1
|
Narváez-Bandera I, Suárez-Gómez D, Castro-Rivera CDM, Camasta-Beníquez A, Durán-Quintana M, Cabrera-Ríos M, Isaza CE. Hepatitis C virus infection and Parkinson's disease: insights from a joint sex-stratified BioOptimatics meta-analysis. Sci Rep 2024; 14:22838. [PMID: 39354018 PMCID: PMC11445468 DOI: 10.1038/s41598-024-73535-0] [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: 02/19/2024] [Accepted: 09/18/2024] [Indexed: 10/03/2024] Open
Abstract
Hepatitis C virus (HCV) infection poses a significant public health challenge and often leads to long-term health complications and even death. Parkinson's disease (PD) is a progressive neurodegenerative disorder with a proposed viral etiology. HCV infection and PD have been previously suggested to be related. This work aimed to identify potential biomarkers and pathways that may play a role in the joint development of PD and HCV infection. Using BioOptimatics-bioinformatics driven by mathematical global optimization-, 22 publicly available microarray and RNAseq datasets for both diseases were analyzed, focusing on sex-specific differences. Our results revealed that 19 genes, including MT1H, MYOM2, and RPL18, exhibited significant changes in expression in both diseases. Pathway and network analyses stratified by sex indicated that these gene expression changes were enriched in processes related to immune response regulation in females and immune cell activation in males. These findings suggest a potential link between HCV infection and PD, highlighting the importance of further investigation into the underlying mechanisms and potential therapeutic targets involved.
Collapse
Affiliation(s)
- Isis Narváez-Bandera
- Bioengineering Graduate Program, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Mayagüez, 00681, Puerto Rico
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Deiver Suárez-Gómez
- Bioengineering Graduate Program, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Mayagüez, 00681, Puerto Rico
| | - Coral Del Mar Castro-Rivera
- Biology Department, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Call Box 9000, Mayagüez, 00681, Puerto Rico
| | - Alaina Camasta-Beníquez
- Biology Department, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Call Box 9000, Mayagüez, 00681, Puerto Rico
| | - Morelia Durán-Quintana
- Biology Department, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Call Box 9000, Mayagüez, 00681, Puerto Rico
| | - Mauricio Cabrera-Ríos
- Bioengineering Graduate Program, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Mayagüez, 00681, Puerto Rico
- Industrial Engineering Department, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Mayagüez, 00681, Puerto Rico
| | - Clara E Isaza
- Bioengineering Graduate Program, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Mayagüez, 00681, Puerto Rico.
- Biology Department, The Applied Optimization Group, University of Puerto Rico-Mayagüez, Call Box 9000, Mayagüez, 00681, Puerto Rico.
| |
Collapse
|
2
|
Grotewold N, Albin RL. Update: Protective and risk factors for Parkinson disease. Parkinsonism Relat Disord 2024; 125:107026. [PMID: 38879999 DOI: 10.1016/j.parkreldis.2024.107026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 06/02/2024] [Accepted: 06/04/2024] [Indexed: 06/18/2024]
Abstract
We review the epidemiologic literature on potential protective and risk factors in Parkinson's Disease (PD). Prior research identified numerous possible protective and risk factors. Potential protective factors include tobacco abuse, physical activity, urate levels, NSAID use, calcium channel blocker use, statin use, and use of some α1-adrenergic antagonists. Some potential protective factors could be products of reverse causation, including increased serum urate, tobacco abuse, and coffee-tea-caffeine consumption. Potential risk factors include traumatic brain injury, pesticide exposure, organic solvent exposure, lead exposure, air pollution, Type 2 Diabetes, some dairy products, cardiovascular disease, and some infections including Hepatitis C, H. pylori, and COVID-19. Potential non-environmental risk factors include bipolar disorder, essential tremor, bullous pemphigoid, and inflammatory bowel disease. There is an inverse relationship with PD and risk of most cancers. Though many potential protective and risk factors for PD were identified, research has not yet led to unique, rigorous prevention trials or successful disease-modifying interventions. While efforts to reduce exposure to some industrial toxicants are well justified, PD incidence might be most effectively reduced by mitigation of risks, such as Type 2 Diabetes, air pollution, traumatic brain injury, or physical inactivity, that are general public health intervention targets.
Collapse
Affiliation(s)
- Nikolas Grotewold
- Dept. of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Roger L Albin
- Dept. of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA; GRECC & Neurology Service, VAAAHS, Ann Arbor, MI, 48105, USA; University of Michigan Morris K. Udall Center of Excellence for Parkinson's Disease Research, Ann Arbor, MI, 48109, USA; University of Michigan Parkinson's Foundation Research Center of Excellence, USA.
| |
Collapse
|
3
|
Zheng J, Shi W, Yang Q, Huang J, Shen J, Yin L, Zhang P, Zhang S, Yang M, Qian A, Zheng Z, Tang S. Hospital-treated infectious diseases, infection burden and risk of Parkinson disease: An observational and Mendelian randomization study. Brain Behav Immun 2024; 120:352-359. [PMID: 38897329 DOI: 10.1016/j.bbi.2024.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 05/22/2024] [Accepted: 06/16/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Experimental and cross-sectional evidence has suggested a potential role of infection in the ethology of Parkinson's disease (PD). We aim to examine the longitudinal association of infections with the incidence of PD and to explore whether the increased risk is limited to specific infection type rather than infection burden. METHODS Based on the UK Biobank, hospital-treated infectious diseases and incident PD were ascertained through record linkage to national hospital inpatient registers. Infection burden was defined as the sum of the number of infection episodes over time and the number of co-occurring infections. The polygenic risk score (PRS) for PD was calculated. The genome-wide association studies (GWAS) used in two-sample Mendelian Randomization (MR) were obtained from observational cohort participants of mostly European ancestry. RESULTS Hospital-treated infectious diseases were associated with an increased risk of PD (adjusted HR [aHR] 1.35 [95 % CI 1.20-1.52]). This relationship persisted when analyzing new PD cases occurring more than 10 years post-infection (aHR 1.22 [95 % CI 1.04-1.43]). The greatest PD risk was observed in neurological/eye infection (aHR 1.72 [95 % CI 1.32-2.34]), with lower respiratory tract infection (aHR 1.43 [95 % CI 1.02-1.99]) ranked the second. A dose-response association was observed between infection burden and PD risk within each PD-PRS tertile (p-trend < 0.001). Multivariable MR showed that bacterial and viral infections increase the PD risk. CONCLUSIONS Both observational and genetic analysis suggested a causal association between infections and the risk of developing PD. A dose-response relationship between infection burden and incident PD was revealed.
Collapse
Affiliation(s)
- Jiazhen Zheng
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Wenming Shi
- School of Public Health, Fudan University, Shanghai, China
| | - Quan Yang
- Cardiac and Vascular Center, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Jinghan Huang
- Biomedical Genetics Section, School of Medicine, Boston University, United States; Department of Chemical Pathology, Faculty of Medicine, The Chinese University of Hong Kong, China
| | - Junchun Shen
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Lingzi Yin
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Pengfei Zhang
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Shichen Zhang
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Minghao Yang
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Annan Qian
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Zhihang Zheng
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China
| | - Shaojun Tang
- Bioscience and Biomedical Engineering Thrust, Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China; Division of Emerging Interdisciplinary Areas, Center for Aging Science, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China.
| |
Collapse
|
4
|
Mercado G, Kaeufer C, Richter F, Peelaerts W. Infections in the Etiology of Parkinson's Disease and Synucleinopathies: A Renewed Perspective, Mechanistic Insights, and Therapeutic Implications. JOURNAL OF PARKINSON'S DISEASE 2024; 14:1301-1329. [PMID: 39331109 PMCID: PMC11492057 DOI: 10.3233/jpd-240195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/06/2024] [Indexed: 09/28/2024]
Abstract
Increasing evidence suggests a potential role for infectious pathogens in the etiology of synucleinopathies, a group of age-related neurodegenerative disorders including Parkinson's disease (PD), multiple system atrophy and dementia with Lewy bodies. In this review, we discuss the link between infections and synucleinopathies from a historical perspective, present emerging evidence that supports this link, and address current research challenges with a focus on neuroinflammation. Infectious pathogens can elicit a neuroinflammatory response and modulate genetic risk in PD and related synucleinopathies. The mechanisms of how infections might be linked with synucleinopathies as well as the overlap between the immune cellular pathways affected by virulent pathogens and disease-related genetic risk factors are discussed. Here, an important role for α-synuclein in the immune response against infections is emerging. Critical methodological and knowledge gaps are addressed, and we provide new future perspectives on how to address these gaps. Understanding how infections and neuroinflammation influence synucleinopathies will be essential for the development of early diagnostic tools and novel therapies.
Collapse
Affiliation(s)
- Gabriela Mercado
- Division of Neurobiology, Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher Kaeufer
- Center for Systems Neuroscience, Hannover, Germany
- Department of Pharmacology, Toxicology and Pharmacy, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Franziska Richter
- Department of Pharmacology, Toxicology and Pharmacy, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Wouter Peelaerts
- Laboratory for Virology and Gene Therapy, Department of Pharmacy and Pharmaceutical Sciences, KU Leuven, Leuven, Belgium
| |
Collapse
|
5
|
Fernández-Espejo E. Microorganisms associated with increased risk of Parkinson's disease. Neurologia 2023; 38:495-503. [PMID: 35644845 DOI: 10.1016/j.nrleng.2020.08.023] [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: 06/03/2020] [Accepted: 08/26/2020] [Indexed: 11/25/2022] Open
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder that affects more than 7 million people worldwide. Its aetiology is unknown, although the hypothesis of a genetic susceptibility to environmental agents is accepted. These environmental agents include fungi, bacteria, and viruses. Three microorganisms are directly associated with a significantly increased risk of developing Parkinson's disease: the fungal genus Malassezia, the bacterium Helicobacter pylori, and the hepatitis C virus. If the host is vulnerable due to genetic susceptibility or immune weakness, these microorganisms can access and infect the nervous system, causing chronic neuroinflammation with neurodegeneration. Other microorganisms show an epidemiological association with the disease, including the influenza type A, Japanese encephalitis type B, St Louis, and West Nile viruses. These viruses can affect the nervous system, causing encephalitis, which can result in parkinsonism. This article reviews the role of all these microorganisms in Parkinson's disease.
Collapse
Affiliation(s)
- E Fernández-Espejo
- Laboratorio de Neurología Molecular, Universidad de Sevilla, Sevilla, Spain; Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), Málaga, Spain.
| |
Collapse
|
6
|
Selim R, Gordon SC, Zhou Y, Zhang T, Lu M, Daida YG, Boscarino JA, Schmidt MA, Trudeau S, Rupp LB, Gonzalez HC. Impact of hepatitis C treatment status on risk of Parkinson's disease and secondary parkinsonism in the era of direct-acting antivirals. J Viral Hepat 2023; 30:544-550. [PMID: 36872452 DOI: 10.1111/jvh.13826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/10/2023] [Accepted: 02/28/2023] [Indexed: 03/07/2023]
Abstract
Research suggests a possible link between chronic infection with hepatitis C virus (HCV) and the development of Parkinson's Disease (PD) and secondary Parkinsonism (PKM). We investigated the impact of antiviral treatment status (untreated, interferon [IFN] treated, direct-acting antiviral [DAA] treated) and outcome (treatment failure [TF] or sustained virological response [SVR]) on risk of PD/PKM among patients with HCV. Using data from the Chronic Hepatitis Cohort Study (CHeCS), we applied a discrete time-to-event approach with PD/PKM as the outcome. We performed univariate followed by a multivariable modelling that used time-varying covariates, propensity scores to adjust for potential treatment selection bias and death as a competing risk. Among 17,199 confirmed HCV patients, we observed 54 incident cases of PD/PKM during a mean follow-up period of 17 years; 3753 patients died during follow-up. There was no significant association between treatment status/outcome and risk of PD/PKM. Type 2 diabetes tripled risk (hazard ratio [HR] 3.05; 95% CI 1.75-5.32; p < .0001) and presence of cirrhosis doubled risk of PD/PKM (HR 2.13, 95% CI 1.31-3.47). BMI >30 was associated with roughly 50% lower risk of PD/PKM than BMI <25 (HR 0.43; 0.22-0.84; p = .0138). After adjustment for treatment selection bias, we did not observe a significant association between HCV patients' antiviral treatment status/outcome on risk of PD/PKM. Several clinical risk factors-diabetes, cirrhosis and BMI-were associated with PD/PKM.
Collapse
Affiliation(s)
- Ranya Selim
- Department of Gastroenterology and Hepatology, Henry Ford Health, Detroit, Michigan, United States
| | - Stuart C Gordon
- Department of Gastroenterology and Hepatology, Henry Ford Health, Detroit, Michigan, United States.,School of Medicine, Wayne State University, Detroit, Michigan, United States
| | - Yueren Zhou
- Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan, United States
| | - Talan Zhang
- Center on Aging & Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Mei Lu
- Center on Aging & Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Yihe G Daida
- Center for Integrated Health Care Research, Kaiser Permanente Hawaii, Honolulu, Hawaii, United States
| | | | - Mark A Schmidt
- Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon, United States
| | - Sheri Trudeau
- Center on Aging & Health, Johns Hopkins University, Baltimore, Maryland, United States
| | - Loralee B Rupp
- Department of Health Policy and Health Systems Research, Henry Ford Health, Detroit, Michigan, United States
| | - Humberto C Gonzalez
- Department of Gastroenterology and Hepatology, Henry Ford Health, Detroit, Michigan, United States.,School of Medicine, Wayne State University, Detroit, Michigan, United States
| |
Collapse
|
7
|
Hui BSM, Zhi LR, Retinasamy T, Arulsamy A, Law CSW, Shaikh MF, Yeong KY. The Role of Interferon-α in Neurodegenerative Diseases: A Systematic Review. J Alzheimers Dis 2023; 94:S45-S66. [PMID: 36776068 PMCID: PMC10473139 DOI: 10.3233/jad-221081] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2022] [Indexed: 02/10/2023]
Abstract
BACKGROUND Neurodegenerative diseases (NDs) impose significant financial and healthcare burden on populations all over the world. The prevalence and incidence of NDs have been observed to increase dramatically with age. Hence, the number of reported cases is projected to increase in the future, as life spans continues to rise. Despite this, there is limited effective treatment against most NDs. Interferons (IFNs), a family of cytokines, have been suggested as a promising therapeutic target for NDs, particularly IFN-α, which governs various pathological pathways in different NDs. OBJECTIVE This systematic review aimed to critically appraise the currently available literature on the pathological role of IFN-α in neurodegeneration/NDs. METHODS Three databases, Scopus, PubMed, and Ovid Medline, were utilized for the literature search. RESULTS A total of 77 journal articles were selected for critical evaluation, based on the inclusion and exclusion criteria. The studies selected and elucidated in this current systematic review have showed that IFN-α may play a deleterious role in neurodegenerative diseases through its strong association with the inflammatory processes resulting in mainly neurocognitive impairments. IFN-α may be displaying its neurotoxic function via various mechanisms such as abnormal calcium mineralization, activation of STAT1-dependent mechanisms, and increased quinolinic acid production. CONCLUSION The exact role IFN-α in these neurodegenerative diseases have yet to be determine due to a lack in more recent evidence, thereby creating a variability in the role of IFN-α. Future investigations should thus be conducted, so that the role played by IFN-α in neurodegenerative diseases could be delineated.
Collapse
Affiliation(s)
- Brendan Su Mee Hui
- Clinical School Johor Bahru, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Johor Baru, Johor, Malaysia
| | - Lee Rui Zhi
- Clinical School Johor Bahru, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Johor Baru, Johor, Malaysia
| | - Thaarvena Retinasamy
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | - Alina Arulsamy
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | | | - Mohd. Farooq Shaikh
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
- School of Dentistry and Medical Sciences, Charles Sturt University, Orange, NSW, Australia
- Department of Neuroscience, Central Clinical School, Monash University, The Alfred Hospital, Melbourne, VIC, Australia
| | - Keng Yoon Yeong
- School of Science, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| |
Collapse
|
8
|
Leta V, Urso D, Batzu L, Lau YH, Mathew D, Boura I, Raeder V, Falup-Pecurariu C, van Wamelen D, Ray Chaudhuri K. Viruses, parkinsonism and Parkinson's disease: the past, present and future. J Neural Transm (Vienna) 2022; 129:1119-1132. [PMID: 36036863 PMCID: PMC9422946 DOI: 10.1007/s00702-022-02536-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/01/2022] [Indexed: 01/01/2023]
Abstract
Parkinsonism secondary to viral infections is not an uncommon occurrence and has been brought under the spotlight with the spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. A variety of viruses have been described with a potential of inducing or contributing to the occurrence of parkinsonism and Parkinson's disease (PD), although the relationship between the two remains a matter of debate originating with the description of encephalitis lethargica in the aftermath of the Spanish flu in 1918. While some viral infections have been linked to an increased risk for the development of PD, others seem to have a causal link with the occurrence of parkinsonism. Here, we review the currently available evidence on viral-induced parkinsonism with a focus on potential pathophysiological mechanisms and clinical features. We also review the evidence on viral infections as a risk factor for developing PD and the link between SARS-CoV-2 and parkinsonism, which might have important implications for future research and treatments.
Collapse
Affiliation(s)
- Valentina Leta
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
| | - Daniele Urso
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G. Panico", Tricase, Lecce, Italy
| | - Lucia Batzu
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
| | - Yue Hui Lau
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
| | - Donna Mathew
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
| | - Iro Boura
- School of Medicine, University of Crete, Heraklion, Crete, Greece
- Department of Neurology, University Hospital of Heraklion, Heraklion, Crete, Greece
| | - Vanessa Raeder
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
- Department of Neurology, Technical University Dresden, Dresden, Germany
| | | | - Daniel van Wamelen
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - K Ray Chaudhuri
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Cutcombe Road, London, SE5 9RT, UK.
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, SE5 9RS, UK.
| |
Collapse
|
9
|
Ivan I, Irincu L, Diaconu Ş, Falup-Pecurariu C. Parkinsonism associated with viral infection. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2022; 165:1-16. [PMID: 36208896 DOI: 10.1016/bs.irn.2022.07.005] [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: 06/16/2023]
Abstract
There are several known causes of secondary parkinsonism, the most common being head trauma, stroke, medications, or infections. A growing body of evidence suggests that viral agents may trigger parkinsonian symptoms, but the exact pathological mechanisms are still unknown. In some cases, lesions or inflammatory processes in the basal ganglia or substantia nigra have been found to cause reversible or permanent impairment of the dopaminergic pathway, leading to the occurrence of extrapyramidal symptoms. This chapter reviews current data regarding the viral agents commonly associated with parkinsonism, such as Epstein Barr virus (EBV), hepatitis viruses, human immunodeficiency virus (HIV), herpes viruses, influenza virus, coxsackie virus, and Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2). We present possible risk factors, proposed pathophysiology mechanisms, published case reports, common associations, and prognosis in order to offer a concise overview of the viral spectrum involved in parkinsonism.
Collapse
Affiliation(s)
| | | | - Ştefania Diaconu
- County Clinic Hospital, Brașov, Romania; Faculty of Medicine, Transilvania University, Brașov, Romania.
| | - Cristian Falup-Pecurariu
- County Clinic Hospital, Brașov, Romania; Faculty of Medicine, Transilvania University, Brașov, Romania
| |
Collapse
|
10
|
Microbes and Parkinson’s disease: from associations to mechanisms. Trends Microbiol 2022; 30:749-760. [DOI: 10.1016/j.tim.2022.01.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 12/22/2021] [Accepted: 01/10/2022] [Indexed: 12/12/2022]
|
11
|
Shen S, Zhang C, Xu YM, Shi CH. The Role of Pathogens and Anti-Infective Agents in Parkinson's Disease, from Etiology to Therapeutic Implications. JOURNAL OF PARKINSONS DISEASE 2021; 12:27-44. [PMID: 34719435 PMCID: PMC8842782 DOI: 10.3233/jpd-212929] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Parkinson's disease is a debilitating neurodegenerative disorder whose etiology is still unclear, hampering the development of effective treatments. There is an urgent need to identify the etiology and provide further effective treatments. Recently, accumulating evidence has indicated that infection may play a role in the etiology of Parkinson's disease. The infective pathogens may act as a trigger for Parkinson's disease, the most common of which are hepatitis C virus, influenza virus, and Helicobacter pylori. In addition, gut microbiota is increasingly recognized to influence brain function through the gut-brain axis, showing an important role in the pathogenesis of Parkinson's disease. Furthermore, a series of anti-infective agents exhibit surprising neuroprotective effects via various mechanisms, such as interfering with α-synuclein aggregation, inhibiting neuroinflammation, attenuating oxidative stress, and preventing from cell death, independent of their antimicrobial effects. The pleiotropic agents affect important events in the pathogenesis of Parkinson's disease. Moreover, most of them are less toxic, clinically safe and have good blood-brain penetrability, making them hopeful candidates for the treatment of Parkinson's disease. However, the use of antibiotics and subsequent gut dysbiosis may also play a role in Parkinson's disease, making the long-term effects of anti-infective drugs worthy of further consideration and exploration. This review summarizes the current evidence for the association between infective pathogens and Parkinson's disease and subsequently explores the application prospects of anti-infective drugs in Parkinson's disease treatment, providing novel insights into the pathogenesis and treatment of Parkinson's disease.
Collapse
Affiliation(s)
- Si Shen
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China
| | - Chan Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.,Henan Key Laboratory of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China
| | - Yu-Ming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.,Henan Key Laboratory of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.,Institute of Neuroscience, Zhengzhou University, Zhengzhou, Henan, China
| | - Chang-He Shi
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.,Henan Key Laboratory of Cerebrovascular Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.,Institute of Neuroscience, Zhengzhou University, Zhengzhou, Henan, China
| |
Collapse
|
12
|
Qiang W, Dai Y, Xing X, Sun X. Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma. Comput Struct Biotechnol J 2021; 19:1263-1276. [PMID: 33717423 PMCID: PMC7921014 DOI: 10.1016/j.csbj.2021.01.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 01/27/2021] [Accepted: 01/30/2021] [Indexed: 02/07/2023] Open
Abstract
Immunotherapy has become a promising therapeutic option for Head and neck squamous cell carcinoma (HNSC). However, only a small percentage of patients could benefit from it, and the overall prognosis was far from satisfactory. In this study, by comprehensively computational analyses of hundreds of HNSC samples, a prognostic signature composed of 13 immune-related genes (IRGs) was constructed. The results of the analyses in multiple datasets indicated that our signature had high predictive accuracy and could serve as an independent prognostic predictor. Based on this signature and multiple clinical variables, we also established a prognostic nomogram to quantitatively predict the survival risk of individual patients. Moreover, this signature could accurately predict survival, reflect the immune microenvironment, and predict immunotherapy efficacy among HNSC patients. Two potential drugs (doxorubicin and daunorubicin) were also identified via Connectivity Map and molecular docking, which could be used for HNSC combination therapy. Taken together, we developed and validated a robust IRG-based prognostic signature to monitor the prognosis of HNSC, which could provide a solid foundation for individualized cancer immunotherapy.
Collapse
Affiliation(s)
- Weijie Qiang
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100193, PR China.,Key Laboratory of New Drug Discovery based on Classic Chinese Medicine Prescription, Chinese Academy of Medical Sciences, Beijing 100193, PR China
| | - Yifei Dai
- School of Medicine, Tsinghua University, Beijing 100084, PR China
| | - Xiaoyan Xing
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100193, PR China.,Key Laboratory of New Drug Discovery based on Classic Chinese Medicine Prescription, Chinese Academy of Medical Sciences, Beijing 100193, PR China
| | - Xiaobo Sun
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100193, PR China.,Key Laboratory of New Drug Discovery based on Classic Chinese Medicine Prescription, Chinese Academy of Medical Sciences, Beijing 100193, PR China
| |
Collapse
|
13
|
Smeyne RJ, Noyce AJ, Byrne M, Savica R, Marras C. Infection and Risk of Parkinson's Disease. JOURNAL OF PARKINSONS DISEASE 2021; 11:31-43. [PMID: 33361610 PMCID: PMC7990414 DOI: 10.3233/jpd-202279] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Parkinson’s disease (PD) is thought to be caused by a combination of genetic and environmental factors. Bacterial or viral infection has been proposed as a potential risk factor, and there is supporting although not entirely consistent epidemiologic and basic science evidence to support its role. Encephalitis caused by influenza has included parkinsonian features. Epidemiological evidence is most compelling for an association between PD and hepatitis C virus. Infection with Helicobacter pylori may be associated not only with PD risk but also response to levodopa. Rapidly evolving knowledge regarding the role of the microbiome also suggests a role of resident bacteria in PD risk. Biological plausibility for the role for infectious agents is supported by the known neurotropic effects of specific viruses, particular vulnerability of the substantia nigra and even the promotion of aggregation of alpha-synuclein. A common feature of implicated viruses appears to be production of high levels of cytokines and chemokines that can cross the blood-brain barrier leading to microglial activation and inflammation and ultimately neuronal cell death. Based on multiple avenues of evidence it appears likely that specific bacterial and particularly viral infections may increase vulnerability to PD. The implications of this for PD prevention requires attention and may be most relevant once preventive treatments for at-risk populations are developed.
Collapse
Affiliation(s)
- Richard J Smeyne
- Department of Neuroscience, Vickie and Jack Farber Institute of Neuroscience, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alastair J Noyce
- Preventive Neurology Unit, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK.,Department of Clinical and Movement Neurosciences, UCL Institute of Neurology, London, UK
| | - Matthew Byrne
- Department of Neuroscience, Vickie and Jack Farber Institute of Neuroscience, Thomas Jefferson University, Philadelphia, PA, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, Minnesota and Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Connie Marras
- The Edmond J Safra Program in Parkinson's disease, Toronto Western Hospital and the University of Toronto, Toronto, Canada
| |
Collapse
|
14
|
Fernández-Espejo E. Microorganisms that are related with increased risk for Parkinson's disease. Neurologia 2020; 38:S0213-4853(20)30301-7. [PMID: 33160724 DOI: 10.1016/j.nrl.2020.08.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/04/2020] [Accepted: 08/26/2020] [Indexed: 11/25/2022] Open
Abstract
Parkinson's disease is a neurodegenerative disorder that affects more than 7 million people worldwide. Its aetiology is unknown, although the hypothesis of a genetic susceptibility to environmental agents is accepted. These environmental agents include fungi, bacteria, and viruses. Three microorganisms are directly associated with a significantly increased risk of developing Parkinson's disease: the fungal genus Malassezia, the bacterium Helicobacter pylori, and the hepatitis C virus. If the host is vulnerable due to genetic susceptibility or immune weakness, these microorganisms can access and infect the nervous system, causing chronic neuroinflammation with neurodegeneration. Other microorganisms show an epidemiological association with the disease, including the influenza type A, Japanese encephalitis type B, St Louis, and West Nile viruses. These viruses can affect the nervous system, causing encephalitis, which can result in parkinsonism. This article reviews the role of all these microorganisms in Parkinson's disease.
Collapse
Affiliation(s)
- E Fernández-Espejo
- Laboratorio de Neurología Molecular, Universidad de Sevilla, Sevilla, España; Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), Málaga, España.
| |
Collapse
|
15
|
Kleefeld F, Arendt G, Neuen-Jacob E, Maschke M, Husstedt I, Obermann M, Schmidt H, Hahn K. [Neurological complications of hepatitis C infections]. DER NERVENARZT 2020; 92:144-149. [PMID: 33001263 PMCID: PMC7873080 DOI: 10.1007/s00115-020-00999-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 08/03/2020] [Indexed: 12/26/2022]
Abstract
Die chronische Hepatitis-C-Virus(HCV)-Infektion ist eine hochprävalente Systemerkrankung, die verschiedene neurologische Komplikationen verursachen kann. Es lassen sich HCV-assoziierte Symptome im zentralen und peripheren Nervensystem sowie der Muskulatur unterscheiden. Wichtige Pathomechanismen sind die HCV-assoziierte Autoimmunität (z. B. gemischte Kryoglobulinämie mit Polyneuropathie) und direkte Neurotoxizität (z. B. bei HCV-assoziierten kognitiven Defiziten). Die häufigsten neurologischen Komplikationen sind distal-symmetrische Polyneuropathien, Small-fiber-Neuropathien und kognitive Defizite. Die HCV-Infektion stellt außerdem einen Risikofaktor für ischämische und hämorrhagische Schlaganfälle sowie den Morbus Parkinson dar. Die frühe Identifikation und antivirale Behandlung HCV-positiver Patienten steht im Zentrum der Behandlung. Durch neue antivirale Therapien können >90 % der Patienten dauerhaft von der HCV-Infektion geheilt werden.
Collapse
Affiliation(s)
- Felix Kleefeld
- Klinik für Neurologie, Universitätsmedizin Charité, Charitéplatz 1, 10117, Berlin, Deutschland
| | - Gabriele Arendt
- Neurologie, Neuro-Centrum Düsseldorf, Hohenzollernstr. 5, 40211, Düsseldorf, Deutschland
| | - Eva Neuen-Jacob
- Institut für Neuropathologie, Universitätsklinikum Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Deutschland
| | - Matthias Maschke
- Klinik für Neurologie, Krankenhaus der Barmherzigen Brüder, Nordallee 1, 54292, Trier, Deutschland
| | - Ingo Husstedt
- Praxis an der Klinik Maria Frieden, Am Krankenhaus 1, 48291, Telgte/Münster, Deutschland
| | - Mark Obermann
- Klinik für Neurologie, Asklepios Kliniken Schildautal, Karl-Herold-Str. 1, 38723, Seesen, Deutschland
| | - Holger Schmidt
- Klinik für Neurologie, Elbe-Kliniken Stade, Bremervörder Str. 111, 21682, Stade, Deutschland
| | - Katrin Hahn
- Klinik für Neurologie, Universitätsmedizin Charité, Charitéplatz 1, 10117, Berlin, Deutschland.
| |
Collapse
|
16
|
Wang H, Liu X, Tan C, Zhou W, Jiang J, Peng W, Zhou X, Mo L, Chen L. Bacterial, viral, and fungal infection-related risk of Parkinson's disease: Meta-analysis of cohort and case-control studies. Brain Behav 2020; 10:e01549. [PMID: 32017453 PMCID: PMC7066372 DOI: 10.1002/brb3.1549] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 01/06/2020] [Accepted: 01/08/2020] [Indexed: 12/24/2022] Open
Abstract
AIMS Recent studies showed that patients with various bacterial, viral, and fungal infections might be at increased risk of Parkinson's disease (PD). However, the risk of PD in patients with each specific infection varied. This meta-analysis estimated the association between various infections and PD risk. METHODS Literature published from January 1965 to October 2019 in PubMed and EMBASE databases was searched. Data were extracted and pooled using random/fixed effects model. Sensitivity analysis and meta-regression were also performed to analyze the source of heterogeneity. Publication bias was estimated by the trim and fill. RESULTS Twenty-three out of 6,609 studies were included. Helicobacter pylori (HP; pooled OR = 1.653, 1.426-1.915, p < .001), hepatitis C virus (HCV; pooled OR = 1.195, 1.012-1.410, p = .035), Malassezia (pooled OR = 1.694, 1.367-2.100, p < .001), and pneumoniae (pooled OR = 1.595, 1.020-2.493, p = .041) infection were associated with increased PD risk. Influenza virus, herpes virus, hepatitis B virus, scarlet fever, mumps virus, chicken pox, pertussis, German measles, and measles were not associated with PD risk. After antiviral treatment against HCV reduced the risk of PD in patients with HCV infection (OR = 0.672, 0.571-0.791, p < .001). Significant heterogeneity exists among the included studies. CONCLUSION Patients with infection of HP, HCV, Malassezia, pneumoniae might be an increased risk of PD. Antiviral treatment of HCV could reduce the risk of PD.
Collapse
Affiliation(s)
- Hui Wang
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xi Liu
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Changhong Tan
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Wen Zhou
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Jin Jiang
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Wuxue Peng
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xuan Zhou
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Lijuan Mo
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Lifen Chen
- Department of NeurologyThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| |
Collapse
|
17
|
Su TH, Tseng TC, Liu CJ, Chou SW, Liu CH, Yang HC, Chen PJ, Chen DS, Chen CL, Kao JH. Antiviral therapy against chronic hepatitis C is associated with a reduced risk of oral cancer. Int J Cancer 2020; 147:901-908. [PMID: 31853972 DOI: 10.1002/ijc.32840] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 11/11/2019] [Accepted: 12/04/2019] [Indexed: 12/22/2022]
Abstract
To identify the risk factors of oral cancer, we investigated the association between chronic hepatitis C (CHC) and oral cancer, and the development of oral cancer after anti-hepatitis C virus (HCV) therapy. We conducted a nationwide, population-based cohort study from 2004 to 2012 from the Taiwan National Health Insurance Research Database. CHC patients without anti-HCV therapy were matched with those non-HCV patients by age, sex and comorbidities. Moreover, CHC patients who underwent pegylated interferon and ribavirin (PegIFN/RBV) anti-HCV therapy were matched with CHC patients without anti-HCV therapy. A total of 100,058 patients were included in the HCV cohort and non-HCV cohorts, respectively. Their mean age was 59 years and 50% of these were male. CHC infection significantly increased the cumulative incidence of lichen planus and oral cancer. After adjustment for confounders and competing mortality, CHC infection significantly increased the risk of oral cancer (hazard ratio [HR]: 1.677, 95% confidence interval [CI]: 1.392-2.020, p < 0.001). Another 23,735 CHC patients without anti-HCV therapy were matched with 23,735 CHC patients in the treatment cohort. After adjustment for confounders and competing for mortality, the risk of oral cancer was significantly reduced in CHC patients receiving anti-HCV therapy (HR: 0.652, 95% CI: 0.479-0.887, p = 0.007). To minimize the inclusion of pre-existing unidentified oral cancer, we excluded oral cancer developed within the first year of CHC or anti-HCV therapy and found these associations remained statistically significant. In conclusion, CHC significantly increases the risk of oral cancer. Moreover, PegIFN/RBV antiviral therapy significantly reduces the risk of HCV-related oral cancer.
Collapse
Affiliation(s)
- Tung-Hung Su
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Tai-Chung Tseng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-Jen Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Shih-Wan Chou
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chen-Hua Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Hung-Chih Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Jer Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Ding-Shinn Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Chi-Ling Chen
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jia-Horng Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| |
Collapse
|