Related Experiment Video
Updated: Sep 10, 2025

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
Integrated multi-omics characterization across clinically relevant subgroups of long COVID
Jingwen Ai1,2, Jingxin Guo1,2, Ke Lin1
1Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.
Long COVID, or post-acute sequelae of COVID-19, shows distinct multi-omics signatures across patient subgroups. Understanding these diverse PASC profiles is key for developing targeted diagnostic and therapeutic strategies.
Area of Science:
- Immunology
- Genomics
- Metabolomics
- Proteomics
Background:
- Post-acute sequelae of COVID-19 (PASC), commonly known as long COVID, affects a significant number of patients after SARS-CoV-2 infection.
- The heterogeneity of long COVID symptoms and underlying mechanisms presents a challenge for diagnosis and treatment.
Purpose of the Study:
- To investigate the distinct pathophysiological mechanisms and multi-omics signatures of different long COVID subgroups.
- To identify potential biomarkers for diagnosing and understanding the heterogeneity of long COVID.
Main Methods:
- Integrative multi-omics analyses including transcriptomics, proteomics, and metabolomics.
- Characterization of distinct molecular profiles for various long COVID subgroups, such as Multisystemic, Neurological, Cardio cerebral, Musculoskeletal + Systemic, and Cardiopulmonary.
- Identification of general and serum-specific protein biomarkers associated with long COVID and its subgroups.
Main Results:
- Long COVID patients exhibit elevated MAPK pathway activation, which is downregulated in recovered patients.
- Distinct multi-omics signatures were identified for each long COVID subgroup, revealing specific metabolic and signaling pathway alterations.
- Several potential biomarkers, including ABHD17A, CSNK1D, PSME4, SYVN1, CRH, FPGT, CBX6, and RBBP4, were identified for general and subgroup-specific diagnosis.
Conclusions:
- The study provides a shared and distinct pathophysiological explanation for PASC, highlighting its complex and heterogeneous nature.
- The identified multi-omics signatures and biomarkers offer a foundation for future diagnostic tools and targeted therapeutic interventions for long COVID.
Related Concept Videos
Genomics
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Acute Coronary Syndrome III: Diagnostic Studies
Chronic Obstructive Pulmonary Disease
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Chronic Obstructive Pulmonary Disease-I: Introduction

