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Zhu JW, Wang TF, Chen DS, Lei L. Safety evaluation of outpatient vs inpatient unicompartmental knee arthroplasty: a systematic review and meta-analysis. Arch Orthop Trauma Surg 2024; 144:3615-3624. [PMID: 39002050 PMCID: PMC11417048 DOI: 10.1007/s00402-024-05446-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 06/27/2024] [Indexed: 07/15/2024]
Abstract
PURPOSE This systematic review and meta-analysis aimed to evaluate the safety of outpatient and inpatient Unicompartmental Knee Arthroplasty (UKA) based on the incidence of adverse events. METHOD A systematic search of the literature was performed in October 2022 on PubMed, Web of Science, Cochrane library, and Embase. The Meta package for R was used to perform the meta-analysis. RESULT Five studies with a total of 26,301 patients were included. 5813 patients (22.1%) were treated with outpatient UKA, and 20,488 patients (77.9%) were treated with inpatient UKA. There were no statistically significant differences in the incidence of total complications (RR = 1.36, 95% CI = 0.64-2.89, Z = 0.79, P = 0.43), readmission (RR = 1.02, 95% CI = 0.40-2.60, Z = 0.05, P = 0.96), and venous thrombosis (RR = 1.43, 95% CI = 0.96-2.11, Z = 1.78, P = 0.08). Incidence rates were lower in outpatient UKA regarding urinary tract infection (RR = 1.48, 95% CI = 1.07-2.04, Z = 2.40, P = 0.02), pulmonary embolus (RR = 7.48, 95% CI = 1.80-31.17, Z = 2.76, P < 0.01), and transfusion (RR = 2.77, 95% CI = 1.63-4.71, Z = 3.78, P < 0.01). CONCLUSION In summary, outpatient UKA shows lower incidences of hospital-acquired complications such urinary tract infection, pulmonary embolus, and transfusion. It's worth noting that the incidences of total complications, readmission, and venous thrombosis in outpatient UKA were not higher than the incidences of inpatient UKA, suggestting that outpatient UKA can be considered a safe alternative to inpatient UKA.
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Affiliation(s)
- Jia-Wang Zhu
- Department of Sports Medicine and Arthroscopy, Tianjin Hospital of Tianjin University, Tianjin, China
| | - Tong-Fu Wang
- Department of Sports Medicine and Arthroscopy, Tianjin Hospital of Tianjin University, Tianjin, China
| | - De-Sheng Chen
- Department of Sports Medicine and Arthroscopy, Tianjin Hospital of Tianjin University, Tianjin, China.
| | - Lei Lei
- Department of Sports Medicine and Arthroscopy, Tianjin Hospital of Tianjin University, Tianjin, China
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Xu C, Wang A, Li D, Zhang H, Li H, Li Z. Global trends in research of venous thromboembolism associated with lower limb joint arthroplasty: A bibliometric analysis. Medicine (Baltimore) 2024; 103:e38661. [PMID: 38905398 PMCID: PMC11191924 DOI: 10.1097/md.0000000000038661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 05/31/2024] [Indexed: 06/23/2024] Open
Abstract
This study aims to visualize publications related to venous thromboembolism (VTE) and lower limb joint arthroplasty to identify research frontiers and hotspots, providing references and guidance for further research. We retrieved original articles published from 1985 to 2022 and their recorded information from the Web of Science Core Collection. The search strategy used terms related to knee or hip arthroplasty and thromboembolic events. Microsoft Excel was used to analyze the annual publications and citations of the included literature. The rest of the data were analyzed using the VOSviewer, citespace and R and produced visualizations of these collaborative networks. We retrieved 3543 original articles and the results showed an overall upward trend in annual publications. The United States of America had the most significant number of publications (Np) and collaborative links with other countries. McMaster University had the greatest Np. Papers published by Geerts WH in 2008 had the highest total link strength. Journal of Arthroplasty published the most articles on the research of VTE associated with lower limb joint arthroplasty. The latest research trend mainly involved "general anesthesia" "revision" and "tranexamic acid." This bibliometric study revealed that the research on VTE after lower limb joint arthroplasty is developing rapidly. The United States of America leads in terms of both quantity and quality of publications, while European and Canadian institutions and authors also make significant contributions. Recent research focused on the use of tranexamic acid, anesthesia selection, and the VTE risk in revision surgeries.
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Affiliation(s)
- Chunlei Xu
- Department of Orthopedics, Tianjin Medical University General Hospital, Tianjin, China
| | - Anning Wang
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Dong Li
- Department of Orthopedics, Tianjin Medical University General Hospital, Tianjin, China
| | - Huafeng Zhang
- Department of Orthopedics, Tianjin Medical University General Hospital, Tianjin, China
| | - Hui Li
- Department of Orthopedics, Tianjin Medical University General Hospital, Tianjin, China
| | - Zhijun Li
- Department of Orthopedics, Tianjin Medical University General Hospital, Tianjin, China
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Ip VHY, Uppal V, Kwofie K, Shah U, Wong PBY. Ambulatory total hip and knee arthroplasty: a literature review and perioperative considerations. Can J Anaesth 2024; 71:898-920. [PMID: 38504037 DOI: 10.1007/s12630-024-02699-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 10/04/2023] [Accepted: 10/25/2023] [Indexed: 03/21/2024] Open
Abstract
PURPOSE Total joint arthroplasty (TJA), particularly for the hip and knee, is one of the most commonly performed surgical procedures. The advancement/evolution of surgical and anesthesia techniques have allowed TJA to be performed on an ambulatory/same-day discharge basis. In this Continuing Professional Development module, we synthesize the perioperative evidence that may aid the development of successful ambulatory TJA pathways. SOURCE We searched MEDLINE, Embase, CENTRAL, and the Cochrane Database of Systematic Reviews for ambulatory or fast-track TJA articles. In the absence of direct evidence for the ambulatory setting, we extrapolated the evidence from the in-patient TJA literature. PRINCIPAL FINDINGS Patient selection encompassing patient, medical, and social factors is fundamental for successful same-day discharge of patients following TJA. Evidence for the type of intraoperative anesthesia favours neuraxial technique for achieving same day discharge criteria and reduced perioperative complications. Availability of short-acting local anesthetic for neuraxial anesthesia would affect the anesthetic choice. Nonetheless, modern general anesthesia with multimodal analgesia and antithrombotics in a well selected population can be considered. Regional analgesia forms an integral part of the multimodal analgesia regime to reduce opioid consumption and facilitate same-day hospital discharge, reducing hospital readmission. For ambulatory total knee arthroplasty, a combination of adductor canal block with local anesthetic periarticular infiltration provided is a suitable regional analgesic regimen. CONCLUSION Anesthesia for TJA has evolved as such that same-day discharge will become the norm for selected patients. It is essential to establish pathways for early discharge to prevent adverse effects and readmission in this population. As more data are generated from an increased volume of ambulatory TJA, more robust evidence will emerge for the ideal anesthetic components to optimize outcomes.
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Affiliation(s)
- Vivian H Y Ip
- Department of Anesthesia, Perioperative and Pain Medicine, University of Calgary, Calgary, AB, Canada
| | - Vishal Uppal
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kwesi Kwofie
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Halifax, NS, Canada
| | - Ushma Shah
- Department of Anesthesia & Perioperative Medicine, Western University, London, ON, Canada
| | - Patrick B Y Wong
- Department of Anesthesiology and Pain Medicine, University of Ottawa, 501 Smyth Rd, CCW 1401, Ottawa, ON, K1H 8L6, Canada.
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Lu B, Wei L, Shi G, Du J. Nanotherapeutics for Alleviating Anesthesia-Associated Complications. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2308241. [PMID: 38342603 PMCID: PMC11022745 DOI: 10.1002/advs.202308241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/22/2023] [Indexed: 02/13/2024]
Abstract
Current management of anesthesia-associated complications falls short in terms of both efficacy and safety. Nanomaterials with versatile properties and unique nano-bio interactions hold substantial promise as therapeutics for addressing these complications. This review conducts a thorough examination of the existing nanotherapeutics and highlights the strategies for developing prospective nanomedicines to mitigate anesthetics-related toxicity. Initially, general, regional, and local anesthesia along with the commonly used anesthetics and related prevalent side effects are introduced. Furthermore, employing nanotechnology to prevent and alleviate the complications of anesthetics is systematically demonstrated from three aspects, that is, developing 1) safe nano-formulization for anesthetics; 2) nano-antidotes to sequester overdosed anesthetics and alter their pharmacokinetics; 3) nanomedicines with pharmacodynamic activities to treat anesthetics toxicity. Finally, the prospects and challenges facing the clinical translation of nanotherapeutics for anesthesia-related complications are discussed. This work provides a comprehensive roadmap for developing effective nanotherapeutics to prevent and mitigate anesthesia-associated toxicity, which can potentially revolutionize the management of anesthesia complications.
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Affiliation(s)
- Bin Lu
- Department of AnesthesiologyThird Hospital of Shanxi Medical UniversityShanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalTaiyuan030032China
- Key Laboratory of Cellular Physiology at Shanxi Medical UniversityMinistry of EducationTaiyuanShanxi Province030001China
| | - Ling Wei
- Shanxi Bethune Hospital Center Surgery DepartmentShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical UniversityTaiyuan030032China
| | - Gaoxiang Shi
- Department of AnesthesiologyThird Hospital of Shanxi Medical UniversityShanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalTaiyuan030032China
| | - Jiangfeng Du
- Key Laboratory of Cellular Physiology at Shanxi Medical UniversityMinistry of EducationTaiyuanShanxi Province030001China
- Department of Medical ImagingShanxi Key Laboratory of Intelligent Imaging and NanomedicineFirst Hospital of Shanxi Medical UniversityTaiyuanShanxi Province030001China
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Teulières M, Bérard E, Reina N, Marot V, Vari N, Ferre F, Minville V, Cavaignac E. Does spinal anesthesia for total hip or knee arthroplasty entail longer operating room occupancy compared to general anesthesia? Case-control study of 337 spinal versus 243 general anesthesias. Orthop Traumatol Surg Res 2024; 110:103794. [PMID: 38081357 DOI: 10.1016/j.otsr.2023.103794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 10/02/2023] [Accepted: 10/12/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND Treatment protocols, including anesthesia, are constantly progressing to improve rapid early postoperative recovery in lower-limb arthroplasty. To the best of our knowledge, however, no studies compared general versus spinal anesthesia (GA vs. SA) in the surgical pathway of patients undergoing total knee or hip arthroplasty (TKA, THA). Better knowledge of the processes should improve efficacy in theater and optimize surgical planning. The present study comparing GA and SA in the operating room aimed to assess (1) theater occupancy times, and (2) times for each step in a surgery day according to type of anesthesia. HYPOTHESIS SA leads to longer theater occupancy than GA in TKA and THA. METHODS A single-center retrospective case-control study analyzed data for the period January 2019 to December 2020 in 303 TKAs (100 GA, 203 SA) and 277 THAs (143 GA, 134 SA), comparing times for all perioperative steps and particularly theater occupancy. RESULTS In TKA, occupancy did not differ between GA and SA: 98±16min versus 98±14min respectively; Δ=0min (p=0.78). In THA, occupancy was shorter with SA than GA: 117±23min versus 123±26min respectively; Δ=-6min (p=0.02). In THA, time to perform SA was longer than induction of GA: 28±13min versus 23±12min respectively; Δ=+5min (p<0.001). In TKA, time to leaving the operating room was shorter with SA than GA: 8±5min versus 14±7min respectively; Δ=-6min (p<0.001). DISCUSSION/CONCLUSION SA did not involve longer mean theater occupancy than GA for TKA, and reduced it by 6minutes for THA. LEVEL OF EVIDENCE III; case-control study.
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Affiliation(s)
- Maxime Teulières
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France
| | - Emilie Bérard
- Département d'Épidémiologie, Économie de la Santé et Santé Publique, Inserm, UPS, UMR 1295 CERPOP, Université de Toulouse, CHU de Toulouse, 37, allée Jules-Guesde, 31073 Toulouse cedex, France
| | - Nicolas Reina
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France
| | - Vincent Marot
- Unité d'Orthopédie, Hospital Nostra Senyora de Meritxell, Carrer dels Escalls, 19, 700 Escaldes-Engordany, Andorra
| | - Nicolas Vari
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France.
| | - Fabrice Ferre
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France
| | - Vincent Minville
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France
| | - Etienne Cavaignac
- Institut de l'Appareil Locomoteur, Hôpital Pierre-Paul-Riquet, CHU Toulouse Purpan, 1, place Baylac, 31000 Toulouse, France
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Pang P, Zhuang S, Liu J, Chang LJ, Yang H, Fan X, Mi J, Zhang Y, Fan Y, Liu Y, Zhang W, Ma W. Effect of different acupuncture sequences of Huiyangjiuzhen acupoints on blood glucose and hemorheology in the anesthetized rabbits. Heliyon 2024; 10:e25497. [PMID: 38370255 PMCID: PMC10867347 DOI: 10.1016/j.heliyon.2024.e25497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 01/09/2024] [Accepted: 01/29/2024] [Indexed: 02/20/2024] Open
Abstract
Background and objective Hemorheology and blood glucose are commonly used to estimate the risks of thrombosis and stress hyperglycemia after anaesthesia. The sequence of acupoint stimulation might influence the therapeutic effects of acupuncture. In the current study, we aimed at investigating the effect of different acupuncture sequences of "Huiyangjiuzhen" acupoints on the blood glucose and hemorheology in anesthetized rabbits. Methods Twenty-five rabbits were randomly divided into five groups, including the control group (CG), the positive-sequence group (PSG), the reverse-sequence group (RSG), the disorder-sequence group (DSG), and the random group (RG). Except for the CG and RG, the rabbits in other groups were acupunctured with different sequences of "Huiyangjiuzhen"acupoints when the rabbits were anesthetized. The acupoints in rabbits of the RG were chosen randomly. The levels of blood glucose and hemorheology indexes before and after anaesthesia was detected. Results In the PSG, Hηb 200/s, Mηb 30/s, Hηr 200/s, ERI, hematocrit and plasma viscosity levels were decreased, and the blood glucose level was not changed. In the DSG, the levels of Mηb 30/s and hematocrit were decreased, and the blood glucose was increased. In the CG, RSG and RG, no hemorheology indexes were changed and the blood glucose was increased. Conclusion "Huiyangjiuzhen" acupuncture could decrease the risks of post-operative thrombosis and stress hyperglycemia in anesthetized rabbits. This effectiveness depends on both acupuncture and acupuncture sequence at the "Huiyangjiuzhen" acupoints.
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Affiliation(s)
- Peiying Pang
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Shen Zhuang
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Jiaqi Liu
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Li-jen Chang
- Department of Small Animal Clinical Sciences, Virginia Maryland College of Veterinary Medicine, Blacksburg, VA 24060, USA
| | - Haoyan Yang
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Xiaoyu Fan
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Jie Mi
- Xi'an Veterinary Teaching Hospital, Northwest A&F University, Xi'an, 710065, PR China
| | - Yongjun Zhang
- Beijing Xiangyun Guanzhong Veterinary Hospital, Shunyi, 101318, PR China
| | - Yunpeng Fan
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Yingqiu Liu
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Weimin Zhang
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
| | - Wuren Ma
- College of Veterinary Medicine & Institute of Traditional Chinese Veterinary Medicine, Northwest A&F University, Yangling, 712100, PR China
- Xi'an Veterinary Teaching Hospital, Northwest A&F University, Xi'an, 710065, PR China
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Li Z, Xu X, Zhuang Z, Lu J, Gao F, Jiang Q. Impact of spinal Anaesthesia versus general Anaesthesia on the incidence of surgical site infections after knee or hip arthroplasty: A meta-analysis. Int Wound J 2024; 21:e14369. [PMID: 37649253 PMCID: PMC10781890 DOI: 10.1111/iwj.14369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 08/16/2023] [Accepted: 08/21/2023] [Indexed: 09/01/2023] Open
Abstract
Postoperative Surgical Site Infections (SSIs) pose significant challenges to recovery after joint arthroplasty. This systematic review and meta-analysis aim to compare the incidence of SSIs after knee or hip arthroplasty under Spinal Anaesthesia (SA) versus general anaesthesia (GA). We conducted the systematic review and meta-analysis following the PRISMA guidelines, analysing data from 15 studies selected from PubMed, Embase, Web of Science, and Cochrane Library up to May 16, 2023. The analysis included studies comparing SSIs incidence in patients aged 18 years and above who underwent knee or hip arthroplasty under SA or GA. Quality assessment was performed using the Cochrane Collaboration's risk of bias tool. The effect size was calculated using random or fixed-effects models based on the observed heterogeneity. We assessed the heterogeneity between studies and conducted a sensitivity analysis. Of 1651 initially identified studies, 15 articles encompassing 353 169 patients were included in the final analysis. A total of 156 405 patients were under SA, while 196 764 received GA. The studies demonstrated substantial heterogeneity (p = 0.007, I2 = 53.7%), resulting in a random-effects model being employed. Patients receiving SA showed a 23% lower likelihood of developing SSIs postoperatively compared to GA patients (OR: 0.77, 95% CI: 0.70-0.86, p < 0.001). Sub-group analysis further confirmed these findings regardless of the type of joint arthroplasty. This meta-analysis indicated a significantly lower incidence of SSIs following knee or hip arthroplasty under SA compared to GA. Despite observed heterogeneity, the results underscore the potential benefit of SA over GA in orthopaedic surgeries to reduce the risk of SSIs.
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Affiliation(s)
- Zhizhuo Li
- State Key Laboratory of Pharmaceutical Biotechnology, Division of Sports Medicine and Adult Reconstructive Surgery, Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Xingquan Xu
- State Key Laboratory of Pharmaceutical Biotechnology, Division of Sports Medicine and Adult Reconstructive Surgery, Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Zaikai Zhuang
- State Key Laboratory of Pharmaceutical Biotechnology, Division of Sports Medicine and Adult Reconstructive Surgery, Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Jun Lu
- State Key Laboratory of Pharmaceutical Biotechnology, Division of Sports Medicine and Adult Reconstructive Surgery, Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Fuqiang Gao
- Department of OrthopedicsPeking University China‐Japan Friendship School of Clinical MedicineBeijingChina
| | - Qing Jiang
- State Key Laboratory of Pharmaceutical Biotechnology, Division of Sports Medicine and Adult Reconstructive Surgery, Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
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Labott JR, Lu Y, Salmons HI, Camp CL, Wyles CC, Taunton MJ. Health and Socioeconomic Risk Factors for Unplanned Hospitalization Following Ambulatory Unicompartmental Knee Arthroplasty: Development of a Patient Selection Tool Using Machine Learning. J Arthroplasty 2023; 38:1982-1989. [PMID: 36709883 DOI: 10.1016/j.arth.2023.01.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 01/16/2023] [Accepted: 01/20/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Identifying ambulatory surgical candidates at risk for adverse surgical outcomes can optimize outcomes. The purpose of this study was to develop and internally validate a machine learning (ML) algorithm to predict contributors to unexpected hospitalizations after ambulatory unicompartmental knee arthroplasty (UKA). METHODS A total of 2,521 patients undergoing UKA from 2006 to 2018 were retrospectively evaluated. Patients admitted overnight postoperatively were identified as those who had a length of stay ≥ 1 day were analyzed with four individual ML models (ie, random forest, extreme gradient boosting, adaptive boosting, and elastic net penalized logistic regression). An additional model was produced as a weighted ensemble of the four individual algorithms. Area under the receiver operating characteristics (AUROC) compared predictive capacity of these models to conventional logistic regression techniques. RESULTS Of the 2,521 patients identified, 103 (4.1%) required at least one overnight stay following ambulatory UKA. The ML ensemble model achieved the best performance based on discrimination assessed via internal validation (AUROC = 87.3), outperforming individual models and conventional logistic regression (AUROC = 81.9-85.7). The variables determined most important by the ensemble model were cumulative time in the operating room, utilization of general anesthesia, increasing age, and patient residency in more urban areas. The model was integrated into a web-based open-access application. CONCLUSION The ensemble gradient-boosted ML algorithm demonstrated the highest performance in identifying factors contributing to unexpected hospitalizations in patients receiving UKA. This tool allows physicians and healthcare systems to identify patients at a higher risk of needing inpatient care after UKA.
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Affiliation(s)
- Joshua R Labott
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Yining Lu
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Lab (OSAIL), Mayo Clinic, Rochester, Minnesota
| | - Harold I Salmons
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Christopher L Camp
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Lab (OSAIL), Mayo Clinic, Rochester, Minnesota
| | - Cody C Wyles
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Lab (OSAIL), Mayo Clinic, Rochester, Minnesota
| | - Michael J Taunton
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota; Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Lab (OSAIL), Mayo Clinic, Rochester, Minnesota
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Long H, Zeng C, Xiong Y, Shi Y, Wang H, Lei G. Neuraxial versus general anesthesia for perioperative outcomes and resource utilization following knee arthroplasty: experience from a large national database. Arch Orthop Trauma Surg 2023; 143:2153-2163. [PMID: 35695925 DOI: 10.1007/s00402-022-04483-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 05/15/2022] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Attentions have been paid to the optimal anesthesia for knee arthroplasty (KA). We sought to investigate whether neuraxial anesthesia (NA) is superior to general anesthesia (GA) in terms of perioperative outcomes and resource utilization following KA. METHODS Patients undergoing primary KA registered in the Hospital Quality Monitoring System (HQMS) in China during 2013-2019 were identified. By utilizing a time-stratified propensity score matching, every patient receiving NA was matched by propensity score to a patient receiving GA. Then, we conducted Poisson, logistic, and linear regression to compare NA with GA in terms of perioperative outcomes and resource utilization. RESULTS Of 109,132 included participants, 75,945 (69.59%) underwent KA with GA and 33,187 (30.41%) with NA. After propensity score matching (26,425 participants per group), NA was associated with lower incidence of blood transfusion (OR: 0.82, 95% CI 0.77-0.87; p < 0.0001), 30-day readmission (OR: 0.76, 95% CI 0.68-0.84; p < 0.0001), and 90-day readmission (OR: 0.83, 95% CI 0.77-0.90; p < 0.0001). No statistically significant difference in in-hospital mortality, incidence of pulmonary embolism, deep vein thrombosis, and surgical site infection was found. In addition, NA was associated with a 1% decrease in length of stay (95% CI 0-2%; p = 0.0070) and a 3% lower total hospital charge (95% CI 2-4%; p < 0.0001) when compared with GA. CONCLUSION Compared with GA, NA was associated with decreased incidence of blood transfusion, readmission, reduced length of stay, and total hospital charge following KA, suggesting the favorable role of NA for perioperative outcomes and resource utilization in KA.
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Affiliation(s)
- Huizhong Long
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China
| | - Chao Zeng
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, China
- Hunan Engineering Research Center for Osteoarthritis, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Yunchuan Xiong
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, China
| | - Ying Shi
- China Standard Medical Information Research Center, Shenzhen, China
| | - Haibo Wang
- China Standard Medical Information Research Center, Shenzhen, China
- Clinical Trial Unit, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Guanghua Lei
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China.
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, China.
- Hunan Engineering Research Center for Osteoarthritis, Changsha, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.
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Owen AR, Amundson AW, Larson DR, Duncan CM, Smith HM, Johnson RL, Taunton MJ, Pagnano MW, Berry DJ, Abdel MP. Spinal versus general anaesthesia in contemporary primary total knee arthroplasties. Bone Joint J 2022; 104-B:1209-1214. [DOI: 10.1302/0301-620x.104b11.bjj-2022-0469.r2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Aims Spinal anaesthesia has seen increased use in contemporary primary total knee arthroplasties (TKAs). However, controversy exists about the benefits of spinal in comparison to general anaesthesia in primary TKAs. This study aimed to investigate the pain control, length of stay (LOS), and complications associated with spinal versus general anaesthesia in primary TKAs from a single, high-volume academic centre. Methods We retrospectively identified 17,690 primary TKAs (13,297 patients) from 2001 to 2016 using our institutional total joint registry, where 52% had general anaesthesia and 48% had spinal anaesthesia. Baseline characteristics were similar between cohorts with a mean age of 68 years (SD 10), 58% female (n = 7,669), and mean BMI of 32 kg/m2 (SD 7). Pain was evaluated using oral morphine equivalents (OMEs) and numerical pain rating scale (NPRS) data. Complications including 30- and 90-day readmissions were studied. Data were analyzed using an inverse probability of treatment weighted model based on propensity score that included many patient and surgical factors. Mean follow-up was seven years (2 to 18). Results Patients treated with spinal anaesthesia required fewer postoperative OMEs (p < 0.001) and had lower NPRS scores (p < 0.001). Spinal anaesthesia also had fewer cases of altered mental status (AMS; odds ratio (OR) 1.3; p = 0.044), as well as 30-day (OR 1.4; p < 0.001) and 90-day readmissions (OR 1.5; p < 0.001). General anaesthesia was associated with increased risk of any revision (OR 1.2; p = 0.021) and any reoperation (1.3; p < 0.001). Conclusion In the largest single institutional report to date, we found that spinal anaesthesia was associated with significantly lower OME use, lower risk of AMS, and lower overall 30- and 90-day readmissions following primary TKAs. Additionally, spinal anaesthesia was associated with reduced risk of any revision and any reoperation after accounting for numerous patient and operative factors. When possible and safe, spinal anaesthesia should be considered in primary TKAs. Cite this article: Bone Joint J 2022;104-B(11):1209–1214.
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Affiliation(s)
- Aaron R. Owen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Adam W. Amundson
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Dirk R. Larson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Christopher M. Duncan
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Hugh M. Smith
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Rebecca L. Johnson
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Michael J. Taunton
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark W. Pagnano
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Daniel J. Berry
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Matthew P. Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
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11
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Ji X, Ke W. Two types of anaesthesia and length of hospital stay in patients undergoing unilateral total knee arthroplasty (TKA): a secondary analysis based on a single-centre retrospective cohort study in Singapore. BMC Anesthesiol 2021; 21:242. [PMID: 34635050 PMCID: PMC8504046 DOI: 10.1186/s12871-021-01459-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 09/29/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Evidence regarding the relationship between the type of anaesthesia and length of hospital stay is controversial. Therefore, the objective of this research was to investigate whether the type of anaesthesia was independently related to the length of hospital stay in patients undergoing unilateral total knee arthroplasty (TKA) after adjusting for other covariates. METHODS The present study was a cohort study. A total of 2622 participants underwent total knee arthroplasty (TKA) at a hospital in Singapore from 2013 to 1-1 to 2014-6-30. The target independent variable and the dependent variable were two types of anaesthesia and length of hospital stay, respectively. The covariates included age, BMI, hemoglobin (Hb), length of stay (LOS), duration of surgery, sex, ethnicity, American Society of Anesthesiologist (ASA) Status, smoking, obstructive sleep apnea (OSA), diabetes mellitus (DM), DM on insulin, ischemic heart disease (IHD), congestive cardiac failure (CCF), cerebrovascular accident (CVA), creatinine > 2 mg/dl, day of week of operation. Multivariate linear and logistic regression analyses were performed on the variables that might influence the choice of the two types of anaesthesia and the LOS. This association was then tested by subgroup analysis using hierarchical variables. RESULTS The average age of 2366 selected participants was 66.57 ± 8.23 years old, and approximately 24.18% of them were male. The average LOS of all enrolled patients was 5.37 ± 4.87 days, 5.92 ± 6.20 days for patients receiving general anaesthesia (GA) and 5.09 ± 3.98 days for patients receiving regional anaesthesia (RA), P < 0.05. The results of fully adjusted linear regression showed that GA lasted 0.93 days longer than RA (β = 0.93, 95% CI (0.54, 1.32)), P < 0.05. The results of fully adjusted logistic regression showed that LOS > 6 days was 45% higher for GA than for RA (OR = 1.45, 95% CI (1.15, 1.84)), P < 0.05. Through the subgroup analysis, the results were basically stable and reliable. CONCLUSION Our study showed that GA increased the length of stay during unilateral TKA compared with RA. This finding needs to be validated in future studies.
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Affiliation(s)
- Xuan Ji
- Department of Traditional Chinese Medicine, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Weiqi Ke
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, 57 Changping Road, Shantou, 515041, Guangdong Province, China.
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12
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Herndon CL, Levitsky MM, Ezuma C, Sarpong NO, Shah RP, Cooper HJ. Lower Dosing of Bupivacaine Spinal Anesthesia Is Not Associated With Improved Perioperative Outcomes After Total Joint Arthroplasty. Arthroplast Today 2021; 11:6-9. [PMID: 34401423 PMCID: PMC8358092 DOI: 10.1016/j.artd.2021.05.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 05/14/2021] [Accepted: 05/25/2021] [Indexed: 01/05/2023] Open
Abstract
Background The choice of anesthesia plays a significant role in the success of total joint arthroplasty (TJA). Isobaric bupivacaine spinal anesthesia is often used. However, dosing of bupivacaine has not been extensively studied and is usually at the discretion of the treating anesthesiologist and surgeon. The goal of this study was to determine what, if any, effect the dose of bupivacaine spinal anesthesia had on perioperative outcomes in TJA. Methods A total of 761 TJAs performed with bupivacaine spinal anesthesia by arthroplasty surgeons were retrospectively reviewed. Perioperative outcomes evaluated were operation duration, estimated blood loss, length of stay (LOS) in the postanesthesia care unit, hospital LOS, discharge disposition, episodes of intraoperative hypotension, postoperative nausea and vomiting, and missed physical therapy sessions because of postoperative symptoms of hypotension. A Student’s t-test was used for continuous variables, and a chi-squared test was used for categorical variables. Results Of the 761 patients, 499 (65.6%) received 15 mg isobaric bupivacaine while 262 (34.4%) received <15 mg (range = 7.5-14.5 mg, median = 12.5 mg). With the numbers available in this cohort, lower doses of bupivacaine were not associated with any significant differences between groups for any of the studied perioperative outcomes, including proportion of patients discharged home or LOS. Conclusion Dosage of bupivacaine spinal anesthetic did not affect perioperative outcomes. Bupivacaine may not have a dose-related response curve in this regard, and if seeking to perform same-day or outpatient TJA, other agents may need to be considered, rather than smaller doses of bupivacaine.
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Affiliation(s)
- Carl L Herndon
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Matthew M Levitsky
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Chimere Ezuma
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Nana O Sarpong
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Roshan P Shah
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - H John Cooper
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
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13
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Cregar WM, Goodloe JB, Lu Y, Gerlinger TL. Increased Operative Time Impacts Rates of Short-Term Complications After Unicompartmental Knee Arthroplasty. J Arthroplasty 2021; 36:488-494. [PMID: 32921548 DOI: 10.1016/j.arth.2020.08.032] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 08/13/2020] [Accepted: 08/17/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Previous evidence has demonstrated an exacerbating effect of increased operative time on short-term complications in total joint arthroplasty. While the same relationship may be expected for unicompartmental knee arthroplasty (UKA), supporting evidence remains sparse. The purpose of this study is to determine the impact of operative time on short-term complication rates after UKA and determine a critical threshold in operative times after which complications may increase. METHODS The American College of Surgeons National Surgical Quality Improvement Project was queried from 2007 to 2018 to identify 11,633 UKA procedures that were included in the final analysis. The effect of operative time on complications within 30 days was evaluated using multivariate logistic regression models. Receiver operating characteristics curves and spline regression models were used to identify critical thresholds in operative time that increase the likelihood of short-term complications. RESULTS Longer operative times (in minutes) were associated with higher rates of surgical site infection (90.4 ± 26.7 vs 84.8 ± 25.5, P = .003), blood transfusions (94.9 ± 28.6 vs 84.9 ± 25.5, P = .007), as well as reoperation rates (90.8 ± 27.9 vs 84.9 ± 25.5, P = .01), extended hospital length of stay (93.4 ± 29.8 vs 84.5 ± 25.2, P < .001), and mortality (110.4 ± 35.5 vs 84.9 ± 25.5, P = .008). Following multivariate logistic regression, operative time was found to independently predict increased surgical site infection, blood transfusion, myocardial infarction, extended length of stay, and mortality (odds ratio: 1.09 - 1.45, CI: 1.01 - 1.91, all P values <0.02). Receiver operating characteristics curves found an increase in mortality risk during the 30-day postoperative period after 88.5 minutes of operative time, a finding supported by spline regression plots. CONCLUSION The present study found a positive correlation between increased operative times and short-term postoperative complication rates after UKA. Despite a statistically significant association with increasing operative time, odds ratios of reported complications are relatively low.
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Affiliation(s)
- William M Cregar
- Division of Orthopaedics, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - J Brett Goodloe
- Department of Orthopaedic Surgery and Physical Rehabilitation, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Yining Lu
- Department of Orthopedic Surgery and Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Tad L Gerlinger
- Division of Orthopaedics, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
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