The Hypertension Optimal Treatment (HOT) Study investigated the relationship between target office diastolic blood pressure (BP) ≤80, ≤85 or ≤90 mmHg and cardiovascular morbidity and mortality in 18 790 patients aged 50-80 years. The home BP sub-study enrolled 926 patients and the aim was to clarify whether the separation into the BP target groups in the office prevailed in the out-of-office setting. The present study aimed to identify variables that characterized masked uncontrolled hypertension (MUCH) and white coat uncontrolled hypertension (WUCH). Material and Methods: The sub-study participants took their home BP when office BP had been up titrated. The cut-off for normal or high BP was set to ≥135/85 mmHg at home and ≥140/90 mmHg in the office. We analyzed data by using multivariate and stepwise multivariate logistic regression with home and office BP combinations as the dependent variables. Results: WUCH was associated with lower body mass index (BMI) (odds ratio (OR) 0.92, 95% confident intervals (CIs) 0.88-0.96, p<0.001).MUCH was associated with smoking (OR 1.89, 95% CIs 1.25-2.86, p=0.0025) and weaker with lower baseline heart rate (OR 0.98, 95% CIs 0.97-0.99, p=0.03) and higher BMI (OR 1.03, CIs 1.00-1.06, p=0.04). MUCH remained associated with smoking (OR 2.76, 95% CIs 1.76-4.35, p<0.0001) also when using ≥140/90 mmHg as cut-off for both home and office BP. MUCH was also associated with higher BMI (OR 1.05, 95% CIs 1.01-1.09, p=0.009) while WUCH was associated with lower BMI (OR 0.93, 95% CIs 0.90-0.97, P=0.0005) when using ≥140/90 mmHg as cut-off. Conclusion: Our data support that "reversed or masked" treated but uncontrolled hypertension (MUCH) is common and constitutes about 25% of treated hypertensive patients. This entity (MUCH) is rather strongly associated with current smoking and overweight while uncontrolled white coat (office) hypertension (WUCH) is associated with lower BMI.