Abstract
The Guidelines Project, an initiative of the Brazilian Medical Association, aims to combine information from the medical field in order to standardize producers to assist the reasoning and decision-making of doctors.
The information provided through this project must be assessed and criticized by the physician responsible for the conduct that will be adopted, depending on the conditions and the clinical status of each patient.
INTRODUCTION
Autoimmune encephalitis is an inflammatory disease characterized by a subacute involvement of short-term memory and very diverse symptomatology (psychotic symptoms, atypical clinical manifestations, and epileptic seizures), which makes the differential diagnosis a real challenge. Paraneoplastic neurological syndromes (PNS) are rare and associated with the antibodies of the collapsin response mediator protein (CV2/CRMP5), with a bad prognosis. However, with the recent discovery of antibodies directed at the membrane surface, today it is recognized that a large proportion of cases have no underlying neoplasia (non-paraneoplastic), thus presenting better prognosis. Paraneoplastic limbic encephalitis (PLE) is a type of autoimmune encephalitis that involves the hippocampus, amygdala, frontal basal, and insular regions and is linked to tumors and antibodies against intracellular neuronal antigens, manifesting typically through seizures and mental and behavioral changes. Although in some cases it appears to involve exclusively the limbic regions, there are several clinical characteristics that imply the involvement of other areas outside the limbic system. For this reason, authors prefer the term Autoimmune Encephalitis (AIE).
In the pathophysiology of AIE, the disease can be classified based on its location, the causal antigens, and the probable mechanisms of the disease. Generally, antibodies for intracellular antigens are associated with underlying malignancies, in contrast to membrane antigens, which generally do not reflect the presence of a tumor but can be associated with tumors in some cases. Thus, an extensive search for any underlying malignancies must always be considered in patients with suspected AIE.
The antibodies for intracellular antigens (neuron) are glutamic acid decarboxylase (Gaed), Hu, or Anna1 (Hu-Abs), Ma2, CV2, and amphiphysin. Autoimmune neuronal lesions triggered by the antibodies, which follow the deleterious action of cytotoxic T lymphocytes, are the most probable pathogenic mechanism. These damages appear to be irreversible and the prognosis is generally poor. An exception appears to exist in patients with Gaed antibodies: these patients may have AIE, epilepsy, or other neurological syndromes; its association with tumors is uncommon and recovery is possible, although patients are generally less responsive to immunotherapies.
Antibodies against cellular membrane surface antigens are the VGKC complex (LGI1, CASPR2), NMDA, Ampa, Gaba-B, and glycine receptors. This category has been increasingly recognized as much less associated with malignant diseases, and the disease is believed to be mediated by the very antibodies. These diseases tend to have a better response to immunotherapy. The first syndrome to be recognized in this category was the VGKC-complex antibody syndrome.
Due to the great variety of diseases that must be excluded during the differential diagnosis, the diagnosis of encephalitis is often difficult and delayed.
Clinical setting
Patients with a diagnosis of autoimmune encephalitis associated with neoplasia.
Clinical question
In autoimmune encephalitis, is the treatment with immunoglobulins better than the conventionally used corticosteroids or plasmapheresis?
Eligibility criteria
PATIENT
P - Patients with paraneoplastic autoimmune encephalitis
INTERVENTION
I - Treatment with immunoglobulin
COMPARISON
C - Treatment with corticosteroids or plasmapheresis
OUTCOME
O - Effectiveness or harm
Search strategy. Databases searched: Medline, PubMed. Randomized clinical trial (RCT). No time or language restrictions. Full text or summary of data. Clinical and non-intermediary outcomes.
Search
Encephalitis AND (((((Immunoglobulin OR Immunoglobulins OR Globulins)) AND ((Autoimmune OR Autoimmune Diseases OR N-methyl-D-aspartate receptor OR NMDAR OR leucine-rich OR glioma-inactivated protein-1 OR LGI1 OR contactin-associated protein-2 OR Caspr2 OR α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor OR AMPAR OR γ-aminobutyric acid-A receptor OR GABAAR OR γ-aminobutyric acid-B receptor OR GABABR OR Glycine R) OR (N-methyl-D-aspartate receptor OR NMDAR OR leucine-rich OR glioma-inactivated protein-1 OR LGI1 OR contactin-associated protein-2 OR Caspr2 OR α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor OR AMPAR OR γ-aminobutyric acid-A receptor OR GABAAR OR γ-aminobutyric acid-B receptor OR GABABR OR Glycine R))) = 3036
Eligibility criteria for the studies
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Patients with paraneoplastic autoimmune encephalitis.
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Treat with immunoglobulin.
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Study design: case series or observational cohorts or clinical trials.
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No time restrictions.
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Language: portuguese, english, spanish, and italian.
After assessing the studies based on title, design, and language, 450 were selected. After assessment of the abstracts and the final selection, 33 studies were left for full-text analysis, namely: 32228575 32123047 31782181 31874360 31796119 31473641 30449706 31286710 30979857 30182259 30177907 29166136 29759996 28585453 28935354 28959704 29399043 28154970 28150403 26940288 27632180 27242065 27776544 27056053 27428233 26694143 26889260 26770517 26277996 25465439 23290630 20159432 17397768.
Anexos: Table 1 - Inclusion and exclusion. Table 2 - Analysis of the full texts included. Table 3 - Results in patients with lung cancer.
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Studies selected based on the search strategy - 3,036
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Excluded for not answering to the PICO during the assessment of the title - 2,586.
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Selection of 450 studies.
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Selection by abstract: 417 excluded for being unrelated to the clinical question.
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Selection of 33 studies.
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Analysis of the full texts: 28 excluded - review - Non-paraneoplastic - case report - guidelines -No comparison. Table 1 in the annex.
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A total of 5 studies were selected - included in the review.
RESULTS
Eleven patients with a mean age of 63 years were assessed at the Hospital of the Hebei Medical University, from February 2016 to October 2016, with encephalitis of unknown etiology and a positive test for receptor antibody (anti-GABA-B) in the blood and/ or cerebrospinal fluid13. Five patients were diagnosed with small-cell lung tumors. The therapy established at first was neurological symptomatic medication and first-line immunotherapy (steroid and/or immunoglobulin). Patients with a diagnosis of lung cancer also received specific treatment (surgery and/or chemotherapy and/or radiotherapy). In the evaluation of outcomes, we used the modified Rankin Scale (mRS) for therapeutic effects (mRS <2: complete neurological setting, mRS 2: partial neurological improvement) and functional outcome (mRS 2: favorable prognosis, mRS> 2: poor prognosis). In cancer patients, the evolution of the mRS scale was 2 → 1 (complete response) in two patients, 3 → 2 (partial response) in one patient, 4 → 3 (partial response) in one patient, and 5 → 5 (no response) in another.13 (Table 3 in annex).
In the Peking Union Medical College Hospital, between June 2011 and October 2014, 10 women with a mean age of 23 years diagnosed with ovarian teratoma associated with paraneoplastic encephalitis with positive antibodies against N-methyl-D-aspartate receptor (anti-Nmdar) were assessed.24 After resection of the tumors, all patients received first-line immunotherapy with intravenous immunoglobulin (IVIG) associated or not to corticosteroids and plasmapheresis; in the event of failure, a second line of medication was instituted. Nine patients had significant relief of neurological symptoms during the mean follow-up time of 14.2 months, with 13.7±5.5 days for relief of symptoms after the surgery24.
A multi-institutional observational study (2007-2012) evaluated 135 patients with positive NMDAR antibodies in serum or cerebrospinal fluid (CSF) who met the criteria previously described31. In the hospitals of the universities of Pennsylvania and Barcelona, all other patients were collected from 200 centers worldwide (32 countries), with a total of 577 patients. The treatment, which did not have a defined protocol, included first-line immunotherapy (steroids, immunoglobulin, plasmapheresis), second-line immunotherapy (rituximab, cyclophosphamide), and tumor resection. In the evaluation of outcomes, the antibodies were assessed at the onset of symptoms, and after 4, 8, 12, 18, and 24 months. Of out 501 patients (mean follow-up of 24 months): 472 (94%) were treated with first-line immunotherapy or tumor resection, with the improvement of 251 patients (53%) in 30 days. The first-line therapy failed in 221 patients; of these, 125 (57%) received second-line treatment with improvement in comparison to those who did not (OR 2.69, CI 1.24 to 5.80, p=0.012).
In the first 24 months, 394 of 501 patients achieved a good result (mRS from 0 to 2 in an average of 6 months) and continued to improve for 18 months after the onset of symptoms, with the death of 30 patients. The predictors of good outcomes were early treatment (OR 0.62, CI 0.50 to 0.76, p<0.0001) and no admission to the ICU (OR 0.12, CI 0.06 to 0.22, p<0.0001)31.
A retrospective analysis of 24 patients diagnosed with newly acquired encephalitis and neurxo-psychiatric deficit underwent an investigation for positive anti-NMDA receptor in a medical center in Taiwan9. All patients were medicated with corticosteroids and/or immunoglobulin and/or plasmapheresis with first-line therapy. With treatment failure in 14 patients, these received second-line medication, with immunoglobulin and rituximab and/or cyclophosphamide. There was no comparative arm for the therapy. Seventeen patients were admitted to an intensive care unit due to an altered level of consciousness, epileptic status, and impending respiratory failure. The average length of hospital stay was 60.38+/- 62.2 days. This may be due to a greater awareness of doctors regarding combined therapy. In the first six months, 20 patients (20/24), i.e., 83% achieved a good outcome, with mRS ≤2, and 15 patients (15/24), i.e., 62.5% recovered completely9.
Thirty-three patients (21 women and 12 men) and with a mean age of 29.7 years and a diagnosis of encephalitis, neuropsychiatric abnormalities, and positive anti-NMDAR in the CSF, associated or not with other diagnoses, were treated in the Department of Neurology of the Beijing Xuan Wu Hospital between January 2011 to December 201328. The treatment using corticosteroids, intravenous immunoglobulin, and plasma exchange alone or in combined therapy is the first line. Cyclophosphamide or azathioprine were used in isolation or in combination when the first line failed. In the evaluation of outcomes, the modified Rankin Scale (mRS) was used to estimate the neurological status: mRS = 0 corresponds to complete restoration; mRS = 1-2 corresponds to significant improvement; mRS> 2 corresponds to a partial improvement. The outcomes of treatment in 3 of 33 patients with teratoma were: a 29-year-old patient treated with immunoglobulin for nine days plus symptomatic medications presented a gradual recovery in two months of assessment and mRS=3. In another, a 34-year-old, the medication used were corticosteroids in association with immunoglobulin and symptomatic treatment; recovery was complete in the assessment after three months with mRS=0. The third patient, a 23-year-old, was medicated with corticosteroids, immunoglobulin, and plasmapheresis and presented a gradual improvement in the 12-month assessment and mRS=3 (Table 4, in annex)28.
Synthesis of evidence
After a detailed search in the literature, we could not find any randomized clinical trials dealing specifically with the clinical question at hand. We obtained a list of observational cohorts, case reports, and reviews. They also did not respond to the comparison of drugs proposed in the PICO. In the analysis of selected cohort studies, there is no clear guideline of the therapeutic approach for paraneoplastic encephalitis. The therapies are not presented or tested in an isolated manner, but always associated in several ways, such as in the first line, i.e., with steroids, immunoglobulin, plasmapheresis, and, as the second line, i.e., as rituximab, cyclophosphamide, azathioprine. This is due to the severity of cases and, oftentimes, the ineffectiveness of the therapy initially chosen, something that leads physicians to opt for other therapies and their associations. This shows an apparent contradiction, as in the greater the treatment, the worse the outcome; but in truth, the relationship is the worse the patient, the more treatments are combined. Thus, therapies and associations seem to be similar in regard to efficacy, with low quality of evidence.
Recommendation
The evidence available comparing corticosteroids with immunoglobulin in the treatment of patients with clinical symptoms of paraneoplastic encephalitis is limited and of poor quality, with few patients studied through case reports and observational cohorts. Therefore, there is no consistent evidence currently available that allows us to estimate the benefits and/or the risks from the use of immunoglobulin in comparison to the current use of corticosteroids in these patients.
This work was developed with the participation of members of the Comitê Estadual de Medicina Baseada em Evidência Científica das Unimeds do Estado de São Paulo, through of (virtual) meetings.
REFERENCES
-
1 Li TR, Zhang YD, Wang Q, Shao XQ, Li ZM, Lv RJ. Intravenous methylprednisolone or immunoglobulin for anti-glutamic acid decarboxylase 65 antibody autoimmune encephalitis: which is better? BMC Neurosci 2020; 21(1):13. doi: 10.1186/s12868-020-00561-9. PMID: 32228575.
» https://doi.org/10.1186/s12868-020-00561-9 -
2 Muñoz-Lopetegi A, de Bruijn MAAM, Boukhrissi S, Bastiaansen AEM, Nagtzaam MMP, Hulsenboom ESP, et al. Neurologic syndromes related to anti-GAD65: Clinical and serologic response to treatment. Neurol Neuroimmunol Neuroinflamm 2020; 7(3): e696. doi: 10.1212/NXI.0000000000000696. PMID: 32123047.
» https://doi.org/10.1212/NXI.0000000000000696 -
3 Zhang L, Lu Y, Xu L, Liu L, Wu X, Zhang Y, et al. Anti-N-methyl-D-aspartate receptor encephalitis with accompanying ovarian teratoma in female patients from East China: Clinical features, treatment, and prognostic outcomes. Seizure 2020; 75:55-62. doi: 10.1016/j.seizure.2019.12.016. PMID: 31874360.
» https://doi.org/10.1016/j.seizure.2019.12.016 -
4 Dubey D, Britton J, McKeon A, Gadoth A, Zekeridou A, Lopez Chiriboga SA, et al. Randomized Placebo-Controlled Trial of Intravenous Immunoglobulin in Autoimmune LGI1/CASPR2 Epilepsy. Ann Neurol 2020; 87: 313-323. doi: 10.1002/ana.25655. PMID: 31782181.
» https://doi.org/10.1002/ana.25655 -
5 Manson G, Maria ATJ, Poizeau F, Danlos FX, Kostine M, Brosseau S, et al. Worsening and newly diagnosed paraneoplastic syndromes following anti-PD-1 or anti-PD-L1 immunotherapies, a descriptive study. J Immunother Cancer 2019; 7(1):337. doi: 10.1186/s40425-019-0821-8. PMID: 31796119
» https://doi.org/10.1186/s40425-019-0821-8 -
6 Liu H, Edson RS. Thymoma associated paraneoplastic encephalitis (TAPE), a potential cause of limbic encephalitis. BMJ Case Rep 2019; 12: e230709. doi: 10.1136/bcr-2019-230709. PMID: 31473641.
» https://doi.org/10.1136/bcr-2019-230709 -
7 Zhang X, Wang C, Zhu W, Wang B, Liang H, Guo S. Factors Affecting the Response to First-Line Treatments in Patients with Anti-N-Methyl-D-As-partate Receptor Encephalitis. J Clin Neurol 2019; 15: 369-375. doi: 10.3988/jcn.2019.15.3.369. PMID: 31286710.
» https://doi.org/10.3988/jcn.2019.15.3.369 -
8 de Bruijn MAAM, van Sonderen A, van Coevorden-Hameete MH, Bastiaansen AEM, Schreurs MWJ, Rouhl RPW, et al. Evaluation of seizure treatment in anti-LGI1, anti-NMDAR, and anti-GABABR encephalitis. Neurology 2019; 92(19): e2185-e2196. doi: 10.1212/WNL.0000000000007475. PMID: 30979857.
» https://doi.org/10.1212/WNL.0000000000007475 -
9 Kong SS, Chen YJ, Su IC, Lin JJ, Chou IJ, Chou ML, et al. Immunotherapy for anti-NMDA receptor encephalitis: Experience from a single center in Taiwan. Pediatr Neonatol 2019; 60(4): 417-422. doi: 10.1016/j.pedneo.2018.10.006. PMID: 30449706.
» https://doi.org/10.1016/j.pedneo.2018.10.006 -
10 Melamud LI, Fernandez VC, Manin A, Villa AM. Autoimmune encephalitis and immune therapy: lessons from Argentina. Acta Neurol Belg 2020; 120(3):565-572. doi: 10.1007/s13760-018-1013-x. PMID: 30182259.
» https://doi.org/10.1007/s13760-018-1013-x -
11 Chen Z, Wu D, Wang K, Luo B. Cognitive Function Recovery Pattern in Adult Patients with Severe Anti-N-Methyl-D-Aspartate Receptor Encephalitis: A Longitudinal Study. Front Neurol 2018; 9:675. doi: 10.3389/fneur.2018.00675. PMID: 30177907.
» https://doi.org/10.3389/fneur.2018.00675 -
12 Chiang S, Garg T, Hu A, Amin H, Davalos-Balderas A, Alfradique-Dunham I, et al. Pearls & Oy-sters: Relapse of anti-NMDA receptor encephalitis after prior first- and second-line immunotherapy. Neurology 2018; 90: 936-939. doi: 10.1212/WNL.0000000000005517.PMID: 29759996.
» https://doi.org/10.1212/WNL.0000000000005517 -
13 Cui J, Bu H, He J, Zhao Z, Han W, Gao R, et al. The gamma-aminobutyric acid-B receptor (GABAB) encephalitis: clinical manifestations and response to immunotherapy. Int J Neurosci 2018; 128(7):627-633. doi: 10.1080/00207454.2017.1408618. PMID: 29166136.
» https://doi.org/10.1080/00207454.2017.1408618 -
14 Iizuka T, Kanazawa N, Kaneko J, Tominaga N, Nonoda Y, Hara A, et al. Cryptogenic NORSE: Its distinctive clinical features and response to immunotherapy. Neurol Neuroimmunol Neuroinflamm 2017; 4(6): e396. doi: 10.1212/NXI.0000000000000396. PMID: 28959704.
» https://doi.org/10.1212/NXI.0000000000000396 -
15 Wang Y, Zhang W, Yin J, Lu Q, Yin F, He F, et al. Anti-N-methyl-d-aspartate receptor encephalitis in children of Central South China: Clinical features, treatment, influencing factors, and outcomes. J Neuroimmunol 2017; 312:59-65. doi: 10.1016/j.jneuroim.2017.09.005. PMID: 28935354.
» https://doi.org/10.1016/j.jneuroim.2017.09.005 -
16 Shin YW, Lee ST, Park KI, Jung KH, Jung KY, Lee SK, et al. Treatment strategies for autoimmune encephalitis. Ther Adv Neurol Disord 2017; 11:1756285617722347. doi: 10.1177/1756285617722347. PMID: 29399043.
» https://doi.org/10.1177/1756285617722347 -
17 McKeon GL, Robinson GA, Ryan AE, Blum S, Gillis D, Finke C, et al. Cognitive outcomes following anti-N-methyl-D-aspartate receptor encephalitis: A systematic review. J Clin Exp Neuropsychol 2018; 40(3):234-252. doi: 10.1080/13803395.2017.1329408. PMID: 28585453.
» https://doi.org/10.1080/13803395.2017.1329408 -
18 Bartolini L, Muscal E. Differences in treatment of anti-NMDA receptor encephalitis: results of a worldwide survey. J Neurol 2017; 264(4):647-653. doi: 10.1007/s00415-017-8407-1. PMID: 28154970.
» https://doi.org/10.1007/s00415-017-8407-1 -
19 Hattori Y, Yamashita Y, Mizuno M, Katano K, Sugiura-Ogasawara M, Matsukawa N. Anti-N-methyl-d-aspartate receptor limbic encephalitis associated with mature cystic teratoma of the fallopian tube. J Obstet Gynaecol Res 2017; 43(2):412-415. doi: 10.1111/jog.13221. PMID: 28150403.
» https://doi.org/10.1111/jog.13221 -
20 Abdul-Rahman ZM, Panegyres PK, Roeck M, Hawkins D, Bharath J, Grolman P, et al. Anti-N-methyl-D-aspartate receptor encephalitis with an imaging-invisible ovarian teratoma: a case report. J Med Case Rep 2016; 10(1):296. doi: 10.1186/s13256-016-1067-4.PMID: 27776544.
» https://doi.org/10.1186/s13256-016-1067-4 -
21 Huang Q, Wu Y, Qin R, Wei X, Ma M. Clinical characteristics and outcomes between children and adults with anti-N-Methyl-D-Aspartate receptor encephalitis. J Neurol 2016; 263(12):2446-2455. doi: 10.1007/s00415-016-8282-1. PMID: 27632180.
» https://doi.org/10.1007/s00415-016-8282-1 -
22 Li Z, Cui T, Shi W, Wang Q. Clinical analysis of leucine-rich glioma inactivated-1 protein antibody associated with limbic encephalitis onset with seizures. Medicine (Baltimore). 2016; 95(28):e4244. doi: 10.1097/MD.0000000000004244. PMID: 27428233.
» https://doi.org/10.1097/MD.0000000000004244 -
23 Nosadini M, Mohammad SS, Suppiej A, Sartori S, Dale RC; IVIG in Neurology Study Group. Intravenous immunoglobulin in paediatric neurology: safety, adherence to guidelines, and long-term outcome. Dev Med Child Neurol 2016; 58(11):1180-1192. doi: 10.1111/dmcn.13159. PMID: 27242065.
» https://doi.org/10.1111/dmcn.13159 -
24 Bai Y, Guan Q, Jiang J, Zhang Z. Treatment principles of ovarian teratoma with anti-N-methyl-D-aspartate receptor encephalitis. Arch Gynecol Obstet 2016; 294(3):623-9. doi: 10.1007/s00404-016-4050-9. PMID: 27056053.
» https://doi.org/10.1007/s00404-016-4050-9 -
25 von Rhein B, Wagner J, Widman G, Malter MP, Elger CE, Helmstaedter C. Suspected antibody negative autoimmune limbic encephalitis: outcome of immunotherapy. Acta Neurol Scand 2017; 135(1): 134-141. doi: 10.1111/ane.12575. PMID: 26940288.
» https://doi.org/10.1111/ane.12575 -
26 Yu J, Yu X, Fang S, Zhang Y, Lin W. The Treatment and Follow-Up of Anti-LGI1 Limbic Encephalitis. Eur Neurol 2016; 75(1-2):5-11. doi: 10.1159/000441944. PMID: 26694143.
» https://doi.org/10.1159/000441944 -
27 Liu J, Li M, Li G, Zhou C, Zhang R. Anti-leucine-rich glioma-inactivated 1 limbic encephalitis: A case report and literature review. Exp Ther Med 2016; 11(1):315-317. doi: 10.3892/etm.2015.2866. PMID: 26889260.
» https://doi.org/10.3892/etm.2015.2866 - 28 Huang X, Fan C, Wu J, Ye J, Zhan S, Song H, et al. Clinical analysis on anti-N-methyl-D-aspartate receptor encephalitis cases: Chinese experience. Int J Clin Exp Med 2015; 8(10):18927-35. PMID: 26770517.
-
29 Liu J, Wang D, Xiong Y, Liu B, Liu M. Anti-NMDAR Encephalitis of 11 Cases in China - Detailed Clinical, Laboratory and Imagiological Description. Eur Neurol 2015;74(1-2):73-8. doi: 10.1159/000435953. PMID: 26277996.
» https://doi.org/10.1159/000435953 -
30 Dubey D, Konikkara J, Modur PN, Agostini M, Gupta P, Shu F, et al. Effectiveness of multimodality treatment for autoimmune limbic epilepsy. Epileptic Disord 2014; 16(4):494-9. doi: 10.1684/epd.2014.0703. PMID: 25465439.
» https://doi.org/10.1684/epd.2014.0703 -
31 Titulaer MJ, McCracken L, Gabilondo I, Armangué T, Glaser C, Iizuka T, et al. Treatment and prognostic factors for long-term outcome in patients with anti-NMDA receptor encephalitis: an observational cohort study. Lancet Neurol 2013; 12(2):157-65. doi: 10.1016/S1474-4422(12)70310-1. PMID: 23290630.
» https://doi.org/10.1016/S1474-4422(12)70310-1 -
32 Breese EH, Dalmau J, Lennon VA, Apiwattanakul M, Sokol DK. Anti-N-methyl-D-aspartate receptor encephalitis: early treatment is beneficial. Pediatr Neurol 2010; 42(3):213-4. doi: 10.1016/j.pediatrneurol.2009.10.003. PMID: 20159432.
» https://doi.org/10.1016/j.pediatrneurol.2009.10.003 -
33 Feasby T, Banwell B, Benstead T, Bril V, Brouwers M, Freedman M, et al. Guidelines on the use of intravenous immune globulin for neurologic conditions. Transfus Med Rev 2007; 21(2 Suppl 1): S57-107. doi: 10.1016/j.tmrv.2007.01.002.
» https://doi.org/10.1016/j.tmrv.2007.01.002
