{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T20:46:39Z","timestamp":1782938799017,"version":"3.54.5"},"reference-count":53,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T00:00:00Z","timestamp":1781222400000},"content-version":"vor","delay-in-days":11,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/501100019446","name":"Medical and Health Science and Technology Development Project of Shandong Province","doi-asserted-by":"publisher","award":["202303070266"],"award-info":[{"award-number":["202303070266"]}],"id":[{"id":"10.13039\/501100019446","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Brain and Behavior"],"published-print":{"date-parts":[[2026,6]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Relapse is the primary driver of irreversible disability accumulation in neuromyelitis optica spectrum disorder (NMOSD). Although aquaporin\u20104 immunoglobulin G (AQP4\u2010IgG) is central to disease diagnosis and pathogenesis, reliable tools for individualized relapse risk stratification remain limited. Given emerging evidence that blood\u2013brain barrier (BBB) dysfunction and systemic immune activation play key and interconnected roles in NMOSD pathophysiology, we aimed to develop and internally validate an integrated prognostic model incorporating these dimensions to predict relapse risk.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>In this retrospective cohort study, 152 patients with NMOSD were enrolled and followed longitudinally for time to first relapse. Baseline peripheral inflammatory indices, including the neutrophil\u2010to\u2010lymphocyte ratio (NLR) and monocyte\u2010to\u2010lymphocyte ratio (MLR), as well as cerebrospinal fluid (CSF) parameters reflecting BBB integrity, were collected at study entry. Independent predictors of time to first relapse were identified using multivariable Cox proportional hazards regression. Three hierarchical prognostic models were constructed and compared: a clinical model, a clinical\u2010CSF model, and an integrated clinical\u2010CSF\u2010blood inflammatory model. Model discrimination was evaluated using time\u2010dependent receiver operating characteristic (ROC) analysis. Internal validation was performed using 1000 bootstrap resamples, and clinical utility was assessed by decision curve analysis (DCA).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Patients who experienced relapse exhibited more pronounced BBB dysfunction and higher systemic inflammatory activation at baseline. Model discrimination improved with the sequential incorporation of CSF indices and inflammatory markers, with AUCs of 0.693 for the clinical model, 0.744 for the clinical\u2010CSF model, and 0.850 for the integrated model. The final nomogram demonstrated good discrimination (bootstrap\u2010corrected\n                      <jats:italic>C<\/jats:italic>\n                      \u2010index 0.811), good calibration, and favorable clinical utility. AQP4\u2010IgG seropositive patients had a higher relapse risk; importantly, the integrated model retained predictive performance in this subgroup, indicating added prognostic value beyond serological status. Exploratory analyses further suggested that higher AQP4\u2010IgG titers were associated with increased relapse risk.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>An integrated nomogram incorporating peripheral inflammatory ratios and BBB\u2010related CSF indices enables individualized relapse risk prediction in NMOSD. The model provides incremental prognostic value beyond AQP4\u2010IgG serostatus and may support risk\u2010adapted clinical management.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/brb3.71481","type":"journal-article","created":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T06:56:35Z","timestamp":1781333795000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrated Blood Inflammatory Ratios and Cerebrospinal Fluid Blood\u2012Brain Barrier Dysfunction Predict Relapse Risk in Neuromyelitis Optica Spectrum Disorder"],"prefix":"10.1002","volume":"16","author":[{"given":"Xingyue","family":"Zheng","sequence":"first","affiliation":[{"name":"Department of Neurology, The First Affiliated Hospital of Dalian Medical University Dalian Medical University  Dalian China"},{"name":"Department of Neurology Jining No. 1 People's Hospital  Jining 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