Karisola Piia, Kanerva Mari, Vuokko Aki, Liira Helena, Wang Shuyuan, Kvarnström Kirsi, Varonen Mikko, Suojalehto Hille, Alenius Harri
Human Microbiome (HUMI) Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Department of Infection Control, TYKS Turku University Hospital, The Wellbeing Services County of Southwest Finland, Turku, Finland.
Front Immunol. 2025 Mar 21;16:1500997. doi: 10.3389/fimmu.2025.1500997. eCollection 2025.
The mechanisms underlying persistent symptoms after non-severe COVID-19 remain unclear. This study aimed to investigate transcriptomic changes in peripheral blood cells of patients with post-COVID-19 condition (PCC) and assess if distinct clinical subtypes with specific gene signatures could be identified.
The cohort included 111 PCC patients from the SARS-CoV-2 Omicron variant era, with 57 recovered (Recov) and 54 having prolonged symptoms indicative of PCC. The results were compared to 63 healthy controls (Ctrl) without known SARS-CoV-2 infection. Clinical data included patient assessments, laboratory results, comorbidities, and questionnaires on quality of life and functioning. Transcriptomic analysis and cellular deconvolution methods were used on total RNA from peripheral blood mononuclear cells (PBMCs).
PCC patients had more comorbidities (mean 1.3) and more frequently (59%) at least one comorbidity than recovered patients (31%) and controls (24%). Overall, past COVID-19 illness or current PCC symptoms caused minimal changes in the blood cell transcriptome, with only 3-6 differentially expressed genes (DEGs) identified across comparisons. However, a subset of male PCC patients exhibited an increased fraction of deconvoluted erythroblasts and significant genome-wide gene expression changes, with 399 DEGs compared to recovered and control males. These genes were enriched in pathways related to heme metabolism and gas exchange in erythrocytes.
Persistent symptoms in PCC are multifactorial and not directly linked to peripheral blood cell gene expression changes. However, a subgroup of male PCC patients shows distinct erythrocyte responses that may contribute to long-term symptoms.
非重症新型冠状病毒肺炎(COVID-19)后持续症状的潜在机制尚不清楚。本研究旨在调查新型冠状病毒肺炎康复后状况(PCC)患者外周血细胞的转录组变化,并评估是否可以识别出具有特定基因特征的不同临床亚型。
该队列包括111名来自严重急性呼吸综合征冠状病毒2(SARS-CoV-2)奥密克戎变异株流行时期的PCC患者,其中57名已康复(Recov),54名有持续症状提示为PCC。将结果与63名无SARS-CoV-2感染史的健康对照(Ctrl)进行比较。临床数据包括患者评估、实验室检查结果、合并症以及生活质量和功能问卷。对外周血单核细胞(PBMC)的总RNA进行转录组分析和细胞反卷积方法。
PCC患者的合并症更多(平均1.3种),至少有一种合并症的比例更高(59%),高于康复患者(31%)和对照(24%)。总体而言,既往COVID-19病史或当前PCC症状对外周血细胞转录组的影响极小,在各比较中仅鉴定出3-6个差异表达基因(DEG)。然而,一部分男性PCC患者表现出反卷积红细胞比例增加以及全基因组显著的基因表达变化,与康复男性和对照男性相比有399个DEG。这些基因在与血红素代谢和红细胞气体交换相关的通路中富集。
PCC的持续症状是多因素的,与外周血细胞基因表达变化无直接关联。然而,一部分男性PCC患者表现出独特的红细胞反应,这可能导致长期症状。