Diseases Commons^™

Autoradai: A Versatile Artificial Intelligence Framework Validated For Detecting Extracapsular Extension In Prostate Cancer, Pegah Khosravi, Shady Saikali, Abolfazl Alipour, Saber Mohammadi, Maxwell Boger, Dalanda M. Diallo, Christopher J. Smith, Marcio C. Moschovas, Iman Hajirasouliha, Andrew J. Hung, Srirama S. Venkataraman, Vipul Patel

Publications and Research

Preoperative identification of extracapsular extension (ECE) in prostate cancer (PCa) is crucial for effective treatment planning, as ECE presence significantly increases the risk of positive surgical margins and early biochemical recurrence following radical prostatectomy. AutoRadAI, an innovative artificial intelligence (AI) framework, was developed to address this clinical challenge while demonstrating broader potential for diverse medical imaging applications. The framework integrates T2-weighted MRI data with histopathology annotations, leveraging a dual convolutional neural network (multi-CNN) architecture. AutoRadAI comprises two key components: ProSliceFinder, which isolates prostate-relevant MRI slices, and ExCapNet, which evaluates ECE likelihood at the patient level. The system was trained and …

Optimization Of Reaction Conditions For Synthesizing Kasa-Targeting Drug Candidates For Tuberculosis Treatment, Megan A. Baxter

Research and Creativity Symposium

Tuberculosis (TB) remains a global health challenge, with increasing drug resistance pressing for the development of novel treatments. KasA, a key enzyme in mycobacterial fatty acid biosynthesis, is a promising drug target for TB treatment. This research focuses on the design and synthesis of potential KasA inhibitors, specifically optimizing reaction conditions to efficiently produce 1-methyl-6-aminoindazole. This molecule is an intermediate in the synthesis of drugs targeting TB. Characterization of synthesized compounds is performed using NMR, mass spectrometry, and gas chromatography to confirm structure and purity. The first step involved optimizing the solvent and base for the methylation of nitroindazole. We …

A Pioneering Artificial Intelligence Tool To Predict Treatment Outcomes In Ovarian Cancer Via Diagnostic Laparoscopy, Xiaotian Ma, Yu-Chun Hsu, Amma Asare, Kai Zhang, Deanna Glassman, Katelyn F Handley, Katherine Foster, Khwahish Sharma, Shannon Westin, Amir Jazaeri, Nicole D Fleming, Pratip K Bhattacharya, Xiaoqian Jiang, Anil K Sood, Shayan Shams

Faculty, Staff and Student Publications

Ovarian cancer is associated with high rates of patient mortality and morbidity. Laparoscopic assessment of tumor localization can be used for treatment planning in newly diagnosed high-grade serous ovarian carcinoma (HGSOC). While spread to multiple intra-abdominal areas is correlated with worse outcomes, whether other morphological tumor differences are also associated with patient outcomes is unknown. Given the large volume of visual information in laparoscopic videos, we investigated whether deep-learning models can capture implicit features and predict treatment outcomes. We developed a novel deep-learning framework using pre-treatment laparoscopic images to assess clinical outcomes following upfront standard treatment, defined as short progression-free …

Leveraging Lower Body Negative Pressure For Enhanced Outcomes In Orthopedic Arthroplasty—Insights From Nasa’S Bone Health Research, Phani Paladugu, Rahul Kumar, Tamer Hage, Swapna Vaja, Tejas Sekhar, Samuel Weisberg, Kyle Sporn, Ethan Waisberg, Joshua Ong, Amar S. Vadhera, Mouayad Masalkhi, Ryung Lee, Chirag Gowda, Ram Jagadeesan, Nasif Zaman, Alireza Tavakkoli

SKMC Student Presentations and Publications

Exposure to microgravity causes rapid bone loss and muscle atrophy, posing serious challenges for long-duration spaceflight. In response, NASA developed countermeasures such as Lower Body Negative Pressure (LBNP) to simulate gravitational loading on astronauts’ lower extremities. LBNP, often combined with exercise, has proven effective in mitigating musculoskeletal degradation during bed rest analogs. This opinion paper argues that LBNP’s success in preserving bone mass and muscle function in microgravity can be translated to improve re- covery after orthopedic arthroplasty on Earth. We draw physiological parallels between microgravity-induced musculoskeletal disuse and the postoperative period following total joint replacement, during which reduced weight-bearing …

Proteomic Comparison Of Canine Gallbladder Versus Hepatic Neuroendocrine Neoplasms, Nadia Richmond

LSU Master's Theses

Hepatobiliary neuroendocrine neoplasms (HBNENs) are uncommon tumors in people and dogs, and the limited understanding of their biologic behavior often poses a diagnostic and prognostic challenge in the clinical setting. Though only a low number of cases have been described in dogs, there is evidence to indicate that primary gallbladder NENs may carry a more favorable prognosis compared to primary hepatic NENs. The emergence of liquid chromatography-mass spectrometry (LC-MS) in proteomic analysis has permitted large-scale analysis of neoplastic proteomes, allowing for better understanding of tumor pathophysiology while simultaneously enabling the rapid identification of protein biomarkers. Previous work in our laboratory …

Editorial: Women In Science: Allergy Research, Gemma Carreras-Badosa, Vanesa Esteban, Vivian Hernandez-Trujillo, Elina Toskala, Manali Mukherjee, Saba Al Heialy, Karin Fieten

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

No abstract provided.

Molecular Insights Into Antibiofilm Inhibitors Of Streptococcus Mutans Glucosyltransferases Through In Silico Approaches, Lubna Atta, Ali Raza Siddiqui, Mamona Mushtaq, Sajida Munsif, Mohammad Nur-E-Alam, Aftab Ahmad, Zaheer Ul-Haq

Pharmacy Faculty Articles and Research

Streptococcus mutans, a primary cariogenic bacterium, plays a central role in dental caries, one of the most widespread chronic diseases globally. Glucosyltransferases (GTFs) are key virulence factors in this process, as they synthesize extracellular polysaccharides that contribute to biofilm formation and pathogenicity. Targeting GTFs has emerged as a promising strategy for preventing dental caries, with previous studies demonstrating its potential efficacy. This study builds on our prior work by providing detailed molecular insights into the binding modes of previously identified GTF inhibitors. Using computational tools, including density functional theory, molecular docking, and molecular dynamics simulations, we examined the binding …

Physical Activity Measurement Reactivity Among Midlife Adults With Elevated Risk For Cardiovascular Disease: Protocol For Coordinated Analyses Across Six Studies., Kiri Baga, Gabrielle M Salvatore, Iris Bercovitz, Amanda L Folk, Ria Singh, Laura M König, Meghan L Butryn, Jacqueline A Mogle, Danielle Arigo

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Cardiovascular disease (CVD) remains the leading cause of death in the United States, and adults aged 40-60 years with specific health conditions are at particularly elevated risk for developing CVD. Physical activity (PA) is a key cardioprotective behavior and many interventions exist to promote PA in this group. Effective promotion requires accurate assessment of PA behavior; as PA is often estimated by averaging across multiple days, a threat to accurate assessment is measurement reactivity, or an atypical increase in PA behavior at the start of measurement periods that may bias conclusions. Evidence for PA measurement reactivity is equivocal, though …

Central-Line Dressing Protocols: The Effectiveness Of A Standardized Dressing Change Protocol In Reducing Central-Line Associated Bloodstream Infections (Clabsi) In Critically Ill Patients Requiring Central Lines, Cody Jones, Melissa Marino, Ryan Mcfarland, Asia White, Tracy Mcclinton Dnp, Aprn, Agacnp-Bc, Hget-C, Ebp-C, Margaret Harvey Phd, Aprn, Acnp-Bc, Chfn, Fhrs

Doctor of Nursing Practice Projects

Purpose/Background

In the Intensive Care Units (ICU), central lines are an essential way of life. However, central lines have risks such as central line-associated bloodstream infections (CLABSI), which increase hospital stays and mortality. CLABSI significantly impacts patient outcomes in critical care, increases mortality and morbidity, increases medical costs, increases hospital-acquired infections, and reduces hospital reimbursements. Typically, antimicrobial dressing has been associated with decreased mortality and improved CLABSI rates. The scoping review will evaluate the literature and examine the effectiveness of various antimicrobial dressing strategies on CLABSI rates. This study aims to synthesize these findings to develop improved CLABSI prevention protocols …

Environmental Exposures And Familial Background Alter The Induction Of Neuropathology And Inflammation After Sars-Cov-2 Infection, Debotri Chatterjee, Drishya Kurup, Richard Jay Smeyne

Department of Neuroscience Faculty Papers

Post-infection sequela of several viruses have been linked with Parkinson's disease (PD). Here, we investigated whether mice infected with SARS-CoV-2 alone or in combination with two putative Parkinsonian toxins, MPTP and paraquat, increased the susceptibility to develop Parkinsonian pathology. We also examined if G2019S LRRK2 mice had any change in sensitivity to SARS-CoV-2 as well as if vaccination against this virus altered any neuropathology. Infection with WA-1/2020 or Omicron B1.1.529 strains sensitized both WT and G2019S LRRK2 mice to the neuropathological effects of a subtoxic exposure to MPTP, but not paraquat. These neuropathologies were rescued in WT mice vaccinated with …

Sleep Deprivation Increases Mortality Risk Among Older Adults With Epilepsy, Srikanta Banerjee, Jagdish Khubchandani, Stanley Nkemjika

Department of Psychiatry and Human Behavior Faculty Papers

Introduction: Among U.S. adults, over 3 million report a history of epilepsy, accounting for nearly 1.2% of the population. Sleep deprivation is a well-known risk factor for increased likelihood, intensity, and length of seizures. However, the long-term impact of sleep deprivation on people with epilepsy is not well explored. The purpose of this study was to assess mortality risk among individuals with epilepsy based on sleep duration.

Methods: Data from the 2008–2018 National Health Interview Survey (NHIS) were linked with mortality data from the National Death Index (NDI) for US adults aged 65 years and older. Survival curves showed the …

Use Of Procalcitonin In Therapeutic Decisions In The Pediatric Intensive Care Unit, Pierre Tissières, Elisabeth Esteban Torné, Johannes Hübner, Adrienne Randolph, Corsino Rey Galán, Scott Weiss

Department of Medicine Faculty Papers

Procalcitonin (PCT) is frequently used by clinicians in children with suspected bacterial infections and sepsis. However interpretation in the critically ill child may be challenging due to the complexity of underlying conditions and its impact on PCT values. Herein, we propose a guidance for the use of procalcitonin in critically ill children, supported by a comprehensive analysis of the literature, to help the clinician for interpreting PCT in the various clinical conditions encountered in pediatric intensive care units. We describe the importance of the clinical context, timing of measurement and evidence on PCT values in diagnosing sepsis and to guide …

Dosage-Dependent, Carboplatin And Ng52 Show Synergistic Effect On Inhibiting Cell Proliferation In Breast Cancer Cell Line, Ben Couture, Ryan Zhuge

Biology Presentations

BT-549 (Breast Cancer), a highly invasive epithelial breast cancer cell line, was used to investigate the effects of two drugs: NG52, a selective kinase inhibitor and Carboplatin, a platinum-based DNA-alkylating agent. Using cell counting assays and calculating IC50 values, we examined their combined impact on cell proliferation. Results revealed both an antagonistic and synergistic effect dependent on concentration. Where the individual agents inhibited cell proliferation less effectively than expected. These findings show the complexity of drug interactions and provide insights into optimizing therapeutic strategies for highly invasive cancer types.

Is There Evidence For Changes In Antibiotic Resistance Of Microorganisms Causing Postcataract Surgery Endophthalmitis: A Systematic Review, Christina J Flaxel, Justine R Smith, Nieraj Jain, Leo A Kim, Stephen Jae Kim, Maureen G Maguire, Christina Y Weng, Steven Yeh

Faculty, Staff and Students Publications

Background/aims: To review the evidence for changes in antibiotic resistance patterns before and after cataract surgery since the advent of routine use of intracameral (IC) antibiotic prophylaxis and development of newer topical fluoroquinolones pre- and postcataract surgery.

Methods: Literature searches in the National Library of Medicine PubMed database were conducted between 2019 and 2021 and updated in 2024. There were no date restrictions, and the search was limited to high-quality studies published in English. The initial combined searches yielded 583 articles, and the search update in 2024 yielded 9 articles. Of these 592 articles, 26 presented original research that met …

Diabetic Retinopathy: A Pathophysiological Discussion, Nathanael C. Nicholls

Senior Honors Theses

Diabetic retinopathy is a severe complication of diabetes that is capable of causing vision loss or blindness. As a result of hyperglycemia, the disease increases oxidative stress and activates biochemical processes such as the Hippo pathway and the complement system to cause significant damage to the retina. Overexpression of BTG1 and microRNA-183 enables activation of biochemical pathways that lead to negative effects on the retinal vascular endothelium including angiogenesis and inflammation. Conventional methods of diagnosis for diabetic retinopathy include fundus examination, nucleoside detection, and optical coherence tomography angiography. Photocoagulation and hormonal intravitreal injection are the most popular current treatments, while …

4-Strand Hamstring Versus Single-Bundle Quadriceps Tendon Grafts In Anterior Cruciate Ligament Reconstruction At 2 Years: A Systematic Review And Meta-Analysis Of Randomised Controlled Trials, Jonathan Elias, Mitchell Kaplan, Kunal Shah, Michael Bickford, Chelsea Mcnamara, Elizabeth Ford, Sean Mcmillan

Rowan-Virtua School of Osteopathic Medicine Departmental Research

PURPOSE: To compare the 2-year postoperative outcomes of hamstring tendon (HT) grafts to quadriceps tendon (QT) grafts in anterior cruciate ligament (ACL) reconstruction. We hypothesised no significant differences between the two methods.

METHODS: A systematic review and meta-analysis were conducted following the 2020 PRISMA guidelines. Five online databases (Cochrane, Embase, PubMed, Scopus and Web of Science) were screened for prospective randomised controlled trials (RCT). IKDC, Lysholm, Tegner, side-to-side KT-1000 scores and ages were collected. Statistical analysis was conducted with SPSS v29. Between the two groups, a test of between-subgroup homogeneity

RESULTS: Five RCTs were included in the final analysis. The …

Enhancing Holistic Patient Care Of Black Individuals Diagnosed With Hiv And Comorbid Chronic Conditions, Marc Fleming, Saharnaz Nejdat, Jon C. Schommer, Crystal K. Hodge

Pharmacy Faculty Articles and Research

Background

Pharmacists can play a crucial role in delivering the holistic care model. Research suggests that HIV-positive African American patients particularly benefit from this approach compared to other communities. Typically, pharmacists in community pharmacy settings are limited in their access to a patient's medical record, preventing holistic care delivery.

Objectives

This study addressed the impact of access to medical records on a holistic patient care approach among pharmacists engaged in medication therapy management.

Methods

This was a sub-analysis of a randomized controlled trial of the impact of community pharmacist access to medical records during MTM for African Americans diagnosed with …

Ensemble Learning With Explainable Ai For Improved Heart Disease Prediction Based On Multiple Datasets, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Heart disease is one of the leading causes of death worldwide. Predicting and detecting heart disease early is crucial, as it allows medical professionals to take appropriate and necessary actions at earlier stages. Healthcare professionals can diagnose cardiac conditions more accurately by applying machine learning technology. This study aimed to enhance heart disease prediction using stacking and voting ensemble methods. Fifteen base models were trained on two different heart disease datasets. After evaluating various combinations, six base models were pipelined to develop ensemble models employing a meta-model (stacking) and a majority vote (voting). The performance of the stacking and voting …

Heart Attacks Are On The Rise Among Young And Middle-Aged Adults In The United States, Vicente Cuevas

Population Health Research Brief Series

Heart attacks are on the rise among young and middle-aged adults in the United States. This brief describes these increases, the role of behavioral, lifestyle, and societal factors, and provides recommendations for organizations, healthcare providers, and policymakers to combat the increase in early-onset heart disease.

Characterizing Radiation-Related Laryngotracheal Stenosis, Natalia Queenan, Jay Trivedi, Dylan Bertoni, Sana Siddiqui, Austin Yap, Kathleen Tibbetts

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

BACKGROUND: Radiation-related laryngotracheal stenosis (RLTS) develops due to fibrosis of the airway after radiotherapy. We aim to characterize the presentation, management, and outcomes of patients with RLTS and compare these to patients with iatrogenic laryngotracheal stenosis (ILTS).

METHODS: In a single-center retrospective cohort study, patients diagnosed with RLTS between 2017 and 2022 were identified. Demographic data, risk factors, cancer history and treatment, presentation of stenosis, primary stenosis intervention, and outcomes were extracted. Patients were compared to a cohort of patients with ILTS and no history of radiation therapy. Data were analyzed using Fisher's Exact Tests and paired t-tests.

RESULTS: Seven …

Evaluation Of The Adjunctive Effect Of Photodynamic Therapy For The Treatment Of Residual Periodontal Pockets: A Systematic Review, Shankargouda Patil, Charles Miller, Ryan Moffat, Kade Janes, Brooklyn Janes, Peter M. Loomer, Frank W. Licari

Journal of Patient-Centered Research and Reviews

Purpose: Adjunctive use of photodynamic therapy in combination with scaling and root planing for periodontal maintenance offers an alternative to antibiotic therapy, potentially mitigating the risk of antibiotic resistance and its genotoxic or mutagenic effects. This systematic review analyzed studies, as of January 2023, that included the effects of a single application of photodynamic therapy in residual periodontal pockets with the probing depth and clinical attachment level as the primary and secondary outcomes, respectively.

Methods: PubMed, Scopus, and Web of Science databases, as well as the US National Institutes of Health and WHO Clinical Trials Registry, were searched for eligible …

The Combined Effect Of High-Intensity Interval Training And Time-Restricted Feeding On The Akt-Igf-1-Mtor Signaling Pathway In The Muscle Tissue Of Type 2 Diabetic Rats, Motahareh Mohebinejad, Fatemeh Kazeminasab, Mahtab Ghanbari Rad, Reza Bagheri, Mazdak Razi, Darryn Willoughby, Fred Dutheil

Faculty, Staff and Students Publications

Background/Objectives: High-intensity interval training (HIIT) and time-restricted feeding (TRF) have shown potential in enhancing glucose metabolism, increasing insulin sensitivity, and promoting muscle health. This study investigates the combined effects of HIIT and TRF on the AKT-IGF-1-mTOR signaling pathway in the muscle tissue of type 2 diabetic (T2D) rats.

Methods: 42 male Wistar rats (4-5 weeks of age) were included in the study. The animals were randomly divided into two groups: 1. Standard diet (SD) non-diabetic (n = 7) and 2. High-fat diet (HFD n = 35) for 4 weeks. T2D was induced by intraperitoneal injection (IP) of streptozotocin (STZ) …

Desmoplastic Small Round Cell Tumor: An Update Of Current Management Practices, Ahmed Gawash, Alexa Simonetti, Brandon J Goodwin, Alissa Brotman O'Neill

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Desmoplastic small round cell tumor (DSRCT) poses a diagnostic challenge, initiating with imaging techniques like ultrasound, CT, MRI, and PET scans, with CT being the primary choice for abdominal tumor visualization. Despite advances, the absence of a standardized staging system complicates the diagnostic process.

METHODS: A comprehensive literature review and search strategy, encompassing databases like PubMed and Cochrane was performed.

RESULTS: Systemic chemotherapy, notably the P6 regimen, is the cornerstone of DSRCT treatment, while other options, including CDK4/6 inhibitors, antibody-drug conjugates, and anlotinib present varying efficacy. A novel chemotherapeutic agent, ONC-201, exhibits promise, inhibiting tumor growth in preclinical models. …

Adjuvant Radiotherapy In Pt3-4n0m0 Major Salivary Gland Cancer Without Other Adverse Features, Aman M. Patel, Afash Haleem, Praneet C. Kaki, Jake J. Lee, Russell Maxwell, Jason A. Brant, Robert M. Brody, Ryan M. Carey

SKMC Student Presentations and Publications

OBJECTIVE: To investigate adjuvant radiotherapy (aRT) utilization and associated differences in overall survival (OS) in pT3-4N0M0 major salivary gland cancer (MSGC) without evidence of other adverse pathologic features.

METHODS: The 2006 to 2018 National Cancer Database was queried for patients with MSGC classified as pT3-4N0M0. Patients with evidence of lymphovascular invasion or positive surgical margins were excluded. Multivariable binary logistic and Cox regression models adjusting for patient demographics, pathologic features including histology, and treatment were implemented.

RESULTS: Of 897 patients satisfying inclusion criteria, 368 (41.0 %) underwent aRT. Compared with those not undergoing aRT, patients undergoing aRT were younger (median …

Short Report: The Variants In Chek2 In Metastatic Uveal Melanoma, Mizue Terai, Rino S. Seedor, Usman Ashraf, Gretchen Hubbard, Sergei A. Koshkin, Marlana Orloff, Takami Sato

Department of Medical Oncology Faculty Papers

No abstract provided.

Application For Prediction Of Heart Failure; The Next Step In Machine Learning For Healthcare, Amy Adyanthaya, Dawn Bowerman, Rachel Liercke, Robert Slater

SMU Data Science Review

Heart failure (HF) is a serious medical condition affecting approximately 6.7 million U.S. adults and is expected to impact 8.5 million Americans by 2030 [1]. Heart failure is a complicated clinical ailment and characterizes the final course of numerous heart diseases [2]. This paper introduces a machine-learning-based application that utilizes Support Vector Machine (SVM), Multi-Layer Perceptron (MLP), and XGBoost models, implemented through the Python Flask framework, to predict HF risk using clinical data. The results indicate high model performance, with precision and recall metrics underscoring the application’s reliability in identifying at-risk patients. By providing real-time, accessible insights, this tool aims …

The Role Of Myosin 5b In Intestinal Health And Disease: From Microvilli Assembly To Colorectal Cancer Progression, Sarah Aline Dooley

MUSC Theses and Dissertations

Background: Myosin Vb (Myo5b) is an essential molecular motor responsible for delivering diverse cargo to the apical membrane of enterocytes. Mutations in Myo5b cause congenital enteropathies, but its broader role in maintaining the integrity of the intestinal brush border under normal physiological conditions and in disease remain unclear. We hypothesize that Myo5b participates in the assembly and maintenance of the intestinal brush border by transporting members of the intermicrovillar adhesion complex (IMAC) and the xenobiotic efflux pump P-glycoprotein (P-gp) to the apical membrane of enterocytes. We further hypothesize that dysregulation of the myosin chaperone protein, UNC45A, and downregulation of Myo5b …

The Impact Of An Iron-Rich Diet On Fatigue In Menstruating Women With Non-Anemic Iron Deficiency, Meagan Seraydar, Lauren Latimer, Sam Miragliatto

Department of Nutrition Student Projects

Fatigue without diagnosed anemia is prevalent in menstruating women, with iron deficiency being a potential contributor. While iron supplementation is a standard intervention, dietary sources of iron may offer a sustainable alternative. This study aims to assess the impact of an iron-rich diet on fatigue levels in menstruating women. A 12-week randomized controlled trial (RCT) will be conducted, assigning participants to either an iron-rich diet group or a control group following their usual diet without specific iron recommendations. Fatigue will be measured using the Fatigue Severity Scale (FSS) at baseline, six weeks, and twelve weeks, alongside iron status biomarkers, including …

Pandemic Mythmaking: Covid-19 And Mythological Symbolism In Indian Folk Art, Ishani Anwesha Joshi, Sathyaraj Venkatesan

Mythlore: A Journal of J.R.R. Tolkien, C.S. Lewis, Charles Williams, and Mythopoeic Literature

Through a comprehensive analysis of Durga Bai Vyam’s “Samura Manthan” and Rupsona and Bahadur Chitrakar’s “Corona Rakshasa,” this article aims to investigate how mythological stories and themes have been used in the Indian context in folk art during the COVID-19 pandemic. The investigation will offer insights into how artists have leveraged mythological symbolism to infuse their works with richer layers of meaning, thereby engaging readers in a deeper exploration of the pandemic’s impact on society and the human psyche. By close-reading the aforementioned paintings, this study aims to illustrate the evolving visual representation of cultural narratives …

Investigating The Effects Of Palmitoylation In Ovcar3 Cells, Bethany Knopp, Emu Suzuki

Undergraduate Research Symposium 2025

Ovarian cancer is a disease characterized by the abnormal growth of cells in the ovaries often due to mutations in our DNA. Because ovarian cancer is typically diagnosed at advanced stages, the survival rate is less than 40% over a five-year period. One significant influence of this cancer is palmitoylation - a post- translational modification in which fatty acid chains are added to specific cysteine residues in proteins. This modification alters protein localization, stability, and function. When dysregulated, as seen in ovarian cancer, palmitoylation can promote irregular cell growth, mutations, and ultimately cancer. However, the role of palmitoylation in cancer …