Validation of a Discharge Risk Calculator for Rural Patients Following Total Joint Arthroplasty.

BACKGROUND: As the volume of total joint arthroplasty in the US continues to grow, new challenges surrounding appropriate discharge surface. Arthroplasty literature has demonstrated discharge disposition to postacute care facilities carries major risks regarding the need for revision surgery, patient comorbidities, and financial burden. To quantify, categorize, and mitigate risks, a decision tool that uses preoperative patient variables has previously been published and validated using an urban patient population. The aim of our investigation was to validate the same predictive model using patients in a rural setting undergoing total knee arthroplasty (TKA) and total hip arthroplasty. METHODS: All TKA and THA procedures that were performed between January 2012 and September 2022 at our institution were collected. A total of 9,477 cases (39.6% TKA, 60.4% THA) were included for the validation analysis. There were 9 preoperative variables that were extracted in an automated fashion from the electronic medical record. Included patients were then run through the predictive model, generating a risk score representing that patient's differential risk of discharge to a skilled nursing facility versus home. Overall accuracy, sensitivity and specificity were calculated after obtaining risk scores. RESULTS: Score cutoff equally maximizing sensitivity and specificity was 0.23, and the proportion of correct classifications by the predictive tool in this study population was found to be 0.723, with an area under the curve of 0.788 - both higher than previously published accuracy levels. With the threshold of 0.23, sensitivity and specificity were found to be 0.720 and 0.723, respectively. CONCLUSIONS: The risk calculator showed very good accuracy, sensitivity, and specificity in predicting discharge location for rural patients undergoing TKA and THA, with accuracy even higher than in urban populations. The model provides an easy-to-use interface, with automation representing a viable tool in helping with shared decision-making regarding postoperative discharge plans.

Refusal of Cancer-Directed Surgery in Patients with Colon Cancer: Risk Factors of Refusal and Survival Data.

INTRODUCTION: Colon cancer is the third leading cause of cancer-related deaths. Although there have been numerous advancements in treatment options, electing to undergo surgery is a difficult decision, and some patients may be hesitant to undergo surgery. We sought to understand the risk factors associated with refusal of surgery and predictors of mortality in patients with colon cancer. METHODS: We retrospectively reviewed the Surveillance, Epidemiology, and End Results database for patients diagnosed with colon cancer from 1995 to 2015. We stratified patients according to whether they underwent surgery or refused recommended surgery. We analyzed numerous demographic, surgical, and oncologic variables and performed univariate analysis to assess predictors for refusal of surgery as well as survival and mortality risk in those refusing surgery. RESULTS: Our analysis included 288,322 patients with primary colon cancer where 284,591 (98.7%) underwent cancer-direct surgery and 3731 (1.3%) refused recommended surgery. Those refusing cancer directed surgery were more likely to be > 70 years old, non-Hispanic black patients, and have distant staged cancer (all p < 0.001). In those refusing surgery, risks for mortality included older age, female gender, widowhood, higher grade or distant-staged cancer, and a positive CEA. CONCLUSIONS: Disparities in care related to patient race, gender, and insurance status were related to patients who refused surgical interventions. This study helps to identify patients who are more likely to refuse surgery and may assist in navigating conversations with patients who are contemplating treatment options.

Association of Clostridioides difficile with adverse clinical outcomes in patients with acute diverticulitis: A nationwide study.

BACKGROUND AND AIM: Acute diverticulitis (AD) is a common gastrointestinal disease with a significant health care-associated burden. Patients hospitalized with AD have many risk factors for developing Clostridioides difficile infection (CDI). CDI is associated with poor outcomes in many diseases but has yet to be studied in AD. METHODS: We utilized data from the National Inpatient Sample from January 2012 to October 2015 for patients hospitalized with AD and CDI compared with AD alone. Primary outcomes, which were mortality, length of stay, and hospitalization cost, were compared. Secondary outcomes were complications of diverticulitis and need for surgical interventions. Risk factors for mortality in AD and risk factors associated with CDI in AD patients were analyzed. RESULTS: Among 767 850 hospitalizations for AD, 8755 also had CDI. A propensity score-matched cohort analysis demonstrated that CDI was associated with increased risk of inpatient mortality (odds ratio [OR] 2.78, 95% confidence interval [CI] 1.30, 5.95), prolonged duration of hospitalization by 4.27 days (P < 0.0001), total hospital cost by $33 271 (P < 0.0001), need for surgery (OR 1.45, 95% CI 1.22, 1.71), and complications of diverticulitis (OR 1.45, 95% CI 1.21, 1.74). Predictors of CDI among patients with AD included female gender (1.12 OR, 95% CI 1.01, 1.24), three or more comorbidities (1.81 OR, 95% CI 1.57, 2.09), and admissions to teaching hospitals (1.44 OR, 95% CI 1.22, 1.70). CONCLUSIONS: Clostridioides difficile infection in AD is associated with increased mortality, length of stay, and hospital cost. Preventative measures should be made for at-risk patients with AD to decrease infection rate and poor outcomes.

Exome-wide Association Study Identifies GREB1L Mutations in Congenital Kidney Malformations.

Renal agenesis and hypodysplasia (RHD) are major causes of pediatric chronic kidney disease and are highly genetically heterogeneous. We conducted whole-exome sequencing in 202 case subjects with RHD and identified diagnostic mutations in genes known to be associated with RHD in 7/202 case subjects. In an additional affected individual with RHD and a congenital heart defect, we found a homozygous loss-of-function (LOF) variant in SLIT3, recapitulating phenotypes reported with Slit3 inactivation in the mouse. To identify genes associated with RHD, we performed an exome-wide association study with 195 unresolved case subjects and 6,905 control subjects. The top signal resided in GREB1L, a gene implicated previously in Hoxb1 and Shha signaling in zebrafish. The significance of the association, which was p = 2.0 × 10-5 for novel LOF, increased to p = 4.1 × 10-6 for LOF and deleterious missense variants combined, and augmented further after accounting for segregation and de novo inheritance of rare variants (joint p = 2.3 × 10-7). Finally, CRISPR/Cas9 disruption or knockdown of greb1l in zebrafish caused specific pronephric defects, which were rescued by wild-type human GREB1L mRNA, but not mRNA containing alleles identified in case subjects. Together, our study provides insight into the genetic landscape of kidney malformations in humans, presents multiple candidates, and identifies SLIT3 and GREB1L as genes implicated in the pathogenesis of RHD.

Genetic Drivers of Kidney Defects in the DiGeorge Syndrome.

BACKGROUND: The DiGeorge syndrome, the most common of the microdeletion syndromes, affects multiple organs, including the heart, the nervous system, and the kidney. It is caused by deletions on chromosome 22q11.2; the genetic driver of the kidney defects is unknown. METHODS: We conducted a genomewide search for structural variants in two cohorts: 2080 patients with congenital kidney and urinary tract anomalies and 22,094 controls. We performed exome and targeted resequencing in samples obtained from 586 additional patients with congenital kidney anomalies. We also carried out functional studies using zebrafish and mice. RESULTS: We identified heterozygous deletions of 22q11.2 in 1.1% of the patients with congenital kidney anomalies and in 0.01% of population controls (odds ratio, 81.5; P=4.5×10-14). We localized the main drivers of renal disease in the DiGeorge syndrome to a 370-kb region containing nine genes. In zebrafish embryos, an induced loss of function in snap29, aifm3, and crkl resulted in renal defects; the loss of crkl alone was sufficient to induce defects. Five of 586 patients with congenital urinary anomalies had newly identified, heterozygous protein-altering variants, including a premature termination codon, in CRKL. The inactivation of Crkl in the mouse model induced developmental defects similar to those observed in patients with congenital urinary anomalies. CONCLUSIONS: We identified a recurrent 370-kb deletion at the 22q11.2 locus as a driver of kidney defects in the DiGeorge syndrome and in sporadic congenital kidney and urinary tract anomalies. Of the nine genes at this locus, SNAP29, AIFM3, and CRKL appear to be critical to the phenotype, with haploinsufficiency of CRKL emerging as the main genetic driver. (Funded by the National Institutes of Health and others.).

Postoperative Communication Volume Following Total Joint Arthroplasty Can Be a Precursor for Emergency Department Visits.

Background: Unplanned calls, messages, and visits to the clinic can occur at a higher rate as newer technologies allow patients more accessibility and connectivity to clinicians. By reviewing postoperative patient phone calls and electronic portal messages, we compared the methods and frequency of communications between conventional and robotic joint arthroplasty cases. Methods: A retrospective review of total hip, total knee, and unicompartmental knee arthroplasty procedures by fellowship-trained adult reconstruction surgeons at our hospitals between 2017 and 2022 was performed. Any unplanned postoperative communication within 30 days of the postoperative period and unplanned emergency department visits were collected. Results: There were 12,300 robotic and manual consecutive primary total hip, total knee, and unicompartmental knee arthroplasty procedures performed on 10,908 patients over the study period. A total of 905 (40.4%) patients and 2012 (23.2%) patients sent an electronic text message (ETM) in the robotic and manual arthroplasty cohorts (P < .0001), respectively. Overall, 1942 (86.6%) patients in the robotic arthroplasty group and 6417 (74%) patients in the manual arthroplasty group had at least one phone call within the first month after their joint arthroplasty. Conclusions: Robotic arthroplasty patients place an increased demand on the orthopaedic surgery department in terms of unplanned patient contacts. Robotic arthroplasty patients had a significantly increased rate of unplanned postoperative ETMs and phone calls when compared to manual arthroplasty patients. An increased number of postoperative phone calls, but not ETMs, can also be indicative of an emergency department visit. These findings can be used in the perioperative setting to counsel and educate patients about expectations.

Monkey Bar-Associated Pediatric Fractures: A National Epidemiologic Study of Emergency Department Visits.

INTRODUCTION: Emergency department (ED) visits because of pediatric fractures are not only burdensome for patients and their families but also result in an increased healthcare expenditure. Almost half of all children experience at least one fracture by the age of 15. Many fractures occur in playgrounds, with monkey bars and other climbing apparatuses noted as frequent mechanisms of injury. Our purpose was to identify the pattern of injury and the population sustaining monkey bar-associated fractures. METHODS: We queried the National Electronic Injury Surveillance System database for all monkey bar-associated injuries in patients aged 0 to 18 years from January 1, 2009, to December 31, 2019. We described demographic data, patient disposition from the ED, fracture pattern, and injury setting using unweighted and weighted estimates. Weighted results that more closely reflect national estimates were calculated. RESULTS: During the study period, 30,920 (862,595 weighted) monkey bar-associated injuries presented to EDs; 16,410 (53.1%) (weighted injuries: 408,722 [47.4%]) were fracture injuries. The average age of kids sustaining fractures was 6.5 years, with most injuries (66.4%) occurring in kids between 6 and 12 years. A higher percentage of male patients presented to the ED with fractures compared with female patients (53% versus 47%). Upper extremity fractures were most common, 382,672 (94%) with forearm fractures constituting the majority (156,691 [38%]). Most children were treated and released (354,323 [87%]), with only 35,227 children (9%) being admitted for treatment. Places of recreation/sports were the most common setting of fractures (148,039 [36%]), followed by schools (159,784 [39%]). A notable association was observed between year and ethnicity and between month period and injury setting. CONCLUSION: Monkey bar-associated injuries are a major cause of upper extremity fractures in children, with most injuries occurring in recreational areas or schools. Young elementary school children are at the highest risk of injury. ED visits because of monkey bar-associated fractures have increased over the study period, and these injuries continue to be a major cause of fractures in children. Additional measures should be installed to decrease these preventable fractures among children, with schools as a potential starting point.

Artificial Intelligence in Orthopaedics: Performance of ChatGPT on Text and Image Questions on a Complete AAOS Orthopaedic In-Training Examination (OITE).

OBJECTIVE: Artificial intelligence (AI) is capable of answering complex medical examination questions, offering the potential to revolutionize medical education and healthcare delivery. In this study we aimed to assess ChatGPT, a model that has demonstrated exceptional performance on standardized exams. Specifically, our focus was on evaluating ChatGPT's performance on the complete 2019 Orthopaedic In-Training Examination (OITE), including questions with an image component. Furthermore, we explored difference in performance when questions varied by text only or text with an associated image, including whether the image was described using AI or a trained orthopaedist. DESIGN AND SETTING: Questions from the 2019 OITE were input into ChatGPT version 4.0 (GPT-4) using 3 response variants. As the capacity to input or interpret images is not publicly available in ChatGPT at the time of this study, questions with an image component were described and added to the OITE question using descriptions generated by Microsoft Azure AI Vision Studio or authors of the study. RESULTS: ChatGPT performed equally on OITE questions with or without imaging components, with an average correct answer choice of 49% and 48% across all 3 input methods. Performance dropped by 6% when using image descriptions generated by AI. When using single answer multiple-choice input methods, ChatGPT performed nearly double the rate of random guessing, answering 49% of questions correctly. The performance of ChatGPT was worse than all resident classes on the 2019 exam, scoring 4% lower than PGY-1 residents. DISCUSSION: ChatGT performed below all resident classes on the 2019 OITE. Performance on text only questions and questions with images was nearly equal if the image was described by a trained orthopaedic specialist but decreased when using an AI generated description. Recognizing the performance abilities of AI software may provide insight into the current and future applications of this technology into medical education.

Establishing a Collaborative Orthoplastic Approach for the Management of Primary Musculoskeletal Neoplasms: An 8-year Case Series.

Orthoplastic surgery is a multidisciplinary approach that is well-studied for extremity trauma, but not for musculoskeletal oncologic reconstruction. Here, the authors describe the application of a collaborative orthoplastic approach for the management of primary musculoskeletal neoplasms and evaluate its impact. The collaboration protocol, implemented in July 2019, comprises specific checkpoints of interdisciplinary co-management, which span the pre-, intra-, and postoperative treatment period. This involves direct communication between attending surgeons and their respective clinical teams. Patients who underwent resection of a primary musculoskeletal neoplasm between March 2014 and April 2022 were retrospectively categorized into conventional or collaboration groups. Of the 136 total patients, there were 63.2% (n = 86) conventional and 36.8% (n = 50) collaboration; 31.6% (n = 43) had reconstruction and 68.4% (n = 93) did not. Compared with the conventional group, the collaboration group had significantly higher rates of diabetes (18% versus 7%, P = 0.048) and radiation treatment (68% versus 43%, P = 0.005). The collaboration group was significantly more likely to have plastic surgery involvement in their care than the conventional group (38% versus 14%, P = 0.001), and to undergo reconstruction (42% versus 26%, P = 0.047). The groups showed no difference in rates of hematoma, seroma, delayed healing, infection, 30- or 90-day reoperation, or partial or complete flap/graft failure. The collaborative approach described here is feasible and associated with increased plastic surgery involvement and reconstructive surgery. Complications were equivalent despite evidence suggesting increased case complexity in the collaboration group. These early results are promising and could inspire wider adoption of structured orthoplastic protocols for care of these patients.

Comparison of Artificial Intelligence to Resident Performance on Upper-Extremity Orthopaedic In-Training Examination Questions.

Purpose: Currently, there is a paucity of prior investigations and studies examining applications for artificial intelligence (AI) in upper-extremity (UE) surgical education. The purpose of this investigation was to assess the performance of a novel AI tool (ChatGPT) on UE questions on the Orthopaedic In-Training Examination (OITE). We aimed to compare the performance of ChatGPT to the examination performance of hand surgery residents. Methods: We selected questions from the 2020-2022 OITEs that focused on both the hand and UE as well as the shoulder and elbow content domains. These questions were divided into two categories: those with text-only prompts (text-only questions) and those that included supplementary images or videos (media questions). Two authors (B.K.F. and G.S.M.) converted the accompanying media into text-based descriptions. Included questions were inputted into ChatGPT (version 3.5) to generate responses. Each OITE question was entered into ChatGPT three times: (1) open-ended response, which requested a free-text response; (2) multiple-choice responses without asking for justification; and (3) multiple-choice response with justification. We referred to the OITE scoring guide for each year in order to compare the percentage of correct AI responses to correct resident responses. Results: A total of 102 UE OITE questions were included; 59 were text-only questions, and 43 were media-based. ChatGPT correctly answered 46 (45%) of 102 questions using the Multiple Choice No Justification prompt requirement (42% for text-based and 44% for media questions). Compared to ChatGPT, postgraduate year 1 orthopaedic residents achieved an average score of 51% correct. Postgraduate year 5 residents answered 76% of the same questions correctly. Conclusions: ChatGPT answered fewer UE OITE questions correctly compared to hand surgery residents of all training levels. Clinical relevance: Further development of novel AI tools may be necessary if this technology is going to have a role in UE education.

Congenital Insensitivity to Pain due to a de novo L369P mutation in the SCN11A gene with Heterotrophic Ossification - A Case Report.

Introduction: A male child with congenital insensitivity to pain (CIP) due to a novel de novo L369P mutation in the SCN11A gene was found to have significant bilateral hip flexion contractures, followed by severe heterotopic ossification after contraction release. This is the first report to describe a patient with this specific mutation and subsequent clinical course. Case Report: A male child with CIP due to de novo L369P mutation in the SCN11A gene was found to have significant bilateral hip flexion contractures. The patient underwent bilateral hip contracture releases to improve his standing ability after failure of conservative treatment. In the coming months he developed significant heterotopic ossification that eventually bridged from the left pelvis to the left femur. Conclusion: Heterotrophic ossification (HO) in patients with CIP is a rare and poorly understood clinical manifestation. Our report describes a rare and aggressive manifestation of HO in a patient with CIP.

An analysis of cost and complications for patients sustaining a second, contralateral hip fracture within 1 year.

INTRODUCTION: Hip fractures are an increasingly common occurrence among the aging population. With increased life expectancy and advancements in medicine, patients sustaining a hip fracture are at an increasing risk of sustaining a contralateral hip fracture. Efforts are being made to better understand the environment of these hip fractures so that secondary prevention clinics and guidelines can be made to help prevent recurrent osteoporotic hip fractures. The estimated incidence of a contralateral hip fracture varies from 2 to 10% and is reportedly associated with a higher incidence of complications. Previous studies evaluating contralateral hip fractures compared a single cohort of patients sustaining a second hip fracture with patients who sustained only one hip fracture. We aimed to investigate the overall complications and associated costs as it relates to a patients first hip fracture and contrast this to the same patient's contralateral, second hip fractures. METHODS: We performed a retrospective review of all patients in our health systems electronic database who were found to have surgically treated hip fractures between January 2004 and July 2019. Patients with surgically treated hip fractures (CPT Codes: 27235, 27236, 27245, 27244), who sustained a second contralateral hip fracture were included. Medical complications within 30 days of either procedure (such as pneumonia, UTI, altered mental status and others), length of stay, orthopedic complications (such as wound complications, infection, hardware failure, nonunion), type of implants, costs, comorbidities, and ASA Class as well as Mortality were reviewed. RESULTS: A total of 4,870 hip fractures were identified during the study period where 137 (2.8%) patients sustained a second hip fracture, and 47 (0.9%) of which were sustained within the first year after their index hip fracture. There was no statistical difference in length of stay (p = 0.68), medical (p>0.99) or orthopedic complications (p>0.99) between patients first and second hip fractures. There was an increased incidence of cognitive impairment with the second hip fracture (P = 0.0002). For patients that underwent operative treatment of a second hip fracture, the total cost of care was higher for the second surgery (mean difference 757. 38 USD) however the difference wasn't statistically significant (p = 0.31). The overall 1-year mortality rate was 14.9 percent. CONCLUSIONS: Our study demonstrates there is no statistical difference between the first and second surgery regarding length of stay, medical or orthopedic complications and cost.

Hybrid Fixation of Open Distal Humerus Fracture With Acute Loss of Lateral Articular Condyle.

Acute, major articular bone loss associated with an open fracture is an uncommon injury. These injuries typically occur after high-energy trauma and are challenging to treat. Various approaches to treatment include allografts, prosthetic composite structures, custom implants, and total joint arthroplasty. These treatment options provide a wide array of variability in outcomes, costs, and challenges, especially in young and active patients. Two patients presented to our institution with open elbow injuries that included structural bone loss of the lateral column including the entire capitellar articular surface and a portion of the lateral trochlea. With the limited portions of bone available, the surgical principles for distal humerus fracture of articular repair followed by medial and lateral column restoration were followed. Each patient was treated with repair of the residual remnant of the articular surface. Then, repair of the columns of the distal humerus was performed by using a combination of internal fixation and hinged external fixation. In both cases, a plate was inserted to repair the medial column and a hinged external fixation was applied laterally to protect the lateral column. Immediate motion was allowed and progressed within each patient's tolerance. The lateral, hinged external fixator was removed at 8 weeks after injury and converted to a lateral column plate fixed distally into the lateral portion of the residual trochlea. At follow-up, both patients had radiographic evidence of reconstitution of the lateral column of the distal humerus and were able to return to heavy manual labor. [Orthopedics. 2022;45(3):e162-e167.].