Zhang Jiaying, Lam Sin Man, Ji Shan, Zhang Longyu, Yin Jiming, Sun Haiqing, Mou Danlei, Liang Lianchun, Meng Qinghua, Shui Guanghou, Feng Yingmei
Department of Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, China.
Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China.
Sci Rep. 2025 Jul 1;15(1):22134. doi: 10.1038/s41598-025-04745-3.
Emerging evidence underscores the role of metabolites in immunomodulation. We surmise that specific metabolic signatures might be conserved during repeated Omicron infections. To verify our hypothesis, patients with first (n = 28) and repeated Omicron infections (n = 38) between November 2023 to April 2024 were recruited into this study. Healthy controls (n = 20) were enrolled in the same period. Comprehensive serum metabolome and lipidome were quantitated using mass spectrometric approaches. The neutralizing activity of sera against the pseudotyped Omicron variant JN.1 was determined. Circulating cytokines/chemokines were quantified using a Bioplex Kit Assay. The proportion of severe/moderate infections was 2.9-fold higher in first infection patients compared to reinfection patients (67.9% vs. 23.7%, p = 0.004). Geometric mean titers (GMT) for the Omicron variant JN.1 were higher in moderate/severe infections than mild infections, but non-significant between first and repeated infections. We observed perturbed coregulation between plasma indoles and circulating plasmalogen phospholipids in Omicron-infected patients, while disrupted histidine-triacylglycerol coregulation was specific to first-infections. A panel of three lasso-selected metabolites (SL d18:1/22:0 h, tetra-peptide Pro Tyr Tyr Val, and 1,2,3,4-Tetrahydroisoquinoline) effectively differentiated moderate/severe Omicron infections from mild ones (AUROC at 0.917, 95% CI 0.793-1.000). Our findings highlight modifiable metabolic signatures as possibly new therapeutic interventions against rapidly evolving variants of SARS-CoV-2.
新出现的证据强调了代谢物在免疫调节中的作用。我们推测,在反复感染奥密克戎毒株期间,特定的代谢特征可能是保守的。为了验证我们的假设,我们招募了2023年11月至2024年4月期间首次感染(n = 28)和反复感染奥密克戎毒株(n = 38)的患者参与本研究。同期纳入了健康对照者(n = 20)。使用质谱方法对血清代谢组和脂质组进行了全面定量。测定了血清对假型奥密克戎毒株JN.1的中和活性。使用Bioplex试剂盒测定法对循环细胞因子/趋化因子进行了定量。首次感染患者中重度/中度感染的比例比再次感染患者高2.9倍(67.9%对23.7%,p = 0.004)。奥密克戎毒株JN.1的几何平均滴度(GMT)在中度/重度感染中高于轻度感染,但在首次感染和反复感染之间无显著差异。我们观察到奥密克戎感染患者血浆吲哚与循环缩醛磷脂之间的共调节受到干扰,而组氨酸 - 三酰甘油共调节的破坏则是首次感染所特有的。一组通过套索选择的三种代谢物(SL d18:1/22:0 h、四肽Pro Tyr Tyr Val和1,2,3,4 - 四氢异喹啉)有效地将中度/重度奥密克戎感染与轻度感染区分开来(曲线下面积为0.917,95%置信区间为0.793 - 1.000)。我们的研究结果突出了可改变的代谢特征可能作为针对快速演变的新冠病毒变种的新治疗干预措施。