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Modification of Commonly Used Outcome Tools to Quantify the Patient Pain Distress Index Following Acute and Chronic Orthopedic Trauma

Konda, Sanjit; Mercer, Nathaniel P; Lezak, Bradley A; Egol, Kenneth A
INTRODUCTION/BACKGROUND:Patient-reported outcome measures (PROMs) are an important component of evaluating patient health and are increasingly utilized in orthopedics. However, their use remains inconsistent among orthopedic subspecialties, with only 21% of orthopedic trauma surgeons reporting regular use of PROMs in their practice. While tools for quantifying patient distress in response to pain have been developed, they are often difficult to apply due to extensive questioning and the need for prospective implementation. The purpose of this study was to propose a novel retrospective technique to measure the Pain Distress Index (PDI) using two common PROMs: the visual analog scale (VAS) and the short musculoskeletal functional assessment (SMFA). METHODS:A total of 797 patients who underwent operative repair of a tibial plateau fracture or revision of long bone nonunion were included. To quantify PDI, a linear trend line was calculated from a scatter plot of SMFA Bothersome Index (BI) vs. VAS pain scores at three months postoperatively. Reported SMFA BI was compared to predicted SMFA BI, and patients were stratified into three cohorts: "limited," "adequate," and "excellent" PDI. RESULTS:In both cohorts, SMFA Function Index scores at 6 and 12 months postoperatively differed significantly among the limited, adequate, and excellent PDI levels (p < 0.0005, p < 0.0005). Worse PDI (indicating greater distress from pain) was associated with poorer SMFA Function Index scores. CONCLUSIONS:The combination of SMFA BI and VAS scores may serve as a useful tool to quantify PDI without requiring an additional questionnaire. "Limited" PDI was associated with poorer functional outcomes at 6 and 12 months postoperatively. This method may help predict which patients are at risk for worse functional outcomes and could serve as a retrospective proxy for resilience in future research.
PMCID:11961270
PMID: 40171362
ISSN: 2168-8184
CID: 5819052

Benefit of Expedited Time to Hip Fracture Surgery Differs Based on Patient Risk Profile

Ganta, Abhishek; Merrell, Lauren A; Herbosa, Carolyn; Egol, Kenneth A; Konda, Sanjit R
OBJECTIVES/OBJECTIVE:To identify which hip fracture patients benefit the most from operative repair within 24 hours of Emergency Department presentation based on patient risk stratification. DESIGN/METHODS:Retrospective Cohort. SETTING/METHODS:Academic Medical Center. PATIENT SELECTION CRITERIA/UNASSIGNED:Patients operatively treated for an AO/OTA 31 A, 31 B, or 32 A hip fracture. OUTCOME MEASURES AND COMPARISONS/UNASSIGNED:Each patient was placed into an "individualized risk quartile" (Individual Risk Quartile) using a validated risk stratification tool (The Score for Trauma Triage in the Geriatric and Middle-Aged [Score for Trauma Triage and Geriatric Middle Aged], a tool proven to predict inpatient mortality in trauma patients). Patients were risk stratified into minimal-, low-, moderate-, and high-risk IRQs. In each cohort, patients were separated into 3 groups based on their time from Emergency Department arrival to surgery (<24 hours, >24 hours and <48 hours, and >48 hours). Each of these 12 groups was analyzed for complications (minor inpatient complications included acute kidney injury, urinary tract infection, decubitus ulcer, and acute blood loss anemia, while major inpatient complications included sepsis or septic shock, pneumonia, acute respiratory failure, stroke, myocardial infarction, cardiac arrest, and deep vein thrombosis or pulmonary embolism), mortality rates, and hospital quality measures (length of stay and readmission rates). The results were compared across cohorts. RESULTS:A total of 2472 patients were identified: the mean age of the cohort was 80.6 ± 10.3 and was predominantly female (69%) and white (71%). The data demonstrated improved outcomes (complications, mortality rates, hospital quality measures) across all patients (nonrisk stratified) for surgery within 24 hours compared with surgery between 24 hours and 48 hours and surgery greater than 48 hours (all outcomes P < 0.050). However, these effects were not evenly distributed among the IRQs. In the IRQ4 cohort, major complication rates progressed from 20% to 25% to 34% as a function of time to surgery ( P = 0.007). IRQ1 did not demonstrate similar results ( P = 0.756), with the rates essentially static across surgery time points (3%-2% to 4%). A similar trend was seen when analyzing mortality at 1 year for highest risk patients, with similar 1-year mortality rates across operating room windows of IRQs 1-3 (IRQ1: P = 0.061, IRQ2: P = 0.259, IRQ3: P = 0.524) but increased in IRQ4 with increasing time to surgery (21% vs. 33% vs. 33%, P = 0.006). CONCLUSIONS:This study demonstrates a differential impact of expedited time to surgery on patients when stratified by the risk profile. The lowest risk hip fracture patients do not fare worse if operated on within 48 hours as compared to 24 hours. LEVEL OF EVIDENCE/METHODS:Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
PMID: 39601534
ISSN: 1531-2291
CID: 5779932

Predicting Proximal Humerus Fracture Mechanical Complications: Are Computed Tomography Hounsfield Units the Answer?

Fisher, Nina D; Bi, Andrew S; Egol, Kenneth A
INTRODUCTION/BACKGROUND:The purpose was to determine whether computed tomography (CT) Hounsfield units (HU) as a proxy for bone quality can predict postoperative complications following surgical treatment of proximal humerus fractures. METHODS:Sixty-six patients with 2-, 3-, or 4-part proximal humerus fractures who underwent surgical fixation at single institution and had complete radiographic data available were included. Radiographic measurements included the deltoid tuberosity index (DTI) on preoperative anterior-posterior shoulder radiographs, and the HU value from the surgical proximal humerus was determined by measuring the humeral head at the midaxial/coronal/sagittal CT image using a circle-type region of interest (≥35 mm2). Postoperative complications recorded were implant failure, development of osteonecrosis, nonunion, and acute periprosthetic fracture. Patients with and without complications were statistically compared, and binary logistic regression was performed to determine whether preoperative proximal humerus CT HU were predictive of complications. RESULTS:Eight patients (12.1%) developed 11 overall complications, with three patients experiencing multiple complications each. Complications included osteonecrosis (4), implant failure (5), nonunion (1), and acute periprosthetic fracture (1). No difference was observed in demographics or Neer or AO/OTA classification between those with and without complications. Patients with complications had markedly lower DTI and overall HU as well as HU in the coronal and sagittal planes. Regression analysis for average DTI demonstrated a higher DTI and had a 10 times decreased risk of complication (P = 0.040, odds ratio = -10.5, 95% confidence interval, 0.000 to 0.616). Regression analysis for average total HU also found a higher HU associated with a decreased risk of complications (P = 0.034, odds ratio = -0.020, 95% confidence interval, 0.980 to 0.962). Logistic regression analysis, including age, age-adjusted Charlson Comorbidity Index, mean DTI, and mean total HU, only found mean total HU to be notable within the model. DISCUSSION/CONCLUSIONS:CT HU may identify patients with poorer bone quality and thus help predict postoperative complications. LEVEL OF EVIDENCE/METHODS:Diagnostic Level III.
PMID: 39467278
ISSN: 1940-5480
CID: 5746792

Evaluating the Severity Spectrum: A Hierarchical Analysis of Complications during Hip Fracture Admission Associated with Mortality

Pettit, Christopher J; Herbosa, Carolyn F; Ganta, Abhishek; Rivero, Steven; Tejwani, Nirmal; Leucht, Philipp; Konda, Sanjit R; Egol, Kenneth A
OBJECTIVES/OBJECTIVE:To determine which in-hospital complications following the operative treatment of hip fractures are associated with increased inpatient, 30-day and 1 year mortality. METHODS:Design: Retrospective study. SETTING/METHODS:A single academic medical center and a Level 1 Trauma Center. PATIENT SELECTION CRITERIA/UNASSIGNED:All patients who were operatively treated for hip fractures (OTA/AO 31A, 31B and Vancouver A,B, and C periprosthetic fractures) at a single center between October, 2014 and June, 2023. OUTCOME MEASURES AND COMPARISONS/UNASSIGNED:Occurrence of an in-hospital complication was recorded. Cohorts were based upon mortality time points (during admission, 30-days and 1-year) and compared to patients who were alive at those time points to determine which in- hospital complications were most associated with mortality. Correlation analysis was performed between patients who died and those who were alive at each time point. RESULTS:A total of 3,134 patients (average age of 79.6 years, range 18-104 years and 66.6% female) met inclusion for this study. The overall mortality rate during admission, 30 days and 1 year were found to be 1.6%, 3.9% and 11.1%, respectively. Sepsis was the complication most associated with increased in-hospital mortality (OR: 7.79, 95% CI 3.22 - 18.82, p<0.001) compared to other in-hospital complications. Compared to other in-hospital complications, stroke was the complication most associated with 30-day mortality (OR: 7.95, 95% CI 1.82 - 34.68, p<0.001). Myocardial infarction was the complication most associated with 1-year mortality (OR: 2.86, 95% CI 1.21 - 6.77, p=0.017) compared to other in-hospital complications. CONCLUSIONS:Post-operative sepsis, stroke and myocardial infraction were the three complications most associated with mortality during admission, 30-day mortality and 1-year mortality, respectively, during the operative treatment of hip fractures. LEVEL OF EVIDENCE/METHODS:Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
PMID: 39207724
ISSN: 1531-2291
CID: 5729922

Cephalomedullary Nails for Isolated Subtrochanteric Femur Fractures: Age-Related Variations in Fracture Pattern and Perioperative Factors Do Not Affect Clinical and Radiographic Outcomes

Merrell, Lauren A; Kadiyala, Manasa L; Gibbons, Kester; Ganta, Abhishek; Konda, Sanjit R; Egol, Kenneth A
INTRODUCTION/UNASSIGNED:There is scarce data in literature on the demographics, treatment, and outcomes of subtrochanteric femur fracture patients. This study evaluated the effect of age on injury details, perioperative and hospital parameters, and outcomes following subtrochanteric fracture fixation. METHODS/UNASSIGNED:An IRB-approved review of a consecutive series of subtrochanteric femoral fractures was performed. Patient charts and radiographs were examined to confirm patients were operatively treated for an AO/OTA Type 32A, B or C subtrochanteric femur fracture, as well as for demographics, injury information, perioperative details, radiographic parameters, hospital quality measures, and outcomes. Patients were divided into younger (Y) (< 65 years old) and older (O) (≥ 65 years old) cohorts. Comparative analyses were conducted between cohorts. RESULTS/UNASSIGNED: < 0.001). There were no differences in post-op complications, readmission or mortality rates, nonunion, fixation failure, or radiographic time to healing between cohorts. CONCLUSION/UNASSIGNED:Younger patients present with different subtrochanteric fracture patterns and discharge profiles than older patients and are treated with different implants. However, despite these differences, younger and older patients have similar radiographic and clinical outcomes. LEVEL OF EVIDENCE/UNASSIGNED:III.
PMCID:11680529
PMID: 39735872
ISSN: 0019-5413
CID: 5805442

Outcome of a Nail-plate Fixation Combination for a Distal Femur Fracture in a 99-year-old Patient [Case Report]

Linker, Jacob A; Ganta, Abhishek; Egol, Kenneth A; Konda, Sanjit R
INTRODUCTION/UNASSIGNED:This report describes the use of a combination of a retrograde femoral nail and distal femur locking plate for the treatment of an open intra-articular distal femur fracture in a 99-year-old female. The purpose of this report is to highlight that nail-plate fixation constructs can be performed percutaneously and expeditiously even in extremely old patients; therefore, patient age should not be a limiting factor in choosing this construct to allow for immediate weight-bearing. CASE REPORT/UNASSIGNED:The patient was a 99-year-old female who presented to the emergency room after a fall. Plain radiographs demonstrated a comminuted supracondylar distal femur fracture with a sagittal intercondylar split (OTA classification 33A3.3). She was indicated for operative repair and was fixed with a combination of a retrograde Stryker T2 alpha nail and Stryker distal femur locking plate. This method was chosen to allow the patient to be weight-bearing as tolerated after surgery so she could immediately start work with physical therapy to work towards getting back to her pre-injury ambulatory status. At 3 months post-operatively, she had minimal pain, no difficulties with activities of daily living, and was ambulating with the assistance of a cane. At 9 months post-operatively, she was ambulating with a cane (pre-injury status). She did not report any pain, and her radiographs illustrated fracture site consolidation. Furthermore, her short musculoskeletal functional assessment score was the same as it was pre-injury (81). CONCLUSION/UNASSIGNED:This case supports the idea of using a nail-plate combination for repair of intra-articular distal femur fractures, even in the very elderly as the patient's functional outcome data reached pre-injury levels. In addition, it allows even elderly patients to begin early weight-bearing and decreases complications related to lack of extremity use.
PMCID:11723753
PMID: 39801876
ISSN: 2250-0685
CID: 5776142

Age Is Not Just a Number: The Intersection of Age, Orthopedic Injuries, and Worsening Outcomes Following Low-Energy Falls

Ranson, Rachel; Esper, Garrett W; Covell, Nicole; Dedhia, Nicket; Ganta, Abhishek; Egol, Kenneth A; Konda, Sanjit R
BACKGROUND:The purpose of this study is to stratify the age at which older adults are most likely to sustain injuries and major complications resulting from low-energy falls so that fall prevention strategies may be targeted to more susceptible age groups. METHODS:A consecutive series of 12 709 patients older than 55 years enrolled in an orthopedic trauma registry from October 2014 to April 2021 were reviewed for demographic factors, hospital quality measures, and outcomes. Patients were grouped by age brackets in 5-year intervals. Comparative analyses were conducted across age groups with an additional post hoc analysis comparing the 75- to 79-year-old cohort with others. All statistical analyses were conducted utilizing a Bonferroni-adjusted alpha. RESULTS:Of the 12 709 patients, 9924 patients (78%) sustained a low-energy fall. The mean age of the cohort was 75.3 (range: 55-106) years and the median number of complications per person was 1.0 (range: 0-7). The proportion of females increased across each age group. The mean Charlson Comorbidity Index increased across each age group, except in the cohort of 90+ years of age. There was a varied distribution of fractures among age groups with the incidence of hip fractures most prominently increasing with age. Complication rates varied significantly between all age groups. Between the ages of 70 to 74 years and 80 to 84 years, there was a 2-fold increase in complication rate, and between the ages of 70 to 74 years and 75 to 79 years, there was a near 2×/1.5×/1.4× increase in inpatient, 30-day, and 1-year mortality rate, respectively. When controlling for confounding demographic variables between age groups, the rates of complications and mortality still differed. CONCLUSIONS:Fall prevention interventions, while applicable to all older adult patients, could improve outcomes by offering additional resources particularly for individuals between 70 and 80 years of age. These additional resources can help minimize excessive hospitalizations, prolonged lengths of stay, and the detrimental complications that frequently coincide with falls. Although hip fractures are the most common fracture as patients get older, other fractures still occur with frequency, and fall prevention strategies should account for prevention of these injuries as well.
PMID: 37703046
ISSN: 2152-0895
CID: 5767062

Hoffa fractures are slower to heal than entire condyle fractures of the distal femur: an analysis of type 33B fractures

Pettit, Christopher J; Konda, Sanjit R; Ganta, Abhishek; Tejwani, Nirmal C; Egol, Kenneth A
PURPOSE/OBJECTIVE:To examine patient demographic and clinical outcomes associated with partial articular distal femoral fractures. METHODS:An IRB-approved study was conducted on a consecutive series of patients being treated for isolated partial articular distal femoral fractures at a single academic medical center between August, 2011 and July, 2023. Patient demographics, hospital quality measures and outcomes for each patient were reviewed. All fractures were fixed using screws alone or plate and screw constructs. Fractures were grouped into isolated entire medial or lateral condyle (OTA/AO 33B1 or B2) and posterior unicondylar (Hoffa) fractures (OTA/AO 33B3.2). Cohorts were compared for clinical, radiographic and complication outcomes using Chi-Square Tests and ANOVA tests. RESULTS:A total of 30 patients were identified with a mean of 55.2 years. There were 16 (53.3%) isolated medial/lateral condylar fractures and 14 (46.7%) Hoffa fractures. There were no differences between the two fracture types in terms of baseline demographics. There was no difference in terms of length of stay or in-hospital complications between the fracture types. All fractures united. There was also no difference in range of knee motion at latest follow-up visit. Hoffa fractures required a longer time for radiographic healing (4.5 months vs. 3.05 months, p = 0.012). CONCLUSION/CONCLUSIONS:Hoffa fractures require longer time to radiographic healing compared to other partial articular distal femoral fractures; however no other differences were seen based on fracture patterns. LEVEL OF EVIDENCE/METHODS:III.
PMID: 39666105
ISSN: 1432-1068
CID: 5762922

Mass Spectrometry Characterization of the Human Ankle and Hindfoot Fracture Microenvironment in Young and Aged Subjects

Dankert, John F; Mehta, Devan D; Rodrick, Tori C; Kanshin, Evgeny; Parola, Rown; Ueberheide, Beatrix M; Jones, Drew R; Egol, Kenneth A; Leucht, Philipp
BACKGROUND/UNASSIGNED:Bone regeneration following a fracture is dependent on multiple factors including skeletal stem cells (SSCs). Recruitment, proliferation, and differentiation of the SSCs is guided by the proteins and metabolites found within the fracture microenvironment. Understanding how intrinsic factors affect the fracture microenvironment has been a topic of ongoing investigation. This study sought to determine whether the levels of select proteins and metabolites within the fracture hematoma would be differentially expressed depending on the age of the patient. We hypothesized that a distinct set of proteins and metabolites found within the fracture hematoma microenvironment would be present at varying levels depending on patient age. METHODS/UNASSIGNED:The research study was reviewed and approved by an Institutional Review Board. Hematomas were collected from subjects aged 18 years old or older undergoing surgical intervention for a fracture. Hematoma samples were selected from the biorepository and assigned to one of two fracture groups including young ankle/hindfoot and aged ankle/hindfoot. Protein and metabolite levels within each hematoma were analyzed by liquid chromatography-mass spectrometry. RESULTS/UNASSIGNED:A total of seven hematomas were included in each the young ankle/hindfoot and aged ankle/hindfoot groups. From the global metabolomic analysis, creatine, 2-methylindoline, and acetyl-L-carnitine were identified as being differentially expressed between both groups. An untargeted metabolomic analysis of the two groups identified significant differences in the levels of an additional 66 metabolites. Proteomic analysis identified 34 proteins that were expressed at significantly different levels. CONCLUSIONS/UNASSIGNED:The level of metabolites and proteins found within the local fracture environment vary by patient age. Future investigations will focus on identifying a role for these proteins and metabolites in bone homeostasis and fracture healing. LEVEL OF EVIDENCE/UNASSIGNED:N/A, basic science investigation. SUPPLEMENTARY INFORMATION/UNASSIGNED:The online version contains supplementary material available at 10.1007/s43465-024-01284-3.
PMCID:11628468
PMID: 39664353
ISSN: 0019-5413
CID: 5762832

Compartment Syndrome in Association with Tibial Plateau Fracture: Standardized Protocols Ensure Optimal Outcomes

Schwartz, Luke; Parola, Rown; Ganta, Abhishek; Konda, Sanjit; Rivero, Steven; Egol, Kenneth A
The purpose of this study was to report on the treatment, results, and longer-term outcomes of patients who sustained a tibial plateau fracture with an associated leg compartment syndrome (CS). A total of 766 patients who sustained 766 tibial plateau fractures met inclusion criteria. Fourteen patients (1.8%) were diagnosed with CS in association with a tibial plateau fracture during their initial hospitalization, 13 at the time of presentation and 1 delayed. The treatment protocol consisted of initial external fixation and fasciotomy, followed by irrigation and debridement, and eventual closure. Fasciotomy cases included 2/14 (14.3%) single incision approaches and 12/14 (85.7%) dual incision approaches. Operative treatment of the tibial plateau fracture was performed at the time of final closure or once soft tissues were permitted. One case of CS that developed following definitive fixation was treated with fasciotomy and delayed primary closure after initial stabilization. Ten (71.4%) were available at 1-year follow-up. We compared these 10 cases to the patients with operative tibial plateau fractures without CS to assess for surgical, radiographic, clinical, and functional outcomes. We used a propensity match based on age, body mass index, sex, Charleson comorbidity index, and fracture type to reduce the presence of confounding biases. Standard statistical methods were employed. Those in the CS cohort were younger males (p < 0.05). At latest follow-up, function did not differ between those in the CS group compared with the non-CS cohort (p > 0.05). Clinically, knee flexion (130.7 vs. 126; p = 0.548), residual depression (0.5 vs. 0.2; p = 0.365), knee alignment (87.7 vs. 88.3; p = 0.470), and visual analog scale pain scores (3.0 vs. 2.4; p = 0.763) did not differ between the cohorts. Although infection was higher in the CS cohort, the overall complication rates did not differ between the CS patients and non-CS cohort (p > 0.05). Early identification and standardized treatment protocols for the management of CS that develops in association with a tibial plateau fracture lead to outcome scores that were not significantly different from patients who did not develop CS.
PMID: 39251201
ISSN: 1938-2480
CID: 5690092