White Eric S, Xia Meng, Murray Susan, Dyal Rachel, Flaherty Candace M, Flaherty Kevin R, Moore Bethany B, Cheng Ling, Doyle Tracy J, Villalba Julian, Dellaripa Paul F, Rosas Ivan O, Kurtis Jonathan D, Martinez Fernando J
1 Division of Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor, Michigan.
2 Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, Michigan.
Am J Respir Crit Care Med. 2016 Nov 15;194(10):1242-1251. doi: 10.1164/rccm.201505-0862OC.
Idiopathic pulmonary fibrosis (IPF) is a progressive, fatal interstitial lung disease (ILD) characterized by abnormal extracellular matrix (ECM) remodeling. We hypothesized that ECM remodeling might result in a plasma profile of proteins specific for IPF that could distinguish patients with IPF from other idiopathic ILDs.
To identify biomarkers that might assist in distinguishing IPF from non-IPF ILD.
We developed a panel of 35 ECM, ECM-related, and lung-specific analytes measured in plasma from 86 patients with IPF (derivation cohort) and in 63 patients with IPF (validation cohort). Comparison groups included patients with rheumatoid arthritis-associated ILD (RA-ILD; n = 33), patients with alternative idiopathic ILDs (a-ILD; n = 41), and healthy control subjects (n = 127). Univariable and multivariable logistic regression models identified biomarkers that differentiated patients with IPF from those with a-ILD. Both continuous and diagnostic threshold versions of biomarkers were considered; thresholds were chosen to maximize summed diagnostic sensitivity and specificity in univariate receiver-operating characteristic curve analysis. A diagnostic score was created from the most promising analytes.
Plasma surfactant protein (SP)-D > 31 ng/ml, matrix metalloproteinase (MMP)-7 > 1.75 ng/ml, and osteopontin > 6 ng/ml each significantly distinguished patients with IPF from patients with a-ILD, both individually and in a combined index. The odds ratio for IPF when at least one analyte in the index exceeded the threshold was 4.4 (95% confidence interval, 2.0-9.7; P = 0.0003). When at least two analytes were elevated, the odds ratio for IPF increased to 5.0 (95% confidence interval, 2.2-11.5; P = 0.0002).
A biomarker index of SP-D, MMP-7, and osteopontin enhanced diagnostic accuracy in patients with IPF compared with those with non-IPF ILD. Our data suggest that this biomarker index may improve diagnostic confidence in IPF.
特发性肺纤维化(IPF)是一种进行性、致命的间质性肺病(ILD),其特征为细胞外基质(ECM)重塑异常。我们推测ECM重塑可能导致IPF特有的血浆蛋白谱,从而能够将IPF患者与其他特发性ILD患者区分开来。
识别可能有助于区分IPF与非IPF ILD的生物标志物。
我们开发了一组包含35种ECM、ECM相关和肺特异性分析物的检测方法,这些分析物在86例IPF患者(推导队列)和63例IPF患者(验证队列)的血浆中进行测量。比较组包括类风湿关节炎相关ILD患者(RA-ILD;n = 33)、其他特发性ILD患者(a-ILD;n = 41)和健康对照者(n = 127)。单变量和多变量逻辑回归模型确定了能够区分IPF患者与a-ILD患者的生物标志物。同时考虑了生物标志物的连续版本和诊断阈值版本;通过单变量受试者操作特征曲线分析选择阈值,以使综合诊断敏感性和特异性最大化。根据最有前景的分析物创建了一个诊断评分。
血浆表面活性蛋白(SP)-D>31 ng/ml、基质金属蛋白酶(MMP)-7>1.75 ng/ml和骨桥蛋白>6 ng/ml,无论是单独还是在综合指标中,均能显著区分IPF患者与a-ILD患者。当指标中至少一种分析物超过阈值时,IPF的比值比为4.4(95%置信区间,2.0-9.7;P = 0.0003)。当至少两种分析物升高时,IPF的比值比增加到5.0(95%置信区间,2.2-11.5;P = 0.0002)。
与非IPF ILD患者相比,SP-D、MMP-7和骨桥蛋白的生物标志物指数提高了IPF患者的诊断准确性。我们的数据表明,该生物标志物指数可能会提高IPF的诊断可信度。