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Causal associations between severe COVID-19 and diseases of seven organs: a proteome-wide mendelian randomization
Yunhan Shen1, Yi Zhang2, Ye-Yang Xu3
1College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China.
Insights
Severe COVID-19 is linked to multiple organ diseases, including thyroid conditions. This Mendelian randomization study identified potential protein targets like SOD2 and TEK for future therapeutic development.
Area of Science:
- Genetics
- Immunology
- Epidemiology
Background:
- The COVID-19 pandemic presents a significant global health challenge.
- Existing research indicates links between severe COVID-19 and multi-organ diseases, but causal mechanisms remain unclear.
Purpose of the Study:
- To investigate the causal relationship between severe COVID-19 and diseases affecting seven organs using a proteome-wide Mendelian randomization approach.
- To identify potential protein biomarkers and drug targets associated with severe COVID-19 and organ dysfunction.
Main Methods:
- A proteome-wide Mendelian randomization study was performed using GWAS summary statistics for severe COVID-19 and diseases of the lung, spleen, liver, heart, kidney, testis, and thyroid in European ancestry.
- Primary analysis employed the radial inverse variance-weighted (radial IVW) method, with supporting analyses using inverse variance-weighted (IVW), weighted-median (WM), and MR-Egger methods.
- Phenotype scanning and sensitivity analyses were conducted to ensure result robustness.
Main Results:
- Confirmed associations between severe COVID-19 and specific organ-related diseases, notably Hypothyroidism, strict autoimmune (HTCBSA), Thyroid disorders (TD), and Graves' disease (GD).
- Identified proteins Superoxide Dismutase 2 (SOD2) and TEK Receptor Tyrosine Kinase (TEK) as potentially associated with organ-related diseases and severe COVID-19.
- These identified proteins represent potential therapeutic targets for managing COVID-19 complications.
Conclusions:
- This study provides robust evidence supporting the link between severe COVID-19 and various organ-specific diseases, particularly thyroid conditions.
- The findings highlight SOD2 and TEK as promising targets for further research into therapeutic interventions for COVID-19-related organ damage.
Abstract:
The coronavirus disease 2019 (COVID-19) pandemic poses an enormous threat to public health worldwide. Many retrospective studies and case reports to date have shown associations between severe COVID-19 and diseases of multi-organs. However, the research on the causal mechanisms behind this phenomenon is neither extensive nor comprehensive. We conducted a proteome-wide Mendelian randomization (MR) study using summary statistics from a Genome-Wide Association Studies (GWAS) of severe COVID-19 and diseases related to seven organs: lung, spleen, liver, heart, kidney, testis, and thyroid, based on the European ancestry. The primary analytical method used is the radial inverse variance-weighted (radial IVW) method, supplemented with the inverse variance-weighted (IVW), weighted-median (WM), MR-Egger methods. Our findings have confirmed the association between severe COVID-19 and multiple organ-related diseases, such as Hypothyroidism, strict autoimmune (HTCBSA), Thyroid disorders (TD), and Graves' disease (GD). And we have also identified certain proteins that are associated with organ-related diseases, such as Superoxide Dismutase 2 (SOD2) and TEK Receptor Tyrosine Kinase (TEK), which are also considered potential drug targets. Phenotype scanning and sensitivity analyses were implemented to consolidate the results for Mendelian randomization. This study provides a compelling foundation for investigating COVID-19 caused diseases in future studies.
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