The patient’s autoimmune background (Sjögren’s syndrome and anti-Ro positivity) may have predisposed her to meningeal fragility, potentially increasing susceptibility to spontaneous CSF leak, although this association remains speculative and has never been reported in the literature [21]. Here, CALR is linked to Sjogren syndrome.