We looked at this same exact question in a study published a month ago ... in women. We found the same thing.
There appears to be a significant association between increased cholesterol levels and the risk of developing hypertension in healthy, middle aged men.
Besides some long-established lifestyle and dietary risk factors, little else is known about how to identify individuals at risk for developing high blood pressure.