Surgical Site Infection

手术部位感染
  • 文章类型: Journal Article
    背景:本研究的目的是研究接受根治性切除术的肝门部胆管癌(pCCA)患者术前体重指数(BMI)与手术感染之间的关系。方法:2008年至2022年连续纳入四家三级医院的pCCA患者。根据术前BMI,患者分为三组:低BMI(≤18.4kg/m2),正常BMI(18.5-24.9kg/m2),BMI高(≥25.0kg/m2)。比较3组患者手术感染的发生率。采用多因素logistic回归模型确定与手术感染相关的独立危险因素。结果:共纳入371例患者,其中BMI正常组283例(76.3%),低BMI组30例(8.1%),高BMI组58例(15.6%)。低BMI和高BMI组的患者手术感染发生率明显高于正常BMI组。多因素logistic回归模型显示,低BMI和高BMI与手术感染的发生具有独立的相关性。结论:与BMI异常的pCCA患者相比,接受根治性切除治疗的BMI正常的pCCA患者可能具有更低的手术感染风险。
    Background: The objective of this study was to investigate the association between pre-operative body mass index (BMI) and surgical infection in perihilar cholangiocarcinoma (pCCA) patients treated with curative resection. Methods: Consecutive pCCA patients were enrolled from four tertiary hospitals between 2008 and 2022. According to pre-operative BMI, the patients were divided into three groups: low BMI (≤18.4 kg/m2), normal BMI (18.5-24.9 kg/m2), and high BMI (≥25.0 kg/m2). The incidence of surgical infection among the three groups was compared. Multivariable logistic regression models were used to determine the independent risk factors associated with surgical infection. Results: A total of 371 patients were enrolled, including 283 patients (76.3%) in the normal BMI group, 30 patients (8.1%) in the low BMI group, and 58 patients (15.6%) in the high BMI group. The incidence of surgical infection was significantly higher in the patients in the low BMI and high BMI groups than in the normal BMI group. The multivariable logistic regression model showed that low BMI and high BMI were independently associated with the occurrence of surgical infection. Conclusions: The pCCA patients with a normal BMI treated with curative resection could have a lower risk of surgical infection than pCCA patients with an abnormal BMI.
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  • 文章类型: Journal Article
    背景:在腮腺区域手术中预防性使用抗生素仍然是争论的话题。这项研究的目的是阐明抗生素预防对腮腺区域手术中手术部位感染(SSIs)的影响。患者和方法:围手术期接受抗生素预防的患者被指定为第1组,而未接受抗生素预防的患者被分为第2组。根据不同的抗生素使用模式,将第1组病例进一步细分为三个亚组。收集患者的个人信息。临床数据,如手术时间,术后住院时间,切口感染状态,并记录抗生素使用情况。对所有数据进行组间比较和分析。结果:共纳入357例患者,基线特征无统计学差异。术前美国麻醉医师协会评分在组间没有显著差异(p=0.151),但是在国家医院感染监测(NNIS)指数值中存在显着差异(p=0.044)。此外,手术时间(p=0.001)和病理类型(p=0.016)有显著差异。1组术后住院时间长于2组(p<0.01)。1组术后SSI发生率低于2组,差异无统计学意义(2.55%vs.5.59%,p=0.141)。Logistic回归分析显示,恶性肿瘤,手术持续时间较长,较高的NNIS指数评分与术后SSI率呈正相关。同时,与不使用相比,三种不同的抗生素使用模式均与SSI发生呈负相关.结论:在腮腺手术中预防抗生素并没有显着降低SSI的发生率。如果有令人信服的理由使用预防性抗生素,术前单剂量可能是预防SSIs的相对可行的措施。
    Background: The prophylactic use of antibiotics in parotid region surgery continues to be a subject of debate. The aim of this study is to elucidate the impact of antibiotic prophylaxis on surgical site infections (SSIs) in parotid region surgery. Patients and Methods: Patients who received antibiotic prophylaxis during the peri-operative period were designated as group 1, whereas those who did not were categorized into group 2. Group 1 cases were further subdivided into three subgroups based on different antibiotic usage patterns. Patient individual information was collected. Clinical data such as surgical duration, post-operative hospital stay, incision infection status, and antibiotic usage were recorded. All data were compared and analyzed among different groups. Results: A total of 357 patients were included in the study, with no statistically significant differences in baseline characteristics. Pre-operative American Society of Anesthesiologists scores did not significantly differ between groups (p = 0.151), but there was a significant distinction in National Nosocomial Infection Surveillance (NNIS) index values (p = 0.044). Furthermore, surgical duration (p = 0.001) and pathology types (p = 0.016) differed significantly. The post-operative hospital stay in group 1 was longer than that in group 2 (p < 0.01). The post-operative SSI rate in group 1 was lower than that in group 2 without statistical significance (2.55% vs. 5.59%, p = 0.141). The logistic regression analysis showed that malignant tumors, longer surgical durations, and higher NNIS index scores correlated positively with post-operative SSI rates. Meanwhile, compared with non-use, all three different antibiotic use modes correlated negatively with SSI occurrence. Conclusions: Antibiotic prophylaxis in parotid gland surgery shows no significant reduction in SSI occurrence. If there is a compelling reason to administer prophylactic antibiotics, pre-operative single dose may be a relatively feasible measure for preventing SSIs.
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  • 文章类型: Journal Article
    准确识别骨科感染的病因对于正确及时的临床管理非常重要,但是研究很少。在当前的研究中,我们探索了多种细菌病原体与骨科感染的关联。
    住院的骨科患者在青岛的一家乡村医院登记,中国。收集伤口或渗出物拭子样品,并通过培养和多重实时PCR测试十二种细菌病原体。
    共纳入349例骨科住院患者,其中193例入院时出现感染表现,156例无感染迹象。骨科感染患者主要为男性(72.5%),住院时间较长(中位数为15天)。在42.5%(82/193)的感染患者中至少检测到一种病原体,在没有感染的患者中至少检测到一种病原体(P<0.001)。金黄色葡萄球菌是最常见的病原体(15.5%)。观察到数量依赖性病原体与感染的关联,特别是铜绿假单胞菌和肺炎克雷伯菌,可能提示亚临床感染.大多数检测到病原体的患者都有骨科手术史(比值比2.8,P=0.038)。有病原体特异性临床表现。多重qPCR,因为它的高灵敏度,优越的特异性,强大的定量可以与培养结合使用,以指导抗菌治疗并跟踪治疗期间骨科感染的进展。
    UNASSIGNED: Accurate identification of the etiology of orthopedic infection is very important for correct and timely clinical management, but it has been poorly studied. In the current study we explored the association of multiple bacterial pathogens with orthopedic infection.
    UNASSIGNED: Hospitalized orthopedic patients were enrolled in a rural hospital in Qingdao, China. Wound or exudate swab samples were collected and tested for twelve bacterial pathogens with both culture and multiplex real time PCR.
    UNASSIGNED: A total of 349 hospitalized orthopedic patients were enrolled including 193 cases presenting infection manifestations upon admission and 156 with no sign of infection. Orthopedic infection patients were mainly male (72.5%) with more lengthy hospital stay (median 15 days). At least one pathogen was detected in 42.5% (82/193) of patients with infection while 7.1% (11/156) in the patients without infection (P < 0.001). S. aureus was the most prevalent causative pathogen (15.5%). Quantity dependent pathogen association with infection was observed, particularly for P. aeruginosa and K. pneumoniae, possibly indicating subclinical infection. Most of the patients with detected pathogens had a previous history of orthopedic surgery (odds ratio 2.8, P = 0.038). Pathogen specific clinical manifestations were characterized. Multiplex qPCR, because of its high sensitivity, superior specificity, and powerful quantification could be utilized in combination with culture to guide antimicrobial therapy and track the progression of orthopedic infection during treatment.
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  • 文章类型: Journal Article
    手术部位感染(SSI)显著影响患者恢复时间,健康结果和生活质量与植入物或网状物的使用密切相关。缝合线是最常用的植入物,在SSI的发展中起着重要作用。研究表明,有效的杀菌和抗炎治疗可以显着降低SSI的发生率。为了解决这一问题,在这项研究中,通过涂覆MoO3-X纳米点设计了一种多功能缝合线。MoO3-X纳米点的掺入赋予缝合线所需的抗菌和抗炎特性,这些特性在体外和体内实验中进行了评估。结果表明,通过对抗细菌感染和减少炎症的双重作用,其具有促进伤口愈合和预防SSI的显着能力。这些发现凸显了这种多功能外科缝合线作为一种多功能工具在外科手术中促进更好结果的潜力。
    Surgical site infection (SSI) significantly affects patient recovery time, health outcomes and quality of life which is closely associated with the use of implants or mesh. Sutures are the most frequently used implants that play a significant role in the development of SSI. Studies have demonstrated that the administration of effective bactericidal and anti-inflammatory treatments can significantly decrease the incidence of SSI. To address this concern, a versatile suture was engineered by coating MoO3-X nanodots in this study. The incorporation of MoO3-X nanodots endowed the suture with desirable antibacterial and anti-inflammatory properties that were evaluated in in vitro and in vivo experiments. The results showed its remarkable ability to facilitate wound healing and prevent SSI through its dual action of combating bacterial infection and reducing inflammation. These findings highlight the promising potential of this multifunctional surgical suture as a versatile tool to promote better outcomes in surgical procedures.
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  • 文章类型: Editorial
    关节置换术后假体周围感染(PJI)和手术部位感染(SSI)的管理在骨科手术中提出了重大挑战。本社论概述了特刊“关节成形术后PJI/SSI的管理”中发表的研究,总结这些研究的关键发现,涵盖了广泛的主题,包括严格的预防策略,综合诊断方法,和个性化的治疗方式。作者总结了社论,对该领域的研究现状和未来的研究方向,例如新型抗生素的开发,生物膜研究,患者特有的危险因素,以及将技术进步(如机器学习和人工智能)融入临床实践。作者强调需要继续研究,跨学科合作,以及创新技术的应用,以提高患者的治疗效果,减轻这些感染对医疗保健系统的负担。
    The management of periprosthetic joint infection (PJI) and surgical site infection (SSI) after joint arthroplasty poses a major challenge in orthopedic surgery. This Editorial provides an overview of the studies published in the special issue \"Management of PJI/SSI after Joint Arthroplasty\", summarizing the key findings from these studies, which cover a wide range of topics, including stringent preventive strategies, comprehensive diagnostic methods, and personalized treatment modalities. The authors concluded the editorial with their perspectives regarding the status quo of research in this field and future directions for research, such as the development of novel antibiotics, biofilm research, patient-specific risk factors, and the integration of technological advancements (such as machine learning and artificial intelligence) into clinical practice. The authors emphasized the need for continued research, interdisciplinary collaboration, and the application of innovative technologies to enhance patient outcomes and mitigate the burden of these infections on healthcare systems.
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  • 文章类型: Journal Article
    几十年来,已指示从伤口闭合中恢复的患者不要洗澡。尽管研究表明术后早期洗澡不会增加伤口感染的风险,在实践中,允许患者在术后早期洗澡仍然很少见。我们进行了这项荟萃分析,以确定早期沐浴如何影响伤口感染率,其他并发症,患者满意度。
    本系统审查符合PRISMA指南。PubMed,EMBASE,Medline,WebofScience,从开始日期到2022年12月31日,对Cochrane中央受控试验登记册进行了搜索。我们使用比值比及其相关的95%CI估计了早期沐浴与延迟沐浴试验的功效的汇总值,并且我们使用I2统计量来评估有助于这些估计的研究之间的异质性。
    在我们搜索的1813篇文章中,包括2964例患者在内的11项随机对照试验符合纳入条件。早期沐浴组和延迟沐浴组的伤口感染发生率无显著差异,其他伤口并发症如红肿的发生率也没有,或伤口开裂。然而,延迟洗澡组血肿发生率高于早期洗澡组。在较早的沐浴组中,报告的患者满意度明显更高。
    医学界,卫生当局,政府应制定和传播临床实践指南,以指导患者进行循证有益的治疗。
    UNASSIGNED: For many decades, patients recovering from wound closure have been instructed not to bathe. Although studies have shown that earlier postoperative bathing does not increase the risk of wound infection, it remains rare in practice for patients to be allowed earlier postoperative bathing. We performed this meta-analysis to determine how earlier bathing affected rates of wound infection, other complications, and patient satisfaction.
    UNASSIGNED: This systematic review conforms to PRISMA guidelines. The PubMed, EMBASE, Medline, Web of Science, and the Cochrane Central Register of Controlled Trials were searched from their inception dates to December 31, 2022. We estimated pooled values for the efficacy of trial of earlier bathing versus delayed bathing using the odds ratio and their associated 95% CI, and we used the I 2 statistic to assess heterogeneity between studies contributing to these estimates.
    UNASSIGNED: Of the 1813 articles identified by our search, 11 randomized controlled trials including 2964 patients were eligible for inclusion. The incidence of wound infection did not differ significantly between the earlier bathing and delayed bathing groups, nor did rates of other wound complications such as redness and swelling, or wound dehiscence. However, the incidence of hematoma in the delayed bathing group was higher than in the earlier bathing group. Reported patient satisfaction was significantly higher in the earlier bathing group.
    UNASSIGNED: The medical community, health authorities, and government should create and disseminate clinical practice guidelines to guide patients to evidence-based beneficial treatment.
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  • 文章类型: Journal Article
    目的:抗菌涂层缝合线是避免由手术缝合线表面微生物定植引起的手术部位感染(SSI)的策略之一。本研究旨在研究抗菌涂层缝合线在降低SSI方面的有效性,并为临床SSI预防和抗菌涂层缝合线的使用开发最新的系统评估证据。
    方法:我们搜索了Medline的数据库,Embase,CINAHL,科克伦,非洲医学指数,10月10日世卫组织全球卫生,1990年3月3日,2023年,语言仅限于英语,西班牙语,和法国人。Meta分析用于评估抗菌涂层缝合线对SSI的影响,以及其有效性是否受缝合线类型或伤口类型的影响。根据缝合线和伤口的类型进行亚组分析。最后,使用建议分级评估来评估检索到的证据的质量,开发和评估(等级)。
    结果:26项随机对照试验和9项OBS符合纳入标准。抗菌缝线显著降低SSI风险(RCT:OR:0.74,95%CI[0.63-0.87],p=0.0002;OBS:OR:0.61,95%CI[0.48-0.76],p<0.0001)。只有聚二恶烷酮缝合线(PDS)加号与PDS,VicrylPlusvs.Vicryl和混合伤口显示出一致的结果,有利于抗微生物涂层的缝合线。根据等级,RCT证据的质量是中等的,而OBS的证据很低。
    结论:抗菌涂层缝合线可有效降低大量手术患者术后SSI的风险。然而,现有证据是中等/低质量的,许多研究存在利益冲突.
    BACKGROUND: Antimicrobial-coated sutures are one of the strategies to avoid surgical site infection (SSI) caused by microbial colonization on the surface of surgical sutures.
    OBJECTIVE: To investigate the effectiveness of antimicrobial-coated sutures in reducing SSI and develop the latest systematic evaluation evidence for clinical SSI prevention and the use of antimicrobial-coated sutures.
    METHODS: The databases of MEDLINE, Embase, CINAHL, Cochrane, African Index Medicus, and WHO Global Health were searched from October 10th, 1990 to March 3rd, 2023 with language restricted to English, Spanish, and French. Meta-analysis was used to evaluate the impact of antimicrobial-coated sutures on SSI and whether their effectiveness is influenced by the type of sutures or wounds. Subgroup analyses were conducted based on type of sutures and wounds. Finally, quality of the retrieved evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE).
    RESULTS: Twenty-six randomized control trials (RCTs) and nine observational studies (OBSs) met the inclusion criteria. Antimicrobial sutures significantly reduced SSI risk (RCTs: odds ratio: 0.74; 95% confidence interval: 0.63-0.87; P = 0.0002; OBSs: OR: 0.61; 95% CI: 0.48-0.76; P < 0.0001). Only subgroup analysis of Polydioxanone Suture (PDS) Plus vs PDS, Vicryl Plus vs Vicryl and mixed wounds revealed consistent results in favour of antimicrobial-coated sutures. According to GRADE, the quality of RCT evidence is moderate, while that of OBS evidence is low.
    CONCLUSIONS: Antimicrobial-coated sutures are effective in reducing the risk of postoperative SSI among a large number of surgical patients. However, the available evidence is of moderate/low quality and many studies had conflicts of interest.
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  • 文章类型: Journal Article
    目的:术后手术部位感染是脊柱手术后最严重的并发症之一。先前的研究已经报道Modic变化(MC)代表亚临床感染。本研究旨在探讨腰椎后路融合术后Modic改变与手术部位感染的关系。
    方法:我们回顾了424例腰椎后路融合术患者的记录。术前记录临床和放射学参数。主要结果是术后手术部位感染率。协变量包括年龄,体重指数(BMI),性别,高血压,糖尿病,慢性心力衰竭,Pfirrmann分类,融合水平,和操作持续时间。Modic变化的存在被用作阐述变量,并在多变量分析中对其他风险因素进行了调整。
    结果:在424例患者中,30(7%)发生了急性手术部位感染。感染与年龄无关,性别,BMI,和合并症。有212例(50%)MC患者,23人(10.8%)有手术部位感染,与212例(50%)无MC的患者相比,其中有7例(3.3%)手术部位感染。单因素分析(比值比[OR]=3.56,95%置信区间[CI]:1.49-8.50,p=0.004)和多因素逻辑回归分析(OR=3.05,95%CI:1.26-7.37,p=0.013)中,MC与手术部位感染相关。在特定类型(p=0.035)和级别(p=0.0187)与SSI之间存在统计学意义。
    结论:MC可能是腰椎后路椎间融合术后发生SSI的潜在危险因素。与其他MC类型和等级相比,I型和C级MC显示出更高的感染率。
    OBJECTIVE: Postoperative surgical site infection is one of the most serious complications following spine surgery. Previous studies have reported Modic changes (MC) represent a subclinical infection. This study aims to investigate the relation between Modic changes and surgical site infection after posterior lumbar fusion surgery.
    METHODS: We retrospectively reviewed the records of 424 patients who received posterior lumbar fusion. Preoperative clinical and radiological parameters were recorded. Primary outcome was the rate of postoperative surgical site infection. Covariates included age, body mass index (BMI), sex, hypertension, diabetes mellitus, chronic heart failure, Pfirrmann classification, fused levels, and operation duration. The presence of Modic changes was used as an exposition variable, and adjusted for other risk factors in multivariate analyses.
    RESULTS: Of the 424 patients, 30 (7%) developed an acute surgical site infection. Infection had no relation to age, sex, BMI, and comorbidities. There were 212 (50%) patients with MC, and 23 (10.8%) had a surgical site infection, compared to 212 (50%) patients without MC in which there were 7 (3.3%) surgical site infections. MC was associated with surgical site infection in univariate analysis (odds ratio [OR] = 3.56, 95% confidence interval [CI]: 1.49-8.50, p = 0.004) and multivariate logistic regression analysis (OR = 3.05, 95% CI: 1.26-7.37, p = 0.013). There was statistically significant between specific type (p = 0.035) and grade of MCs (p = 0.0187) and SSI.
    CONCLUSIONS: MCs may be a potential risk factor for SSI following posterior lumbar spinal intervertebral fusion. Type I and grade C MCs showed a higher infection rate compared with other MC types and grades.
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  • 文章类型: Journal Article
    目的:本研究旨在探讨和分析风险因素,病原菌的分布,以及它们的抗生素耐药性特征影响手术部位感染(SSI)的发生,为降低创伤骨折术后SSI的发生率提供有价值的帮助。
    方法:在空军医科大学唐都医院进行了一项回顾性病例对照研究,纳入了2015年1月至2019年12月接受创伤性骨折手术治疗的3978名参与者。基线数据,人口特征,生活方式,与手术治疗相关的变量,和病原体培养物的收获和分析。采用单因素分析和多因素logistic回归分析揭示SSI的独立危险因素。绘制细菌分布直方图和药物敏感热图以描述其致病特征。
    结果:包括3978例患者,其中138例发生SSI,术后发生率为3.47%。通过Logistic回归分析,我们发现,变量如性别(男性)(优势比(OR)=2.012,95%置信区间(CI):1.235-3.278,p=0.005),糖尿病(OR=5.848,95%CI:3.513-9.736,p<0.001),低蛋白血症(OR=3.400,95%CI:1.280-9.031,p=0.014),潜在疾病(OR=5.398,95%CI:2.343-12.438,p<0.001),激素治疗(OR=11.718,95%CI:6.269-21.903,p<0.001),开放性骨折(OR=29.377,95%CI:9.944-86.784,p<0.001),术中输血(OR=2.664,95%CI:1.572-4.515,p<0.001)是SSI的独立危险因素,while,59岁以上(OR=0.132,95%CI:0.059-0.296,p<0.001),预防性使用抗生素(OR=0.082,95%CI:0.042-0.164,p<0.001)和负压封闭引流(OR=0.036,95%CI:0.010-0.129,p<0.001)是保护因素.病原菌检测结果显示,共收获38种细菌301株,其中革兰氏阳性菌178株(59.1%),123株(40.9%)为革兰氏阴性菌。金黄色葡萄球菌(108,60.7%)和阴沟肠杆菌(38,30.9%)所占比例最年夜。革兰阳性菌对万古霉素和利奈唑胺的敏感性几乎为100%。革兰阴性菌对亚胺培南的敏感性,阿米卡星,美罗培南超过73%。
    结论:骨科医生需要根据与术后SSI相关的危险因素和保护因素制定合适的手术计划,以减少其发生。同时,建议在入院早期加强血糖控制,医生在临床选择抗生素治疗时应谨慎科学。
    OBJECTIVE: We carried out the study aiming to explore and analyze the risk factors, the distribution of pathogenic bacteria, and their antibiotic-resistance characteristics influencing the occurrence of surgical site infection (SSI), to provide valuable assistance for reducing the incidence of SSI after traumatic fracture surgery.
    METHODS: A retrospective case-control study enrolling 3978 participants from January 2015 to December 2019 receiving surgical treatment for traumatic fractures was conducted at Tangdu Hospital of Air Force Medical University. Baseline data, demographic characteristics, lifestyles, variables related to surgical treatment, and pathogen culture were harvested and analyzed. Univariate analyses and multivariate logistic regression analyses were used to reveal the independent risk factors of SSI. A bacterial distribution histogram and drug-sensitive heat map were drawn to describe the pathogenic characteristics.
    RESULTS: Included 3978 patients 138 of them developed SSI with an incidence rate of 3.47% postoperatively. By logistic regression analysis, we found that variables such as gender (males) (odds ratio (OR) = 2.012, 95% confidence interval (CI): 1.235 - 3.278, p = 0.005), diabetes mellitus (OR = 5.848, 95% CI: 3.513 - 9.736, p < 0.001), hypoproteinemia (OR = 3.400, 95% CI: 1.280 - 9.031, p = 0.014), underlying disease (OR = 5.398, 95% CI: 2.343 - 12.438, p < 0.001), hormonotherapy (OR = 11.718, 95% CI: 6.269 - 21.903, p < 0.001), open fracture (OR = 29.377, 95% CI: 9.944 - 86.784, p < 0.001), and intraoperative transfusion (OR = 2.664, 95% CI: 1.572 - 4.515, p < 0.001) were independent risk factors for SSI, while, aged over 59 years (OR = 0.132, 95% CI: 0.059 - 0.296, p < 0.001), prophylactic antibiotics use (OR = 0.082, 95% CI: 0.042 - 0.164, p < 0.001) and vacuum sealing drainage use (OR = 0.036, 95% CI: 0.010 - 0.129, p < 0.001) were protective factors. Pathogens results showed that 301 strains of 38 species of bacteria were harvested, among which 178 (59.1%) strains were Gram-positive bacteria, and 123 (40.9%) strains were Gram-negative bacteria. Staphylococcus aureus (108, 60.7%) and Enterobacter cloacae (38, 30.9%) accounted for the largest proportion. The susceptibility of Gram-positive bacteria to Vancomycin and Linezolid was almost 100%. The susceptibility of Gram-negative bacteria to Imipenem, Amikacin, and Meropenem exceeded 73%.
    CONCLUSIONS: Orthopedic surgeons need to develop appropriate surgical plans based on the risk factors and protective factors associated with postoperative SSI to reduce its occurrence. Meanwhile, it is recommended to strengthen blood glucose control in the early stage of admission and for surgeons to be cautious and scientific when choosing antibiotic therapy in clinical practice.
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  • 文章类型: Journal Article
    目的:本研究旨在开发一种基于脊柱融合术后炎症标志物的早期手术部位感染的诊断模型。
    方法:在这项回顾性研究中,我们分析了手术部位感染(SSI)组和非SSI组之间炎症标志物的变化趋势.将数据随机分为训练队列和验证队列(比率7:3)。使用逐步逻辑回归分析SSI的变量以建立预测模型。为了评估模型,我们分析了它的敏感性,特异性,阳性预测值(PPV),负预测值(NPV),以及验证队列中的曲线下面积(AUC)。使用校准图和决策曲线分析(DCA)来评估模型的校准和临床有用性。
    结果:我们观察到手术后第七天炎症标志物的显着变化。预测模型包括手术后第七天的四个变量:体温,C反应蛋白(CRP),红细胞沉降率(ESR),和中性粒细胞计数。在对这些数据进行二进制处理后,简化模型在训练队列中的AUC为0.86(CI95%:0.81~0.92),在验证队列中的AUC为0.9(CI95%:0.82~0.98).校准图和DCA表明,所提出的模型对SSI的诊断是有效的。
    结论:我们开发并验证了脊柱融合术后早期感染的预测模型。
    OBJECTIVE: This study aimed to develop a diagnostic model for predicting early surgical site infection (SSI) based on postoperative inflammatory markers after spinal fusion surgery.
    METHODS: In this retrospective study, we analysed the trends of inflammatory markers between SSI and non-SSI groups. The data were randomly divided into training cohort and validation cohort (ratio 7:3). The variables for SSI were analysed using stepwise logistic regression to develop the prediction model. To evaluate the model, we analysed its sensitivity, specificity, positive predictive value, negative predictive value, as well as the area under the curve in the validation cohort. Calibration plots and decision curve analysis were employed to assess the calibration and clinical usefulness of the model.
    RESULTS: We observed significant changes in inflammatory markers on the seventh day after surgery. The prediction model included four variables on the seventh day after surgery: body temperature, C-reactive protein, erythrocyte sedimentation rate and neutrophil counts. After binary processing of these data, the simplified model achieved an area under the curve of 0.86 (95% confidence interval (CI): 0.81-0.92) in the training cohort and 0.9 (95% CI: 0.82-0.98) in the validation cohort. Calibration plots and decision curve analysis demonstrated that the proposed model was effective for the diagnosis of SSI.
    CONCLUSIONS: We developed and validated a prediction model for diagnosing early infection after spinal fusion.
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