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Llana T, Garces-Arilla S, Juan MC, Mendez-Lopez M, Mendez M. An immersive virtual reality-based object-location memory task reveals spatial long-term memory alterations in Long-COVID. Behav Brain Res 2024; 471:115127. [PMID: 38936427 DOI: 10.1016/j.bbr.2024.115127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 06/07/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
Object-location memory (OLM) is a type of declarative memory for spatial information and consists of the individual's ability to establish accurate associations between objects and their spatial locations. Long-COVID describes the long-term effects of the COVID-19 disease. Long-COVID patients show medial temporal lobe dysfunction and neuropsychological alterations affecting memory. This study aimed to assess OLM in a group of Long-COVID patients, n=66, and a Control group of healthy individuals with similar age and sex composition, n=21, using an immersive virtual reality (iVR)-based OLM task. We also explored associations between the performance in the iVR-based OLM task and general cognitive function (MoCA), and both verbal (VSTM) and visuospatial (SSTM) span. The Long-COVID group showed fewer correct responses, made more task attempts, and invested more time in the iVR-based OLM task than the Control group. Delayed memory was more severely altered than immediate memory in Long-COVID participants. Better MoCA scores of the Long-COVID group were strongly associated with shorter times to complete the immediate recall of the iVR-based OLM task. Besides, the months elapsed since the COVID-19 infection were slightly associated with fewer correct responses in the immediate and 24-hour recalls. These results corroborate previous findings of memory alterations in the Long-COVID syndrome using an iVR-based OLM task, adding new evidence on spatial memory and long-term memory in this population. Implementing spatial iVR tasks to clinical research may improve our understanding of neuropsychological disorders.
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Affiliation(s)
- Tania Llana
- Neuroscience Institute of Principado de Asturias (INEUROPA), Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Department of Psychology, University of Oviedo, Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain.
| | - Sara Garces-Arilla
- Department of Psychology and Sociology, University of Zaragoza, Pedro Cerbuna 12, Zaragoza, Aragón 50009, Spain.
| | - M-Carmen Juan
- Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, C/Camino de Vera, s/n, Valencia 46022, Spain.
| | - Magdalena Mendez-Lopez
- Department of Psychology and Sociology, University of Zaragoza, Pedro Cerbuna 12, Zaragoza, Aragón 50009, Spain; IIS Aragón, San Juan Bosco, 13, Zaragoza, Aragón 50009, Spain.
| | - Marta Mendez
- Neuroscience Institute of Principado de Asturias (INEUROPA), Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Department of Psychology, University of Oviedo, Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, s/n, Oviedo, Asturias 33011, Spain.
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Hanson AL, Mulè MP, Ruffieux H, Mescia F, Bergamaschi L, Pelly VS, Turner L, Kotagiri P, Göttgens B, Hess C, Gleadall N, Bradley JR, Nathan JA, Lyons PA, Drakesmith H, Smith KGC. Iron dysregulation and inflammatory stress erythropoiesis associates with long-term outcome of COVID-19. Nat Immunol 2024; 25:471-482. [PMID: 38429458 PMCID: PMC10907301 DOI: 10.1038/s41590-024-01754-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 01/12/2024] [Indexed: 03/03/2024]
Abstract
Persistent symptoms following SARS-CoV-2 infection are increasingly reported, although the drivers of post-acute sequelae (PASC) of COVID-19 are unclear. Here we assessed 214 individuals infected with SARS-CoV-2, with varying disease severity, for one year from COVID-19 symptom onset to determine the early correlates of PASC. A multivariate signature detected beyond two weeks of disease, encompassing unresolving inflammation, anemia, low serum iron, altered iron-homeostasis gene expression and emerging stress erythropoiesis; differentiated those who reported PASC months later, irrespective of COVID-19 severity. A whole-blood heme-metabolism signature, enriched in hospitalized patients at month 1-3 post onset, coincided with pronounced iron-deficient reticulocytosis. Lymphopenia and low numbers of dendritic cells persisted in those with PASC, and single-cell analysis reported iron maldistribution, suggesting monocyte iron loading and increased iron demand in proliferating lymphocytes. Thus, defects in iron homeostasis, dysregulated erythropoiesis and immune dysfunction due to COVID-19 possibly contribute to inefficient oxygen transport, inflammatory disequilibrium and persisting symptomatology, and may be therapeutically tractable.
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Affiliation(s)
- Aimee L Hanson
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Matthew P Mulè
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- NIH-Oxford-Cambridge Scholars Program, Department of Medicine, University of Cambridge, Cambridge, UK
| | - Hélène Ruffieux
- MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Federica Mescia
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Laura Bergamaschi
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Victoria S Pelly
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Lorinda Turner
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Prasanti Kotagiri
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Berthold Göttgens
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
| | - Christoph Hess
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals NHS Foundation, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, Wellcome and MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Nicholas Gleadall
- Department of Biomedicine, University and University Hospital Basel, Basel, Switzerland
- Botnar Research Centre for Child Health (BRCCH), University of Basel and ETH Zurich, Basel, Switzerland
| | - John R Bradley
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - James A Nathan
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Paul A Lyons
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Hal Drakesmith
- MRC Translational Immune Discovery Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Kenneth G C Smith
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK.
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK.
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia.
- University of Melbourne, Melbourne, Victoria, Australia.
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Kustura L, Bobek D, Poljičanin A, Pavelin S, Buljubašić Šoda M, Šoda J, Aksentijević J, Duka Glavor K, Narančić Knez N, Viali V, Cukrov A, Todorić Laidlaw I, Ipavec N, Vukorepa D, Stipica I, Bakrač K, Bošković B, Mastelić A, Režić Mužinić N, Markotić A, Đogaš Z, Dolić K, Rogić Vidaković M. Psychometric properties and observational data for COVID-19 Yorkshire Rehabilitation Scale (C19-YRSm) for post-COVID-19 syndrome. QJM 2024; 117:38-47. [PMID: 37788123 DOI: 10.1093/qjmed/hcad224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 09/14/2023] [Indexed: 10/05/2023] Open
Abstract
BACKGROUND The recently developed modified COVID-19 (coronavirus of 2019) Yorkshire Rehabilitation Scale (C19-YRSm) captures comprehensive biopsychosocial components of WHO's International Classification of Functioning, Disability, and Health related to the Long Covid or post-COVID syndrome. The scale response categories on C19-YRSm were done post hoc on data collected from the original version of C19-YRS. AIM To evaluate the C19-YRSm scale using reliability and validity measures. DESIGN Prospective, observational study. METHODS The study includes 369 patients (clinical group) and 426 subjects of the general population (control group) and captures their post-COVID-19 symptoms. In addition, the reliability of C19-YRSm was estimated by Cronbach's alpha coefficients of internal consistency and inter-item correlations for subscales ('Symptom severity, Functional disability, and Other symptoms'). Convergent validity was established using correlations between C19-YRSm and Fatigue Severity Scale (FSS). The incremental validity of C19-YRSm was measured by introducing a hierarchical regression model using the C19-YRSm 'Overall health' subscale and FSS as criterion variables. RESULTS C19-YRSm subscales have excellent internal consistencies (Cronbach's α value 0.81-0.96) and acceptable inter-item correlations (r value 0.23-0.79). Hereafter, the convergent validity of the C19-YRSm is good due to significant correlations between C19-YRSm subscales and FSS and C19-YRSm subscales. Finally, the hierarchical regression analysis supported consistent evidence for the incremental validity of the C19-YRSm subscales. CONCLUSION C19-YRSm is a reliable and valid self-assessment scale for the assessment of post-COVID-19 syndrome.
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Affiliation(s)
- L Kustura
- Department of Psychiatry, University Hospital of Split, Split, Croatia
| | - D Bobek
- Department of Physical and Rehabilitation Medicine with Rheumatology, Dubrava University Hospital, Zagreb, Croatia
| | - A Poljičanin
- Department of Physical Medicine and Rehabilitation with Rheumatology, University Hospital of Split, Split, Croatia
- Department of Health Studies, University of Split, Split, Croatia
| | - S Pavelin
- Department of Neurology, University Hospital of Split, Split, Croatia
| | - M Buljubašić Šoda
- Department of Pediatrics, University Hospital of Split, Split, Croatia
| | - J Šoda
- Department of Marine Electrical Engineering and Information Technologies, Signal Processing, Analysis, and Advanced Diagnostics Research and Education Laboratory (SPAADREL), Faculty of Maritime Studies, University of Split, Split, Croatia
| | - J Aksentijević
- Department of Physical and Rehabilitation Medicine with Rheumatology, Dubrava University Hospital, Zagreb, Croatia
| | - K Duka Glavor
- Department of Neurology, General Hospital Zadar, Zadar, Croatia
- Department of Health Studies, University of Zadar, Zadar, Croatia
| | - N Narančić Knez
- Department of Neurology, General Hospital Zadar, Zadar, Croatia
| | - V Viali
- Family Medicine Vanja Viali, Split, Split-Dalmatia County, Croatia
| | - A Cukrov
- Primary/Family Care Office, Slunj Community Health Centre, Slunj, Croatia
| | - I Todorić Laidlaw
- Department for Forensic Psychiatry, University Psychiatric Hospital Vrapče, Zagreb, Croatia
| | - N Ipavec
- Department for Transfusion Medicine, University Hospital of Split, Split, Croatia
| | - D Vukorepa
- Department of Psychiatry, University Hospital of Split, Split, Croatia
| | - I Stipica
- Department of Family Medicine, University of Split School of Medicine, Split, Croatia
| | - K Bakrač
- Institute of Emergency Medicine, Split-Dalmatia County, Split, Croatia
| | - B Bošković
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital of Split, Split, Croatia
| | - A Mastelić
- Department of Medical Chemistry and Biochemistry, University of Split School of Medicine, Split, Croatia
| | - N Režić Mužinić
- Department of Medical Chemistry and Biochemistry, University of Split School of Medicine, Split, Croatia
| | - A Markotić
- Department of Medical Chemistry and Biochemistry, University of Split School of Medicine, Split, Croatia
| | - Z Đogaš
- Department of Neuroscience, Laboratory for Human and Experimental Neurophysiology (LAHEN), School of Medicine, University of Split, Split, Croatia
- Sleep Medicine Centre, University Hospital of Split, Split, Croatia
| | - K Dolić
- Department of Interventional and Diagnostic Radiology, University Hospital of Split, Split, Croatia
- Department of Radiology, University of Split School of Medicine, Split, Croatia
| | - M Rogić Vidaković
- Department of Neuroscience, Laboratory for Human and Experimental Neurophysiology (LAHEN), School of Medicine, University of Split, Split, Croatia
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Jin P, Cui F, Zhang L. Altered metabolites in the periaqueductal gray of COVID-19 patients experiencing headaches: a longitudinal MRS study. Front Neurol 2024; 14:1323290. [PMID: 38249726 PMCID: PMC10796602 DOI: 10.3389/fneur.2023.1323290] [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: 10/17/2023] [Accepted: 12/15/2023] [Indexed: 01/23/2024] Open
Abstract
Background Headache is one of the most common symptoms of acute COVID-19 infection. However, its mechanisms remain poorly understood, and there is a lack of studies investigating changes in the periaqueductal gray (PAG) in COVID-19 patients exhibiting headaches. Purpose The study aimed to explore the alterations in metabolites of the PAG pre- and post-COVID-19 infection in individuals who suffered from headaches during the acute phase of the disease using proton magnetic resonance spectroscopy (1H-MRS). Methods Fifteen participants who experienced headaches during the acute phase of COVID-19 were recruited. All subjects underwent two proton magnetic resonance spectroscopy (1H-MRS) examinations focusing on the PAG before and after they were infected. Metabolite changes were assessed between the pre- and post-infection groups. Results The combined glutamine and glutamate/total creatine ratio (Glx/tCr) was increased in the PAG following COVID-19 infection. The total choline/total creatine ratio (tCho/tCr) in the pre-infection group was negatively correlated with the duration of headache during the COVID-19 acute phase. Conclusion The present study indicates that PAG plays a pivotal role in COVID-19 headaches, thereby supporting the involvement of trigeminovascular system activation in the pathophysiology of COVID-19 headaches.
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Affiliation(s)
| | | | - Luping Zhang
- Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
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Jin P, Cui F, Xu M, Ren Y, Zhang L. Altered brain function and structure pre- and post- COVID-19 infection: a longitudinal study. Neurol Sci 2024; 45:1-9. [PMID: 38049550 DOI: 10.1007/s10072-023-07236-3] [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: 06/22/2023] [Accepted: 11/28/2023] [Indexed: 12/06/2023]
Abstract
BACKGROUND Evidence indicates that the SARS-CoV-2 virus can infect the brain, resulting in central nervous system symptoms. However, there is a lack of a longitudinal imaging study investigating the impact of Coronavirus disease 2019 (COVID-19) infection on brain function. Consequently, this study aimed to fill this knowledge gap using functional magnetic resonance imaging (fMRI). METHODS Twenty-one participants underwent two resting-state fMRI scans before and after infection. The amplitude of low-frequency fluctuations (ALFF) and regional homogeneity (ReHo) were assessed to identify the brain function changes. Additionally, voxel-based morphometry (VBM) was utilized to assess changes in brain structure. Subsequently, brain regions that showed significant differences were identified as regions of interest (ROI) in functional connectivity analysis (FC). RESULTS After infection, ALFF was increased in the bilateral paracentral lobe and postcentral gyrus while decreased in the bilateral precuneus. Moreover, ReHo was decreased in the cerebellar vermis, accompanied by a decrease in FC with the bilateral postcentral gyrus. Furthermore, gray matter volume (GMV) reduction was observed in the left thalamus. The results of the correlation analysis revealed a negative correlation between ALFF values in the bilateral precuneus and scores on the self-rating anxiety scale (SAS) in pre- and post-infection datasets. CONCLUSION Neuroimaging alterations may occur before the manifestation of clinical symptoms, indicating that the functioning of the motor and sensory systems, as well as their connection, might be affected following infection. This alteration can potentially increase the potential of maladaptive responses to environmental stimuli. Furthermore, patients may be susceptible to future emotional disorders.
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Affiliation(s)
- Ping Jin
- Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Stadium Road 453#, Xihu District, Hangzhou City, 310000, Zhejiang Province, China
| | - Feng Cui
- Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Stadium Road 453#, Xihu District, Hangzhou City, 310000, Zhejiang Province, China
| | - Min Xu
- Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Stadium Road 453#, Xihu District, Hangzhou City, 310000, Zhejiang Province, China
| | - Yue Ren
- Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Stadium Road 453#, Xihu District, Hangzhou City, 310000, Zhejiang Province, China
| | - Luping Zhang
- Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Stadium Road 453#, Xihu District, Hangzhou City, 310000, Zhejiang Province, China.
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Pongkunakorn T, Manosan T, Surawit A, Ophakas S, Mongkolsucharitkul P, Pumeiam S, Suta S, Pinsawas B, Sookrung N, Saelim N, Mahasongkram K, Prangtaworn P, Tungtrongchitr A, Tangjittipokin W, Mangmee S, Boonnak K, Narkdontri T, Teerawattanapong N, Wanitphadeedecha R, Mayurasakorn K. Immune Response after SARS-CoV-2 Infection with Residual Post-COVID Symptoms. Vaccines (Basel) 2023; 11:1413. [PMID: 37766091 PMCID: PMC10535557 DOI: 10.3390/vaccines11091413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 09/29/2023] Open
Abstract
Many patients develop post-acute COVID syndrome (long COVID (LC)). We compared the immune response of LC and individuals with post-COVID full recovery (HC) during the Omicron pandemic. Two hundred ninety-two patients with confirmed COVID infections from January to May 2022 were enrolled. We observed anti-SARS-CoV-2 receptor-binding domain immunoglobulin G, surrogate virus neutralization test, T cell subsets, and neutralizing antibodies against Wuhan, BA.1, and BA.5 viruses (NeuT). NeuT was markedly reduced against BA.1 and BA.5 in HC and LC groups, while antibodies were more sustained with three doses and an updated booster shot than ≤2-dose vaccinations. The viral neutralization ability declined at >84-days after COVID-19 onset (PC) in both groups. PD1-expressed central and effector memory CD4+ T cells, and central memory CD8+ T cells were reduced in the first months PC in LC. Therefore, booster vaccines may be required sooner after the most recent infection to rescue T cell function for people with symptomatic LC.
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Affiliation(s)
- Tanyaporn Pongkunakorn
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Thamonwan Manosan
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Apinya Surawit
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Suphawan Ophakas
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Pichanun Mongkolsucharitkul
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Sureeporn Pumeiam
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Sophida Suta
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Bonggochpass Pinsawas
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
| | - Nitat Sookrung
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (N.S.); (N.S.); (K.M.); (P.P.); (A.T.)
| | - Nawannaporn Saelim
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (N.S.); (N.S.); (K.M.); (P.P.); (A.T.)
| | - Kodchakorn Mahasongkram
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (N.S.); (N.S.); (K.M.); (P.P.); (A.T.)
| | - Pannathee Prangtaworn
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (N.S.); (N.S.); (K.M.); (P.P.); (A.T.)
| | - Anchalee Tungtrongchitr
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (N.S.); (N.S.); (K.M.); (P.P.); (A.T.)
| | - Watip Tangjittipokin
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (W.T.); (S.M.); (K.B.)
| | - Suthee Mangmee
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (W.T.); (S.M.); (K.B.)
| | - Kobporn Boonnak
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (W.T.); (S.M.); (K.B.)
| | - Tassanee Narkdontri
- Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.N.); (N.T.)
| | - Nipaporn Teerawattanapong
- Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.N.); (N.T.)
| | - Rungsima Wanitphadeedecha
- Department of Dermatology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand;
| | - Korapat Mayurasakorn
- Siriraj Population Health and Nutrition Research Group, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (T.P.); (T.M.); (A.S.); (S.O.); (P.M.); (S.P.); (S.S.); (B.P.)
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