Medicine and Health Sciences Commons^™

Fragility Analysis And Systematic Review Of Patellar Resurfacing Versus Non-Patellar Resurfacing In Total Knee Arthroplasty, Teja Polisetty, Alexandra L. Hohmann, Eric Didomenico, Jess H. Lonner

Rothman Institute Faculty Papers

INTRODUCTION: Fragility analysis is a method of further characterising the robustness of statistical outcomes. This study evaluates the statistical fragility of randomised controlled trials (RCTs) comparing patellar resurfacing versus non-patellar surfacing in total knee arthroplasty (TKA).

METHODS: PubMed, MEDLINE and EMBASE were searched for RCTs comparing outcomes in TKA based on patellar resurfacing. Fragility index (FI) and reverse FI (collectively, "FI") were calculated for dichotomous outcomes as the number of outcome reversals needed to change statistical significance. Fragility quotient (FQ) was calculated by dividing the FI by the sample size for that outcome. Median FI and FQ were calculated for …

Postoperative Opioid Usage And Disposal Strategies After Arthroscopic Procedures In A Young Cohort: A Prospective Observational Study, William Johns, Emma Johnson, Joseph Brutico, Matthew Sherman, Kevin Freedman, William Emper, John Salvo, Sommer Hammoud

Rothman Institute Faculty Papers

BACKGROUND: Although several studies have noted that patients are routinely overprescribed opioids, few have reported usage after arthroscopic surgery.

PURPOSE: To determine opioid consumption and allocation for unused opioids after common arthroscopic surgeries.

STUDY DESIGN: Case series; Level of evidence, 4.

METHODS: Patients between the ages of 15 and 40 years who were scheduled to undergo anterior cruciate ligament reconstruction (ACLR), labral repair of the hip or shoulder, meniscectomy, or meniscal repair were prospectively enrolled. Patients were prescribed either 5 mg hydrocodone-325 mg acetaminophen or 5 mg oxycodone-325 mg acetaminophen based on surgeon preference. Patients completed a daily opioid usage …

Comprehensive Guidance For The Prevention Of Periprosthetic Joint Infection After Total Joint Arthroplasty And Pitfalls In The Prevention, Javad Parvizi, Yonghan Cha, Emanuele Chisari, Kangbaek Kim, Kyung-Hoi Koo

Rothman Institute Faculty Papers

Total joint arthroplasty (TJA) is a surgical procedure, in which parts of damaged joints are removed and replaced with a prosthesis. The main indication of TJA is osteoarthritis, and the volume of TJA is rising annually along with the increase of aged population. Hip and knee are the most common joints, in which TJAs are performed. The TJA prosthesis is composed of metal, plastic, or ceramic device. Even though TJA is the most successful treatment for end-stage osteoarthritis, it is associated with various complications, and periprosthetic joint infection (PJI) is the most serious complication after TJA. With the increasing volume …

Commentary: A Patient-Specific Lower Extremity Biomechanical Analysis Of A Knee Orthotic During A Deep Squat Movement, Christine Dailey Walck

Publications

The recent study by Walck et al., titled “A Patient-Specific Lower Extremity Biomechanical Analysis of a Knee Orthotic during a Deep Squat Movement,” provides a novel insight into the biomechanical impacts of knee orthotics, particularly the non-linear spring-loaded (NLSL) knee joint orthosis (KJO)1 . This commentary aims to delve into the implications, interpretations, and evaluations of the findings, contextualizing them within the broader discourse on knee orthotics.

A Systematic Review Of Noncircular (Rectangle, Oval) Femoral Tunnel Anterior Cruciate Ligament Reconstruction: Does It Improve Outcomes?, S. Ali Ghasemi, Joseph Mccahon, Sangeev J. Herr, James Raphael, Gene Shaffer, Arthur Bartolozzi

Einstein Health Papers

Purpose: The purpose of this study is to systematically review the clinical and biomechanical studies regarding noncircular (rectangular and oval) femoral tunnel anterior cruciate ligament reconstruction (ACLR). We hypothesized that noncircular femoral tunnel ACLR has its advantages in unique situations while maintaining comparable clinical and radiographic outcomes when compared to conventional techniques.

Methods: A systematic review of the literature was performed in PubMed and Scopus databases to identify published articles on the clinical outcomes of noncircular (rectangle and oval) ACLR. The results of the eligible studies were analyzed in terms of instrumented laxity measurements, Lachman test, pivot-shift test, Lysholm and …

Minoxidil Weakens Newly Synthesized Collagen In Fibrotic Synoviocytes From Osteoarthritis Patients, Stefan Sarkovich, Peter P. Issa, Andrew Longanecker, Davis Martin, Kaitlyn Redondo, Patrick Mcternan, Jennifer Simkin, Luis Marrero

School of Medicine Faculty Publications

Purpose: Synovial fibrosis (SFb) formation and turnover attributable to knee osteoarthritis (KOA) can impart painful stiffness and persist following arthroplasty. To supplement joint conditioning aimed at maximizing peri-operative function, we evaluated the antifibrotic effect of Minoxidil (MXD) on formation of pyridinoline (Pyd) cross-links catalyzed by Plod2-encoded lysyl hydroxylase (LH)2b that strengthen newly synthesized type-I collagen (COL1) in fibroblastic synovial cells (FSCs) from KOA patients. MXD was predicted to decrease Pyd without significant alterations to Col1a1 transcription by FSCs stimulated with transforming growth factor (TGF)β1. Methods: Synovium from 10 KOA patients grouped by SFb severity was preserved for picrosirius and LH2b …

Nationwide Results Of Microorganism Antigen Testing As A Component Of Preoperative Synovial Fluid Analysis., Krista O'Shaughnessey Toler, Pearl Ravindra Paranjape, Alex Mclaren, Brett Levine, Alvin Ong, Carl Deirmengian

Rothman Institute Faculty Papers

BACKGROUND: Antigen immunoassays to detect synovial fluid (SF) microorganisms have recently been made available for clinical use. The purpose of this study was to determine the sensitivity and specificity of an SF microorganism antigen immunoassay detection (MID) panel, evaluate the panel's capability to detect microorganisms in the setting of culture-negative periprosthetic joint infection (PJI), and determine diagnostic predictive values of the MID panel for PJI.

METHODS: This study included 67,441 SF samples obtained from a hip or knee arthroplasty, from 2,365 institutions across the United States, submitted to 1 laboratory for diagnostic testing. All data were prospectively compiled and then …

One-Stage Synovectomies Result In Improved Short-Term Outcomes Compared To Two-Stage Synovectomies Of Diffuse-Type Tenosynovial Giant Cell Tumor (D-Tgct) Of The Knee: A Multicenter, Retrospective, Cohort Study, Geert Spierenburg, Floortje G M Verspoor, Jay S Wunder, Anthony M Griffin, Peter C Ferguson, Matthew T Houdek, David M King, Richard Boyle, Robert Lor Randall, Steven W Thorpe, Jacob I Priester, Erik J Geiger, Lizz Van Der Heijden, Nicholas M Bernthal, Bart H W B Schreuder, Hans Gelderblom, Michiel A J Van De Sande

Rothman Institute Faculty Papers

Diffuse-type tenosynovial giant cell tumors' (D-TGCTs) intra- and extra-articular expansion about the knee often necessitates an anterior and posterior surgical approach to facilitate an extensive synovectomy. There is no consensus on whether two-sided synovectomies should be performed in one or two stages. This retrospective study included 191 D-TGCT patients from nine sarcoma centers worldwide to compare the postoperative short-term outcomes between both treatments. Secondary outcomes were rates of radiological progression and subsequent treatments. Between 2000 and 2020, 117 patients underwent one-stage and 74 patients underwent two-stage synovectomies. The maximum range of motion achieved within one year postoperatively was similar (flexion …

Does Lower-Limb Osteoarthritis Alter Motor Cortex Descending Drive And Voluntary Activation? A Systematic Review And Meta-Analysis, Myles C. Murphy, Christopher Latella, Ebonie K. Rio, Janet L. Taylor, Stephanie Martino, Colin Sylvester, William Hale, Andrea B. Mosler

Research outputs 2022 to 2026

Purpose: The aim of the study was to quantify motor cortex descending drive and voluntary activation (VA) in people with lower-limb OA compared to controls. Methods: A systematic review and meta-analysis according to the PRISMA guidelines was carried out. Seven databases were searched until 30 December 2022. Studies assessing VA or responses to transcranial magnetic stimulation (TMS; i.e. motor evoked potential, intracortical facilitation, motor threshold, short-interval intracortical inhibition, and silent period) were included. Study quality was assessed using Joanna Briggs Institute criteria and evidence certainty using GRADE. The meta-analysis was performed using RevMan inverse variance, mixed-effect models. Results: Eighteen studies …

Low-Dose Aspirin For Venous Thromboembolism Prophylaxis Is Associated With Lower Rates Of Periprosthetic Joint Infection After Total Joint Arthroplasty, Farideh Najafi, Joseph K. Kendal, Nicholas V. Peterson, Kerri-Anne Ciesielka, Camilo Restrepo, Javad Parvizi, Nicholas M. Bernthal

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Aspirin as a venous thromboembolism (VTE) prophylactic agent has been shown to have antistaphylococcal and antibiofilm roles. Optimal acetylsalicylic acid (ASA) dosage would facilitate antimicrobial effects while avoiding over-aggressive inhibition of platelet antimicrobial function. Our purpose was to determine the periprosthetic joint infection (PJI) rate after total joint arthroplasty in patients receiving low-dose ASA (81 mg twice a day), in comparison to high-dose ASA (325 mg twice a day).

METHODS: We conducted a retrospective cohort study between 2008 and 2020. Eligible patients were older than 18 years, underwent primary total joint arthroplasty, both total knee arthroplasty and total hip …

Keeping The Lights On: The Impact Of The Covid-19 Pandemic On Elective Total Joint Arthroplasty Utilization In The United States, Matthew W. Cole, Lacee K. Collins, Garrett H. Williams, Olivia C. Lee, William F. Sherman

School of Medicine Faculty Publications

Background: It was estimated that up to 30,000 primary total hip arthroplasty (THA) and total knee arthroplasty (TKA) procedures would be cancelled each week during the moratorium on elective surgeries in the United States. The purpose of this study was to analyze the impact of the COVID-19 pandemic on elective total joint arthroplasty utilization in the United States. Methods: A retrospective study was conducted using the PearlDiver database. Patients who underwent primary elective THAs and TKAs were identified and filtered by state and month from January through September of both 2019 and 2020. The volume of these procedures immediately following …

Gut Permeability May Be Associated With Periprosthetic Joint Infection After Total Hip And Knee Arthroplasty, Emanuele Chisari, Jeongeun Cho, Marjan Wouthuyzen-Bakker, Javad Parvizi

Rothman Institute Faculty Papers

A growing number of recent investigations on the human genome, gut microbiome, and proteomics suggests that the loss of mucosal barrier function, particularly in the gastrointestinal tract, may substantially affect antigen trafficking, ultimately influencing the close bidirectional interaction between the gut microbiome and the immune system. This cross-talk is highly influential in shaping the host immune system function and ultimately affecting the outcome of interventions. We hypothesized that the loss of mucosal barrier in the gut may be associatedto acute and chronic periprosthetic joint infections (PJI). Zonulin, soluble CD14 (sCD14), and lipopolysaccharide (LPS) were tested in plasma as part of …

Knee Joint Biomechanics During Gait Improve From 3 To 6 Months After Anterior Cruciate Ligament Reconstruction, Kelsey Neal, Jack R. Williams, Abdulmajeed Alfayyadh, Jacob J. Capin, Ashutosh Khandha, Kurt Manal, Lynn Snyder-Mackler, Thomas S. Buchanan

Physical Therapy Faculty Research and Publications

Gait alterations after anterior cruciate ligament reconstruction (ACLR) are commonly reported and have been linked to posttraumatic osteoarthritis development. While knee gait alterations have been studied at several time points after ACLR, little is known about how these biomechanical variables change earlier than 6 months after surgery, nor is much known about how they differ over the entire stance phase of gait. The purpose of this study was to examine knee gait biomechanical variables over their entire movement pattern through stance at both 3 and 6 months after ACLR and to study the progression of interlimb asymmetry between the two …

Survey Of Confidence And Knowledge To Manage Patellofemoral Pain In Readers Versus Nonreaders Of The Physical Therapy Clinical Practice Guideline, Richard W. Willy, Lisa T. Hoglund, Neal R. Glaviano, Lori A. Bolgla, David M. Bazett-Jones

Department of Physical Therapy Faculty Papers

Objectives: To compare beliefs of physical therapists (PTs) who read the clinical practice guideline (CPG) for the management of individuals with patellofemoral pain (PFP) to those who have not read the CPG.

Design: Cross-sectional study.

Setting: Online survey.

Participants: 494 currently licensed/registered PTs or physiotherapists.

Main Outcome Measures: Respondents answered Likert-based or open-ended questions regarding the diagnosis, prognosis, risk factors, and management of individuals with PFP, as well as confidence for managing individuals with PFP, especially the ability to identify beneficial and non-beneficial interventions. We dichotomized responses into participants who read (READERS) and did not read (NonREADERS) the CPG.

Results: …

Meloxicam Versus Celecoxib For Postoperative Analgesia After Total Knee Arthroplasty: Safety, Efficacy And Cost, Amer Haffar, Yale A Fillingham, Leigham Breckenridge, D'Andrew Gursay, Jess H Lonner

Rothman Institute Faculty Papers

INTRODUCTION: Nonsteroidal anti-inflammatory drugs (NSAIDs) are commonly used as part of multimodal analgesia in total knee arthroplasty (TKA). Selective cyclooxygenase (COX)-2 inhibitors (e.g., celecoxib) are believed to have fewer gastrointestinal (GI) adverse effects than nonselective NSAIDS. Meloxicam is less selective for COX-2 than celecoxib is and partially inhibits COX-1 at higher doses. Nonetheless, some surgeons prefer using nonselective NSAIDs because of their lower expense.

METHODS: Four thousand nine hundred ninety-four patients who underwent TKA between January 2015 and February 2020 and took either celecoxib (n = 3,174), meloxicam 15 mg/d (n = 1,819), or meloxicam 7.5 mg/d (n = 451) …

Highly-Individualized Physical Therapy Instruction Beyond The Clinic Using Wearable Inertial Sensors, Samir A. Rawashdeh, Ella Reimann, Timothy L. Uhl

Physical Therapy Faculty Publications

Musculoskeletal conditions, often requiring rehabilitation, affect one-third of the U.S. population annually. This paper presents rehabilitation assistive technology that includes body-worn motion sensors and a mobile application that extends the reach of a physical rehabilitation specialist beyond the clinic to ensure that home exercises are performed with the same precision as under clinical supervision. Assisted by a specialist in the clinic, the wearable sensors and user interface developed allow the capture of individualized exercises unique to the patient’s physical abilities. Beyond the clinical setting, the system can assist patients by providing real-time corrective feedback to repeat these exercises through a …

Knee Cartilage T2 Relaxation Times 3 Months After Acl Reconstruction Are Associated With Knee Gait Variables Linked To Knee Osteoarthritis, Jack R. Williams, Kelsey Neal, Abdulmajeed Alfayyadh, Kendra Lennon, Jacob J. Capin, Ashutosh Khandha, Kurt Manal, Hollis G. Potter, Lynn Snyder-Mackler, Thomas S. Buchanan

Physical Therapy Faculty Research and Publications

Osteoarthritis development after ACL reconstruction (ACLR) is not well understood. Investigators have examined associations between knee biomechanical alterations and quantitative MRI (qMRI) variables, reflective of cartilage health, 12–60 months following ACLR; however, none have done so early after surgery. As part of an exploratory study, 45 individuals (age, 23 ± 7 years) underwent motion analysis during walking and qMRI 3 months after ACLR. For each limb, peak knee adduction moment (pKAM) and peak knee flexion moment (pKFM) were determined using inverse dynamics and peak medial compartment force was calculated using a neuromusculoskeletal model. T₂ relaxation times in the medial …

The Effect Of A Brief, Web-Based Animated Video For Improving Comprehension And Implementation Feasibility For Reducing Anterior Cruciate Ligament Injury: A Three-Arm Randomized Controlled Trial, Erich Petushek, Anne Inger Mørtvedt, Brittany L. Nelson, Mary C. Hamati

Michigan Tech Publications

Neuromuscular injury prevention training (IPT) has been shown to reduce anterior cruciate ligament (ACL) injury risk by approximately 50%, but the implementation rate is low. One of the most important modifiable barriers for implementation is coaches’ comprehension of risk and intervention strategies. This study aimed to evaluate the effect of a brief, web-based, animated video on ACL injury prevention comprehension and IPT implementation feasibility. Coaches in landing and cutting sports were recruited and randomized into three groups. (1) Intervention: brief multimedia animated video about ACL injury and prevention. (2) Active control: commonly accessed, text-based web resource about ACL injury and …

Rehabilitation And Return-To-Play Criteria After Fresh Osteochondral Allograft Transplantation: A Systematic Review., Michael Stark, Somnath Rao, Brendan Gleason, Robert A. Jack, Bradford Tucker, Sommer Hammoud, Kevin B. Freedman

Rothman Institute Faculty Papers

Background: Fresh osteochondral allograft (OCA) is a treatment option that allows for the transfer of size-matched allograft cartilage and subchondral bone into articular defects of the knee. Although long-term studies show good functional improvement with OCA, there continues to be wide variability and a lack of consensus in terms of postoperative rehabilitation protocols and return to sport.

Purpose: To systematically review the literature and evaluate the reported rehabilitation protocols after OCA of the knee, including weightbearing and range of motion (ROM) restrictions as well as return-to-play criteria.

Study Design: Systematic review; Level of evidence, 4.

Methods: PubMed, EMBASE, Cumulative Index …

Asymmetries In Dynamic Valgus Index After Anterior Cruciate Ligament Reconstruction: A Proof-Of-Concept Study, Kai Yu Ho, Andrew Murata

Physical Therapy Faculty Publications

Individuals with anterior cruciate ligament reconstruction (ACLR) are at a higher risk for subsequent anterior cruciate ligament (ACL) tears. Risk factors for ACL injuries likely involve a combination of anatomical, biomechanical, and neuromuscular factors. Dynamic knee valgus has been indicated as a possible biomechanical factor for future ACL injuries. Given that knee valgus is often accompanied by contralateral pelvic drop during single-leg activities, a dynamic valgus index (DVI) that quantifies combined kinematics of the knee and hip in the frontal plane has recently been developed. As the premise of asymmetrical DVI between limbs in the ACLR population has not been …

Enhanced Arthrocentesis Of The Flexed Knee With Pneumatic Compression, Sumir Brahmbhatt, Maheswari Muruganandam, Ahsan Iqbal, David Cisneros, Adnan Kiani, Nicole Suzanne Emil, Sharon Nunez, William Hayward, Philip Band, Wilmer Sibbitt Jr.

Quality Improvement/Patient Safety Symposium

Background/Objective: To explore an alternative to standard extended knee arthrocentesis using pneumatic compression of the flexed knee.

Methods: Using a paired sample design, 41 consecutive effusive knees underwent arthrocentesis in the flexed knee position first without and then with pneumatic compression of suprapatellar bursa. Arthrocentesis success and fluid yield in milliliters (ml) were measured. For comparison 41 consecutive patients who had undergone extended knee arthrocentesis without and with compression were also studied.

Results: Successful diagnostic arthrocentesis (≥ 3 ml) of the effusive flexed knee was 85% (35/41) without compression and increased significantly to 100% (41/41) with pneumatic compression (p=0.027). Synovial …

Managing Vibration Training Safety By Using Knee Flexion Angle And Rating Perceived Exertion, Long-Ren Chuang, Wen-Wen Yang, Po-Ling Chang, Vincent Chiun-Fan Chen, Chiang Liu, Tzyy-Yuang Shiang

Engineering Science Faculty Publications

Whole-body vibration (WBV) is commonly applied in exercise and rehabilitation and its safety issues have been a major concern. Vibration measured using accelerometers can be used to further analyze the vibration transmissibility. Optimal bending angles and rating of perceived exertion (RPE) evaluations have not been sufficiently explored to mitigate the adverse effect. Therefore, the aims of this study were to investigate the effect of various knee flexion angles on the transmissibility to the head and knee, the RPE during WBV exposure, and the link between the transmissibility to the head and the RPE. Sixteen participants randomly performed static squats with …

Development Of A Mind Body Program For Obese Knee Osteoarthritis Patients With Comorbid Depression, Cale A. Jacobs, Ryan A. Mace, Jonathan Greenberg, Paula J. Popok, Mira Reichman, Christian Lattermann, Jessica L. Burris, Eric A. Macklin, Ana-Maria Vranceanu

Orthopaedic Surgery and Sports Medicine Faculty Publications

Knee osteoarthritis (OA) is the most common joint disorder in the U.S. and a leading cause of disability. Depression and obesity are highly comorbid among knee OA patients, and the combination of obesity and depression is associated with decreased physical activity, higher pain and disability, and more rapid cartilage degradation. Depression, obesity and OA exacerbate one another and share a common pathophysiology involving systemic inflammation and pro-inflammatory cytokines, reflecting a complex mind-body interaction. Current treatments for knee OA offer little to no benefit over placebo, and do not emphasize mind-body practices or physical activity to target the underlying pathophysiology. Mind-body …

Fatigue-Related Feedback From Calf Muscles Impairs Knee Extensor Voluntary Activation, Harrison T. Finn, David S. Kennedy, Simon Green, Janet L. Taylor

Research outputs 2014 to 2021

INTRODUCTION:

Fatigue-related group III/IV muscle afferent firing from agonist, antagonist or distal muscles impairs the ability to drive the elbow flexors maximally, that is, reduces voluntary activation. In the lower limb, the effect of feedback from distal muscles on the proximal knee extensors is unknown. Here, we test whether maintained group III/IV afferent feedback from the plantarflexor muscles reduces voluntary activation of the knee extensors.

METHODS:

On 2 d, voluntary activation of the knee extensors during maximal voluntary contractions (MVCs) was assessed in 12 participants before and after a 3-min fatiguing task of the plantarflexors. On 1 d, an inflatable …

Contemporary Strategies To Prevent Infection In Hip And Knee Arthroplasty, Lachlan M. Batty, Brent Lanting

Bone and Joint Institute

© 2020, Springer Science+Business Media, LLC, part of Springer Nature. Purpose of Review: Prosthetic joint infection (PJI) remains a serious concern in lower limb arthroplasty. Despite the significant consequences of PJI, the assessment of the safety and efficacy of preventative measures is challenging due to a low event rate. Notwithstanding, enormous efforts have been made in this arena, and prevention strategies continue to evolve. This review provides an update on contemporary literature (published within the last 5 years) pertaining to infection prevention in primary hip and knee arthroplasty. Recent Findings: Patient optimization has been highlighted as a critical preoperative factor …

Walking Kinematics In Young Children With Limb Loss Using Early Versus Traditional Prosthetic Knee Prescription Protocols, Mark Daniel Geil, Zahra Safaeepour, Brian Giavedoni, Colleen Coulter

Faculty Articles

The traditional treatment protocol for young children with congenital or acquired amputations at or proximal to the knee prescribes a prosthesis without a working knee joint, based in part on the assumption that a child learning to walk cannot properly utilize a passively flexing prosthetic knee component. An alternative to this Traditional Knee (TK) protocol is an “Early Knee” (EK) protocol, which prescribes an articulating prosthetic knee in the child’s first prosthesis, during development of crawling and transitioning into and out of upright positions. To date, no study has compared samples of children with limb loss at or proximal to …

Postoperative Delirium After Major Orthopedic Surgery., Michael K. Urban, Mayu Sasaki, Abigail M. Schmucker, Steven K. Magid

Student Papers, Posters & Projects

BACKGROUND: Postoperative delirium (POD) is one of the most common complications in older adult patients undergoing elective surgery. Few studies have compared, within the same institution, the type of surgery, risk factors and type of anesthesia and analgesia associated with the development of POD.

AIM: To investigate the following three questions: (1) What is the incidence of POD after non-ambulatory orthopedic surgery at a high-volume orthopedic specialty hospital? (2) Does surgical procedure influence incidence of POD after non-ambulatory orthopedic surgery? And (3) For POD after non-ambulatory orthopedic surgery, what are modifiable risk factors?

METHODS: A retrospective cohort study was conducted …

Assessment Of The Composition And Biologic Activity Of Platelet Rich Plasma And Its Relationship To Clinical Outcomes In Patients With Knee Osteoarthritis, Daniel Nemirov, Bijan Dehghani, Habib Zahir, Xiaoning Yuan, Christine Kim, Reyna Bhandhari, Patrick Fava, Yurii Chinenov, Joseph Nguyen, Laura Donlin, Brian Halpern, Scott Rodeo, Miguel Otero

Phase 1

Recent studies suggest positive clinical outcomes associated with platelet-rich-plasma (PRP) administration to treat knee osteoarthritis (OA). However, the results remain inconclusive in part because of the high variability in PRP preparations and the limited information regarding the relevant biologically active components of PRP. We hypothesize that the variability in clinical response is driven by the heterogeneous composition of PRP. In this study we evaluated the composition and biological activity of PRP and further correlated our findings to clinical outcomes in patients receiving intra-articular injections for knee OA. After IRB approval and patient consent, we enrolled 51 patients (mean age: 57.9 …

Causal Discovery In Radiographic Markers Of Knee Osteoarthritis And Prediction For Knee Osteoarthritis Severity With Attention-Long Short-Term Memory., Yanfei Wang, Lei You, Jacqueline Chyr, Lan Lan, Weiling Zhao, Yujia Zhou, Hua Xu, Philip Noble, Xiaobo Zhou

Student and Faculty Publications

The goal of this study is to build a prognostic model to predict the severity of radiographic knee osteoarthritis (KOA) and to identify long-term disease progression risk factors for early intervention and treatment. We designed a long short-term memory (LSTM) model with an attention mechanism to predict Kellgren/Lawrence (KL) grade for knee osteoarthritis patients. The attention scores reveal a time-associated impact of different variables on KL grades. We also employed a fast causal inference (FCI) algorithm to estimate the causal relation of key variables, which will aid in clinical interpretability. Based on the clinical information of current visits, we accurately …

Test-Retest Reliability And Minimum Detectable Change For Various Frontal Plane Projection Angles During Dynamic Tasks, David M. Werner, Stephanie Di Stasi, Cara L. Lewis, Joaquin Alberto Barrios

Physical Therapy Faculty Publications

Objective: Establish between-day test-retest reliability metrics for 2-dimensional frontal plane projection angles (FPPAs) during the lateral step-down (LSD), single-limb squat (SLS), single-limb landing (SLL), and drop vertical jump (DVJ).

Design: Test-retest reliability study

Setting: University laboratory

Participants: 20 healthy adults (12 female, age = 23.60±1.93 years old, body mass index = 24.26±2.54 kg/m²) were tested on 2 separate occasions 7-14 days apart.

Main Outcome Measures: Intraclass correlation coefficients (ICC), standard errors of the measurement (SEM), and minimal detectable change (MDC) values across the LSD, SLS, SLL, and DVJ for the following body region variables: trunk, trunk on pelvis, …