Ray Michael J, Lin Michael Y, Weinstein Robert A, Trick William E
Division of Patient Safety and Quality, Illinois Department of Public Health.
Rush University Medical Center.
Clin Infect Dis. 2016 Oct 1;63(7):889-93. doi: 10.1093/cid/ciw461. Epub 2016 Aug 2.
Carbapenem-resistant Enterobacteriaceae (CRE) spread regionally throughout healthcare facilities through patient transfer and cause difficult-to-treat infections. We developed a state-wide patient-sharing matrix and applied social network analyses to determine whether greater connectedness (centrality) to other healthcare facilities and greater patient sharing with long-term acute care hospitals (LTACHs) predicted higher facility CRE rates.
We combined CRE case information from the Illinois extensively drug-resistant organism registry with measures of centrality calculated from a state-wide hospital discharge dataset to predict facility-level CRE rates, adjusting for hospital size and geographic characteristics.
Higher CRE rates were observed among facilities with greater patient sharing, as measured by degree centrality. Each additional hospital connection (unit of degree) conferred a 6% increase in CRE rate in rural facilities (relative risk [RR] = 1.056; 95% confidence interval [CI], 1.030-1.082) and a 3% increase among Chicagoland and non-Chicago urban facilities (RR = 1.027; 95% CI, 1.002-1.052 and RR = 1.025; 95% CI, 1.002-1.048, respectively). Sharing 4 or more patients with LTACHs was associated with higher CRE rates, but this association may have been due to chance (RR = 2.08; 95% CI, .85-5.08; P = .11).
Hospitals with greater connectedness to other hospitals in a statewide patient-sharing network had higher CRE burden. Centrality had a greater effect on CRE rates in rural counties, which do not have LTACHs. Social network analysis likely identifies hospitals at higher risk of CRE exposure, enabling focused clinical and public health interventions.
耐碳青霉烯类肠杆菌科细菌(CRE)通过患者转移在医疗机构中区域性传播,并导致难以治疗的感染。我们开发了一个全州范围的患者共享矩阵,并应用社会网络分析来确定与其他医疗机构的更高连通性(中心性)以及与长期急性护理医院(LTACHs)的更多患者共享是否预示着更高的机构CRE感染率。
我们将来自伊利诺伊州广泛耐药生物体登记处的CRE病例信息与根据全州医院出院数据集计算的中心性指标相结合,以预测机构层面的CRE感染率,并对医院规模和地理特征进行了调整。
以度中心性衡量,在患者共享更多的机构中观察到更高的CRE感染率。每增加一个医院连接(度单位),农村机构的CRE感染率增加6%(相对风险[RR]=1.056;95%置信区间[CI],1.030 - 1.082),芝加哥地区和非芝加哥城市机构增加3%(RR分别为1.027;95%CI,1.002 - 1.052和RR = 1.025;95%CI,1.002 - 1.048)。与LTACHs共享4名或更多患者与更高的CRE感染率相关,但这种关联可能是偶然的(RR = 2.08;95%CI,0.85 - 5.08;P = 0.11)。
在全州范围的患者共享网络中与其他医院连通性更高的医院,其CRE负担更高。中心性对没有LTACHs的农村县的CRE感染率影响更大。社会网络分析可能识别出CRE暴露风险较高的医院,从而能够进行有针对性的临床和公共卫生干预。