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Li W, Wang Y, Zhou S, Liu S, Di L, Chen W, Lv H. Development and validation of predictive nomogram for postoperative non-union of closed femoral shaft fracture. Sci Rep 2024; 14:3543. [PMID: 38347044 PMCID: PMC10861573 DOI: 10.1038/s41598-024-53356-x] [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: 06/26/2023] [Accepted: 01/31/2024] [Indexed: 02/15/2024] Open
Abstract
Closed femoral shaft fracture is caused by high-energy injuries, and non-union exists after operation, which can significantly damage patients' body and mind. This study aimed to explore the factors influencing postoperative non-union of closed femoral shaft fractures and establish a predictive nomogram. Patients with closed femoral shaft fractures treated at Hebei Medical University Third Hospital between January 2015 and December 2021 were retrospectively enrolled. A total of 729 patients met the inclusion criteria; of them, those treated in 2015-2019 comprised the training cohort (n = 617), while those treated in 2020-2021 comprised the external validation cohort (n = 112). According to multivariate logistic regression analysis, complex fractures, bone defects, smoking, and postoperative infection were independent risk factors. Based on the factors, a predictive nomogram was constructed and validated. The C-indices in training and external validation cohorts were 0.818 and 0.781, respectively; and the C-index of internal validation via bootstrap resampling was 0.804. The Hosmer-Lemeshow test showed good fit of the nomogram (P > 0.05) consistent with the calibration plot results. The clinical effectiveness was best at a threshold probability of 0.10-0.40 in decision curve analysis. The risk prediction for patients with fractures using this nomogram may aid targeted prevention and rehabilitation programs.
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Affiliation(s)
- Wenjing Li
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
- School of Public Health, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, China
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Yan Wang
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
- School of Public Health, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, China
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Shuai Zhou
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
- School of Public Health, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, China
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Shihang Liu
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
- School of Public Health, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, China
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Luqin Di
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Wei Chen
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China.
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China.
| | - Hongzhi Lv
- Hebei Provincial Key Laboratory of Orthopaedic Biomechanics, Hebei Orthopaedic Research Institute, No. 139 Ziqiang Road, Shijiazhuang, 050051, China.
- School of Public Health, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, China.
- Trauma Emergency Center, Hebei Medical University Third Hospital, No. 139 Ziqiang Road, Shijiazhuang, 050051, China.
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Birlie T, Biresaw B, Yadeta E, Getachew T, Debella A, Eyeberu A. Knee Pain After Retrograde Intramedullary Nailing with Surgical Implant Generation Network of Femur Shaft Fractures at Public Hospitals in Bahir Dar City, Ethiopia: Analysis of 6-Months Follow-Up Results. Orthop Res Rev 2023; 15:59-68. [PMID: 37077943 PMCID: PMC10106822 DOI: 10.2147/orr.s406176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 04/06/2023] [Indexed: 04/21/2023] Open
Abstract
Background The incidence of femur fractures in young and elderly people has increased, particularly in countries with limited resources like Ethiopia. Intra-medullary nailing (IM) has been an effective and cost-effective method of treating long bone shaft fractures, but it can lead to complications such as knee pain. Purpose This study aimed to evaluate knee pain and its associated factors following retrograde intramedullary nailing for femur fractures. Patients and Methods The study followed 110 patients diagnosed with femur fractures and treated with retrograde SIGN Standard Nail or Fin Nail from January 2020 to December 2022 at two hospitals in Ethiopia. The patients were followed up for at least 6 months, and data were collected from medical charts, patient interviews, and phone calls to patients who did not attend the follow-up appointment. Binary logistic regression analysis was used to identify factors associated with knee pain. Results The study showed that 40 patients reported knee pain at 6-months follow-up, making a prevalence of 36.4%. Factors significantly associated with knee pain were a time of injury to nailing (AOR=4.23, 95% CI: 1.28-13.92), use of a screw to the medial cortex (AOR=9.30, 95% CI: 2.90-12.74), and fracture site (AOR= 2.67, 95% CI: 14.01-7.03). Specifically, the longer the time from injury to nailing, the higher the risk of knee pain. The use of a longer screw to the medial cortex and a fracture site were also positively associated with knee pain. Conclusion This study concludes that although retrograde intramedullary nail fixation is an effective method for femur fractures, it often results in knee pain. Approximately 4 of 10 patients suffered from knee pain in this study. Avoiding delayed surgical management and minimizing the use of prominent metalwork may reduce knee pain.
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Affiliation(s)
- Tsegalem Birlie
- School of Medicine, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Biniam Biresaw
- School of Medicine, College of Health and Medical Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Elias Yadeta
- School of Nursing and Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
- Correspondence: Elias Yadeta, School of Nursing and Midwifery, College of Health and Medical Sciences, Haramaya University, P.O. Box: 138, Dire Dawa, Ethiopia, Tel +251924899107, Email
| | - Tamirat Getachew
- School of Nursing and Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Adera Debella
- School of Nursing and Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Addis Eyeberu
- School of Nursing and Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
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Mitchnik IY, Talmy T, Radomislensky I, Chechik Y, Shlaifer A, Almog O, Gendler S. Femur fractures and hemorrhagic shock: Implications for point of injury treatment. Injury 2022; 53:3416-3422. [PMID: 36041921 DOI: 10.1016/j.injury.2022.08.053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/19/2022] [Accepted: 08/21/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Femur shaft fractures (FSF) are perceived as potentially life-threatening injuries due to significant blood loss. However, these injuries are rarely the sole cause of hemorrhagic shock. Clinical practice guidelines for the prehospital management of FSF are inconsistent, especially concerning the use and timing of traction splinting which is postulated to reduce bleeding. We sought to understand the association between FSF and shock, and identify risk factors for shock among casualties with FSF. METHODS This is a retrospective analysis of trauma casualties treated by Israeli Defense Forces (IDF) medical teams between the years 2000-2020 and suffering from isolated FSF. Prehospital data from the IDF-Medical Corps Trauma Registry was merged with hospitalization data from the Israeli National Trauma Registry. Isolated FSF was analyzed by excluding casualties with an Injury Severity Score ≥ 16 and an Abbreviated Injury Scale ≥ 3 in other anatomical regions. Shock was defined as systolic blood pressure ≤ 90 mmHg and/or heart rate ≥ 130 beats per minute. A case series review was performed for casualties in shock with isolated FSF injuries. Multivariable logistic regression was performed to assess for injury characteristics associated with shock. RESULTS During the study period, we identified 213 patients with FSF (4.9%) of which 129 were isolated injuries. Overall, 9.9% and 26.3% of casualties had concurrent thoracic and abdominal injuries, respectively. Most FSF were due to motor vehicle accidents (60.1%) and shock was present in 17.1%. In isolated FSF patients, gunshot and explosive injury mechanisms were prevalent (65.0%) with severe shock being present in 8.5%. Open fractures were present in 72.7% of isolated FSF patients in shock. Open FSF injuries were characterized by prehospital bleeding which was difficult to control. In a multivariable logistic regression model, severe concomitant injuries were associated with increased odds of shock. CONCLUSIONS Shock rarely presents when FSF is the primary injury. Such casualties predominantly suffer from open FSF which may present as difficult to control thigh bleeding. Our findings do not support urgent prehospital leg traction splinting which may result in delayed evacuation to definitive care. Casualties with shock and FSF should be investigated for other sources of bleeding. Leg traction splinting should be reserved for suspected FSF injuries with shock or persistent thigh bleeding.
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Affiliation(s)
- Ilan Y Mitchnik
- Israel Defense Force Medical Corps, Tel Hashomer, Israel; Department of Military Medicine, Hebrew University, Jerusalem, Israel; Department of Orthopedic Surgery, Shamir Medical Center, Zrifin, Israel.
| | - Tomer Talmy
- Israel Defense Force Medical Corps, Tel Hashomer, Israel; Department of Military Medicine, Hebrew University, Jerusalem, Israel; Trauma and Combat Medicine Branch, Israel Defense Force Medical Corps, Tel Hashomer, Israel
| | - Irina Radomislensky
- Trauma and Combat Medicine Branch, Israel Defense Force Medical Corps, Tel Hashomer, Israel; The National Center for Trauma & Emergency Medicine Research, Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel HaShomer, Israel
| | - Yigal Chechik
- Israel Defense Force Medical Corps, Tel Hashomer, Israel; Department of Orthopedic Surgery, Shamir Medical Center, Zrifin, Israel
| | - Amir Shlaifer
- Israel Defense Force Medical Corps, Tel Hashomer, Israel
| | - Ofer Almog
- Israel Defense Force Medical Corps, Tel Hashomer, Israel; Department of Military Medicine, Hebrew University, Jerusalem, Israel; Trauma and Combat Medicine Branch, Israel Defense Force Medical Corps, Tel Hashomer, Israel
| | - Sami Gendler
- Israel Defense Force Medical Corps, Tel Hashomer, Israel; Trauma and Combat Medicine Branch, Israel Defense Force Medical Corps, Tel Hashomer, Israel
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von Kaeppler EP, Kramer EJ, Donnelley CA, Wu HH, Marseille E, Eliezer E, Roberts HJ, Shearer D, Morshed S. The Initial Economic Burden of Femur Fractures on Informal Caregivers in Dar es Salaam, Tanzania. Malawi Med J 2021; 33:135-139. [PMID: 34777709 PMCID: PMC8560354 DOI: 10.4314/mmj.v33i2.9] [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] [Indexed: 11/18/2022] Open
Abstract
Background Femur fracture patients require significant in-hospital care. The burden incurred by caregivers of such patients amplifies the direct costs of these injuries and remains unquantified. Aim Here we aim to establish the in-hospital economic burden faced by informal caregivers of femur fracture patients. Methods 70 unique caregivers for 46 femoral shaft fracture patients were interviewed. Incurred economic burden was determined by the Human Capital Approach, using standardized income data to quantify productivity loss (in $USD). Linear regression assessed the relationship between caregiver burden and patient time-in-hospital. Results The average economic burden incurred was $149, 9% of a caregiver's annual income and positively correlated with patient time in hospital (p<0.01). Conclusion Caregivers of patients treated operatively for femur fractures lost a large portion of their annual income, and this loss increased with patient time in hospital. These indirect costs of femur fracture treatment constitute an important component of the total injury burden.
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Affiliation(s)
- Ericka P von Kaeppler
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco
| | | | - Claire A Donnelley
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco
| | - Hao-Hua Wu
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco
| | - Elliot Marseille
- Global Health Economics Consortium at the University of California San Francisco
| | | | - Heather J Roberts
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco
| | - David Shearer
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco
| | - Saam Morshed
- Institute of Global Orthopaedics and Traumatology at the University of California San Francisco.,Yale University School of Medicine.,Health Strategies International.,Global Health Economics Consortium at the University of California San Francisco.,Muhimbili Orthopaedic Institute
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Assessment of clinical and radiographic outcomes following retrograde versus antegrade nailing of infraisthmic femoral shaft fractures without the use of intraoperative fluoroscopy in Tanzania. OTA Int 2021; 4:e125. [PMID: 34746658 PMCID: PMC8568407 DOI: 10.1097/oi9.0000000000000125] [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: 06/01/2020] [Revised: 11/22/2020] [Accepted: 01/13/2021] [Indexed: 11/25/2022]
Abstract
To compare clinical and radiographic outcomes following antegrade versus retrograde intramedullary nailing of infraisthmic femoral shaft fractures. Design Secondary analysis of prospective cohort study. Setting Tertiary hospital in Tanzania. Participants Adult patients with infraisthmic diaphyseal femur fractures. Intervention Antegrade or retrograde SIGN intramedullary nail. Outcomes Health-related quality of life (HRQOL), radiographic healing, knee range of motion, pain, and alignment (defined as less than or equal to 5 degrees of angular deformity in both coronal and sagittal planes) assessed at 6, 12, 24, and 52 weeks postoperatively. Results Of 160 included patients, 141 (88.1%) had 1-year follow-up and were included in analyses: 42 (29.8%) antegrade, 99 (70.2%) retrograde. Antegrade-nailed patients had more loss of coronal alignment (P = .026), but less knee pain at 6 months (P = .017) and increased knee flexion at 6 weeks (P = .021). There were no significant differences in reoperations, HRQOL, hip pain, knee extension, radiographic healing, or sagittal alignment. Conclusions Antegrade nailing of infraisthmic femur fractures had higher incidence of alignment loss, but no detectable differences in HRQOL, pain, radiographic healing, or reoperation. Retrograde nailing was associated with increased knee pain and decreased knee range of motion at early time points, but this dissipated by 1 year. To our knowledge, this is the first study to prospectively compare outcomes over 1 year in patients treated with antegrade versus retrograde SIGN intramedullary nailing of infraisthmic femur fractures.Level of Evidence: III.
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Schade AT, Mbowuwa F, Chidothi P, MacPherson P, Graham SM, Martin C, Harrison WJ, Chokotho L. Epidemiology of fractures and their treatment in Malawi: Results of a multicentre prospective registry study to guide orthopaedic care planning. PLoS One 2021; 16:e0255052. [PMID: 34347803 PMCID: PMC8336825 DOI: 10.1371/journal.pone.0255052] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 07/08/2021] [Indexed: 11/26/2022] Open
Abstract
IMPORTANCE Injuries cause 30% more deaths than HIV, TB and malaria combined, and a prospective fracture care registry was established to investigate the fracture burden and treatment in Malawi to inform evidence-based improvements. OBJECTIVE To use the analysis of prospectively-collected fracture data to develop evidence-based strategies to improve fracture care in Malawi and other similar settings. DESIGN Multicentre prospective registry study. SETTING Two large referral centres and two district hospitals in Malawi. PARTICIPANTS All patients with a fracture (confirmed by radiographs)-including patients with multiple fractures-were eligible to be included in the registry. EXPOSURE All fractures that presented to two urban central and two rural district hospitals in Malawi over a 3.5-year period (September 2016 to March 2020). MAIN OUTCOME(S) AND MEASURE(S) Demographics, characteristics of injuries, and treatment outcomes were collected on all eligible participants. RESULTS Between September 2016 and March 2020, 23,734 patients were enrolled with a median age of 15 years (interquartile range: 10-35 years); 68.7% were male. The most common injuries were radius/ulna fractures (n = 8,682, 36.8%), tibia/fibula fractures (n = 4,036, 17.0%), humerus fractures (n = 3,527, 14.9%) and femoral fractures (n = 2,355, 9.9%). The majority of fractures (n = 21,729, 91.6%) were treated by orthopaedic clinical officers; 88% (20,885/2,849) of fractures were treated non-operatively, and 62.7% were treated and sent home on the same day. Open fractures (OR:53.19, CI:39.68-72.09), distal femoral fractures (OR:2.59, CI:1.78-3.78), patella (OR:10.31, CI:7.04-15.07), supracondylar humeral fractures (OR:3.10, CI:2.38-4.05), ankle fractures (OR:2.97, CI:2.26-3.92) and tibial plateau fractures (OR:2.08, CI:1.47-2.95) were more likely to be treated operatively compared to distal radius fractures. CONCLUSIONS AND RELEVANCE The current model of fracture care in Malawi is such that trained orthopaedic surgeons manage fractures operatively in urban referral centres whereas orthopaedic clinical officers mainly manage fractures non-operatively in both district and referral centres. We recommend that orthopaedic surgeons should supervise orthopaedic clinical officers to manage non operative injuries in central and district hospitals. There is need for further studies to assess the clinical and patient reported outcomes of these fracture cases, managed both operatively and non-operatively.
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Affiliation(s)
- Alexander Thomas Schade
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | | | | | - Peter MacPherson
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
- London School of Hygiene and Tropical Medicine, Blantyre, United Kingdom
| | - Simon Matthew Graham
- Institute of Population Health Sciences, University of Liverpool, Liverpool, United Kingdom
- Department of Orthopaedic and Trauma Surgery, Liverpool University Teaching Hospital Trust, Liverpool, United Kingdom
| | | | - William James Harrison
- AO-Alliance Foundation, Blantyre, Malawi
- Department of Orthopaedic and Trauma Surgery, Liverpool University Teaching Hospital Trust, Liverpool, United Kingdom
- Countess of Chester NHS Foundation Trust, Blantyre, Malawi
| | - Linda Chokotho
- AO-Alliance Foundation, Blantyre, Malawi
- Department of Surgery, College of Medicine, University of Malawi, Blantyre, Malawi
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von Kaeppler E, Donnelley C, Roberts HJ, O'Hara NN, Won N, Shearer DW, Morshed S. Impact of North American Institutions on Orthopedic Research in Low- and Middle-Income Countries. Orthop Clin North Am 2020; 51:177-188. [PMID: 32138856 DOI: 10.1016/j.ocl.2019.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
There exists an unmet need for locally relevant and sustainable orthopedic research in low- and middle-income countries. Partnerships between high-income countries and low- and middle-income countries can bridge gaps in resources, knowledge, infrastructure, and skill. This article presents a select list of models for high-income countries/low- and middle-income countries research partnerships including academic partnerships, international research consortia, professional society-associated working groups, and nongovernmental organization partnerships. Models that produce research with lasting legacy are those that promote mutually beneficial partnerships over individual gains.
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Affiliation(s)
- Ericka von Kaeppler
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA
| | - Claire Donnelley
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA
| | - Heather J Roberts
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA
| | - Nathan N O'Hara
- Department of Orthopaedics, University of Maryland School of Medicine, Suite 300, 110 South Paca Street, Baltimore, MD 21201, USA
| | - Nae Won
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA
| | - David W Shearer
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA
| | - Saam Morshed
- Department of Orthopaedic Surgery, University of California San Francisco, 2550 23rd Street, Building 9, 2nd Floor, San Francisco, CA 94110, USA.
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