If a metabolic derangement is related with hypertension but not with pre-hypertension according to cross sectional studies, can we say that this metabolic abnormality is not the cause but the result of hypertension?

for example, high levels of X is associated with hypertension, but in prehypertensive patients level of X is normal.

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