Digital Commons Network^™

Connecting The Dots Between Narcissism And Fame Appeal: The Role Of Imaginary Audience Fantasies, Dara Greenwood, Qiana Archer, Sydney Ash, Julian Paul Keenan

Department of Biology Faculty Scholarship and Creative Works

Background:
Although prior research has found a significant association between narcissistic tendencies and fame interest, details regarding the particular nature of this relationship remain to be elucidated. The present online survey study (N = 355) replicates and extends prior research examining the links between two subtypes of narcissism and fame appeal. Specifically, we distinguish between grandiose and vulnerable narcissism, as predictors of Visibility, Status, and Prosocial domains of fame appeal. Further, we examine the potential mediating role of imaginary audience fantasies.

Participants and procedure:
Participants were drawn from a student sample (74% female-identifying) aged 18 to 25 who completed an …

Contraceptive Hormone Influences On The Role Of Primary Reinforcement And Reinforcer-Enhancement In Nicotine Self-Administration, Kathleen Robin Mcnealy

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

Hormonal contraceptives contain a synthetic estrogen (e.g., ethinyl estradiol/EE) and/or a synthetic progestin (e.g., levonorgestrel/LEVO) and can exacerbate nicotine intake. However, whether altered intake reflects changes in nicotine reinforcement or enhancement by nicotine of co-occurring reinforcers is unknown. This reinforcer-enhancement effect is evidenced in rats when nicotine self-administration is increased by the presence of a visual stimulus (VS) reinforcer. This dissertation examined the effects of EE and LEVO on nicotine reinforcement and reinforcer-enhancement in ovary-intact female Sprague-Dawley rats. Rats were implanted with a jugular catheter and assigned to receive daily injections of EE (Vehicle, 0.125 [Low], or 0.18 [High] μg/day; …

Analysis Of Mybl1, E2f5, And, Maf1 Gene Relationships In Triple-Negative Breast Cancer, Kathy N. Dang

Theses (2016-Present)

Breast cancer is a highly heterogeneous disease, and is commonly diagnosed among many women and men around the world. Triple-negative breast cancer (TNBC) is a malignant form of breast cancer that currently remains a clinical challenge due to its difficult prognosis and treatment options. MYBL1, a gene that contributes to progression of tumors, was discovered in prior studies as an essential transcriptional factor that involves high levels of MYBL1 gene expression in TNBC. MYBL1 can be located on chromosome 8q locus, along with two other genes selected for this specific study, identified as E2F5 and MAF1. This chromosome of interest …

Tac4 Analyses Of Mybl1 Knockdown In Mda Mb231 Cells And Identification And Validation Of E2f4 And Tp53 Differential Gene Expression, Emmanuel Butler

Theses (2016-Present)

Triple-Negative Breast Cancer (TNBC) is known to be the most aggressive subtype of breast cancer, accounting for 15–20% of cases. In TNBC, three receptors commonly associated with breast cancer—estrogen receptors (ER), progesterone receptors (PR), and human epidermal growth factor receptor 2 (HER2neu)—are under-expressed. Earlier studies identified MYBL1 as a major transcriptional activator overexpressed in TNBC, playing a critical role in tumor growth, differentiation and apoptosis. In previous research conducted by our lab, MYBL1 was knocked down in a TNBC cell line and the dataset saved for future use. In the current study, we re-analyzed the dataset and identified E2F4 and …

Neutrophil Exosomes: New Pathogenic Entities In Copd, Tiera L. Isom

Theses (2016-Present)

Chronic obstructive pulmonary disease (COPD) is a progressive respiratory disease that leads to chronic inflammation and, in turn, a high level of comorbidity and healthcare expense. An increasing body of evidence involves neutrophils, as well as their exosomes, in lung damage exacerbation via the protease-mediated degradation of the extracellular matrix (ECM). We hypothesize that the PMN-exosomes would be significantly increased in the active smoker COPD patient and that they would enhance disease progression by augmenting the proteolytic cascade and tissue damage. This multi-center clinical study included a total of 46 veterans separated into four cohorts: active smoking COPD patients, COPD …

Arkansas Soybean Performance Tests 2024, J. F. Carlin, R. D. Bond, T. C. Swanson, J. C. Mccoy

Arkansas Agricultural Experiment Station Research Series

Soybean variety and strain performance tests are conducted each year in Arkansas by the University of Arkansas System Division of Agriculture’s Arkansas Crop Variety Improvement Program. The tests provide information to companies developing varieties and/ or marketing seed within the state and aid the Arkansas Cooperative Extension Service in formulating variety recommendations for soybean producers.

Oregon Vegetation Change 1851 – 2023, Ray L. Brunner, Eleanor P. Gaines

Institute for Natural Resources Publications

This effort compares the total area and spatial overlap between vegetation classes in existing vegetation maps of different eras to provide insight into possible changes in vegetation cover between 1851 and 2023 (Table 1). There are significant differences between the classifications and methods used to make each map, so we focus here on research questions that:
a) relate to at least one specific Key Habitat, and
b) where there is existing research suggesting that the specific pattern investigated is true, and
c) where the differences between the vegetation classifications compared are expected to be smaller than the differences over time. …

Applications Of Archaeal Antioxidant Coenzyme M As An Agricultural Biostimulant, Jeremy Hunter Brown

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

As the demand to meet global food security goals continue to increase, the need to increase efficiency and productivity of agricultural output also rises. This calls for innovative and cost-effective methods for improving plant growth and yield. Here we explore how antioxidants, molecules that inhibit oxidation and are necessary for redox based signaling and redox homeostasis, can be utilized as chemical biostimulants. Specifically, we investigated Coenzyme M, an antioxidant from archaea that holds potential economic advantages over other antioxidants. Chapter 1 provides a comprehensive review of antioxidants and how exogenously application of them affects plant growth and biology, highlighting the …

Influence Of Nitrogen And Phosphorus Rates On The Growth Of Water Hyacinth (Pontederia Crassipes Mart.), Mary Joy M. Abit, Rene Franchesca A. Pilar, Analiza Henedina M. Ramirez

The Philippine Agricultural Scientist

Research has been conducted globally to investigate the growth and colonization patterns of Pontederia crassipes Mart. This research aimed to examine the impact of varying rates of nitrogen (N) and phosphorus (P) on the growth of P. crassipes and determine the nutrient levels that would result in the greatest growth response. P. crassipes plants were placed in plastic containers filled with 5 L of distilled water. Nitrogen and phosphorus were applied separately at varying concentrations. Specifically, N was added at 0, 10, 20, 30, 40, or 50 mg L^-1 and P at 0, 1, 3, 5, 7, or 9 …

Morphoanatomy And Phenoplasticity Of Cardamine Hupingshanensis (Brassicaceae) Under Cadmium Stress, Yafen Han, Florfe M. Acma, Maria Melanie M. Guiang, Chris Rey M. Lituanas, Fulgent P. Coritico, Victor B. Amoroso

The Philippine Agricultural Scientist

Using a soil culture method, this study investigated the morphoanatomical responses and phenotypic plasticity of Cardamine hupingshanensis (Brassicaceae) under different cadmium (Cd) concentrations. Root morphological indices initially increased at low Cd levels but decreased as Cd concentrations rose, exhibiting a low-promoting and high-inhibiting effect. Leaf morphology and biomass peaked at 5 or 10 mg kg^-1 Cd before decreasing at higher concentrations but were still significantly higher than the control (P < 0.05). Anatomical structure analysis revealed no significant difference at 5 mg kg^-1 Cd; however, at ≥ 100 mg kg^-1 Cd, epidermal and spongy tissue thickness differed significantly from the control. Correlation analysis indicated a significant positive correlation between …

Implementation Of Organic Rice Farming Based On Local Wisdom In Bali Province, Indonesia, Gede Sedana, Ketut Wirawan, Naori Miyazawa

The Philippine Agricultural Scientist

The Green Revolution has significantly contributed to agricultural development. However, it has also caused environmental damage due to excessive use of agricultural inputs and land exploitation. To promote sustainability in line with the Sustainable Development Goals (SGDs), organic farming has been recommended to improve and maintain agroecosystems. In Bali Province, Indonesia, the concept of Tri Hita Karana (THK), a form of local wisdom, has guided farmers in implementing the System of Rice Intensification (SRI) technique introduced by the government. This study explored how organic rice farming integrates local wisdom, assessed farmers’ knowledge and attitudes towards SRI, and examined government support …

The Evolution And Continued Monitoring Of Seagrass Meadows In Higher Town Bay, Isles Of Scilly, United Kingdom, Alex Mallinson

The Plymouth Student Scientist

The pressures of modern society have been proven to have widespread negative effects on worldwide seagrass meadows, thus necessitating an increased need for the accurate and long-term monitoring of sites of special interest. These monitoring programs have typically relied on the in-situ measurement of individual seagrass plants. However, technological advancements have increased the prevalence of new surveying techniques, including satellite imagery, aerial photography and bathymetric measurement. With the advent of machine learning, the processing of these methods has increased in efficiency and become more objective in nature, transforming the way surveys are being undertaken. This study focuses on the unique …

Insulin Receptor Responsiveness Governs Tgfβ-Induced Hepatic Stellate Cell Activation: Insulin Resistance Instigates Liver Fibrosis, Wang-Hsin Lee, Evelyn A. Bates, Zachary A. Kipp, Sally Pauss, Genesee J. Martinez, Cheavar A. Blair, Terry D. Hinds Jr.

Markey Cancer Center Faculty Publications

The insulin receptor (INSR) has been shown to be hyperactive in hepatic stellate cells (HSCs) in humans and rodents with liver fibrosis. To explore HSC cellular mechanisms that INSR regulates during pro-fibrotic stimulation, we used CRISPR-Cas9 technology. We knocked out a portion of the INSR gene in human LX2 HSC cells (INSRe5- 8 KO) that regulates insulin responsiveness but not the insulin-like growth factor (IGF) or transforming growth factor-β (TGFβ) signaling. The INSRe5- 8 KO HSCs had significantly higher cell growth, BrdU incorporation, and lower TP53 expression that suppresses growth, and they also exhibited increased migration compared to the Scramble …

Exploring Oxylipins In Host–Microbe Interactions And Their Impact On Infection And Immunity, Robert J. Neff, Christopher D. Radka

Markey Cancer Center Faculty Publications

Plasma lipids are essential components of biological systems, transported through interactions with proteins to maintain cellular functions. These lipids exist in various forms, such as fatty acids, glycerolipids, glycerophospholipids, sphingolipids, sterols, and prenol lipids, derived from dietary intake, adipose tissue, and biosynthesis. While the association between certain fatty acids and cardiovascular diseases has been widely recognized, polyunsaturated fatty acids (PUFAs) exhibit cardioprotective effects, reducing risks of arrhythmias and heart-related mortality. This is due to their role in the production of eicosanoids, which modulate inflammation. Chronic inflammation, particularly in obesity, is significantly influenced by fatty acids, with saturated fatty acids promoting …

Predicting The Pathway Involvement Of Compounds Annotated In The Reactome Knowledgebase, Erik D. Huckvale, Hunter N. B. Moseley

Markey Cancer Center Faculty Publications

Background/Objectives: Pathway annotations of non-macromolecular (relatively small) biomolecules facilitate biological and biomedical interpretation of metabolomics datasets. However, low pathway annotation levels of detected biomolecules hinder this type of interpretation. Thus, predicting the pathway involvement of detected but unannotated biomolecules has a high potential to improve metabolomics data analysis and omics integration. Past publications have only made use of the Kyoto Encyclopedia of Genes and Genomes-derived datasets to develop machine learning models to predict pathway involvement. However, to our knowledge, the Reactome knowledgebase has not been utilized to develop these types of predictive models.

Methods: We created a dataset ready for …

Computational Design And In Vitro And In Vivo Characterization Of An Apoe-Based Synthetic High-Density Lipoprotein For Sepsis Therapy, Ling Guo, Yaxia Yuan, Fang Zhang, Chang-Guo Zhan, Xiangan Li

Markey Cancer Center Faculty Publications

Introduction: Septic patients have low levels of high-density lipoproteins (HDLs), which is a risk factor. Replenishing HDLs with synthetic HDLs (sHDLs) has shown promise as a therapy for sepsis. This study aimed to develop a computational approach to design and test new types of sHDLs for sepsis treatment. Methods: We used a three-step computational approach to design sHDL nanoparticles based on the structure of HDLs and their binding to endotoxins. We tested the efficacy of these sHDLs in two sepsis mouse models—cecal ligation and puncture (CLP)-induced and P. aeruginosa-induced sepsis models—and assessed their impact on inflammatory signaling in cells. Results: …

Artesunate Enhances The Efficacy Of Enzalutamide In Advanced Prostate Cancer, Xinyi Wang, Jinghui Liu, Fengyi Mao, Yifan Kong, Qiongsi Zhang, Chaohao Li, Daheng He, Chi Wang, Yanquan Zhang, Ruixin Wang, Sally R. Ellingson, Qiou Wei, Zhiguo Li, Xiaoqi Liu

Markey Cancer Center Faculty Publications

Prostate cancer (PCa) is one of the leading causes of death among men worldwide. Treatments targeting the androgen receptor pathway remain the standard therapy for PCa patients. Enzalutamide (ENZ), a second-generation androgen receptor inhibitor, was developed to treat castration-resistant prostate cancer. However, while patients initially respond to ENZ, drug resistance typically develops within a few months. Artesunate (ART), a semisynthetic derivative of the Artemisinin plant, is approved for antimalaria treatment. In this study, we conducted an FDA-approved drug screening and identified ART as a potential candidate for overcoming ENZ resistance in PCa. Mechanistically, ART induces the degradation of c-Myc, enhancing …

Optimizing Biofungicide Use In Managing Winegrape Powdery Mildew On The Central Coast Of California, Edgar G. Godoy Monterroso

Master's Theses

Grapevine powdery mildew caused by the fungal pathogen Erysiphe necator is a persistent threat to wine grape production in California. While synthetic fungicides remain the primary management strategy, increasing concerns over pesticide resistance, environmental impact, and regulatory restrictions have driven interest in biofungicides as a sustainable alternative. However, their efficacy is inconsistent, requiring research into optimized application strategies, integration with synthetic fungicides, and their effects on disease suppression, grape yield, and fruit quality.

This two-year study (2023–2024) was conducted at two vineyard sites, Trestle Vineyard in the San Luis Obispo Coast AVA and a commercial vineyard in the Arroyo Grande …

Pharmacodynamics Of Aspirin Through Gestation: Predictors Of Aspirin Response And Association With Pregnancy Outcome, A Prospective Cohort Study, Rupsa C. Boelig, Emily Foecke Munden, Tingting Zhan, Steven E. Mckenzie, Walter K. Kraft

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Low-dose aspirin is recommended for prevention of hypertensive disorders of pregnancy (HDP) and preterm birth (PTB) in high-risk pregnancies. There is limited data on factors impacting aspirin response in pregnancy. We aimed to evaluate predictors of aspirin response and association with pregnancy outcome with a prospective study of high-risk pregnancies taking 81 mg aspirin daily. Aspirin response was evaluated with Platelet Function Assay-100 (PFA-100) epinephrine closure time at baseline (< 16 weeks' gestation), follow-up 1 (2-4 weeks after aspirin initiation), and follow-up 2 (28-32 weeks gestation). Multivariable regression was used to identify factors associated with PFA-100 at each visit, and results presented with beta coefficient (B) and confidence interval. The median difference (MD) in PFA-100 in those with and without HDP or PTB was compared. Results included 108 who completed follow-up 1 and 96 who completed both visits with > 75% adherence. PFA-100 was increased from baseline at follow-ups 1 and 2 (MD 37 (27-49); MD 26 (15.5-38.5) respectively). At follow-up 1, obesity (B = -30 (-53 to -7) seconds), …

Disrupting Tymp-Mediated Pathways To Block Lymph Node Metastasis In Ovarian Cancer, Emine Bayraktar

Dissertations and Theses (Open Access)

Historically, ovarian cancer (OC) was thought to metastasize by surface-to-surface spread, but recent developments have yielded a new understanding of the paths of metastatic spread. In epithelial ovarian cancer, the mechanisms driving lymph node (LN) metastasis are poorly understood, and it remains unclear whether omental metastasis occurs in parallel with LN metastasis. Utilizing comparative transcriptomic and proteomic profiling of primary tumors, LN metastases, and omental metastases, we identified significant upregulation of thymidine phosphorylase (TYMP) in LN metastases compared to primary and omental tumor sites. Functional studies in murine models demonstrated that TYMP silencing significantly suppressed LN metastasis, underscoring TYMP as …

Treating Ground Water For Agricultural And Individual Consumption, Gabby Miller, Bronson Scott, Michael Clawson

Biomedical Engineering

This project, conducted in collaboration with Cal Poly seniors and Da Vinci High School students, aims to develop a solar-powered groundwater purification system. This system is designed to provide clean water for agricultural use and individual consumption, addressing the growing concerns of groundwater contamination and accessibility needs. The final prototype integrates a gravity filtration system combined with chemical purification, utilizing aluminum sulfate and chlorine to remove particulates, bacteria, and organic compounds.

The research phase involved an extensive review of groundwater contamination issues, existing filtration technologies, and market analysis. Key design constraints included cost-effectiveness, ease of maintenance, and minimal energy consumption, …

Experimental Approaches To Investigate Biophysical Interactions Between Homeodomain Transcription Factors And Dna, Fadwa Mekkaoui, Robert A. Drewell, Jacqueline M. Dresch, Donald E. Spratt

Chemistry

Homeodomain transcription factors (TFs) bind to specific DNA sequences to regulate the expression of target genes. Structural work has provided insight into molecular identities and aided in unraveling structural features of these TFs. However, the detailed affinity and specificity by which these TFs bind to DNA sequences is still largely unknown. Qualitative methods, such as DNA footprinting, Electrophoretic Mobility Shift Assays (EMSAs), Systematic Evolution of Ligands by Exponential Enrichment (SELEX), Bacterial One Hybrid (B1H) systems, Surface Plasmon Resonance (SPR), and Protein Binding Microarrays (PBMs) have been widely used to investigate the biochemical characteristics of TF-DNA binding events. In addition to …

Critical Evaluation Of Falsehoods In Physiology Using Ai, Jean-Philippe Berteau, Michael Mcgee

Open Educational Resources

The document outlines a structured approach for general health sciences students, including both undergraduates and graduates, to critically evaluate falsehoods in physiology using AI tools. Applicable to biology and other life sciences, the exercises are divided into three parts, each designed to enhance critical thinking and evidence-based decision-making. Part 1 focuses on debunking biological myths, such as the idea that muscle turns into fat if you stop exercising, by generating and refining AI responses. Part 2 involves using AI to gather and verify evidence-based information on health science myths, like homeopathy's efficacy in treating low back pain, emphasizing the importance …

A System Dynamics Model For Predicting African Armyworm Occurrence And Population Dynamics, Bonoukpoè Mawuko Sokame, Brian Kipkorir, Komi Mensah Agboka, Saliou Niassy, Yeneneh Belayneh, Maged Elkahky, Henri E.Z. Tonnang

All Peer-Reviewed Publications

This study develops a comprehensive system dynamics model to predict and manage African armyworm (Spodoptera exempta) outbreaks, a major threat to cereal crops across Africa. We applied system dynamics approache with its archetypes (causal loop diagram (CLD), reinforcing (R) and balancing (B)) to analyse the population dynamics of the pest. The VENSIM modelling platform (Ventana Systems Inc., DSS 8.2) was used to implement the models and carry out the simulations. The research integrates extensive data from 1980 to 2023, encompassing the African armyworm's life cycle stages, climatic variables, and intervention strategies, to simulate potential outbreak scenarios and evaluate the impacts …

Arkansas Soybean Research Studies 2023, Jeremy Ross

Arkansas Agricultural Experiment Station Research Series

The 2023 Arkansas Soybean Research Studies includes research reports on topics pertaining to soybean across several disciplines from breeding to post-harvest processing. Research reports contained in this publication may represent preliminary or only data from a single year or limited results; therefore, these results should not be used as a basis for long-term recommendations.

Several research reports in this publication will appear in other University of Arkansas System Division of Agriculture’s Arkansas Agricultural Experiment Station publications. This duplication is the result of the overlap in research coverage between disciplines and our effort to inform Arkansas soybean producers of the research …

Evolution Of Mate Guarding Intensity In Crickets As A Possible Adaptation To Sexual Conflict Over Sperm Transfer, Bert Foquet, Jack Thomas Mckermitt, John Hunt, Ben M. Sadd, Scott K. Sakaluk

Faculty Publications – Biological Sciences

Mate guarding is a common behavioral adaptation in males to ensure mating or to hinder current partners from remating with rival males. In the decorated cricket, Gryllodes sigillatus, males transfer a spermatophore to females at mating, comprising a sperm-containing ampulla enveloped in a large gelatinous mass, the spermatophylax, that serves as a nuptial food gift for the female. Males guard the female while she feeds on the nuptial gift and while sperm are evacuated from the ampulla into her reproductive tract. Mate guarding behavior functions to prevent competitors from mating with the female but may also represent a behavioral …

The Cure-Comm Framework: A Guide For Infusing Cures With Science Communication, Rebekka Darner, Ebenezer Korkor

Faculty Publications – Biological Sciences

Researchers have employed diverse instructional strategies to impart science communication (SciComm) skills, a cherished 21st-century skill into undergraduate students. We reviewed the pedagogical strategies used in developing SciComm skills in undergraduates. This review revealed that analyzing data and scientific literature, increasing exposure to multiple writing contexts, providing multiple opportunities to present findings orally, and providing feedback are used to teach SciComm skills. Many instructors who implement course-based undergraduate research experiences (CURE) report improved SciComm skills as one of the benefits of CUREs. To decipher points of intersection among CUREs and SciComm pedagogical strategies, we also reviewed the literature on pedagogical …

Segregating Sites Enhance Accuracy Of Species Abundance Estimates From Edna, Kara J. Andres

Faculty Publications – Biological Sciences

Species abundance is a fundamental metric in ecology and conservation. Assessing how populations change across space time enables the identification of population trends and informs management and conservation decisions. However, measuring species abundance can be a challenging task, with logistical constraints, sampling biases, and detection limits inhibiting meaningful abundance estimates. Environmental DNA (eDNA) approaches have improved our ability to monitor species presence and biodiversity and may also serve as a tool for measuring species abundance. However, abundance estimates from eDNA typically rely on the correlation between species abundance and the concentration of target species' DNA in a sample, which may …

Safety And Efficacy Of Dtx401, An Aav8-Mediated Liver-Directed Gene Therapy, In Adults With Glycogen Storage Disease Type I A (Gsdia), David A Weinstein, Terry G Derks, David F Rodriguez-Buritica, Ayesha Ahmad, María-Luz Couce, John J Mitchell, Rebecca Riba-Wolman, Malaya Mount, Julieta Bonvin Sallago, Katalin M Ross, Melanie M Van Der Klauw, Foekje De Boer, Caroline Van Der Schaaf, Heather Saavedra, Miguel Martínez-Olmos, Elvis Atanga, Asad Hosseini, Deepali Mitragotri, Eric Crombez

Faculty, Staff and Student Publications

Glycogen storage disease type Ia (GSDIa) is a rare, life‐threatening, inherited carbohydrate metabolism disorder caused by glucose‐6‐phosphatase (G6Pase) deficiency, which is essential for glycogenolysis and gluconeogenesis. GSDIa management includes a strict medically prescribed diet that typically includes daily uncooked cornstarch doses, including overnight, to maintain euglycemia. DTX401 is an investigational adeno‐associated virus serotype 8 vector expressing the human G6PC1 gene that encodes G6Pase. This open‐label, phase 1/2, dose‐escalation, 52‐week gene therapy trial evaluated the safety and efficacy of a single DTX401 infusion in 12 adults with GSDIa (ClinicalTrials.gov Identifier: NCT03517085). Three participants in Cohort 1 received DTX401 2.0 × …

Comparison Of Deep Learning And Traditional Machine Learning Models For Predicting Mild Cognitive Impairment Using Plasma Proteomic Biomarkers, Kesheng Wang, Donald A. Adjeroh, Wei Fang, Suzy M. Walter, Danqing Xiao, Ubolrat Piamjariyakul, Chun Xu

Health & Biomedical Sciences Faculty Publications

Mild cognitive impairment (MCI) is a clinical condition characterized by a decline in cognitive ability and progression of cognitive impairment. It is often considered a transitional stage between normal aging and Alzheimer’s disease (AD). This study aimed to compare deep learning (DL) and traditional machine learning (ML) methods in predicting MCI using plasma proteomic biomarkers. A total of 239 adults were selected from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) cohort along with a pool of 146 plasma proteomic biomarkers. We evaluated seven traditional ML models (support vector machines (SVMs), logistic regression (LR), naïve Bayes (NB), random forest (RF), k-nearest neighbor …