Bekhbat Mandakh, Ulukaya G Bengü, Bhasin Manoj K, Felger Jennifer C, Miller Andrew H
Department of Psychiatry and Behavioral Sciences, Emory University, GA, 30322, Atlanta, USA.
Department of Biomedical Informatics, Emory University, GA, 30322, Atlanta, USA.
Neurobiol Stress. 2022 May 24;19:100462. doi: 10.1016/j.ynstr.2022.100462. eCollection 2022 Jul.
Inflammation is associated with symptoms of anhedonia, a core feature of major depression (MD). We have shown that MD patients with high inflammation as measured by plasma C-reactive protein (CRP) and anhedonia display gene signatures of metabolic reprograming (e.g., shift to glycolysis) necessary to sustain cellular immune activation. To gain preliminary insight into the immune cell subsets and transcriptomic signatures that underlie increased inflammation and its relationship with behavior in MD at the single-cell (sc) level, herein we conducted scRNA-Seq on peripheral blood mononuclear cells from a subset of medically-stable, unmedicated MD outpatients. Three MD patients with high CRP (>3 mg/L) before and two weeks after anti-inflammatory challenge with the tumor necrosis factor antagonist infliximab and three patients with low CRP (≤3 mg/L) were studied. Cell clusters were identified using a Single Cell Wizard pipeline, followed by pathway analysis. CD14 and CD16 monocytes were more abundant in MD patients with high CRP and were reduced by 29% and 55% respectively after infliximab treatment. Within CD14 and CD16 monocytes, genes upregulated in high CRP patients were enriched for inflammatory (phagocytosis, complement, leukocyte migration) and immunometabolic (hypoxia-inducible factor [HIF]-1, aerobic glycolysis) pathways. Shifts in CD4 T cell subsets included ∼30% and ∼10% lower abundance of CD4 central memory (T) and naïve cells and ∼50% increase in effector memory-like (T) cells in high versus low CRP patients. T cells of high CRP patients displayed downregulation of the oxidative phosphorylation (OXPHOS) pathway, a main energy source in this cell type. Following infliximab, changes in the number of CD14 monocytes and CD4 T cells predicted improvements in anhedonia scores (r = 1.0, p < 0.001). In sum, monocytes and CD4 T cells from MD patients with increased inflammation exhibited immunometabolic reprograming in association with symptoms of anhedonia. These findings are the first step toward determining the cellular and molecular immune pathways associated with inflammatory phenotypes in MD, which may lead to novel immunomodulatory treatments of psychiatric illnesses with increased inflammation.
炎症与快感缺失症状相关,快感缺失是重度抑郁症(MD)的核心特征。我们已经表明,血浆C反应蛋白(CRP)测量显示炎症水平高且有快感缺失的MD患者表现出维持细胞免疫激活所必需的代谢重编程基因特征(例如,向糖酵解转变)。为了在单细胞(sc)水平上初步了解炎症增加及其与MD行为关系背后的免疫细胞亚群和转录组特征,我们在此对一部分病情稳定、未用药的MD门诊患者的外周血单核细胞进行了scRNA测序。研究了3名在使用肿瘤坏死因子拮抗剂英夫利昔单抗进行抗炎挑战前和挑战后两周CRP水平高(>3mg/L)的MD患者以及3名CRP水平低(≤3mg/L)的患者。使用单细胞向导流程识别细胞簇,随后进行通路分析。在CRP水平高的MD患者中,CD14和CD16单核细胞更为丰富,英夫利昔单抗治疗后分别减少了29%和55%。在CD14和CD16单核细胞内,CRP水平高的患者中上调的基因在炎症(吞噬作用、补体、白细胞迁移)和免疫代谢(缺氧诱导因子[HIF]-1、有氧糖酵解)通路中富集。CD4 T细胞亚群的变化包括,与CRP水平低的患者相比,CRP水平高的患者中CD4中央记忆(T)细胞和初始细胞的丰度分别降低约30%和10%,效应记忆样(T)细胞增加约50%。CRP水平高的患者的T细胞表现出氧化磷酸化(OXPHOS)通路的下调,OXPHOS通路是这种细胞类型的主要能量来源。英夫利昔单抗治疗后,CD14单核细胞和CD4 T细胞数量的变化预示着快感缺失评分的改善(r = 1.0,p < 0.001)。总之,炎症增加的MD患者的单核细胞和CD4 T细胞表现出与快感缺失症状相关的免疫代谢重编程。这些发现是确定与MD炎症表型相关的细胞和分子免疫通路的第一步,这可能会带来针对炎症增加的精神疾病的新型免疫调节治疗方法。