1
|
Francesca D, Rosalinda DG, Luca D, Rizzo B, Matteo B, Eveljn S, Viola C, Giovanni C, Susanna Z, Orietta P, Stella G. Cross-tissue MiRNA profiling of extracellular vesicles and PBMCs from amyotrophic lateral sclerosis patients. Sci Rep 2025; 15:14976. [PMID: 40301571 PMCID: PMC12041334 DOI: 10.1038/s41598-025-99206-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 04/17/2025] [Indexed: 05/01/2025] Open
Abstract
RNA-mediated toxicity, which can be controlled by alteration of gene expression, is considered a key event in Amyotrophic Lateral Sclerosis (ALS). Transcriptomic deregulation of miRNAs expression can spread via "horizontal" RNA transfer through extracellular vesicles (EVs) to act in conjunction with proteins, leading to changes in mRNA, which can provide early signals to indicate forthcoming neuropathological changes in the brain. The aim of this work is to compare expression profiles (obtained by miRNA-seq) from different tissues to highlight commonly expressed and tissue-specific miRNAs. miRNA species from plasma EVs were correlated with miRNA profiles obtained from peripheral blood mononuclear cells (PBMCs). Each tissue from ALS patients was compared to controls, revealing 159 deregulated (DE) miRNAs in Exosomes (EXOs), 247 DE miRNAs in PBMCs and 162 DE miRNAs in Microvesicles (MVs). Next, data were filtered to include only miRNAs expressed in disease samples (not in healthy subjects), to reduce the number of tissue- and ALS- specific miRNAs (EXO n = 22, MV = 11, PBMCs n = 8). We identified specific miRNAs and pathways related to each tissue. Interestingly, in PBMCs we found mainly neuro-linked pathways, such as neurotransmitters, brain and neuron development, while in EXOs, we found miRNAs implicated in MAPK and ERB signaling. In contrast, the altered pathways in MVs were not specific. This study shows that the composition of small RNA differs significantly between blood cells and its respective EVs fraction. Differentially expressed miRNAs can target definite transcripts in different cellular and molecular fractions. It is evident that, in terms of miRNAs cargo, MVs are not specific to ALS. Therefore, future studies will focus on the interaction between cells and EXOs.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Camilla Viola
- IRCCS Mondino Foundation, Pavia, Italy
- University of Pavia, Pavia, Italy
| | | | | | | | | |
Collapse
|
2
|
Hou X, Jiang J, Deng M. Exploring epigenetic modifications as potential biomarkers and therapeutic targets in amyotrophic lateral sclerosis. J Neurol 2025; 272:304. [PMID: 40169452 DOI: 10.1007/s00415-025-13028-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Revised: 03/09/2025] [Accepted: 03/11/2025] [Indexed: 04/03/2025]
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder and the most common motor neuron disease. Whole-genome sequencing has identified many novel ALS-associated genes, but genetics alone cannot fully explain the onset of ALS and an effective treatment is still lacking. Moreover, we need more biomarkers for accurate diagnosis and assessment of disease prognosis. Epigenetics, which includes DNA methylation and hydroxymethylation, histone modifications, chromatin remodeling, and non-coding RNAs, influences gene transcription and expression by affecting chromatin accessibility and transcription factor binding without altering genetic information. These processes play a role in the onset and progression of ALS. Epigenetic targets can serve as potential biomarkers and more importantly, the reversibility of epigenetic changes supports their potential role as versatile therapeutic targets in ALS. This review summarized the alterations in different epigenetic modulations in ALS. Additionally, given the close association between aberrant metabolic profiles characterized by hypoxia and high glycolytic metabolism in ALS and epigenetic changes, we also integrate epigenetics with metabolomics. Finally, we discuss the application of therapies based on epigenetic mechanisms in ALS. Our data integration helps to identify potential diagnostic and prognostic biomarkers and support the development of new effective therapies.
Collapse
Affiliation(s)
- XiaoTong Hou
- Institute of Medical Innovation and Research, Peking University Third Hospital, No. 49, North Garden Road, HaiDian District, Beijing, China
| | - JingSi Jiang
- Institute of Medical Innovation and Research, Peking University Third Hospital, No. 49, North Garden Road, HaiDian District, Beijing, China
| | - Min Deng
- Institute of Medical Innovation and Research, Peking University Third Hospital, No. 49, North Garden Road, HaiDian District, Beijing, China.
| |
Collapse
|
3
|
Al Ojaimi Y, Vallet N, Dangoumau A, Lanznaster D, Bruno C, Lefevre A, Osman S, Dupuy C, Emond P, Vourc'h P, Corcia P, Krupova Z, Veyrat-Durebex C, Blasco H. Metabolomic and Proteomic Profiling of Serum-Derived Extracellular Vesicles from Early-Stage Amyotrophic Lateral Sclerosis Patients. J Mol Neurosci 2025; 75:21. [PMID: 39954028 DOI: 10.1007/s12031-025-02315-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 02/06/2025] [Indexed: 02/17/2025]
Abstract
The identification of reliable biomarkers for amyotrophic lateral sclerosis (ALS) is an unmet medical need for the development of diagnostic and therapeutic strategies. Brain-derived extracellular vesicles (EVs) have been described in peripheral blood serum and used as a direct readout of the status of the central nervous system. Here, we aimed to explore exosome-enriched EVs (referred to simply as EVs) from ALS patients via omics analysis at an early disease stage. Serum EVs were obtained from 9 healthy controls and 9 ALS patients. After EV purification, proteomic (LC‒MS/MS followed by TimsTOF Pro Mass Spectrometry) and metabolomic (Q Exactive mass spectrometer) analyses were performed. No differences in the size or concentration of EVs were observed between the controls and ALS patients. Proteomic analysis revealed 45 proteins differentially expressed in the EVs of ALS patients compared with those of controls. Metabolomic analysis revealed several distinctly represented metabolites involved in the citrate cycle and complex lipid metabolism between patients and controls. Interomics correlation analysis revealed 2 modules that were strongly associated with ALS and included several lipid metabolism-related proteins and metabolites. This study is the first to evaluate EVs by integrated proteomics and metabolomics in early-stage ALS patients, highlighting the technological progress in global inter-omics explorations of small biological samples. The differences observed in the levels of several exosomal proteins and metabolites, including phospholipids, could be used to identify serum biomarkers and novel players involved in ALS pathogenesis.
Collapse
Affiliation(s)
- Yara Al Ojaimi
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France.
| | - Nicolas Vallet
- Hematology and Cell Therapy Department, U1069 N2COx, Tours University Hospital, INSERM, Tours, France
| | - Audrey Dangoumau
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
| | - Débora Lanznaster
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
| | - Clement Bruno
- Laboratoire de Biochimie Et Biologie Moléculaire, CHRU Tours, Tours, France
| | - Antoine Lefevre
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Département de Métabolomique de PST-ASB, METABOHUB, Université de Tours, Tours, France
| | - Samira Osman
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
| | - Camille Dupuy
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Département de Métabolomique de PST-ASB, METABOHUB, Université de Tours, Tours, France
| | - Patrick Emond
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Département de Métabolomique de PST-ASB, METABOHUB, Université de Tours, Tours, France
| | - Patrick Vourc'h
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Laboratoire de Biochimie Et Biologie Moléculaire, CHRU Tours, Tours, France
| | - Philippe Corcia
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Service de Neurologie, CHRU Tours, Tours, France
| | | | - Charlotte Veyrat-Durebex
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Laboratoire de Biochimie Et Biologie Moléculaire, CHRU Tours, Tours, France
| | - Hélène Blasco
- INSERM, Imaging Brain & Neuropsychiatry iBraiN U1253, Université de Tours, 37032, Tours, France
- Laboratoire de Biochimie Et Biologie Moléculaire, CHRU Tours, Tours, France
- Département de Métabolomique de PST-ASB, METABOHUB, Université de Tours, Tours, France
| |
Collapse
|
4
|
Mustafin RN. Role of Retroelements in Frontotemporal Dementia Development. Front Biosci (Schol Ed) 2025; 17:25922. [PMID: 40150869 DOI: 10.31083/fbs25922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 11/01/2024] [Accepted: 11/14/2024] [Indexed: 03/29/2025]
Abstract
Frontotemporal dementia (FTD) develops in proteinopathies involving TDP-43 (transactive response DNA-binding protein 43 kDa), tau, and FUS (fused in sarcoma) proteins, which possess antiviral properties and exert inhibitory effects on human transposable elements. Viruses and aging have been suggested to trigger FTD by activating specific retroelements. FTD is associated with multiple single nucleotide polymorphisms (SNPs), most located in intergenic and regulatory regions where many transposable element genes are found. Therefore, genetic predisposition to FTD may influence the interaction between retroelements and the TDP-43, tau, and FUS proteins, causing pathological conformation changes and aggregate formation. Subsequently, these aggregates lose their ability to inhibit retroelements, leading to the activation of transposable elements. This creates a harmful negative feedback loop in which TDP-43, tau, and FUS protein expressions are further enhanced by retroelement transcripts and proteins, resulting in protein aggregate accumulation and pathological disease progression. Hence, epigenetic inhibition of pathologically activated retroelements using micro-ribonucleic acids (microRNAs) derived from transposable elements has been proposed as a potential treatment for FTD. Finally, a review of the current scientific literature identified 13 appropriate microRNAs (miR-1246, -181c, -330, -345-5p, -361, -548a-3p, -548b-5p, -548c-5p, -571, -588, -659-3p, -708-3p, -887).
Collapse
Affiliation(s)
- Rustam Nailevich Mustafin
- Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| |
Collapse
|
5
|
Kumari S, Lausted C, Scherler K, Ng AHC, Lu Y, Lee I, Hood L, Wang K. Approaches and Challenges in Characterizing the Molecular Content of Extracellular Vesicles for Biomarker Discovery. Biomolecules 2024; 14:1599. [PMID: 39766306 PMCID: PMC11674167 DOI: 10.3390/biom14121599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 12/04/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Extracellular vesicles (EVs) are lipid bilayer nanoparticles released from all known cells and are involved in cell-to-cell communication via their molecular content. EVs have been found in all tissues and body fluids, carrying a variety of biomolecules, including DNA, RNA, proteins, metabolites, and lipids, offering insights into cellular and pathophysiological conditions. Despite the emergence of EVs and their molecular contents as important biological indicators, it remains difficult to explore EV-mediated biological processes due to their small size and heterogeneity and the technical challenges in characterizing their molecular content. EV-associated small RNAs, especially microRNAs, have been extensively studied. However, other less characterized RNAs, including protein-coding mRNAs, long noncoding RNAs, circular RNAs, and tRNAs, have also been found in EVs. Furthermore, the EV-associated proteins can be used to distinguish different types of EVs. The spectrum of EV-associated RNAs, as well as proteins, may be associated with different pathophysiological conditions. Therefore, the ability to comprehensively characterize EVs' molecular content is critical for understanding their biological function and potential applications in disease diagnosis. Here, we set out to provide an overview of EV-associated RNAs and proteins as well as approaches currently being used to characterize them.
Collapse
Affiliation(s)
- Suman Kumari
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| | - Christopher Lausted
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| | - Kelsey Scherler
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| | - Alphonsus H. C. Ng
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT 84112, USA; (A.H.C.N.); (Y.L.)
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT 84112, USA
| | - Yue Lu
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT 84112, USA; (A.H.C.N.); (Y.L.)
| | - Inyoul Lee
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| | - Leroy Hood
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| | - Kai Wang
- Institute for Systems Biology, Seattle, WA 98109, USA; (S.K.); (C.L.); (K.S.); (L.H.)
| |
Collapse
|
6
|
Wiersema AF, Rennenberg A, Smith G, Varderidou-Minasian S, Pasterkamp RJ. Shared and distinct changes in the molecular cargo of extracellular vesicles in different neurodegenerative diseases. Cell Mol Life Sci 2024; 81:479. [PMID: 39627617 PMCID: PMC11615177 DOI: 10.1007/s00018-024-05522-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/18/2024] [Accepted: 11/18/2024] [Indexed: 12/06/2024]
Abstract
Neurodegenerative disorders such as Alzheimer's disease (AD), amyotrophic lateral sclerosis (ALS) and Parkinson's disease (PD) affect millions of people worldwide. Curative treatment for these neurodegenerative disorders is still lacking and therefore a further understanding of their cause and progression is urgently needed. Extracellular vesicles (EVs) are nanosized vesicles loaded with cargo, such as proteins and miRNAs, that are released by cells and play an important role in intercellular communication. Intercellular communication through EVs can contribute to the spread of pathological proteins, such as amyloid-beta and tau, or cause pathogenesis through other mechanisms. In addition, EVs may serve as potential biomarkers for diagnosis and for monitoring disease progression. In this review, we summarize and discuss recent advances in our understanding of the role of EVs in AD, ALS an PD with an emphasis on dysregulated cargo in each disease. We highlight shared dysregulated cargo between these diseases, discuss underlying pathways, and outline future implications for therapeutic strategies.
Collapse
Affiliation(s)
- Anna F Wiersema
- Department of Translational Neuroscience, University Medical Center Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Alyssa Rennenberg
- Department of Translational Neuroscience, University Medical Center Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Grace Smith
- Department of Translational Neuroscience, University Medical Center Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Suzy Varderidou-Minasian
- Department of Translational Neuroscience, University Medical Center Brain Center, Utrecht University, Utrecht, The Netherlands
| | - R Jeroen Pasterkamp
- Department of Translational Neuroscience, University Medical Center Brain Center, Utrecht University, Utrecht, The Netherlands.
| |
Collapse
|
7
|
Ueno Y, Morishima Y, Hata T, Shindo A, Murata H, Saito T, Nakamura Y, Shindo K. Current progress in microRNA profiling of circulating extracellular vesicles in amyotrophic lateral sclerosis: A systematic review. Neurobiol Dis 2024; 200:106639. [PMID: 39168358 DOI: 10.1016/j.nbd.2024.106639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 08/09/2024] [Accepted: 08/16/2024] [Indexed: 08/23/2024] Open
Abstract
INTRODUCTION Amyotrophic lateral sclerosis (ALS) is a devastating neurodegenerative disease affecting upper and lower motor neurons, leading to death resulting mainly from respiratory failure, for which there is currently no curative treatment. Underlying pathological mechanisms for the development of ALS are diverse and have yet to be elucidated. Non-invasive testing to isolate circulating molecules including microRNA to diagnose ALS has been reported, but circulating extracellular vesicle (EV)-derived microRNA has not been fully studied in the ALS population. METHODS A systematic literature review to explore studies investigating the profile of microRNAs in EVs from blood samples of ALS patients was carried out according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guideline. RESULTS Eleven studies including a total of 263 patients with ALS were included in the present systematic review. The majority of patients had sporadic ALS, though a small number of patients with ALS having genetic mutations were included. Seven studies used plasma-derived EVs, and the remaining four studies used serum-derived EVs. RNA sequencing or microarrays were used in eight studies, and quantitative PCR was used in eight studies, of which five studies used RNA sequencing or microarrays for screening and quantitative PCR for validation. There was overlap of miR-199a-3p and miR-199a-5p in three studies. CONCLUSIONS Overall, the systematic review addressed the current advances in the profiling of microRNAs in circulating EVs of ALS patients. Blood samples, isolation of EVs, and microRNA analysis were diverse. Although there was an overlap of miR-199a-3p and miR-199a-5p, collection of further evidence is warranted.
Collapse
Affiliation(s)
- Yuji Ueno
- Department of Neurology, University of Yamanashi, Chuo, Japan.
| | - Yuto Morishima
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Takanori Hata
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Atsuhiko Shindo
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Hiroaki Murata
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Tatsuya Saito
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Yuki Nakamura
- Department of Neurology, University of Yamanashi, Chuo, Japan
| | - Kazumasa Shindo
- Department of Neurology, University of Yamanashi, Chuo, Japan
| |
Collapse
|
8
|
Kajitani GS, Xavier G, Villena-Rueda BE, Karia BTR, Santoro ML. Extracellular vesicles in neurodegenerative, mental, and other neurological disorders: Perspectives into mechanisms, biomarker potential, and therapeutic implications. CURRENT TOPICS IN MEMBRANES 2024; 94:299-336. [PMID: 39370211 DOI: 10.1016/bs.ctm.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
Extracellular vesicles (EVs) are produced, secreted, and targeted by most human cells, including cells that compose nervous system tissues. EVs carry several types of biomolecules, such as lipids, proteins and microRNA, and can function as signaling agents in physiological and pathological processes. In this chapter, we will focus on EVs and their cargo secreted by brain cells, especially neurons and glia, and how these aspects are affected in pathological conditions. The chapter covers neurodegenerative disorders, including Alzheimer's disease, Parkinson's disease and amyotrophic lateral sclerosis, as well as several psychiatric disorders, namely schizophrenia, autism spectrum disorder and major depressive disorder. This chapter also addresses other types of neurological dysfunctions, epilepsy and traumatic brain injury. EVs can cross the blood brain barrier, and thus brain EVs may be detected in more accessible peripheral tissue, such as circulating blood. Alterations in EV composition and contents can therefore impart valuable clues into the molecular etiology of these disorders, and serve biomarkers regarding disease prevalence, progression and treatment. EVs can also be used to carry drugs and biomolecules into brain tissue, considered as a promising drug delivery agent for neurological diseases. Therefore, although this area of research is still in its early development, it offers great potential in further elucidating and in treating neurological disorders.
Collapse
Affiliation(s)
- Gustavo Satoru Kajitani
- Department of Morphology and Genetics, Universidade Federal de São Paulo, Brazil; Laboratory of Integrative Neuroscience, Universidade Federal de São Paulo, Brazil
| | - Gabriela Xavier
- Center for Genomic Medicine, Massachusetts General Hospital, United States; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, United States; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, United States
| | - Beatriz Enguidanos Villena-Rueda
- Department of Morphology and Genetics, Universidade Federal de São Paulo, Brazil; Laboratory of Integrative Neuroscience, Universidade Federal de São Paulo, Brazil
| | - Bruno Takao Real Karia
- Laboratory of Integrative Neuroscience, Universidade Federal de São Paulo, Brazil; Department of Biochemistry, Universidade Federal de São Paulo, Brazil
| | - Marcos Leite Santoro
- Laboratory of Integrative Neuroscience, Universidade Federal de São Paulo, Brazil; Department of Biochemistry, Universidade Federal de São Paulo, Brazil.
| |
Collapse
|
9
|
Wang Z, Zhou X, Kong Q, He H, Sun J, Qiu W, Zhang L, Yang M. Extracellular Vesicle Preparation and Analysis: A State-of-the-Art Review. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2401069. [PMID: 38874129 PMCID: PMC11321646 DOI: 10.1002/advs.202401069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 04/11/2024] [Indexed: 06/15/2024]
Abstract
In recent decades, research on Extracellular Vesicles (EVs) has gained prominence in the life sciences due to their critical roles in both health and disease states, offering promising applications in disease diagnosis, drug delivery, and therapy. However, their inherent heterogeneity and complex origins pose significant challenges to their preparation, analysis, and subsequent clinical application. This review is structured to provide an overview of the biogenesis, composition, and various sources of EVs, thereby laying the groundwork for a detailed discussion of contemporary techniques for their preparation and analysis. Particular focus is given to state-of-the-art technologies that employ both microfluidic and non-microfluidic platforms for EV processing. Furthermore, this discourse extends into innovative approaches that incorporate artificial intelligence and cutting-edge electrochemical sensors, with a particular emphasis on single EV analysis. This review proposes current challenges and outlines prospective avenues for future research. The objective is to motivate researchers to innovate and expand methods for the preparation and analysis of EVs, fully unlocking their biomedical potential.
Collapse
Affiliation(s)
- Zesheng Wang
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
- Key Laboratory of Biochip TechnologyBiotech and Health CentreShenzhen Research Institute of City University of Hong KongShenzhen518057P. R. China
| | - Xiaoyu Zhou
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
- Key Laboratory of Biochip TechnologyBiotech and Health CentreShenzhen Research Institute of City University of Hong KongShenzhen518057P. R. China
| | - Qinglong Kong
- The Second Department of Thoracic SurgeryDalian Municipal Central HospitalDalian116033P. R. China
| | - Huimin He
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
- Key Laboratory of Biochip TechnologyBiotech and Health CentreShenzhen Research Institute of City University of Hong KongShenzhen518057P. R. China
| | - Jiayu Sun
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
| | - Wenting Qiu
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
| | - Liang Zhang
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
- Key Laboratory of Biochip TechnologyBiotech and Health CentreShenzhen Research Institute of City University of Hong KongShenzhen518057P. R. China
| | - Mengsu Yang
- Department of Precision Diagnostic and Therapeutic TechnologyCity University of Hong Kong Shenzhen Futian Research InstituteShenzhenGuangdong518000P. R. China
- Department of Biomedical Sciencesand Tung Biomedical Sciences CentreCity University of Hong KongHong Kong999077P. R. China
- Key Laboratory of Biochip TechnologyBiotech and Health CentreShenzhen Research Institute of City University of Hong KongShenzhen518057P. R. China
| |
Collapse
|
10
|
Bodai L, Borosta R, Ferencz Á, Kovács M, Zsindely N. The Role of miR-137 in Neurodegenerative Disorders. Int J Mol Sci 2024; 25:7229. [PMID: 39000336 PMCID: PMC11241563 DOI: 10.3390/ijms25137229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/16/2024] Open
Abstract
Neurodegenerative diseases affect an increasing part of the population of modern societies, burdening healthcare systems and causing immense suffering at the personal level. The pathogenesis of several of these disorders involves dysregulation of gene expression, which depends on several molecular processes ranging from transcription to protein stability. microRNAs (miRNAs) are short non-coding RNA molecules that modulate gene expression by suppressing the translation of partially complementary mRNAs. miR-137 is a conserved, neuronally enriched miRNA that is implicated in neurodegeneration. Here, we review the current body of knowledge about the role that miR-137 plays in five prominent neurodegenerative disorders, including Alzheimer's disease, Parkinson's disease, Huntington's disease, amyotrophic lateral sclerosis, and multiple sclerosis. The presented data indicate that, rather than having a general neuroprotective role, miR-137 modulates the pathology of distinct disorders differently.
Collapse
Affiliation(s)
- László Bodai
- Department of Biochemistry and Molecular Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
| | - Roberta Borosta
- Department of Biochemistry and Molecular Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
| | - Ágnes Ferencz
- Department of Biochemistry and Molecular Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
| | - Mercédesz Kovács
- Department of Biochemistry and Molecular Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
- Doctoral School of Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
| | - Nóra Zsindely
- Department of Biochemistry and Molecular Biology, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
- Department of Genetics, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, H-6726 Szeged, Hungary
| |
Collapse
|
11
|
Takemoto Y, Ito D, Komori S, Kishimoto Y, Yamada S, Hashizume A, Katsuno M, Nakatochi M. Comparing preprocessing strategies for 3D-Gene microarray data of extracellular vesicle-derived miRNAs. BMC Bioinformatics 2024; 25:221. [PMID: 38902629 PMCID: PMC11188187 DOI: 10.1186/s12859-024-05840-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 06/12/2024] [Indexed: 06/22/2024] Open
Abstract
BACKGROUND Extracellular vesicle-derived (EV)-miRNAs have potential to serve as biomarkers for the diagnosis of various diseases. miRNA microarrays are widely used to quantify circulating EV-miRNA levels, and the preprocessing of miRNA microarray data is critical for analytical accuracy and reliability. Thus, although microarray data have been used in various studies, the effects of preprocessing have not been studied for Toray's 3D-Gene chip, a widely used measurement method. We aimed to evaluate batch effect, missing value imputation accuracy, and the influence of preprocessing on measured values in 18 different preprocessing pipelines for EV-miRNA microarray data from two cohorts with amyotrophic lateral sclerosis using 3D-Gene technology. RESULTS Eighteen different pipelines with different types and orders of missing value completion and normalization were used to preprocess the 3D-Gene microarray EV-miRNA data. Notable results were suppressed in the batch effects in all pipelines using the batch effect correction method ComBat. Furthermore, pipelines utilizing missForest for missing value imputation showed high agreement with measured values. In contrast, imputation using constant values for missing data exhibited low agreement. CONCLUSIONS This study highlights the importance of selecting the appropriate preprocessing strategy for EV-miRNA microarray data when using 3D-Gene technology. These findings emphasize the importance of validating preprocessing approaches, particularly in the context of batch effect correction and missing value imputation, for reliably analyzing data in biomarker discovery and disease research.
Collapse
Affiliation(s)
- Yuto Takemoto
- Public Health Informatics Unit, Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, 1-1-20 Daiko-Minami, Higashi-Ku, Nagoya, 461-8673, Japan
| | - Daisuke Ito
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Shota Komori
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Yoshiyuki Kishimoto
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Shinichiro Yamada
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Atsushi Hashizume
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
- Department of Clinical Research Education, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Masahisa Katsuno
- Department of Neurology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
- Department of Clinical Research Education, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, 466-8550, Japan
| | - Masahiro Nakatochi
- Public Health Informatics Unit, Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, 1-1-20 Daiko-Minami, Higashi-Ku, Nagoya, 461-8673, Japan.
| |
Collapse
|
12
|
Tao H, Gao B. Exosomes for neurodegenerative diseases: diagnosis and targeted therapy. J Neurol 2024; 271:3050-3062. [PMID: 38605227 DOI: 10.1007/s00415-024-12329-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 03/09/2024] [Accepted: 03/11/2024] [Indexed: 04/13/2024]
Abstract
PURPOSE OF REVIEW Neurodegenerative diseases are still challenging clinical issues, with no curative interventions available and early, accurate diagnosis remaining difficult. Finding solutions to them is of great importance. In this review, we discuss possible exosomal diagnostic biomarkers and explore current explorations in exosome-targeted therapy for some common neurodegenerative diseases, offering insights into the clinical transformation of exosomes in this field. RECENT FINDINGS The burgeoning research on exosomes has shed light on their potential applications in disease diagnosis and treatment. As a type of extracellular vesicles, exosomes are capable of crossing the blood - brain barrier and exist in various body fluids, whose components can reflect pathophysiological changes in the brain. In addition, they can deliver specific drugs to brain tissue, and even possess certain therapeutic effects themselves. And the recent advancements in engineering modification technology have further enabled exosomes to selectively target specific sites, facilitating the possibility of targeted therapy for neurodegenerative diseases. The unique properties of exosomes give them great potential in the diagnosis and treatment of neurodegenerative diseases, and provide novel ideas for dealing with such diseases.
Collapse
Affiliation(s)
- Hui Tao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Bo Gao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
| |
Collapse
|
13
|
de Souza Carneiro VC, Leon LAA, de Paula VS. miRNAs: Targets to Investigate Herpesvirus Infection Associated with Neurological Disorders. Int J Mol Sci 2023; 24:15876. [PMID: 37958855 PMCID: PMC10650863 DOI: 10.3390/ijms242115876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/15/2023] Open
Abstract
Herpesvirus is associated with various neurological disorders and a specific diagnosis is associated with a better prognosis. MicroRNAs (miRNAs) are potential diagnostic and prognostic biomarkers of neurological diseases triggered by herpetic infection. In this review, we discuss miRNAs that have been associated with neurological disorders related to the action of herpesviruses. Human miRNAs and herpesvirus-encoded miRNAs were listed and discussed. This review article will be valuable in stimulating the search for new diagnostic and prognosis alternatives and understanding the role of these miRNAs in neurological diseases triggered by herpesviruses.
Collapse
Affiliation(s)
- Vanessa Cristine de Souza Carneiro
- Laboratory of Molecular Virology and Parasitology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil; (V.C.d.S.C.); (V.S.d.P.)
- Laboratory of Technological Development in Virology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Luciane Almeida Amado Leon
- Laboratory of Technological Development in Virology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Vanessa Salete de Paula
- Laboratory of Molecular Virology and Parasitology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil; (V.C.d.S.C.); (V.S.d.P.)
| |
Collapse
|
14
|
Sonbhadra S, Mehak, Pandey LM. Biogenesis, Isolation, and Detection of Exosomes and Their Potential in Therapeutics and Diagnostics. BIOSENSORS 2023; 13:802. [PMID: 37622888 PMCID: PMC10452587 DOI: 10.3390/bios13080802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 08/01/2023] [Accepted: 08/05/2023] [Indexed: 08/26/2023]
Abstract
The increasing research and rapid developments in the field of exosomes provide insights into their role and significance in human health. Exosomes derived from various sources, such as mesenchymal stem cells, cardiac cells, and tumor cells, to name a few, can be potential therapeutic agents for the treatment of diseases and could also serve as biomarkers for the early detection of diseases. Cellular components of exosomes, several proteins, lipids, and miRNAs hold promise as novel biomarkers for the detection of various diseases. The structure of exosomes enables them as drug delivery vehicles. Since exosomes exhibit potential therapeutic applications, their efficient isolation from complex biological/clinical samples and precise real-time analysis becomes significant. With the advent of microfluidics, nano-biosensors are being designed to capture exosomes efficiently and rapidly. Herein, we have summarized the history, biogenesis, characteristics, functions, and applications of exosomes, along with the isolation, detection, and quantification techniques. The implications of surface modifications to enhance specificity have been outlined. The review also sheds light on the engineered nanoplatforms being developed for exosome detection and capture.
Collapse
Affiliation(s)
| | | | - Lalit M. Pandey
- Bio-Interface & Environmental Engineering Lab, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam 781039, India; (S.S.); (M.)
| |
Collapse
|
15
|
Couch Y. Challenges associated with using extracellular vesicles as biomarkers in neurodegenerative disease. Expert Rev Mol Diagn 2023; 23:1091-1105. [PMID: 37916853 DOI: 10.1080/14737159.2023.2277373] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/26/2023] [Indexed: 11/03/2023]
Abstract
INTRODUCTION The hunt for new biomarkers - for the diagnosis of subcategories of disease, or for the monitoring of the efficacy of novel therapeutics - is an increasingly relevant challenge in the current era of precision medicine. In neurodegenerative research, the aim is to look for simple tools which can predict cognitive or motor decline early, and to determine whether these can also be used to test the efficacy of new interventions. Extracellular vesicles (EVs) are thought to play an important role in intercellular communication and have been shown to play a vital role in a number of diseases. AREAS COVERED The aim of this review is to examine what we know about EVs in neurodegeneration and to discuss their potential to be diagnostic and prognostic biomarkers in the future. It will cover the techniques used to isolate and study EVs and what is currently known about their presence in neurodegenerative diseases. In particular, we will discuss what is required for standardization in biomarker research, and the challenges associated with using EVs within this framework. EXPERT OPINION The technical challenges associated with isolating EVs consistently, combined with the complex techniques required for their efficient analysis, might preclude 'pure' EV populations from being used as effective biomarkers. Whilst biomarker discovery is important for more effective diagnosis, monitoring, prediction and prognosis in neurodegenerative disease, reproducibility and ease-of-use should be the priorities.
Collapse
Affiliation(s)
- Yvonne Couch
- Acute Stroke Program, Radcliffe Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| |
Collapse
|