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1.
Front Immunol ; 15: 1350837, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38745654

RESUMEN

Introduction: Anti-NMDA receptor encephalitis is an autoimmune disorder caused by autoantibodies (abs) against the conformational epitope on GluN1 subunits. GluN1-abs have been determined with cell-based assay (CBA) co-expressing GluN1/GluN2 subunits. However, commercial fixed CBA expressing only GluN1 subunit has increasingly been used in clinical practice. The ab titers can be determined with serial dilutions, but its clinical significance remains unclear. We aimed to develop an H-intensity scale (HIS) score to estimate GluN1-ab titers in cerebrospinal fluid (CSF) with one-time immunostaining using both commercial CBA and immunohistochemistry and report its usefulness. "H" is the initial of a patient with high CSF GluN1-ab titers (1:2,048). Methods: We first determined the reliability of CBA in 370 patients with suspected autoimmune encephalitis by comparing the results between commercial CBA and established assay in Dalmau's Lab. Then, we made positive control panels using the patient H's CSF diluted in a fourfold serial dilution method (1:2, 1:8, 1:32, 1:128, 1:512, and 1:2,048). Based on the panels, we scored the intensity of ab reactivity of 79 GluN1-ab-positive patients' CSF (diluted at 1:2) on a scale from 0 to 6 (with ≥1 considered positive). To assess inter-assay reliability, we performed immunostaining twice in 21 patients' CSF. We investigated an association between the score of CSF obtained at diagnosis and the clinical/paraclinical features. Results: The sensitivity and specificity of CBA were 93.7% (95% CI: 86.0-97.3) and 98.6% (95% CI: 96.5-99.5), respectively. Linear regression analysis showed a good agreement between the scores of the first and second assays. Patients with a typical spectrum, need for mechanical ventilation support, autonomic symptoms/central hypoventilation, dyskinesias, speech dysfunction, decreased level of consciousness, preceding headache, ovarian teratoma, and CSF leukocyte count >20 cells/µL had a higher median HIS score than those without, but HIS score was not associated with sex, age at onset, or seizure. HIS score at diagnosis had a significant effect on 1-year functional status. Discussion: The severity of disease and four of the six core symptoms were associated with higher GluN1-ab titers in CSF at diagnosis, which may play a role in poor 1-year functional status. An incomplete phenotype can be attributed to low CSF GluN1-ab titers.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Autoanticuerpos , Receptores de N-Metil-D-Aspartato , Humanos , Femenino , Autoanticuerpos/líquido cefalorraquídeo , Autoanticuerpos/inmunología , Persona de Mediana Edad , Adulto , Masculino , Receptores de N-Metil-D-Aspartato/inmunología , Anciano , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/inmunología , Adulto Joven , Adolescente , Niño , Inmunohistoquímica , Preescolar , Proteínas del Tejido Nervioso/inmunología , Reproducibilidad de los Resultados , Biomarcadores/líquido cefalorraquídeo , Anciano de 80 o más Años
2.
Clin Chim Acta ; 551: 117587, 2023 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-37813328

RESUMEN

BACKGROUND: Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is the most common autoimmune encephalitis, mainly impacting young females and children. The involvement of the Nod-like receptor family pyrin domain-containing 3 (NLRP3) inflammasome and related cytokines in pediatric individuals with this condition remains unclear. METHODS: We collected information from 27 children who had anti-NMDAR encephalitis and 12 individuals with non-inflammatory neurological disorders as controls. We used an enzyme-linked immunosorbent assay (ELISA) to identify NLRP3 inflammasome, interleukin (IL)-1ß, and IL-18 expression in cerebrospinal fluid (CSF) and matching serum samples. The modified Rankin Scale (mRS) score was performed throughout the acute phase and at the 6-month follow-up to determine the severity of the disease. The area under the curve (AUC) of the receiver operating characteristic curve was utilized to calculate the prediction efficacy. RESULTS: When compared to controls, individuals with anti-NMDAR encephalitis had significantly increased serum expression of the NLRP3 inflammasome (p < 0.001), IL-1ß (p < 0.05), and IL-18 (p < 0.01). In the acute phase, mRS scores were correlated positively with serum levels of NLRP3 inflammasome (p = 0.008), IL-1ß (p = 0.023), and IL-18 (p < 0.001). A positive connection was also found between serum levels of NLRP3 inflammasome and IL-1ß (p = 0.005). Furthermore, the expression of IL-1ß and IL-18 in serum correlated with the 6-month follow-up outcome. The AUC for NLRP3 inflammasome in distinguishing patients with severe neurologic impairments from those with moderate impairments was 0.808 (95 % CI: 0.645-0.972). CONCLUSION: In our investigation, children with anti-NMDAR encephalitis have more severe first clinical presentations when their serum concentrations of the NLRP3 inflammasome and related cytokines were higher. These findings provide a potential role for the NLRP3 inflammasome pathway in the pathogenesis of NMDAR encephalitis and provide a basis for targeted therapeutic interventions.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Inflamasomas , Femenino , Humanos , Niño , Inflamasomas/metabolismo , Interleucina-18 , Proteína con Dominio Pirina 3 de la Familia NLR/metabolismo , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Citocinas/metabolismo
3.
J Immunol ; 211(9): 1332-1339, 2023 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-37712756

RESUMEN

Pediatric and adult autoimmune encephalitis (AE) are often associated with Abs to the NR1 subunit of the N-methyl-d-aspartate (NMDA) receptor (NMDAR). Very little is known regarding the cerebrospinal fluid humoral immune profile and Ab genetics associated with pediatric anti-NMDAR-AE. Using a combination of cellular, molecular, and immunogenetics tools, we collected cerebrospinal fluid from pediatric subjects and generated 1) flow cytometry data to calculate the frequency of B cell subtypes in the cerebrospinal fluid of pediatric subjects with anti-NMDAR-AE and controls, 2) a panel of recombinant human Abs from a pediatric case of anti-NMDAR-AE that was refractory to treatment, and 3) a detailed analysis of the Ab genes that bound the NR1 subunit of the NMDAR. Ag-experienced B cells including memory cells, plasmablasts, and Ab-secreting cells were expanded in the pediatric anti-NMDAR-AE cohort, but not in the controls. These Ag-experienced B cells in the cerebrospinal fluid of a pediatric case of NMDAR-AE that was refractory to treatment had expanded use of variable H chain family 2 (VH2) genes with high somatic hypermutation that all bound to the NR1 subunit of the NMDAR. A CDR3 motif was identified in this refractory case that likely drove early stage activation and expansion of naive B cells to Ab-secreting cells, facilitating autoimmunity associated with pediatric anti-NMDAR-AE through the production of Abs that bind NR1. These features of humoral immune responses in the cerebrospinal fluid of pediatric anti-NMDAR-AE patients may be relevant for clinical diagnosis and treatment.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Enfermedad de Hashimoto , Adulto , Humanos , Niño , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Linfocitos B , Receptores de N-Metil-D-Aspartato , Autoanticuerpos
4.
Eur J Neurol ; 30(10): 3228-3235, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37483157

RESUMEN

BACKGROUND AND PURPOSE: N-methyl-d-aspartate receptor (NMDAR) and leucine-rich glioma-inactivated protein 1 (LGI1) encephalitis are important types of autoimmune encephalitis (AE) with significant morbidity. In this study, we used a proteomic approach in search of novel clinically relevant biomarkers in these types of encephalitides. METHODS: Swedish and Czech tertiary neuroimmunology centers collaborated in this retrospective exploratory study. Fifty-eight cerebrospinal fluid (CSF) samples of 28 patients with AE (14 definite NMDAR, 14 with definite LGI1 encephalitis) and 30 controls were included. CSF samples were analyzed using proximity extension assay technology (Olink Target 96 Inflammation panel). For each CSF sample, 92 proteins were measured. Clinical variables were retrospectively collected, and correlations with protein levels were statistically analyzed. RESULTS: Patients and controls differed significantly in the following 18 biomarkers: TNFRSF9, TNFRSF12, TNFRSF14, TNFß, TNFα, IL7, IL10, IL12B, IFNγ, CD5, CD6, CASP8, MMP1, CXCL8, CXCL10, CXCL11, IL20RA, and sirtuin 2 (SIRT2). In LGI1 encephalitis, no clinically useful association was found between biomarkers and clinical variables. In the NMDAR encephalitis group, SIRT2, TNFß, and CD5 were significantly associated with ovarian teratoma. For SIRT2, this was true even for the first patients' CSF sample (SIRT2 without vs. with tumor, mean ± SD = 2.2 ± 0.29 vs. 2.88 ± 0.48; p = 0.007, 95% confidence interval = -1.15 to -0.22; r statistic in point-biserial correlation (rpb) = 0.66, p = 0.011). SIRT2 was positively correlated with age (rpb = 0.39, p = 0.018) and total hospital days (r = 0.55, p = <0.001). CONCLUSIONS: SIRT2 should be investigated as a biomarker of paraneoplastic etiology in NMDAR encephalitis.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Femenino , Humanos , Recién Nacido , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Autoanticuerpos , Biomarcadores/líquido cefalorraquídeo , Proteómica , Estudios Retrospectivos , Sirtuina 2
5.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 54(2): 293-297, 2023 Mar.
Artículo en Chino | MEDLINE | ID: mdl-36949688

RESUMEN

Objective: To analyze the electroencephalogram (EEG) features of anti-N-methyl-D-aspartate receptor encephalitis (anti-NMDARE) and to study the clinical assessment value of the degree of EEG background slowing and the presence of δ brush. Methods: We enrolled 52 patients with anti-NMDARE and collected their clinical data, including age, sex, form of disease onset, status of tumor comorbidity, auxiliary examination findings (cerebrospinal fluid [CSF] anti-methyl-D-aspartate receptor antibody titers, magnetic resonance imaging [MRI] reports, and EEG results), treatment status, and follow-up after discharge. The degree of EEG background abnormality and the presence of δ brush in the EEG of patients with different clinical features were analyzed. Results: Among the 52 patients, 7 (14%) had normal EEG, and 45 (87%), abnormal EEG, including 25 (48%) with mild abnormalities, 11 (21%) with moderate abnormalities, and 9 (17%) with severe abnormalities. δ brush was seen in 6 (12%) patients. At the time of EEG, 32 (62%) patients were in the mild condition group and 20 (38%) patients were in the severe condition group. After 1 year of follow-up, there were 45 (86%) patients in the good prognosis group and 7 (14%) patients in the poor prognosis group. The exacerbation of EEG background abnormalities and the presence of δ brush were indications for an increase in the proportion of patients who were in severe condition, who needed ICU admission, and who had poor prognosis ( P<0.01). The worse the EEG background abnormalities, the higher the proportion of CSF antibody titers>1∶10 ( P=0.035), and the higher the proportion of patients initiating second-line immunotherapy ( P=0.008). The δ brush was seen a higher proportion in patients with comorbid tumors ( P=0.012). The probability of δ brush presence was higher in the first-time diagnosis cases than that in recurrent cases ( P=0.023). Conclusions: The degree of EEG slowing and the presence of δ brush have shown consistent performance in assessing patients' condition and predicting prognosis. The slower the EEG, the more severe the disease, and the worse the prognosis. The presence of δ brush indicates severe disease and poor prognosis. EEG slowing is correlated with the immune status of patients with anti-NMDARE. The slower the EEG, the more severe the immune abnormalities. In clinical practice, patient EEG should be under dynamic monitoring in order to evaluate the effect of immunotherapy. If EEG slowing is not improved, enhanced immunotherapy should be considered as early as possible. The δ brush is seen at a higher proportion in patients with comorbid tumors. Therefore, active efforts should be made to screen for tumors when δ brush is present.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Electroencefalografía/métodos , Hospitalización
6.
BMJ Case Rep ; 16(2)2023 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-36764735

RESUMEN

A woman in her late 20s was admitted via the emergency department in the psychiatric ward with acute-onset behavioural changes and suicidal thoughts in the past 2 weeks. Workup revealed positive N-methyl-D-aspartate (NMDA) receptor antibodies in cerebrospinal fluid and electroencephalogram (EEG) showing a specific pattern of delta brush on bilateral frontal regions. Other investigations were unremarkable. The patient was started on intravenous methylprednisolone 1000 mg for 5 days with oral steroids. She responded on steroids. She has been recommended for workup for teratoma/mediastinal tumours with NMDA receptor encephalitis is an autoimmune disorder predominantly affecting women of childbearing age. Delta brush pattern on EEG is specific for NMDA receptor encephalitis hence can be used as a diagnostic tool. It is advisable to investigate any patient with the presentation of mental deterioration for pathological causes. However, treatment with immunotherapy increases the chance of survival and may prevent cognitive impairment.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Receptores de N-Metil-D-Aspartato , Humanos , Femenino , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/tratamiento farmacológico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Electroencefalografía , Metilprednisolona/uso terapéutico
7.
Zhonghua Yu Fang Yi Xue Za Zhi ; 57(2): 247-252, 2023 Feb 06.
Artículo en Chino | MEDLINE | ID: mdl-36797584

RESUMEN

To investigate the risk factors of poor prognosis and recurrence in patients with anti-NMDAR encephalitis. A single center, observational cohort study was used to retrospectively analyze 44 patients with anti NMDAR encephalitis hospitalized in the Department of Neurology of Beijing Tong Ren Hospital from January 2014 to October 2020. The results showed that the interval from onset to immunotherapy in the poor prognosis group was significantly longer than that in the good prognosis group (t=2.045,P=0.047), and the course of disease in the poor prognosis group was significantly longer than that in the good prognosis group (t=4.127,P=0.000 2). The number of patients with clinical manifestations of dyskinesia was significantly increased (Fisher exact test: P=0.014). The patients with abnormal brain MRI in the poor prognosis group were significantly more than those in the good prognosis group (Fisher exact test: P=0.017), and the patients with slow wave>50% in the poor prognosis group were significantly more than those with slow wave <50% (Fisher exact test: P<0.001). Patients with the first onset of immunotherapy time <3 months, long course of disease, high intracranial pressure, and high cerebrospinal fluid protein are prone to relapse. Bivariate logistic regression analysis showed that patients with dyskinesia, abnormal brain MRI, and slow wave EEG more than 50% were risk factors for poor prognosis (OR values were 4.687, 4.978, and 24.500, respectively; P values were 0.018, 0.016, and 0.000, respectively). The time of first-line immunotherapy for the first onset<3 months was the risk factor for recurrence (OR 17.231, P=0.010). In conclusion, dyskinesia, abnormal brain MRI and slow wave of EEG more than 50% may be the risk factors for poor prognosis of patients. The duration of immunotherapy less than 3 months after the first onset might be the risk factor for recurrence.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Discinesias , Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/terapia , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Estudios Retrospectivos , Recurrencia Local de Neoplasia , Factores de Riesgo
8.
Mol Neurobiol ; 60(1): 98-115, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36224320

RESUMEN

New-onset refractory status epilepticus (NORSE) is rare but intractable. Anti-N-methyl-d-aspartate receptor (NMDAR) encephalitis and cryptogenic etiologies are the two major causes of NORSE with distinct clinical features. To elucidate the underlying mechanisms, 6 patients with anti-NMDAR encephalitis NORSE and 5 with cryptogenic NORSE (C-NORSE) were enrolled. Five patients of cerebrovascular disorders were used as controls. Quantitative proteomic analysis of the cerebrospinal fluid (CSF) samples of the patients revealed 101 and 56 proteins were changed, respectively. The average fold-change of the upregulated proteins, namely up-proteomic score in this study, was positively correlated with the severity and prognosis of the diseases, including ICU stay (r = 0.9308, P = 0.0035 in NMDAR group; r = 0.8977, P = 0.0193 in C-NORSE group), mRS score at discharge (r = 0.9710, P = 0.0111 in NMDAR group; r = 0.7071, P = 0.2000 in C-NORSE group), and time taken for patients awaking from a coma (r = 0.8823, P = 0.0100 in NMDAR group; r = 0.7906, P = 0.2000 in C-NORSE group). Pathways involved in humoral immune response, wound healing, and epigenetic regulation of transcription were upregulated in anti-NMDAR encephalitis NORSE. Pathways of innate and lymphocyte mediated immune response, synaptic functions, ubiquitination, and cell apoptosis were up-regulated in C-NORSE, which was consistent with a mouse model of status epilepticus. Fc receptor and B cell mediated immunity signaling pathways were downregulated in C-NORSE. Immunome microarray analysis demonstrated high autoantibody targeting 48 proteins in CSF samples of anti-NMDAR encephalitis NORSE. While the reaction was kept at a very low level in C-NORSE. There is no significant difference in inflammatory cytokine level between each group. The level of IL-4 (r = 0.7435, P = 0.0451), IL-13 (r = 0.7643, P = 0.0384), IFN-γ (r = 0.7973, P = 0.0287) and TNF-α (r = 0.8598, P = 0.0141) in NMDAR group, and IL-6 (r = 0.8479, P = 0.0348), IL-8 (r = 0.9076, P = 0.0166) in C-NORSE group were positively correlated with the up-proteomic score. The present study suggests that the up-proteomic score of CSF could be a promising indicator for assessment of the severity of anti-NMDAR encephalitis NORSE and C-NORSE. The distinct CSF proteomes imply different pathogenic mechanisms of the two diseases, and immunotherapy strategies as well.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Estado Epiléptico , Animales , Ratones , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Citocinas/líquido cefalorraquídeo , Epigénesis Genética , Proteómica , Receptores de N-Metil-D-Aspartato , Estado Epiléptico/tratamiento farmacológico , Humanos
9.
Psychol Med ; 53(9): 4266-4274, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-35534479

RESUMEN

BACKGROUND: Patients with anti-N-methyl-d-aspartate (NMDA) receptor encephalitis (ANMDARE) show a wide range of behavioral abnormalities and are often mistaken for primary psychiatric presentations. We aimed to determine the behavioral hallmarks of ANMDARE with the use of systematic neuropsychiatric and cognitive assessments. METHODS: A prospective study was conducted, with 160 patients admitted to the National Institute of Neurology and Neurosurgery of Mexico, who fulfilled criteria for possible autoimmune encephalitis and/or red flags along a time window of seven years. Cerebrospinal fluid (CSF) antibodies against the NR1 subunit of the NMDAR were processed with rat brain immunohistochemistry and cell-based assays with NMDA expressing cells. Systematic cognitive, neuropsychiatric, and functional assessments were conducted before knowing NMDAR antibodies results. A multivariate analysis was used to compare patients with and without definite ANMDARE according to antibodies in CSF. RESULTS: After obtaining the CSF antibodies results in 160 consecutive cases, 100 patients were positive and classified as having definite ANMDARE. The most frequent neuropsychiatric patterns were psychosis (81%), delirium (75%), catatonia (69%), anxiety-depression (65%), and mania (27%). Cognition was significantly impaired. A total of 34% of the patients had a predominantly neuropsychiatric presentation without seizures. After multivariate analysis, the clinical hallmarks of ANMDARE consisted of a catatonia-delirium comorbidity, tonic-clonic seizures, and orolingual dyskinesia. CONCLUSIONS: Our study supports the notion of a neurobehavioral phenotype of ANMDARE characterized by a fluctuating course with psychotic and affective symptoms, catatonic signs, and global cognitive dysfunction, often accompanied by seizures and dyskinesia. The catatonia-delirium comorbidity could be a distinctive neurobehavioral phenotype of ANMDARE.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Catatonia , Delirio , Discinesias , Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Catatonia/etiología , Estudios Prospectivos , N-Metilaspartato , Receptores de N-Metil-D-Aspartato , Convulsiones/complicaciones , Delirio/complicaciones , Discinesias/complicaciones
10.
Artículo en Chino | WPRIM (Pacífico Occidental) | ID: wpr-969874

RESUMEN

To investigate the risk factors of poor prognosis and recurrence in patients with anti-NMDAR encephalitis. A single center, observational cohort study was used to retrospectively analyze 44 patients with anti NMDAR encephalitis hospitalized in the Department of Neurology of Beijing Tong Ren Hospital from January 2014 to October 2020. The results showed that the interval from onset to immunotherapy in the poor prognosis group was significantly longer than that in the good prognosis group (t=2.045,P=0.047), and the course of disease in the poor prognosis group was significantly longer than that in the good prognosis group (t=4.127,P=0.000 2). The number of patients with clinical manifestations of dyskinesia was significantly increased (Fisher exact test: P=0.014). The patients with abnormal brain MRI in the poor prognosis group were significantly more than those in the good prognosis group (Fisher exact test: P=0.017), and the patients with slow wave>50% in the poor prognosis group were significantly more than those with slow wave <50% (Fisher exact test: P<0.001). Patients with the first onset of immunotherapy time <3 months, long course of disease, high intracranial pressure, and high cerebrospinal fluid protein are prone to relapse. Bivariate logistic regression analysis showed that patients with dyskinesia, abnormal brain MRI, and slow wave EEG more than 50% were risk factors for poor prognosis (OR values were 4.687, 4.978, and 24.500, respectively; P values were 0.018, 0.016, and 0.000, respectively). The time of first-line immunotherapy for the first onset<3 months was the risk factor for recurrence (OR 17.231, P=0.010). In conclusion, dyskinesia, abnormal brain MRI and slow wave of EEG more than 50% may be the risk factors for poor prognosis of patients. The duration of immunotherapy less than 3 months after the first onset might be the risk factor for recurrence.


Asunto(s)
Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Estudios Retrospectivos , Recurrencia Local de Neoplasia , Factores de Riesgo , Discinesias
11.
Front Immunol ; 13: 971659, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36389787

RESUMEN

Background: Although the diagnosis is mainly dependent on the detection of anti-N-methyl-D-aspartate receptor (NMDAR) antibodies in cerebrospinal fluid (CSF) and/or serum, there was no direct correlations between anti-NMDAR antibody titers in CSF and disease severity and prognosis in anti-NMDAR encephalitis patients. Here, we aimed to extensively identify CSF biomarkers related to the occurrence, development, and prognosis of anti-NMDAR encephalitis using a high-throughput proteomic approach. Methods: A CSF cytokine antibody array containing 80 cytokines and inflammatory mediators related to immune and inflammatory responses was applied to identify biomarker candidates in individual CSF samples from a well-characterized cohort comprising patients with anti-NMDAR encephalitis (n = 6) and controls (n = 6). Validation and specific detection were performed in an extended cohort consisting of anti-NMDAR encephalitis patients (n = 13), controls (n = 13), and viral encephalitis (n = 13) by enzyme-linked immunosorbent assay (ELISA). Additionally, the levels of some inflammatory proteins in three groups in cohort 2 reported in previous literatures that may be involved in the development of anti-NMDAR encephalitis were also tested by ELISA. Correlations between candidate biomarkers and clinical characteristics of anti-NMDAR encephalitis patients were analyzed. Results: Three differentially expressed cytokines and inflammatory mediators were screened from the 80-cytokine array in cohort 1. Functional enrichment analysis results suggested that these differentially expressed proteins were related to autophagy, immune/inflammatory responses, cell death, and other processes. In cohort 2, the elevations of cellular inhibitor of apoptosis protein-1 (cIAP-1), macrophage colony-stimulating factor (MCSF), CXC chemokine ligand 13 (CXCL13), and nucleotide binding oligomerization domain-like receptor protein 3 (NLRP3) in anti-NMDAR encephalitis were validated by ELISA. Linear regression revealed that the levels of CSF CXCL13 and cIAP-1 were positively correlated with the highest modified Rankin scale (mRS) score in the acute phase (p < 0.05). The level of cIAP-1 was positively correlated with the anti-NMDAR Encephalitis One-Year Functional Status (NEOS) score (p < 0.05). Conclusion: These biomarkers show promising functions to evaluate severity or prognosis of anti-NMDAR encephalitis. The biological processes of immune/inflammatory responses, altered levels of autophagy, and the tumor necrosis factor (TNF) signal pathway may be involved in the pathophysiology of anti-NMDAR encephalitis to some extent.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Proteómica , Biomarcadores , Citocinas/líquido cefalorraquídeo , Mediadores de Inflamación
12.
J Child Neurol ; 37(8-9): 749-757, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35903932

RESUMEN

Background: Information on the clinical characteristics and severity of autoimmune encephalitis with antibodies against the N-methyl-d-aspartate receptor (NMDAR) in children is attracting more and more attention in the field of pediatric research. Methods: In this retrospective cohort study, all cases (n = 67) were enrolled from a tertiary children's hospital, from 2017 to 2020. We compared severe cases that received intensive care unit (ICU) care with nonsevere cases that did not receive ICU care and used machine learning algorithm to predict the severity of children, as well as using immunologic and viral nucleic acid tests to identify possible pathogenic triggers. Results: Mean age of children was 8.29 (standard deviation 4.09) years, and 41 (61.19%) were girls. Eleven (16.42%) were admitted to the ICU, and 56 (83.58%) were admitted to neurology ward. Ten individual parameters were statistically significant differences between severe cases and nonsevere cases (P < .05), including headache, abnormal mental behavior or cognitive impairment, seizures, concomitant tumors, sputum/blood pathogens, blood globulin, blood urea nitrogen, blood immunoglobulin G, blood immunoglobulin M, and number of polynucleated cells in cerebrospinal fluid. Random forest regression model presented that the overall prediction power of severity reached 0.806, among which the number of polynucleated cells in cerebrospinal fluid contributed the most. Potential pathogenic causes exhibited that the proportion of mycoplasma was the highest, followed by Epstein-Barr virus. Conclusion: Our findings provided evidence for early identification of autoimmune encephalitis in children, especially in severe cases.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Infecciones por Virus de Epstein-Barr , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/terapia , Niño , Niño Hospitalizado , Preescolar , Encefalitis , Infecciones por Virus de Epstein-Barr/complicaciones , Femenino , Enfermedad de Hashimoto , Herpesvirus Humano 4 , Humanos , Inmunoglobulina G , Masculino , Estudios Retrospectivos
13.
J Neuroimmunol ; 369: 577900, 2022 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-35661900

RESUMEN

BACKGROUND: Cystatin C has neuroprotective and immunomodulatory effects on the central nervous system. However, the role of cerebrospinal fluid (CSF) cystatin C in anti-N-methyl-d-aspartate receptor encephalitis (anti-NMDARE) remains unknown. METHODS: In this study, CSF levels of cystatin C were determined in 73 patients with anti-NMDARE; 496 patients with other neurological diseases, comprising 108 with neuromyelitis optica, 77 with multiple sclerosis, 71 with schizophrenia, 68 with cryptococcus meningitis or meningoencephalitis, 43 with tuberculous meningitis or meningoencephalitis, 43 with bacterial meningitis or meningoencephalitis (BM), 35 with Guillain-Barré syndrome, 23 with spinal cord injury (SCI), 14 with amyotrophic lateral sclerosis (ALS), and 14 with idiopathic epilepsy; and 136 control patients with non-inflammatory diseases. The associations of CSF cystatin C with anti-NMDARE and its clinical parameters were evaluated. RESULTS: CSF cystatin C levels were significantly lower in patients with anti-NMDARE than in patients with BM, SCI, and ALS, especially among those with poor functional status (modified Rankin Scale [mRS] ≥4). CSF cystatin C levels were also significantly lower in anti-NMDARE patients with poor functional status (mRS ≥4) than in those with good functional status (mRS <4). CSF cystatin C levels were significantly associated with mRS scores and CSF white blood cell counts in anti-NMDARE patients. CONCLUSIONS: CSF levels of cystatin C are decreased in anti-NMDARE patients and negatively associated with disease severity.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Cistatina C , Enfermedades del Sistema Nervioso , Esclerosis Amiotrófica Lateral/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Cistatina C/líquido cefalorraquídeo , Humanos , Meningoencefalitis/líquido cefalorraquídeo , Enfermedades del Sistema Nervioso/líquido cefalorraquídeo , Neuromielitis Óptica/líquido cefalorraquídeo
14.
Mol Neurobiol ; 59(4): 2441-2455, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35083659

RESUMEN

Encephalitis mediated by autoantibodies against neuronal antigens and herpes simplex encephalitis (HSE) are seemingly separate causes of encephalopathy in adults. Autoimmune encephalitis (AE) is autoimmune in origin, and herpes simplex encephalitis is infectious. The purpose of this study was to examine the role of cerebrospinal fluid (CSF) exosomes from patients with antibody-positive AE and HSE. Towards this, exosomes were isolated from CSF from 13 patients with anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis, 11 patients with anti-gamma-aminobutyric acid-B (GABAB) receptor encephalitis, 9 patients with anti-leucine-rich glioma-inactivated 1 (LGI1) encephalitis, and 8 patients with anti-contactin-associated protein-like 2 (CASPR2) encephalitis, and 12 control individuals negative of antibodies against neuronal autoantigens. There were ten miRNAs highly expressed in patients with anti-NMDAR encephalitis compared to those in control subjects. Eight miRNAs were found to be lower expressed in anti-NMDAR encephalitis CSF-derived exosomes. Furthermore, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways enriched by AE differential expressed exosomic miRNAs demonstrated that AE-related exosomic miRNAs may participate as a feedback regulation in cancer development. In addition, the exosome concentration in CSF of 9 HSE patients was significantly higher compared to those from 9 HSV( -) patients. This observation was consistent with the results that exosome concentration was found to be higher in the animal model which was inoculated intranasally with HSV-1 compared to controls. Furthermore, western blot demonstrated that the subunits of NMDAR, GABABR, and AMPAR were detected highly expressed in exosomes derived from sera of HSV-1-treated animal model compared to controls. More importantly, exosomes isolated from CSF of HSE patients contained higher expression levels of two miRNAs encoded by HSV, miR-H2-3p, and miR-H4-3p compared to those from HSV( -) patients. In summary, HSV may trigger brain autoimmunity in HSE by presentation of surface autoantigens via exosomes.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Encefalitis por Herpes Simple , Exosomas , MicroARNs , Animales , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/etiología , Autoanticuerpos , Autoantígenos , Encefalitis , Encefalitis por Herpes Simple/líquido cefalorraquídeo , Encefalitis por Herpes Simple/complicaciones , Enfermedad de Hashimoto , Humanos , MicroARNs/genética
15.
Artículo en Inglés | MEDLINE | ID: mdl-34937737

RESUMEN

BACKGROUND AND OBJECTIVES: To describe the clinical features of anti-NMDAR encephalitis, emphasizing on late-onset patients and antibody test characteristics in serum and CSF. METHODS: Nationwide observational Dutch cohort study, in patients diagnosed with anti-NMDAR encephalitis between 2007 and 2019. RESULTS: One hundred twenty-six patients with anti-NMDAR encephalitis were included with a median age of 24 years (range 1-86 years). The mean annual incidence was 1.00/million (95% CI 0.62-1.59). Patients ≥45 years of age at onset (19%) had fewer seizures (46% vs 71%, p = 0.021), fewer symptoms during disease course (3 vs 6 symptoms, p = 0.020), and more often undetectable serum antibodies compared with younger patients (p = 0.031). In the late-onset group, outcome was worse, and all tumors were carcinomas (both p < 0.0001). CSF was more accurate than serum to detect anti-NMDAR encephalitis (sensitivity 99% vs 68%, p < 0.0001). Using cell-based assay (CBA), CSF provided an unconfirmed positive test result in 11/2,600 patients (0.4%); 6/11 had a neuroinflammatory disease (other than anti-NMDAR encephalitis). Patients with anti-NMDAR encephalitis, who tested positive in CSF only, had lower CSF antibody titers (p = 0.003), but appeared to have an equally severe disease course. DISCUSSION: Anti-NMDAR encephalitis occurs at all ages and is less rare in the elderly patients than initially anticipated. In older patients, the clinical phenotype is less outspoken, has different tumor association, and a less favorable recovery. Detection of antibodies in CSF is the gold standard, and although the CBA has very good validity, it is not perfect. The clinical phenotype should be leading, and confirmation in a research laboratory is recommended, when in doubt.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Autoanticuerpos , Neoplasias , Adolescente , Adulto , Edad de Inicio , Anciano , Anciano de 80 o más Años , Encefalitis Antirreceptor N-Metil-D-Aspartato/sangre , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/epidemiología , Autoanticuerpos/sangre , Autoanticuerpos/líquido cefalorraquídeo , Niño , Preescolar , Estudios de Cohortes , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Neoplasias/epidemiología , Países Bajos/epidemiología , Adulto Joven
16.
Front Immunol ; 13: 1064007, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36761173

RESUMEN

Objectives: To summarize the cytokine/chemokine levels of anti-N-methyl-Daspartate receptor encephalitis (NMDAR-E) and explore the potential role of these molecules and immune cells in the pathogenic mechanism. Methods: The PubMed, Cochrane Library, Embase, and Web of Science databases were searched for various articles that assessed the concentrations of cytokines/chemokines in the unstimulated cerebrospinal fluid (CSF) or serum of patients with NMDAR-E in this systematic review and meta-analysis. The standardized mean difference (SMD) and 95% confidence interval (CI) were calculated by Stata17.0. Results: A total of 19 articles were included in the systematic review from 260 candidate papers, and cytokine/chemokine levels reported in the CSF/serum were examined in each article. This meta-analysis included 17 eligible studies comprising 579 patients with NMDAR-E, 367 patients with noninflammatory neurological disorders, and 42 healthy controls from China, Spain, South Korea, Australia, Czechia, and Sweden. The results indicated that the levels of different cytokines interleukin (IL)-6, tumor necrosis factor (TNF)-α, IL-10, IL-13, IL-1ß, IL-12, and IL-17 and chemokine C-X-C motif ligand (CXCL)10 in the CSF were significantly higher in NMDAR-E patients with a large effect size. In addition, B cell activating factor (BAFF), CXCL13, and interferon (IFN)-γ levels in the CSF were higher in NMDAR-E patients with a middle effect size. In contrast, levels of IL-2 and IL-4 in the CSF and CXCL13 and BAFF in the serum did not show a significant difference between cases and controls. Conclusions: These analyses showed that the central immune response in NMDAR-E is a process that involves multiple immune cell interactions mediated by cytokines/chemokines, and T cells play an important role in the pathogenesis of immunity. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/, identifier (CRD42022342485).


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Quimiocinas , Citocinas , Humanos , Encefalitis Antirreceptor N-Metil-D-Aspartato/sangre , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Quimiocinas/sangre , Quimiocinas/líquido cefalorraquídeo , Citocinas/sangre , Citocinas/líquido cefalorraquídeo , Interleucina-12 , Interleucina-6 , Factor de Necrosis Tumoral alfa
17.
J Neuroimmunol ; 361: 577753, 2021 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-34739913

RESUMEN

In the past 5 years, the positivity rate of autoimmune encephalitis antibody panels has significantly decreased in patients with clinically suspected encephalitis in an encephalitis center in China. Furthermore, the spectrum of patients with autoantibodies related to autoimmune encephalitis has changed significantly, exhibiting a decreased percentage of patients with anti-N-methyl-d-aspartate receptor antibodies and an increased percentage of patients with infrequently observed autoantibodies. Meanwhile, a small but non-negligible proportion of patients with autoantibodies against cell surface and synaptic proteins exhibited positivity for more than one autoantibody.


Asunto(s)
Autoanticuerpos/inmunología , Enfermedades Autoinmunes del Sistema Nervioso/epidemiología , Encefalitis/epidemiología , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Encefalitis Antirreceptor N-Metil-D-Aspartato/sangre , Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/epidemiología , Encefalitis Antirreceptor N-Metil-D-Aspartato/inmunología , Autoanticuerpos/sangre , Autoanticuerpos/líquido cefalorraquídeo , Autoantígenos/inmunología , Enfermedades Autoinmunes del Sistema Nervioso/sangre , Enfermedades Autoinmunes del Sistema Nervioso/líquido cefalorraquídeo , Enfermedades Autoinmunes del Sistema Nervioso/inmunología , Niño , Preescolar , China/epidemiología , Encefalitis/sangre , Encefalitis/líquido cefalorraquídeo , Encefalitis/inmunología , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Morbilidad/tendencias , Proteínas del Tejido Nervioso/inmunología , Adulto Joven
18.
Clin Neurol Neurosurg ; 210: 106986, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34688092

RESUMEN

OBJECTIVE: To present a case series of encephalitis patients with anti-N-methyl-D-aspartate receptor antibodies, attending two neurological referral centers in a three-year period. METHODS: A retrospective, descriptive, comparative study included child and adult patients in two neurological populations, positive for antibodies against the NR1 and NR2 subunits of the glutamate (NMDA) receptor in serum and CSF, as determined during a three-year period. RESULTS: Sixty-six patients were included (40 children and 26 adults). Male patients were more affected (M: F ratio was 1:0.6). No differences in progression or hospitalization time were observed between groups. In children, 35% of patients showed herpetic infection before autoimmune encephalitis (P = 0.01). Among viral prodromal symptoms, upper respiratory tract infection (P = 0.02) and fever (P = 0.001) predominated in children, while infectious gastroenteritis was more frequent in adults (P = 0.03). Among neuropsychiatric signs, mental confusion (P = 0.0001) and orofacial dyskinesia/oromandibular dystonia (P = 0.0001) were frequent in children, while emotional lability (P = 0.03), catatonia (P = 0.0001), and headache (P = 0.005) predominated in adults. The score in the modified Rankin scale on admission was higher in children (4.3 ± 0.8 vs. 2.2 ± 1.3, P = 0.0001), but at one-year of clinical follow up no significant differences were found. CONCLUSIONS: Male patients were predominantly affected in our population. One-third of all patients developed prodromal infection. Neuropsychiatric clinical complaints were different in children and adults. However, post-hospitalization recovery was similar between groups.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico por imagen , Síntomas Prodrómicos , Adolescente , Adulto , Factores de Edad , Encefalitis Antirreceptor N-Metil-D-Aspartato/epidemiología , Niño , Preescolar , Electroencefalografía/métodos , Femenino , Estudios de Seguimiento , Células HEK293 , Humanos , Masculino , México/epidemiología , Factores Sexuales , Adulto Joven
19.
Ann Clin Transl Neurol ; 8(12): 2228-2234, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34623755

RESUMEN

OBJECTIVE: To determine whether the metabolites of Kynurenine pathway (KP) could serve as biomarkers for distinguishing between viral CNS infections and autoimmune neuroinflammatory diseases, especially anti-N-methyl-D-aspartate receptor encephalitis (NMDARE) and herpes virus encephalitis (HSE). METHODS: This study enrolled CSF samples from 76 patients with viral CNS infections, autoimmune neuroinflammatory, and non-inflammatory neurological diseases. We measured cerebrospinal fluid (CSF) concentrations of tryptophan (Trp) and kynurenine (Kyn) by ELISA. RESULTS: Kyn concentrations and Kyn/Trp ratios were highly increased (p < 0.001, viral vs. autoimmune) in viral CNS infections, whereas patients with autoimmune neuroinflammatory and non-inflammatory diseases exhibited low concentrations. Furthermore, Kyn concentrations and Kyn/Trp ratio turned out to be excellent biomarkers to distinguish between herpes simplex encephalitis (HSE) and NMDARE (AUC 0.920 and AUC 0.906), whereas Trp concentrations were similar in all three groups. INTERPRETATION: The results suggest that elevated CSF Kyn concentrations and Kyn/Trp ratio may serve as biomarkers for distinguishing viral CNS infections from autoimmune neuroinflammatory diseases. In particular, the distinction between HSE and NMDARE is of great clinical relevance. Further studies are warranted to investigate the potential of CSF Kyn levels and Kyn/Trp ratio as routine parameters in patients with CNS diseases.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Encefalitis por Herpes Simple/líquido cefalorraquídeo , Encefalitis por Varicela Zóster/líquido cefalorraquídeo , Hidrocéfalo Normotenso/líquido cefalorraquídeo , Quinurenina/líquido cefalorraquídeo , Meningitis Viral/líquido cefalorraquídeo , Esclerosis Múltiple/líquido cefalorraquídeo , Seudotumor Cerebral/líquido cefalorraquídeo , Triptófano/líquido cefalorraquídeo , Adulto , Anciano , Anciano de 80 o más Años , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Biomarcadores/líquido cefalorraquídeo , Encefalitis por Herpes Simple/diagnóstico , Encefalitis por Varicela Zóster/diagnóstico , Femenino , Humanos , Hidrocéfalo Normotenso/diagnóstico , Masculino , Meningitis Viral/diagnóstico , Persona de Mediana Edad , Esclerosis Múltiple/diagnóstico , Seudotumor Cerebral/diagnóstico , Transducción de Señal/fisiología , Adulto Joven
20.
Artículo en Inglés | MEDLINE | ID: mdl-34697224

RESUMEN

BACKGROUND AND OBJECTIVES: CSF in antibody-defined autoimmune encephalitis (AE) subtypes shows subtype-dependent degrees of inflammation ranging from rare and often mild to frequent and often robust. AEs with NMDA receptor antibodies (NMDAR-E) and leucine-rich glioma-inactivated protein 1 antibodies (LGI1-E) represent opposite ends of this spectrum: NMDAR-E with typically frequent/robust and LGI1-E with rare/mild CSF inflammation. For a more in-depth analysis, we characterized CSF findings in acute, therapy-naive NMDAR-E and LGI1-E in a multicentric, retrospective, cross-sectional setting. METHODS: Eighty-two patients with NMDAR-E and 36 patients with LGI1-E from the GErman NEtwork for Research of AuToimmune Encephalitis (GENERATE) with lumbar puncture within 90 days of onset and before immunotherapy were included. CSF parameters comprised leukocytes, oligoclonal bands (OCBs), and CSF/serum ratios for albumin, immunoglobulin G (IgG), A (IgA), and M (IgM), the latter 3 converted to Z scores according to Reiber formulas. The MRZ reaction was tested in 14 patients with NMDAR-E and 6 patients with LGI1-E, respectively. RESULTS: CSF was abnormal in 94% of NMDAR-E but only in 36% of LGI1-E patients. Robust quantitative intrathecal immunoglobulin synthesis (IIS, IgG > IgM >> IgA) was characteristic for NMDAR-E, but absent in LGI-E. In NMDAR-E, CSF leukocytes were higher when IIS was present or more pronounced. In addition, in NMDAR-E, CSF leukocytes were lower and IIS occurred less often and if so to a lesser degree at older age. Patients with NMDAR-E with severe functional impairment more often had positive OCBs. In CSF obtained later than 3 weeks of onset, leukocytes were lower. In parallel, the correlation of leukocytes with IIS disappeared as IIS was partially independent of disease duration. The MRZ reaction was positive in 5 (36%) patients with NMDAR-E. All these associations were completely absent in LGI1-E. Here, younger patients showed more blood-CSF barrier dysfunction. In LGI1-E, but not in NMDAR-E, the blood-CSF barrier was more dysfunctional when CSF leukocytes were higher. DISCUSSION: NMDAR-E and LGI-E differ in their typical extent of CSF inflammation. In addition, the patterns formed by the different inflammatory CSF parameters and their relationship with disease severity, age, and disease duration are subtype-characteristic. Moreover, signs for multiple sclerosis-like chronic inflammation are present in a subgroup of patients with NMDAR-E. These CSF patterns might be markers for the different immunopathogeneses of LGI1-E and NMDAR-E.


Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato/líquido cefalorraquídeo , Autoanticuerpos/líquido cefalorraquídeo , Enfermedades Autoinmunes del Sistema Nervioso/líquido cefalorraquídeo , Encefalitis/líquido cefalorraquídeo , Péptidos y Proteínas de Señalización Intracelular/inmunología , Sistema de Registros , Enfermedad Aguda , Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Estudios Retrospectivos , Adulto Joven
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