Orthopedics Commons^™

Postoperative Complications In Patients With Sickle Cell Disease After Total Shoulder Arthroplasty, Katie Zehner, Gwyneth C. Maloy, John Slevin, Wesley Day, Mitchell K. Ng, Xuan Luo, Jonathan N. Grauer, Arya G. Varthi

Rothman Institute Papers

BACKGROUND: Sickle cell disease (SCD) encompasses a spectrum of genetic hematologic disorders characterized by erythrocyte sickling. Patients may experience musculoskeletal manifestations, such as osteonecrosis, which may warrant consideration for total shoulder arthroplasty (TSA). While prior literature suggests patients with SCD more frequently suffer complications after orthopaedic procedures, this is not well characterized for TSA.

METHODS: Adult TSA patients (older than 18 years) were identified in the 2010 to 2023 PearlDiver M170 database. Patients with SCD were matched 1:4 to patients without SCD based on age, sex, and Elixhauser Comorbidity Index (ECI). Ninety-day postoperative complications, emergency department (ED) visits, and readmissions …

Improved Foraminal Expansion And Pain Scores Following Placement Of Novel Expandable Interlaminar Stabilization Device For Lumbar Spinal Stenosis, Robert P. Norton, Ian Koch, Kendra Primavera, Roy Y. Miloh, Alex R. Vaccaro, Mitchell K. Ng

Department of Orthopaedic Surgery Faculty Papers

STUDY DESIGN: Retrospective cohort study.

OBJECTIVE: To evaluate radiographic durability and clinical outcomes following placement of a novel expandable interlaminar stabilization device for single-level lumbar spinal stenosis. Specifically, we aimed to: 1) quantify immediate postoperative posterior column distraction; 2) determine whether foraminal expansion is improved postoperatively without radiographic subsidence; and (3) assess potential improvements in patient-reported pain/clinical outcomes.

METHODS: A retrospective review was performed of adult patients undergoing single-level decompression supplemented by an interlaminar device for symptomatic lumbar spinal stenosis by a single surgeon from 2024 to 2025. Radiographic parameters included anterior, middle, and posterior disc height, foraminal height, and …

Mri-Based Deep Learning Radiomics Model For Automated Classification Of Disc Degeneration In The Lumbar Spine, Shiv Patil, Om Gandhi, Mert Karabacak, Matthew Carr, Konstantinos Margetis

Student Papers, Posters & Projects

Disc degeneration in the lumbar spine is a major cause of low back pain (LBP). The accurate grading of disc degeneration on magnetic resonance imaging (MRI) is critical for clinical management and patient selection for spine surgery. This study aims to develop and evaluate machine learning (ML) models that combine features from deep learning (DL) and radiomics for the automated prediction of Pfirrmann grade (PG), a measure of disc degeneration, using multi-parametric lumbar spine MRI. Sagittal T1, T2, and T2 SPACE MRIs of 218 patients with LBP were acquired from the SPIDER dataset. For each intervertebral disc and available sequence, …

From Confirmation To Guidance: Making The Case For Intraprocedural Pocus As The Next Developmental Step In Ultrasound-Supported Shoulder Reduction A Conceptual Practice Proposal And Research Agenda, James Espinosa

Rowan-Virtua Research Day

Point-of-care ultrasound (POCUS) is well established for the diagnosis of shoulder dislocation and for the confirmation of successful reduction. However, its role during the reduction maneuver itself remains under-described. This conceptual practice proposal argues that intraprocedural POCUS represents the logical next developmental step in ultrasound-supported shoulder reduction. By introducing real-time visualization of humeral head translation during reduction attempts, clinicians may identify ineffective vectors earlier, adjust technique midstream, and potentially reduce repeated attempts or escalation of procedural sedation. This work does not present outcome data but instead proposes a practical framework, workflow model, and research agenda for intraprocedural implementation. Future study …

Biomechanical Effects Of Bilateral Torsion And Skeletal Fusion: A Case Study, Linnéa Forbes

Honors Projects

As part of both a personal endeavor and an academic project, I have investigated the aetiology and treatment of seemingly idiopathic and debilitating leg pain in a patient over the past 10 years. Via collaboration with medical professionals at Cincinnati Children’s Hospital, Cincinnati Premier Physical Therapy, and Cincinnati Women’s TriHealth, I have identified sources of pain at the anatomical level. The combination of internal femoral torsion, external tibial torsion, pes planus, and bony fusions appear to be major perpetuators of the pain. An effective treatment continues to be evasive. To date, I have attempted to find answers through genetic approaches, …

Acute Compartment Syndrome Following Lower Leg Vascular Injury: A Big-Data Approach To Estimating Incidence And Risk Factors, Harry Moroz, Edward J. Harvey, Yasser C. Bouklouch

Journal of Shock and Hemodynamics

Acute Compartment Syndrome (ACS) is a limb- and life-threatening complication of lower leg fractures. Rapid recognition and fasciotomy can prevent irreversible ischemic injury, but ACS is often under-recognized. Vascular injury may increase the risk of ACS by impairing perfusion and exacerbating swelling. This study aimed to determine the incidence, risk factors, and outcomes of ACS in patients with lower leg fractures, with particular emphasis on the impact of vascular injury. This retrospective cohort study used data from the 2017 American College of Surgeons Trauma Quality Programs database to perform a multicenter analysis of patients with lower leg fractures. Patients were …

Pre-Operative Antiplatelet Therapy Is Associated With Increased Risk Of Periprosthetic Joint Infection Following Total Shoulder Arthroplasty, Muhammad Hamza Ilyas, Mohammad Daher, Viraj Deshpande, Adam Lindsay, Joseph A. Abboud, Hafiz F. Kassam

Rothman Institute Papers

Background Antiplatelet therapy is widely prescribed for the prevention and management of cardiovascular disease and for mitigation of thromboembolic risk. However, its impact on post-operative periprosthetic joint infection (PJI) following total shoulder arthroplasty (TSA) remains poorly defined.MethodsA retrospective cohort study was conducted using the TriNetX US Research Network. Propensity score matching was performed to balance demographics, body mass index, and Charlson Comorbidity Index variables. The primary outcome was the incidence of PJI at 90 days, 6 months, and 1 year. Secondary outcomes included post-operative medical and surgical complications. Comparative risk was quantified using risk ratios with 95% confidence intervals. Subgroup …

Pre-Operative Methicillin-Resistant Staphylococcus Aureus Colonization Increases The Risk Of 90-Day Medical And 2-Year Implant-Related Complications Following Primary Total Shoulder Arthroplasty: A Propensity-Matched Analysis, Muhammad Hamza Ilyas, Tarishi Parmar, Zina Smadi, Viraj A. Deshpande, Akin A. Adio, Joseph A. Abboud, Hafiz F. Kassam

Rothman Institute Papers

BACKGROUND: Pre-operative methicillin-resistant Staphylococcus aureus (MRSA) colonization has been associated with increased risk of post-operative infection and medical complications in lower-extremity arthroplasty; however, its impact on outcomes following total shoulder arthroplasty (TSA) remains poorly understood. This study aims to evaluate the association between MRSA colonization and early medical as well as mid-term implant-related complications after primary TSA.

METHODS: The TriNetX US Research Network was queried to identify primary TSA patients. Propensity score matching (1:1) was performed using demographic characteristics and relevant comorbidities. Ninety-day medical complications, including readmission, emergency department utilization, venous thromboembolism, pneumonia, urinary tract infection, stroke, sepsis, respiratory failure, …

Reliability Of Existing Measures And Classification Systems For Trochlear Dysplasia, Sean R. Waldron, Nihar S. Shah, Matthew W. Veerkamp, Brendan A. Williams, John A. Schlechter, Lauren H. Redler, Matthew D. Ellington, Shital N. Parikh

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Patellofemoral instability (PFI) is common in adolescent patients and can lead to a reduction in quality of life and function, as well as long-term arthritis. Treatment of PFI involves assessing and, at times, surgically correcting underlying anatomic abnormalities. Trochlear dysplasia is the most common anatomic risk factor present in PFI.

PURPOSE: To determine the interrater reliability of existing measures and classification systems for the assessment of trochlear dysplasia.

STUDY DESIGN: Cohort study (diagnosis); Level of evidence, 3.

METHODS: As part of the PRISM (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) patellar instability Research Interest Group (RIG) project, a …

Repair Techniques For Acute Rupture Of The Patellar Tendon: A Systematic Review, Gaston Davis, Harrison S. Fellheimer, Christian Mccormick, Kevin B. Freedman

Rothman Institute Papers

BACKGROUND: Multiple techniques exist to repair acute tears of the patellar tendon. Surgical repair is required to reestablish full function of the extensor mechanism of the knee, and optimal results typically occur when the tear is repaired acutely.

PURPOSE: To systematically review the literature to evaluate treatment outcomes and complication rates after acute surgical repair of patellar tendon ruptures using suture anchor repair, transosseous repair, and end-to-end repair.

STUDY DESIGN: Scoping review; Level of evidence, 4.

METHODS: A systematic review was performed to analyze outcomes after patellar tendon repair in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews …

Sexually Dimorphic Effects Of Gpnmb Modulation On Vertebral Bone Mass Regulation And Intravertebral Disc Health, Hakem Altawil, Fayez Safadi

Williams Honors College, Honors Research Projects

Osteoporosis and vertebral degeneration are major contributors to musculoskeletal morbidity, yet the molecular mechanisms regulating vertebral bone and intervertebral disc (IVD) homeostasis remain incompletely understood. GPNMB (osteoactivin) has been identified as a regulator of bone remodeling, though its role in spine health is unclear. This study evaluated the effects of GPNMB deficiency on lumbar vertebral bone microarchitecture and IVD integrity in a sex-dependent context.

Six-month-old male and female wild-type (WT) and GPNMB knockout (KO) mice were analyzed using micro–computed tomography (µCT) of lumbar vertebrae (L4–L6) and histological assessment of the L5–L6 IVD. KO males exhibited increased bone volume fraction, bone …

Traction Table Positioning For Cephalomedullary Nailing Of Proximal Femur Fractures In Patients With Ipsilateral Below-Knee Amputation, Brogan Hill, Andres D. Toledo, Christopher Morford, Riley Hamel, Nate Tomilonus, Andrew Boltuch

West Florida Division GME Research Day 2026

No abstract provided.

Gluteal Compartment Syndrome Following Prolonged Immobilization In The Setting Of Polysubstance Use: A Two-Patient Case Series, Daulton Sauce, Mark Gamadia, Robert Garner, Molly Black

MidAmerica Division GME Healthcare Symposium 2026

No abstract provided.

Thoracolumbar Fractures: Historical Systems And Advancements With The Ao Spine Classification, Barry Ting Sheen Kweh, Alex R. Vaccaro, Gregory D. Schroeder, Jose A. Canseco, Maximilian Reinhold, Mohamed M. Aly, Sebastian Bigdon, Mohammad El-Skarkawi, Richard J. Bransford, Andrei Fernandes Joaquim, Harvinder Singh Chhabra, Emiliano Vialle, Rishi M. Kanna, Charlotte Dandurand, Cumhur Öner, Jin Wee Tee

Rothman Institute Papers

Study Design: Systematic Review. Objective: To describe the historical classifications of thoracolumbar injuries and their evolution into the AO Spine Thoracolumbar Injury Classification System. Methods: A systematic review of MEDLINE, EMBASE and Cochrane Databases was performed in keeping with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Results: 445 articles were crystallized to 14 included studies. Simple categorization systems offered by Bohler or Watson-Jones merely identify fracture morphology. Holdsworth and Denis conveyed a sense of the stability of injuries by noting columns of stability, but still failed to take into consideration important factors such as neurological status or …

Pigmented Villonodular Synovitis (Pvns) After A Distal Femur Non-Union: A Case Report, Troy Puga, Jenna Chrabolowski, Mckenna W. Box, Kisan Parikh

North Texas GME Research Forum 2026

Background Pigmented villonodular synovitis (PVNS) is a rare benign neoplastic process that involves extensive proliferation of the synovium of a joint. Development of PVNS has been potentially linked to traumatic etiologies, however, evidence for this remains limited. This case report aims to present a case of PVNS that developed after a traumatic etiology.

Case Presentation A 62 year old female presented with recurrent left knee effusion and non-union of the left distal femur roughly four years after an MVC and index open reduction and internal fixation with a lateral locking plate and screw construct. Left knee aspiration at initial visit …

Association Of Glp-1 Receptor Agonist Use With Postoperative Outcomes After Rotator Cuff Repair In Patients With Diabetes: A Propensity Score–Matched Analysis, Mckenna W. Box, Troy B. Puga, Hans Drawbert, Aysu Erdemir, John T. Riehl

North Texas GME Research Forum 2026

Background Diabetes impairs tendon healing after rotator cuff repair (RCR), with early postoperative poor glycemic control linked to a higher failure risk in studies. GLP-1 receptor agonists (GLP-1RAs) are increasingly used for glycemic control. Preclinical studies indicate that GLP-1RA may benefit rotator cuff healing through anti-inflammatory mechanisms as well. However, real-world data on the effects of GLP-1RAs on RCR outcomes remain incompletely understood.

Methods We conducted a retrospective cohort study using an institutional dataset (01/01/2016 to 09/30/2024) of adults aged 18-74 years with type 2 diabetes who underwent RCR. GLP-1RA exposure was established by home medication lists. Patients with autoimmune …

Presentation And Application Of External Fixator Kickstand De-Rotational Bar Modification, Speros Gabriel, Grace Thiel, Cameron Sprong, Molly Black

MidAmerica Division GME Healthcare Symposium 2026

No abstract provided.

Expert Consensus On Osteoporosis Risk Management In Patients With Sleep Disorders, Siqi Leng, Jinming Yang, Yuming Jin, Jie Shi, Ye Zhang, Junying Zhou, Lusi Tan, Taomei Li, Peiyan Ni, Kejia Hu, Yuan Shi, Jiamin Liao, Yun Li, Pei Xue, Christian Benedict, Alexandros N. Vgontzas, Michael Furian, Talant Sooronbaev, Naima Covassin, Virend K. Somers, Zhoulong Yu, Hongqiang Sun, Xiao Tan, Jihui Zhang, Yun Kwok Wing, Yue Leng, Larry D. Sanford, Michael V. Vitiello, Katie L. Stone, Rong Ren, Lin Lu, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

A rate-limiting step in the prevention and early intervention of osteoporosis is identifying its asymptomatic onset. Accumulating evidence shows that sleep disorders are associated with an increased risk of osteoporosis. Given their early detectable and modifiable nature, integrating sleep disorder management into osteoporosis prevention and care pathways offers a novel approach for enhancing skeletal health. This expert consensus represents a collaborative effort by specialists in sleep medicine and orthopedics from across the world, integrating epidemiological, mechanistic, and interventional evidence to provide general guidance for prevention and clinical practice, and to foster multidisciplinary collaboration in the management of sleep disorders and …

Assessing Access To Orthopaedic Care For Patients With Osteogenesis Imperfecta, Annemarie K. Leonard, Kara Ayers, Lauren Faokunla, Kaeli Samson, Erika Carter, Tracy Hart, Maegen Wallace

Graduate Medical Education Research Journal

Background. Osteogenesis Imperfecta (OI) is a rare disorder caused by variations in collagen. Clinical manifestations include multiple fractures, short stature, scoliosis, blue sclera, hearing loss, and opalescent teeth. Patients often need many different medical providers frequently, which may place financial burdens on families. This study sought to identify and understand barriers to care for children with OI.

Methods. We utilized an Institutional Review Board (IRB)-approved survey for primary caregivers of children with OI. Questions included demographic data, type of health insurance, history of and reasons for insurance denials, access to multidisciplinary OI care, and travel to receive OI care. The …

Osteoprogenitor Cells From Non-Regenerative Bone Show Greater Resistance To Cellular Stress Than Those From Regenerative Bone, Joshua Broussard, Sylvia Culpepper, Tyrel Long, Alexander J. Trostle, Robert J. Tower, Mimi C. Sammarco, Jennifer Simkin

School of Medicine Faculty Publications

INTRODUCTION: Bone regeneration following injury depends on osteoprogenitor cells derived predominantly from the periosteum. Incomplete regeneration has been attributed to both cell-extrinsic factors (e.g., environment, inflammation, mechanical instability) and cell-intrinsic factors (e.g., impaired proliferation or differentiation of stem cells). In the digit amputation mouse model, amputation through the third phalanx (P3) supports complete regeneration, while amputation through the second phalanx (P2) results in callus formation and scarring. Periosteal cells are known to be the major contributing cell source for repair and regeneration. Yet the healing outcomes of P2 and P3 amputations are significantly different. This study tests whether P2 and …

Transient Neuromonitoring Changes And Delayed Vertebrobasilar Infarction Following Anterior Cervical Discectomy And Fusion: Illustrative Case, Jacob M. Chaisson, Jack A. Leoni, Ellery A. Hayden, Gabriel C. Tender, Amit K. Bhandutia

School of Medicine Faculty Publications

BACKGROUND: Anterior cervical discectomy and fusion (ACDF) is a common spinal procedure with a well-established safety profile. While direct vertebral artery injury is rare and typically recognized intraoperatively, delayed posterior circulation stroke is an even less common but major complication. In patients with risk factors for vascular disease, vascular stress from surgical manipulation may predispose them to thromboembolic events that are not immediately apparent. Transient intraoperative neuromonitoring (IONM) changes may represent early, underrecognized indicators of such vascular compromise. OBSERVATIONS: The authors present the case of a 61-year-old male who underwent elective three-level ACDF for degenerative cervical myelopathy. During cage placement, …

The Associations Between Meniscus Tear Location And The Prevalence And Severity Of Cartilage Wear In Different Knee Compartments Using An Arthroscopic Grading System, Tara Korbal, Claudia Leonardi, Amy Bronstone, Vinod Dasa

School of Medicine Faculty Publications

Introduction: Meniscus tears are associated with progressive cartilage degeneration and worsening osteoarthritis. Although several previous studies have explored the relationship between meniscus tears and cartilage damage, few have examined the relationship between tear location and cartilage wear in all knee compartments using an arthroscopic grading system. Objectives: Evaluate the association between meniscus tear location and the prevalence and severity of high-grade cartilage wear in knee compartments. Methods: A total of 210 patients were categorized into groups based on meniscus tear location: medial meniscus tear (MMT, n = 106), lateral meniscus tear (LMT, n = 41), and medial-lateral meniscus tear (MLMT, …

Does Preoperative Arthritis Affect The Outcomes Of Superior Capsular Reconstruction? A Systematic Review, Tae-Hoon Park, Hyungsuk Kim, Sukil Kim, Jongin Lee, Gerald R. Williams, Hyun Seok Song

Rothman Institute Papers

BACKGROUND: The optimal indications for superior capsular reconstruction (SCR) in cases of massive irreparable rotator cuff tears (RCTs) accompanied by degenerative arthritis remain controversial.

METHODS: A systematic review was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, searching PubMed, Embase (Elsevier), and Google Scholar. Studies were included if they documented Hamada grade and reported clinical and radiographic outcomes after SCR for irreparable RCTs. American Shoulder and Elbow Surgeons (ASES) score, visual analog scale for pain (pVAS), active range of motion, and acromiohumeral distance (AHD) were analyzed.

RESULTS: In all 7 studies, there was no consistent …

A Computer Vision And Machine Learning Approach To Classify Views In Distal Radius Radiographs, Rohan Vemu, Dion Birhiray, Bassem Darwish, Raven Hollis, Sai Unnam, Srikhar Chilukuri, Lorenzo Deveza

Faculty, Staff and Students Publications

Advances in computer vision and machine learning have augmented the ability to analyze orthopedic radiographs. A critical but underexplored component of this process is the accurate classification of radiographic views and localization of relevant anatomical regions, both of which can impact the performance of downstream diagnostic models. This study presents a deep learning object detection model and mobile application designed to classify distal radius radiographs into standard views-anterior-posterior (AP), lateral (LAT), and oblique (OB)- while localizing the anatomical region most relevant to distal radius fractures. A total of 1593 deidentified radiographs were collected from a single institution between 2021 and …

Cmc Arthroplasty For Treatment Of The Painful And Arthritic Thumb: A Review Of Surgical Treatment Options With Preferred Technique, Jon E. Hammarstedt, Yehuda A. Masturov, Sebastian D. Arango, Jacob Zeitlin, Samuel H. Payne, Mark S. Rekant

Department of Medicine Faculty Papers

Arthritis of the first carpometacarpal joint is a prevalent and often disabling condition for many older adults. The diagnosis is typically established through a comprehensive patient history, physical examination, and confirmatory radiographs. Nonsurgical management with splinting and anti-inflammatory medication has demonstrated effectiveness. Several surgical options have proven effectiveness for those who fail nonsurgical management. Surgical options include silicone implantation, resection arthroplasty, tendon interposition, ligament reconstruction, denervation, and joint implant arthroplasty. In the following review, we will elaborate upon the array of therapeutic approaches, culminating in the delineation of our preferred method.

Comparison Of Anterior And Posterior Surgical Approaches For Cervical Ossification Of The Posterior Longitudinal Ligament Stratified By Spinal Levels: A Systematic Review And Meta-Analysis, Seyed Danial Alizadeh, Sepehr Khosravi, Farzin Farahbakhsh, Vali Baigi, Moein Khormali, Mohsen Hajiqasemi, Zahra Eskandari, Mahgol Sadat Hassan Zadeh Tabatabaei, Amirmahdi Khayyamfar, Mohammad-Rasoul Jalalifar, Sepehr Armaghan, Masoud Pourghahramani Koltapeh, Zahra Ghodsi, Michael G. Fehlings, Alex R. Vaccaro, Vafa Rahimi-Movaghar

Rothman Institute Papers

OBJECTIVE: To compare the outcomes of anterior and posterior surgical approaches for treating cervical ossification of the posterior longitudinal ligament across multiple spinal levels, including 1-2 spinal levels, ≥ 3 levels, or studies that operated on both spinal levels, called mixed spinal levels.

METHODS: A search strategy using pertinent keywords was employed in the MEDLINE, Embase, Scopus, and Web of Science databases. Data on Modified Japanese Orthopaedic Association (mJOA) scores, radiographic outcomes, and complications were extracted. A random-effects meta-analysis, subgroup meta-analysis, and sensitivity analysis were performed.

RESULTS: Among 13 included studies, the anterior approach was statistically associated with improved C2-C7 …

A Supplement, Not A Substitute: Accuracy And Completeness Of Chatgpt Responses For Common Elbow Pathology, Benjamin Fiedler, Umar Ghilzai, Abdullah Ghali, Phillip Goldman, Pablo Coello, Michael B Gottschalk, Eric R Wagner, Adil Shahzad Ahmed

Faculty, Staff and Students Publications

Hypothesis: Large language models (LLMs) like ChatGPT have increasingly been used as online resources for patients with orthopedic conditions. Yet there is a paucity of information assessing the ability of LLMs to accurately and completely answer patient questions. The present study comparatively assessed both ChatGPT 3.5 and GPT-4 responses to frequently asked questions on common elbow pathologies, scoring for accuracy and completeness. It was hypothesized that ChatGPT 3.5 and GPT-4 would demonstrate high levels of accuracy for the specific query asked, but some responses would lack completeness, and GPT-4 would yield more accurate and complete responses than ChatGPT 3.5.

Methods: …

Two-Staged Lateral Based Thenar Flap For Fingertip Injuries Of Index And Middle Fingers –A Functional Outcome, Srinivas Pamarthi, Pooja Mannela, Saiphanindra Malladhi

Digital Journal of Clinical Medicine

Introduction:

Fingertip injuries, particularly of the index and middle fingers, account for major accidents which occur in industrial regions due to machinery usage, causing sharp cuts or crush injuries of the tips. The treatment of these fingertip injuries previously was amputation and stump closure. As the advancement of flaps occurred, there came many flaps mentioned to treat these tip injuries. Many of these flaps had failed to provide the same functional and aesthetic outcome following surgery. This study aims at assessing laterally-based thenar flap for tip injuries of index and middle fingers for its aesthetic and functional outcome.

Methods:

This …

Ketorolac Use Following Operative Clavicle Fracture Fixation Is Not Associated With Increased Nonunion Or Surgical Complications: A Propensity-Matched Analysis, Tuckerman Jones, Tej Joshi, Akhil Katakam, Daniella Ogilvie, Sefy Paulose, Balazs Galdi

Wills Eye Hospital Papers

OBJECTIVES: Nonsteroidal anti-inflammatory drugs (NSAIDs), including ketorolac, are commonly used for postoperative pain management. Concerns about their potential impact on bone healing have been raised. This study investigated the relationship between ketorolac use and postoperative complications following clavicle surgery, including nonunion rates.

METHODS: This retrospective cohort study used the TriNetX Research Database to identify patients who underwent surgical fixation of clavicle fractures between 2002 and 2022. Two propensity-matched cohorts were created: patients who received postoperative ketorolac and those who did not. Primary outcomes included nonunion diagnosis and revision surgery; secondary outcomes included opioid use, wound disruption, surgical site infection, and …

Modeling Musculoskeletal Combat Casualty Care: Nato Trauma System Performance In Large Scale Combat Operations, Mark P. Cote, Kaitlyn E. Holly, Roman J. Schoenfeld, Matthew R. Bryan, Malina O. Hatton, Mitchel B. Harris, Tracey P. Koehlmoos, Andrew J. Schoenfeld

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: It is unclear whether the current North Atlantic Treaty Organization (NATO) trauma system will be effective in the setting of Large-Scale Combat Operations (LSCO). We sought to model the efficacy of the NATO trauma system in the setting of LSCO. We also intended to model novel scenarios that could better adapt the current system to LSCO.

METHODS: We developed a discrete-event simulation model for patients with combat musculoskeletal injuries treated within the standard NATO system. The primary outcome of the model was survival. The model's health states were characterized as stable, hypovolemia, sepsis, shock, or death. The model simulated …