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Khdair SI, Al-Khareisha L, Abusara OH, Hammad AM, Khudair A. HLA-class II genes association with multiple sclerosis: An immunogenetic prediction among multiple sclerosis Jordanian patients. PLoS One 2025; 20:e0318824. [PMID: 39999097 PMCID: PMC11856260 DOI: 10.1371/journal.pone.0318824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/21/2025] [Indexed: 02/27/2025] Open
Abstract
Multiple sclerosis (MS) is an inflammatory autoimmune disease affecting the central nervous system (CNS). The pathogenesis of MS is characterized by neuronal axonal degeneration and demyelination. Among the genes that raises MS risk are the HLA-class II genes. The goals of this study were to investigate the role of the HLA-DRB1 and HLA-DQB1 genes (for the first time) in Jordanian MS patients and their association with MS disease. The association of these genes with other clinical features, such as optic neuritis, sensory impairment, and brainstem symptoms in MS patients was investigated as well using PCR-SSP techniques. Our findings indicated an association between HLA-DRB1 * 03:01 (Pc = 0.01) and HLA-DRB1 * 04:01 (Pc = 0.004) alleles with Jordanian MS patients. In addition, a significant linkage between HLA-DRB1 * 15:01 and HLA-DQB1 * 06:01 alleles (Pc ≤ 0.001 and Pc = 0.012, respectively) were presented among Jordanian MS patients with optic neuritis compared to Jordanian MS patients without optic neuritis. Moreover, HLA-DQB1 * 05:01 and HLA-DQB1 * 06:02 alleles (Pc ≤ 0.001 and Pc = 0.006, respectively) was found to be related with sensory impairment in MS patients. Additionally, HLA-DRB1 * 07:01 allele indicates a positive correlation in MS patients with brainstem symptoms (Pc < 0.001). Moreover, our results indicated that there is no association on the HLA-DRB1 ~ HLA-DQB1 haplotype level and MS disease. Knowing the genes that are linked to MS, they may facilitate MS diagnosis, prevention, and treatment at earlier stage. Also, these results may serve in the development of more potent therapeutic regimens for MS and its related complications, such as optic neuritis, sensory impairment, and brainstem symptoms.
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Affiliation(s)
- Sawsan I. Khdair
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Lubna Al-Khareisha
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
- Department of Pharmacy, Al-Bashir Hospital, Amman, Jordan
| | - Osama H. Abusara
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Alaa M. Hammad
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Alaa Khudair
- Faculty of Dentistry, Jordan University of Science and Technology, Irbid, Jordan
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2
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Rocha V, Navas C. Multiple Sclerosis Care in Latin America. Int J MS Care 2024; 27:T7-T12. [PMID: 40078445 PMCID: PMC11897605 DOI: 10.7224/1537-2073.2024-085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
Latin America (LATAM) is a diverse region with more than 30 countries, each varying in cultural, economic, and social aspects. While multiple sclerosis (MS) care in LATAM has improved, there are still challenges to address. Epidemiologic studies have shown varying incidence rates of MS in the region, influenced by factors such as genetics, environmental conditions, and regional diversity. Scientific research on MS in LATAM has increased, with publications and consensus guidelines emerging. However, access to disease-modifying treatments remains a significant challenge in many countries due to affordability issues and limited availability of certain therapies. The region also faces obstacles in providing comprehensive MS care, including rehabilitation programs and diagnosis tools. There are collaborative efforts and initiatives in LATAM that are working toward overcoming these challenges and improving the overall quality of care for people with MS in the region.
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Affiliation(s)
- Valeria Rocha
- From Direccion Nacional de Sanidad Policial, CASMU IAMPP, Hospital Británico, Montevideo, Uruguay
| | - Carlos Navas
- Clinica Colombia, Hospital San Jose, Bogotá, Colombia
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3
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Sauri-Suarez S, Quiñones S, De la Maza-Flores M, Marin-Contreras A, Playas-Pérez G, Bertado-Cortes B, Frias-Marquez F, Zuñiga-García G, Rodriguez-Leal F, Blaisdell-Vidal C, Gomez-Figueroa E. Early clinical effect of cladribine in patients with highly active multiple sclerosis in Mexico. Mult Scler J Exp Transl Clin 2024; 10:20552173241260156. [PMID: 39091340 PMCID: PMC11292702 DOI: 10.1177/20552173241260156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/22/2024] [Indexed: 08/04/2024] Open
Abstract
Background Cladribine shows efficacy in multiple sclerosis (MS), but Latin American (LATAM) real-world data is limited, despite potential sociodemographic variations. Objective Investigate baseline characteristics and clinical response in highly active MS patients in Mexico, identifying predictors of early treatment response. Method A multicenter cohort study analyzed retrospective data from individuals with "highly active" MS in the Cladribine Patient Support Program across 11 Mexican clinics. Criteria included one-year prior treatment with another disease-modifying treatment and recent relapse with specific MRI findings. Primary outcomes focused on achieving NEDA-3 status after 12 months. Results In the follow-up, 67.5% maintained NEDA-3 status. Baseline EDSS scores decreased significantly from 1.50 to 1.00 (p = 0.011), with no confirmed disability worsening. No significant differences were observed between NEDA-3 achievers and non-achievers in demographic and clinical variables. No severe adverse events were reported. Conclusion Cladribine showed early and effective control of active MS in Mexican patients, demonstrating a secure profile with minimal adverse events. This study provides valuable real-world evidence in the LATAM context.
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Affiliation(s)
- Sergio Sauri-Suarez
- ISSSTE National Medical Center 20 de noviembre, Mexico City, Mexico Internal Medicine Department, IMSS HGZ 1A Venados, Mexico City, Mexico
| | - Sandra Quiñones
- Department of Neurology, ISSSTE National Medical Center 20 de noviembre, Mexico City, Mexico
| | | | | | - Gil Playas-Pérez
- Department of Neurology, General Hospital of Mexico, Mexico City, Mexico
| | - Brenda Bertado-Cortes
- Department of Neurology, IMSS Siglo XXI National Medical Center, Mexico City, Mexico
| | | | - Gilberto Zuñiga-García
- Department of Neurology, ISSSTE Regional General Hospital “Gral. Ignacio Zaragoza”, Mexico City, Mexico
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Boullerne AI, Goudey B, Paganini J, Erlichster M, Gaitonde S, Feinstein DL. Validation of tag SNPs for multiple sclerosis HLA risk alleles across the 1000 genomes panel. Hum Immunol 2024; 85:110790. [PMID: 38575482 DOI: 10.1016/j.humimm.2024.110790] [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: 09/12/2023] [Revised: 02/10/2024] [Accepted: 03/21/2024] [Indexed: 04/06/2024]
Abstract
Currently, the genetic variants strongly associated with risk for Multiple Sclerosis (MS) are located in the Major Histocompatibility Complex. This includes DRB1*15:01 and DRB1*15:03 alleles at the HLA-DRB1 locus, the latter restricted to African populations; the DQB1*06:02 allele at the HLA-DQB1 locus which is in high linkage disequilibrium (LD) with DRB1*15:01; and protective allele A*02:01 at the HLA-A locus. HLA allele identification is facilitated by co-inherited ('tag') single nucleotide polymorphisms (SNPs); however, SNP validation is not typically done outside of the discovery population. We examined 19 SNPs reported to be in high LD with these alleles in 2,502 healthy subjects included in the 1000 Genomes panel having typed HLA data. Examination of 3 indices (LD R2 values, sensitivity and specificity, minor allele frequency) revealed few SNPs with high tagging performance. All SNPs examined that tag DRB1*15:01 were in perfect LD in the British population; three showed high tagging performance in 4 of the 5 European, and 2 of the 4 American populations. For DQB1*06:02, with no previously validated tag SNPs, we show that rs3135388 has high tagging performance in one South Asian, one American, and one European population. We identify for the first time that rs2844821 has high tagging performance for A*02:01 in 5 of 7 African populations including African Americans, and 4 of the 5 European populations. These results provide a basis for selecting SNPs with high tagging performance to assess HLA alleles across diverse populations, for MS risk as well as for other diseases and conditions.
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Affiliation(s)
- Anne I Boullerne
- Department of Anesthesiology, University Illinois, Chicago, IL, USA.
| | - Benjamin Goudey
- The Florey Department of Neuroscience and Mental Health, The University of Melbourne, Melbourne, Victoria, Australia; Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Michael Erlichster
- MX3 Diagnostics, Melbourne, Victoria, Australia; Centre for Neural Engineering, University of Melbourne, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Sujata Gaitonde
- Department of Pathology, University Illinois, Chicago, IL, USA
| | - Douglas L Feinstein
- Department of Anesthesiology, University Illinois, Chicago, IL, USA; Jesse Brown Veterans Affairs Medical Center, Chicago, IL, USA
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5
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Wu L, Liu B, Wei Y, Lu P. Association between MEF2 family gene polymorphisms and susceptibility to multiple sclerosis in Chinese population. Acta Neurol Belg 2024; 124:141-149. [PMID: 37572262 DOI: 10.1007/s13760-023-02357-0] [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: 05/12/2023] [Accepted: 07/31/2023] [Indexed: 08/14/2023]
Abstract
PURPOSE Multiple sclerosis (MS) is an autoimmune disease characterized by inflammatory demyelinating lesions in the white matter of the central nervous system. Myocyte enhancer factor 2 (MEF2) family genes play important roles in the immune response. This study focuses on the relationship between MEF2 family gene polymorphisms and MS. METHODS A total of 174 MS patients and 120 healthy controls were recruited. Polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was used to analyze the gene polymorphisms of MEF2D and MEF2C. In addition, peripheral blood was collected and leukocytes were isolated. The transcription level of MEF2D in the two groups of samples was detected with quantitative real time polymerase chain reaction (qRT-PCR). RESULTS We found that the C allele frequency and CC genotype frequency of rs2274316 in MEF2D were significantly higher in MS patients. The C allele and CT genotype distribution for rs3790455 were significantly more frequent in MS patients. Female patients showed higher CC genotype frequency of rs2274316. The genotype frequency distribution of rs2274316 and rs3790455 were not related to onset age and phenotype of MS patients. In addition, this study also proved that MEF2D was significantly overexpressed in the peripheral blood leukocytes of MS patients. The transcription level of MEF2D was significantly higher in patients with CC genotype of rs2274316. CONCLUSION These findings suggest rs2274316 and rs3790455 of MEF2D gene are potential genetic risk factors for MS in Chinese population. The transcription level of MEF2D is also associated with susceptibility to MS and MEF2D gene polymorphisms.
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Affiliation(s)
- Lei Wu
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, 310000, China
| | - Bo Liu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, 310000, China
| | - Yanbing Wei
- School of Statistics, Renmin University of China, Beijing, 100000, China.
| | - Peng Lu
- Hangzhou Cred Technology Co., Ltd, Hangzhou, 310000, China
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Tardo L, Salter A, Truong-Le M, Horton L, Blackburn KM, Sguigna PV. A narrative review of neuro-ophthalmologic disease in African Americans and Hispanics with multiple sclerosis. Ther Adv Chronic Dis 2023; 14:20406223231202645. [PMID: 37790945 PMCID: PMC10542320 DOI: 10.1177/20406223231202645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 09/05/2023] [Indexed: 10/05/2023] Open
Abstract
Multiple sclerosis (MS) is the most common non-traumatic cause of disability in young people, with vision loss in the disease representing the second largest contributor to disability. In particular, African-American patients with MS are noted to have lower vision than their Caucasian counterparts. In this review, we examine the disparities in eye diseases in the MS population with our gaps in knowledge and discuss the underlying nature of pathological disparities.
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Affiliation(s)
- Lauren Tardo
- Department of Neurology, The University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8806, USA
| | - Amber Salter
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Melanie Truong-Le
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Ophthalmology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Lindsay Horton
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Kyle M. Blackburn
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Peter V. Sguigna
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
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7
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Gomez-Gaitan EA, Garcia-Ortega YE, Saldaña-Cruz AM, Contreras-Haro B, Gamez-Nava JI, Perez-Guerrero EE, Nava-Valdivia CA, Gallardo-Moya S, Martinez-Hernandez A, Gonzalez Lopez L, Rios-Gonzalez BE, Marquez-Pedroza J, Mendez-del Villar M, Esparza-Guerrero Y, Villagomez-Vega A, Macias Islas MA. Genetic Variant HLA-DRB1*0403 and Therapeutic Response to Disease-Modifying Therapies in Multiple Sclerosis: A Case-Control Study. Int J Mol Sci 2023; 24:14594. [PMID: 37834042 PMCID: PMC10572793 DOI: 10.3390/ijms241914594] [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: 07/25/2023] [Revised: 09/06/2023] [Accepted: 09/14/2023] [Indexed: 10/15/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic and demyelinating disease with an autoimmune origin, which leads to neurodegeneration and progressive disability. Approximately 30 to 50% of patients do not respond optimally to disease-modifying therapies (DMTs), and therapeutic response may be influenced by genetic factors such as genetic variants. Therefore, our study aimed to investigate the association of the HLA-DRB1*0403 genetic variant and therapeutic response to DMTs in MS. We included 105 patients with MS diagnosis. No evidence of disease activity based on the absence of clinical relapse, disability progression or radiological activity (NEDA-3) was used to classify the therapeutic response. Patients were classified as follows: (a) controls: patients who achieved NEDA-3; (b) cases: patients who did not achieve NEDA-3. DNA was extracted from peripheral blood leukocytes. HLA-DRB1*0403 genetic variant was analyzed by quantitative polymerase chain reaction (qPCR) using TaqMan probes. NEDA-3 was achieved in 86.7% of MS patients treated with DMTs. Genotype frequencies were GG 50.5%, GA 34.3%, and AA 15.2%. No differences were observed in the genetic variant AA between patients who achieved NEDA-3 versus patients who did not achieve NEDA-3 (48.7% vs. 43.1%, p = 0.6). We concluded that in Mexican patients with MS, HLA-DRB1*0403 was not associated with the therapeutic response to DMTs.
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Affiliation(s)
- Esteban Alejandro Gomez-Gaitan
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Yessica Eleanet Garcia-Ortega
- Neurology Department, Western National Medical Center, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico;
| | - Ana Miriam Saldaña-Cruz
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Betsabe Contreras-Haro
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
- Biomedical Research Unit 02, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico
| | - Jorge Ivan Gamez-Nava
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Emilio Edsaul Perez-Guerrero
- Institute of Biomedical Sciences, Department of Genetics and Molecular Physiology, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Cesar Arturo Nava-Valdivia
- Department of Microbiology and Pathology, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Sergio Gallardo-Moya
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Alejandra Martinez-Hernandez
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Laura Gonzalez Lopez
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | | | - Jazmin Marquez-Pedroza
- Neurosciences Division, Western Biomedical Research Center, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico;
| | - Miriam Mendez-del Villar
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
| | - Yussef Esparza-Guerrero
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Alejandra Villagomez-Vega
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
| | - Miguel Angel Macias Islas
- Neurosciences Departament, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico
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Beecham AH, Amezcua L, Chinea A, Manrique CP, Gomez L, Martinez A, Beecham GW, Patsopoulos NA, Chitnis T, Weiner HL, De Jager PL, Burchard EG, Lund BT, Fitzgerald KC, Calabresi PA, Delgado SR, Oksenberg JR, McCauley JL. Ancestral risk modification for multiple sclerosis susceptibility detected across the Major Histocompatibility Complex in a multi-ethnic population. PLoS One 2022; 17:e0279132. [PMID: 36548255 PMCID: PMC9778564 DOI: 10.1371/journal.pone.0279132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022] Open
Abstract
The Major Histocompatibility Complex (MHC) makes the largest genetic contribution to multiple sclerosis (MS) susceptibility, with 32 independent effects across the region explaining 20% of the heritability in European populations. Variation is high across populations with allele frequency differences and population-specific risk alleles identified. We sought to identify MHC-specific MS susceptibility variants and assess the effect of ancestral risk modification within 2652 Latinx and Hispanic individuals as well as 2435 Black and African American individuals. We have identified several novel susceptibility alleles which are rare in European populations including HLA-B*53:01, and we have utilized the differing linkage disequilibrium patterns inherent to these populations to identify an independent role for HLA-DRB1*15:01 and HLA-DQB1*06:02 on MS risk. We found a decrease in Native American ancestry in MS cases vs controls across the MHC, peaking near the previously identified MICB locus with a decrease of ~5.5% in Hispanics and ~0.4% in African Americans. We have identified several susceptibility variants, including within the MICB gene region, which show global ancestry risk modification and indicate ancestral differences which may be due in part to correlated environmental factors. We have also identified several susceptibility variants for which MS risk is modified by local ancestry and indicate true ancestral genetic differences; including HLA-DQB1*06:02 for which MS risk for European allele carriers is almost two times the risk for African allele carriers. These results validate the importance of investigating MS susceptibility at an ancestral level and offer insight into the epidemiology of MS phenotypic diversity.
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Affiliation(s)
- Ashley H. Beecham
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Dr. John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Lilyana Amezcua
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Angel Chinea
- San Juan MS Center, Guaynabo, Puerto Rico, United States of America
| | - Clara P. Manrique
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Lissette Gomez
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Andrea Martinez
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Gary W. Beecham
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Dr. John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Nikolaos A. Patsopoulos
- Ann Romney Center for Neurological Diseases, Brigham and Women’s Hospital, Boston, MA, United States of America
| | - Tanuja Chitnis
- Ann Romney Center for Neurological Diseases, Brigham and Women’s Hospital, Boston, MA, United States of America
| | - Howard L. Weiner
- Ann Romney Center for Neurological Diseases, Brigham and Women’s Hospital, Boston, MA, United States of America
| | - Philip L. De Jager
- Center For Translational & Computational Neuroimmunology and the Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States of America
| | - Esteban G. Burchard
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, United States of America
| | - Brett T. Lund
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Kathryn C. Fitzgerald
- Department of Neurology and The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Peter A. Calabresi
- Department of Neurology and The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Silvia R. Delgado
- Multiple Sclerosis Division, Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Jorge R. Oksenberg
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States of America
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Dr. John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
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Ozanimod to Treat Relapsing Forms of Multiple Sclerosis: A Comprehensive Review of Disease, Drug Efficacy and Side Effects. Neurol Int 2020; 12:89-108. [PMID: 33287177 PMCID: PMC7768354 DOI: 10.3390/neurolint12030016] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/20/2020] [Accepted: 12/01/2020] [Indexed: 12/16/2022] Open
Abstract
Multiple sclerosis (MS) is a prevalent and debilitating neurologic condition characterized by widespread neurodegeneration and the formation of focal demyelinating plaques in the central nervous system. Current therapeutic options are complex and attempt to manage acute relapse, modify disease, and manage symptoms. Such therapies often prove insufficient alone and highlight the need for more targeted MS treatments with reduced systemic side effect profiles. Ozanimod is a novel S1P (sphingosine-1-phosphate) receptor modulator used for the treatment of clinically isolated syndrome, relapsing–remitting, and secondary progressive forms of multiple sclerosis. It selectively modulates S1P1 and S1P5 receptors to prevent autoreactive lymphocytes from entering the CNS where they can promote nerve damage and inflammation. Ozanimod was approved by the US Food and Drug Administration (US FDA) for the management of multiple sclerosis in March 2020 and has been proved to be both effective and well tolerated. Of note, ozanimod is associated with the following complications: increased risk of infections, liver injury, fetal risk, increased blood pressure, respiratory effects, macular edema, and posterior reversible encephalopathy syndrome, among others. Further investigation including head-to-head clinical trials is warranted to evaluate the efficacy of ozanimod compared with other S1P1 receptor modulators.
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10
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Beecham AH, Amezcua L, Chinea A, Manrique CP, Rubi C, Isobe N, Lund BT, Santaniello A, Beecham GW, Burchard EG, Comabella M, Patsopoulos N, Fitzgerald K, Calabresi PA, De Jager P, Conti DV, Delgado SR, Oksenberg JR, McCauley JL. The genetic diversity of multiple sclerosis risk among Hispanic and African American populations living in the United States. Mult Scler 2020; 26:1329-1339. [PMID: 31368393 PMCID: PMC6994382 DOI: 10.1177/1352458519863764] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Substantial progress has been made toward unraveling the genetic architecture of multiple sclerosis (MS) within populations of European ancestry, but few genetic studies have focused on Hispanic and African American populations within the United States. OBJECTIVE We sought to test the relevance of common European MS risk variants outside of the major histocompatibility complex (n = 200) within these populations. METHODS Genotype data were available on 2652 Hispanics (1298 with MS, 1354 controls) and 2435 African Americans (1298 with MS, 1137 controls). We conducted single variant, pathway, and cumulative genetic risk score analyses. RESULTS We found less replication than statistical power suggested, particularly among African Americans. This could be due to limited correlation between the tested and causal variants within the sample or alternatively could indicate allelic and locus heterogeneity. Differences were observed between pathways enriched among the replicating versus all 200 variants. Although these differences should be examined in larger samples, a potential role exists for gene-environment or gene-gene interactions which alter phenotype differentially across racial and ethnic groups. Cumulative genetic risk scores were associated with MS within each study sample but showed limited diagnostic capability. CONCLUSION These findings provide a framework for fine-mapping efforts in multi-ethnic populations of MS.
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Affiliation(s)
- A H Beecham
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, USA/The Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - L Amezcua
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - A Chinea
- San Juan MS Center, Guaynabo, Puerto Rico, USA; Universidad Central del Caribe, Bayamon, Puerto Rico, USA
| | - C P Manrique
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - C Rubi
- San Juan MS Center, Guaynabo, Puerto Rico, USA; Universidad Central del Caribe, Bayamon, Puerto Rico, USA
| | - N Isobe
- Department of Neurological Therapeutics, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - B T Lund
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - A Santaniello
- Department of Neurology, University of California at San Francisco, San Francisco, CA, USA
| | - G W Beecham
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, USA/The Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - E G Burchard
- Departments of Medicine and Bioengineering and Therapeutic Sciences, University of California at San Francisco, San Francisco, CA, USA
| | - M Comabella
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Institut de Recerca Vall d'Hebron (VHIR), Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - N Patsopoulos
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - K Fitzgerald
- Department of Neurology and The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - P A Calabresi
- Department of Neurology and The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - P De Jager
- Center for Translational and Computational Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA
| | - D V Conti
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - S R Delgado
- Multiple Sclerosis Division, Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - J R Oksenberg
- Department of Neurology, University of California at San Francisco, San Francisco, CA, USA
| | - J L McCauley
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, USA/The Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
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11
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De Silvestri A, Capittini C, Mallucci G, Bergamaschi R, Rebuffi C, Pasi A, Martinetti M, Tinelli C. The Involvement of HLA Class II Alleles in Multiple Sclerosis: A Systematic Review with Meta-analysis. DISEASE MARKERS 2019; 2019:1409069. [PMID: 31781296 PMCID: PMC6875418 DOI: 10.1155/2019/1409069] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 10/01/2019] [Accepted: 10/08/2019] [Indexed: 12/20/2022]
Abstract
Multiple Sclerosis (MS) displays a heterogeneous clinical onset and progression, which are mostly unpredictable, but demyelination of the central nervous system (CNS) leads to substantial deficits of sensory, motor, autonomic, and neurocognitive functions. Considering all genetic studies on MS, including the advanced genome-wide association studies, the risk linked to HLA alleles remains the highest among other susceptibility genetic variants. However, given the genetic variability of HLA alleles in different ethnic groups, we conducted a systematic review of reviews and meta-analyses aiming at summarizing all the results on the association between MS and HLA class II genes. We systematically searched meta-analyses and systematic reviews dealing with MS and HLA in all ethnicities. From 154 records, we included 5 articles collecting HLA data from 15,232 MS patients and 24,194 ethnically matched controls. DRB1∗15 (OR ranging from 1.39 in Chinese Han to 2.59 in Caucasians) and DQB1∗06:02 (OR ranging from 1.91 in Caucasians to 2.49 in Colombian) alleles confer an increased risk for MS transethnically (Caucasians, Chinese, South Americans, Carribeans, Middle Easterners, Japanese, and North Africans). DRB1∗01, DRB1∗09, DRB1∗11, DRB1∗12, and DRB1∗16 alleles were protective, in agreement with the type of amino-acidic (aa) residues (ranging from position 9 to 90) included in pockets 1, 4, 6, 7, and 9, which are most involved in peptide presentation. Changes in aa residues affect the capability of HLA molecules in binding myelin peptides. DQB1∗06:02 risk allele seems to be the most interesting target as humanized mice expressing only DQB1∗06:02 develop MS-like disease mediated by autoimmune reactions against myelin oligodendrocytic basic protein that stabilizes the myelin. Our summary of results from a high number of patients and controls suggests that allelic variants from both DQB1 and DRB1 genes are equally involved in MS susceptibility/protection transethnically.
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Affiliation(s)
- A. De Silvestri
- Clinical Epidemiology and Biometric Unit, IRCCS Policlinico S. Matteo Foundation, Viale Golgi 19, 27100 Pavia, Italy
| | - C. Capittini
- Clinical Epidemiology and Biometric Unit, IRCCS Policlinico S. Matteo Foundation, Viale Golgi 19, 27100 Pavia, Italy
- Department of Biology and Biotechnology “Lazzaro Spallanzani”, University of Pavia, Italy
| | - G. Mallucci
- Inter-Department Multiple Sclerosis Research Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - R. Bergamaschi
- Inter-Department Multiple Sclerosis Research Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - C. Rebuffi
- Scientific Documentation Service, IRCCS Policlinico S. Matteo Foundation, Viale Golgi 19, 27100 Pavia, Italy
| | - A. Pasi
- Department of Transfusion Medicine and Immuno-Hematology (Laboratory of Immunogenetics), IRCCS Policlinico S. Matteo Foundation, Viale Golgi 19, 27100 Pavia, Italy
| | - M. Martinetti
- Department of Biology and Biotechnology “Lazzaro Spallanzani”, University of Pavia, Italy
| | - C. Tinelli
- Clinical Epidemiology and Biometric Unit, IRCCS Policlinico S. Matteo Foundation, Viale Golgi 19, 27100 Pavia, Italy
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12
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Ünsal MA, Manukyan NY, IŞik N, Dİreskenelİ GS. Assessment of IL-7RA T244I Polymorphism as a Risk Factor of Multiple Sclerosis in Turkish Population. ACTA ACUST UNITED AC 2019; 57:280-282. [PMID: 33354118 DOI: 10.29399/npa.23437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2018] [Accepted: 12/18/2018] [Indexed: 11/07/2022]
Abstract
Introduction The T244I variant of the IL-7RA gene, rs6897932, is one of the first polymorphisms found to be associated with the development of multiple sclerosis (MS). Although several studies provided evidence for the association of MS and this variant, other studies could not confirm this result. These inconsistent results suggest that the role of this polymorphism in the development of disease is associated with ethnicity. Methods We investigated rs6897932 polymorphisms in a large cohort of patients with MS and healthy controls in a turkish population. Results In our study, there were no significant differences in genotype frequencies in the IL-7RA rs6897932 polymorphism and no significant difference between C and T alleles in patients with MS and controls. Conclusion This study is the first to evaluate the risk of the rs6897932 polymorphism in turkish patients with MS.
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Affiliation(s)
- Miraç Aysen Ünsal
- Neurology Department, Sultan Abdülhamid Han Training Hospital, İstanbul, Turkey
| | | | - Nihal IŞik
- Neurology Department, Okan University School of Medicine, İstanbul, Turkey
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13
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Katsavos S, Artemiadis A, Gontika M, Skarlis C, Markoglou N, Davaki P, Stamboulis E, Kilindireas K, Stefanis L, Anagnostouli M. HLA-DRB1 differences in allelic distribution between familial and sporadic multiple sclerosis in a Hellenic cohort. Postgrad Med 2019; 131:490-495. [DOI: 10.1080/00325481.2019.1655382] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Serafeim Katsavos
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Artemios Artemiadis
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
- Medical School, University of Cyprus, Nicosia, Cyprus
| | - Maria Gontika
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Charalampos Skarlis
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Nikolaos Markoglou
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Panagiota Davaki
- Demyelinating Diseases Clinic, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Eleftherios Stamboulis
- 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Konstantinos Kilindireas
- Demyelinating Diseases Clinic, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Leonidas Stefanis
- 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
| | - Maria Anagnostouli
- Immunogenetics Laboratory, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
- Demyelinating Diseases Clinic, 1st Dept of Neurology, Medical School, National and Kapodistrian University of Athens, NKUA, Aeginition Hospital, Athens, Greece
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da Silva Bernardes M, Antão Paiva CL, Ribeiro Paradela E, Papais Alvarenga M, Ferreira Pereira F, Vasconcelos CC, Papais Alvarenga RM. Familial multiple sclerosis in a Brazilian sample: Is HLA-DR15 involved in susceptibility to the disease? J Neuroimmunol 2019; 330:74-80. [PMID: 30836273 DOI: 10.1016/j.jneuroim.2019.02.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 01/20/2019] [Accepted: 02/13/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND The HLA-DR15 extended haplotype HLA-DRB1*15:01-DQA1*01:02-DQB1*06:02 comprises the strongest genetic risk factor for multiple sclerosis (MS). The aim of this work was to investigate whether HLA-DR15 alleles were significantly associated with the susceptibility to MS familial forms (MSf) in an admixed Brazilian population. METHODS Association analyses between DR15 and the clinical and demographic variables were made. RESULTS We have genotyped 25 familial cases. The DR15 was detected in 11/25 (44%) of them and in none of controls (P < .00001). DR15 was significantly associated to a foreign ancestor background (P = .029) and later age of onset (P = .018).
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Affiliation(s)
- Melina da Silva Bernardes
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil.
| | - Carmen Lucia Antão Paiva
- Department of Genetics and Molecular Biology, Instituto Biomédico, Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Frei Caneca 94, Rio de Janeiro/RJ 20211-040, Brazil
| | - Eduardo Ribeiro Paradela
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil
| | - Marcos Papais Alvarenga
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil; Department of Neurology, Hospital da Lagoa, Ministry of Health, Rua Jardim Botânico 501, Rio de Janeiro/RJ 22470-050, Brazil
| | - Fernanda Ferreira Pereira
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil
| | - Claudia Cristina Vasconcelos
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil; Department of Neurology, Hospital da Lagoa, Ministry of Health, Rua Jardim Botânico 501, Rio de Janeiro/RJ 22470-050, Brazil
| | - Regina Maria Papais Alvarenga
- Graduate Progam in Neurology (PPGNEURO), Hospital Universitário Gaffrée e Guinle (HUGG), Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Rua Mariz e Barros 775, Rio de Janeiro/RJ 20270-004, Brazil; Department of Neurology, Hospital da Lagoa, Ministry of Health, Rua Jardim Botânico 501, Rio de Janeiro/RJ 22470-050, Brazil
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15
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Zheng W, Chen Y, Chen H, Xiao W, Liang Y, Wang N, Jiang X, Wen S. Identification of key target genes and biological pathways in multiple sclerosis brains using microarray data obtained from the Gene Expression Omnibus database. Neurol Res 2018; 40:883-891. [PMID: 30074468 DOI: 10.1080/01616412.2018.1497253] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVE The purpose of this study was to investigate critical genes in multiple sclerosis (MS) using microarray data from brain tissue in MS. MATERIALS The expression profile data set of MS (GSE38010) downloaded from the Gene Expression Omnibus database contained gene information from five plaque tissues from MS brains and two white matter tissues from healthy controls. An R package was applied to process these raw chip data. Gene Ontology (GO) functional analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and protein-protein interaction (PPI) network analysis were performed to investigate interactions between differentially expressed genes (DEGs) in MS brain tissues. RESULTS This study identified a total of 1065 DEGs, including 530 up-regulated genes and 535 down-regulated genes, in MS brain tissue samples compared to those in normal white matter tissue samples. GO and KEGG pathway enrichment analyses showed that the up-regulated DEGs were mainly related to neuron development, neuron projection morphogenesis and neuron differentiation. Furthermore, the down-regulated DEGs were largely related to axon ensheathment, ensheathment of neurons and nervous system development. Seven key genes were found as hub genes in the maintenance of the PPI network. CONCLUSION Several key target genes and their GO and KEGG pathway enrichment identified in the present study may serve as feasible targets for MS therapies.
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Affiliation(s)
- Weipeng Zheng
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Yimin Chen
- b First Clinical College of Guangzhou Medical University , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Haoyi Chen
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Wende Xiao
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - YingJie Liang
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Ning Wang
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Xin Jiang
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
| | - Shifeng Wen
- a Department of Orthopedics, Guangzhou First People's Hospital , Guangzhou Medical University , Guangzhou , People's Republic of China
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16
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Mohajer B, Abbasi N, Pishgar F, Abdolalizadeh A, Ebrahimi H, Razaviyoun T, Mohebbi F, Eskandarieh S, Sahraian MA. HLA-DRB1 polymorphism and susceptibility to multiple sclerosis in the Middle East North Africa region: A systematic review and meta-analysis. J Neuroimmunol 2018; 321:117-124. [PMID: 29957381 DOI: 10.1016/j.jneuroim.2018.06.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/04/2018] [Accepted: 06/05/2018] [Indexed: 12/17/2022]
Abstract
This meta-analysis explores association of HLA-DRB1 alleles with MS risk in the Middle-east North Africa (MENA) countries. Divided into two groups of alleles (10 studies, 899 cases/1457 controls) and phenotypes (8 studies, 1,040 cases/1,256 controls), Odds ratios (ORs) of DRB1 distribution in MS subjects were assessed using Cochrane RevMan software. DRB1*15 demonstrated significant association with MS in both groups (OR=1.6 and OR=2.51, respectively). In phenotypes, DRB1*03 and DRB1*04 had predisposing role (OR=1.8 and OR=1.9), while DRB1*07 and DRB1*11 were protective (OR=0.56 and OR=0.67). Similar but non-significant trends were seen among alleles, which in sum coincides with a Caucasian-like pattern.
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Affiliation(s)
- Bahram Mohajer
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran; Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Nooshin Abbasi
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Farhad Pishgar
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Amirhussein Abdolalizadeh
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Hedyeh Ebrahimi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Taraneh Razaviyoun
- Department of Medical Parasitology and Mycology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Farnam Mohebbi
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sharareh Eskandarieh
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Sahraian
- MS Research Centre, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.
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17
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Amezcua L. MS in self-identified Hispanic/Latino individuals living in the US. Mult Scler J Exp Transl Clin 2017; 3:2055217317725103. [PMID: 28979795 PMCID: PMC5617095 DOI: 10.1177/2055217317725103] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Accepted: 07/07/2017] [Indexed: 12/26/2022] Open
Abstract
Self-identified Hispanic/Latino individuals living with multiple sclerosis (MS) in the continental United States (US) are a diverse group that represents different cultural and ancestral backgrounds. A marked variability in the way MS affects various subgroups of Hispanics in the US has been observed. We reviewed and synthesized available data about MS in Hispanics in the US. There are likely a host of multifactorial elements contributing to these observations that could be explained by genetic, environmental, and social underpinnings. Barriers to adequate MS care in Hispanics are likely to include delivery of culturally competent care and social and economic disadvantages. Considerable efforts, including the formation of a national consortium known as the Alliance for Research in Hispanic Multiple Sclerosis (ARHMS), are underway to help further explore these various factors.
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Affiliation(s)
- Lilyana Amezcua
- Department of Neurology, University of Southern California, Keck School of Medicine, USA
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19
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Correa E, Paredes V, Martínez B. Prevalence of multiple sclerosis in Latin America and its relationship with European migration. Mult Scler J Exp Transl Clin 2017; 2:2055217316666407. [PMID: 28607738 PMCID: PMC5433402 DOI: 10.1177/2055217316666407] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 08/04/2016] [Indexed: 12/03/2022] Open
Abstract
Multiple sclerosis (MS) is a chronic, degenerative autoimmune inflammatory disease of the central nervous system. The prevalence is different in every continent, changing according to geographical and environmental characteristics. The areas with the highest prevalence in the world are Europe and North America. In Latin America, the prevalence is higher in areas where there was greater European migration, as in the case of Argentina, Chile, Brazil, Uruguay and Mexico, and there have been no identified cases amongst native Indian populations. It should be considered that environmental factors may influence the prevalence of MS in Latin America, and it seems as if there are protective factors such as exposure to ultraviolet radiation and the presence of parasitosis.
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Affiliation(s)
| | | | - Braulio Martínez
- Department of Neurology and Autoimmune Diseases, Carlos Andrade Marin Hospital, Quito, Ecuador
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20
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Liu H, Huang J, Dou M, Liu Y, Xiao B, Liu X, Huang Z. Variants in the IL7RA gene confer susceptibility to multiple sclerosis in Caucasians: evidence based on 9734 cases and 10436 controls. Sci Rep 2017; 7:1207. [PMID: 28446795 PMCID: PMC5430888 DOI: 10.1038/s41598-017-01345-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 03/28/2017] [Indexed: 12/31/2022] Open
Abstract
Recently, numerous genome wide association studies (GWAS) and other case-control association studies examining the relationship between interleukin-7 receptor α chain (IL7RA) gene rs3194051, rs987107, rs11567686, and rs11567685 variants and multiple sclerosis (MS) risk have been conducted, but the conclusions have been inconsistent. The main objective of this meta-analysis was to more precisely explore the association of these four IL7RA variants with MS development. Twenty-seven eligible studies involving 9734 cases and 10436 controls were included in the present meta-analysis. Power calculation, publication bias, sensitivity analysis and cumulative meta-analysis were performed to derive a reliable conclusion. Our study indicated three IL7RA loci were significantly associated with increasing MS risk (rs3194051: recessive model: OR = 1.22, 95% CI 1.08–1.38; rs987107: recessive model: OR = 1.44, 95% CI 1.22–1.69; and rs11567686: dominant model: OR = 1.18, 95% CI 1.01–1.37). Additionally, IL7RA rs11567685 variants might not be related to MS development. In all, IL7RA locus polymorphisms could play an important role in the predisposition to MS, which could contribute to a better understanding the pathogenesis of multiple sclerosis.
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Affiliation(s)
- Hong Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Jian Huang
- Department of Neurosurgery, Dalingshan Hospital, Dongguan, Guangdong, 523819, China
| | - Mengmeng Dou
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Yong Liu
- School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong, 524023, China
| | - Biying Xiao
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Xu Liu
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong, 523808, China.
| | - Zunnan Huang
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China. .,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China. .,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong, 524023, China.
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Werneck LC, Lorenzoni PJ, Arndt RC, Kay CSK, Scola RH. The immunogenetics of multiple sclerosis. The frequency of HLA-alleles class 1 and 2 is lower in Southern Brazil than in the European population. ARQUIVOS DE NEURO-PSIQUIATRIA 2016; 74:607-16. [DOI: 10.1590/0004-282x20160100] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 05/25/2016] [Indexed: 11/22/2022]
Abstract
ABSTRACT Objective To study the HLA of class 1and 2 in a multiple sclerosis (MS) population to verify the susceptibility for the disease in the Southern Brazil. Methods We analyzed patients with MS and controls, by direct sequencing of the genes related to HLA DRB1, DQB1, DPB1, A, B and C alleles with high resolution techniques. Results We found a lower frequency of all HLA alleles class 1 and 2 in MS and controls comparing to the European population. Several alleles had statistical correlation, but after Bonferroni correction, the only allele with significance was the HLA-DQB1*02:03, which has a positive association with MS. Conclusions Our data have different frequency of HLA-alleles than the previous published papers in the Southeast Brazil and European population, possible due to several ethnic backgrounds.
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Tavakolpour S. Interleukin 7 receptor polymorphisms and the risk of multiple sclerosis: A meta-analysis. Mult Scler Relat Disord 2016; 8:66-73. [PMID: 27456877 DOI: 10.1016/j.msard.2016.05.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 04/17/2016] [Accepted: 05/01/2016] [Indexed: 12/22/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is considered as the most common chronic inflammatory neurologic disorder diagnosed in young adults. Both environmental and genetic factors may influence risk of MS development. Interleukin 7 receptor (IL7R) is one of the most studied gene polymorphism on MS that may play a possible role in MS development. The most studied polymorphism of IL7R gene is "rs6897932" polymorphism on IL7Rα gene (IL7RA). METHODS PubMed, Scopus, and Google scholar databases were searched for all of related studies on the association of IL7RA polymorphism with single nucleotide polymorphism (SNP) ID of "rs6897932" and the risk of MS through August 07, 2015. After exclusion of irrelevant articles, 11 eligible studies were selected, which were analyzed to determine an association between the MS and IL7R T244I polymorphism (rs6897932). For identification of this association, odds ratios (ORs) and 95% confidence interval (95% CI) were calculated. Four models of allelic (T vs. C), co-dominant genotype (TT vs. CC), dominant (TT+CT vs. CC), and recessive genotypes (TT vs. CT+CC) were considered to check the possible role of rs6897932 polymorphism in MS. A sensitivity analysis was conducted to find the reliability of this study. Furthermore, funnel plots were used to evaluate publication bias. RESULTS A total of 11 case-control studies were identified through this meta-analysis, which containing 6752 cases and 7349 controls. In overall, the frequency of the C allele was found to be higher in patients with MS compared to healthy controls (75.66% vs. 72.19%). T allele was significantly associated with the decreased risk of MS in a random effect model (T vs. C: OR=0.84, 95% CI=0.77-0.92, P-value <0.001). In the co-dominant, dominant, and recessive genotypes models, a significant association between the IL7R T244I polymorphism and MS risk was demonstrated (TT vs. CC: OR=0.70, 95% CI=0.61-0.80, P-value <0.001; TT+CT vs. CC: OR=0.82, 95% CI=0.73-0.92, P-value <0.001; TT vs. CT+CC: OR=0.76, 95% CI=0.66-0.87, P-value <0.001). Sensitivity analysis revealed that this study is reliable. There was no evidence of publication bias. CONCLUSION It was demonstrated that the IL7R T244I polymorphism was associated with susceptibility to MS. However, more well-designed studies with large sample size are needed to validate this association between this single nucleotide polymorphism and MS.
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Affiliation(s)
- Soheil Tavakolpour
- Iran University of Medical Sciences, Tehran, Iran; Neuroscience Research center, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Neurology, Tehran University of Medical Sciences, Tehran, Iran.
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Toro J, Cuellar-Giraldo D, Díaz-Cruz C, Burbano LE, Guío CM, Reyes S, Cortes F, Cárdenas-Robledo S, Narváez DM, Cárdenas W, Porras A, Lattig MC, Groot de Restrepo H. HLA-DRB1*14 is a protective allele for multiple sclerosis in an admixed Colombian population. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2015; 3:e192. [PMID: 26740965 PMCID: PMC4694072 DOI: 10.1212/nxi.0000000000000192] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Accepted: 11/03/2015] [Indexed: 11/15/2022]
Abstract
OBJECTIVE The aim of this study was to determine ancestry informative markers, mitochondrial DNA haplogroups, and the association between HLA-DRB1 alleles and multiple sclerosis (MS) in a group of patients from Bogotá, Colombia. METHODS In this case-control study, genomic DNA was isolated and purified from blood samples. HLA-DRB1 allele genotyping was done using PCR. Mitochondrial hypervariable region 1 was amplified and haplogroups were determined using HaploGrep software. Genomic ancestry was estimated by genotyping a panel of ancestry informative markers. To test the association of HLA polymorphisms and MS, we ran separate multivariate logistic regression models. Bonferroni correction was used to account for multiple regression tests. RESULTS A total of 100 patients with MS (mean age 40.4 ± 12 years; 70% females) and 200 healthy controls (mean age 37.6 ± 11 years; 83.5% females) were included in the analysis. Ancestry proportions and haplogroup frequencies did not differ between patients and controls. HLA-DRB1*15 was present in 31% of cases and 13.5% of controls, whereas HLA-DRB1*14 was present in 5% of cases and 15.5% of controls. In the multivariate model, HLA-DRB1*15 was significantly associated with MS (odds ratio [OR] = 3.05, p < 0.001), whereas HLA-DRB1*14 was confirmed as a protective factor in our population (OR = 0.16, p = 0.001). CONCLUSIONS This study provides evidence indicating that HLA-DRB1*15 allele confers susceptibility to MS and HLA-DRB1*14 allele exerts resistance to MS in a highly admixed population. This latter finding could partially explain the low prevalence of MS in Bogotá, Colombia.
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Affiliation(s)
- Jaime Toro
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - David Cuellar-Giraldo
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Camilo Díaz-Cruz
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Lisseth-Estefania Burbano
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Claudia-Marcela Guío
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Saúl Reyes
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Fabián Cortes
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Simón Cárdenas-Robledo
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Diana M Narváez
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Wilmer Cárdenas
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Alexandra Porras
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - María-Claudia Lattig
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
| | - Helena Groot de Restrepo
- School of Medicine (J.T., D.C.-G., C.-M.G., S.R., F.C., A.P.), Universidad El Bosque, Bogotá, Colombia; Department of Neurology (J.T., D.C.-G., C.D.-C., L.-E.B., C.-M.G., S.R., S.C.-R.), Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia; and School of Medicine (J.T., D.C.-G., C.D.-C., L.-E.B., S.R., D.M.N., H.G.d.R.) and Human Genetics Laboratory (D.C.-G., D.M.N., W.C., M.-C.L., H.G.d.R.), Department of Biological Sciences, Universidad de Los Andes, Bogotá, Colombia
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Management of relapsing–remitting multiple sclerosis in Latin America: Practical recommendations for treatment optimization. J Neurol Sci 2014; 339:196-206. [DOI: 10.1016/j.jns.2014.02.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Accepted: 02/17/2014] [Indexed: 12/13/2022]
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25
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Ouadghiri S, El Alaoui Toussi K, Brick C, Ait Benhaddou E, Benseffaj N, Benomar A, El Yahyaoui M, Essakalli M. Genetic factors and multiple sclerosis in the Moroccan population: A role for HLA class II. ACTA ACUST UNITED AC 2013; 61:259-63. [DOI: 10.1016/j.patbio.2013.05.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Accepted: 05/22/2013] [Indexed: 11/12/2022]
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26
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Ojeda E, Díaz-Cortes D, Rosales D, Duarte-Rey C, Anaya JM, Rojas-Villarraga A. Prevalence and clinical features of multiple sclerosis in Latin America. Clin Neurol Neurosurg 2013; 115:381-7. [DOI: 10.1016/j.clineuro.2012.11.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2012] [Revised: 11/20/2012] [Accepted: 11/27/2012] [Indexed: 01/15/2023]
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27
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Toro J, Cárdenas S, Fernando Martínez C, Urrutia J, Díaz C. Multiple sclerosis in Colombia and other Latin American Countries. Mult Scler Relat Disord 2013; 2:80-9. [DOI: 10.1016/j.msard.2012.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 08/30/2012] [Accepted: 09/05/2012] [Indexed: 11/29/2022]
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Cruz-Tapias P, Pérez-Fernández OM, Rojas-Villarraga A, Rodríguez-Rodríguez A, Arango MT, Anaya JM. Shared HLA Class II in Six Autoimmune Diseases in Latin America: A Meta-Analysis. Autoimmune Dis 2012; 2012:569728. [PMID: 22577522 PMCID: PMC3345213 DOI: 10.1155/2012/569728] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2011] [Accepted: 01/20/2012] [Indexed: 12/23/2022] Open
Abstract
The prevalence and genetic susceptibility of autoimmune diseases (ADs) may vary depending on latitudinal gradient and ethnicity. The aims of this study were to identify common human leukocyte antigen (HLA) class II alleles that contribute to susceptibility to six ADs in Latin Americans through a meta-analysis and to review additional clinical, immunological, and genetic characteristics of those ADs sharing HLA alleles. DRB1(∗)03:01 (OR: 4.04; 95%CI: 1.41-11.53) was found to be a risk factor for systemic lupus erythematosus (SLE), Sjögren's syndrome (SS), and type 1 diabetes mellitus (T1D). DRB1(∗)04:05 (OR: 4.64; 95%CI: 2.14-10.05) influences autoimmune hepatitis (AIH), rheumatoid arthritis (RA), and T1D; DRB1(∗)04:01 (OR: 3.86; 95%CI: 2.32-6.42) is a susceptibility factor for RA and T1D. Opposite associations were found between multiple sclerosis (MS) and T1D. DQB1(∗)06:02 and DRB1(∗)15 alleles were risk factors for MS but protective factors for T1D. Likewise, DQB1(∗)06:03 allele was a risk factor for AIH but a protective one for T1D. Several common autoantibodies and clinical associations as well as additional shared genes have been reported in these ADs, which are reviewed herein. These results indicate that in Latin Americans ADs share major loci and immune characteristics.
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Affiliation(s)
- Paola Cruz-Tapias
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
- Doctoral Program in Biomedical Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Oscar M. Pérez-Fernández
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
| | - Adriana Rojas-Villarraga
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
| | - Alberto Rodríguez-Rodríguez
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
| | - María-Teresa Arango
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
- Doctoral Program in Biomedical Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Juan-Manuel Anaya
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24 No. 63C-69, Bogotá, Colombia
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Cifuentes RA, Restrepo-Montoya D, Anaya JM. The autoimmune tautology: an in silico approach. Autoimmune Dis 2012; 2012:792106. [PMID: 22474574 PMCID: PMC3303588 DOI: 10.1155/2012/792106] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Accepted: 11/26/2011] [Indexed: 11/17/2022] Open
Abstract
There is genetic evidence of similarities and differences among autoimmune diseases (AIDs) that warrants looking at a general panorama of what has been published. Thus, our aim was to determine the main shared genes and to what extent they contribute to building clusters of AIDs. We combined a text-mining approach to build clusters of genetic concept profiles (GCPs) from the literature in MedLine with knowledge of protein-protein interactions to confirm if genes in GCP encode proteins that truly interact. We found three clusters in which the genes with the highest contribution encoded proteins that showed strong and specific interactions. After projecting the AIDs on a plane, two clusters could be discerned: Sjögren's syndrome-systemic lupus erythematosus, and autoimmune thyroid disease-type1 diabetes-rheumatoid arthritis. Our results support the common origin of AIDs and the role of genes involved in apoptosis such as CTLA4, FASLG, and IL10.
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Affiliation(s)
- Ricardo A. Cifuentes
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24, No. 63-69 piso 3, Bogotá, Colombia
| | - Daniel Restrepo-Montoya
- Bioinformatics and Intelligent Systems Research Laboratory (BIOLISI), Universidad Nacional, Avenida Carrera 30, No. 45-03, Bogotá, Colombia
| | - Juan-Manuel Anaya
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Carrera 24, No. 63-69 piso 3, Bogotá, Colombia
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How does age at onset influence the outcome of autoimmune diseases? Autoimmune Dis 2011; 2012:251730. [PMID: 22195277 PMCID: PMC3238350 DOI: 10.1155/2012/251730] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Accepted: 10/31/2011] [Indexed: 12/22/2022] Open
Abstract
The age at onset refers to the time period at which an individual experiences the first symptoms of a disease. In autoimmune diseases (ADs), these symptoms can be subtle but are very relevant for diagnosis. They can appear during childhood, adulthood or late in life and may vary depending on the age at onset. Variables like mortality and morbidity and the role of genes will be reviewed with a focus on the major autoimmune disorders, namely, systemic lupus erythematosus (SLE), rheumatoid arthritis (RA), multiple sclerosis (MS), type 1 diabetes mellitus (T1D), Sjögren's syndrome, and autoimmune thyroiditis (AITD). Early age at onset is a worst prognostic factor for some ADs (i.e., SLE and T1D), while for others it does not have a significant influence on the course of disease (i.e., SS) or no unanimous consensus exists (i.e., RA and MS).
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Tobón GJ, Pers JO, Cañas CA, Rojas-Villarraga A, Youinou P, Anaya JM. Are autoimmune diseases predictable? Autoimmun Rev 2011; 11:259-66. [PMID: 22001417 DOI: 10.1016/j.autrev.2011.10.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Autoimmune diseases are complex diseases resulting of the interaction between both genetics and environmental factors over time. Different phases in the development of autoimmune diseases are characterized by the detection of serum autoantibodies several months or years before the onset of clinical manifestations and subsequent diagnosis. In addition to serum antibodies, genetic susceptibility factors may predict the future development of the disease. Currently, prediction in type 1 diabetes is the most accurate, with the analysis of genetic susceptibility factors in first-degree relatives of patients and several autoantibody tests. In the future, multiple antibodies test, in combination with the analysis of genetics, epigenetics and immunological anomalies in fine models may allow the precise prediction in autoimmune diseases. Prevention measures might thus be introduced as an attempt to avoid or delay the disease.
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Affiliation(s)
- Gabriel J Tobón
- EA Immunologie et Pathologie, Université de Bretagne Occidentale, Brest, et Centre Hospitalier Universitaire de Brest, France
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Aguirre-Cruz L, Flores-Rivera J, De La Cruz-Aguilera DL, Rangel-López E, Corona T. Multiple sclerosis in Caucasians and Latino Americans. Autoimmunity 2011; 44:571-5. [PMID: 21875378 DOI: 10.3109/08916934.2011.592887] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Epidemiological and genetic studies suggest that the prevalence, median age of onset, and specific phenotypes of multiple sclerosis (MS) are different in Caucasians and Latino Americans. Recent epidemiological studies indicate an increase in MS prevalence in Latin America (LA), where the south-north gradient of latitude described for Nordic countries does not exist. Analysis of MS epidemiological and specific aspects in LA suggests that susceptibility and clinical behavior of the disease are related to mixtures and admixtures of genes in the population. MS is not present in Amerindians with Mongoloid genes, such as occurs in other pure ethnic groups. Surely, future studies will be carried out to obtain more reliable information. In this review, we contrast and analyze the available data of MS in LA and endemic countries.
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Affiliation(s)
- Lucinda Aguirre-Cruz
- Laboratory of Neuroimunoendocrinology, National Institute of Neurology and Neurosurgery of Mexico, Mexico DF, Mexico
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Abstract
There is now growing evidence that autoimmunity is the common trait connecting multiple clinical phenotypes albeit differences in tissue specificity, pathogenetic mechanisms, and therapeutic approaches cannot be overlooked. Over the past years we witnessed a constant growth of the number of publications related to autoimmune diseases in peer-reviewed journals of the immunology area. Original data referred to factors from common injury pathways (i.e. T helper 17 cells, serum autoantibodies, or vitamin D) and specific diseases such as multiple sclerosis, systemic lupus erythematosus, and rheumatoid arthritis. As an example, the issue of a latitudinal gradient in the prevalence and incidence rates has been proposed for all autoimmune diseases and was recently coined as geoepidemiology to suggest new environmental triggers for tolerance breakdown. The present article is aimed at reviewing the articles that were published over the past year in the major autoimmunity and immunology journals.
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Affiliation(s)
- Carlo Selmi
- Autoimmunity and Metabolism Unit, Department of Medicine, IRCCS Istituto Clinico Humanitas, Italy.
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Sellner J, Kraus J, Awad A, Milo R, Hemmer B, Stüve O. The increasing incidence and prevalence of female multiple sclerosis—A critical analysis of potential environmental factors. Autoimmun Rev 2011; 10:495-502. [DOI: 10.1016/j.autrev.2011.02.006] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Accepted: 02/11/2011] [Indexed: 01/21/2023]
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Relationship between HLA-DRB1 polymorphism and susceptibility or resistance to multiple sclerosis in Caucasians: a meta-analysis of non-family-based studies. Autoimmun Rev 2011; 10:474-81. [PMID: 21440682 DOI: 10.1016/j.autrev.2011.03.003] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2011] [Accepted: 03/16/2011] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To identify the contribution of HLA-DRB1 alleles to susceptibility or resistance to multiple sclerosis (MS) in Caucasians through a meta-analysis of non-family-based studies. METHODS A systematic review of case-control studies in Caucasians was performed. Studies examining allele or phenotype frequencies were analyzed separately. Odds ratio (OR) and 95% confidence intervals (CIs) were used. We also used the relatively predispositional effect (RPE) method to analyze several allele frequency studies to avoid skewed results due to some strongly associated alleles. RESULTS A total of 5464 cases and 7809 controls from 14 allele frequency studies and a total of 5401 cases and 7538 controls from 23 phenotype frequency studies were analyzed. DRB1*15 was definitely the strongest risk factor for MS (allele group, Pc<0.00013, OR 2.59, 95%CI 2.34-2.87; phenotype group, Pc<0.00013, OR 3.35, 95%CI 2.95-3.80). DRB1*03 frequencies were significantly increased among MS cases in the phenotype group (Pc= 0.0013, OR 1.21, 95%CI 1.09-1.33) but not in the allele group. DRB1*14 and DRB1*07 showed protective effects against MS in both groups (DRB1*14, allele group, Pc<0.00013, OR 0.53, 95%CI 0.42-0.66; phenotype group, Pc<0.00013, OR 0.57, 95%CI 0.45-0.71; DRB1*07, allele group, Pc<0.0026, OR 0.75, 95%CI 0.64-0.87; phenotype group, Pc<0.00013, OR 0.67, 95%CI 0.61-0.73). By RPE method, DRB1*14, and DRB1*07 showed protective effects after excluding DRB1*15 from the analysis. DRB1*03 was significantly higher in MS cases than controls after removing both DRB1*15 and DRB1*14. CONCLUSIONS In Caucasians, we highlighted the definite protective role of HLA-DRB1*14 and DRB1*07 for MS. DRB1*03 is probably the only risk factor for MS besides DRB1*15 and a common genetic foundation for autoimmune disease. Targeting to these alleles may have potential values in prevention or therapy for MS in the specific population.
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γδ T cells and multiple sclerosis: Friends, foes, or both? Autoimmun Rev 2010; 10:364-7. [PMID: 21195807 DOI: 10.1016/j.autrev.2010.12.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2010] [Accepted: 12/16/2010] [Indexed: 01/12/2023]
Abstract
Multiple sclerosis (MS) is a debilitating CNS disease characterized by demyelination and neuro-axonal loss. Though the exact etiology is still unknown, accumulated evidence points to the immune system being involved in the MS disease-process. Both ill-fated adaptive and innate immune responses can potentially contribute to the etiopathogenesis. We have been interested in deciphering how innate immunity might be involved; in particular, the role of γδ T cells. In this review, we discuss the current understanding about γδ T cells and describe the evidence implicating them in myelin injury, neurotoxicity, and immunoregulation in the development of MS.
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Lin ZH, Xin YN, Dong QJ, Wang Q, Jiang XJ, Zhan SH, Sun Y, Xuan SY. Association between HLA-DRB1 alleles polymorphism and hepatocellular carcinoma: a meta-analysis. BMC Gastroenterol 2010. [PMID: 21172035 DOI: 10.1186/1471-230x-10-145.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND HLA-DRB1 allele polymorphisms have been reported to be associated with hepatocellular carcinoma susceptibility, but the results of these previous studies have been inconsistent. The purpose of the present study was to explore whether specific HLA-DRB1 alleles (DRB1*07, DRB1*12, DRB1*15) confer susceptibility to hepatocellular carcinoma. METHODS Case-control studies on HLA-DRB1 alleles association with HCC were searched up to January 2010 through a systematic review of the literature. The odds ratios (ORs) of HLA-DRB1 allele distributions in patients with hepatocellular carcinoma were analyzed against healthy controls. The meta-analysis software REVMAN 5.0 was applied for investigating heterogeneity among individual studies and for summarizing all the studies. Meta-analysis was performed using fixed-effect or random-effect methods, depending on absence or presence of significant heterogeneity. RESULTS Eight case-control studies were included in the final analysis. Among the 3 HLA-DRB1 alleles studied, DRB1*07 and DRB1*12 were significantly associated with the risk of HCC in the whole populations (OR = 1.65, 95% CI: 1.08-2.51, P = 0.02 and OR = 1.59, 95% CI: 1.09-2.32, P = 0.02, respectively). No significant association was established for DRB1*15 allele with HCC in the whole populations. Subgroup analysis by ethnicity showed that DRB1*07, DRB1*12 and DRB1*15 alleles significantly increased the risk of hepatocellular carcinoma in Asians (OR = 2.10, 95% CI: 1.06-4.14, P = 0.03; OR = 1.73, 95% CI: 1.17-2.57, P = 0.006 and OR = 2.88, 95%CI: 1.77-4.69, P <0.001, respectively). CONCLUSION These results support the hypothesis that specific HLA-DRB1 alleles might influence the susceptibility of hepatocellular carcinoma. Large, multi-ethnic confirmatory and well designed studies are needed to determine the host genetic determinants of hepatocellular carcinoma.
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Affiliation(s)
- Zhong-Hua Lin
- Medical College of Qingdao University, Shandong Province, China
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Lin ZH, Xin YN, Dong QJ, Wang Q, Jiang XJ, Zhan SH, Sun Y, Xuan SY. Association between HLA-DRB1 alleles polymorphism and hepatocellular carcinoma: a meta-analysis. BMC Gastroenterol 2010; 10:145. [PMID: 21172035 PMCID: PMC3016400 DOI: 10.1186/1471-230x-10-145] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2010] [Accepted: 12/21/2010] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND HLA-DRB1 allele polymorphisms have been reported to be associated with hepatocellular carcinoma susceptibility, but the results of these previous studies have been inconsistent. The purpose of the present study was to explore whether specific HLA-DRB1 alleles (DRB1*07, DRB1*12, DRB1*15) confer susceptibility to hepatocellular carcinoma. METHODS Case-control studies on HLA-DRB1 alleles association with HCC were searched up to January 2010 through a systematic review of the literature. The odds ratios (ORs) of HLA-DRB1 allele distributions in patients with hepatocellular carcinoma were analyzed against healthy controls. The meta-analysis software REVMAN 5.0 was applied for investigating heterogeneity among individual studies and for summarizing all the studies. Meta-analysis was performed using fixed-effect or random-effect methods, depending on absence or presence of significant heterogeneity. RESULTS Eight case-control studies were included in the final analysis. Among the 3 HLA-DRB1 alleles studied, DRB1*07 and DRB1*12 were significantly associated with the risk of HCC in the whole populations (OR = 1.65, 95% CI: 1.08-2.51, P = 0.02 and OR = 1.59, 95% CI: 1.09-2.32, P = 0.02, respectively). No significant association was established for DRB1*15 allele with HCC in the whole populations. Subgroup analysis by ethnicity showed that DRB1*07, DRB1*12 and DRB1*15 alleles significantly increased the risk of hepatocellular carcinoma in Asians (OR = 2.10, 95% CI: 1.06-4.14, P = 0.03; OR = 1.73, 95% CI: 1.17-2.57, P = 0.006 and OR = 2.88, 95%CI: 1.77-4.69, P <0.001, respectively). CONCLUSION These results support the hypothesis that specific HLA-DRB1 alleles might influence the susceptibility of hepatocellular carcinoma. Large, multi-ethnic confirmatory and well designed studies are needed to determine the host genetic determinants of hepatocellular carcinoma.
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Affiliation(s)
- Zhong-Hua Lin
- Medical College of Qingdao University, Qingdao 266021, Shandong Province, China
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Yong-Ning Xin
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
- College of Medicine and Pharmaceutics, Ocean University of China, Qingdao 266003, Shandong Province, China
| | - Quan-Jiang Dong
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Qing Wang
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Xiang-Jun Jiang
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Shu-Hui Zhan
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Ying Sun
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
| | - Shi-Ying Xuan
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China
- College of Medicine and Pharmaceutics, Ocean University of China, Qingdao 266003, Shandong Province, China
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Martinez P, Lopez C, Saravia C, Vanegas M, Patarroyo MA. Evaluation of the antigenicity of universal epitopes from PvDBPII in individuals exposed to Plasmodium vivax malaria. Microbes Infect 2010; 12:1188-97. [DOI: 10.1016/j.micinf.2010.08.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2010] [Revised: 08/13/2010] [Accepted: 08/16/2010] [Indexed: 10/19/2022]
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