1
|
Dinoto A, Flanagan EP. Autoimmune dementia. Curr Opin Psychiatry 2025; 38:101-111. [PMID: 39887315 DOI: 10.1097/yco.0000000000000980] [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] [Indexed: 02/01/2025]
Abstract
PURPOSE OF REVIEW The aim of this review is to summarize clinical, radiological and laboratory findings in autoimmune dementia, to help clinicians in promptly identify this elusive condition. RECENT FINDINGS The rapid advances in the field of autoimmune neurology have led to the discovery of novel antibodies and associated disorders, which are more frequent than previously hypothesized. The correct and prompt identification of cognitive decline of autoimmune origin is vital to ensure early treatment and better outcomes. The diagnosis of autoimmune dementia relies on specific clinical and radiological features and on the detection of specific autoantibodies. Autoantibody specificities predict response to treatment and the occurrence of cancer. In recent years, the differential diagnosis of autoimmune dementia has become more relevant, as the overinterpretation of antibody results, clinical and radiological findings may lead to an erroneous diagnosis of autoimmune dementia, with potential harm to patients due to inappropriate exposure to immunosuppressants. SUMMARY Autoimmune dementia is a potentially treatable condition and should not be missed in clinical practice given the potential for reversibility with immunotherapy. The diagnosis of autoimmune dementia relies on a comprehensive review of clinical, radiological and laboratory data, and exclusion of other causes of dementia.
Collapse
Affiliation(s)
- Alessandro Dinoto
- Department of Neurology and Center for Multiple Sclerosis and Autoimmune Neurology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurosciences, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy
| | - Eoin P Flanagan
- Department of Neurology and Center for Multiple Sclerosis and Autoimmune Neurology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| |
Collapse
|
2
|
Jiang F, Cai H, Li H, Yin W, Ouyang S, Hu J, Tu E, Fu K, Yin J, Zhao Z, Yang J, Zeng Q, Yang H. Clinical characteristics of double negative atypical inflammatory demyelinating disease: A prospective study. Ann Clin Transl Neurol 2024; 11:2769-2784. [PMID: 39222463 PMCID: PMC11514904 DOI: 10.1002/acn3.52191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 07/29/2024] [Accepted: 08/09/2024] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVE This study aimed to investigate the clinical characteristics and predictors of relapse in double negative atypical inflammatory demyelinating disease (IDD) and to explore potential antigenic targets by tissue-based assays (TBA) using rat brain indirect immunofluorescence. METHODS We compared the clinical, laboratory, and MRI data of double negative atypical IDD with other IDD patients. Serum samples were collected for TBA. The predictors of relapse were examined over a minimum of 24 months follow-up. RESULTS In our cohort of 98 patients with double negative atypical IDD, there was no significant female predominance (58.2%, 57/98). The lesions primarily affected the spinal cord and brain stem, with fewer cases of involvement in the area postrema (5.1%, 5/98) and longitudinally extensive transverse myelitis (43.9%, 43/98). A total of 62.5% (50/80) patients tested positive for anti-astrocyte antibodies based on rat brain TBA. Over a median duration of 39.5 months, 80 patients completed the entire follow-up, and 47.5% (38/80) patients exhibited monophasic course. A total of 36% (18/50) patients positively for anti-astrocyte antibodies had a monophasic course, which is significantly lower than patients negatively for anti-astrocyte antibodies (66.7%, 20/30) (p = 0.008). The presence of anti-astrocyte antibodies (hazard ratio (HR), 2.243; 95% CI, 1.087-4.627; p = 0.029) and ≥4 cerebrum lesions at first attack (HR, 2.494; 95% CI, 1.224-5.078; p = 0.012) were risk factors for disease relapse, while maintenance immunotherapy during remission (HR, 0.361; 95% CI, 0.150-0.869; p = 0.023) was protective factor. INTERPRETATION Double negative atypical IDD are unique demyelinating diseases with a high relapse rate. Maintenance immunotherapy is helpful to the prevention of relapse, particularly in patients with anti-astrocyte antibodies or ≥4 cerebrum lesions at first attack.
Collapse
Affiliation(s)
- Fei Jiang
- Department of Neurology, Xiangya HospitalCentral South UniversityChangsha410000HunanP.R. China
- Clinical Research Center for Neuroimmune and Neuromuscular disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
- National Clinical Research Center for Geriatric Disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
| | - Haobing Cai
- Department of Neurology, Xiangya HospitalCentral South UniversityChangsha410000HunanP.R. China
- Clinical Research Center for Neuroimmune and Neuromuscular disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
- National Clinical Research Center for Geriatric Disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
| | - Hongliang Li
- Department of Acupuncture and Tuina RehabilitationThe First Hospital of Hunan University of Chinese MedicineChangsha410000HunanP.R. China
| | - Weifan Yin
- Department of Neurology, The Second Xiangya HospitalCentral South UniversityChangsha410000HunanP.R. China
- The “Double‐First Class” Application Characteristic Discipline of Hunan Province (Clinical Medicine) Changsha Medical UniversityChangsha410000HunanP.R. China
| | - Song Ouyang
- The “Double‐First Class” Application Characteristic Discipline of Hunan Province (Clinical Medicine) Changsha Medical UniversityChangsha410000HunanP.R. China
- Department of Neurology, The affiliated Changsha Hospital of Xiangya School of MedicineCentral South UniversityChangsha410000HunanP.R. China
| | - Jue Hu
- Department of NeurologyChangsha Central HospitalChangsha410000HunanP.R. China
| | - Ewen Tu
- Department of NeurologyHunan Provincial Brain Hospital (Hunan Second People's Hospital)Changsha410000HunanP.R. China
| | - Ke Fu
- Department of NeurologyHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)Changsha410000HunanP.R. China
| | - Junjie Yin
- Department of NeurologyHunan University of Medicine General HospitalHuaihua418000HunanP.R. China
| | - Zhen Zhao
- Department of Neurology, Zhuzhou Hospital Affiliated to Xiangya Medical CollegeCentral South UniversityZhuzhou412000HunanP.R. China
| | - Jieyu Yang
- Department of Social WorkChangsha Social Work CollegeChangsha410004HunanP.R. China
| | - Qiuming Zeng
- Department of Neurology, Xiangya HospitalCentral South UniversityChangsha410000HunanP.R. China
- Clinical Research Center for Neuroimmune and Neuromuscular disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
- National Clinical Research Center for Geriatric Disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
| | - Huan Yang
- Department of Neurology, Xiangya HospitalCentral South UniversityChangsha410000HunanP.R. China
- Clinical Research Center for Neuroimmune and Neuromuscular disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
- National Clinical Research Center for Geriatric Disorders, Xiangya HospitalCentral South UniversityChangsha410008HunanP.R. China
| |
Collapse
|
3
|
Fang YX, Zhou XM, Zheng D, Liu GH, Gao PB, Huang XZ, Chen ZC, Zhang H, Chen L, Hu YF. Neurosyphilis complicated by anti-γ-aminobutyric acid-B receptor encephalitis: A case report. World J Clin Cases 2024; 12:1960-1966. [PMID: 38660543 PMCID: PMC11036513 DOI: 10.12998/wjcc.v12.i11.1960] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 02/25/2024] [Accepted: 03/18/2024] [Indexed: 04/11/2024] Open
Abstract
BACKGROUND Syphilis is an infectious disease caused by Treponema pallidum that can invade the central nervous system, causing encephalitis. Few cases of anti-N-methyl-D-aspartate receptor autoimmune encephalitis (AE) secondary to neurosyphilis have been reported. We report a neurosyphilis patient with anti-γ-aminobutyric acid-B receptor (GABABR) AE. CASE SUMMARY A young man in his 30s who presented with acute epileptic status was admitted to a local hospital. He was diagnosed with neurosyphilis, according to serum and cerebrospinal fluid (CSF) tests for syphilis. After 14 d of antiepileptic treatment and anti-Treponema pallidum therapy with penicillin, epilepsy was controlled but serious cognitive impairment, behavioral, and serious psychiatric symptoms were observed. He was then transferred to our hospital. The Mini-Mental State Examination (MMSE) crude test results showed only 2 points. Cranial magnetic resonance imaging revealed significant cerebral atrophy and multiple fluid-attenuated inversion recovery high signals in the white matter surrounding both lateral ventricles, left amygdala and bilateral thalami. Anti-GABABR antibodies were discovered in CSF (1:3.2) and serum (1:100). The patient was diagnosed with neurosyphilis complicated by anti-GABABR AE, and received methylprednisolone and penicillin. Following treatment, his mental symptoms were alleviated. Cognitive impairment was significantly improved, with a MMSE of 8 points. Serum anti-GABABR antibody titer decreased to 1:32. The patient received methylprednisolone and penicillin after discharge. Three months later, the patient's condition was stable, but the serum anti-GABABR antibody titer was 1:100. CONCLUSION This patient with neurosyphilis combined with anti-GABABR encephalitis benefited from immunotherapy.
Collapse
Affiliation(s)
- Ya-Xiu Fang
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Xiao-Ming Zhou
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Dong Zheng
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Guang-Hui Liu
- Department of Neurology, Nanfang Hospital, Southern Medical University, Guangzhou 510000, Guangdong Province, China
| | - Peng-Bo Gao
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Xiao-Zhen Huang
- Department of Neurology, Nanfang Hospital, Southern Medical University, Guangzhou 510000, Guangdong Province, China
| | - Zhi-Cheng Chen
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Hui Zhang
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Lin Chen
- Department of Neurology, The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou 510000, Guangdong Province, China
| | - Ya-Fang Hu
- Department of Neurology, Nanfang Hospital, Southern Medical University, Guangzhou 510000, Guangdong Province, China
| |
Collapse
|
4
|
Vaisvilas M, Petrosian D, Bagdonaite L, Taluntiene V, Kralikiene V, Daugelaviciene N, Neniskyte U, Kaubrys G, Giedraitiene N. Seroprevalence of neuronal antibodies in diseases mimicking autoimmune encephalitis. Sci Rep 2024; 14:5352. [PMID: 38438516 PMCID: PMC10912693 DOI: 10.1038/s41598-024-55995-6] [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: 09/18/2023] [Accepted: 02/29/2024] [Indexed: 03/06/2024] Open
Abstract
Detection of neuronal antibodies for autoimmune encephalitis and paraneoplastic neurological syndromes relies on commercially available cell-based assays and lineblots. However, lineblots may reveal the presence of neuronal antibodies in patients with various non-autoimmune etiologies. Herein we describe patients with non-autoimmune etiologies (cohort B) and detectable neuronal antibodies and compare them to definite cases of autoimmune encephalitis (cohort A) for differences in clinical data. All patients positive for at least one neuronal antibody were retrospectively evaluated for autoimmune encephalitis and/or paraneoplastic neurological syndrome between 2016 and 2022. 39 cases in cohort B and 23 in cohort A were identified. In cohort B, most common diagnoses were neurodegenerative disorders in 9/39 (23.1%), brain tumors in 6/39 (15.4%) while most common detected antibodies were anti-titin (N10), anti-recoverin (N11), anti-Yo (N8) and all were detected in serum only. Differential aspects between cohort A and B were CSF pleocytosis (14/23 (60.8%) vs 11/35 (31.4%), p = 0.042, respectively), MRI features suggestive of encephalitis (6/23 (26.1%) vs 0 (0%), p = 0.002, respectively) and epilepsy restricted to temporal lobes (14/23 (60.9%) vs 2/30 (6.7%), p = 0.0003, respectively). A large proportion of lineblot results were non-specific when only serum was tested and were frequently found in non-autoimmune neurological conditions.
Collapse
Affiliation(s)
- Mantas Vaisvilas
- Clinic of Neurology and Neurosurgery, Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.
- Department of Neurology, Vilnius University Hospital Santaros Klinikos, Santariskiu str. 2, 08661, Vilnius, Lithuania.
| | | | - Loreta Bagdonaite
- Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Department of Laboratory Medicine, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Vera Taluntiene
- Clinic of Neurology and Neurosurgery, Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania
| | - Viktorija Kralikiene
- Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania
| | - Neringa Daugelaviciene
- VU LSC-EMBL Partnership for Genome Editing Technologies, Life Sciences Center, Vilnius University, Vilnius, Lithuania
| | - Urte Neniskyte
- Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania
- VU LSC-EMBL Partnership for Genome Editing Technologies, Life Sciences Center, Vilnius University, Vilnius, Lithuania
| | - Gintaras Kaubrys
- Clinic of Neurology and Neurosurgery, Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania
| | - Natasa Giedraitiene
- Clinic of Neurology and Neurosurgery, Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania
| |
Collapse
|
5
|
Masciocchi S, Businaro P, Scaranzin S, Morandi C, Franciotta D, Gastaldi M. General features, pathogenesis, and laboratory diagnostics of autoimmune encephalitis. Crit Rev Clin Lab Sci 2024; 61:45-69. [PMID: 37777038 DOI: 10.1080/10408363.2023.2247482] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 08/09/2023] [Indexed: 10/02/2023]
Abstract
Autoimmune encephalitis (AE) is a group of inflammatory conditions that can associate with the presence of antibodies directed to neuronal intracellular, or cell surface antigens. These disorders are increasingly recognized as an important differential diagnosis of infectious encephalitis and of other common neuropsychiatric conditions. Autoantibody diagnostics plays a pivotal role for accurate diagnosis of AE, which is of utmost importance for the prompt recognition and early treatment. Several AE subgroups can be identified, either according to the prominent clinical phenotype, presence of a concomitant tumor, or type of neuronal autoantibody, and recent diagnostic criteria have provided important insights into AE classification. Antibodies to neuronal intracellular antigens typically associate with paraneoplastic neurological syndromes and poor prognosis, whereas antibodies to synaptic/neuronal cell surface antigens characterize many AE subtypes that associate with tumors less frequently, and that are often immunotherapy-responsive. In addition to the general features of AE, we review current knowledge on the pathogenic mechanisms underlying these disorders, focusing mainly on the potential role of neuronal antibodies in the most frequent conditions, and highlight current theories and controversies. Then, we dissect the crucial aspects of the laboratory diagnostics of neuronal antibodies, which represents an actual challenge for both pathologists and neurologists. Indeed, this diagnostics entails technical difficulties, along with particularly interesting novel features and pitfalls. The novelties especially apply to the wide range of assays used, including specific tissue-based and cell-based assays. These assays can be developed in-house, usually in specialized laboratories, or are commercially available. They are widely used in clinical immunology and in clinical chemistry laboratories, with relevant differences in analytic performance. Indeed, several data indicate that in-house assays could perform better than commercial kits, notwithstanding that the former are based on non-standardized protocols. Moreover, they need expertise and laboratory facilities usually unavailable in clinical chemistry laboratories. Together with the data of the literature, we critically evaluate the analytical performance of the in-house vs commercial kit-based approach. Finally, we propose an algorithm aimed at integrating the present strategies of the laboratory diagnostics in AE for the best clinical management of patients with these disorders.
Collapse
Affiliation(s)
- Stefano Masciocchi
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
- Department of Brain and Behavioral Sciences, Università degli Studi di Pavia, Pavia, Italy
| | - Pietro Businaro
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
- Department of Brain and Behavioral Sciences, Università degli Studi di Pavia, Pavia, Italy
| | - Silvia Scaranzin
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Chiara Morandi
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Diego Franciotta
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
| | - Matteo Gastaldi
- Neuroimmunology Research Section, IRCCS Mondino Foundation, Pavia, Italy
| |
Collapse
|
6
|
Li J, Deng B, Song W, Li K, Ai J, Liu X, Zhang H, Zhang Y, Lin K, Shao G, Liu C, Zhang W, Chen X, Zhang Y. Immunotherapies for the Effective Treatment of Primary Autoimmune Cerebellar Ataxia: a Case Series. CEREBELLUM (LONDON, ENGLAND) 2023; 22:1216-1222. [PMID: 36434494 DOI: 10.1007/s12311-022-01496-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/14/2022] [Indexed: 11/26/2022]
Abstract
Primary autoimmune cerebellar ataxia (PACA) is an idiopathic sporadic cerebellar ataxia that is thought to be immune-mediated but lacks biomarkers or a known cause. Here, we report two cases of immune-mediated cerebellar ataxia that responded favorably to immunotherapy, in which tissue-based indirect immunofluorescence test for serum or cerebrospinal fluid (CSF) samples yielded positive results. Case 1 was a 78-year-old man who presented with subacute progressive gait ataxia with truncal instability and dysarthria in response to steroids. Case 2 was a 62-year-old man who presented with relapses and remissions of acute progressive cerebellar ataxia occurring 1-2 times per year. Despite a favorable response to steroid treatment, he relapsed repeatedly in the absence of long-term immunosuppression. In the case of "idiopathic" cerebellar ataxia, immune-mediated causes should be investigated, and immunotherapy may have therapeutic effects.
Collapse
Affiliation(s)
- Jiao Li
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - Bo Deng
- Department of Neurology, Huashan Hospital and Institute of Neurology, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Wenli Song
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - Keru Li
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - Jingwen Ai
- Department of Infectious Diseases, National Medical Center for Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Xiaoni Liu
- Department of Neurology, Huashan Hospital and Institute of Neurology, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Haocheng Zhang
- Department of Infectious Diseases, National Medical Center for Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Yi Zhang
- Department of Infectious Diseases, National Medical Center for Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Ke Lin
- Department of Infectious Diseases, National Medical Center for Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Guofu Shao
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - Chunfeng Liu
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - Wenhong Zhang
- Department of Infectious Diseases, National Medical Center for Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Xiangjun Chen
- Department of Neurology, Huashan Hospital and Institute of Neurology, Fudan University, Shanghai, China.
- National Center for Neurological Disorders, Shanghai, China.
- Human Phenome Institute, Fudan University, Shanghai, China.
| | - Yanlin Zhang
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China.
| |
Collapse
|
7
|
Wang Z, Zhang Q, Wang Y, Zhu M, Li Q. A framework for immunofluorescence image augmentation and classification based on unsupervised attention mechanism. JOURNAL OF BIOPHOTONICS 2023; 16:e202300209. [PMID: 37559356 DOI: 10.1002/jbio.202300209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 07/16/2023] [Accepted: 08/07/2023] [Indexed: 08/11/2023]
Abstract
Autoimmune encephalitis (AE) is a common neurological disorder. As a standard method for neuroautoantibody detection, pathologists use tissue matrix assays (TBA) for initial disease screening. In this study, microscopic fluorescence imaging was combined with deep learning to improve AE diagnostic accuracy. Due to the inter-class imbalance of medical data, we propose an innovative generative adversarial network supplemented with attention mechanisms to highlight key regions in images to synthesize high-quality fluorescence images. However, securing annotated medical data is both time-consuming and costly. To circumvent this problem, we employ a self-supervised learning approach that utilizes unlabeled fluorescence data to support downstream classification tasks. To better understand the fluorescence properties in the data, we introduce a multichannel input convolutional neural network that adds additional channels of fluorescence intensity. This study builds an AE immunofluorescence dataset and obtains the classification accuracy of 88.5% using our method, thus confirming the effectiveness of the proposed method.
Collapse
Affiliation(s)
- Ziyi Wang
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China
- Engineering Research Center of Nanophotonics & Advanced Instrument, Ministry of Education, East China Normal University, Shanghai, China
| | - Qing Zhang
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China
- Engineering Research Center of Nanophotonics & Advanced Instrument, Ministry of Education, East China Normal University, Shanghai, China
| | - Yan Wang
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China
- Engineering Center of SHMEC for Space Information and GNSS, Shanghai, China
| | - Min Zhu
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Qingli Li
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China
- Engineering Research Center of Nanophotonics & Advanced Instrument, Ministry of Education, East China Normal University, Shanghai, China
- Engineering Center of SHMEC for Space Information and GNSS, Shanghai, China
| |
Collapse
|
8
|
Spagni G, Modoni A, Primiano G, Luigetti M, Sun B, Falso S, Monte G, Distefano M, Granata G, Evoli A, Damato V, Iorio R. Clinical, neurophysiological and serological clues for the diagnosis of neuromyotonia and distinction from cramp-fasciculation syndrome. Neuromuscul Disord 2023; 33:636-642. [PMID: 37422355 DOI: 10.1016/j.nmd.2023.06.010] [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: 03/25/2023] [Revised: 06/09/2023] [Accepted: 06/28/2023] [Indexed: 07/10/2023]
Abstract
Neuromyotonia and cramp-fasciculation syndrome diagnosis currently relies on neurophysiological examination. In this study we investigated the clinical features and neural antibody profile of patients with neuromyotonia and cramp-fasciculation syndrome to assess the diagnostic value of serological testing. Available sera from adult patients with electromyography-defined neuromyotonia and cramp-fasciculation syndrome were tested for neural antibodies by indirect immunofluorescence on mouse brain sections and live cell-based assays. Forty patients were included, 14 with neuromyotonia and 26 with cramp-fasciculation syndrome. Neural antibodies were detected in 10/10 neuromyotonia sera, most commonly against contactin-associated protein 2 (7/10, 70%), and in 1/20 (5%) cramp-fasciculation syndrome sera. Clinical myokymia, hyperhidrosis, and paresthesia or neuropathic pain were more common in neuromyotonia and mostly associated with contactin-associated protein 2 antibodies. Central nervous system involvement was present in 4/14 (29%) neuromyotonia patients. A tumor was detected in 13/14 (93%) neuromyotonia patients (thymoma, 13), and in 4/26 (15%) with cramp-fasciculation syndrome (thymoma, 1; other neoplasms, 3). Twenty-one/27 (78%) patients achieved a significant improvement or complete remission. Our findings highlight clinical, neurophysiological and serological clues that can be useful in the diagnosis of neuromyotonia and cramp-fasciculation syndrome. Antibody testing is valuable for neuromyotonia diagnosis, while its usefulness in cramp-fasciculation syndrome confirmation is limited.
Collapse
Affiliation(s)
- Gregorio Spagni
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Anna Modoni
- Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Guido Primiano
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Marco Luigetti
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Bo Sun
- Nuffield Department of Clinical Neurosciences, University of Oxford, UK
| | - Silvia Falso
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gabriele Monte
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Neuroscience Department, Bambino Gesù Children's Hospital IRCCS, 00165 Rome, Italy
| | - Marisa Distefano
- UOC Neurologia e UTN, Ospedale Belcolle, Strada Sammartinese, 01100 Viterbo, Italy
| | - Giuseppe Granata
- Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Amelia Evoli
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
| | - Valentina Damato
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Neurosciences, Drugs and Child Health, University of Florence, Florence, Italy
| | - Raffaele Iorio
- Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy; Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| |
Collapse
|
9
|
Vaišvilas M, Ciano-Petersen NL, Macarena Villagrán-García MD, Muñiz-Castrillo S, Vogrig A, Honnorat J. Paraneoplastic encephalitis: clinically based approach on diagnosis and management. Postgrad Med J 2023; 99:669-678. [PMID: 37389581 DOI: 10.1136/postgradmedj-2022-141766] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 04/25/2022] [Indexed: 11/04/2022]
Abstract
Paraneoplastic neurological syndromes (PNSs) comprise a subset of immune-mediated nervous system diseases triggered by an underlying malignancy. Each syndrome usually shows a distinct clinical presentation and outcome according to the associated neural antibodies. PNSs generally have a subacute onset with rapid progression and severe neurological disability. However, some patients may have hyperacute onset or even show chronic progression mimicking neurodegenerative diseases. Updated diagnostic criteria for PNS have been recently established in order to increase diagnostic specificity and to encourage standardisation of research initiatives related to PNS. Treatment for PNS includes oncological therapy and immunomodulation to halt neurological deterioration although current treatment options are seldom effective in reversing disability. Nevertheless, growing knowledge and better understanding of PNS pathogenesis promise better recognition, earlier diagnosis and novel treatment strategies. Considering that PNSs provide a model of effective anticancer immunity, the impact of these studies will extend far beyond the field of neurology.
Collapse
Affiliation(s)
- Mantas Vaišvilas
- Department of Neuro-oncology Hospices Civils de Lyon, Hôpital Neurologique, Bron, France
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
| | - Nicolás Lundahl Ciano-Petersen
- Department of Neuro-oncology Hospices Civils de Lyon, Hôpital Neurologique, Bron, France
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
| | - M D Macarena Villagrán-García
- Department of Neuro-oncology Hospices Civils de Lyon, Hôpital Neurologique, Bron, France
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
| | - Sergio Muñiz-Castrillo
- Department of Neuro-oncology Hospices Civils de Lyon, Hôpital Neurologique, Bron, France
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
| | - Alberto Vogrig
- Department of Neuro-oncology Hospices Civils de Lyon, Hôpital Neurologique, Bron, France
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
| | - Jérôme Honnorat
- Department of Neuro-oncology, Université Claude Bernard Lyon 1 Villeurbanne, Lyon, France
- Department of Neuro-oncology, Hospices Civils de Lyon, Bron, France
| |
Collapse
|
10
|
Campetella L, Papi C, Sabatelli E, Marini S, Iorio R. Real-world application of the updated diagnostic criteria for paraneoplastic neurological syndromes. J Neuroimmunol 2022; 372:577972. [PMID: 36202000 DOI: 10.1016/j.jneuroim.2022.577972] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 09/11/2022] [Accepted: 09/17/2022] [Indexed: 12/31/2022]
Abstract
Following recent discoveries, diagnostic criteria for paraneoplastic neurological syndromes (PNS) have been recently updated. However, how the criteria impact PNS diagnosis is still unclear. We retrospectively applied the previously existing 2004 criteria (2004-c) and the updated 2021 diagnostic criteria (2021-c) to 74 patients with suspect PNS. The 2021 criteria were highly sensitive (88%) and specific (80%). There was good concordance between the definite PNS group (2004-c) and the definite plus probable PNS group (2021-c). The inter-rater reliability for the 2021-c was excellent. The application of the 2021 criteria improves the diagnosis of patients with PNS.
Collapse
Affiliation(s)
- Lucia Campetella
- Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy
| | - Claudia Papi
- Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy
| | - Eleonora Sabatelli
- Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy
| | - Sofia Marini
- Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy
| | - Raffaele Iorio
- Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy; Institute of Neurology, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy.
| |
Collapse
|
11
|
MOG autoimmunity mimicking CLIPPERS syndrome: Case report and literature review. J Neuroimmunol 2022; 367:577875. [DOI: 10.1016/j.jneuroim.2022.577875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/30/2022] [Accepted: 04/19/2022] [Indexed: 11/24/2022]
|
12
|
Damato V, Papi C, Spagni G, Evoli A, Silvestri G, Masi G, Sabatelli E, Campetella L, McKeon A, Andreetta F, Riso V, Monte G, Luigetti M, Primiano G, Calabresi P, Iorio R. Clinical features and outcome of patients with autoimmune cerebellar ataxia evaluated with the Scale for the Assessment and Rating of Ataxia. Eur J Neurol 2022; 29:564-572. [PMID: 34710286 PMCID: PMC9564532 DOI: 10.1111/ene.15161] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/08/2021] [Accepted: 10/21/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND AND PURPOSE This study was undertaken to assess the long-term outcome of patients with paraneoplastic and non paraneoplastic autoimmune cerebellar ataxia (ACA) using the Scale for the Assessment and Rating of Ataxia (SARA). METHODS Patients with subacute cerebellar ataxia admitted to our institution between September 2012 and April 2020 were prospectively recruited. Serum and/or cerebrospinal fluid was tested for neural autoantibodies by indirect immunofluorescence on mouse brain, cell-based assays, and radioimmunoassay. SARA and modified Rankin Scale (mRS) score were employed to assess patients' outcome. RESULTS Fifty-five patients were recruited, of whom 23 (42%) met the criteria for cerebellar ataxia of autoimmune etiology. Neural autoantibodies were detected in 22 of 23 patients (Yo-immunoglobulin G [IgG], n = 6; glutamic acid decarboxylase 65-IgG, n = 3; metabotropic glutamate receptor 1-IgG, n = 2; voltage-gated calcium channel P/Q type-IgG, n = 2; Hu-IgG, n = 1; glial fibrillary acidic protein-IgG, n = 1; IgG-binding unclassified antigens, n = 7). Thirteen patients were diagnosed with paraneoplastic cerebellar syndrome (PCS) and 10 with idiopathic ACA. All patients received immunotherapy. Median SARA score was higher in the PCS group at all time points (p = 0.0002), while it decreased significantly within the ACA group (p = 0.049) after immunotherapy. Patients with good outcome (mRS ≤ 2) had less neurological disability (SARA < 15) at disease nadir (p = 0.039) and presented less frequently with paraneoplastic neurological syndrome (p = 0.0028). The univariate linear regression model revealed a good correlation between mRS and SARA score both at disease onset (p < 0.0001) and at last follow-up (p < 0.0001). SARA score < 11 identified patients with good outcome. CONCLUSIONS Patients with idiopathic ACA significantly improved after immunotherapy. SARA score accurately reflects patients' clinical status and may be a suitable outcome measure for patients with ACA.
Collapse
Affiliation(s)
- Valentina Damato
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Claudia Papi
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Gregorio Spagni
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Amelia Evoli
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Gabriella Silvestri
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Gianvito Masi
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Eleonora Sabatelli
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Lucia Campetella
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Andrew McKeon
- Departments of Neurology and Laboratory Medicine and Pathology Mayo Clinic, Rochester, Minnesota, USA
| | - Francesca Andreetta
- Neurology Unit IV, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Vittorio Riso
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Gabriele Monte
- Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Marco Luigetti
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Guido Primiano
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Paolo Calabresi
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| | - Raffaele Iorio
- UOC Neurologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS. Rome, Italy,Dipartimento di Neuroscienze. Università Cattolica del Sacro Cuore. Rome, Italy
| |
Collapse
|
13
|
Ancona C, Masenello V, Tinnirello M, Toscano LM, Leo A, La Piana C, Toldo I, Nosadini M, Sartori S. Autoimmune Encephalitis and Other Neurological Syndromes With Rare Neuronal Surface Antibodies in Children: A Systematic Literature Review. Front Pediatr 2022; 10:866074. [PMID: 35515348 PMCID: PMC9067304 DOI: 10.3389/fped.2022.866074] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/16/2022] [Indexed: 11/13/2022] Open
Abstract
Neuronal surface antibody syndromes (NSAS) are an expanding group of autoimmune neurological diseases, whose most frequent clinical manifestation is autoimmune encephalitis (AE). Anti-NMDAR, anti-LGI1, and anti-CASPR2 autoimmunity represent the most described forms, while other NSAS are rarer and less well-characterized, especially in children. We carried out a systematic literature review of children with rare NSAS (with antibodies targeting D2R, GABAAR, GlyR, GABABR, AMPAR, amphiphysin, mGluR5, mGluR1, DPPX, IgLON5, and neurexin-3alpha) and available individual data, to contribute to improve their clinical characterization and identification of age-specific features. Ninety-four children were included in the review (47/94 female, age range 0.2-18 years). The most frequent NSAS were anti-D2R (28/94, 30%), anti-GABAAR (23/94, 24%), and anti-GlyR (22/94, 23%) autoimmunity. The most frequent clinical syndromes were AE, including limbic and basal ganglia encephalitis (57/94, 61%; GABAAR, D2R, GABABR, AMPAR, amphiphysin, and mGluR5), and isolated epileptic syndromes (15/94, 16%; GlyR, GABAAR). With the limitations imposed by the low number of cases, the main distinctive features of our pediatric literature cohort compared to the respective NSAS in adults included: absent/lower tumor association (exception made for anti-mGluR5 autoimmunity, and most evident in anti-amphiphysin autoimmunity); loss of female preponderance (AMPAR); relatively frequent association with preceding viral encephalitis (GABAAR, D2R). Moreover, while SPS and PERM are the most frequent syndromes in adult anti-GlyR and anti-amphiphysin autoimmunity, in children isolated epileptic syndromes and limbic encephalitis appear predominant, respectively. To our knowledge, this is the first systematic review on rare pediatric NSAS. An improved characterization may aid their recognition in children.
Collapse
Affiliation(s)
- Claudio Ancona
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Valentina Masenello
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Matteo Tinnirello
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Luca Mattia Toscano
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Andrea Leo
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Chiara La Piana
- Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Irene Toldo
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Margherita Nosadini
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy.,Neuroimmunology Group, Paediatric Research Institute "Città della Speranza", Padova, Italy
| | - Stefano Sartori
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy.,Neuroimmunology Group, Paediatric Research Institute "Città della Speranza", Padova, Italy
| |
Collapse
|