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Emaldi Ms And Oligonucleotide Analysis, Manoj Perera, Yipeng Yin, Reed Arneson, Fakhira Razzaq, Rishabh Awasthi, William Wittstock, Yinan Yuan, Shiyue Fang May 2026

Emaldi Ms And Oligonucleotide Analysis, Manoj Perera, Yipeng Yin, Reed Arneson, Fakhira Razzaq, Rishabh Awasthi, William Wittstock, Yinan Yuan, Shiyue Fang

Michigan Tech Publications

Enhanced matrix assisted laser desorption ionization mass spectrometry (eMALDI MS) refers to MALDI MS in which the efficacy of desorption and ionization is enhanced by heat, volatile species, or both, generated from chemical decomposition of additives in the sample of analyte under MALDI conditions. MALDI MS has been widely used for oligonucleotide (ON) analysis. However, two challenges, limited ability to analyze long ONs and low tolerance to trace salts, significantly restrict its applications. We recently proposed the ion pair thermal model for the gas phase ion formation mechanism of MALDI MS. This model predicts an exponential increase in ion yield …


Photo Identification On Interactions Between Tursiops Trucatus And Humans To Promote The Importance Of Sustainability, Julia Bronneberg May 2026

Photo Identification On Interactions Between Tursiops Trucatus And Humans To Promote The Importance Of Sustainability, Julia Bronneberg

Undergraduate University Honors Capstones

The Mediterranean Sea is one of the most biodiverse regions, and especially around the Maltese islands, a popular tourist destination where people come to enjoy the beautiful weather and blue waters. Because bottlenose dolphins (Tursiops truncatus) are the most common species people see in coastal areas, they are the primary focus of this research. We care about these bottlenose dolphins because they cannot protect themselves if we are the ones accidentally causing them harm. This study starts from the belief that if we cannot protect the ocean and marine life, then we cannot protect ourselves. We use many resources that …


Soil Conditions Impacting Geothermal Plant Communities In Yellowstone National Park, Karina Nordwald May 2026

Soil Conditions Impacting Geothermal Plant Communities In Yellowstone National Park, Karina Nordwald

Honors Theses

Soil acts as the foundation for a productive and functioning environment, by supporting plant life. Abiotic factors drive soil health and consequently influence vegetation. Geothermal activity affects vegetation through strong environmental filters from harsh conditions. Hydrothermal features in Yellowstone National Park represent a variety of naturally occurring extreme environments, where each hot spring ranges in temperature, pH, and overall chemical composition. This study investigates how these environmental drivers dictate vegetation communities, by focusing on the transition zones between geothermal activity and distance from the feature that moves toward increasingly “favorable” environments. By observing a variety of features throughout Yellowstone, we …


Teacher Shortages In Arkansas Rural School Districts: Employed Teacher’S Perceptions Of The Impact On Their Effectiveness, Carloss Guess May 2026

Teacher Shortages In Arkansas Rural School Districts: Employed Teacher’S Perceptions Of The Impact On Their Effectiveness, Carloss Guess

ATU Theses and Dissertations 2021 - Present

ABSTRACT

TEACHER SHORTAGES IN ARKANSAS RURAL SCHOOL DISTRICTS: EMPLOYED TEACHERS’ PERCEPTIONS OF THE IMPACT

ON THEIR EFFECTIVENESS

Carloss Guess

Teacher shortages in rural school districts remain a persistent challenge that affects instructional quality, teacher workload, and professional sustainability. The purpose of this qualitative phenomenological study was to explore how teachers in rural Arkansas perceive the impact of staffing shortages on their instructional roles, workload, and professional well-being. Data were collected through semi-structured interviews with 10 K–12 teachers representing elementary, middle, and high schools and across varying career stages. Interview transcripts were analyzed using an inductive qualitative approach and the constant …


Debriefing In Emergency Departments And Intensive Care Units To Combat Compassion Fatigue, Madison N. Chiolino May 2026

Debriefing In Emergency Departments And Intensive Care Units To Combat Compassion Fatigue, Madison N. Chiolino

ATU Theses and Dissertations 2021 - Present

Compassion fatigue can be associated with nurses working in increased stressful environments such as the Intensive Care Unit (ICU) and Emergency Room (ER).  There is a gap in healthcare facilities, where structured interventions like debriefing tools are not implemented to address compassion fatigue. The purpose of this study was to determine if implementing a debriefing tool in areas where nurses are placed in high stress scenarios such as the intensive care unit and emergency department can aid in combating compassion fatigue. A piloted quantitative pre-and post-survey intervention design was used. Data was collected using the ProQOL 5 and PEARLS debriefing …


Impacts Of Salinity On Microbial Enzyme Activity In Coastal Waters, Natali Ariyoshi May 2026

Impacts Of Salinity On Microbial Enzyme Activity In Coastal Waters, Natali Ariyoshi

Honors Theses

Microbial extracellular enzymes are critical for the breakdown of organic matter and nutrient cycling in aquatic ecosystems. Extracellular enzyme activity serves as an indicator of nutrient turnover rates, metabolic states, and nutrient limitations within an ecosystem. Coastal ecosystems are especially dynamic as the influx of freshwater from inland runoff or seawater intrusion from storm surges can lead to fluctuations in salinity which can restructure microbial communities and alter enzymatic activity. Despite the ecological significance of these changes, few studies have explored the effects of short-term salinity shifts on microbial extracellular enzyme activity in coastal waters. This study investigated the effects …


Building Critical Thinking And Ai Literacy Through The Topic Development Process In Kinesiology, Brandi Row Lazzarini May 2026

Building Critical Thinking And Ai Literacy Through The Topic Development Process In Kinesiology, Brandi Row Lazzarini

Educational Practices in Kinesiology

The purpose of this teaching and learning resource is to provide a process for developing academic and meta-cognitive skills in students as they engage meaningfully in literature analysis and practice deploying generative artificial intelligence (genAI) effectively and responsibly. Additionally, while gaining critical AI literacy, students will develop the skills needed to advance their critical thinking and avoid overreliance on generative AI. This resource is unique in the specificity of its activities, which promote a healthy perspective on how genAI can be used in the early stages of learning about a topic. It also helps students practice the skills needed to …


Service-Learning In Adapted Physical Activity: Student Experiences With And Without Course Integration, Courtney Jost, Nicole Fiscella Nicole Fiscella, Roxanne Bahn-Bales, Tze-Hsuan Wang, Jennifer Beamer, Jennifer Taylor, Willie Chun Wai Leung May 2026

Service-Learning In Adapted Physical Activity: Student Experiences With And Without Course Integration, Courtney Jost, Nicole Fiscella Nicole Fiscella, Roxanne Bahn-Bales, Tze-Hsuan Wang, Jennifer Beamer, Jennifer Taylor, Willie Chun Wai Leung

Educational Practices in Kinesiology

Service-learning is widely used in adapted physical activity/education (APA/APE) courses to enhance student learning through community engagement. However, limited research has explored how the presence or absence of an APA/APE course influences students’ perceived learning, confidence, and engagement in inclusive physical activity settings. This quasi-experimental, cross-sectional study examined how course-enhanced and purely experiential models of a university-based APA service-learning program, PA PALS, shaped undergraduate students’ experiences. Students (N = 58) participated; 41.4% (n = 24) were concurrently enrolled in an APA/APE course (course-enhanced group), while 58.6% (n = 34) participated as volunteers (purely experiential group). A validated …


A Survey Of Lichen Native To Three Of Mississippi’S National Forests, William S. Granberry Iii May 2026

A Survey Of Lichen Native To Three Of Mississippi’S National Forests, William S. Granberry Iii

Honors Theses

Lichens are a major part of the environment for telling the air quality and the impact humans have on the environment. These signs go into how many species of lichen are present in a general area, and there has been a lack of a list of lichens that call Mississippi their home. The goal of this research is to help create this list through a survey of lichen in three of Mississippi’s National Forests: DeSoto, Homochitto, and Holly Springs. These three forests are ideal because they cover differing ecosystems and are in different parts of the state, heightening the chance …


Mechanisms Underlying Diversity In Bacterial Biofilms, Jacob David Holt May 2026

Mechanisms Underlying Diversity In Bacterial Biofilms, Jacob David Holt

Dartmouth College Ph.D Dissertations

Bacteria commonly exist in natural environments as communities of multiple strains and species attached to surfaces and encased in an extracellular matrix of DNA, protein, and polysaccharides–termed biofilms. These biofilms contribute to diverse functions, from ocean carbon cycling via chitin degradation to pathogenic processes such as wound or implant colonization. The molecular mechanisms governing biofilm formation and composition have been well characterized in model pathogenic organisms, yet the extent to which aspects of biofilm formation contribute to the assembly and maintenance of diverse communities remains less well understood. Using microfluidics, confocal microscopy, and model biofilm-forming bacteria, this thesis details how …


Windows Of Developmental Susceptibility To Tetrahydrocannabivarin (Thcv) Reveal Stage-Dependent Morphological And Biological Effects, Mirielle Clayton May 2026

Windows Of Developmental Susceptibility To Tetrahydrocannabivarin (Thcv) Reveal Stage-Dependent Morphological And Biological Effects, Mirielle Clayton

Honors Theses

Tetrahydrocannabivarin (THCV), a minor cannabinoid found in Cannabis sativa, is gaining attention for its potential therapeutic applications, yet its effects on early development remain poorly understood. This study investigated how the timing of THCV exposure influences morphological, behavioral, and bioaccumulation outcomes in zebrafish (Danio rerio) embryos. Embryos were exposed to 2 μM THCV during discrete developmental windows (6–30, 30–54, 54–78, 78–102) and continuous 6–102 hours post-fertilization (hpf), designed to model early stages of human gestation. Behavioral analysis using a larval photomotor response assay revealed significant reductions in locomotor activity during dark phases, with the strongest hypoactivity observed …


Challenges And Innovations In Tennis Coach Development: International Insights From Practitioners Across Continents, Miguel Crespo, Rafael Martinez-Gallego, Christine Nash May 2026

Challenges And Innovations In Tennis Coach Development: International Insights From Practitioners Across Continents, Miguel Crespo, Rafael Martinez-Gallego, Christine Nash

Journal of Coach Development

Tennis is a global sport with effective coaches being essential to the continued appeal, therefore the work of the coach developers within the International Tennis Federation (ITF) is crucial. This research examined the work and aspirations of coach developers in tennis using in-depth interviews with 10 ITF coach developers. Subsequently, we developed detailed pen portraits of two ITF coach developers at different levels of experience and engagement in order to highlight any differences in work, objectives or ambition. Findings from coach developers revealed three themes: support from ITF; barriers to learning; making learning less traditional. The pen portraits added further …


Skeletal Muscle Characteristics Long-Living Dwarf Mice In Response To High Fat Diet, Landon Schumacher, Matthew Johnston, Jaspreet Osan, Holly Brown-Borg May 2026

Skeletal Muscle Characteristics Long-Living Dwarf Mice In Response To High Fat Diet, Landon Schumacher, Matthew Johnston, Jaspreet Osan, Holly Brown-Borg

Arts & Sciences Undergraduate Showcase

Introduction: The effects of high fat diet (HFD; 60% kcal: fat) on skeletal muscle in mice with postnatal growth hormone deficiency is relatively unknown. We compared the tibialis anterior (TA) muscle from middle aged female Ames Dwarf and Wildtype mice fed HFD for 16 weeks and standard diet (STD; 10%: fat) to see the impacts of a HFD on inflammation and fibrotic formation in the musculature.   Methodology: Mice were euthanized after diet duration (age 10-12 months), and TAs were collected and frozen in OCT for cross-sectional cryosection. Ten um thick muscle was fixed to slides and stained with Oil Red-O …


From Sunshine To Sight Lost: Amd In North Dakota, Sidney J. Leciejewski, Diane Darland May 2026

From Sunshine To Sight Lost: Amd In North Dakota, Sidney J. Leciejewski, Diane Darland

Arts & Sciences Undergraduate Showcase

Age-related macular degeneration (AMD) is a progressive eye disease that directly harms the macula, which could eventually cause vision loss. The macula is an area on the back of the eye that contains cone cells, which allow for our color vision. Its location also allows us to have our central vision. There are two kinds: the dry and wet form, where the wet form is more extreme. The disease, itself, is highly prevalent in North Dakota, which is why it is important to note its causes and prevention methods. Some causes of AMD include genetic risks,  health risks, and metabolic …


The Ccu Disease Hunters: Putting Undergraduate Research To Work To Improve Community Health And Training The Next Generation Of Doctors, Paul E. Richardson May 2026

The Ccu Disease Hunters: Putting Undergraduate Research To Work To Improve Community Health And Training The Next Generation Of Doctors, Paul E. Richardson

Journal of the South Carolina Academy of Science

No abstract provided.


Table Of Contents May 2026

Table Of Contents

Journal of the South Carolina Academy of Science

No abstract provided.


Brachial Macroparasite Loads In Estuarine Young-Of-Year Striped Mullet (Mugil Cephalus), Triston Rice May 2026

Brachial Macroparasite Loads In Estuarine Young-Of-Year Striped Mullet (Mugil Cephalus), Triston Rice

Honors Theses

Climate change is a growing threat to marine habitats globally. One ecological impact that warming water temperatures poses is the increased metabolic rate of many parasite species. Their promoted reproductive and feeding rates could pose a threat to the stability of many host populations. Parasites of the gills, or brachial parasites, are especially concerning to fish populations globally. As parasitism is not limited to a specific taxon and comprises a large diversity of ecomorphs and behaviors, geographically distinct areas may be differentially affected by the changing prevalence of parasites. This study aimed to survey current brachial parasite abundance and prevalence …


Neuroprotective Effects Of Estradiol And Genistein And Interactions With Aromatase Inhibitions Post Cerebellar Lesion In Male Zebra Finches, Grace E. Thompson, Anthony P. Irovic May 2026

Neuroprotective Effects Of Estradiol And Genistein And Interactions With Aromatase Inhibitions Post Cerebellar Lesion In Male Zebra Finches, Grace E. Thompson, Anthony P. Irovic

Honors Theses

Across vertebrates, peripheral and brain-derived estradiol (E2) promotes neuroplasticity. After injury, E2 can be derived locally from testosterone via aromatase (AROM), an enzyme that is upregulated in glia at the site of neural injury. E2disrupts testicular function and elevates cancer and stroke risk, primarily via binding to estrogen receptor alpha (ER α). Genistein (GEN), a phytoestrogen, is similar to E2 but binds preferentially to estrogen receptor beta (ER β). It may offer neuroprotection without adverse effects of E2. We used adult male zebra finches (ZF) to model neuroprotective effects of E2 …


Beyond The Bug: How The Covid-19 Pandemic Exposed Longstanding Systemic Failures In The United States Workforce And Economy, Abbey M. Markley May 2026

Beyond The Bug: How The Covid-19 Pandemic Exposed Longstanding Systemic Failures In The United States Workforce And Economy, Abbey M. Markley

Honors Theses

The purpose of this thesis is to investigate and discuss how longstanding systemic failures in the United States exacerbated the effects the COVID-19 pandemic had on the American economy, essential healthcare workers, and overall public trust in institutions. A review of the existing literature surrounding this topic and the subsequent results of various studies were used to compose this thesis. The United States has a painful lack of worker protections and tends to view members of its workforce as expendable, even in times such as pandemic when they are deemed essential. Healthcare workers in particular faced increasing threats to their …


Antibiotic Resistance Patterns In Bacterial Isolates From Mississippi Gulf Coastal Environments, Lawler F. Horn May 2026

Antibiotic Resistance Patterns In Bacterial Isolates From Mississippi Gulf Coastal Environments, Lawler F. Horn

Honors Theses

Coastal environments host diverse microbial communities that play essential ecological roles but may also serve as reservoirs for antibiotic-resistant bacteria. This study investigated patterns of antibiotic resistance in microbial isolates collected from public beaches along the Mississippi Gulf Coast. A total of 143 bacterial isolates exhibited growth and were included in antibiotic susceptibility screening. High levels of antibiotic resistance were observed, with 137 of 143 isolates showing growth on vancomycin, 124 on amoxicillin, and 102 on erythromycin. Resistance to kanamycin (19/143 isolates) and tetracycline (33/143) was less common. Multidrug resistance was widespread, with 101 isolates (70.6%) resistant to three or …


Community Composition Of Antibiotic-Resistant Bacteria On The Mississippi Gulf Coast, Marisa Martin, Colin Jackson May 2026

Community Composition Of Antibiotic-Resistant Bacteria On The Mississippi Gulf Coast, Marisa Martin, Colin Jackson

Honors Theses

The Mississippi Gulf Coast is an important resource for transportation, economic development, and recreation. Given its economic and cultural importance, it is crucial to maintain clean and safe conditions along the coast for public health, but other than routine beach monitoring, few studies have examined microbial contamination of coastal waters in this region. This study aimed to determine the quantity, composition, and distribution of bacteria resistant to six different antibiotics (Vancomycin, Kanamycin, Tetracycline, Ciprofloxacin, Erythromycin, or Amoxicillin) in seawater at seven public beaches along the Mississippi Gulf Coast. No bacteria resistant to Ciprofloxacin were detected, and bacteria resistant to Kanamycin …


Invasive Macrofungi In The United States: A Mushrooming Crisis, Emily Torres May 2026

Invasive Macrofungi In The United States: A Mushrooming Crisis, Emily Torres

Student Theses 2015-Present

Globalization has accelerated the spread of invasive species, making them one of the largest contributors to biodiversity loss worldwide. While invasive macrofungi remain largely absent from scientific discourse on invasive species, they represent a growing ecological concern throughout the United States. Invasive macrofungi disrupt forest ecosystems, alter soil communities, and displace native fungi. Beyond these ecological impacts, their presence and establishment profoundly affect human-nature relationships, most notably mushroom foraging and cultivation practices. This paper adopts a multidisciplinary approach to examine the ecological, economic, and anthropogenic impacts of invasive macrofungi in the United States. Chapter 1 provides a quantitative overview of …


Atomoxetine Enhances Specific Dimensions Of Cognitive Performance In A Rodent Strategy Shifting Assay, Jessica Ivanov May 2026

Atomoxetine Enhances Specific Dimensions Of Cognitive Performance In A Rodent Strategy Shifting Assay, Jessica Ivanov

Rowan-Virtua Research Day

Title: Atomoxetine enhances specific dimensions of cognitive performance in a rodent strategy shifting assay

Authors: Jessica Ivanov, Christopher P. Knapp, Barry D. Waterhouse, Rachel L. Navarra

Objective: Cognitive flexibility, a domain of executive function, supports adaptive shifts in behavior in response to changing environmental demands and task contingencies. Deficits in this capacity are common to neuropsychiatric disorders such as Attention Deficit Hyperactivity Disorder (ADHD), where improper regulation of the catecholamine transmitters dopamine (DA) and norepinephrine (NE) within the prefrontal cortex (PFC) has been implicated. Atomoxetine (ATX), a selective NE transporter (NET) inhibitor, elevates levels of NE and DA in the …


Isolation And Quantification Of Rna From Extracellular Vesicles Derived From A549 Human Non-Small Cell Lung Cancer Cells Using Ultracentrifugation, Yousef Dimian, Vanessa Pizutelli, Dimitri Pestov May 2026

Isolation And Quantification Of Rna From Extracellular Vesicles Derived From A549 Human Non-Small Cell Lung Cancer Cells Using Ultracentrifugation, Yousef Dimian, Vanessa Pizutelli, Dimitri Pestov

Rowan-Virtua Research Day

Extracellular vesicles (EVs) have gained attention as potential diagnostic tools due to their presence in body fluids and their ability to carry nucleic acids, including RNA. EV-derived RNA, particularly ribosomal RNA (rRNA), may reflect cellular stress and disease states, making it a promising biomarker1, 2. This project focuses on optimizing methods to isolate EVs and quantify their RNA content using human cell culture models. Differential ultracentrifugation was used to separate vesicle populations based on size, followed by RNA extraction and quantification using a high-sensitivity assay. Initial experiments using media from three 150 mm culture dishes yielded no detectable RNA, whereas …


Invisible Shipwrecks And Neurological Endangerment: The Trade-Off In Seeking Asylum - Reframing The Neurobiological Cost Of Forced Migration, Eisha Giran May 2026

Invisible Shipwrecks And Neurological Endangerment: The Trade-Off In Seeking Asylum - Reframing The Neurobiological Cost Of Forced Migration, Eisha Giran

CISLA Senior Integrative Projects

Forced migration along the Spain–Morocco route represents one of the most visible humanitarian crises of the twenty-first century, yet its neurological dimensions remain insufficiently examined. This paper investigates how prolonged displacement and trauma reshape neural systems involved in stress regulation, memory, and emotional processing. It introduces the concept of neurological endangerment, defined as a condition of prolonged and inescapable threat exposure during forced migration in which stress-response systems remain chronically activated, opportunities for recovery are structurally constrained, and cumulative neurobiological risk persists beyond the period of immediate danger.

To address the gap between biological measurement and lived experience, this paper …


A Conserved Role For Cyclin C In Regulated Cell Death Across Yeast And Humans, Samar Emami, David Stieg, Daniel Smethurst, Justin Bauer, Randy Strich May 2026

A Conserved Role For Cyclin C In Regulated Cell Death Across Yeast And Humans, Samar Emami, David Stieg, Daniel Smethurst, Justin Bauer, Randy Strich

Rowan-Virtua Research Day

Background: Programmed cell death (PCD) is a tightly regulated process that maintains tissue homeostasis and eliminates damaged, infected, or malignant cells. A key regulator of this process is Cyclin C (CCNC), which functions as a component of the mediator complex to regulate gene transcription. During cellular stress, CCNC translocates from the nucleus to the mitochondria, where it associates with Dnm1 to promote mitochondrial fragmentation and  apoptosis.

Objective: This study aimed to unravel conservation of CCNC’s function between yeast and humans by investigating whether human CCNC can induce apoptosis in yeast and whether it does so through interaction with …


Identification Of Genes Regulating The Gli Protein Tra-1 In ​Caenorhabditis Briggsae Through A Genetic Suppressor Screen​, Alexander Glenn Cabrera, Sanese Brown-White, Ronald Ellis May 2026

Identification Of Genes Regulating The Gli Protein Tra-1 In ​Caenorhabditis Briggsae Through A Genetic Suppressor Screen​, Alexander Glenn Cabrera, Sanese Brown-White, Ronald Ellis

Rowan-Virtua Research Day

BACKGROUND:
Gli proteins are conserved transcription factors that regulate cell fate, proliferation, and patterning. In Caenorhabditis briggsae, the Gli protein TRA-1 functions as the terminal regulator of the sex-determination pathway to control sexual development. These nematodes lack Hedgehog signaling, so TRA-1 is regulated by other factors. The missense mutation tra-1(v48) disrupts TRA-1 activator function, resulting in complete feminization of XX animals, which would otherwise be hermaphrodites.

HYPOTHESIS:
Suppressor screens using tra-1(v48) mutants will identify novel cofactors required for TRA-1–mediated Gli activation and spermatogenesis.

METHODS:
Ethyl methanesulfonate (EMS) mutagenesis was performed on tra-1(v48) strains to induce random mutations. Dominant suppressors were …


The Longevity Of Dna From Bloodstains And Its Forensic Implications, Nadia Walter May 2026

The Longevity Of Dna From Bloodstains And Its Forensic Implications, Nadia Walter

Senior Honors Theses

Human DNA is valuable forensic evidence, helping to solve a wide range of cases. It is often sourced from biological fluids found at a scene such as blood, saliva, semen, and urine. Many different factors can influence the longevity of DNA sourced from bloodstains, including the type of substrate, storage conditions, and weather. The quality of a DNA sample from a bloodstain found at a crime scene may influence its admissibility in court.

Original research was done on a surgical table from the last major battle of the American Civil War, extracting DNA from latent bloodstains. Some full profiles were …


Effect Of Accelerated Adaptation Programs On Feedlot Performance And Health Of Steers Drenched With Megasphaera Elsdenii And Quantifying And Partitioning Multi-Year Carbon Dioxide And Methane Fluxes In A Grazed Temperate Pasture, Rebecca Mcdermott May 2026

Effect Of Accelerated Adaptation Programs On Feedlot Performance And Health Of Steers Drenched With Megasphaera Elsdenii And Quantifying And Partitioning Multi-Year Carbon Dioxide And Methane Fluxes In A Grazed Temperate Pasture, Rebecca Mcdermott

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

With strong consumer demand for beef and increasing concern about the environmental impacts of beef production, improving production efficiency and advancing the understanding of the environmental footprint are critical for the long-term sustainability of beef production systems. The first experiment evaluated the effect of accelerated adaptation strategies, using energy intake and cattle behavior, on feedlot performance, carcass characteristics, and health of yearling steers drenched with exogenous Megasphaera elsdenii. Accelerated adaptation programs (0, 7, or 14 d transition to 100% finisher) were compared to a traditional 21-d adaptation. Dry matter intake responded quadratically across treatments, with the greatest intake observed in …


Predicting And Decoding Allosteric Binding Sites Using Protein Language Models And Structure-Based Machine Learning: An Energy Landscape-Guided Explainable Ai Framework, Kamila Riedlová, Vít Skrhák, William G. Gatlin, Max Ludwick, Lucas Turano, Marian Novotný, David Hoksza, Gennady M. Verkhivker May 2026

Predicting And Decoding Allosteric Binding Sites Using Protein Language Models And Structure-Based Machine Learning: An Energy Landscape-Guided Explainable Ai Framework, Kamila Riedlová, Vít Skrhák, William G. Gatlin, Max Ludwick, Lucas Turano, Marian Novotný, David Hoksza, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

Computational prediction of allosteric binding sites in protein structures remains a persistent challenge, as these regulatory pockets evade detection by both sequence-based and structure-based algorithms. Both computational and physical origins of this predictive asymmetry remain insufficiently understood. In this study, we systematically examine the determinants of binding site predictability using a dual framework that integrates a fine-tuned protein language model and the structure-based method P2Rank as complementary tools probing a diverse data set of 453 human kinases, together with a physics-based interpretability layer derived from energy landscape frustration analysis. Both predictors exhibit a sharp and reproducible dichotomy on protein kinases, …