Division of Infectious Diseases, Nationwide Children's Hospital, Columbus, OH, United States.
Center for Vaccines and Immunity, The Research Institute at Nationwide Children's Hospital, Columbus, OH, United States.
Front Cell Infect Microbiol. 2018 Oct 30;8:382. doi: 10.3389/fcimb.2018.00382. eCollection 2018.
Community-acquired pneumonia (CAP) is a leading cause of hospitalization and mortality in children. Diagnosis remains challenging and there are no reliable tools to objectively risk stratify patients or predict clinical outcomes. Molecular distance to health (MDTH) is a genomic score that measures the global perturbation of the transcriptional profile and may help classify patients by disease severity. We evaluated the value of MDTH to assess disease severity in children hospitalized with CAP. Children hospitalized with CAP and matched healthy controls were enrolled in a prospective observational study. Blood samples were obtained for transcriptome analyses within 24 h of hospitalization. MDTH scores were calculated to assess disease severity and correlated with laboratory markers, such as white blood cell count, c-reactive protein (CRP), and procalcitonin (PCT), and clinical outcomes, including duration of fever and duration of hospitalization (LOS). Univariate and multivariable logistic regression were applied to assess factors associated with LOS and duration of fever after hospitalization. Among children hospitalized with CAP ( = 152), pyogenic bacteria (PB) were detected in 16 (11%), was detected in 41 (28%), respiratory viruses (RV) alone were detected in 78 (51%), and no pathogen was detected in 17 (11%) children. Statistical group comparisons identified 6,726 genes differentially expressed in patients with CAP vs. healthy controls ( = 39). Children with confirmed PB had higher MDTH scores than those with RV ( < 0.05) or ( < 0.01) detected alone. CRP ( = 0.39, < 0.0001), PCT ( = 0.39, < 0.0001), and MDTHs ( = 0.24, < 0.01) correlated with duration of fever, while only MDTHs correlated with LOS ( = 0.33, < 0.0001). Unadjusted analyses showed that both higher CRP and MDTHs were associated with longer LOS (OR 1.04 [1-1.07] and 1.12 [1.04-1.20], respectively), however, only MDTH remained significant when adjusting for other covariates (aOR 1.11 [1.01-1.22]). In children hospitalized with CAP MDTH score measured within 24 h of admission was independently associated with longer duration of hospitalization, regardless of the pathogen detected. This suggests that transcriptional biomarkers may represent a promising approach to assess disease severity in children with CAP.
社区获得性肺炎(CAP)是导致儿童住院和死亡的主要原因。诊断仍然具有挑战性,目前没有可靠的工具来客观地对患者进行风险分层或预测临床结果。分子健康距离(MDTH)是一种基因组评分,可衡量转录谱的整体扰动,并且可能有助于根据疾病严重程度对患者进行分类。我们评估了 MDTH 的价值,以评估因 CAP 住院的儿童的疾病严重程度。
在一项前瞻性观察研究中,纳入了因 CAP 住院的儿童和匹配的健康对照者。在住院后 24 小时内采集血样进行转录组分析。计算 MDTH 评分以评估疾病严重程度,并与白细胞计数、C 反应蛋白(CRP)和降钙素原(PCT)等实验室标志物以及包括发热持续时间和住院时间(LOS)在内的临床结果相关联。应用单变量和多变量逻辑回归评估与 LOS 和住院后发热持续时间相关的因素。
在因 CAP 住院的儿童中(n=152),16 例(11%)检测到化脓性细菌(PB),41 例(28%)检测到病毒(RV),78 例(51%)单独检测到呼吸道病毒,17 例(11%)儿童未检测到病原体。统计组比较确定了 CAP 患者与健康对照者相比差异表达的 6726 个基因(n=39)。与单独检测到 RV 或 相比,经 PB 确诊的患儿的 MDTH 评分更高(P<0.05)。CRP(r=0.39,P<0.0001)、PCT(r=0.39,P<0.0001)和 MDTHs(r=0.24,P<0.01)与发热持续时间相关,而仅 MDTH 与 LOS 相关(r=0.33,P<0.0001)。未调整分析显示,较高的 CRP 和 MDTHs 与 LOS 延长均相关(OR 1.04[1-1.07]和 1.12[1.04-1.20]),但在调整其他协变量后,仅 MDTH 仍有显著相关性(aOR 1.11[1.01-1.22])。
在因 CAP 住院的儿童中,入院后 24 小时内测量的 MDTH 评分与住院时间延长独立相关,而与检测到的病原体无关。这表明转录生物标志物可能是评估 CAP 患儿疾病严重程度的一种很有前途的方法。