Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD.
Chest. 2018 Nov;154(5):1070-1082. doi: 10.1016/j.chest.2018.08.1029. Epub 2018 Aug 23.
We have previously conducted the Sirolimus and Autophagy Inhibition in LAM (SAIL) trial, a phase 1 dose-escalation study of the combination of sirolimus and hydroxychloroquine in patients with lymphangioleiomyomatosis (LAM). The goal of the present study was to analyze sera from the SAIL trial to identify novel biomarkers that could shed light into disease pathogenesis and response to therapy.
We used the DiscoveryMAP platform from Rules Based Medicine to simultaneously measure 279 analytes in sera collected at each visit from subjects enrolled in the SAIL trial. We used longitudinal regression and pathway analysis to examine analyte rate of change and corresponding effect on lung function and to identify networks and potential nodes of interest.
A total of 222 analytes were included in the analysis. We identified 32 analytes that changed over the treatment period of the study. Pathway analysis revealed enrichment in cytokine-receptor interaction and mechanistic/mammalian target of rapamycin-related pathways, in addition to seemingly unrelated processes such as rheumatoid arthritis. Search Tool for the Retrieval of Interacting Genes/Proteins analysis identified two hubs centered around acetyl-CoA carboxylase alpha and beta and coagulation factor II. In addition, we identified vascular endothelial growth factor receptor-3 and CCL21 as molecules significantly associated with changes in FEV during the study period.
We performed a large-scale analyte study in sera of women with LAM and identified potential markers that could be linked to disease pathogenesis, lung injury, and therapeutic response. These data will enable future investigation into the specific roles of these molecules in LAM.
ClinicalTrials.gov; No. NCT01687179; URL: www.clinicaltrials.gov).
我们之前进行了 Sirolimus 和 Autophagy Inhibition in LAM(SAIL)试验,这是一项关于西罗莫司和羟氯喹联合治疗淋巴管平滑肌瘤病(LAM)患者的 1 期剂量递增研究。本研究的目的是分析 SAIL 试验中的血清样本,以确定新的生物标志物,这些标志物可以深入了解疾病的发病机制和对治疗的反应。
我们使用规则医学的 DiscoveryMAP 平台,同时测量了 SAIL 试验中每个访视点采集的血清中的 279 种分析物。我们使用纵向回归和途径分析来检查分析物的变化率及其对肺功能的影响,并识别网络和潜在的感兴趣节点。
共纳入 222 种分析物。我们确定了 32 种在研究治疗期间发生变化的分析物。途径分析显示,细胞因子-受体相互作用和机械性/雷帕霉素靶蛋白相关途径以及类风湿关节炎等看似不相关的过程均有富集。搜索工具检索相互作用基因/蛋白质分析鉴定了两个以乙酰辅酶 A 羧化酶 alpha 和 beta 以及凝血因子 II 为中心的枢纽。此外,我们还发现血管内皮生长因子受体-3 和 CCL21 作为在研究期间与 FEV 变化显著相关的分子。
我们对患有 LAM 的女性的血清进行了大规模的分析物研究,并确定了一些可能与疾病发病机制、肺损伤和治疗反应相关的潜在标志物。这些数据将使我们能够进一步研究这些分子在 LAM 中的具体作用。
ClinicalTrials.gov;编号 NCT01687179;网址:www.clinicaltrials.gov)。