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Deficiencies in other micronutrients, including vitamin B 6 , vitamin B 12 , and omega-3 fatty acids, have been linked to depression, and vitamin D deficiency has also been associated with negative effects on mood (51, 144)

Several risk factors including age, hypertension, ischemic heart disease, diabetes, and chronic respiratory disease (Khanfar and Al Qaroot, 2020) increase the fatality rate (Ruan et al., 2020

Nevertheless, it is crucial to acknowledge that this correlation is driven mainly by obesity [96, 97]

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however, this approach limits the applicability of the findings to broader clinical populations with comorbid conditions