This is definitely an observed phenomenon, such illnesses are known as culture-bound syndromes. There is the sub-field of transcultural psychiatry which examines these and other cultural differences with respect to mental disorders.
Out of interest, what were the mental illnesses you refer to?
Out of interest, what were the mental illnesses you refer to?