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Ye S, Gan Y, Li Q, Cai L, Kang P. Efficacy and Safety of Bone Wax Application at Different Time Points to Reduce Postoperative Blood Loss in Total Knee Arthroplasty: A Prospective Randomized Controlled Trial. Orthop Surg 2024; 16:2447-2453. [PMID: 39073003 PMCID: PMC11456724 DOI: 10.1111/os.14177] [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: 03/03/2024] [Revised: 07/03/2024] [Accepted: 07/08/2024] [Indexed: 07/30/2024] Open
Abstract
OBJECTIVE In addition to the surface hemorrhage of cancellous bone after large-area osteotomy, the intramedullary hemorrhage after the reamed knee joint is also a major cause of postoperative bleeding after total knee arthroplasty (TKA). This study evaluated the efficacy and safety of bone wax application at different time points of prone hemorrhage to reduce perioperative blood loss. METHODS From August 2023 to December 2023, 150 patients undergoing primary unilateral TKA were included in this prospective, randomized controlled trial, patients were randomly divided into three groups: group A, after autogenous osteotomy plug was used to fill the femoral medullary cavity, the residual space was sealed with bone wax and the exposed cancellous bone surface around the prosthesis was coated with bone wax after the prosthesis adhesion; group B, only the exposed cancellous bone surface around the prosthesis was coated with bone wax; and group C, no bone wax was used. The primary outcome was total perioperative blood loss. Secondary outcomes included occult blood loss, postoperative hemoglobin reduction, blood transfusion rate, lower limb diameter, and knee function, while length of hospital stay was recorded. Tertiary outcomes included the incidence of postoperative related adverse events. RESULTS The total blood loss in group A (551.5 ± 224.5 mL) and group B (656.3 ± 267.7 mL) was significantly lower than that in group C (755.3 ± 248.3 ml, p < 0.001), and the total blood loss in group A was also lower than that in group B (p < 0.05). There were also significant differences in the reduction of hemoglobin level and hidden blood loss among the three groups (p < 0.05). However, there was no significant improvement in postoperative lower limb swelling, knee joint activity and hospitalization time; there was no significant difference in the incidence of complications such as thromboembolism. CONCLUSION The use of bone wax in TKA can safely and effectively reduce perioperative blood loss and hemoglobin drop rate, and multiple use at time points during the operation when blood loss is prone to occur can produce more significant hemostatic effect.
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Affiliation(s)
- Shuwei Ye
- Department of Orthopaedics Surgery, West China HospitalSichuan UniversityChengduChina
| | - Yanfeng Gan
- Department of OrthopaedicsHospital of Chengdu Office of People's Government of Tibetan Autonomous RegionChengduChina
| | - Qianhao Li
- Department of Orthopaedics Surgery, West China HospitalSichuan UniversityChengduChina
| | - Lijun Cai
- Department of Orthopaedics Surgery, West China HospitalSichuan UniversityChengduChina
| | - Pengde Kang
- Department of Orthopaedics Surgery, West China HospitalSichuan UniversityChengduChina
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Vandenberk J, Mievis J, Deferm J, Janssen D, Bollars P, Vandenneucker H. NAVIO RATKA shows similar rates of hemoglobin-drop, adverse events, readmission and early revision vs conventional TKA: a single centre retrospective cohort study. Knee Surg Sports Traumatol Arthrosc 2023; 31:4798-4808. [PMID: 37555860 DOI: 10.1007/s00167-023-07524-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 07/23/2023] [Indexed: 08/10/2023]
Abstract
PURPOSE Despite widespread adoption of NAVIO robotic-assisted total knee arthroplasty (NAVIO RATKA) in clinical practice, clinical outcome in terms of adverse events and complications remains unclear. The purpose of this study was to compare adverse events, length of stay, surgical time, hemoglobin drop, early readmission rate and revision rate between conventional TKA (CTKA) and NAVIO RATKA. METHODS This single-centre retrospective cohort analysis compared 230 NAVIO RATKA patients to 489 CTKA patients with a minimal follow-up of 12 months. Baseline demographic and comorbidity parameters were collected, as well as length of stay, revision rate and reason for revision, early readmission rate (< 6w) and reason for readmission, post-operative hemoglobin levels, adverse events, surgical time and operating room time. Data were compared using Mann-Whitney U test for continuous data without normal distribution and ordinal data, categorical variables were compared using the Chi-square or Fisher exact test. RESULTS There were no clinically relevant baseline demographic or comorbidity differences between groups. CTKA had shorter length of stay than NAVIO RATKA (5.0 days vs 5.4 days, p = 0.010) but trended towards a higher reoperation rate (4.1% vs 1.7%, p = .144, n.s). No differences were found in hemoglobin drop, readmission rate or overall incidence of adverse events, but CTKA showed more hematoma formation (1.6% vs 0%, p = .044) and higher incidence of periprosthetic joint infection (PJI) (1% vs 0%, p = n.s.), whilst NAVIO RATKA showed more periprosthetic fractures and persistent wound drainage (0.4% vs 2.2%, p = .038 and 0.6% vs 4.3%, p = .001, respectively). Surgical time remained significantly longer in NAVIO RATKA during all 230 cases (87 min vs 67.6 min) and showed a continuous downward trend. CONCLUSIONS This study further validates the usage of NAVIO RATKA as a safe method to perform TKA, with comparable short term outcomes to CTKA in terms of early revisions and adverse events. Surgeons should be mindful of the differing adverse event profile in NAVIO RATKA and adjust their patient selection accordingly to ensure optimal outcomes. In addition, surgeons using NAVIO RATKA should expect a linear learning curve and a surgical time exceeding that of CTKA. LEVEL OF EVIDENCE Level III (therapeutic retrospective cohort study).
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Affiliation(s)
- Jim Vandenberk
- Department of Biomedical Sciences (Development and Regeneration), KU Leuven-University of Leuven, Herestraat 49, Box 700, 3000, Louvain, Belgium.
- Department of Orthopaedic Surgery, University Hospitals Leuven, Herestraat 49, 3000, Louvain, Belgium.
| | - Jan Mievis
- Orthoteam Limburg, Dienst Orthopedische Heelkunde St. Trudo, Sint-Truiden, Belgium
| | - Jorien Deferm
- St. Elisabeth Krankenhaus Geilenkirchen, Geilenkirchen, Duitsland
| | - Daniël Janssen
- Orthoteam Limburg, Dienst Orthopedische Heelkunde St. Trudo, Sint-Truiden, Belgium
| | | | - Hilde Vandenneucker
- Department of Biomedical Sciences (Development and Regeneration), KU Leuven-University of Leuven, Herestraat 49, Box 700, 3000, Louvain, Belgium
- Department of Orthopaedic Surgery, University Hospitals Leuven, Herestraat 49, 3000, Louvain, Belgium
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Kwak SG, Kwon JB, Bae JW, Bae DJ, Kim DK, Choi WK. Effects of intraoperative or postoperative administration of intravenous iron supplements on hemoglobin recovery in patients with total knee arthroplasty: A systematic review and meta-analysis. Medicine (Baltimore) 2023; 102:e35744. [PMID: 37904349 PMCID: PMC10615465 DOI: 10.1097/md.0000000000035744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 09/29/2023] [Indexed: 11/01/2023] Open
Abstract
BACKGROUND The objectives of the researchers are as follows: First, to investigate whether intraoperative or postoperative administration of Intravenous (IV) iron supplements in patients undergoing primary total knee arthroplasty (TKA) can contribute to the hemoglobin recovery during the postoperative period (between 4 and 8 weeks after surgery). Second, to examine whether the administration of IV iron supplements during or immediately after TKA in patients undergoing primary TKA can reduce the need for allogenic blood transfusion during hospitalization. METHODS Articles published between January 1, 1990, and June 30, 2023 were searched in PubMed, Cochrane, and Embase. The population, intervention, comparison, and outcome of this study are as follows; Population: Patients undergoing primary total knee arthroplasty; Intervention: Administration of IV iron supplements during or immediately after surgery; Comparison: Non-administration of IV iron supplements; Outcome: Degree of hemoglobin recovery (between 4 and 8 weeks after surgery) and the need for blood transfusion during hospitalization. RESULTS There was a statistically significant difference in the amount of change in hemoglobin between iron supplementation group and non-iron supplementation group. The effect size were -0.44 (95% confidence interval: -0.69 to -0.19, P value < .001) in all patients. This means that the amount of change in hemoglobin were significantly reduced in the iron supplementation group than in the non-iron supplementation group. There was a statistically significant difference for post-operative transfusion rate between 2 groups. The effect size were 0.28 (95% confidence interval: 0.10-0.81, P value = .02) in all patients. This means that the post-operative transfusion rate was significantly less in the iron supplementation group than in the non-iron supplementation group. CONCLUSION The administration of IV iron supplements during or after TKA surgery increases hemoglobin recovery between 4 and 8 weeks after surgery and reduces the need for allogeneic blood transfusion during hospitalization.
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Affiliation(s)
- Sang Gyu Kwak
- Department of Medical Statistics, College of Medicine, Daegu Catholic University, Daegu, Korea
| | - Jae Bum Kwon
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Daegu, Korea
| | - Jin Woo Bae
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Daegu, Korea
| | - Dong Jin Bae
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Daegu, Korea
| | - Dong Kun Kim
- College of Medicine, Daegu Catholic University, Daegu, Korea
| | - Won-Kee Choi
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Daegu, Korea
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Kim MS, Cho RK, Yang SC, Hur JH, In Y. Machine Learning for Detecting Total Knee Arthroplasty Implant Loosening on Plain Radiographs. Bioengineering (Basel) 2023; 10:632. [PMID: 37370563 DOI: 10.3390/bioengineering10060632] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 05/15/2023] [Accepted: 05/22/2023] [Indexed: 06/29/2023] Open
Abstract
(1) Background: The purpose of this study was to investigate whether the loosening of total knee arthroplasty (TKA) implants could be detected accurately on plain radiographs using a deep convolution neural network (CNN). (2) Methods: We analyzed data for 100 patients who underwent revision TKA due to prosthetic loosening at a single institution from 2012 to 2020. We extracted 100 patients who underwent primary TKA without loosening through a propensity score, matching for age, gender, body mass index, operation side, and American Society of Anesthesiologists class. Transfer learning was used to prepare a detection model using a pre-trained Visual Geometry Group (VGG) 19. For transfer learning, two methods were used. First, the fully connected layer was removed, and a new fully connected layer was added to construct a new model. The convolutional layer was frozen without training, and only the fully connected layer was trained (transfer learning model 1). Second, a new model was constructed by adding a fully connected layer and varying the range of freezing for the convolutional layer (transfer learning model 2). (3) Results: The transfer learning model 1 gradually increased in accuracy and ultimately reached 87.5%. After processing through the confusion matrix, the sensitivity was 90% and the specificity was 100%. Transfer learning model 2, which was trained on the convolutional layer, gradually increased in accuracy and ultimately reached 97.5%, which represented a better improvement than for model 1. Processing through the confusion matrix affirmed that the sensitivity was 100% and the specificity was 97.5%. (4) Conclusions: The CNN algorithm, through transfer learning, shows high accuracy for detecting the loosening of TKA implants on plain radiographs.
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Affiliation(s)
- Man-Soo Kim
- Department of Orthopaedic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea
| | - Ryu-Kyoung Cho
- Department of Orthopaedic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea
| | - Sung-Cheol Yang
- Department of Orthopaedic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea
| | - Jae-Hyeong Hur
- Department of Orthopaedic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea
| | - Yong In
- Department of Orthopaedic Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 06591, Republic of Korea
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Kwon JB, Choi JIH, Che SH, Choi WK. The natural course of hemoglobin levels after allogenic blood transfusion in total knee arthroplasty. Medicine (Baltimore) 2023; 102:e33387. [PMID: 36961160 PMCID: PMC10036028 DOI: 10.1097/md.0000000000033387] [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: 10/08/2022] [Accepted: 03/08/2023] [Indexed: 03/25/2023] Open
Abstract
We retrospectively investigated the natural course of hemoglobin levels after allogenic blood transfusion in total knee arthroplasty. All patients were treated according to the same clinical pathway, and blood tests were performed on the same day. All blood tests were done on pre-op, immediate post-op, midnight of op day, 1st, 2nd, 3rd, 5th, 7th, and 11th day after surgery. Of the total 593 cases, a total of 197 cases (33.2%) were performed within 3 days of surgery. Hemoglobin level was significantly lowest on the 3rd day after surgery and tended to increase afterwards in the non-transfusion group. In the case of blood transfusion on the day of surgery, the hemoglobin level showed an increase on the next day and then showed a minimum value on the fifth day of surgery and then increased. The same pattern was identified when blood transfusion was done on the 1st and 2nd day of surgery. However, when blood transfusion was done on the 3rd day, the hemoglobin level showed a steady increase afterwards. The hemoglobin level of total knee arthroplasty patients with no blood transfusion was the lowest on the 3rd day after surgery and increased afterwards. If blood transfusion was done within 2 days after surgery, the hemoglobin level was the lowest on the 5th day after surgery and increased afterwards. If blood transfusion was done on the 3rd day after surgery, the hemoglobin level increased afterwards.
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Affiliation(s)
- Jae Bum Kwon
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Nam-gu, Daegu, Korea
| | - JI Hoon Choi
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Nam-gu, Daegu, Korea
| | - Sug Hun Che
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Nam-gu, Daegu, Korea
| | - Won Kee Choi
- Department of Orthopaedic Surgery, College of Medicine, Daegu Catholic University, Nam-gu, Daegu, Korea
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Comparison of three methods for sealing of the intramedullary femoral canal during total knee arthroplasty; a randomized controlled trial. Arch Orthop Trauma Surg 2022; 143:3309-3317. [PMID: 36018367 DOI: 10.1007/s00402-022-04596-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 08/19/2022] [Indexed: 11/02/2022]
Abstract
PURPOSE The purpose of this randomized controlled study was to examine the effect of sealing the intramedullary canal with a bone or cement plug or leaving it empty on postoperative bleeding and pain MATERIALS AND METHODS: A total of 120 patients with knee osteoarthritis who underwent unilateral TKA participated in the trial and were assigned to one of three groups. The femoral canal was sealed with an autogenous bone plug (Group I) or cement plug (Group II), or it was left open (Group III). Estimated blood loss, Hemoglobin decline, bleeding into the drain, and postoperative pain w compared between groups. RESULTS Six patients were excluded due to various reasons, and the remaining 114 patients were included in the final analysis. There were no significant variations in baseline clinical characteristics between the three groups (p > 0.05). Hemoglobin reduction between preoperative and 72 h after the surgery (p: 0.034) and estimated blood loss (p: 0.003) were significantly different between groups. The cement plug group showed the least bleeding. Although there was a significant difference between the cement and empty canal groups (p: 0.03 and p: 0.002, respectively), the difference between the cement and bone groups was similar regarding both hemoglobin reduction and estimated blood loss. The blood volume in the suction drain (p: 0.598) and transfusion rate (p: 0.087) were similar between the groups. VAS at the 12 h after the surgery was similarly high in each group (p: 0.676). It declined at 36 h after surgery, but no significant difference was determined between groups (p: 0.815). CONCLUSIONS This study showed that estimated blood loss and hemoglobin reduction were significantly lower in the cement plug group than in the empty canal group. But bone plug group did not show any difference with both empty canal and cement plug groups. Sealing the IM canal or leaving it open did not change the bleeding into the drain, transfusion rate, and postoperative pain between groups. Based on these findings, sealing the IM canal with a cement plug might be recommended to diminish bleeding during TKA despite similar transfusion rates. LEVEL OF EVIDENCE Level I, randomized controlled trial.
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