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Toscano et al. Neuroimmunol Neuroinflammation 2021;8:14-41  I  http://dx.doi.org/10.20517/2347-8659.2020.12  Page 27

               but it also was correlated with shorter time to conversion and to disability worsening, for which it was an
               independent risk factor [192] . As a consequence, there is strong evidence of its role as a biomarker able to
                                                                                [3]
               predict CIS conversion, and it should be assessed for clinical implementation .
               As a treatment response biomarker, serum CHI3L1 levels were measured in 76 RRMS patients under IFN-β
               treatment and were found to be increased in the non-responder group compared with the responder one.
               As there was such a difference since baseline, it was suggested that non-responders had higher disease
               activity and accordingly greater CSF CHI3L1 levels [193] .


               Other biomarkers requiring further validation
               Several T-cell cytokines have been explored as potential biomarkers for MS, but which are crucial in MS
               pathogenesis has not been entirely elucidated yet [194] .

               IL-12 and IL-23 respectively induce the differentiation of naive T cells in IFNγ-producing Th1 cells and
               IL-17-producing Th17 cells [195] . Both interleukins increase the encephalitogenic potential of T lymphocytes,
               but only IL-23 has been found to be a critical molecule in the development of EAE [196] . On the basis of
               results coming from EAE models, where animals improved after administration of neutralizing antibodies
               against the shared IL-12/IL-23 p40 subunit, a phase II double-blind placebo-controlled trial with the
               monoclonal antibody ustekinumab was conducted in 249 RRMS patients, although it did not show
               substantial efficacy [197] .

               Differently, IL-17 does not seem to be crucial to EAE development, though increasing its severity and
                                                                                           [194]
               atypical presentation, maybe through the recruiting of neutrophils and the effect of MMPs . Nevertheless,
               increased IL-17 mRNA expression in mononuclear cells was found in MS lesions and in CSF and blood of
               MS patients [198,199] , and Th17 cells were found to undergo a more marked increase in CSF during MS relapses
               than Th1 cells, which usually prevail in both blood and CSF [200] . A monoclonal antibody against IL-17A
               (secukinumab) has proved to reduce MRI activity in MS, but further studies are needed [201] .


               Tumor necrosis factor alpha (TNF-α) is a cytokine involved in the pathogenesis of several autoimmune
               diseases, including MS, wherein increased CSF and serum levels of this molecule have been detected [202-204] .
               Today, it is known that TNF-α may exert different biological effects, depending on the involved receptor,
               both stimulating inflammatory processes and apoptosis (via TNF receptor 1) or inducing a pro-survival
               pathway and reducing inflammation (via TNF receptor 2). This might explain the failure and the
               unexpected results of treatment approaches with unselective anti-TNF-α drugs in MS patients, which lead
               to an increase in disease activity in MS [205,206] . The modulation of TNF-α signaling has provided promising
               results in EAE, whose remission has been induced by selective inhibition of the soluble form of TNF-α,
                                               [207]
               which mainly acts via TNF receptor 1 .

               B cell-activating factor (BAFF), belonging to the TNF family, is a maturation and survival factor for B
               lymphocytes, whose serum levels have been found to be increased in several autoimmune diseases [208] .
                                                                                                   [209]
               In MS, increased BAFF concentrations in CSF and in demyelinating lesions have been detected . The
               association with disease activity has not been elucidated, since some controversial results have been
               reported [1,209] . Moreover, the clinical significance of increased BAFF levels under treatment with some
               DMDs is not clear [209] .


               PROGNOSTIC BIOMARKERS
               Neurofilaments
               Neurofilaments (NFs) are components of the neuronal cytoskeleton, responsible for the increase in nerve
               conduction velocity in myelinated fibers and for their structural support [210] . Consisting of heavy (NF-H),
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