4.6 Article

Systems Bioinformatics Reveals Possible Relationship between COVID-19 and the Development of Neurological Diseases and Neuropsychiatric Disorders

期刊

VIRUSES-BASEL
卷 14, 期 10, 页码 -

出版社

MDPI
DOI: 10.3390/v14102270

关键词

COVID-19; SARS-CoV-2; neurological diseases; neuropsychiatric disorders; neurodegenerative diseases; molecular mimicry; autoimmunity; epitopes; systems bioinformatics; network biology

类别

资金

  1. Cyprus Institute of Neurology Genetics
  2. TELETHON Cyprus

向作者/读者索取更多资源

COVID-19 is potentially associated with the development of neurological diseases and neuropsychiatric disorders through virus-host protein interactions and molecular mimicry mechanisms. Neurodegenerative diseases are more susceptible to viral modulation than neuropsychiatric disorders. Sequence similarity analysis reveals matching epitopes between SARS-CoV-2 and autoreactive epitopes found in multiple neurological diseases. These findings suggest an increased risk for the development of neurological diseases after COVID-19.
Coronavirus Disease 2019 (COVID-19) is associated with increased incidence of neurological diseases and neuropsychiatric disorders after infection, but how it contributes to their development remains under investigation. Here, we investigate the possible relationship between COVID-19 and the development of ten neurological disorders and three neuropsychiatric disorders by exploring two pathological mechanisms: (i) dysregulation of host biological processes via virus-host protein-protein interactions (PPIs), and (ii) autoreactivity of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epitopes with host self proteins via molecular mimicry. We also identify potential genetic risk factors which in combination with SARS-CoV-2 infection might lead to disease development. Our analysis indicated that neurodegenerative diseases (NDs) have a higher number of disease-associated biological processes that can be modulated by SARS-CoV-2 via virus-host PPIs than neuropsychiatric disorders. The sequence similarity analysis indicated the presence of several matching 5-mer and/or 6-mer linear motifs between SARS-CoV-2 epitopes with autoreactive epitopes found in Alzheimer's Disease (AD), Parkinson's Disease (PD), Myasthenia Gravis (MG) and Multiple Sclerosis (MS). The results include autoreactive epitopes that recognize amyloid-beta precursor protein (APP), microtubule-associated protein tau (MAPT), acetylcholine receptors, glial fibrillary acidic protein (GFAP), neurofilament light polypeptide (NfL) and major myelin proteins. Altogether, our results suggest that there might be an increased risk for the development of NDs after COVID-19 both via autoreactivity and virus-host PPIs.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Biochemistry & Molecular Biology

Investigating the Transition of Pre-Symptomatic to Symptomatic Huntington's Disease Status Based on Omics Data

Christiana C. Christodoulou, Margarita Zachariou, Marios Tomazou, Evangelos Karatzas, Christiana A. Demetriou, Eleni Zamba-Papanicolaou, George M. Spyrou

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2020)

Article Biochemistry & Molecular Biology

Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways

Andrea C. Kakouri, Christina Votsi, Marios Tomazou, George Minadakis, Evangelos Karatzas, Kyproula Christodoulou, George M. Spyrou

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2020)

Review Biochemistry & Molecular Biology

The Potential Relevance of the Microbiome to Hair Physiology and Regeneration: The Emerging Role of Metagenomics

Andria Constantinou, Varvara Kanti, Katarzyna Polak-Witka, Ulrike Blume-Peytavi, George M. Spyrou, Annika Vogt

Summary: Human skin and hair follicles are sites of microbial colonization, with microbiota playing a role in regulating host immune mechanisms and influencing homeostasis and inflammation. Bacteria can impact immune responses by controlling the local inflammatory environment, and shifts in follicular microbiome may be linked to the development of inflammatory skin diseases. Immune privilege maintenance in different regions of the hair follicle is crucial for hair growth and regeneration, with collapse and inflammation characterizing inflammatory hair disorders.

BIOMEDICINES (2021)

Article Biochemistry & Molecular Biology

Dysbiosis and Enhanced Beta-Defensin Production in Hair Follicles of Patients with Lichen Planopilaris and Frontal Fibrosing Alopecia

Andria Constantinou, Katarzyna Polak-Witka, Marios Tomazou, Anastasis Oulas, Varvara Kanti, Rolf Schwarzer, Johannes Helmuth, Anke Edelmann, Ulrike Blume-Peytavi, George M. Spyrou, Annika Vogt

Summary: This study investigated the bacterial composition of scalp skin and hair follicles in patients with FFA, LPP, AAc, and healthy individuals, finding dysbiosis in the bacterial communities of FFA and LPP patients and observed molecular signals associated with increased expression in lesional sites. This suggests the need for further research on the role of exogenous factors and molecular interactions in disease onset and propagation.

BIOMEDICINES (2021)

Article Biochemical Research Methods

Multi-omics data integration and network-based analysis drives a multiplex drug repurposing approach to a shortlist of candidate drugs against COVID-19

Marios Tomazou, Marilena M. Bourdakou, George Minadakis, Margarita Zachariou, Anastasis Oulas, Evangelos Karatzas, Eleni M. Loizidou, Andrea C. Kakouri, Christiana C. Christodoulou, Kyriaki Savva, Maria Zanti, Anna Onisiforou, Sotiroula Afxenti, Jan Richter, Christina G. Christodoulou, Theodoros Kyprianou, George Kolios, Nikolas Dietis, George M. Spyrou

Summary: The SARS-CoV-2 pandemic is considered the most severe global health emergency since the 1918 Influenza outbreak and is expected to become an endemic infectious respiratory disease with seasonal flare-ups. While efforts are being made to develop a vaccine, it is equally important to find effective prevention and treatment options for COVID-19. Developing a multiplex drug repurposing approach based on multi-omics data could offer a rapid mapping and prioritization of drugs against any pathogen-related disease.

BRIEFINGS IN BIOINFORMATICS (2021)

Article Biochemical Research Methods

Identification of viral-mediated pathogenic mechanisms in neurodegenerative diseases using network-based approaches

Anna Onisiforou, George M. Spyrou

Summary: Virus-host protein-protein interactions are critical for viral replication and survival, potentially leading to various complex diseases. Viral-mediated perturbations may play a key role in pathogenic mechanisms of neurodegenerative diseases, highlighting the need for novel therapeutic interventions.

BRIEFINGS IN BIOINFORMATICS (2021)

Article Biochemistry & Molecular Biology

Identifying Novel Osteoarthritis-Associated Genes in Human Cartilage Using a Systematic Meta-Analysis and a Multi-Source Integrated Network

Emily Shorter, Roberto Avelar, Margarita Zachariou, George M. Spyrou, Priyanka Raina, Aibek Smagul, Yalda Ashraf Kharaz, Mandy Peffers, Kasia Goljanek-Whysall, Joao Pedro de Magalhaes, Blandine Poulet

Summary: This study conducted a systematic meta-analysis of differentially expressed mRNA and micro-RNAs to identify and rank osteoarthritis-associated genes and micro-RNAs. Cellular senescence was identified as an enriched pathway, and a co-expression network was built to prioritize the most integral factors. Experimental confirmation revealed five novel osteoarthritis-associated proteins. Focusing future studies on these novel targets may lead to new therapies for osteoarthritis.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2022)

Article Immunology

Immunomodulatory effects of microbiota-derived metabolites at the crossroad of neurodegenerative diseases and viral infection: network-based bioinformatics insights

Anna Onisiforou, George M. Spyrou

Summary: Bidirectional cross-talk between commensal microbiota and the immune system is crucial for regulating immune responses and forming immunological memory. This paper investigates the immunomodulatory effects of microbiota and their influence on immune responses and the development of immunological memory cells. It also explores the role of microbiota in neurodegenerative diseases such as ALS, MS, PD, and AD. The findings suggest the importance of microbiota in modulating the immune response and the potential impact on disease development.

FRONTIERS IN IMMUNOLOGY (2022)

Article Biology

Preliminary In Vitro and In Vivo Insights of In Silico Candidate Repurposed Drugs for Alzheimer's Disease

Kyriaki Savva, Margarita Zachariou, Demos Kynigopoulos, Eleni Fella, Maria-Ioanna Vitali, Xeni Kosofidou, Michail Spyrou, Irene Sargiannidou, Elena Panayiotou, Nikolas Dietis, George M. M. Spyrou

Summary: Alzheimer's disease (AD) is a common neurodegenerative disease with no effective disease modifying treatment. This study tested the effects of top candidate repurposed drugs proposed in previous research on AD in both in vitro and in vivo experiments. Two compounds (clomiphene citrate and Pik-90) showed significant inhibition against the BACE1 enzyme, while tetrabenazine (TBZ) did not produce significant effects in behavioral tests and A beta 40 immunoassay in AD mice. These findings suggest further investigation of clomiphene citrate and Pik-90 as potential treatment options for AD.

LIFE-BASEL (2023)

Article Biochemistry & Molecular Biology

Niclosamide Attenuates Inflammation-Associated Profibrotic Responses in Human Subepithelial Lung Myofibroblasts

Michail Spathakis, Gesthimani Tarapatzi, Eirini Filidou, Leonidas Kandilogiannakis, Evangelos Karatzas, Paschalis Steiropoulos, Dimitrios Mikroulis, George M. Spyrou, Vangelis G. Manolopoulos, George Kolios, Konstantinos Arvanitidis

Summary: Niclosamide, a commonly used helminthicidic drug, has been shown to attenuate the abnormal expression of collagen and fibronectin induced by cytokine stimulation, suggesting its potential as a therapeutic agent against lung fibrosis.

BIOMEDICINES (2023)

Article Chemistry, Medicinal

Selective Delivery to Cardiac Muscle Cells Using Cell-Specific Aptamers

Styliana Philippou, Nikolaos P. Mastroyiannopoulos, Marios Tomazou, Anastasios Oulas, Matthew Ackers-Johnson, Roger S. Foo, George M. Spyrou, Leonidas A. Phylactou

Summary: In vivo SELEX is an advanced method that allows the development of aptamers capable of recognizing targets directly within their natural microenvironment. By modifying the methodology, aptamers can be enriched in specific cardiac cell types, holding great potential as drug delivery vehicles.

PHARMACEUTICALS (2023)

Article Geriatrics & Gerontology

Unraveling the transcriptomic signatures of Parkinson's disease and major depression using single-cell and bulk data

Christiana C. Christodoulou, Anna Onisiforou, Panos Zanos, Eleni Zamba Papanicolaou

Summary: This study compared the molecular characteristics of neural and immune cells in PD and MDD patients, revealing differences in the two diseases. PD patients exhibit neuroinflammation in the cerebral cortex, while brain activity in MDD patients is regulated. Additionally, the expression of certain genes differs significantly in both conditions, which could aid in future diagnostic and therapeutic research.

FRONTIERS IN AGING NEUROSCIENCE (2023)

暂无数据