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Li KW, Rong S, Li H. Construction of a Clinical Prediction Model for Complications After Femoral Head Replacement Surgery. J Clin Med Res 2024; 16:554-563. [PMID: 39635335 PMCID: PMC11614405 DOI: 10.14740/jocmr6047] [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: 08/26/2024] [Accepted: 10/30/2024] [Indexed: 12/07/2024] Open
Abstract
Background While femoral head replacement is widely used with remarkable efficacy, the complexity and diversity of postoperative complications pose a serious prognostic challenge. There is an urgent need to develop a clinical prediction model that can integrate multiple factors and accurately predict the risk of postoperative complications to guide clinical practice and optimize patient management strategies. This study is dedicated to constructing a postoperative complication prediction model based on statistics and machine learning techniques, in order to provide patients with a safer and more effective treatment experience. Methods A total of 186 patients who underwent femoral head replacement in the Orthopedic Department of our hospital were collected in this study. Forty-two of the patients had at least one postoperative complication, and 144 had no complications. The preoperative and postoperative data of patients were collected separately and medical history was collected to study the correlation factors affecting the occurrence of postoperative complications in patients and to establish a prediction model. Results Possibly relevant factors were included in a one-way logistic regression, which included the patient's gender, age, body mass index, preoperative diagnosis of the mode of injury, osteoporosis or lack thereof, as well as medical history, surgical-related information, and laboratory indices. After analyzing the results, it was concluded that operation time, alanine transaminase (ALT), aspartate aminotransferase (AST), white blood cell count, serum albumin, and osteoporosis, were the risk factors affecting the development of complications after femoral head replacement in patients (P < 0.2). The data obtained were further included in a multifactorial regression, and the results showed that operation time, AST, white blood cell count, serum albumin, and osteoporosis were independent risk factors for complications after the patients underwent femoral head replacement (P < 0.05). Conclusion Based on the results of this study, five factors, including duration of surgery, AST, white blood cell count, serum albumin, and osteoporosis, were identified as independent risk factors for complications after patients underwent femoral head replacement. In addition, the prediction model developed in this study has a high scientific and clinical application value, providing clinicians and patients with an important tool for assessing the risk of complications after affected femoral head replacement.
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Affiliation(s)
- Ke Wei Li
- Pediatric Orthopedics, The Third Hospital of Shijiazhuang, Shijiazhuang City, Hebei Province, China
| | - Shuai Rong
- Pediatric Orthopedics, The Third Hospital of Shijiazhuang, Shijiazhuang City, Hebei Province, China
| | - Hao Li
- Pediatric Orthopedics, The Third Hospital of Shijiazhuang, Shijiazhuang City, Hebei Province, China
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Taraldsen K, Polhemus A, Engdal M, Jansen CP, Becker C, Brenner N, Blain H, Johnsen LG, Vereijken B. Evaluation of mobility recovery after hip fracture: a scoping review of randomized controlled studies. Osteoporos Int 2024; 35:203-215. [PMID: 37801082 PMCID: PMC10837269 DOI: 10.1007/s00198-023-06922-4] [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: 04/26/2023] [Accepted: 09/11/2023] [Indexed: 10/07/2023]
Abstract
Few older adults regain their pre-fracture mobility after a hip fracture. Intervention studies evaluating effects on gait typically use short clinical tests or in-lab parameters that are often limited to gait speed only. Measurements of mobility in daily life settings exist and should be considered to a greater extent than today. Less than half of hip fracture patients regain their pre-fracture mobility. Mobility recovery is closely linked to health status and quality of life, but there is no comprehensive overview of how gait has been evaluated in intervention studies on hip fracture patients. The purpose was to identify what gait parameters have been used in randomized controlled trials to assess intervention effects on older people's mobility recovery after hip fracture. This scoping review is a secondary paper that identified relevant peer-reviewed and grey literature from 11 databases. After abstract and full-text screening, 24 papers from the original review and 8 from an updated search and manual screening were included. Records were eligible if they included gait parameters in RCTs on hip fracture patients. We included 32 papers from 29 trials (2754 unique participants). Gait parameters were primary endpoint in six studies only. Gait was predominantly evaluated as short walking, with gait speed being most frequently studied. Only five studies reported gait parameters from wearable sensors. Evidence on mobility improvement after interventions in hip fracture patients is largely limited to gait speed as assessed in a controlled setting. The transition from traditional clinical and in-lab to out-of-lab gait assessment is needed to assess effects of interventions on mobility recovery after hip fracture at higher granularity in all aspects of patients' lives, so that optimal care pathways can be defined.
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Affiliation(s)
- K Taraldsen
- Department of Rehabilitation Science and Health Technology, OsloMet, Oslo, Norway.
| | - A Polhemus
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - M Engdal
- Department of Neuromedicine and Movement Science, NTNU, Trondheim, Norway
| | - C-P Jansen
- Department of Clinical Gerontology, Robert Bosch Hospital, Stuttgart, Baden-Württemberg, Germany
| | - C Becker
- Department of Clinical Gerontology, Robert Bosch Hospital, Stuttgart, Baden-Württemberg, Germany
| | - N Brenner
- Department of Clinical Gerontology, Robert Bosch Hospital, Stuttgart, Baden-Württemberg, Germany
| | - H Blain
- Department of Geriatrics, Montpellier University Hospital and Montpellier University MUSE, Montpellier, France
| | - L G Johnsen
- Department of Neuromedicine and Movement Science, NTNU, Trondheim, Norway
- Department of Orthopaedic Surgery, St. Olav's Hospital HF, Trondheim, Norway
| | - B Vereijken
- Department of Neuromedicine and Movement Science, NTNU, Trondheim, Norway
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Zhou J, Fu J, Zhao Q, Lin S, Zhu H. Effect of neutrophil-to-lymphocyte ratio on short-term prognosis of elderly patients with hip fracture. Am J Transl Res 2021; 13:9122-9128. [PMID: 34540026 PMCID: PMC8430054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/24/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To investigate the effect of neutrophil-to-lymphocyte ratio (NLR) on short-term prognosis in elderly patients with hip fracture. METHODS Altogether, 124 elderly patients with hip fractures who underwent surgery in our hospital were retrospectively studied, and they were divided into survival group (n=98) and death group (n=26) according to their 1-year survival. General data of both groups were collected and compared, and indicators with statistical differences in univariate analysis were further examined by logistic regression analysis. Venous blood samples were drawn from all patients 1 day after the surgery to detect and compare NLR, serum procalcitonin (PCT) and C-reactive protein (CRP) levels between both groups. ROC curve was used to analyze the clinical value of NLR in predicting the prognosis of patients. NLR cutoff value obtained by the ROC curve analysis was adopted to divide the patients into high and low ratio groups, and Kaplan-Meier (K-M) curves were used to assess the survival rate of patients in both groups. RESULTS There were significant differences in age, gender, marital status, medical history and American Society of Anesthesiologists (ASA) grades between both groups. Logistic regression analysis showed that advanced age (≥85 years), male gender, and higher ASA grades (III-IV) were risk factors for short-term poor prognosis in elderly patients with hip fracture. Compared with survival group, NLR, PCT and CRP levels were higher in death group. ROC curve showed that the AUC of NLR predicting patients' prognosis was 0.804 at a cutoff value of 6.939%. K-M curves showed that the overall survival was lower in high-ratio group than in low-ratio group. CONCLUSION Advanced age (overall survival was lower in high-ratio group than in low-ratio group), male gender, and higher ASA grades (III-IV) were risk factors for short-term poor prognosis in elderly patients with hip rifracture. NLR has some clinical value in predicting and evaluating the prognosis of patients.
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Affiliation(s)
- Jihui Zhou
- Department of Traumatic Orthopedics, Maoming People’s HospitalMaoming, Guangdong Province, China
| | - Jidong Fu
- Department of Traumatic Surgery, Longnan Hospital of Daqing, The Fifth Hospital Affiliated to Qiqihar Medical UniversityDaqing, Heilongjiang Province, China
| | - Qiang Zhao
- Department of Orthopedics, The Second People’s Hospital of RizhaoRizhao, Shandong Province, China
| | - Shibang Lin
- Department of Traumatic Orthopedics, Maoming People’s HospitalMaoming, Guangdong Province, China
| | - Haiming Zhu
- Department of Traumatic Orthopedics, Maoming People’s HospitalMaoming, Guangdong Province, China
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Umehara T, Kaneguchi A, Watanabe K, Inukai A, Kuwahara D, Kaneyashiki R, Mizuno N, Iwamoto Y, Kito N, Kakehashi M. Association between movement control during one-leg standing and femoral BMD in patients with hip fractures. J Bone Miner Metab 2021; 39:474-483. [PMID: 33389195 DOI: 10.1007/s00774-020-01185-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/17/2020] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Prior studies have focused only on the temporal component of one-leg standing, no reports have examined the relationship between the qualitative components of one-leg standing and femoral BMD. Thus, this study investigated whether quality (i.e., movement control) of one-leg standing also associated femoral BMD. MATERIALS AND METHODS A total of 80 patients with unilateral hip fracture were included in a cross-sectional study. Basic and medical information and physical functions including movement control during one-leg standing were assessed at admission and 2 weeks after surgery, respectively. Hierarchical multiple regression analysis was performed to identify predictors of femoral BMDs on the non-fractured side. Dependent variables included femoral neck and total hip BMDs in models 1 and 2, respectively. RESULTS Hierarchical multiple regression analysis (standardized partial regression coefficients) in model 1 identified age (- 0.18), sex (0.38), body mass index (BMI) (0.41), movement control during one-leg standing on the non-fractured side (0.19), and life-space assessment (0.17) as factors associating femoral neck BMD. Meanwhile, hierarchical multiple regression analysis (standardized partial regression coefficients) in model 2 identified age (- 0.12), sex (0.36), BMI (0.37), and movement control during one-leg standing on the non-fractured side (0.25) as factors associating total hip BMD. The coefficients of determination adjusted for degrees of freedom (R2) were 0.529 and 0.470 for models 1 and 2, respectively. CONCLUSION Our results suggest that improving movement control during one-leg standing may be important for maintaining and improving femoral BMD on the non-fractured side.
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Affiliation(s)
- Takuya Umehara
- Department of Rehabilitation, Faculty of Rehabilitation, Hiroshima International University, Kurose-Gakuendai 555-36, Higashi-Hiroshima, Hiroshima, Japan.
- Department of Rehabilitation, Saiseikai Kure Hospital, Sanjo 2-1-13, Kure, Hiroshima, 737-0821, Japan.
| | - Akinori Kaneguchi
- Department of Rehabilitation, Faculty of Rehabilitation, Hiroshima International University, Kurose-Gakuendai 555-36, Higashi-Hiroshima, Hiroshima, Japan
| | - Keita Watanabe
- Department of Rehabilitation, Kure Kyosai Hospital, Nishichuo 2-3-28, Kure, Hiroshima, Japan
| | - Ayaka Inukai
- Department of Rehabilitation, Saiseikai Kure Hospital, Sanjo 2-1-13, Kure, Hiroshima, 737-0821, Japan
| | - Daisuke Kuwahara
- Department of Rehabilitation, Saiseikai Kure Hospital, Sanjo 2-1-13, Kure, Hiroshima, 737-0821, Japan
| | - Ryo Kaneyashiki
- Department of Rehabilitation, Saiseikai Kure Hospital, Sanjo 2-1-13, Kure, Hiroshima, 737-0821, Japan
| | - Naoyuki Mizuno
- Department of Orthopedics, Saiseikai Kure Hospital, Sanjo 2-1-13, Kure, Hiroshima, Japan
| | - Yoshitaka Iwamoto
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Kasumi 1-2-3, Hiroshima Minami-ku, Hiroshima, Japan
| | - Nobuhiro Kito
- Department of Rehabilitation, Faculty of Rehabilitation, Hiroshima International University, Kurose-Gakuendai 555-36, Higashi-Hiroshima, Hiroshima, Japan
| | - Masayuki Kakehashi
- Department of Health Informatics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Kasumi 1-2-3, Hiroshima Minami-ku, Hiroshima, Japan
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Surgical Selection of Unstable Intertrochanteric Fractures: PFNA Combined with or without Cerclage Cable. BIOMED RESEARCH INTERNATIONAL 2021; 2021:8875370. [PMID: 33628823 PMCID: PMC7884117 DOI: 10.1155/2021/8875370] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 01/18/2021] [Accepted: 02/01/2021] [Indexed: 11/18/2022]
Abstract
Due to the instability of unstable intertrochanteric fractures, the selection of a suitable internal fixation has always been a challenge for orthopedic surgeons. This study is aimed at comparing the clinical efficacy of PFNA combined with cerclage cable and without cerclage cable and finally recommend a stable internal fixation method to provide the basis for clinical therapy. From January 2014 to January 2018, we retrospectively analyzed all cases of unstable intertrochanteric fractures who received treatment in the Orthopedics Department of our hospital and finally screened 120 cases, 51 of whom were treated with cerclage cable, 69 without cerclage cable. The follow-up period was one year. HHS, BI, and RUSH scores were given within the specified time. We divided the patients into the PFNA+cable (PFNA combined with cerclage cable) group and the PFNA group. The time of fracture healing and weight-bearing in the PFNA+cable group was shorter than that in the PFNA group. With regard to HHS, BI, and RUSH, the PFNA+cable group was higher than the PFNA group at 1 month, 3 months, 6 months, and 12 months after operation. For HHS rating, the PFNA+cable group has a higher excellent rate than the PFNA group, which was 96.1% and 84.1%, respectively. All the results mentioned above were statistically significant. Compared with the group without cerclage cable, the application of cerclage cable can reduce the incidence of complications. From the comparison between the two groups, it can be seen that the surgical method of PFNA combined with cerclage cable can not only help to improve the stability of fracture reduction, shorten the time of fracture healing and postoperative weight-bearing, and significantly improve patients' self-care ability but also reduce the incidence of postoperative complications. Therefore, we think PFNA combined with cerclage cable is a good choice.
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