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Extended spectrum and metalo beta lactamase producing gram negative bacterial pathogens from cockroaches collected at hospital, Southern Ethiopia. 从埃塞俄比亚南部医院收集到的蟑螂体内发现的产生广谱和金属β内酰胺酶的革兰氏阴性细菌病原体。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-08-13 DOI: 10.1186/s13756-024-01442-0
Fithamlak Solomon Bisetegn, Habtamu Azene, Khawaja Shakeel Ahmed, Fiseha Wadilo, Efrata Girma Tufa

Background: Cockroaches can pose a significant health risk in hospital environments because they may serve as reservoirs and vectors for nosocomial pathogens. Cockroaches harbor epidemiologically significant extended spectrum and metalo beta lactamase producing Gram negative bacterial pathogens, which complicate nosocomial infections.

Objectives: The main aim of this study is to determine aetiology and phenotypic extended spectrum and metalo beta lactamase producing Gram negative bacteria pathogens from cockroaches collected in hospitals.

Methods: A cross-sectional study was employed from February to May 2022 to determine the antibiotic resistance producing bacterial isolates from cockroaches by giving special emphasis to metalo beta lactamase and extended spectrum beta lactamase production from different wards of WSUCSH. Cockroaches were collected with hands wearing sterile gloves. External homogenate was prepared and incubated microbiologically by using different culture media and differentiated biochemically. Antimicrobial susceptibility testing was performed by disk diffusion method. ESBL production was conducted using double disc synergy method and double disk method was used to detect MBL enzyme detection. Descriptive statistics was used to determine prevalence and percentage.

Result: Out of 245 cockroaches, 108 Gram negative bacteria were isolated. K. pneumoniae 29(26.9%) was the most predominant bacteria and Enetrobacter spp. 8(7.4%), was the least. All, K. pneumoniae, P. mirabilis, and Enterobacter isolates were pan-resistant to Ampicillin. P.aeruginosa and P.mirabilis antibiotics showed ≥ 80% resistant for amoxicillin/clavulanic acid antibiotics. Cefotaxime, ceftazidime, ceftriaxone and imipenem showed relative efficacy compared with other antibiotics. Out of 78 amoxicillin-clavulanic acid resistant isolates, 42(34.7%) were ESBL producers. ESBL production is more depicted by P. aeruginosa, A. baumannii, K. pneumoniae and E. coli. The overall prevalence of MBL production is 29(23.1%). K. pneumoniae P. aeruginosa, E.coli, A. baumannii, Enterobacter spp and K.oxytoca revealed MBL production.

Conclusion: The overall prevalence of ESBL and MBL producing nosocomial agents from hospital cockroaches was 34.7% and 23.1% respectively. P.aeruginosa, A.baumannii, K.pneumoniae and E.coli showed pronounced ESBL production. All bacterial isolates except P. mirabilis and C. freundii showed MBL production. The needed to evaluate our antibiotic stewardship program and antibiotic resistance detection for treatment is mandatory. The impact of cockroach as a source of AMR should be sought.

背景:蟑螂可能成为医院病原体的贮藏库和传播媒介,因而对医院环境的健康构成重大威胁。蟑螂携带具有流行病学意义的广谱和产金属β内酰胺酶的革兰氏阴性细菌病原体,使医院内感染复杂化:本研究的主要目的是确定从医院收集的蟑螂中检出的扩展谱革兰阴性菌病原体和产金属β内酰胺酶革兰阴性菌病原体的病原学和表型:2022 年 2 月至 5 月期间进行了一项横断面研究,以确定从蟑螂中分离出的产生抗生素耐药性的细菌,特别强调来自 WSUCSH 不同病房的产生金属β内酰胺酶和广谱β内酰胺酶的细菌。采集蟑螂时,手戴无菌手套。制备外匀浆,使用不同的培养基进行微生物培养和生化鉴定。抗菌药敏感性测试采用盘扩散法进行。使用双盘协同法检测 ESBL 的产生,使用双盘法检测 MBL 酶的检测。使用描述性统计来确定流行率和百分比:结果:在 245 只蟑螂中,分离出 108 种革兰氏阴性细菌。肺炎克氏菌是最主要的细菌,有 29 种(26.9%),而伊尼特罗杆菌属细菌则最少,只有 8 种(7.4%)。所有分离出的肺炎克氏菌、奇异变形杆菌和肠杆菌都对氨苄西林具有泛耐药性。铜绿假单胞菌和奇异变形杆菌对阿莫西林/克拉维酸抗生素的耐药率≥80%。与其他抗生素相比,头孢噻肟、头孢他啶、头孢曲松和亚胺培南的疗效相对较好。在 78 个耐阿莫西林-克拉维酸的分离株中,有 42 个(34.7%)产生了 ESBL。铜绿假单胞菌、鲍曼不动杆菌、肺炎克氏菌和大肠杆菌更易产生 ESBL。产生 MBL 的总体流行率为 29(23.1%)。肺炎双球菌、铜绿假单胞菌、大肠杆菌、鲍曼不动杆菌、肠杆菌属和氧雷他卡氏菌产生了 MBL:结论:医院蟑螂中产生 ESBL 和 MBL 的鼻腔病原体的总体流行率分别为 34.7% 和 23.1%。铜绿假单胞菌、鲍曼不动杆菌、肺炎克氏菌和大肠杆菌明显产生 ESBL。除奇异变形杆菌(P. mirabilis)和弗氏酵母菌(C. freundii)外,所有细菌分离物均显示出 MBL 生产。我们必须对抗生素管理计划进行评估,并检测抗生素耐药性,以便进行治疗。应研究蟑螂作为 AMR 来源的影响。
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引用次数: 0
Infection prevention and control in 2030: a first qualitative survey by the Crystal Ball Initiative. 2030 年的感染预防与控制:水晶球计划的首次定性调查。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-08-13 DOI: 10.1186/s13756-024-01431-3
Hugo Sax, Jonas Marschall

Background: Healthcare delivery is undergoing radical changes that influence effective infection prevention and control (IPC). Futures research (short: Futures), the science of deliberating on multiple potential future states, is increasingly employed in many core societal fields. Futures might also be helpful in IPC to facilitate current education and organisational decisions. Hence, we conducted an initial survey as part of the IPC Crystal Ball Initiative.

Methods: In 2019, international IPC experts were invited to answer a 10-item online questionnaire, including demographics, housekeeping, and open-ended core questions (Q) on the "status of IPC in 2030" (Q1), "people in charge of IPC" (Q2), "necessary skills in IPC" (Q3), and "burning research questions" (Q4). The four core questions were submitted to a three-step inductive and deductive qualitative content analysis. A subsequent cross-case matrix produced overarching leitmotifs. Q1 statements were additionally coded for sentiment analysis (positive, neutral, or negative).

Results: Overall, 18 of 44 (41%) invited experts responded (from 11 countries; 12 physicians, four nurses, one manager, one microbiologist; all of them in senior positions). The emerging leitmotifs were "System integration", "Beyond the hospital", "Behaviour change and implementation", "Automation and digitalisation", and "Anticipated scientific progress and innovation". The statements reflected an optimistic outlook in 66% of all codes of Q1.

Conclusions: The first exercise of the IPC Crystal Ball Initiative reflected an optimistic outlook on IPC in 2030, and participants envisioned leveraging technological and medical progress to increase IPC effectiveness, freeing IPC personnel from administrative tasks to be more present at the point of care and increasing IPC integration and expansion through the application of a broad range of skills. Enhancing participant immersion in future Crystal Ball Initiative exercises through simulation would likely further increase the authenticity and comprehensiveness of the envisioned futures.

背景:医疗保健服务正在经历翻天覆地的变化,这些变化影响着有效的感染预防与控制(IPC)。未来研究(简称 "未来")是一门对多种潜在未来状态进行思考的科学,在许多核心社会领域的应用日益广泛。未来研究可能也有助于 IPC 促进当前的教育和组织决策。因此,我们开展了一项初步调查,作为国际残奥会水晶球计划的一部分:方法:2019 年,我们邀请国际 IPC 专家回答了一份包含 10 个项目的在线调查问卷,其中包括人口统计、内务管理以及关于 "2030 年国际 IPC 现状"(Q1)、"国际 IPC 负责人"(Q2)、"国际 IPC 必要技能"(Q3)和 "紧迫研究问题"(Q4)的开放式核心问题(Q)。对这四个核心问题进行了三步归纳和演绎定性内容分析。随后的跨案例矩阵产生了总体主题。此外,还对 Q1 语句进行了情感分析编码(正面、中性或负面):总的来说,44 位受邀专家中有 18 位(41%)做出了回应(来自 11 个国家;12 位医生、4 位护士、1 位经理、1 位微生物学家;他们均担任高级职务)。新出现的主题是 "系统整合"、"超越医院"、"行为改变和实施"、"自动化和数字化 "以及 "预期的科学进步和创新"。在 Q1 的所有代码中,有 66% 的声明反映了乐观的前景:IPC水晶球计划的首次活动反映了对2030年IPC的乐观展望,参与者设想利用技术和医疗进步提高IPC的效率,将IPC人员从行政任务中解放出来,让他们更多地参与到护理工作中,并通过应用广泛的技能来加强IPC的整合和扩展。通过模拟来加强参与者在未来水晶球计划活动中的沉浸感,可能会进一步提高所设想未来的真实性和全面性。
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引用次数: 0
Carbapenem-resistant Enterobacterales sepsis following endoscopic retrograde cholangiopancreatography: risk factors for 30-day all-cause mortality and the development of a nomogram based on a retrospective cohort. 内镜逆行胰胆管造影术后耐碳青霉烯类肠杆菌败血症:30 天全因死亡率的风险因素和基于回顾性队列的提名图的开发。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-08-07 DOI: 10.1186/s13756-024-01441-1
Hongchen Zhang, Yue Wang, Xiaochen Zhang, Chenshan Xu, Dongchao Xu, Hongzhang Shen, Hangbin Jin, Jianfeng Yang, Xiaofeng Zhang

Background: Endoscopic retrograde cholangiopancreatography (ERCP) has become a routine endoscopic procedure that is essential for diagnosing and managing various conditions, including gallstone extraction and the treatment of bile duct and pancreatic tumors. Despite its efficacy, post-ERCP infections - particularly those caused by carbapenem-resistant Enterobacterales (CRE) - present significant risks. These risks highlight the need for accurate predictive models to enhance postprocedural care, reduce the mortality risk associated with post-ERCP CRE sepsis, and improve patient outcomes in the context of increasing antibiotic resistance.

Objective: This study aimed to examine the risk factors for 30-day mortality in patients with CRE sepsis following ERCP and to develop a nomogram for accurately predicting 30-day mortality risk.

Methods: Data from 195 patients who experienced post-ERCP CRE sepsis between January 2010 and December 2022 were analyzed. Variable selection was optimized via the least absolute shrinkage and selection operator (LASSO) regression model. Multivariate logistic regression analysis was then employed to develop a predictive model, which was evaluated in terms of discrimination, calibration, and clinical utility. Internal validation was achieved through bootstrapping.

Results: The nomogram included the following predictors: age > 80 years (hazard ratio [HR] 2.61), intensive care unit (ICU) admission within 90 days prior to ERCP (HR 2.64), hypoproteinemia (HR 4.55), quick Pitt bacteremia score ≥ 2 (HR 2.61), post-ERCP pancreatitis (HR 2.52), inappropriate empirical therapy (HR 3.48), delayed definitive therapy (HR 2.64), and short treatment duration (< 10 days) (HR 5.03). The model demonstrated strong discrimination and calibration.

Conclusions: This study identified significant risk factors associated with 30-day mortality in patients with post-ERCP CRE sepsis and developed a nomogram to accurately predict this risk. This tool enables healthcare practitioners to provide personalized risk assessments and promptly administer appropriate therapies against CRE, thereby reducing mortality rates.

背景:内镜逆行胰胆管造影术(ERCP)已成为一种常规内镜手术,对于诊断和治疗各种疾病,包括胆结石取出术和胆管及胰腺肿瘤的治疗至关重要。尽管ERCP疗效显著,但ERCP术后感染--尤其是由耐碳青霉烯类肠杆菌(CRE)引起的感染--具有很大的风险。在抗生素耐药性不断增加的背景下,这些风险凸显了对精确预测模型的需求,以加强术后护理、降低与ERCP术后CRE败血症相关的死亡风险并改善患者预后:本研究旨在探讨ERCP术后CRE败血症患者30天内死亡的风险因素,并建立一个能准确预测30天内死亡风险的提名图:方法: 分析了2010年1月至2022年12月期间发生ERCP术后CRE败血症的195名患者的数据。通过最小绝对收缩和选择算子(LASSO)回归模型对变量选择进行了优化。然后采用多变量逻辑回归分析建立预测模型,并对该模型的区分度、校准和临床实用性进行评估。通过引导法进行了内部验证:结果:提名图包括以下预测因素:年龄大于 80 岁(危险比 [HR] 2.61)、ERCP 前 90 天内入住重症监护室(ICU)(HR 2.64)、低蛋白血症(HR 4.55)、快速 Pitt 菌血症评分≥ 2(HR 2.61)、ERCP 后胰腺炎(HR 2.52)、经验疗法不当(HR 3.48)、明确疗法延迟(HR 2.64)和治疗时间短(结论:该研究发现了与ERCP 相关的重要风险因素:本研究确定了与胃食管反流术后 CRE 败血症患者 30 天死亡率相关的重要风险因素,并开发了一个能准确预测这一风险的提名图。这一工具使医疗从业人员能够提供个性化的风险评估,并及时采取适当的 CRE 治疗,从而降低死亡率。
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引用次数: 0
Effectiveness of annual influenza campaigns and vaccination in reducing influenza burden in nursing homes of Canton Vaud in Switzerland. 瑞士沃州养老院每年开展流感运动和接种疫苗对减轻流感负担的效果。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-08-07 DOI: 10.1186/s13756-024-01443-z
Emmanouil Glampedakis, Patricia Cuiña Iglesias, Flaminia Chiesa, Laetitia Qalla-Widmer, May-Kou Ku Moroni, Coralie Riccio, Béatrix Sobgoui, Marie Immaculée Nahimana Tessemo, Alessandro Cassini

Background: Influenza infections pose significant risks for nursing home (NH) residents. Our aim was to evaluate the impact of the cantonal influenza campaign, and influenza vaccination coverage of residents and healthcare workers (HCWs) on influenza burden in NHs in a context of enhanced infection prevention and control measures (IPC) during the SARS-CoV-2 pandemic.

Methods: We extracted data from epidemic reports provided by our unit to NHs over two consecutive winter seasons (2021-22 and 2022-23) and used linear regression to assess the impact of resident and HCW vaccination coverage, and participation in the campaign, on residents' cumulative influenza incidence and mortality.

Results: Thirty-six NHs reported 155 influenza cases and 21 deaths during the two winter seasons corresponding to 6.2% of infected residents and a case fatality ratio of 13.5%. Median vaccination coverage was 83% for residents, 25.8% for HCWs, while 87% of NHs participated in the campaign. Resident vaccination was significantly associated with a decrease in odds of death (odds ratio (OR) 0.96, 95% confidence interval (CI): 0.93-0.99). There was no significant effect of HCW vaccination coverage on resident infections and deaths. Campaign participation was associated with decreased odds of infection and death among residents (OR: 0.17, 95% CI: 0.06-0.47 and OR: 0.06, 95% CI: 0.02-0.17 respectively).

Conclusion: Our analysis suggests that in a context of reinforced IPC measures, influenza still represents a significant burden for NH residents. The most effective measures in decreasing resident influenza burden in NHs was participation in the cantonal influenza vaccination campaign and resident vaccination.

背景:流感感染对疗养院(NH)居民构成重大风险。我们的目的是评估在SARS-CoV-2大流行期间,在加强感染预防和控制措施(IPC)的背景下,州级流感运动以及居民和医护人员(HCWs)的流感疫苗接种覆盖率对养老院流感负担的影响:我们从本单位向各养老院提供的连续两个冬季(2021-22年和2022-23年)的疫情报告中提取了数据,并使用线性回归评估了居民和医护人员疫苗接种覆盖率以及参与活动对居民累计流感发病率和死亡率的影响:在两个冬季期间,36 家公立医院报告了 155 例流感病例和 21 例死亡病例,占受感染居民的 6.2%,病死率为 13.5%。居民的疫苗接种率中位数为 83%,医护人员为 25.8%,而 87% 的公立医院参与了这项活动。居民接种疫苗与死亡几率的降低有明显关系(几率比 (OR) 0.96,95% 置信区间 (CI):0.93-0.99)。医护人员疫苗接种覆盖率对居民感染和死亡没有明显影响。参与运动与居民感染和死亡几率的降低有关(OR:0.17,95% CI:0.06-0.47;OR:0.06,95% CI:0.02-0.17):我们的分析表明,在加强 IPC 措施的背景下,流感仍然是给 NH 居民造成的重大负担。参与州级流感疫苗接种活动和为居民接种疫苗是降低居民流感负担的最有效措施。
{"title":"Effectiveness of annual influenza campaigns and vaccination in reducing influenza burden in nursing homes of Canton Vaud in Switzerland.","authors":"Emmanouil Glampedakis, Patricia Cuiña Iglesias, Flaminia Chiesa, Laetitia Qalla-Widmer, May-Kou Ku Moroni, Coralie Riccio, Béatrix Sobgoui, Marie Immaculée Nahimana Tessemo, Alessandro Cassini","doi":"10.1186/s13756-024-01443-z","DOIUrl":"10.1186/s13756-024-01443-z","url":null,"abstract":"<p><strong>Background: </strong>Influenza infections pose significant risks for nursing home (NH) residents. Our aim was to evaluate the impact of the cantonal influenza campaign, and influenza vaccination coverage of residents and healthcare workers (HCWs) on influenza burden in NHs in a context of enhanced infection prevention and control measures (IPC) during the SARS-CoV-2 pandemic.</p><p><strong>Methods: </strong>We extracted data from epidemic reports provided by our unit to NHs over two consecutive winter seasons (2021-22 and 2022-23) and used linear regression to assess the impact of resident and HCW vaccination coverage, and participation in the campaign, on residents' cumulative influenza incidence and mortality.</p><p><strong>Results: </strong>Thirty-six NHs reported 155 influenza cases and 21 deaths during the two winter seasons corresponding to 6.2% of infected residents and a case fatality ratio of 13.5%. Median vaccination coverage was 83% for residents, 25.8% for HCWs, while 87% of NHs participated in the campaign. Resident vaccination was significantly associated with a decrease in odds of death (odds ratio (OR) 0.96, 95% confidence interval (CI): 0.93-0.99). There was no significant effect of HCW vaccination coverage on resident infections and deaths. Campaign participation was associated with decreased odds of infection and death among residents (OR: 0.17, 95% CI: 0.06-0.47 and OR: 0.06, 95% CI: 0.02-0.17 respectively).</p><p><strong>Conclusion: </strong>Our analysis suggests that in a context of reinforced IPC measures, influenza still represents a significant burden for NH residents. The most effective measures in decreasing resident influenza burden in NHs was participation in the cantonal influenza vaccination campaign and resident vaccination.</p>","PeriodicalId":7950,"journal":{"name":"Antimicrobial Resistance and Infection Control","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11304826/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141900779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and validation of prediction models for nosocomial infection and prognosis in hospitalized patients with cirrhosis. 肝硬化住院患者院内感染和预后预测模型的开发与验证。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-08-07 DOI: 10.1186/s13756-024-01444-y
Shuwen Li, Yu Zhang, Yushi Lin, Luyan Zheng, Kailu Fang, Jie Wu

Background: Nosocomial infections (NIs) frequently occur and adversely impact prognosis for hospitalized patients with cirrhosis. This study aims to develop and validate two machine learning models for NIs and in-hospital mortality risk prediction.

Methods: The Prediction of Nosocomial Infection and Prognosis in Cirrhotic patients (PIPC) study included hospitalized patients with cirrhosis at the Qingchun Campus of the First Affiliated Hospital of Zhejiang University. We then assessed several machine learning algorithms to construct predictive models for NIs and prognosis. We validated the best-performing models with bootstrapping techniques and an external validation dataset. The accuracy of the predictions was evaluated through sensitivity, specificity, predictive values, and likelihood ratios, while predictive robustness was examined through subgroup analyses and comparisons between models.

Results: We enrolled 1,297 patients into derivation cohort and 496 patients into external validation cohort. Among the six algorithms assessed, the Random Forest algorithm performed best. For NIs, the PIPC-NI model achieved an area under the curve (AUC) of 0.784 (95% confidence interval [CI] 0.741-0.826), a sensitivity of 0.712, and a specificity of 0.702. For in-hospital mortality, the PIPC- mortality model achieved an AUC of 0.793 (95% CI 0.749-0.836), a sensitivity of 0.769, and a specificity of 0.701. Moreover, our PIPC models demonstrated superior predictive performance compared to the existing MELD, MELD-Na, and Child-Pugh scores.

Conclusions: The PIPC models showed good predictive power and may facilitate healthcare providers in easily assessing the risk of NIs and prognosis among hospitalized patients with cirrhosis.

背景:非医院感染(NIs)经常发生,并对肝硬化住院患者的预后产生不利影响。本研究旨在开发和验证两种机器学习模型,用于预测 NIs 和院内死亡风险:肝硬化患者院内感染和预后预测(PIPC)研究纳入了浙江大学附属第一医院庆春院区的住院肝硬化患者。然后,我们评估了几种机器学习算法,以构建NIs和预后的预测模型。我们利用引导技术和外部验证数据集对表现最佳的模型进行了验证。预测的准确性通过灵敏度、特异性、预测值和似然比进行评估,预测的稳健性则通过亚组分析和模型间比较进行检验:我们将 1,297 名患者纳入衍生队列,将 496 名患者纳入外部验证队列。在评估的六种算法中,随机森林算法表现最佳。对于NIs,PIPC-NI模型的曲线下面积(AUC)为0.784(95%置信区间[CI] 0.741-0.826),灵敏度为0.712,特异性为0.702。对于院内死亡率,PIPC-死亡率模型的AUC为0.793(95% 置信区间[CI] 0.749-0.836),灵敏度为0.769,特异性为0.701。此外,与现有的 MELD、MELD-Na 和 Child-Pugh 评分相比,我们的 PIPC 模型显示出更优越的预测性能:结论:PIPC 模型显示出良好的预测能力,可帮助医疗服务提供者轻松评估住院肝硬化患者的非传染性疾病风险和预后。
{"title":"Development and validation of prediction models for nosocomial infection and prognosis in hospitalized patients with cirrhosis.","authors":"Shuwen Li, Yu Zhang, Yushi Lin, Luyan Zheng, Kailu Fang, Jie Wu","doi":"10.1186/s13756-024-01444-y","DOIUrl":"10.1186/s13756-024-01444-y","url":null,"abstract":"<p><strong>Background: </strong>Nosocomial infections (NIs) frequently occur and adversely impact prognosis for hospitalized patients with cirrhosis. This study aims to develop and validate two machine learning models for NIs and in-hospital mortality risk prediction.</p><p><strong>Methods: </strong>The Prediction of Nosocomial Infection and Prognosis in Cirrhotic patients (PIPC) study included hospitalized patients with cirrhosis at the Qingchun Campus of the First Affiliated Hospital of Zhejiang University. We then assessed several machine learning algorithms to construct predictive models for NIs and prognosis. We validated the best-performing models with bootstrapping techniques and an external validation dataset. The accuracy of the predictions was evaluated through sensitivity, specificity, predictive values, and likelihood ratios, while predictive robustness was examined through subgroup analyses and comparisons between models.</p><p><strong>Results: </strong>We enrolled 1,297 patients into derivation cohort and 496 patients into external validation cohort. Among the six algorithms assessed, the Random Forest algorithm performed best. For NIs, the PIPC-NI model achieved an area under the curve (AUC) of 0.784 (95% confidence interval [CI] 0.741-0.826), a sensitivity of 0.712, and a specificity of 0.702. For in-hospital mortality, the PIPC- mortality model achieved an AUC of 0.793 (95% CI 0.749-0.836), a sensitivity of 0.769, and a specificity of 0.701. Moreover, our PIPC models demonstrated superior predictive performance compared to the existing MELD, MELD-Na, and Child-Pugh scores.</p><p><strong>Conclusions: </strong>The PIPC models showed good predictive power and may facilitate healthcare providers in easily assessing the risk of NIs and prognosis among hospitalized patients with cirrhosis.</p>","PeriodicalId":7950,"journal":{"name":"Antimicrobial Resistance and Infection Control","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11304655/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141900778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trends in the antimicrobial susceptibility among Chinese neonates from 2012 to 2021: a multicenter study. 2012-2021年中国新生儿抗菌药物敏感性趋势:一项多中心研究。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-07-30 DOI: 10.1186/s13756-024-01440-2
Zhanghua Yin, Jintong Tan, Huafei Huang, Jianyuan Zhao, Xiaohui Gong, Jing Li, Chao Chen, Fei Luo, Xiaoyi Huang, Huaiyan Wang, Hongyan Lu, Mingfu Wu, Renqiang Yu, Xiaoping Lei, Qian Zhang, Fengdan Xu, Ning Li, Hong Jiang, Jianhua Fu, Rui Cheng, Yan Chen, Yongjun Zhang

Background: Antibiotic resistance is a serious global public health issue. However, there are few reports on trends in antimicrobial susceptibility in Chinese neonates, and most of the existing evidence has been derived from adult studies. We aimed to assess the trends in antimicrobial susceptibility of common pathogens in full-term neonates with invasive bacterial infections (IBIs) in China.

Methods: This cross-sectional survey study analyzed the antimicrobial susceptibility in Chinese neonates with IBIs from 17 hospitals, spanning from January 2012 to December 2021. Joinpoint regression model was applied to illustrate the trends and calculate the average annual percentage change (AAPC). Using Mantel-Haenszel linear-by-linear association chi-square test, we further compared the antibiotic minimum inhibitory concentrations (MICs) by pathogens between 2019 and 2021 to provide precise estimates of changes.

Results: The proportion of Escherichia coli with extended-spectrum-beta-lactamase-negative strains increased from 0.0 to 88.5% (AAPC = 62.4%, 95% confidence interval (CI): 44.3%, 82.9%), with two breakpoints in 2014 and 2018 (p-trend < 0.001). The susceptibility of group B Streptococcus (GBS) to erythromycin and clindamycin increased by 66.7% and 42.8%, respectively (AAPC = 55.2%, 95% CI: 23.2%, 95.5%, p-trend = 0.002; AAPC = 54.8%, 95% CI: 9.6%, 118.6%, p-trend < 0.001), as did Staphylococcus aureus to penicillin (AAPC = 56.2%; 95% CI: 34.8%, 81.0%, p-trend < 0.001). However, the susceptibility of Enterococcus spp. to ampicillin declined from 100.0 to 25.0% (AAPC = - 11.7%, 95% CI: - 15.2%, - 8.1%, p-trend < 0.001), and no significant improvement was observed in the antibiotic susceptibility of Escherichia coli to ampicillin, gentamicin, and cephalosporin. Additionally, the proportion of GBS/Staphylococcus aureus with relatively low MIC values for relevant antibiotics also increased in 2021 compared to 2019.

Conclusions: Antimicrobial susceptibility of the most prevalent pathogens in full-term neonates seemed to have improved or remained stable over the last decade in China, implying the effectiveness of policies and practice of antibiotic stewardship had gradually emerged.

背景:抗生素耐药性是一个严重的全球公共卫生问题:抗生素耐药性是一个严重的全球公共卫生问题。然而,有关中国新生儿抗菌药物敏感性趋势的报道很少,现有证据大多来自成人研究。我们旨在评估中国足月新生儿侵袭性细菌感染(IBIs)中常见病原体的抗菌药物敏感性趋势:这项横断面调查研究分析了2012年1月至2021年12月期间17家医院收治的中国侵袭性细菌感染新生儿的抗菌药物敏感性。采用连接点回归模型来说明趋势并计算平均年百分比变化(AAPC)。通过曼特尔-海恩斯泽尔线性相关卡方检验,我们进一步比较了2019年至2021年期间各病原体的抗生素最低抑菌浓度(MICs),以提供对变化的精确估计:大肠埃希菌中扩展谱β-内酰胺酶阴性菌株的比例从0.0增至88.5%(AAPC=62.4%,95%置信区间(CI):44.3%,82.9%),2014年和2018年出现两个断点(P-趋势 结论:大肠埃希菌中扩展谱β-内酰胺酶阴性菌株的比例从0.0增至88.5%(AAPC=62.4%,95%置信区间(CI):44.3%,82.9%):在过去十年中,中国足月新生儿中最常见病原体的抗菌药物敏感性似乎有所改善或保持稳定,这意味着抗生素管理政策和实践的有效性已逐步显现。
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引用次数: 0
Carbapenemase-producing enterobacterales colonisation status does not lead to more frequent admissions: a linked patient study. 产碳青霉烯酶肠杆菌的定植状态不会导致更频繁的入院:一项关联患者研究。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-07-29 DOI: 10.1186/s13756-024-01437-x
Michael J Lydeamore, Tjibbe Donker, David Wu, Claire Gorrie, Annabelle Turner, Marion Easton, Daneeta Hennessy, Nicholas Geard, Benjamin P Howden, Ben S Cooper, Andrew Wilson, Anton Y Peleg, Andrew J Stewardson

Background: Hospitals in any given region can be considered as part of a network, where facilities are connected to one another - and hospital pathogens potentially spread - through the movement of patients between them. We sought to describe the hospital admission patterns of patients known to be colonised with carbapenemase-producing Enterobacterales (CPE), and compare them with CPE-negative patient cohorts, matched on comorbidity information.

Methods: We performed a linkage study in Victoria, Australia, including datasets with notifiable diseases (CPE notifications) and hospital admissions (admission dates and diagnostic codes) for the period 2011 to 2020. Where the CPE notification date occurred during a hospital admission for the same patient, we identified this as the 'index admission'. We determined the number of distinct health services each patient was admitted to, and time to first admission to a different health service. We compared CPE-positive patients with four cohorts of CPE-negative patients, sampled based on different matching criteria.

Results: Of 528 unique patients who had CPE detected during a hospital admission, 222 (42%) were subsequently admitted to a different health service during the study period. Among these patients, CPE diagnosis tended to occur during admission to a metropolitan public hospital (86%, 190/222), whereas there was a greater number of metropolitan private (23%, 52/222) and rural public (18%, 39/222) hospitals for the subsequent admission. Median time to next admission was 4 days (IQR, 0-75 days). Admission patterns for CPE-positive patients was similar to the cohort of CPE-negative patients matched on index admission, time period, and age-adjusted Charlson comorbidity index.

Conclusions: Movement of CPE-positive patients between health services is not a rare event. While the most common movement is from one public metropolitan health service to another, there is also a trend for movement from metropolitan public hospitals into private and rural hospitals. After accounting for clinical comorbidities, CPE colonisation status does not appear to impact on hospital admission frequency or timing. These findings support the potential utility of a centralised notification and outbreak management system for CPE positive patients.

背景:任何一个地区的医院都可以被视为一个网络的一部分,在这个网络中,医院设施相互连接,医院病原体也可能通过病人在医院之间的流动而传播。我们试图描述已知的产碳青霉烯酶肠杆菌(CPE)定植患者的入院模式,并将其与 CPE 阴性患者队列(根据合并症信息进行匹配)进行比较:我们在澳大利亚维多利亚州开展了一项链接研究,其中包括 2011 年至 2020 年期间的应通报疾病(CPE 通报)和入院情况(入院日期和诊断代码)数据集。如果 CPE 通知日期发生在同一患者入院期间,我们将其确定为 "索引入院"。我们确定了每位患者入住不同医疗服务机构的次数,以及首次入住不同医疗服务机构的时间。我们将 CPE 阳性患者与四组 CPE 阴性患者进行了比较,这些患者是根据不同的匹配标准抽取的:在入院期间检测出 CPE 的 528 名患者中,有 222 人(42%)随后在研究期间入住了不同的医疗服务机构。在这些患者中,CPE 诊断往往发生在入住大都市公立医院期间(86%,190/222),而随后入住大都市私立医院(23%,52/222)和农村公立医院(18%,39/222)的人数较多。下一次入院的中位时间为 4 天(IQR,0-75 天)。CPE 阳性患者的入院模式与 CPE 阴性患者的入院指数、时间段和年龄调整后的 Charlson 合并症指数相匹配:CPE 阳性患者在医疗服务机构之间的流动并不罕见。虽然最常见的流动是从一个大都市的公立医疗机构到另一个大都市的公立医疗机构,但也有从大都市的公立医院流动到私立医院和农村医院的趋势。在考虑临床合并症后,CPE 定殖状况似乎不会对入院频率或时间产生影响。这些研究结果证明,针对 CPE 阳性患者的集中通知和疫情管理系统具有潜在的实用性。
{"title":"Carbapenemase-producing enterobacterales colonisation status does not lead to more frequent admissions: a linked patient study.","authors":"Michael J Lydeamore, Tjibbe Donker, David Wu, Claire Gorrie, Annabelle Turner, Marion Easton, Daneeta Hennessy, Nicholas Geard, Benjamin P Howden, Ben S Cooper, Andrew Wilson, Anton Y Peleg, Andrew J Stewardson","doi":"10.1186/s13756-024-01437-x","DOIUrl":"10.1186/s13756-024-01437-x","url":null,"abstract":"<p><strong>Background: </strong>Hospitals in any given region can be considered as part of a network, where facilities are connected to one another - and hospital pathogens potentially spread - through the movement of patients between them. We sought to describe the hospital admission patterns of patients known to be colonised with carbapenemase-producing Enterobacterales (CPE), and compare them with CPE-negative patient cohorts, matched on comorbidity information.</p><p><strong>Methods: </strong>We performed a linkage study in Victoria, Australia, including datasets with notifiable diseases (CPE notifications) and hospital admissions (admission dates and diagnostic codes) for the period 2011 to 2020. Where the CPE notification date occurred during a hospital admission for the same patient, we identified this as the 'index admission'. We determined the number of distinct health services each patient was admitted to, and time to first admission to a different health service. We compared CPE-positive patients with four cohorts of CPE-negative patients, sampled based on different matching criteria.</p><p><strong>Results: </strong>Of 528 unique patients who had CPE detected during a hospital admission, 222 (42%) were subsequently admitted to a different health service during the study period. Among these patients, CPE diagnosis tended to occur during admission to a metropolitan public hospital (86%, 190/222), whereas there was a greater number of metropolitan private (23%, 52/222) and rural public (18%, 39/222) hospitals for the subsequent admission. Median time to next admission was 4 days (IQR, 0-75 days). Admission patterns for CPE-positive patients was similar to the cohort of CPE-negative patients matched on index admission, time period, and age-adjusted Charlson comorbidity index.</p><p><strong>Conclusions: </strong>Movement of CPE-positive patients between health services is not a rare event. While the most common movement is from one public metropolitan health service to another, there is also a trend for movement from metropolitan public hospitals into private and rural hospitals. After accounting for clinical comorbidities, CPE colonisation status does not appear to impact on hospital admission frequency or timing. These findings support the potential utility of a centralised notification and outbreak management system for CPE positive patients.</p>","PeriodicalId":7950,"journal":{"name":"Antimicrobial Resistance and Infection Control","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11287836/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141791746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The surgical interval between robot-assisted SEEG and epilepsy resection surgery is an influencing factor of SSI. 机器人辅助 SEEG 和癫痫切除手术之间的手术间隔是 SSI 的一个影响因素。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-07-26 DOI: 10.1186/s13756-024-01438-w
Xiaolian Xie, Hongwu Yao, Hulin Zhao, Bowei Liu, Yanling Bai, Huan Li, Yunxi Liu, Mingmei Du

Background: In recent years, the development of robotic neurosurgery has brought many benefits to patients, but there are few studies on the occurrence of surgical site infection (SSI) after robot-assisted stereoelectroencephalography (SEEG). The purpose of this study was to collect relevant data from robot-assisted SEEG over the past ten years and to analyze the influencing factors and economic burden of surgical site infection.

Methods: Basic and surgical information was collected for all patients who underwent robot-assisted SEEG from January 2014 to December 2023. Logistic regression was used to analyze the factors influencing SSI according to different subgroups (radiofrequency thermocoagulation or epilepsy resection surgery).

Results: A total of 242 subjects were included in this study. The risk of SSI in the epilepsy resection surgery group (18.1%) was 3.5 times greater than that in the radiofrequency thermocoagulation group (5.1%) (OR 3.49, 95% CI 1.39 to 9.05); this difference was statistically significant. SSI rates in the epilepsy resection surgery group were associated with shorter surgical intervals (≤ 9 days) and higher BMI (≥ 23 kg/m2) (6.1 and 5.2 times greater than those in the control group, respectively). Hypertension and admission to the intensive care unit (ICU) were risk factors for SSI in the radiofrequency thermocoagulation group. Patients with SSIs had $21,231 more total hospital costs, a 7-day longer hospital stay, and an 8-day longer postoperative hospital stay than patients without SSI.

Conclusions: The incidence of SSI in patients undergoing epilepsy resection after stereoelectroencephalography was higher than that in patients undergoing radiofrequency thermocoagulation. For patients undergoing epilepsy resection surgery, prolonging the interval between stereoelectroencephalography and epilepsy resection surgery can reduce the risk of SSI; At the same time, for patients receiving radiofrequency thermocoagulation treatment, it is not recommended to enter the ICU for short-term observation if the condition permits.

背景:近年来,机器人神经外科的发展为患者带来了诸多益处,但有关机器人辅助立体脑电图(SEEG)术后手术部位感染(SSI)发生率的研究却很少。本研究旨在收集过去十年中机器人辅助立体定向脑成像术(SEEG)的相关数据,并分析手术部位感染的影响因素和经济负担:收集了2014年1月至2023年12月期间所有接受机器人辅助SEEG手术患者的基本信息和手术信息。根据不同的亚组(射频热凝或癫痫切除手术),采用逻辑回归分析 SSI 的影响因素:本研究共纳入242名受试者。癫痫切除手术组的 SSI 风险(18.1%)是射频热凝术组(5.1%)的 3.5 倍(OR 3.49,95% CI 1.39 至 9.05);这一差异具有统计学意义。癫痫切除手术组的 SSI 感染率与较短的手术间隔(≤ 9 天)和较高的体重指数(≥ 23 kg/m2)有关(分别是对照组的 6.1 倍和 5.2 倍)。高血压和入住重症监护室(ICU)是射频热凝组出现 SSI 的风险因素。与未发生SSI的患者相比,发生SSI的患者住院总费用增加了21231美元,住院时间延长了7天,术后住院时间延长了8天:结论:与接受射频热凝术的患者相比,接受立体脑电图检查后进行癫痫切除术的患者SSI发生率更高。对于接受癫痫切除手术的患者,延长立体脑电图检查和癫痫切除手术之间的间隔时间可以降低 SSI 的风险;同时,对于接受射频热凝治疗的患者,如果病情允许,不建议进入重症监护室进行短期观察。
{"title":"The surgical interval between robot-assisted SEEG and epilepsy resection surgery is an influencing factor of SSI.","authors":"Xiaolian Xie, Hongwu Yao, Hulin Zhao, Bowei Liu, Yanling Bai, Huan Li, Yunxi Liu, Mingmei Du","doi":"10.1186/s13756-024-01438-w","DOIUrl":"10.1186/s13756-024-01438-w","url":null,"abstract":"<p><strong>Background: </strong>In recent years, the development of robotic neurosurgery has brought many benefits to patients, but there are few studies on the occurrence of surgical site infection (SSI) after robot-assisted stereoelectroencephalography (SEEG). The purpose of this study was to collect relevant data from robot-assisted SEEG over the past ten years and to analyze the influencing factors and economic burden of surgical site infection.</p><p><strong>Methods: </strong>Basic and surgical information was collected for all patients who underwent robot-assisted SEEG from January 2014 to December 2023. Logistic regression was used to analyze the factors influencing SSI according to different subgroups (radiofrequency thermocoagulation or epilepsy resection surgery).</p><p><strong>Results: </strong>A total of 242 subjects were included in this study. The risk of SSI in the epilepsy resection surgery group (18.1%) was 3.5 times greater than that in the radiofrequency thermocoagulation group (5.1%) (OR 3.49, 95% CI 1.39 to 9.05); this difference was statistically significant. SSI rates in the epilepsy resection surgery group were associated with shorter surgical intervals (≤ 9 days) and higher BMI (≥ 23 kg/m<sup>2</sup>) (6.1 and 5.2 times greater than those in the control group, respectively). Hypertension and admission to the intensive care unit (ICU) were risk factors for SSI in the radiofrequency thermocoagulation group. Patients with SSIs had $21,231 more total hospital costs, a 7-day longer hospital stay, and an 8-day longer postoperative hospital stay than patients without SSI.</p><p><strong>Conclusions: </strong>The incidence of SSI in patients undergoing epilepsy resection after stereoelectroencephalography was higher than that in patients undergoing radiofrequency thermocoagulation. For patients undergoing epilepsy resection surgery, prolonging the interval between stereoelectroencephalography and epilepsy resection surgery can reduce the risk of SSI; At the same time, for patients receiving radiofrequency thermocoagulation treatment, it is not recommended to enter the ICU for short-term observation if the condition permits.</p>","PeriodicalId":7950,"journal":{"name":"Antimicrobial Resistance and Infection Control","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11282661/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141764900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Healthcare workers' knowledge, attitude and practices on infection prevention and control in the context of the COVID-19 pandemic at the Faranah regional hospital and associated healthcare centers, Guinea. 在几内亚法拉纳地区医院和相关医疗中心发生 COVID-19 大流行的情况下,医护人员对预防和控制感染的知识、态度和做法。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-07-18 DOI: 10.1186/s13756-024-01435-z
Lena Landsmann, Anna Borodova, Carlos Rocha, Aziz Amadou Diallo, Kamis Mamadou Diallo, Matthias Borchert, Mardjan Arvand, Mamadou Diallo, Rebekah R Wood, Sophie A Müller

Background: In response to the COVID-19 pandemic, WHO launched a strategic preparedness and response plan, outlining public health measures to support countries worldwide. Healthcare workers have an increased risk of becoming infected and their behaviour regarding infection prevention and control (IPC) influences infection dynamics. IPC strategies are important across the globe, but even more in low-resource settings where capacities for testing and treatment are limited. Our study aimed to assess and implement COVID-19 pandemic preparedness and response measures in Faranah, Guinea, primarily focusing on healthcare workers' IPC knowledge, attitude and practice (KAP).

Methods: The study was conducted between April 2020 and April 2021 assessing IPC pandemic preparedness and response measures such as healthcare workers' KAP, alcohol-based handrub (ABHR) consumption and COVID-19 triaging in the Faranah Regional Hospital and two associated healthcare centres. The assessment was accompanied by IPC training and visual workplace reminders and done in pre- and post- phases to evaluate possible impact of these IPC activities.

Results: The overall knowledge score in the Faranah Regional Hospital was 32.0 out of 44 at baseline, and did not change in the first, but increased significantly by 3.0 points in the second follow-up. The healthcare workers felt closer proximity to SARS-CoV-2 overtime in addition to higher stress levels in all study sites. There was significant improvement across the observed triaging practices. Hand hygiene compliance showed a significant increase across study sites leading to 80% in Faranah Regional Hospital and 63% in healthcare centers. The average consumption of ABHR per consultation was 3.29 mL with a peak in February 2020 of 23 mL.

Conclusion: Despite increased stress levels among HCWs, the ongoing IPC partnership well prepared the FRH in terms of triaging processes with a stronger impact on IPC practice than on theoretical knowledge. Throughout the pandemic, global shortages and surges in consumption did not affect the continuous ABHR provision of the FRH. This highlights local ABHR production as a key pandemic preparedness strategy.

背景:为应对 COVID-19 大流行,世卫组织启动了一项战略准备和应对计划,概述了支持世界各国的公共卫生措施。医护人员受感染的风险增加,他们在感染预防和控制(IPC)方面的行为影响着感染动态。在全球范围内,IPC 战略都很重要,但在检测和治疗能力有限的低资源环境中,IPC 战略就显得更为重要。我们的研究旨在评估和实施几内亚法拉纳的 COVID-19 大流行准备和应对措施,主要关注医护人员的 IPC 知识、态度和实践 (KAP):该研究于 2020 年 4 月至 2021 年 4 月期间进行,评估了法拉纳地区医院和两个相关医疗中心的 IPC 大流行准备和应对措施,如医护人员的 KAP、酒精搓手液 (ABHR) 使用量和 COVID-19 分流。在进行评估的同时,还开展了 IPC 培训和可视化工作场所提醒,并分前后两个阶段进行,以评估这些 IPC 活动可能产生的影响:结果:法拉纳地区医院的总体知识得分在基线时为 32.0 分(满分 44 分),在第一次随访中没有变化,但在第二次随访中显著增加了 3.0 分。所有研究地点的医护人员都感觉到,除了压力水平较高之外,加班时与 SARS-CoV-2 的距离更近。所观察到的分流做法有了明显改善。手部卫生依从性在各研究地点均有显著提高,法拉纳地区医院达到 80%,医疗中心达到 63%。每次就诊的平均 ABHR 消耗量为 3.29 毫升,2020 年 2 月达到 23 毫升的峰值:尽管医护人员的压力增大,但正在进行的 IPC 合作伙伴关系使 FRH 在分流流程方面做好了充分准备,对 IPC 实践的影响大于对理论知识的影响。在整个大流行期间,全球短缺和消费量激增并没有影响到急诊室持续提供 ABHR。这凸显了当地 ABHR 生产是一项关键的大流行病防备战略。
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引用次数: 0
A qualitative, multi-centre approach to the current state of digitalisation and automation of surveillance in infection prevention and control in German hospitals. 以定性、多中心的方式研究德国医院感染预防与控制的数字化和自动化监控现状。
IF 4.8 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-07-18 DOI: 10.1186/s13756-024-01436-y
Michael Eisenmann, Cord Spreckelsen, Vera Rauschenberger, Manuel Krone, Stefanie Kampmeier

Background: Healthcare associated infections (HAI) pose a major threat to healthcare systems resulting in an increased burden of disease. Surveillance plays a key role in rapidly identifying these infections and preventing further transmissions. Alas, in German hospitals, the majority of surveillance efforts have been heavily relying on labour intensive processes like manual chart review. In order to be able to identify further starting points for future digital tools and interventions to aid the surveillance of HAI we aimed to gain an understanding of the current state of digitalisation in the context of the general surveillance organisation in German clinics across all care-levels. The end user perspective of infection prevention and control (IPC) professionals was chosen to identify digital interventions that have the biggest impact on the daily surveillance work routines of IPC professionals. Perceived impediments in the advancement of surveillance digitalisation should be explored.

Methods: Following the development of an interview guideline, eight IPC professionals from seven German hospitals of different care levels were questioned in semi- structured interviews between December 2022 and January 2023. These included questions about general surveillance organisation, access to digital data sources, software to aid the surveillance process as well as current issues in the surveillance process and implementation of software systems. Subsequently, after full transcription, the interview sections were categorized in code categories (first deductive then inductive coding) and analysed qualitatively.

Results: Results were characterised by high heterogeneity in terms of general surveillance organisation and access to digital data sources. Software configuration of hospital and laboratory information systems (HIS/LIS) as well as patient data management systems (PDMS) varied not only between hospitals of different care levels but also between hospitals of the same care level. Outside research projects, neither fully automatic software nor solutions utilising artificial intelligence have currently been implemented in clinical routine in any of the hospitals.

Conclusions: Access to digital data sources and software is increasingly available to aid surveillance of HAI. Nevertheless, surveillance processes in hospitals analysed in this study still heavily rely on manual processes. In the analysed hospitals, there is an implementation and funding gap of (semi-) automatic surveillance solutions in clinical practice, especially in healthcare facilities of lower care levels.

背景:医疗保健相关感染 (HAI) 对医疗保健系统构成重大威胁,导致疾病负担加重。监控在快速识别这些感染和防止进一步传播方面发挥着关键作用。遗憾的是,在德国的医院中,大多数监测工作都严重依赖于人工病历审查等劳动密集型流程。为了能进一步确定未来数字化工具和干预措施的出发点,以帮助对 HAI 进行监控,我们的目标是了解在德国诊所所有护理级别的一般监控组织背景下的数字化现状。我们选择从感染预防与控制(IPC)专业人员的最终用户角度出发,找出对 IPC 专业人员的日常监控工作产生最大影响的数字化干预措施。应探讨在推进监控数字化过程中遇到的障碍:根据访谈指南的制定,在 2022 年 12 月至 2023 年 1 月期间,对来自德国 7 家不同医疗级别医院的 8 名 IPC 专业人员进行了半结构式访谈。访谈内容包括一般监控组织、数字数据源访问、辅助监控流程的软件以及监控流程和软件系统实施中的当前问题。随后,在对访谈内容进行全文转录后,对访谈内容进行编码分类(先演绎后归纳编码)和定性分析:结果:在一般监测组织和获取数字数据源方面,结果具有高度异质性。医院和实验室信息系统(HIS/LIS)以及患者数据管理系统(PDMS)的软件配置不仅在不同医疗级别的医院之间存在差异,而且在同一医疗级别的医院之间也存在差异。除研究项目外,目前还没有任何一家医院在临床常规工作中使用全自动软件或利用人工智能的解决方案:越来越多的数字数据源和软件可用于协助对 HAI 的监控。尽管如此,本研究分析的医院的监测流程仍严重依赖人工操作。在所分析的医院中,(半)自动监控解决方案在临床实践中的实施和资金缺口较大,尤其是在护理水平较低的医疗机构中。
{"title":"A qualitative, multi-centre approach to the current state of digitalisation and automation of surveillance in infection prevention and control in German hospitals.","authors":"Michael Eisenmann, Cord Spreckelsen, Vera Rauschenberger, Manuel Krone, Stefanie Kampmeier","doi":"10.1186/s13756-024-01436-y","DOIUrl":"10.1186/s13756-024-01436-y","url":null,"abstract":"<p><strong>Background: </strong>Healthcare associated infections (HAI) pose a major threat to healthcare systems resulting in an increased burden of disease. Surveillance plays a key role in rapidly identifying these infections and preventing further transmissions. Alas, in German hospitals, the majority of surveillance efforts have been heavily relying on labour intensive processes like manual chart review. In order to be able to identify further starting points for future digital tools and interventions to aid the surveillance of HAI we aimed to gain an understanding of the current state of digitalisation in the context of the general surveillance organisation in German clinics across all care-levels. The end user perspective of infection prevention and control (IPC) professionals was chosen to identify digital interventions that have the biggest impact on the daily surveillance work routines of IPC professionals. Perceived impediments in the advancement of surveillance digitalisation should be explored.</p><p><strong>Methods: </strong>Following the development of an interview guideline, eight IPC professionals from seven German hospitals of different care levels were questioned in semi- structured interviews between December 2022 and January 2023. These included questions about general surveillance organisation, access to digital data sources, software to aid the surveillance process as well as current issues in the surveillance process and implementation of software systems. Subsequently, after full transcription, the interview sections were categorized in code categories (first deductive then inductive coding) and analysed qualitatively.</p><p><strong>Results: </strong>Results were characterised by high heterogeneity in terms of general surveillance organisation and access to digital data sources. Software configuration of hospital and laboratory information systems (HIS/LIS) as well as patient data management systems (PDMS) varied not only between hospitals of different care levels but also between hospitals of the same care level. Outside research projects, neither fully automatic software nor solutions utilising artificial intelligence have currently been implemented in clinical routine in any of the hospitals.</p><p><strong>Conclusions: </strong>Access to digital data sources and software is increasingly available to aid surveillance of HAI. Nevertheless, surveillance processes in hospitals analysed in this study still heavily rely on manual processes. In the analysed hospitals, there is an implementation and funding gap of (semi-) automatic surveillance solutions in clinical practice, especially in healthcare facilities of lower care levels.</p>","PeriodicalId":7950,"journal":{"name":"Antimicrobial Resistance and Infection Control","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11256362/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141632383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Antimicrobial Resistance and Infection Control
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