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Regional Trends in Unicondylar and Patellofemoral Knee Arthroplasty: An Analysis of the American Joint Replacement Registry
Bernstein, Jenna A; Schaffler, Benjamin C; Jimenez, Emily; Rozell, Joshua C
BACKGROUND:As the popularity of unicondylar knee arthroplasty (UKA) and patellofemoral arthroplasty (PFA) have expanded, more patients who have limited arthritis are undergoing partial knee arthroplasty. No studies have evaluated if any regional differences in the United States (U.S.) exist between partial versus total knee arthroplasty (TKA). The purpose of this study was to utilize the American Joint Replacement Registry to evaluate regional differences in UKA, PFA, and TKA. METHODS:The American Joint Replacement Registry was queried for all TKA, PFA, and UKA procedures between 2012 and 2021. Surgical volume was compared between the Midwest (MW), Northeast (NE), South, and West (W) regions. Trends were compared using multivariate logistic regression analyses and least squared mean logistic regression models. RESULTS:Since 2012, there has been a steady increase in the amount of UKAs performed across the U.S., except during the COVID-19 pandemic when numbers decreased. Logistic regression analyses demonstrated a higher likelihood of receiving a UKA compared to TKA in the NE compared to other regions, and higher likelihood of receiving a PFA in the NE and W compared to other regions over the study period. Other factors that increased the likelihood of having a UKA nationally were men, the procedure being performed at a teaching hospital, and having surgery in urban areas. Patients were more likely to have a PFA in the NE compared to the S and MW, and higher odds in the South and W compared to the MW, with rates of PFA consistently lower in the MW compared to other regions. CONCLUSIONS:Patients were more likely to have a UKA in the NE compared to other regions of the country. Patients had higher odds of having a PFA in the NE and W regions relative to the MW. Men had higher odds of having either UKA or PFA than women across the nation.
PMID: 37717832
ISSN: 1532-8406
CID: 5635372
Human versus artificial intelligence-generated arthroplasty literature: A single-blinded analysis of perceived communication, quality, and authorship source
Lawrence, Kyle W; Habibi, Akram A; Ward, Spencer A; Lajam, Claudette M; Schwarzkopf, Ran; Rozell, Joshua C
BACKGROUND:Large language models (LLM) have unknown implications for medical research. This study assessed whether LLM-generated abstracts are distinguishable from human-written abstracts and to compare their perceived quality. METHODS:The LLM ChatGPT was used to generate 20 arthroplasty abstracts (AI-generated) based on full-text manuscripts, which were compared to originally published abstracts (human-written). Six blinded orthopaedic surgeons rated abstracts on overall quality, communication, and confidence in the authorship source. Authorship-confidence scores were compared to a test value representing complete inability to discern authorship. RESULTS:Modestly increased confidence in human authorship was observed for human-written abstracts compared with AI-generated abstracts (p = 0.028), though AI-generated abstract authorship-confidence scores were statistically consistent with inability to discern authorship (p = 0.999). Overall abstract quality was higher for human-written abstracts (p = 0.019). CONCLUSIONS:AI-generated abstracts' absolute authorship-confidence ratings demonstrated difficulty in discerning authorship but did not achieve the perceived quality of human-written abstracts. Caution is warranted in implementing LLMs into scientific writing.
PMID: 38348740
ISSN: 1478-596x
CID: 5635272
Does Melatonin Improve Sleep Following Primary Total Knee Arthroplasty? A Randomized, Double-Blind, Placebo-Controlled Trial
Haider, Muhammad A; Lawrence, Kyle W; Christensen, Thomas; Schwarzkopf, Ran; Macaulay, William; Rozell, Joshua C
BACKGROUND:Sleep impairment following total knee arthroplasty (TKA) is common and may decrease patient satisfaction and recovery. Standardized postoperative recommendations for sleep disturbances have not been established. We aimed to assess whether melatonin use could promote healthy sleep and reduce sleep disturbance in the acute period following TKA. METHODS:Patients undergoing primary, elective TKA between July 19, 2021 and January 4, 2024 were prospectively enrolled and randomized to receive either 5 mg of melatonin nightly or placebo for 14 days postoperatively. Participants recorded their nightly pain on the visual analog scale, the number of hours slept, and the number of nighttime awakenings in a sleep diary starting the night of surgery (postoperative day [POD] 0). Sleep disturbance was assessed preoperatively and on POD 14 using the patient-reported outcome measurement information system sleep disturbance form. Epworth Sleepiness Scores were collected on POD 14 to assess sleep quality. RESULTS:Of the 138 patients enrolled, 128 patients successfully completed the study protocol, with 64 patients in each group. Melatonin patients trended towards more hours of sleep on POD 2 (placebo: 5.0 ± 2.4, melatonin: 5.8 ± 2.0, P = 0.084), POD 3 (placebo: 5.6 ± 2.2, melatonin: 6.3 ± 2.0, P = 0.075), and averaged over POD 1 to 3 (placebo: 4.9 ± 2.0, melatonin: 5.6 ± 1.8, P = 0.073), though no differences were observed on POD 4 or after. Fewer nighttime awakenings in the melatonin group were observed on POD 1 (placebo: 4.4 ± 3.9, melatonin: 3.6 ± 2.4, P = 0.197), although this was not statistically significant. Preoperative and postoperative Patient-Reported Outcomes Measurement Information System Sleep Disturbance (PROMIS-SD) score increases were comparable for both groups (placebo: 4.0 ± 8.4, melatonin: 4.6 ± 8.2, P = 0.894). The melatonin (65.4%) and placebo (65%) groups demonstrated similar rates of increased sleep disturbance. CONCLUSION/CONCLUSIONS:Melatonin may promote longer sleep in the immediate postoperative period after TKA, though these benefits wane after POD 3. Disturbances in sleep should be expected for most patients, though melatonin may have an attenuating effect. Melatonin is safe and can be considered for TKA patients experiencing early sleep disturbances postoperatively.
PMID: 38401621
ISSN: 1532-8406
CID: 5634702
Comparing Outcomes of Bicruciate-Stabilized and Cruciate-Retaining Total Knee Arthroplasty
Hernandez, Lorena; Shichman, Ittai; Christensen, Thomas H; Rozell, Joshua C; Meftah, Morteza; Schwarzkopf, Ran
BACKGROUND/UNASSIGNED:Bicruciate-stabilized (BCS) total knee arthroplasty (TKA) aims to restore normal kinematics by replicating the function of both cruciate ligaments. Conventional cruciate-retaining (CR) design in TKA has shown previous clinical success with lower complication rates. This study compared the patient-reported outcomes between the BCS and CR TKA designs. METHODS/UNASSIGNED:-tests. RESULTS/UNASSIGNED:= 0.028) than the CR cohort (n = 203). Both cohorts displayed a significant difference in delta improvements within their respective cohort when measuring FJS from 3 months to 1 year, 2 years, and 3 years after surgery. CONCLUSIONS/UNASSIGNED:The CR cohort performed better on average, compared to the BCS cohort in measures of KOOS, JR scores at the 2-year follow-up. The BCS cohort performed marginally better regarding FJS only at 1-year follow-up.
PMCID:10825256
PMID: 38304221
ISSN: 2005-4408
CID: 5626882
Indications, Clinical Outcomes, and Re-Revisions Following Revision Total Hip Arthroplasty - Does Age Matter?
Lawrence, Kyle W; Raymond, Hayley E; Sicat, Chelsea S; Roof, Mackenzie A; Arshi, Armin; Rozell, Joshua C; Schwarzkopf, Ran
BACKGROUND:Younger age is associated with increased revision incidence following primary total hip arthroplasty, though the association between age and repeat revision following revision total hip arthroplasty (rTHA) has not been described. This study aimed to describe the incidences and indications for subsequent revision (re-revision) following rTHA based on age. METHODS:Patients undergoing aseptic rTHA from 2011 to 2021 with minimum 1-year follow-up were retrospectively reviewed. Patients were stratified into 3 groups based on age at the time of index rTHA (ie, <55 years, 55 to 74 years, and >74 years). Perioperative characteristics, complications, and re-revisions were compared between groups. RESULTS:Of 694 included rTHAs, those in the >74 age group were more likely to undergo rTHA for periprosthetic fracture (P < .001) while those in the <55 age group were more likely to undergo rTHA for metallosis/taper corrosion (P = .028). Readmissions (P = .759) and emergency department visits (P = .498) within 90 days were comparable across ages. Rates of re-revision were comparable at 90 days (P = .495), 1 year (P = .443), and 2 years (P = .204). Kaplan-Meier analysis of all-cause re-revision at latest follow-up showed a nonstatistically significant trend toward increasing re-revisions in the <55 and 55 to 74 age groups. Using logistic regressions, smoking and index rTHA for instability were independently associated with re-revision, while age at index surgery was not. CONCLUSIONS:While indications for rTHA differ across age groups, rates of 2-year re-revision are statistically comparable between groups. Further studies are warranted to understand the association between age, activity, and re-revision rates after 5 years postoperatively.
PMID: 37879423
ISSN: 1532-8406
CID: 5620442
Opioid Consumption and Mobilization in Staged Bilateral Total Joint Arthroplasty: Did We Learn Our Lesson the First Time?
Bieganowski, Thomas; Kugelman, David N; Feng, James E; Schwarzkopf, Ran; Rozell, Joshua C
BACKGROUND:In patients who require bilateral total hip arthroplasty (THA) or total knee arthroplasty (TKA), staged procedures are a reasonable option for treatment of bilateral osteoarthritis. We sought to determine whether perioperative outcomes differed between first and second total joint arthroplasty (TJA). METHODS:This was a retrospective review of all patients who underwent staged, bilateral THA or TKA between January 30, 2017, and April 8, 2021. All patients who were included underwent their second procedure within 1 year of the first. Patients were separated based on whether both their procedures took place before or subsequently after an institution-wide opioid-sparing protocol that was implemented on October 1, 2018. A total of 961 patients who underwent 1,922 procedures met the inclusion criteria for this study. For THA, 388 unique patients comprised 776 procedures, while 573 unique patients comprised 1,146 TKAs. Opioid prescriptions were prospectively documented on nursing opioid administration flowsheets and converted to morphine milligram equivalents (MME) for comparison. Activity measure scores for postacute care (AM-PAC) were used as a measurement of physical therapy progression. RESULTS:Hospital stays, home discharges, perioperative opioid usages, pain scores, and AM-PAC scores were not significantly different for the second THA or TKA compared to first procedure, regardless of timing in relation to the opioid-sparing protocol. CONCLUSION/CONCLUSIONS:Patients experienced similar outcomes following their first versus their second TJA. Limited opioid prescriptions following TJA do not negatively impact pain and functional outcomes. These protocols can safely be instituted to help mitigate the opioid epidemic. LEVEL III EVIDENCE/METHODS:Retrospective Cohort Study.
PMID: 37331439
ISSN: 1532-8406
CID: 5542482
Clinical Outcomes of Offset Stem Couplers with or without Cone Augmentation in Revision Total Knee Arthroplasty
Fiedler, Benjamin; Bieganowski, Thomas; Singh, Vivek; Marwin, Scott; Rozell, Joshua C; Schwarzkopf, Ran
Intramedullary stems are often required in patients undergoing revision total knee arthroplasty (rTKA) to achieve stable fixation. Significant bone loss may require the addition of a metal cone to maximize fixation and osteointegration. The purpose of this study was to investigate clinical outcomes in rTKA using different fixation techniques. We conducted a single-institution retrospective review of all patients who received a tibial and femoral stem during rTKA between August 2011 and July 2021. Patients were separated into three cohorts based on fixation construct: press-fit stem with an offset coupler (OS), fully cemented straight (CS) stem, and press-fit straight (PFS) stem. A subanalysis of patients who received tibial cone augmentation was also conducted. A total of 358 patients who underwent rTKA were included in this study, of which 102 (28.5%) had a minimum 2-year follow-up and 25 (7.0%) had a minimum 5-year follow-up. In the primary analysis, 194 patients were included in the OS cohort, 72 in the CS cohort, and 92 in the PFS cohort. When stem type alone was considered, there was no significant difference in rerevision rate (p = 0.431) between cohorts. Subanalysis of patients who received augmentation with a tibial cone demonstrated that OS implants led to significantly higher rates of rerevision compared with the other two stem types (OS: 18.2% vs. CS: 2.1% vs. PFS: 11.1%; p = 0.037). The findings of the present analysis demonstrate that CS and cones in rTKA may provide more reliable long-term outcomes compared with press-fit stems with OS. LEVEL III EVIDENCE: Retrospective Cohort Study.
PMID: 37142239
ISSN: 1938-2480
CID: 5509132
NYU Clinical Practice Guidelines for Periprosthetic Joint Infection Diagnosis and Treatment
Arshi, Armin; Pham, Vinh P; Rozell, Joshua C; Aggarwal, Vinay K; Schwarzkopf, Ran
PMID: 37200334
ISSN: 2328-5273
CID: 5807402
The Influence of Tourniquet and Adductor Canal Block Use on Pain and Opioid Consumption after Total Knee Arthroplasty
Lawrence, Kyle W; Buehring, Weston; Habibi, Akram A; Furgiuele, David L; Schwarzkopf, Ran; Rozell, Joshua C
Reducing pain and opioid consumption after total knee arthroplasty (TKA) is an important perioperative consideration. Though commonly used, the combined influence of tourniquets and adductor canal blocks (ACBs) on pain and opioid consumption is unknown. This study evaluated inpatient opioid consumption and pain between patients with TKA based on tourniquet and/or ACB use. Pain and opioid consumption were highest when a tourniquet, but no ACB was used, and lowest when an ACB, but no tourniquet was used - though absolute differences in pain scores were not clinically significant. Tourniquet and ACB use should be considered as part of TKA opioid-sparing protocols.
PMID: 37718078
ISSN: 1558-1373
CID: 5735142
Does body mass index influence improvement in patient reported outcomes following total knee arthroplasty? A retrospective analysis of 3918 cases
Lawrence, Kyle W; Sobba, Walter; Rajahraman, Vinaya; Schwarzkopf, Ran; Rozell, Joshua C
PURPOSE/OBJECTIVE:The study aimed to determine whether body mass index (BMI) classification for patients undergoing total knee arthroplasty (TKA) is associated with differences in mean patient reported outcome measure (PROM) score improvements across multiple domains-including pain, functional status, mental health, and global physical health. We hypothesized that patients with larger BMIs would have worse preoperative and postoperative PROM scores, though improvements in scores would be comparable between groups. MATERIALS AND METHODS/METHODS:. Preoperative, postoperative, and pre/post-changes (Δ) in knee injury and osteoarthritis, joint replacement (KOOS, JR) and Patient-Reported Outcome Measurement Information System (PROMIS) measures of pain intensity, pain interference, physical function, mobility, mental health, and physical health were compared. Multivariate linear regression was used to assess for confounding comorbid conditions. RESULTS:In univariate analysis, patients with larger BMIs had worse scores for KOOS, JR and all PROMIS metrics preoperatively. Postoperatively, scores for KOOS, JR and PROMIS pain interference, mobility, and physical health were statistically worse in higher BMI groups, though differences were not clinically significant. Morbidly obese patients achieved greater pre/post-Δ improvements in KOOS, JR and global physical health scores. Multivariate regression analysis showed high BMI was independently associated with greater pre/post-Δ improvements in KOOS, JR and global health scores. CONCLUSION/CONCLUSIONS:Obese patients report worse preoperative scores for function and health, but greater pre/post-Δ improvements in KOOS, JR and physical health scores following TKA. Quality of life benefits of TKA in obese patients should be a factor when assessing surgical candidacy.
PMCID:10373362
PMID: 37496075
ISSN: 2234-0726
CID: 5727212