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Seong H, Lee KS, Choi Y, Na D, Kim J, Shin HJ, Ahn KH. Explainable artificial intelligence for predicting red blood cell transfusion in geriatric patients undergoing hip arthroplasty: Machine learning analysis using national health insurance data. Medicine (Baltimore) 2024; 103:e36909. [PMID: 38394543 DOI: 10.1097/md.0000000000036909] [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] [Indexed: 02/25/2024] Open
Abstract
This study uses machine learning and population data to analyze major determinants of blood transfusion among patients with hip arthroplasty. Retrospective cohort data came from Korea National Health Insurance Service claims data for 19,110 patients aged 65 years or more with hip arthroplasty in 2019. The dependent variable was blood transfusion (yes vs no) in 2019 and its 31 predictors were included. Random forest variable importance and Shapley Additive Explanations were used for identifying major predictors and the directions of their associations with blood transfusion. The random forest registered the area under the curve of 73.6%. Based on random forest variable importance, the top-10 predictors were anemia (0.25), tranexamic acid (0.17), age (0.16), socioeconomic status (0.05), spinal anesthesia (0.05), general anesthesia (0.04), sex (female) (0.04), dementia (0.03), iron (0.02), and congestive heart failure (0.02). These predictors were followed by their top-20 counterparts including cardiovascular disease, statin, chronic obstructive pulmonary disease, diabetes mellitus, chronic kidney disease, peripheral vascular disease, liver disease, solid tumor, myocardial infarction and hypertension. In terms of max Shapley Additive Explanations values, these associations were positive, e.g., anemia (0.09), tranexamic acid (0.07), age (0.09), socioeconomic status (0.05), spinal anesthesia (0.05), general anesthesia (0.04), sex (female) (0.02), dementia (0.03), iron (0.04), and congestive heart failure (0.03). For example, the inclusion of anemia, age, tranexamic acid or spinal anesthesia into the random forest will increase the probability of blood transfusion among patients with hip arthroplasty by 9%, 7%, 9% or 5%. Machine learning is an effective prediction model for blood transfusion among patients with hip arthroplasty. The high-risk group with anemia, age and comorbid conditions need to be treated with tranexamic acid, iron and/or other appropriate interventions.
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Affiliation(s)
- Hyunyoung Seong
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Kwang-Sig Lee
- AI Center, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yumin Choi
- Korea University School of Mechanical Engineering, Seoul, Republic of Korea
| | - Donghyun Na
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jaewoo Kim
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hyeon Ju Shin
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Ki Hoon Ahn
- Department of Obstetrics & Gynecology, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
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Administration of Prophylactic Enoxaparin on the Morning of Surgery Does Not Increase Risk of Blood Transfusion or Wound Drainage Following Internal Fixation of Geriatric Femur Fractures. J Am Acad Orthop Surg 2023; 31:305-311. [PMID: 36520993 DOI: 10.5435/jaaos-d-22-00233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 10/23/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Despite standard use of chemoprophylaxis, 30-day incidence of venous thromboembolism after geriatric, those older than 60 years, femur fracture surgery is reported to be up to 10%. Missing one dose of enoxaparin has been proven to increase the risk of developing venous thromboembolism. It is commonplace to hold preoperative chemoprophylaxis the morning of surgery because of concern for intraoperative bleeding or wound drainage. We sought to determine whether administration of prophylactic enoxaparin the morning of surgery resulted in an increased rate of blood transfusion or wound drainage in geriatric patients undergoing femur fracture treatment. METHODS We retrospectively reviewed patients older than 60 years who underwent internal fixation of an isolated femur fracture, including femoral neck, intertrochanteric, subtrochanteric, femoral shaft, and distal femur fractures, at a Level 1 trauma center. Medical records, hospital billing data, and radiographs were reviewed to determine patient characteristics such as Charlson Comorbidity Index, enoxaparin dosing, packed red blood cell transfusion, and persistent wound drainage, defined as any drainage requiring utilization of closed incision negative pressure wound therapy. Thirty-day mortality served as the secondary outcome measure. RESULTS Five hundred seven patients were included. One hundred sixty-four (32%) received enoxaparin on the morning of surgery, whereas 343 (68%) did not. 27% of patients received PRBC transfusion, and this did not differ between groups (27% vs. 28%, P = 0.72). Subgroup analysis of fixation strategies revealed no difference in the frequency of blood transfusion for any fixation type as related to the timing of enoxaparin dosage. Utilization of closed incision negative pressure wound therapy for the treatment of postoperative wound drainage did not differ between dosing groups. No difference was observed in thirty-day mortality between groups (2.4% vs. 2.7%, P = 0.9). DISCUSSION Administration of a prophylactic dose of enoxaparin on the morning of surgery does not seem to increase the rate of postoperative blood transfusion or wound drainage after fixation of geriatric femur fracture. LEVEL OF EVIDENCE Level III, therapeutic.
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Blood-Transfusion Risk Factors after Intramedullary Nailing for Extracapsular Femoral Neck Fracture in Elderly Patients. J Funct Morphol Kinesiol 2023; 8:jfmk8010027. [PMID: 36810511 PMCID: PMC9945124 DOI: 10.3390/jfmk8010027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/11/2023] [Accepted: 02/16/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Extracapsular femoral neck fractures (eFNF) are the third most common type of fracture in traumatology. Intramedullary nailing (IMN) is one of the most frequently used ortho-pedic treatments for eFNF. Blood loss is one of the main complications of this treatment. This study aimed to identify and evaluate the perioperative risk factors that lead to blood transfusion in frail patients with eFNF who undergo IMN. METHODS From July 2020 to December 2020, 170 eFNF-affected patients who were treated with IMN were enrolled and divided into two groups according to blood transfusion: NBT (71 patients who did not need a blood transfusion), and BT (72 patients who needed blood transfusion). Gender, age, BMI, pre-operative hemoglobin levels, in-ternational normalized ratio (INR) level, number of blood units transfused, length of hospital stay, surgery duration, type of anesthesia, pre-operative ASA score, Charlson Comorbidity Index, and mortality rate were assessed. RESULTS Cohorts differed only for pre-operatively Hb and surgery time (p < 0.05). CONCLUSION Patients who have a lower preoperative Hb level and longer surgery time have a high blood-transfusion risk and should be closely followed peri-operatively.
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Liu Y, Nadeem A, Sebastian S, Olsson MA, Wai SN, Styring E, Engellau J, Isaksson H, Tägil M, Lidgren L, Raina DB. Bone mineral: A trojan horse for bone cancers efficient mitochondria targeted delivery and tumor eradication with nano hydroxyapatite containing doxorubicin. Mater Today Bio 2022; 14:100227. [PMID: 35265825 PMCID: PMC8898975 DOI: 10.1016/j.mtbio.2022.100227] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 02/23/2022] [Accepted: 02/25/2022] [Indexed: 11/04/2022] Open
Abstract
Efficient systemic pharmacological treatment of solid tumors is hampered by inadequate tumor concentration of cytostatics necessitating development of smart local drug delivery systems. To overcome this, we demonstrate that doxorubicin (DOX), a cornerstone drug used for osteosarcoma treatment, shows reversible accretion to hydroxyapatite (HA) of both nano (nHA) and micro (mHA) size. nHA particles functionalized with DOX get engulfed in the lysosome of osteosarcoma cells where the acidic microenvironment causes a disruption of the binding between DOX and HA. The released DOX then accumulates in the mitochondria causing cell starvation, reduced migration and apoptosis. The HA+DOX delivery system was also tested in-vivo on osteosarcoma bearing mice. Locally delivered DOX via the HA particles had a stronger tumor eradication effect compared to the controls as seen by PET-CT and immunohistochemical staining of proliferation and apoptosis markers. These results indicate that in addition to systemic chemotherapy, an adjuvant nHA could be used as a carrier for intracellular delivery of DOX for prevention of tumor recurrence after surgical resection in an osteosarcoma. Furthermore, we demonstrate that nHA particles are pivotal in this approach but a combination of nHA with mHA could increase the safety associated with particulate nanomaterials while maintaining similar therapeutic potential.
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The factors that affect blood loss in intertrochanteric fractures treated with proximal femoral nail in the elderly. Eur J Trauma Emerg Surg 2021; 48:1879-1884. [PMID: 33864094 DOI: 10.1007/s00068-021-01670-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 04/07/2021] [Indexed: 12/23/2022]
Abstract
PURPOSE Intertrochanteric femur fractures (IFF) is one of the biggest health problems in elderly population and mostly treated by proximal femoral nails. Although it is done in less invasive technique this method can cause higher blood loss than expected and subsequent allogenic blood transfusions. In this study, we aimed to investigate the factors that were related to the blood loss in proximal femoral nail fixation of IFF including patients' ongoing anticoagulant treatments. METHODS 231 consecutive patients with IFF who treated with proximal femoral nail anti-rotation between January 2017 and December 2019 were included the study. The factors that can affect the blood loss determined as patients demographics, time from injury to operation, duration of operation, the American Society of Anesthesiologists (ASA) scores, preoperative anticoagulant medications. Hematocrit and hemoglobin were obtained on admission day, postoperative day one and postoperative day 3. Total blood loss and allogenic blood transfusions assessed. RESULTS Higher BMI is found related to higher blood loss. The patients who were operated in the first two days after admission had lower blood loss levels independent from anticoagulant use (p = 0.027). Preoperative Hct was higher in patients who did not need RBCs in the perioperative period (p = 0.039). According to the AO classification, A2.1 fractures had lower blood loss levels. CONCLUSION This study demonstrated that ongoing anticoagulant treatments of intertrochanteric fracture patients did not increase the perioperative blood loss. The factors affecting blood loss in the proximal femoral nail fixation were BMI, the time to surgery, and fracture type in the elderly.
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Arshi A, Lai WC, Iglesias BC, McPherson EJ, Zeegen EN, Stavrakis AI, Sassoon AA. Blood transfusion rates and predictors following geriatric hip fracture surgery. Hip Int 2021; 31:272-279. [PMID: 31912747 DOI: 10.1177/1120700019897878] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Postoperative blood product transfusions in elderly hip fracture patients cause concern for morbidity and mortality. The purpose of this study was to identify predictors and short-term sequelae of postoperative transfusion following geriatric hip fracture surgery. METHODS We queried the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) to identify geriatric (⩾65 years) patients who sustained operative femoral neck, intertrochanteric, and subtrochanteric hip fractures in 2016. Multivariate regression was used to determine risk-adjusted odds ratios (OR) of associated perioperative risk factors and sequelae of postoperative transfusion. RESULTS In total, 8416 geriatric hip fracture patients were identified of whom 28.3% had documented postoperative transfusion. In multivariate analysis, age (OR 1.03 [1.02-1.04], p < 0.001), preoperative anaemia (OR 4.69 [3.99-5.52], p = 0.001), female sex (OR 1.61 [1.39-1.87], p < 0.001), lower BMI (OR 0.97 [0.96-0.98], p < 0.001), American Society of Anesthesiologists (ASA) classification (OR 1.14 [1.01-1.27], p = 0.031), COPD (OR 1.30 [1.06-1.59], p = 0.011), hypertension (OR 1.17 [1.01-1.35], p = 0.038), increased OR time (OR 1.02 [1.01-1.03], p < 0.001), and intertrochanteric (OR 2.99 [2.57-3.49], p < 0.001) and subtrochanteric femur fractures (OR 5.07 [3.84-6.69], p < 0.001) were independent risk factors for receiving postoperative blood transfusion. Patients with postoperative transfusion had a significantly higher risk-adjusted 30-day mortality (8.4% vs. 6.4%, OR 1.29 [1.02-1.64], p = 0.035), hospital readmission rate (9.4% vs. 7.7%, OR 1.27 [1.04-1.55], p = 0.018), and total hospital LOS (7.3 vs. 6.3 days, p < 0.001). CONCLUSIONS Postoperative transfusion is a common occurrence in geriatric fragility hip fractures with multiple risk factors. Careful preoperative planning and multidisciplinary management efforts are warranted to reduce use of postoperative transfusions.
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Affiliation(s)
- Armin Arshi
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Wilson C Lai
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Brenda C Iglesias
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Edward J McPherson
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Erik N Zeegen
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Alexandra I Stavrakis
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Adam A Sassoon
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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Dai CQ, Wang LH, Zhu YQ, Xu GH, Shan JB, Huang WC, Wei LH, Zhou FL, Li Y. Risk factors of perioperative blood transfusion in elderly patients with femoral intertrochanteric fracture. Medicine (Baltimore) 2020; 99:e19726. [PMID: 32282730 PMCID: PMC7220097 DOI: 10.1097/md.0000000000019726] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
This study aimed to discuss the risk factors of perioperative blood transfusion after the application of proximal femoral nail antirotation (PFNA) in the treatment of elderly patients with femoral intertrochanteric fracture (FIF). Moreover, this study also aimed to analyze the causes of perioperative blood transfusion and provide guidance for clinical treatment.Records of elderly patients with FIF who were treated with PFNA in our hospital from September 2014 to May 2017 were reviewed. They were divided into transfused and nontransfused groups. The Student t test, Chi-squared test, and Fisher exact test were used in univariate analysis of 11 variables. Multivariate logistic regression analysis was performed to analyze the possible risk factors associated with postoperative blood transfusion after the application of PFNA in elderly patients with FIF. Correlations were sought using the Spearman rank correlation analysis.The univariate analysis showed that age, sex, type of fracture, admission hemoglobin (Hb), admission albumin, and intraoperative blood loss were significantly associated with perioperative blood transfusion (P = .000, .019, .000, .000, .000, and .007, respectively). The multivariate logistic regression analysis demonstrated that age (P = .019, odds ratio [OR] = 1.062), type of fracture (P = .001, OR = 4.486), and admission Hb (P = .000, OR = 0.883) were independent risk factors of postoperative blood transfusion. We found a significant positive correlation between perioperative blood transfusion and age (r = 0.264, P = .000) and type of fracture (r = 0.409, P = .000), but a negative correlation between perioperative blood transfusion and admission Hb (r = -0.641, P = .000).The main factors affecting perioperative blood transfusion are age, fracture type, and admission Hb. These results indicate that, in high-risk patients who are older in age, more unstable fractures, and lower admission Hb, monitoring Hb concentrations during the perioperative period is important to correct severe anemia in a timely manner and avoid exacerbating existing underlying diseases and inducing severe complications.
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Lin SY, Huang HT, Chou SH, Ho CJ, Liu ZM, Chen CH, Lu CC. The Safety of Continuing Antiplatelet Medication Among Elderly Patients Undergoing Urgent Hip Fracture Surgery. Orthopedics 2019; 42:268-274. [PMID: 31355906 DOI: 10.3928/01477447-20190723-02] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 07/02/2019] [Indexed: 02/03/2023]
Abstract
Elderly patients with hip fractures who are receiving antiplatelet therapy are commonly encountered in clinical practice. This study sought to elucidate the safety of urgent hip surgery without termination of antiplatelet medication among patients taking a combination of aspirin and dipyridamole, aspirin alone, or dipyridamole alone. This retrospective cohort study included 176 patients 55 years or older who had uncomplicated hip fractures and underwent surgery within 48 hours after admission. On the basis of the preoperative medication regimen, the patients were divided into the following 4 groups: those receiving aspirin and dipyridamole combined (n=29); those receiving aspirin alone (n=63); those receiving dipyridamole alone (n=28); and those not receiving antiplatelet medication (n=56). Main outcomes, including total blood loss, transfusion rate, and 1-year mortality, were analyzed. There was no significant difference in total blood loss, transfusion rate, or 1-year mortality among the 4 groups. The group receiving aspirin and dipyridamole combined preoperatively had increased intraoperative blood loss (mean, 309.14±189.15 mL) compared with the group not receiving antiplatelet medication (mean, 214.64±119.21 mL; P=.005). There was no significant difference in the hazard ratio (P>.05) for 1-year mortality among the 4 groups after adjusting for confounding covariates, including age, sex, Charlson Comorbidity Index, and duration of hospital stay. Patients receiving antiplatelet medication, including aspirin, dipyridamole, or both, who have uncomplicated hip fractures may undergo urgent surgery without a significant difference in total blood loss, transfusion rate, or 1-year mortality compared with patients not receiving anti-platelet medication. [Orthopedics. 2019; 42(5):268-274.].
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Malcherczyk D, Klasan A, Ebbinghaus A, Greene B, Bäumlein M, Ruchholtz S, El-Zayat BF. Factors affecting blood loss and blood transfusion in patients with proximal humeral fractures. J Shoulder Elbow Surg 2019; 28:e165-e174. [PMID: 30992248 DOI: 10.1016/j.jse.2019.01.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 01/22/2019] [Accepted: 01/27/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND The aim of this study was to determine the amount of blood loss and the rate of blood transfusion in patients receiving surgery for proximal humeral fractures depending on the treatment and fracture classification. Moreover, factors associated with blood loss and blood transfusion were analyzed. METHODS The study included 420 patients who had received surgery for proximal humeral fractures. Data from medical records were collected retrospectively. The calculated blood loss and the transfusion rate were analyzed depending on the type of surgery (plate fixation, arthroplasty, and others) or the fracture classification (2-, 3-, and 4-part fractures). The extent of blood loss and the need for transfusion were correlated with potential risk factors. A score to estimate the probability of blood transfusion was developed. RESULTS Average blood loss was 284 mL, and the transfusion rate was 14.5% for all proximal humeral fractures. Shoulder arthroplasty was associated with higher blood loss (353 mL, P < .01) and a higher blood transfusion rate (27.3%, P < .01) than plate fixation (263 mL and 10.9%, respectively). The fracture classification had no effect on either factor. Significant risk factors for blood loss were male sex, body mass index, surgery time, time until surgery, and vitamin K antagonists. Age, blood loss, American Society of Anesthesiologists score greater than 2, vitamin K antagonists, coronary artery disease (CAD), peripheral artery disease (PAD), and renal disease were associated with a higher transfusion rate. CONCLUSION Blood loss could be affected by a shorter surgery time and by choosing an adequate time until surgery. The consideration of risk factors and the use of a transfusion risk score allow more elaborate ordering of cross-matched blood units and can decrease institutional costs.
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Affiliation(s)
- Dominik Malcherczyk
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany.
| | - Antonio Klasan
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany
| | - Arne Ebbinghaus
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany
| | - Brandon Greene
- Institute of Medical Biometry and Epidemiology, University Marburg, Marburg, Germany
| | - Martin Bäumlein
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany
| | - Steffen Ruchholtz
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany
| | - Bilal F El-Zayat
- Center for Orthopedics and Trauma Surgery, University Hospital Marburg, Marburg, Germany
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Motivations and attitudes towards the act of blood donation among undergraduate health science students. Transfus Apher Sci 2019; 58:147-151. [DOI: 10.1016/j.transci.2018.12.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 12/21/2018] [Accepted: 12/31/2018] [Indexed: 02/06/2023]
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Isidoro REC, Silva KFND, Oliveira JFD, Barichello E, Pires PDS, Barbosa MH. BLOOD ORDERS AND PREDICTORS FOR HEMOTRANSFUSION IN ELECTIVE FEMUR FRACTURE REPAIR SURGERY. TEXTO & CONTEXTO ENFERMAGEM 2019. [DOI: 10.1590/1980-265x-tce-2018-0129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objective: to estimate the incidence of red blood cell concentrate orders in elective femur fracture repair surgeries and to identify predictors for hemotranfusion. Method: retrospective cohort study conducted with 271 patients submitted to femur fracture repair surgery between July 2013 and July 2016. Surgical and transfusion data were obtained from patient charts and the Transfusion Management System. Association between sociodemographic and clinical variables related to the surgical procedure and the occurrence of red blood cell concentrate transfusion was analyzed using descriptive statistics, the chi-squared test, relative risk, and odds ratio. Multivariate analysis was performed using binomial logistic regression. Results: the incidence of blood orders for patients undergoing femur fracture repair surgery was 87%. Ninety-one (33.6%) patients received red blood cell concentrate transfusions. Even though placing blood orders is recommended, given the possibility of intra- or postoperative transfusions, only 52 (47.2%) blood transfusions occurred in the preoperative period. The variables female sex, low preoperative hemoglobin levels and procedure lasting longer than 120 minutes presented statistical significance (p<0.05) and were considered predictors for hemototransfusion. Conclusion: Perioperative nursing must be aware of the importance of blood orders for all patients undergoing femur fracture repair surgery, including in the preoperative period, with special attention to patients who are female, previously anemic and submitted to long-lasting procedures.
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Nijmeijer WS, Folbert EC, Vermeer M, Vollenbroek-Hutten MMR, Hegeman JH. The consistency of care for older patients with a hip fracture: are the results of the integrated orthogeriatric treatment model of the Centre of Geriatric Traumatology consistent 10 years after implementation? Arch Osteoporos 2018; 13:131. [PMID: 30456430 DOI: 10.1007/s11657-018-0550-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 11/13/2018] [Indexed: 02/03/2023]
Abstract
UNLABELLED In the past 10 years after implementation, the orthogeriatric treatment model led in general to consistent outcomes for 1555 older adults in terms of most of the complications and mortality. Surgery was more often delayed to 24-48 h after arrival at the hospital, while the length of hospital stay shortened. INTRODUCTION Since 1 April 2008, patients aged ≥ 70 years presenting themselves with a hip fracture at Ziekenhuisgroep Twente (ZGT) have been treated according to the orthogeriatric treatment model. The aim of this study was to investigate if outcomes of the orthogeriatric treatment model are consistent over the first 10 years after implementation. METHODS Between 1 April 2008 and 31 December 2016, patients aged ≥ 70 years who were surgically treated at ZGT for a hip fracture were included and divided into three periods equally distributed in time. Patient characteristics, in-hospital logistics, complications, and mortality data were compared between the three periods. RESULTS A total of 1555 patients were included. There was a shift in the surgical treatment for the fractured neck of femur from dynamic hip screw/cannulated screws to hemiarthroplasty (p < 0.001). Surgery within 24 h after arrival to the hospital decreased (p < 0.001), while surgery within 48 h stayed the same (p = 0.085). Length of hospital stay significantly decreased over time (p < 0.001). Complication rates were consistent except for the number of postoperative anemia, delirium, and urinary tract infections. Mortality rates did not change over the years. CONCLUSIONS The orthogeriatric treatment model leads in general to consistent outcomes concerning mortality and most of the complications, except for postoperative anemia, delirium, and urinary tract infections. Inconsistent complication rates were influenced by altered diagnosis and treatment protocols. Length of hospital stay reduced, while time to surgery was more often delayed to 24-48 h. Monitoring clinical outcomes of the orthogeriatric treatment model over time is recommended in order to optimize and maintain the quality of care for this frail patient population.
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Affiliation(s)
- W S Nijmeijer
- Department of Trauma Surgery, Ziekenhuisgroep Twente, Zilvermeeuw 1, 7609 PP, Almelo, The Netherlands. .,Telemedicine Group, Biomedical Signals and Systems, Faculty of Electrical Engineering, University of Twente, Drienerlolaan 5, 7522 NB, Enschede, The Netherlands.
| | - E C Folbert
- Department of Trauma Surgery, Ziekenhuisgroep Twente, Zilvermeeuw 1, 7609 PP, Almelo, The Netherlands
| | - M Vermeer
- ZGT Academy, Ziekenhuisgroep Twente, Zilvermeeuw 1, 7609 PP, Almelo, The Netherlands
| | - M M R Vollenbroek-Hutten
- Telemedicine Group, Biomedical Signals and Systems, Faculty of Electrical Engineering, University of Twente, Drienerlolaan 5, 7522 NB, Enschede, The Netherlands.,ZGT Academy, Ziekenhuisgroep Twente, Zilvermeeuw 1, 7609 PP, Almelo, The Netherlands
| | - J H Hegeman
- Department of Trauma Surgery, Ziekenhuisgroep Twente, Zilvermeeuw 1, 7609 PP, Almelo, The Netherlands
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Fazal MA, Bagley C, Garg P. Predictors for perioperative blood transfusion in elderly patients with extra capsular hip fractures treated with cephalo-medullary nailing. Chin J Traumatol 2018; 21:16-19. [PMID: 29398291 PMCID: PMC5857894 DOI: 10.1016/j.cjtee.2017.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 07/29/2017] [Accepted: 09/25/2017] [Indexed: 02/04/2023] Open
Abstract
PURPOSE The aim of our study was to determine predictive factors and requirement for perioperative blood transfusion in elderly patients with extra capsular hip fractures treated with cephalo-medullary device. METHODS Seventy-nine patients with extra capsular hip fractures treated with cephalo-medullary nailing were included in the study. Age, sex, ASA grade, timing of surgery, preoperative and postoperative haemoglobin, length of hospital stay, fracture type, number of units transfused and 30-day mortality were recorded. RESULTS The mean age was 82.3 years. Forty-seven patients underwent a short nail and 32 patients a long nail; 53.4% patients required blood transfusion postoperatively. Transfusion was required in 71.8% of the long nails (p < 0.05), 65.8% patients above the age of 80 (p < 0.05), 100% of the patients with hemoglobin below 90 g/L and 20 patients with a ASA grade of 3 (p < 0.05). 78.5% patients with A2 fracture and 75% of A3 fractures needed blood transfusion (p > 0.05). Length of hospital stay in non-transfusion group was 13 days and in transfusion group was 19 days (p < 0.05). 55.1% operated within 36 h and 47.6% operated after 36 h of admission needed transfusion (p > 0.05). Thirty-day mortality in patients needing blood transfusion was 5% and in non-transfusion group was 3.7% (p > 0.05). CONCLUSION Patient age, ASA grade, preoperative haemoglobin and length of nail are reliable predictors for perioperative blood transfusion in extra capsular hip fractures in elderly patients treated with cephalo-medullary nailing and reinforce a selective transfusion policy.
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Affiliation(s)
- M Ali Fazal
- Royal Free NHS Foundation Trust, The Ridgeway, Enfield, EN2 8JL, United Kingdom.
| | - Caroline Bagley
- Royal Free NHS Foundation Trust, The Ridgeway, Enfield, EN2 8JL, United Kingdom
| | - Parag Garg
- Royal Free NHS Foundation Trust, The Ridgeway, Enfield, EN2 8JL, United Kingdom
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The incidence of life threatening iatrogenic vessel injury following closed or open reduction and internal fixation of intertrochanteric femoral factures. INTERNATIONAL ORTHOPAEDICS 2017; 41:1845-1850. [PMID: 28669078 DOI: 10.1007/s00264-017-3545-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Accepted: 06/14/2017] [Indexed: 10/19/2022]
Abstract
AIM OF THE STUDY Bleeding due to a vascular injury is a possible life-threatening complication of intertrochanteric femoral fracture internal fixation. Our goals were to find the current incidence of these events, and to describe the reasons, the presentation, and the treatment options. METHOD We conducted a retrospective record review of 1,469 patients who were operated upon at our institution due to AO31A femoral fractures from 2011 through 2015 and were treated with closed reduction and internal fixation. RESULTS Three patients were diagnosed with iatrogenic vascular bleeding, which constitute an incidence of 0.2%. The vascular injuries were detected as deep femoral artery bleeding adjacent to the distal locking screws. The patients were treated with ultrasound guided thrombin injection, endovascular coil embolization or with no endovascular intervention. DISCUSSION Vascular injuries are caused mainly by perforating a vessel while drilling the distal locking screw holes. A high level of suspicion and immediate imaging work-up are mandatory. CONCLUSIONS A vascular injury due to internal fixation of a proximal AO31A femoral fracture is a rare complication.
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15
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Obesity Is Associated With High Perioperative Complications Among Surgically Treated Intertrochanteric Fracture of the Femur. J Orthop Trauma 2017; 31:352-357. [PMID: 28323791 DOI: 10.1097/bot.0000000000000825] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To document the complications among obese patients who underwent surgical fixation for intertrochanteric femur (IT) fractures and to compare with nonobese patients. DESIGN Retrospective cohort study. SETTING Four level I trauma centers. PATIENTS 1078 IT fracture patients. INTERVENTIONS None. MAIN OUTCOME MEASURES Patient and fracture characteristics, surgical duration, surgical delay intraoperative and postoperative complications, inpatient mortality, and length of stay. METHOD A retrospective review at 4 academic level I trauma centers was conducted to identify skeletally mature patients who underwent surgical fixation of intertrochanteric fractures between June 2008 and December 2014. Descriptive data, injury characteristics, OTA fracture classification, and associated medical comorbidities were documented. The outcomes measured included in-hospital complications, length of stay, rate of blood transfusion, change in hemoglobin levels, operative time, and wound infection. RESULTS Of 1078 unique patients who were treated for an IT fracture, 257 patients had a Body mass index (BMI) of 30 or greater. Patients with a high BMI (≥30) had a significantly lower mean age (73 vs. 77 years, P < 0.0001), higher percentage of high-energy injuries (18% vs. 9%, P = 0.0004), greater mean duration of surgery (96 vs. 86 minutes, P = 0.02), and higher mean length of stay (6.5 vs. 5.9 days, P = 0.004). The high-BMI group (n = 257) had significantly higher percentages of patients with complications overall (43% vs. 28%, P < 0.0001), respiratory complications (11% vs. 3%, P < 0.0001), electrolyte abnormalities (4% vs. 2%, P = 0.01), and sepsis (4% vs. 1%, P = 0.002). Patients with BMI ≥ 40 had a much higher rate of respiratory complications (18%) and wound complications (5%) than obese (BMI: 30-39.9) and nonobese patients (BMI < 30). CONCLUSION Intertrochanteric hip fracture patients with a BMI of >30 kg/m are much more likely to sustain systemic complications including respiratory complications, electrolyte abnormalities, and sepsis. In addition, morbidly obese patients are more likely to sustain respiratory complications and wound infections than obese (BMI: 30-39.9 kg/m) and nonobese patients (BMI: < 30 kg/m). The findings from this study can help direct surgeons in the counseling to obese patients and their family, and perhaps increase hospital reimbursement for this group of patients. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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16
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Nie B, Wu D, Yang Z, Liu Q. Comparison of intramedullary fixation and arthroplasty for the treatment of intertrochanteric hip fractures in the elderly: A meta-analysis. Medicine (Baltimore) 2017; 96:e7446. [PMID: 28682912 PMCID: PMC5502185 DOI: 10.1097/md.0000000000007446] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND More and more studies conduct to compare intramedullary fixation (IMF) with arthroplasty in treating intertrochanteric hip fractures, but it remains controversy. The aim of this meta-analysis was to find out whether IMF or arthroplasty was more appropriate for treating intertrochanteric hip fractures in elderly patients. METHODS Relevant studies were searched in the electronic databases of PubMed, Embase, and The Cochrane Central Register of Controlled Trials from January 1980 to September 2016 with English language restriction. Surgical information and postoperative outcomes were analyzed using RevMan 5.3 version. RESULTS A total of 1239 patients from 11 studies which satisfied the eligibility criteria were included. Compared with IMF, the use of arthroplasty reduced implant-related complications (odds ratio [OR]: 2.05, P = .02) and reoperation rate (OR: 7.06, P < .001), and had similar length of hospital stay (weighted mean difference [WMD]: -0.41, P = .63). However, IMF reduced blood loss (WMD: -375.01, P = .001) and transfusion requirement (OR: 0.07, P < .001), shorter operation time (WMD: -18.92, P = .010), higher Harris hip score (WMD: 4.19, P < .001), and lower rate of 1-year mortality (OR: 0.67, P = .02) compared with arthroplasty. CONCLUSION The main treatment of intertrochanteric hip fractures is internal fixation using IMF. In the absence of concrete evidence, arthroplasty should be undertaken with caution in carefully selected patient and surgeon should be aware of the increased complexity of doing the arthroplasty in these elderly patients. Further high-quality randomized controlled trials (RCTs) are needed to provide robust evidence and evaluate the treatment options.
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Affiliation(s)
- Boyuan Nie
- Department of Orthopedics, Dayi Hospital of Shanxi Medical University Department of Orthopedics, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, People's Republic of China
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17
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Blood Conservation in Orthopedic Trauma. Tech Orthop 2017. [DOI: 10.1097/bto.0000000000000208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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18
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Abstract
Pertrochanteric fractures are one of the most common injuries in the elderly and due to the demographic changes the incidence and importance of this fracture entity will even increase in the future. The dynamic hip screw (DHS) has been used as the gold standard implant in the treatment of pertrochanteric femoral fractures for many years but recent studies have shown that cephalomedullary nails have some advantages. Due to the high incidence, operative treatment of these fractures is part of the standard repertoire of trauma surgeons and this article therefore provides an overview of existing knowledge and new trends in the treatment of pertrochanteric femoral fractures.
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Affiliation(s)
- G H Sandmann
- Klinik und Poliklinik für Unfallchirurgie, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675, München, Deutschland
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19
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Raval P, Ramasamy A, Raza H, Khan K, Awan N. Comparison of Short vs Long Anti-rotation in Treating Trochanteric Fractures. Malays Orthop J 2016; 10:22-28. [PMID: 28435543 PMCID: PMC5333699 DOI: 10.5704/moj.1603.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 03/01/2016] [Indexed: 11/06/2022] Open
Abstract
Introduction: A comparative evaluation of the surgical treatment and outcome of patients with pertrochanteric fractures treated with short versus long proximal femoral nail antirotation. Materials and methods: A retrospective review was conducted of patients with pertrochanteric fractures treated between January 2011 and June 2012. In all 80 patients were enrolled in the study, of which 40 were treated with short PFNA and the remaining with long PFNA. Comparative analyses of demographic data, peri-operative outcome and complications were carried out. Results: There was no significant difference noted in the two groups with regards to Arbeitsgemeinschaft fur Osteosynthesefragen (AO) fracture classification, time from injury to surgery, blood transfusion post surgery and hospital stay. The surgical duration for a short PFNA procedure was significantly less (58 minutes) when compared to that of a long PFNA (87 minutes). Similarly intra-operative blood loss was significantly higher in the long PFNA group as compared to the short PFNA. Conclusions: A relatively quicker surgical time of just under an hour , lesser blood loss and better learning curve with trainee surgeons make short PFNA a better implant choice in the treatment of pertrochanteric fractures.
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Affiliation(s)
- P Raval
- Department of Orthopaedics, Wishaw General Hospital, Scotland, United Kingdom
| | - A Ramasamy
- Department of Orthopaedics, Wishaw General Hospital, Scotland, United Kingdom
| | - H Raza
- Department of Orthopaedics, Wishaw General Hospital, Scotland, United Kingdom
| | - K Khan
- Department of Orthopaedics, Wishaw General Hospital, Scotland, United Kingdom
| | - N Awan
- Department of Orthopaedics, Wishaw General Hospital, Scotland, United Kingdom
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Tosounidis TH, Sheikh H, Stone MH, Giannoudis PV. Pain relief management following proximal femoral fractures: Options, issues and controversies. Injury 2015; 46 Suppl 5:S52-8. [PMID: 26323378 DOI: 10.1016/j.injury.2015.08.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The majority of proximal femoral fractures occur in the elderly population. Safe and adequate pain relief is an integral part of the overall management of hip fractures. Inherent difficulties in the assessment of pain in elderly need to be taken into account and unique considerations should be made regarding the effective analgesia due to different elderly physiology, and their response to trauma and subsequent surgery. The pain management should start as soon as possible and special emphasis should be paid to contemporary methods of regional anaesthesia whilst a multimodal approach should be adopted in the perioperative period. The present review summarises the contemporary treatment options and controversies pertaining to the management of pain in elderly patients with proximal femoral fractures.
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Affiliation(s)
- Theodoros H Tosounidis
- Academic Department of Trauma & Orthopaedic Surgery, University of Leeds, Clarendon Wing, Leeds General Infirmary, Floor A, Great George Street, LS1 3EX Leeds, UK; NIHR Leeds Biomedical Research Unit, Chapel Allerton Hospital, LS7 4SA Leeds, West Yorkshire, UK.
| | - Hassaan Sheikh
- Academic Department of Trauma & Orthopaedic Surgery, University of Leeds, Clarendon Wing, Leeds General Infirmary, Floor A, Great George Street, LS1 3EX Leeds, UK
| | - Martin H Stone
- Hip Reconstruction Unit, Chapel Allerton Hospital, Leeds, West Yorkshire, LS7 4SA, UK; NIHR Leeds Biomedical Research Unit, Chapel Allerton Hospital, LS7 4SA Leeds, West Yorkshire, UK
| | - Peter V Giannoudis
- Academic Department of Trauma & Orthopaedic Surgery, University of Leeds, Clarendon Wing, Leeds General Infirmary, Floor A, Great George Street, LS1 3EX Leeds, UK; NIHR Leeds Biomedical Research Unit, Chapel Allerton Hospital, LS7 4SA Leeds, West Yorkshire, UK
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Abstract
OBJECTIVE To evaluate clinical-functional and radiological results of geriatric patients with unstable intertrochanteric femur fracture treated with intramedullary nail. MATERIALS AND METHODS Thirty-two patients treated with intramedullary nail (DLT trochanteric nail) due to unstable intertrochanteric femur fractures were reviewed retrospectively. Fractures 31-A2 and 31-A3 (AO classification) were evaluated. Operation time, blood loss, and blood transfusion requirements, hospitalization period, time to fracture union were evaluated and perioperative and postoperative complications were recorded. According to the modified Baumgaertner criteria fracture reduction was analyzed radiologically, and nail tip-apex distance was measured. Femoral neck-shaft angle was also evaluated. Harris Hip Score for clinical evaluation and Kyo criteria for walking capacity were used. RESULTS The mean age was 72 years (65-81), mean follow up time was 18.3 months (12-26). Nineteen patients had type 31-A2 and 13 had type 31-A3 fractures. Mean operation time was 36.3min (25-45), blood loss 185.9ml (100-250). Blood transfusion was required in 7 patients. The average hospitalization duration was 6 days (4-14) while the time to surgery from admission was 2.9 days (2-6). Radiologically, in 21 of the cases fracture reduction was well (65.6%), acceptable in 9 (28.1%), and poor in 2 (6.3%). In early postoperative period, the mean collo-diaphyseal angle was 129.1° (120-140°), mean tip-apex distance was 15.5mm (10-27). The mean Harris Hip Score was 63.4 (38-90). Two patients (6.3%) had excellent, 21 patients (65.6%) had good, 7 patients (21.8%) had moderate, and 2 patients (6.3%) had poor results. Walking capacity in the last follow-up in 20 of the cases (62.5%) was pre-fracture level. While complications were observed in seventeen patients (53.1%) (5 superficial wound infections, 5 fractures of the greater trochanter, 3 cases of secondary varus angulation and 4 cases of heterotopic ossification) none of them required additional surgery, no implant failures or cut-outs were observed. CONCLUSION Functional and radiological results are satisfactory in using intramedullary nailing in the treatment of geriatric patients with unstable intertrochanteric fractures. Optimum surgical technique can minimize the risk of implant-related complications.
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Özkayın N, Okçu G, Aktuğlu K. Intertrochanteric femur fractures in the elderly treated with either proximal femur nailing or hemiarthroplasty: A prospective randomised clinical study. Injury 2015; 46 Suppl 2:S3-8. [PMID: 26052057 DOI: 10.1016/j.injury.2015.05.024] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
INTRODUCTION The purpose of this prospective randomised study is to compare in the elderly the functional results of intertrochanteric femur fractures treated either with closed reduction and internal fixation with proximal femoral nailing or cemented hemiarthroplasty. MATERIALS AND METHODS The study included patients above the age of 75 who were diagnosed with intertrochanteric femur fracture and admitted to the Department of Orthopaedics and Traumatology, Ege University Hospital between October 2006 and December 2012. After informed consent was obtained from the patients, they were randomised via sealed opaque envelops into two groups. Patients in Group 1 were internally fixated utilizing proximal femoral nail, whilst the patients in Group 2 were treated with a cemented hemiarthroplasty. Complications were recorded and functional results were evaluated using the Harris Hip score. The mean time of follow up was 31.72 months (min. 18-max. 47, std. dev. ±10.68). RESULTS A total of 54 patients were included in the study. 21 of them (38.9%) received a proximal femoral nail whilst 33 (61.1%) were treated with hemiarthroplasty. Average age of the patients was 82.24 (min. 75-max. 97). Average age in Group 1 was 79.57 (min. 75-max. 91), whilst it was 83.94 in Group 2 (min. 75-max. 97). Harris Hip score analysis revealed that the difference between the patients treated with hemiarthroplasty and proximal femoral nailing was statistically significant in favour of the hemiarthroplasty group within the first 3 months. However, this difference diminished at the 6th month time point, and even reversed as of the 12th month postoperatively. DISCUSSION AND CONCLUSIONS Although cases with hemiarthroplasty achieved a better level of activity in the beginning, cases with proximal femoral nailing reached a comparable level of activity within a short period of time, faster than those treated with hemiarthroplasty, displaying a better level of activity in the end.
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Affiliation(s)
- Nadir Özkayın
- Department of Orthopaedics and Traumatology, University of Ege, Medical School, İzmir, Turkey.
| | - Güvenir Okçu
- Department of Orthopaedics and Traumatology, University of Celal Bayar, Medical School, Manisa, Turkey
| | - Kemal Aktuğlu
- Department of Orthopaedics and Traumatology, University of Ege, Medical School, İzmir, Turkey
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