-Orbach
Genomic Signatures Of Decline And Recovery In An Endangered Bat, Myotis Grisescens, Marxe Altman-Orbach
Graduate Theses/Dissertations
Tremendous population declines may result in the loss of genetic diversity, which can, in turn, lead to reduced adaptive potential, overexpression of deleterious phenotypes, and further population declines. In this way, genetic drift from a severe demographic decline may ultimately lead to an extinction vortex. However, populations that avoid the loss of genetic diversity may remain viable, despite demographic crashes. Therefore, understanding genetic diversity is vital for assessing the conservation status of species that have undergone declines, and can even reflect the effectiveness of management actions. I investigated signatures of genetic bottlenecks in the gray bat (Myotis grisescens), …
Exploring Factors Mediating White-Nose Syndrome In Little Brown Bats, Carly R. Trujillo
Exploring Factors Mediating White-Nose Syndrome In Little Brown Bats, Carly R. Trujillo
Graduate Theses/Dissertations
The little brown bat (Myotis lucifugus) has experienced drastic population declines across North America due to the recent disease white-nose syndrome (WNS). Previous studies have identified putatively adaptive alleles (PAAs) that may give individuals a greater likelihood of survival. However, there could be geographic-specific adaptation, creating different adaptive landscapes. Additionally, there may be energetic trade-offs between disease survival and reproductive output, and it is not clear what the long-term survival outcomes for the species may be as a result. Long-term evolutionary outcomes are unclear because this species has a lifespan exceeding the arrival of WNS and is difficult …
The Effect Of Sex On A-To-I Editing In Skeletal Muscle During Inflammation, Skyler Lee
The Effect Of Sex On A-To-I Editing In Skeletal Muscle During Inflammation, Skyler Lee
Graduate Theses/Dissertations
Adenosine-to-inosine (A-to-I) RNA editing is a post-transcriptional mechanism mediated by ADAR enzymes that can alter RNA sequence, protein function, and gene regulation. Because ADAR1 is upregulated during inflammation and plays a critical role in innate immunity, previous studies investigated the effects of acute inflammation on RNA editing in male and female mice. Lipopolysaccharide (LPS) was used to induce inflammation, and RNA editing levels were examined in the heart, brain, and skeletal muscle. While editing levels in the heart and brain remained unchanged, skeletal muscle exhibited tissue- and sex-specific differences in editing. In this thesis, LPS treatment affected selective editing, increasing …
Remediation Impacts Metal Concentrations And Metal Tolerant Bacteria In Soils Of The Missouri Tri-State Mining District, Ophelia R. Pettington
Remediation Impacts Metal Concentrations And Metal Tolerant Bacteria In Soils Of The Missouri Tri-State Mining District, Ophelia R. Pettington
Graduate Theses/Dissertations
After over 100 years of Zn and Pb mining in the Tri-State mining district (TSMD), former mines continue to be sources of metals. Metal contaminated soils can be remediated using plant-microbe interactions. Plants manipulate their microbiome and recruit microbes to increase metal tolerance. Remediating bacteria are site-specific and identifying native microbes can accelerate remediation efforts. Studies relating microbes and metal concentrations in remediated areas in the TSMD are scarce. I collected root and bulk zone soils associated with Andropogon virginicus from remediated and non-remediated sites in Webb City, MO. I used 16S rRNA gene amplicon sequencing to evaluate the bacterial …
Adapting To Uncertainty: Effects Of Environmental Instability On Zebrafish Behaviour, Britney Sekulovski
Adapting To Uncertainty: Effects Of Environmental Instability On Zebrafish Behaviour, Britney Sekulovski
Theses and Dissertations (Comprehensive)
This thesis addresses how animals cope with unpredictability by testing how environmental stability changes the behaviour of zebrafish (Danio rerio) in two complementary experiments. In Experiment 1, fish lived for three months in either a Dynamic environment (water temperature, feeding times, habitat complexity, group size, and membership fluctuated) or a Stable environment (all factors constant). Across seven behavioural assays, measuring individual behavioural differences, collective movement, social memory, and information use, Dynamic condition fish were found to be more sensitive to social cues and more likely to conform to recent social information, independent of the quality of the information …
The Effects Of Environmental Complexity On Brain Development And Personality Expression In Western Hognose Snakes, Gokulan Nagabaskaran
The Effects Of Environmental Complexity On Brain Development And Personality Expression In Western Hognose Snakes, Gokulan Nagabaskaran
Theses and Dissertations (Comprehensive)
There is growing interest in snake cognition, personality, and welfare as more snakes are kept as pets, yet little research has been conducted. The effects of enrichment and environmental factors have been well documented in other taxa, and recent evidence suggests that snakes may benefit in similar ways. This dissertation investigated the impact of environmental and social enrichment on personality expression, personality stability, and brain development. Western hognose snakes (Heterodon nasicus) were used as the model species, as they are a popular choice in the pet trade. This allows the research to be readily translatable to husbandry practices of many …
Acid-Base Regulation Mechanisms In The West African Lungfish Protopterus Annectens: An Investigation Into The Role Of The Sodium Proton Exchanger (Nhe), Victor H. Q. Pham-Ho Msc
Acid-Base Regulation Mechanisms In The West African Lungfish Protopterus Annectens: An Investigation Into The Role Of The Sodium Proton Exchanger (Nhe), Victor H. Q. Pham-Ho Msc
Theses and Dissertations (Comprehensive)
The lungfish possesses a primitive lung and underdeveloped gills, making use of bimodal respiration. Like other freshwater fishes they must regulate ion- and acid-base equilibrium through active ion uptake (driven by pumps and ion transporters), albeit with challenges due to their underdeveloped gills. My thesis aimed to elucidate the role of the sodium proton exchangers (NHE), encoded by the genes slc9a1/nhe1, slc9a2/nhe2 and slc9a3/nhe3, which are hypothesized to contribute towards acid-base regulation. Pharmacologically, amiloride, a sodium-transport inhibitor, and 5-(N-Ethyl N-isopropyl)-Amiloride (EIPA), an NHE specific inhibitor, affected whole-animal titratable acidity and ammonia fluxes, supporting a physiological function of the NHE. Next, …
Analysis Of Alternative Oxidase In Non-Angiosperm Plants, Anissa M. Francis
Analysis Of Alternative Oxidase In Non-Angiosperm Plants, Anissa M. Francis
Theses and Dissertations (Comprehensive)
Alternative oxidase (AOX) is a mitochondrial terminal oxidase that provides an alternative pathway for electron transport, allowing plants to maintain respiratory flexibility under environmental stress conditions. While AOX has been extensively studied in angiosperms (flowering plants), little is known about its distribution and conservation in non-angiosperms. Based on gaps identified in the literature, this thesis investigated the distribution of AOX across non-angiosperm plant lineages. Although AOX is present in many green algae and is therefore considered to be an ancient protein that originated before the existence of non-angiosperm plants, it remains unclear whether the protein is uniformly distributed across these …
Evops: Evolutionary Patch Selection In The Embedding Space Of Whole Slide Images, Saya Hashemian
Evops: Evolutionary Patch Selection In The Embedding Space Of Whole Slide Images, Saya Hashemian
Theses and Dissertations (Comprehensive)
Computational pathology increasingly relies on the analysis of Whole-Slide Images (WSIs), which capture tissue specimens at gigapixel resolution. Because a single slide is far too large to process directly, the
prevailing paradigm decomposes each WSI into thousands of small patches and encodes them as high- dimensional feature embeddings using deep learning backbones. While effective, this paradigm carries a
substantial cost: the resulting collections of patch embeddings are computationally expensive to store and process, and they are frequently dominated by redundant, homogeneous, or otherwise uninformative tissue regions that dilute the diagnostic signal. Existing patch selection methods largely depend on heuristic or …
Eat With Understanding: A Um Student Guide To Food Systems, James Deacon, Cora Johnson, Lucas Dymit, Kaeli Rackham, Elsie Danyo
Eat With Understanding: A Um Student Guide To Food Systems, James Deacon, Cora Johnson, Lucas Dymit, Kaeli Rackham, Elsie Danyo
Undergraduate Theses, Professional Papers, and Capstone Artifacts
The industrialized food system creates environmental harm, reduces food sovereignty, and contributes to growing food insecurity. These problems oftentimes are overlooked in higher education. To address this gap, our project examines how access to sustainable food education and campus-community partnerships can improve well-being and informed decision-making amongst University of Montana students. This collaborative project connects partners within UM Wellness, PEAS Farm, the Missoula Food Bank and Community Center, and the Big Sky Culinary Institute. Our research includes applied learning with these organizations by hosting a variety of speaker series presentations and coordinating a cooking workshop. We collected quantitative and qualitative …
Independent Animal Chiropractic Practice: An Evidence-Based Argument For Autonomy Beyond Veterinary Supervision, Montana Adams
Independent Animal Chiropractic Practice: An Evidence-Based Argument For Autonomy Beyond Veterinary Supervision, Montana Adams
Undergraduate Honors Theses
Animal chiropractic is a growing form of conservative care used to improve mobility, reduce pain, and support neuromusculoskeletal function in animals. Despite evidence suggesting it is both effective and low risk, access remains limited due to inconsistent state regulations. Many jurisdictions require chiropractors to obtain veterinary supervision, referral, or licensure, even when they have completed specialized training and certification in animal chiropractic. This paper evaluates the effectiveness and safety of animal chiropractic while analyzing the impact of current regulatory policies. Research indicates that chiropractic care can improve mobility and reduce spinal conditions in animals when performed by trained professionals. However, …
Mitochondria As Primary Cause Of Neurodegeneration: Evaluating Causality Across Amyotrophic Lateral Sclerosis (Als), Alzheimer's, And Parkinson’S Diseases, Makenzie G. Johnson
Mitochondria As Primary Cause Of Neurodegeneration: Evaluating Causality Across Amyotrophic Lateral Sclerosis (Als), Alzheimer's, And Parkinson’S Diseases, Makenzie G. Johnson
Undergraduate Honors Theses
Neurodegenerative diseases like Alzheimer's Disease (AD), Parkinson’s Disease (PD) and Amyotrophic Lateral Sclerosis (ALS) have historically been explained through alternate hypotheses despite shared clinical hallmarks that lead to neuron loss. However, these varying explanations could not account for how disease onset begins among other individual issues. This thesis aims to show that mitochondrial dysfunction is a primary driver of neurodegeneration as well as a unifying mechanism shared between the three diseases. Evidence presented in this thesis will show that many issues can arise in mitochondria including issues with energy production, mitochondrial DNA (mtDNA), apoptosis activation, and calcium regulation. These issues …
Acute Responses To Low-Intensity Aerobic Exercise With Continuous And Intermittent Blood Flow Restriction, James Brown, Jakob D. Lauver, Timothy R. Rotarius, Justin P. Guilkey
Acute Responses To Low-Intensity Aerobic Exercise With Continuous And Intermittent Blood Flow Restriction, James Brown, Jakob D. Lauver, Timothy R. Rotarius, Justin P. Guilkey
Kinesiology
Introduction: This study examined muscular and cardiovascular responses to light-intensity aerobic exercise with different blood flow restriction (BFR) protocols. Methods: Ten males performed four protocols on the cycle ergometer: low-intensity exercise with no BFR (LIE), LIE with continuous BFR (CONT-BFR), LIE with intermittent BFR (INT-BFR), and high-intensity exercise (HIE). Each protocol consisted of five 2-min work intervals (INT) at 35% of peak work rate for LIE, CONT-BFR, and INT-BFR and 70% of peak work rate for HIE. During CONT-BFR, cuffs were inflated to 60% of arterial occlusion pressure (AOP) at the start of INT 1 and remained inflated until the …
Murder Of The Magic Mushroom Man, Andrea Florian, Alexa Cabral, Olivia Fawkes, Emily Gomez
Murder Of The Magic Mushroom Man, Andrea Florian, Alexa Cabral, Olivia Fawkes, Emily Gomez
SPARK Symposium Presentations
Rowan Tucker is an heirloom vegetable farmer that lives in Newbury, VT on an 80-acre farm. Most of the money in Rowan’s name was from selling psilocybin mushrooms that he disguised as payments under “crop-selling”. He was found dead presenting symptoms early that morning of confusion, hallucinations, vomiting, sweating, and extreme salivation. How did he get murdered? Who did it?
Fisheries Research Report No. 359: Metropolitan Monitoring Program 2025, Alissa Tate, Claire B. Smallwood, Karina L. Ryan, Troy Matthews
Fisheries Research Report No. 359: Metropolitan Monitoring Program 2025, Alissa Tate, Claire B. Smallwood, Karina L. Ryan, Troy Matthews
Fisheries Research Reports
Ongoing monitoring of recreational fisheries in the Perth Metropolitan zone is essential to ensure the sustainable use of fisheries resources. Surveys of shore- and boatbased recreational fishers within the Metropolitan zone of the West Coast bioregion provide information on human dimensions and catch-per-fisher as well as mean length and weight of key recreationally caught species. For shore-based fishers, estimates of fishing effort, catch and harvest are also presented for key nearshore species. This information is used to support ongoing assessments for key nearshore species and the development and evaluation of harvest strategies and other management actions, such as for Australian …
Pharmacogenetic Hslco1b1*14-Guided Dosing Of Methotrexate In Transgenic Arthritic Mice Normalizes Exposure And Response., Felicia Gooden, Brennan D. Meier, Griffin D. Shaffer, Kim Gibson, Paul Toren, Nieko C. Punt, Sandhya Subash, Dilip K. Singh, Bhagwat Prasad, Laura Ramsey, Zachary L. Taylor
Pharmacogenetic Hslco1b1*14-Guided Dosing Of Methotrexate In Transgenic Arthritic Mice Normalizes Exposure And Response., Felicia Gooden, Brennan D. Meier, Griffin D. Shaffer, Kim Gibson, Paul Toren, Nieko C. Punt, Sandhya Subash, Dilip K. Singh, Bhagwat Prasad, Laura Ramsey, Zachary L. Taylor
Manuscripts, Articles, Book Chapters and Other Papers
Juvenile idiopathic arthritis (JIA) is a chronic autoimmune disease that negatively affects ~100,000 children under the age of 16 in the United States. About ~30% of these patients fail first-line drug therapy with low-dose methotrexate (MTX) due to poor tolerability or lack of efficacy. The SLCO1B1*14 allele is associated with increased MTX clearance and has been linked to reduced overall drug exposure and nonresponse to MTX in JIA patients. Herein, we describe transgenic hSLCO1B1*14 and hSLCO1B1*1 DBA1/J mSlco1b2 knock-out mice, which we used to assess arthritic response to MTX using the collagen-induced arthritis model. Mass spectrometry-based proteomics analysis revealed that …
Excess Nitric Oxide Alters Cellular Ph To Restrict Salicylic Acid Movement And Systemic Immunity, Fan Xia, Huazhen Liu, Keshun Yu, Xinyu Yuan, Aardra Kachroo, Pradeep Kachroo
Excess Nitric Oxide Alters Cellular Ph To Restrict Salicylic Acid Movement And Systemic Immunity, Fan Xia, Huazhen Liu, Keshun Yu, Xinyu Yuan, Aardra Kachroo, Pradeep Kachroo
Plant Pathology Faculty Publications
Plants carrying a mutation in S-nitrosoglutathione reductase 1 (GSNOR1) accumulate high nitric oxide (NO) and exhibit impaired immunity characterized by reduced pathogen-responsive salicylic acid (SA) accumulation and failure to activate normal SA signaling. We show that this reduced SA responsiveness in gsnor1 plants arises from impaired vascular-associated movement of SA, thereby compromising systemic acquired resistance (SAR). Elevated NO perturbs cellular pH homeostasis, acidifying the apoplast and alkalinizing the cytosol, which likely interferes with phloem-associated SA movement and renders gsnor1 plants unresponsive to foliar SA. In contrast, SA supplied via root drench restores SA signaling and SAR in gsnor1, …
Evaluation And Enhancement Of Suspected Opioid Overdose Definitions In Emergency Medical Services Data Using Machine Learning With Natural Language Processing, Peter Rock, Svetla Slavova, Sharon L. Walsh, Julia Martin, Daniel R. Harris
Evaluation And Enhancement Of Suspected Opioid Overdose Definitions In Emergency Medical Services Data Using Machine Learning With Natural Language Processing, Peter Rock, Svetla Slavova, Sharon L. Walsh, Julia Martin, Daniel R. Harris
Institute for Biomedical Informatics Faculty Publications
Background: Fatal and non-fatal drug overdoses have evolved into a critical public health crisis, with over a 50% increase in the rate of fatal drug overdose since 2019. Emergency Medical Services (EMS) data has advantages over traditional emergency department data, including timeliness and captured non-transport encounters. However, there is no consensus EMS definition for suspected opioid overdose (SOO), and currently implemented knowledge-based (KB) definition may miss ambiguous cases. Machine learning with natural language processing (ML-NLP) has the potential to enhance SOO identification.
Methods: Secondary data originated from an oversampled dataset of 2,327 weighted encounters from Kentucky State EMS data (2018–2022). …