Risk Factors and Nomogram for Predicting Relapse Risk in Pediatric Neuromyelitis Optica Spectrum Disorders

被引:4
|
作者
Zhang, Shanchao [1 ,2 ,3 ,4 ]
Qiao, Shan [3 ,5 ]
Li, Haiyun [6 ]
Zhang, Ranran [6 ]
Wang, Meiling [7 ]
Han, Tao [8 ]
Liu, Xuewu [6 ,9 ]
Wang, Yunshan [1 ,2 ,10 ]
机构
[1] Shandong Univ, Jinan Cent Hosp, Cheeloo Coll Med, Med Res & Lab Diagnost Ctr, Jinan, Peoples R China
[2] Shandong Univ, Cheeloo Coll Med, Sch Med, Jinan, Peoples R China
[3] Shandong First Med Univ, Affiliated Hosp 1, Dept Neurol, Jinan, Peoples R China
[4] Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China
[5] Shandong Univ, Cheeloo Coll Med, Sch Basic Med Sci, Dept Med Genet, Jinan, Peoples R China
[6] Shandong Univ, Qilu Hosp, Cheeloo Coll Med, Dept Neurol, Jinan, Peoples R China
[7] Binzhou Med Univ Hosp, Dept Neurol, Binzhou, Peoples R China
[8] Shandong Univ, Shandong Prov Hosp, Dept Neurol, Jinan, Peoples R China
[9] Shandong Univ, Inst Epilepsy, Jinan, Peoples R China
[10] Shandong Univ, Jinan Cent Hosp, Cheeloo Coll Med, Basic Med Res Ctr, Jinan, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
基金
中国国家自然科学基金;
关键词
aquaporin-4; myelin oligodendrocyte glycoprotein; neuromyelitis optica spectrum disorders; relapse prediction; pediatric patient; ACQUIRED DEMYELINATING SYNDROMES; DIAGNOSTIC-CRITERIA; MULTIPLE-SCLEROSIS; CLINICAL-FEATURES; MULTICENTER; DISEASE; ONSET; NMO;
D O I
10.3389/fimmu.2022.765839
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundNeuromyelitis optica spectrum disorders (NMOSDs) are attack-relapsing autoimmune inflammatory diseases of the central nervous system, which are characterized by the presence of serological aquaporin-4 (AQP4) antibody. However, this disorder is uncommon in children, and AQP4 antibody was often found to be seronegative. However, some pediatric patients diagnosed with NMOSDs were tested to be positive for myelin oligodendrocyte glycoprotein (MOG) antibody. The previous investigations of pediatric NMOSDs were usually focused on the clinical presentation, treatment responses, and long-term prognoses, but little is known about the risk factors predicting NMOSD relapse attacks in a shorter time, especially, for Chinese children. MethodsWe retrospectively identified 64 Chinese pediatric patients, including 39 positive for AQP4 antibody, 12 positive for MOG antibody, and the rest negative for AQP4 and MOG antibodies. Independent risk factors predicting relapse in 1-year follow-up were extracted by multivariate regression analysis to establish a risk score model, its performance evaluation was analyzed using receiver operating characteristic (ROC) curve, and the independent risk factors related to relapse manifestation were also explored through multivariate logistic analysis. A nomogram was generated to assess relapse attacks in 1-year follow-up. Thirty-five patients from 3 other centers formed an external cohort to validate this nomogram. ResultsFour independent relapsed factors included discharge Expanded Disability Status Scale (EDSS) (p = 0.017), mixed-lesion onset (p = 0.010), counts (>= 1) of concomitant autoantibodies (p = 0.015), and maintenance therapy (tapering steroid with mycophenolate mofetil (MMF), p = 0.009; tapering steroid with acetazolamide (AZA), p = 0.045; and tapering steroid only, p = 0.025). The risk score modeled with these four factors was correlated with the likelihood of relapse in the primary cohort (AUC of 0.912) and the validation cohort (AUC of 0.846). Also, our nomogram exhibited accurate relapse estimate in the primary cohort, the validation cohort, and the whole cohort, but also in the cohorts with positive/negative AQP4 antibody, and noticeably, it performed predictive risk improvement better than other factors in the concordance index (C-index), net reclassification improvement (NRI), and integrated discrimination improvement (IDI). ConclusionsThe risk score and nomogram could facilitate accurate prognosis of relapse risk in 1-year follow-up for pediatric NMOSDs and help clinicians provide personalized treatment to decrease the chance of relapse.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Risk factors of attacks in neuromyelitis optica spectrum disorders
    Akaishi, Tetsuya
    Takahashi, Toshiyuki
    Fujihara, Kazuo
    Misu, Tatsuro
    Abe, Michiaki
    Ishii, Tadashi
    Aoki, Masashi
    Nakashima, Ichiro
    [J]. JOURNAL OF NEUROIMMUNOLOGY, 2020, 343
  • [2] Risk factors for pneumonia complication in Neuromyelitis optica spectrum disorders
    Zhang, Bingjun
    Zhong, Yi
    Wang, Yanqiang
    Lu, Zhengqi
    [J]. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL MEDICINE, 2018, 11 (06): : 6113 - 6118
  • [3] Risk factors related to relapse after first immunosuppressive treatment in patients with neuromyelitis optica spectrum disorders
    Morales-Ramirez, Fernando
    Trevino-Frenk, Irene
    Barriga-Maldonado, G. Vanessa
    [J]. NEUROLOGY, 2020, 94 (15)
  • [4] Risk factors related to relapse after first immunosuppressive treatment in patients with neuromyelitis optica spectrum disorders
    Morales-Ramirez, F.
    Trevino-Frenk, I.
    Barriga-Maldonado, G.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2020, 26 (3_SUPPL) : 476 - 477
  • [5] Risk factors associated with permanent disability in neuromyelitis optica spectrum disorders
    Valdivia-Tangarife, Edgar R.
    Gamez-Nava, Jorge, I
    Cortes-Enriquez, Fernando
    Mireles-Ramirez, Mario A.
    Gonzalez-Lopez, Laura
    Saldana-Cruz, Ana M.
    Angel Macias-Islas, Miguel
    [J]. MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2022, 68
  • [6] Pediatric Neuromyelitis Optica Spectrum Disorders
    Gombolay, Grace Y.
    Chitnis, Tanuja
    [J]. CURRENT TREATMENT OPTIONS IN NEUROLOGY, 2018, 20 (06)
  • [7] Pediatric Neuromyelitis Optica Spectrum Disorders
    Grace Y. Gombolay
    Tanuja Chitnis
    [J]. Current Treatment Options in Neurology, 2018, 20
  • [8] Viral and Genetic Risk Factors for Pediatric Neuromyelitis Optica
    Grandhe, Sirisha
    Graves, Jennifer
    Mowry, Ellen
    Krupp, Lauren
    Chitnis, Tanuja
    Ness, Jayne
    Belman, Anita
    Milazzo, Maria
    Gorman, Mark
    Weinstock-Guttman, Bianca
    Rodriguez, Moses
    Patterson, Marc
    James, Judith
    Waubant, Emmanuelle
    [J]. NEUROLOGY, 2013, 80
  • [9] VIRAL AND GENETIC RISK FACTORS FOR PEDIATRIC NEUROMYELITIS OPTICA
    Grandhe, Sirisha
    Graves, Jennifer
    Mowry, Ellen M.
    Krupp, Lauren
    Chitnis, Tanuja
    Yeh, Eluen A.
    Kuntz, Nancy
    Ness, Jayne
    Belman, Anita L.
    Milazzo, Maria
    Gorman, Mark
    Weinstock-Guttman, Bianca
    Rodriguez, Moses
    Patterson, Marc
    James, Judith A.
    Waubant, Emmanuelle
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2013, 19 (10) : 1400 - 1401
  • [10] Environmental Risk Factors Associated with Pediatric Neuromyelitis Optica
    Grandhe, Sirisha
    Graves, Jennifer
    Mowry, Ellen
    Hart, Janace
    Krupp, Lauren
    Chitnis, Tanuja
    Ness, Jayne
    Belman, Anita
    Milazzo, Maria
    Gorman, Mark
    Weinstock-Guttman, Bianca
    Rodriguez, Moses
    Patterson, Marc
    Casper, Charlie
    Rose, John
    Waubant, Emmanuelle
    [J]. NEUROLOGY, 2013, 80