Medical Specialties Commons^™

Patient-Defined Outcomes In Adults With Hip Dysplasia: What Activities Do Patients Hope To Improve With Treatment?, John Gaddis, Martin Salgado-Flores, Seunghoon Lee, Syed Ghazi, Hunter M. Butler, Edward P. Mulligan, Charles South, Joel Wells

School of Medicine Publications

Introduction: Patient-reported outcome measures have widely been used in the field of orthopaedics to determine treatment outcomes; however, they may not always align with the patient's goals for improvement following treatment. Therefore, we introduced the concept of patient-defined outcomes (PDOs): pretreatment goals or activities patients wish to improve following treatment, along with the patient-perceived difficulty and importance of these activities. This study aimed to evaluate PDOs in adults with hip dysplasia across 3 age groups while assessing patient variables for potential associations with choosing specific categories of activities.

Methods: We analyzed PDOs in 180 adults diagnosed with hip dysplasia, stratified …

Associations Between Retinal Nerve Fiber Layer Thickness And Cerebral Small Vessel Disease, Alexa E. Nichols, Silvia Mejia-Arango, Jorge Igor Zwir, Andrew Tsin, Lorena Flores-Hernandez, Eron G. Manusov, Gladys E. Maestre, Amin Ibrahim, Tori Sayers, Jesus Melgarejo

Research Colloquium

Introduction: Cerebral small vessel disease (CSVD) is a major vascular contributor to cognitive impairment and dementia. CSVD affects the deep and subcortical cerebral white matter.^1,2 The retinal nerve fiber layer (RNFL) and cerebral white matter share a common embryological origin, with RNFL ganglion cell axons structurally analogous to cerebral white matter tracts.^3,4 This connection creates an opportunity to investigate whether structural changes in the RNFL reflect pathological changes in the cerebral white matter.^3,5,6 While most studies examining the relationship between RNFL and CSVD focus on specific comorbidities (e.g., patients with stroke or with cognitive impairment)^2,6,7,8, …

The Association Between Glp-1 Receptor Agonist Use And Gastroparesis In Patients With Type 2 Diabetes Mellitus: A Scoping Review, Daniela Lizbeth Avilez, Amanda Killeen

School of Podiatric Medicine - Student Research

Poster Category:  Non-sponsored

Level of Evidence:  Level V

Introduction:  GLP-1 receptor agonists (GLP-1 RAs), widely used for glycemic control and weight management in Type 2 Diabetes Mellitus (T2DM), slow gastric motility.

Reports of “gastroparesis” in GLP-1 RA users raise the question whether this reflects reversible pharmacologic effects or true diabetic autonomic neuropathy. This distinction matters for podiatric physicians, as gastroparesis indicates systemic autonomic dysfunction that parallels peripheral neuropathy, impaired wound healing, and heightened foot ulcer risk. Most prior studies rely on symptoms rather than validated gastric emptying (GE) measures.

Aim:  To evaluate the association between GLP-1 RA use and gastroparesis …

Screw Diameter And Healing Outcomes In Jones Fractures: A Scoping Review, Merlin Sajeev, Jessica Sima, Srilalitha Lanka, Amanda Killeen

School of Podiatric Medicine - Student Research

Introduction: Jones fractures occur at the metaphyseal–diaphyseal junction of the fifth metatarsal and are prone to delayed or nonunion due to limited perfusion and high mechanical stress. Intramedullary (IM) screw fixation is the standard operative treatment, yielding higher union rates than conservative management. There is no clear consensus on the influence of screw size on healing outcomes.

Aim: To examine the impact of IM screw diameter on union rates in Jones fracture fixation.

Methods: A literature search was conducted using Google Scholar and PubMed with the search term: “"Screw" AND "Diameter" AND "Union" AND "Jones Fractures"”. Articles published between 2015 …

Evaluating Trending Topics Published In The Journal Of Foot And Ankle Surgery, Sarah Weisbrodt, Asad Mustafa, Demian Rodriguez, Naohiro Shibuya

School of Podiatric Medicine - Student Research

Introduction: As the field of podiatry advances, it is valuable to identify the areas of research that receive the greatest focus. Evaluating popular topics published in podiatric medicine and surgery peer-reviewed journals helps us consider current trends in procedures, surgeon preferences, and current interest in our profession.

Aim: To evaluate current trends in podiatric medicine and surgery through compiling topics published in the Journal of Foot and Ankle Surgery (JFAS) and their frequency.

Methods: JFAS was selected for our analysis as it has the highest impact factor out of the indexed journals in our profession. We used Scopus to identify …

Ybx1-Mediated Activation Of Srebp2 Drives Sorafenib Resistance Via Cholesterol Biosynthesis In Hepatocellular Carcinoma, Veerababu Nagati, Dennis Kwabiah, Yamile Abuchard, Ana Ayala Pazzi, Shaibir Hussain, Salique H. Shaham, Manish Tripathi

Research Colloquium

Background: Hepatocellular carcinoma (HCC) is an aggressive, largely chemo-resistant cancer with a poor prognosis and is the leading cause of cancer-related deaths worldwide. Currently, there is no effective systemic chemotherapy for HCC. Sorafenib is a multikinase inhibitor commonly used as the first-line treatment for advanced HCC. However, acquired drug resistance significantly limits its clinical effectiveness. The Y-box binding protein (YBX1) is an oncogenic RNA-binding protein found to be upregulated in sorafenib-resistant HCC cells and tissues.

Methods: HCC model SK Hep1, YBX1 overexpression, and knockdown cells were prepared by transient transfection with puromycin selection, and stable cell lines were established through …

Ocular Blood Flow And Retinal Vascular Reactivity In Alzheimer’S Disease: A Systematic Review Of Retinal Images, Tori Sayers, Alexa Nichols, Amin Ibrahim, Igor Zwir, Andrew Tsin, Lorena Flores-Hernandez, Gladys E. Maestre, Jesus D. Melgarejo

Research Colloquium

Background: Alzheimer’s disease (AD) is the most common form of dementia and one of the leading causes of disability and death in the United States¹. Research efforts aim to identify pathological changes that may help support earlier detection of AD and lead to more accessible tools for monitoring disease progression². The retina is being explored as a potential non-invasive marker of AD, reflecting the shared embryology and microvasculature features between the retina and the brain. Although research has focused on structural changes in retinal vessel diameters and density, few studies have evaluated functional markers of retinal …

Improving Outcomes In Pediatric Congenital Heart Disease: The Integration Of Wearable Technology And Ai-Driven Analysis, Sophia Moon, Melissa Cruz, Pad Renga

Research Colloquium

Background: Wearable devices such as biosensors and smartwatches have demonstrated clinical utility in arrhythmia detection in adult populations, but their integration into pediatric congenital heart disease (CHD) care remains limited. Despite advances in CHD management, challenges persist in the timely identification of arrhythmias in children. The use of wearables in pediatrics is constrained by research gaps, adherence issues, and complex data interpretation. Traditional tools like Holter monitors and event recorders face limitations in detecting intermittent arrhythmias and ensuring compliance. These devices cannot leverage artificial intelligence (AI) and machine learning (ML) to enhance ECG interpretation. This study analysis evaluates the potential …

Geriatric Brittle Type 1 Diabetes Mellitus: Case Study And Management Strategies, Saba Irfan, Amanda Cantu

Research Colloquium

“Brittle diabetes” describes a form of diabetes marked by severe, unpredictable fluctuations in blood glucose, often leading to frequent episodes of hypoglycemia and hyperglycemia. Though not formally recognized by major diabetes organizations, the term is clinically useful, especially for vulnerable populations such as older adults with Type 1 Diabetes Mellitus (T1DM). Age-related factors—cognitive impairment, mobility limitations, dexterity issues, sensory decline, inconsistent eating habits, and frailty—make glycemic control particularly challenging and require a personalized, multidisciplinary management approach.

We report the case of a 66-year-old Hispanic female with long-standing T1DM, seizure disorder, and osteoporosis. Despite adherence to a prescribed insulin regimen, her …

Implementing A Specific And Standardized Grading Scale For Therapeutic Injection Site Reactions To Improve Adverse Event Reporting, Priya Kale, Kavita Sarin

Research Colloquium

Up to 15.5% of patients taking biologic medication experience injection site reactions (ISRs) leading to morbidity, early discontinuation, and reduced treatment compliance. As biologic medications are increasingly used to treat chronic inflammatory conditions, including psoriasis and atopic dermatitis, there needs to be an improved understanding of ISRs. However, current methods of grading ISRs are nonspecific and unstandardized leading to a lack of understanding of medication-specific ISRs and ambiguity in perceptions of treatment tolerability. Here we aim to develop a standardized ISR grading scale for use in clinical trials. A scoping review was performed to evaluate current ISR grading scales and …

The Sodium Chronicles: Unraveling The Enigma Of Hypothyroidism-Induced Hyponatremia, Raquel Z. Lara, Tejaswini Swamy, Jennifer Rojas Huen, Ricardo Serna

Research Colloquium

Background: Hyponatremia is an electrolyte disturbance with various etiologies, but hypothyroidism is rarely the primary cause. Literature suggests that hypothyroidism-related hyponatremia occurs primarily in severe cases, with some studies suggesting that hypothyroidism should not be considered a sole contributor if TSH levels are below 50 mIU/L. Patients with hyponatremia have a high risk of prolonged hospital stays and readmission, underscoring the clinical importance of identifying uncommon causes such as severe hypothyroidism. This case highlights this rare association, contributing to the existing limited literature.

Case Presentation: A 74-year-old woman with Type 2 Diabetes, complicated nephrotic syndrome and nephropathy, congestive heart failure, …

Comparison Of Cytology And Histology Diagnosis Methods In Metastatic Anaplastic Thyroid Cancer, Phyllis Yang, John Nicholas Cauba, Shizue Mito

Research Colloquium

Background: Anaplastic thyroid cancer (ATC) is a rare and extremely aggressive form of thyroid cancer that presents as a rapidly enlarging neck mass with compressive symptoms. Its malignancy and mortality rates approach nearly 90% and is a feared transformation of papillary thyroid cancer (PTC). A contributor to its increased mortality is its predilection for metastasis, which by nature, is less documented in medical literature. The study of ATC’s diagnostic algorithm, which classically utilizes cytological and histological confirmation, is crucial in enhancing early recognition and atypical presentations.

Methods: This systematic review catalogs the diagnosis, clinical properties, and metastasis sites of anaplastic …

Differences In Emergency Department Imaging Modalities For Femur Fractures Based On Insurance And Demographics, Patrick De La Torre Schutz, Bryce M. Bellon, Daniel Salinas, Kelsey Baker, Hamaad Gohar

Research Colloquium

Insurance status and race have been significant predictors of delayed care and reduced imaging utilization in emergency settings, particularly among minority and Medicaid-insured populations (Moser, Shan). The reasoning for the disparities in treatment for these underserved populations is still not well understood. To further analyze these claims, this study examined whether demographic factors such as ethnicity, sex, age, insurance type, and fracture classification were associated with differences in imaging modality among patients with femur fractures. Data from the Texas Department of State Health Services Trauma Registry (2018–2022) was analyzed using logistic regression to determine the odds ratios of receiving CT, …

Tc-Ptp Enhances Cordycepin-Induced Apoptosis In Human Pancreatic Cancer Cells, Olivia Samaie, Rodrigo Vidales, Lindsey Shim, Murali M. Yallapu, Subhash C. Chauhan, Mushfiq Hassan Shaikh, Dae Joon Kim

Research Colloquium

Background: Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy marked by early metastasis, dense desmoplastic stroma, and profound resistance to conventional therapies. Despite the development of combination regimens such as gemcitabine and FOLFIRINOX, outcomes remain dismal, with median survival under one year for metastatic cases. This underscores the urgent need for novel therapeutic approaches that target multiple pathways simultaneously. T-cell protein tyrosine phosphatase (TC-PTP) is one of nonreceptor PTPs that negatively regulates oncogenic signaling pathways, particularly STAT3 and AKT, both of which are constitutively active in many solid tumors. Cordycepin, a nucleoside analogue derived from Cordyceps militaris, has …

Regional Disparities In The Diagnostic Age Of Skin Carcinomas: An Analysis Of The Rio Grande Valley, Miguel A. Lopez, Natasha Quailes, Elias Arellano Villanueva, Maria Villegas

Research Colloquium

The Rio Grande Valley (RGV) is a region of South Texas with limited dermatologic diagnostic data, particularly among non-melanoma skin carcinomas. The rising rates of chronic conditions and mortality can be attributed to the limited access to healthcare in the region, with skin conditions taking less priority in patients with numerous comorbidities. Data on the age of diagnosis for skin carcinomas between 1995-2019 for Hispanic and non-Hispanic individuals was obtained from the Texas Cancer Registry. It is important to note that the TCR considers primary skin cancers, such as basal and squamous cell carcinoma coded as C44.0-C44.9, as non-reportable cases. …

An Analysis Of The Diagnostic Age Of Skin Carcinomas Across Central Texas, Miguel A. Lopez, Natasha Quailes, Elias Arellano Villanueva, Hamaad Gohar, Maria Villegas

Research Colloquium

Patients seeking healthcare in medically underserved regions often require travel to larger metropolitan hubs across the state of Texas. The Rio Grande Valley (RGV) is home to many such patients who often travel to central Texas for care, which compounds expense and inconvenience. Pockets of central Texas have been reported to have an increased number of dermatologists per 100,000 people. Bexar county ranks among the five most populous counties in the state, with increased access to dermatologic care compared to nearby regions. Using data from the Texas Cancer Registry, this project aims to identify the mean (M) age of diagnosis …

Determining The Effects Of An Hiv Infective Model On The Development Of Neuropathic Pain In Alzheimer’S Disease Model Mice., Ayesha Usman, Megan W. Szobody, Jose Rios, Mohammed Alnoud, Khalid Benamar

Research Colloquium

The purpose of this study is to determine the effect of the Human Immunodeficiency virus (HIV) in producing neuropathic pain in an Alzheimer’s Disease (AD) mouse model. HIV-1 envelope glycoprotein gp120 is correlated with increased release of thermal hyperalgesia and mechanical allodynia mediators from astrocytes and glial cells in rodents, producing the identifiable symptoms of neuropathic pain. Similarly, studies show that 45.8% of AD patients experience chronic pain. The production of an HIV/AD comorbid mouse model will be useful in determining important pathological pathways for neuropathic pain and is vital to future studies in therapeutic approaches to these conditions. Two …

Triple Or Double? Safety Holds Steady In Acute Stenting, Marlon C. Monayao, Kevin Garcia Valdez, Samantha Miller, Ameer E. Hassan

Research Colloquium

Background: Acute stenting is typically performed for patients presenting with focal neurological deficits due to intracranial or extracranial atherosclerotic stenosis. Following the procedure, dual antiplatelet therapy (DAPT) regimen is commonly prescribed to reduce the risk of in-stent thrombosis. However, very few studies have examined safety outcomes in patients already on direct oral anticoagulants (DOACs) who undergo acute carotid or intracranial stenting with subsequent dual anti-platelet regimen (DAPT). The combination of DOAC and DAPT, referred here as triple therapy, is controversial given the increased risk of hemorrhagic transformation. This retrospective cohort study aims to analyze the safety of triple therapy …

No Safety Trade-Off: Triple Therapy Matches Dapt In Acute Stenting With Thrombectomy, Marlon C. Monayao, Kevin Garcia Valdez, Samantha Miller, Ameer E. Hassan

Research Colloquium

Background: Patients who acutely undergo intra- or extracranial stenting are typically placed on a dual antiplatelet therapy (DAPT) regimen to decrease the risk of in-stent thrombosis. However, initiating these medicines in patients who are already on direct oral anticoagulants (DOACs) is controversial due to the increased risk of hemorrhagic transformation. Studies have been done on patients with atrial fibrillation on DOACs who undergo coronary stenting and subsequently begun on DAPT, but there are no corollaries for patients undergoing acute carotid or intra-cranial stenting and associated safety outcomes. This retrospective cohort study aims to bridge that understanding and checked whether …

Deprescribing And Polypharmacy In Heart Failure Patients Aged 80 Years And Older: A Case Report, Learsi R. De Hoyos, Elizabeth Mills-Reyes, Chelsea Chang

Research Colloquium

Background: Since 2004, the number of adults aged 65 and older has increased by 5.6%. With a growing geriatric population, medical management should maximize benefits and minimize risks. Polypharmacy, defined as the concurrent use of 5 or more medications, is a common concern in older adults. In adults 80 years and older, the prevalence of polypharmacy is 67.1%. Among adults with heart disease, the prevalence of polypharmacy increased from 40.6% to 61.7% between 2000 and 2018. In the context of heart failure, guideline-directed medical therapy (GDMT) includes beta-blockers, renin-angiotensin-aldosterone system (RAAS) inhibitors, mineralocorticoid receptor antagonists (MRAs), and sodium-glucose cotransporter 2 …

Wernicke’S Encephalopathy With Classic Triad And Normal Mri In A Young Woman Following Rapid-Sequence Bariatric And Biliary Surgery, Hugo Zamarron, Nina Mourao, Roberto A. Cruz Saldana

Research Colloquium

Background: Wernicke’s encephalopathy is a life-threatening neurological disorder caused by thiamine deficiency, most commonly associated with alcoholism. However, postoperative nutritional deficiencies in young patients undergoing bariatric procedures are increasingly recognized. This case is unique due to the rapid succession of bariatric and cholecystectomy surgeries, development of classic Wernicke’s symptoms with a normal MRI, and diagnostic delay due to overlapping differential diagnoses including intracranial hypotension and myelopathy.

Case Presentation: A 22-year-old woman with class III obesity underwent sleeve gastrectomy in July 2022, followed by significant weight loss and persistent intractable vomiting. Due to suspected gallbladder disease, she underwent a cholecystectomy in …

Corticobasal Syndrome With Mixed Pathology In The Absence Of Grn Mutation: A Clinico-Pathological Case Of Ftld-Tdp With Coexisting Alzheimer’S And Lewy Body Pathology, Hugo Zamarron, David Irwin, Jeffery Phillips, Edward Lee, Matthew Tisdall, Corey Mcmillan

Research Colloquium

Background: Corticobasal syndrome (CBS) is a neurodegenerative disorder characterized by often asymmetric fronto-pariteal and extra-pyramidal features that is traditionally associated with tauopathy, but pathological findings are heterogenous, including other forms of frontotemporal lobar degeneration (FTLD) and mixed pathologies of aging. We present clinical, radiographic, and histopathologic features of asymmetry in a unique patient with CBS and underlying FTLD with TDP-43 pathology (FTLD-TDP), co-occurring with other age-related pathologies.

Case Presentation: A 76-year-old man presented with progressive cognitive and motor dysfunction including asymmetric parkinsonism, left-sided dystonia and rigidity, apraxia, visuospatial impairment, and a subtle social disorder including apathy and social withdrawal. The …

Bilateral Small Vessel Strokes In A Young Male With Coccidioidal Meningitis And Suspected Cns Vasculitis, Hugo Zamarron, Ahsan Ali

Research Colloquium

Background: Cerebral small vessel strokes in young, otherwise healthy adults without traditional vascular risk factors are rare and warrant further investigation. Central nervous system (CNS) vasculitis is an uncommon etiology that may be triggered by infections, including fungal pathogens. This case is notable for a suspected primary CNS vasculitis manifesting as bilateral deep infarcts in the setting of Coccidioidal meningitis. It highlights the importance of considering fungal infections and vasculitis in the differential diagnosis of stroke in younger patients.

Case Presentation: A 32-year-old previously healthy male presented with fever, headache, and was diagnosed with aseptic meningitis. He was later readmitted …

Disruption Of Β-Catenin Signaling As A Strategy To Suppress Emt In Cervical Cancer, Mohammed Sikander, Shabnam Malik, Sonam Kumari, John Apraku, Theresa M. Biju, Fathi T. Halaweish, Murali Yallapu, Meena Jaggi, Subhash Chauhan

Research Colloquium

Cervical cancer (CxC) is a leading cause of mortality and morbidity among women worldwide. Current chemotherapeutic agents for CxC have shown systemic toxicity in CxC patients. Ormeloxifene (ORM) is a non-toxic and non-steroidal drug with well-defined pharmacokinetic and pharmacodynamic properties in humans. In this study, we introduce a new analogue of ormeloxifene, Bromo-ormeloxifene (Br-ORM), which demonstrates enhanced therapeutic efficacy against CxC in both in vitro and in vivo models. We investigated Br-ORM's effects on CxC cell growth through colony formation and MTS assays, alongside molecular docking studies with βcatenin using AutoDock4. Furthermore, we analyzed the influence of Br-ORM on the …

Delayed Diagnosis Of Systemic Lupus Erythematosus Presenting As Autoimmune Hemolytic Anemia: A Case For Heightened Clinical Suspicion, Diana Acosta Pozo, Luis Álvarez Pérez

Research Colloquium

Background: Systemic Lupus Erythematosus (SLE) is a chronic autoimmune disease characterized by multisystem involvement, including hematologic manifestations. Autoimmune Hemolytic Anemia (AIHA), though an established feature, is relatively uncommon and may occur early or in isolation. When AIHA presents without overt systemic symptoms, the underlying autoimmune etiology may be overlooked, resulting in delays in diagnosis and treatment. Prompt recognition is essential to prevent unnecessary interventions and prolonged morbidity.

Case Presentation: A 39-year-old woman residing in Texas presented to the Rheumatology office with persistent synovitis and severe transfusion-dependent anemia, requiring red blood cell transfusions every 48 hours for over three months. She …

Educational Services And Language Congruency In Low-Income Children Who Are Deaf Of Hard-Of-Hearing, Courtney J. Austin, Dylan Chan, Jihyun Stephans

Research Colloquium

Background: Children who are deaf or hard-of-hearing (DHH) are required by United States law to have access to educational services through the Individuals with Disabilities in Education Act (IDEA). However, access to language-congruent providers, as well as supplemental services, varies considerably. Household income is associated with poorer hearing care access and outcomes in DHH children. We predict that access to supplemental, language-congruent DHH services is poorer in DHH children from lower-income homes.

Methods: This is a secondary, ad hoc exploratory study of DHH children aged 0-27 months enrolled in a randomized clinical trial (CT.gov: NCT04928209). Children were enrolled across all …

A Puzzling Case Of Visual Disturbances Leads To A Fatal Neurodegenerative Diagnosis, Courtney J. Austin, Aaron Carrillo, Jennifer Rojas Huen, Victoria Parada

Research Colloquium

Background: Creutzfeldt-Jakob disease (CJD) is a rare neurodegenerative disease in which early diagnosis is complicated by the presence of early non-specific and atypical presentations. Sporadic CJD (sCJD), the most common type of CJD, is caused by the spread of a disease-forming prion known as PrPSc. PrPSc multiplies and binds to the normal form of prion, or PrP, converting it to an abnormal, structurally altered disease form that spreads throughout the brain. sCJD can initially present with six different phenotypes: cognitive, affective, classic, visual (Heidenhain variant), atactic (Oppenheimer-Brownell variant), and indeterminate. The classic presentation of CJD includes rapidly progressive dementia with …

Optimizing Antibiotic Stewardship In Pneumonia: Evidence-Based Protocols For Enhanced Treatment And Resistance Reduction In A University-Affiliated Community Hospital, Carlos Luis Alejos, Jennifer Rojas Huen, Joan Beatrice Capellan, Ricardo Serna, Tejaswini Swamy, Jose Campo Maldonado

Research Colloquium

Introduction: National guidelines recommend early, targeted diagnostics such as respiratory viral panels, procalcitonin testing, Methicillin resistant staphylococcus aureus (MRSA) nasal swabs, and sputum cultures, for the effective management of pneumonia. However, our retrospective review at a university-affiliated community hospital revealed inconsistent application of these tools. These may contribute to excessive use of broad-spectrum antibiotics, higher costs, and increased antimicrobial resistance. The reason is that we aim to implement a standardized pneumonia order set in the electronic medical record (EMR) to improve diagnostic accuracy and antibiotic stewardship.

Methods: We conducted a retrospective chart review of adult inpatients admitted with community-acquired, hospital-acquired, …

The Association Between Pre-Existing Medical Conditions And Trigger Finger Release In A Medically Underserved Region, Blake C. Martin, Manoj Peiris, Michael D. Sander

Research Colloquium

Background: Trigger finger is a relatively common condition that may affect daily activities. The Rio Grande Valley (RGV) is a health professional shortage area with a unique patient population. Our primary objective in this study was to analyze patients with various pre-existing medical conditions and determine if there was an association with the risk of trigger finger release surgery.

Methods: We conducted a retrospective chart review using the University of Texas Rio Grande Valley (UTRGV) UTHealth electronic database utilizing medical charts from January 1, 2018, to January 1, 2025. We collected and analyzed medical charts of patients who were diagnosed …

Chronic Conditions And Osteoporosis Risk: Insights From Penalized Logistic Modeling, Blake C. Martin, Juan Lopez Alvarenga

Research Colloquium

Background: The Rio Grande Valley (RGV) is a rural area with underserved, unique communities that may influence the health of the population. The primary objective of this study was to analyze factors associated with osteoporosis in individuals in the RGV to determine if the number of pre-existing medical conditions had an association with the frequency of osteoporosis. We hypothesized that individuals with more pre-existing medical conditions would be associated with an increased frequency of osteoporosis.

Methods: This study was a retrospective chart review from January 1, 2018, to January 1, 2025, using the University of Texas Rio Grande Valley (UTRGV) …