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Paraskevas. Neuroimmunol Neuroinflammation 2020;7:183-93  I  http://dx.doi.org/10.20517/2347-8659.2019.008        Page 187

               which depends on normal, border-zone or abnormal biomarker levels, has been suggested to determine the
                                                                                                   [81]
                                                                            [80]
               level of neurochemical probability for (or against) AD in both dementia  and pre-dementia stages .
               In case of atypical, conflicting or inconclusive CSF biomarker results, other neurochemical and/or imaging
                                                                                     [50]
               biomarkers, and/or later repetition of CSF sampling and analysis may be necessary .

               VARIABILITY OF BIOMARKER RESULTS
               Despite intensive research, there is still a significant inter- and intra-laboratory variability in the results
               of biomarker level determination, as a result of pre-analytical, analytical, post-analytical and kit-related
               factors, even between laboratories using the same methods [82-86] . During the last decade, various
               international initiatives, quality control programs and international workshops have been organized to
               reduce variability and harmonize the levels of biomarkers [67,82,83] , including the “Biomarkers for Alzheimer’s
               disease and Parkinson’s disease” project of the Joint Programming Neurodegenerative Disease (JPND-
                              [87]
               BIOMARKAPD) . As a result, recommendations have been published regarding lumbar puncture,
               pre-analytical and analytical standardized operating procedures [82,88-90] , leading to improvement in diagnostic
                                                          [91]
               performance and reduction of measurement errors . Although a measurement error of ± 20% in only one
               of the three biomarkers may have a minimal effect on overall diagnostic performance in everyday practice
               (variability ≤ 8%), errors of greater magnitude and/or affecting more than one biomarker, may lead to a
               significant decrease in diagnostic accuracy . Newer methods for the determination of classical biomarkers
                                                   [92]
               may show better repeatability and reproducibility and less inter-laboratory variability [66,93] .

               NEW AND EMERGING BIOMARKERS FOR AD AND OTHER DISORDERS
               Among many molecules studied in AD, neurogranin, neurofilament light (NFL), the ectodomain of
               triggering receptor expressed on myeloid cells 2 (sTREM2) and visinin-like protein 1 (VILIP-1) may
               serve as markers of synaptic loss, neuronal/axonal damage, microglial activation and neurodegeneration,
               respectively [66-68] .

               Recently, promising results have been published for CSF TDP-43 in patients with FTD and/or amyotrophic
               lateral sclerosis (ALS) [94-96] . The τ P-181 /τ  ratio has been suggested as another marker, which may prove
                                                 T
               helpful in the identification of FTD pathology , but its combination with TDP-43 may increase its
                                                         [97]
                                                                                                [66]
                                      [95]
               diagnostic value even more . NFL may also have some value in patients with FTD and/or ALS . Further
               studies are needed, and they are in progress, both for validation and standardization of TDP-43 methods
               and for identifying the optimum combination of TDP-43 with other biomarkers for in vivo detection of the
               FTD subtype.

               Alpha-synuclein (α-syn) has been studied as a biomarker of Lewy body synucleinopathies, in the
               differential diagnosis of cognitive and/or movement disorders [98,99] . Several studies have revealed that
               in synucleinopathies such as DLB, CSF α-syn levels are reduced, as compared to controls or AD [100,101] .
               However, increased levels in DLB vs. AD [102]  or PDD [103]  have also been reported, especially of oligomeric
               α-syn [104] , while for PD or PDD, a non-significant reduction was too small to achieve diagnostic significance
                                                     [13]
               vs. controls and other movement disorders  or AD [103] . The above discrepancies indicate that, despite
               intensive research, there are methodological problems in α-syn quantification. Determination of α-syn
               needs strict pre-analytical control for confounding factors (especially bloody CSF), while assay parameters
               such as antibodies used, and forms of α-syn detected, necessitate further studies before one or more robust
               tests become widely acceptable [99,105] .


               CONCLUDING REMARKS
               Classical CSF biomarkers of AD are useful tools in the (differential) diagnosis of patients with cognitive
               decline, especially in early or atypical cases [Table 1]. They are useful in differentiating AD from normal
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