Günther Analytics, Vancouver, BC, Canada.
British Columbia Centre for Disease Control, Vancouver, BC, Canada.
Mol Neurobiol. 2019 Jun;56(6):4249-4257. doi: 10.1007/s12035-018-1354-8. Epub 2018 Oct 8.
A random-sequence peptide microarray can interrogate serum antibodies in a broad, unbiased fashion to generate disease-specific immunosignatures. This approach has been applied to cancer detection, diagnosis of infections, and interrogation of vaccine response. We hypothesized that there is an immunosignature specific to ME/CFS and that this could aid in the diagnosis. We studied two subject groups meeting the Canadian Consensus Definition of ME/CFS. ME/CFS (n = 25) and matched control (n = 25) sera were obtained from a Canadian study. ME/CFS (n = 25) sera were obtained from phase 1/2 Norwegian trials (NCT01156909). Sera from six healthy controls from the USA were included in the analysis. Canadian cases and controls were tested for a disease immunosignature. By combining results from unsupervised and supervised analyses, a candidate immunosignature with 654 peptides was able to differentiate ME/CFS from controls. The immunosignature was tested and further refined using the Norwegian and USA samples. This resulted in a 256-peptide immunosignature with the ability to separate ME/CFS cases from controls in the international data sets. We were able to identify a 256-peptide signature that separates ME/CFS samples from healthy controls, suggesting that the hit-and-run hypothesis of immune dysfunction merits further investigation. By extending testing of both our signature and one previously reported in the literature to larger cohorts, and further interrogating the specific peptides we and others have identified, we may deepen our understanding of the origins of ME/CFS and work towards a clinically meaningful diagnostic biomarker.
随机肽微阵列可以广泛、无偏地检测血清抗体,从而产生疾病特异性免疫特征。这种方法已应用于癌症检测、感染诊断和疫苗反应检测。我们假设存在一种特定于肌痛性脑脊髓炎/慢性疲劳综合征(ME/CFS)的免疫特征,这可能有助于诊断。我们研究了两组符合加拿大 ME/CFS 共识定义的受试者。来自加拿大研究的 ME/CFS(n=25)和匹配对照(n=25)血清,以及来自挪威 1/2 期临床试验的 ME/CFS(n=25)血清(NCT01156909)。来自美国的 6 名健康对照者的血清也包括在分析中。对加拿大病例和对照者进行疾病免疫特征检测。通过对无监督和监督分析结果进行组合,能够使用 654 个肽区分 ME/CFS 和对照者。使用挪威和美国的样本对免疫特征进行了测试和进一步优化。这导致了一个 256 个肽的免疫特征,能够将 ME/CFS 病例与国际数据集中的对照者区分开来。我们能够确定一个能够将 ME/CFS 样本与健康对照者区分开来的 256 个肽的特征,这表明免疫功能的“打击-逃离”假说值得进一步研究。通过对我们的特征和文献中报道的另一个特征进行更大样本量的测试,并进一步研究我们和其他人确定的特定肽,我们可能会加深对 ME/CFS 起源的理解,并朝着具有临床意义的诊断生物标志物努力。