1.Early warning model of postoperative infection of internal fixation device in maxillofacial fracture based on the synthetic minority over-sampling technique algorithm.
Jinfeng JIANG ; Haiyan WANG ; Yanfeng SHI ; Ke XU
West China Journal of Stomatology 2025;43(6):837-844
OBJECTIVES:
This study investigates independent risk factors for postoperative internal fixation device infection in patients with maxillofacial fractures and proposes an early warning model based on the synthetic minority over-sampling technique (SMOTE) algorithm.
METHODS:
A total of 1 104 patients who underwent surgical treatment for maxillofacial fractures at Oral and Maxillofacial Surgery Department, Affiliated Hospital of Nantong University from January 2021 to December 2024 were retrospectively analyzed. The patients were divided into two groups based on the presence of postoperative internal fixation device infection: the infection group (27 cases) and non-infection group (1 077 cases). Clinical data from both groups were collected and subjected to statistical analysis. Univariate and binary Logistic regression analysis were used to identify risk factors for postoperative internal fixation device infection in maxillofacial fractures. Subsequently, a Logistic regression model was established, and the dataset was improved based on the SMOTE algorithm to construct an early warning model with the improved dataset. The prediction performance of the models was compared and validated.
RESULTS:
Among the 1 104 patients who underwent surgical treatment for maxillofacial fractures, 27 cases of postoperative internal fixation device infections were identified, corresponding to an infection rate of 2.45% (27/1 104). Age, diabetes history, fracture severity, and oral hygiene status were all identified as risk factors for postoperative internal fixation device infections in maxillofacial fractures (all P<0.05). The prediction model based on the original data (P1). The prediction model based on the SMOTE algorithm (P2). Receiver operating characteristic (ROC) curve analysis shows that the area under curve (AUC) for the P2 model was 0.882, the P1 model was 0.861, indicating the superior predictive performance of the P2 model. The DeLong test results show that the difference in AUC between the two models was statistically significant (P<0.05).
CONCLUSIONS
Age, diabetes history, postoperative fracture severity, and oral hygiene status are all risk factors for infections associated with internal fixation devices after maxillofacial fracture surgery. The proposed early warning model demonstrated good predictive performance. Medical professionals can utilize this model to effectively intervene and anticipate infections related to internal fixation devices after maxillofacial fracture surgery.
Humans
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Algorithms
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Retrospective Studies
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Male
;
Female
;
Fracture Fixation, Internal/instrumentation*
;
Risk Factors
;
Middle Aged
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Adult
;
Logistic Models
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Surgical Wound Infection/epidemiology*
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Aged
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Internal Fixators/adverse effects*
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Maxillofacial Injuries/surgery*
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Adolescent
2.Clinical efficacy and safety of limited internal fixation combined with external fixation for Pilon fracture: A systematic review and meta-analysis.
Shao-Bo ZHANG ; Yi-Bao ZHANG ; Sheng-Hong WANG ; Hua ZHANG ; Peng LIU ; Wei ZHANG ; Jing-Lin MA ; Jing WANG
Chinese Journal of Traumatology 2017;20(2):94-98
PURPOSETo compare the clinical efficacy and complications of limited internal fixation combined with external fixation (LIFEF) and open reduction and internal fixation (ORIF) in the treatment of Pilon fracture.
METHODSWe searched databases including Pubmed, Embase, Web of science, Cochrane Library and China Biology Medicine disc for the studies comparing clinical efficacy and complications of LIFEF and ORIF in the treatment of Pilon fracture. The clinical efficacy was evaluated by the rate of nonunion, malunion/delayed union and the excellent/good rate assessed by Mazur ankle score. The complications including infections and arthritis symptoms after surgery were also investigated.
RESULTSNine trials including 498 pilon fractures of 494 patients were identified. The meta-analysis found no significant differences in nonunion rate (RR = 1.60, 95% CI: 0.66 to 3.86, p = 0.30), and the excellent/good rate (RR = 0.95, 95% CI: 0.86 to 1.04, p = 0.28) between LIFEF group and ORIF group. For assessment of infections, there were significant differences in the rate of deep infection (RR = 2.18, 95% CI: 1.34 to 3.55, p = 0.002), and the rate of arthritis (RR = 1.26, 95% CI: 1.03 to 1.53, p = 0.02) between LIFEF group and ORIF group.
CONCLUSIONLIFEF has similar effect as ORIF in the treatment of pilon fractures, however, LIFEF group has significantly higher risk of complications than ORIF group does. So LIFEF is not recommended in the treatment of pilon fracture.
Combined Modality Therapy ; External Fixators ; Fracture Fixation, Internal ; adverse effects ; methods ; Humans ; Tibial Fractures ; surgery
3.External fixation versus open reduction and internal fixation for tibial pilon fractures: A meta-analysis based on observational studies.
Chinese Journal of Traumatology 2016;19(5):278-282
PURPOSETibial pilon fractures remain challenging for an orthopaedic surgeon to repair. External fixation (ExFix) and open reduction and internal fixation (ORIF) are two widely used methods for repairing tibial pilon fractures. However, conclusions of comparative studies regarding which method is superior are controversial. Our aim is to compare ORIF and ExFix and clarify which method is better in terms of reduction and union results and major complications.
METHODSA computerized research of MEDLINE, EMBASE, Springer, and Cochrane Library (before December 2014) for studies of any design comparing ORIF and ExFix was conducted. Weighted mean difference (WMD), risk ratio (RR) and corresponding 95% confidence intervals (CI) were used for esti- mating the effects of the two methods. Statistical analyses were done using Review Manager Version 5.2.
RESULTSTen cohort studies and one randomized clinical trial were included in our ultimate analysis. And the analysis found no significant difference between the two methods in deep infection (p = 0.13), reduction (p = 0.11), clinical evaluation (p = 0.82), post-traumatic arthrosis (p = 0.87), and union time (p = 0.35). Besides, ExFix group was found to have a higher rate of superficial infection (p =0.001), malunion (p = 0.01) and nonunion (p = 0.02), but have a lower risk of unplanned hardware removal (p = 0.0002).
CONCLUSIONSWe suggest that ORIF has a relatively lower incidence rate of superficial infection, malunion and nonunion, but a higher rate of unplanned hardware removal. No difference was found in deep infection, reduction, clinical evaluation, post-traumatic arthrosis and union time.
External Fixators ; adverse effects ; Fracture Fixation, Internal ; adverse effects ; methods ; Humans ; Tibial Fractures ; surgery
4.Accuracy and complications of posterior C2 screw fixation using intraoperative three-dimensional fluoroscopy-based navigation.
Xiaohui TAO ; Wei TIAN ; Bo LIU ; Qin LI ; Guilin ZHANG
Chinese Medical Journal 2014;127(14):2654-2658
BACKGROUNDThe peculiar and highly variable C2 anatomy can make screw fixation more challenging and prone to potential vertebral artery or neurologic injury. Conventional C-arm fluoroscopy has several drawbacks. The aim of this research was to evaluate the accuracy of posterior C2 screw fixation using intraoperative three-dimensional fluoroscopy-based navigation (ITFN) and assess the perioperative complication rate related to screw placement.
METHODSA retrospective review identified patients who underwent operative management with C2 instruments using ITFN at our hospital between January 2006 and December 2012. Clinical data were obtained from medical records and final screw positions were graded according to a modified classification of Gertzbein and Robbins. Grade A and B screws were considered well positioned.
RESULTSThe study included 99 patients (53 males and 46 females) who underwent posterior C2 screw fixation using ITFN. The mean Japan Orthopedic Association score improved from (6.7 ± 1.9) points before surgery to (12.5 ± 2.7) points at 6-month follow-up (z = +8.628, P < 0.01). The mean visual analogue scale improved from (4.1 ± 1.2) points before surgery to (0.7 ± 0.9) points at 6-month follow-up, with an improvement of 83.7% (z = 8.638, P < 0.01). Of the 196 screws analyzed using computed tomography and chart review, 126 transarticular, 64 pedicle, and 6 pars screws were placed with 82.5% (104/126), 89.1% (57/64), and 100% (6/6) accuracy (grade A), respectively; 98.5% (193/196) of screws were grade A or B (grade C, 1.5% (3/196)), and no neurologic injuries occurred. In normal C2 cases, 93 transarticulars and 47 pedicles were placed with high accuracy rates of 90.3% (84/93) and 93.6% (44/47) (grade A), respectively. However, in cases with C2 deformity, 33 transarticular, 17 pedicle, and 6 pars screws were placed with only 60.6% (20/33), 76.5% (13/17), and 100% (6/6) accuracy (grade A), respectively.
CONCLUSIONITFN is a safe, accurate, and effective tool for posterior C2 fixation.
Adolescent ; Adult ; Aged ; Bone Screws ; adverse effects ; Female ; Fluoroscopy ; Humans ; Internal Fixators ; adverse effects ; Male ; Middle Aged ; Retrospective Studies ; Young Adult
5.Advances on internal fixation treatment for femoral neck fracture in elderly patients.
China Journal of Orthopaedics and Traumatology 2014;27(8):706-708
Compared with hip replacement, internal fixation in the treatment of the elderly femoral neck fracture, especially the application of cannulated screws, is minimally invasive, easy to operate and economical. In recent years, it becomes the research focus in the field of orthopedic clinical research. However, configuration of cannulated screws is still controversial. Most clinicians believe that three cannulated screws being placed in parallel in an inverted triangle configuration is better than that in a triangular configuration in biomechanics and clinical effect. Nonparallel strong oblique nailing technique allows the screws to share more weight to reduce postoperative complications, so that it is more suitable for elderly patients with osteoporosis. However, the related complications of internal fixation such as nonunion, femoral neck shortening and other problems are still the focus of domestic and foreign scholars. Issues about how to control the indication of internal fixation surgery, understand related factors of the complications, and prevent complications are required to be further explored.
Aged
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Bone Nails
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Femoral Neck Fractures
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surgery
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Fracture Fixation, Internal
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adverse effects
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methods
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Humans
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Internal Fixators
6.Retrospective study of complication of interspinous implants for degenerative lumbar disease.
Hao-lin SUN ; Chun-de LI ; Xian-yi LIU ; Xiao-dong YI ; Jing-rong LIN ; Hong LIU ; Hai-lin LU ; Hong LI ; Zheng-rong YU
Chinese Journal of Surgery 2013;51(1):35-39
OBJECTIVETo summarize and analyze the complications of interspinous implants for degenerative lumbar disease.
METHODSFrom September 2007 to September 2011, 177 cases with degenerative lumbar diseases were treated with interspinous implants. There were 99 male patients and 78 female patients, the average age was 44.5 years (26 - 71 years). According to the application interspinous dynamic stabilization system type were divided into the Wallis group (136 cases) and Coflex group (41 cases). The clinical results were assessed by visual analog scale (VAS) of pain on lumbar and lower limbers, lumbar Japanese Orthopedic Association (JOA) score and Prolo functional score. The radiological results including segmental lodosis and segement movement degree were assessed by lumbar X ray and dynamic X ray. Summarize and analyze the complications both during operation and post operation. Quantitative datas were compared by paried-samples t test and complication rate was compared by χ(2) test.
RESULTSThere were 168 cases had completed follow-up and the average time was 34.7 months (3 - 50 months). In the final follow-up, lumbar pain VAS, lower limber pain VAS, lumbar JOA score and Prolo functional score were better than pre-operation (t = 10.7, 7.9, 13.4 and 8.8, P < 0.01). Segment lodosis angles was 14° ± 4° which was less than pre-operation 19° ± 4° (t = 9.4, P < 0.01).Segment movement degree was larger in Coflex group (12.6° ± 3.1°) than in Wallis group (9.7° ± 2.7°) (t = 8.6, P < 0.05). Complication rate was 10.7% (18/168), which of Wallis group was 6.2% (8/130) and Coflex group was 26.3% (10/38) (χ(2) = 12.5, P < 0.01). In Wallis group, there were 3 cases with dura tear and cerebrospinal fluid leakage, 1 case with nerve root injury and foot drop, 2 cases with spacer breakage when implantation and change the implants and 2 cases with recurrence of lumbar disc herniation. In Coflex group, there was 1 case with dura tear and cerebrospinal fluid leakage, 2 cases with mild displacement post operation, 1 case with debridement for aseptic wound exudates, 1 case with implant removal for breakage 1 week post operation, 4 cases with recurrence of lumbar disc herniation and 1 case with lumbar disc herniation 6 months post operation of lumbar stenosis.
CONCLUSIONSThe application of interspinous implants for degenerative lumbar diseases is effective and relative safe, but would suffer from the risk of complications.
Adult ; Aged ; Female ; Humans ; Internal Fixators ; adverse effects ; Intervertebral Disc Degeneration ; surgery ; Lumbar Vertebrae ; surgery ; Male ; Middle Aged ; Postoperative Complications ; epidemiology ; Prostheses and Implants ; adverse effects ; Retrospective Studies ; Spinal Fusion ; Spinal Stenosis ; surgery
7.Device implanted complications of Coflex interspinous dynamic stabilization.
Lei ZANG ; Yong HAI ; Qing-jun SU ; Shi-bao LU ; Cen-shan ZHANG ; Jin-cai YANG ; Li GUAN ; Nan KANG ; Xiang-long MENG ; Tie LIU ; Peng DU
Chinese Journal of Surgery 2012;50(9):782-787
OBJECTIVETo investigate device implanted complications and corresponding therapeutic strategies of Coflex interspinous dynamic stabilization system for lumbar spine intraoperatively and postoperatively.
METHODSFrom September 2008 to August 2010, 133 cases of degenerative disease of lumbar spine including 62 males and 71 females, ranging from 35 to 81 years of age (mean 60.8 years), underwent or planed to be underwent decompression with Coflex interspinous dynamic stabilization system were reviewed retrospectively, and 13 cases including 6 males and 7 females, ranging from 41 to 71 years of age (mean 58.6 years), occurred device implanted complications. The Coflex implanted complications were analyzed, and therapeutic strategies according to different character were carried out, scores of visual analogue scale (VAS), Oswestry disability index(ODI) and effect-related data preoperatively, postoperatively, after conservative treatment and in final follow-up were evaluated with paired-samples t test.
RESULTSThirteen cases of Coflex implanted complications and treatment applied included: 3 cases occurred fracture of spinous processes intraoperatively were treated by pedicle screws instead; 2 cases occurred fracture of spinous processes postoperatively or during follow-up, including 1 case underwent revision with pedicle screws, another 1 case treated with conservative treatment; 4 cases with degenerative coronal spondylolysis in surgical segments, 1 case with sagittal instability preoperatively, and 1 case with device dislodgment in follow-up all suffered aggravated pain and received conservative treatment; 1 case suffered implanted malposition intraoperatively was underwent internal fixation with pedicle screws instead; at length, 1 case with aggravated pain postoperatively and without definite reason received revision with internal fixation of pedicle screws demolishing the Coflex. The follow-up time of 13 cases ranged from 20 to 38 months (mean 27.6 months); and 7 cases implanted Coflex with aggravated pain of lumbar and lower limb, but the position of device can still maintained, were received conservative treatment, and whose score of VAS and ODI in the final follow-up were 1.9 ± 0.7 and 23.2 ± 3.4, and comparing to 6.1 ± 1.1 and 58.1 ± 3.0 preoperatively, evident improvement was got finally (t = 8.2 and 18.2, P < 0.01). Scores of VAS and ODI of 2 cases with Coflex implanted complications underwent revision with pedicle screws were also improved correspondingly.
CONCLUSIONSCoflex interspinous dynamic stabilization system implanted should be avoided to cases who suffered with osteoporosis, too narrow interspinous space and intervertebral coronal spondylolysis or sagittal instability; and choice of device, depth of implantation and intensity of clumping should be appropriate. For patients with symptom but device still in right position, conservative treatment can be carried out; but for patients subjected to malposition of device, failure of implantation intraoperatively or intolerance to device, revisions and salvages should be underwent with internal fixation of pedicle screws.
Adult ; Aged ; Aged, 80 and over ; Female ; Follow-Up Studies ; Humans ; Internal Fixators ; adverse effects ; Intervertebral Disc Degeneration ; surgery ; Lumbar Vertebrae ; surgery ; Male ; Middle Aged ; Postoperative Complications ; Retrospective Studies ; Spinal Fusion ; adverse effects ; instrumentation ; methods ; Treatment Outcome
8.Clinical evaluation of interspinous process device Coflex for degenerative disk diseases.
Wen-fei NI ; Hua-zi XU ; Yang ZHOU ; Yong-long CHI ; Qi-shan HUANG ; Xiang-yang WANG ; Yan LIN ; Fang-min MAO ; Li-jun WU
Chinese Journal of Surgery 2012;50(9):776-781
OBJECTIVETo study indications and complications of interspinous process device Coflex for degenerative disk diseases.
METHODSOne hundred and eight patients with degenerative lumbar disc diseases were underwent procedures of surgical decompression and additional fixation of Coflex between November 2007 and October 2010. Sixty-eight patients were male and the other fourty were female, and their average age was 53.5 years (range from 37 to 75 years). Fifty-nine patients were underwent surgery of excision of nucleus pulposus and Coflex fixation, 41 patients were underwent surgery of decompression by fenestration and Coflex fixation, 6 patients were underwent surgery of topping-off, and 2 patients were underwent surgery of Coflex fixation for two level. Preoperative and postoperative visual analogue scales (VAS) and Oswestry disability index (ODI) were recorded, as well as height of ventral intervertebral space (HV), height of dorsal intervertebral space (HD), height of intervertebral foramen (HIF) and segmental range of motion (ROM). One-way ANOVA was used for statistical analysis. Surgical complications were also recorded.
RESULTSThe average follow-up time was 28.8 months. All groups had apparent improvement of VAS and ODI, and maintained well to last follow-up (F = 6.16-25.92, P = 0.00). Statistical analysis showed that HD and HIF increased significantly in group with excision of nucleus pulposus and Coflex fixation and group with decompression by fenestration and Coflex fixation (F = 7.37 - 11.68, P < 0.05). Although both HD and HIF decreased one-year after surgery, they were still higher than those preoperatively (F = 6.31 and 7.05, P = 0.00). Preoperative segmental ROM was respectively 6.3° ± 1.8° and 6.2° ± 1.7° in group with excision of nucleus pulposus and Coflex fixation and group with decompression by fenestration and Coflex fixation, and 3.1° ± 0.6° and 3.0° ± 0.8° at last follow-up. Three cases were found with device-related complications and five with non-device-related complications, and all five cased were cured after appropriate treatment.
CONCLUSIONSSurgical method assisted with Coflex has significant clinical efficacy for degenerative disc disease, it can maintain segmental stability, simultaneously, partly reserve movement. It's key to strictly master indications and precisely choose patients.
Adult ; Aged ; Female ; Follow-Up Studies ; Humans ; Internal Fixators ; adverse effects ; Intervertebral Disc Degeneration ; surgery ; Lumbar Vertebrae ; surgery ; Male ; Middle Aged ; Retrospective Studies ; Spinal Fusion ; instrumentation ; methods ; Treatment Outcome
9.Short-term clinical results of interspinous dynamic fixation of Coflex for the prevention of adjacent segment degeneration after lumbar fusion.
Sheng-yuan ZHOU ; Xiong-sheng CHEN ; Lian-shun JIA ; Wei ZHU ; Lei FANG ; Tao-yi CAI
Chinese Journal of Surgery 2012;50(9):772-775
OBJECTIVETo observe the short-term clinical results of the adjacent segment degeneration after the implantation of Coflex system at the interspinous space of adjacent segment to lumbar fusion.
METHODSFifty patients with grade III disc (Thompson MRI classification) of adjacent segment to lumbar fusion were included and divided alternately into two groups according to the order of hospitalization from January to November 2009. Coflex system was implanted at the interspinous space of adjacent segment to lumbar fusion in 25 patients as Coflex group, the other 25 patients did not have any surgical treatment were as control group. The followed up time was 2 years. Visual analogue scale (VAS) score of low back pain, changes of disc height and motion range of adjacent segment to lumbar fusion on X-ray imaging were evaluated by independent sample t-test or paired samples t-test.
RESULTSThere were 22 patients in Coflex group and 21 patients in control group were followed up 2 years post-operation. The difference of VAS score between two groups was no significance (P > 0.05). In Coflex group, the change of postoperative disc height was no significance (P > 0.05), but the motion range was significantly reduced to 47% of the preoperative value (t = 7.99, P < 0.05). In control group, the postoperative disc height decreased slightly, without significant difference to the preoperative value (P > 0.05). Between the two groups, no differences of the disc height and motion range were found before operation, but the differences of the disc height changes (t = 6.7, P < 0.05) and motion rang (t = -14.5, P < 0.05) were significant in 2 years post-operation. No complications such as Coflex system loosen, immigration and spinal process fracture were occurred.
CONCLUSIONSCoflex system can obviously limit the motion range and maintain the disc space height of adjacent segment to lumbar fusion, and prevent its degeneration in some degree.
Adult ; Female ; Follow-Up Studies ; Humans ; Internal Fixators ; Lumbar Vertebrae ; surgery ; Male ; Middle Aged ; Postoperative Complications ; prevention & control ; Prospective Studies ; Spinal Fusion ; adverse effects ; instrumentation ; methods ; Treatment Outcome
10.Feasibility and clinical application of design about the hollowed titanium stick supporting the femoral head and preventing it from collapsing.
Xin-ming YANG ; Wei SHI ; Ya-kun DU ; Lei ZHANG ; Xian-yong MENG ; Yao-yi WANG ; Wei-Dong ; Zhen-shun HU
China Journal of Orthopaedics and Traumatology 2011;24(7):564-569
OBJECTIVETo evaluate the feasibility and the clinical practicality of the design about the hollowed titanium stick supporting the femoral head and preventing it from collapsing.
METHODSFrom Jan.2003 to Jun.2007, 36 patients (46 hips) diagnosed as cystis degeneration of the femoral head were treated by surgical operation, including 20 males and 16 females with an average age of 40 years ranging from 18 to 56 years old, and the course of the disease was from 10 to 24 months (16 months on average). According to ARCO staging,there were 24 patients (34 hips) in NFH II, of which 11 hips were II a stage, 13 hips were II b stage and 10 hips were II c stage; there were 6 patients diagnosed as osteofibrous,4 patients as simple bone cyst and 2 patients as chondromyxoid fibroma. Under X-ray the percutaneous narrow core decompression and focus infection elimination were performed and supported the sclerotin under the cartilage with titanium stick. The patients were followed-up at the first, third, sixth, twelfth, twenty-fourth and thirty-sixth month after the operation. The clinical evaluation was done by X-ray and the indexes included stable, unstable and abortive. The data was analyzed by Fisher exact probility and the suviaval rate was analyzed by Kaplan-Meier suviaval curve using statistical soft ware SPSS13.5.
RESULTSThere were no unstable or failure cases on each period from the 1st month to the 12th month after the operation, indicating that the supporting effect of the titanium stick was exact during 12 months after the operation. There were unstable and failure cases from the 12th month to the 24th month after the operation, which were mainly in stage NFH II c but the comparision of the stable rate in this period and 12 months after the operation had no obvious statistical differences (P>0.05) indicating that the supporting effect of the titanium stick was feasible during the stage. One of the unstable cases deteriorated and failed but there were no new unstable cases, both the stable rate and the unstable rate had no change and the failure rate rose on the 36th month after the operation. The compar- ision of the stable rate on each period after the operation had no obvious difference (P=0.197>0.05), which indicated that the supporting effect of the titanium stick was persistent. By the difference of the etiology the three-year survival rate of the relevant NFH II c pathological changes was the lowest-70% and the survival rate of the pathological changes induced by other etiological factors was 90.2%.
CONCLUSIONThe design about the hollowed titanium stick supporting the collapsed femoral head is feasible. Using the hollowed titanium stick to support the femoral head and prevent it from collapsing is pragmatic in the clinical and the effect is positive, however, when it comes to the NFH II c pathological changes, the choice should be made discreetly.
Adolescent ; Adult ; Feasibility Studies ; Female ; Femur Head ; diagnostic imaging ; surgery ; Follow-Up Studies ; Humans ; Internal Fixators ; adverse effects ; Male ; Middle Aged ; Prosthesis Design ; methods ; Titanium ; Tomography, X-Ray Computed ; Young Adult

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