The Joint Association of Physical Activity, Blood-Pressure Control, and Pharmacologic Treatment of Hypertension for All-Cause Mortality Risk
Bibliographic record
Abstract
BACKGROUND: We conducted a study to determine the joint association of physical activity, pharmacologic treatment for hypertension, and the control of blood pressure (BP) on all-cause mortality risk. METHODS: The study subjects were 10,665 adults from the Third National Health and Nutrition Examination Survey (NHANES III) and the Continuous NHANES survey (1999-2000 and 2000-2001). Cox proportional hazards analyses were used to estimate differences in mortality risk according to physical activity, pharmacologic treatment for hypertension, and BP control, with physically active, treated, and controlled as the referent category. RESULTS: The average follow-up time in the study was 8.6±4.8 years. The main effect of physical activity was significant independently of pharmacologic treatment and BP control (P < 0.001). Physically inactive adults with hypertension had a higher risk of mortality than did physically active adults with treated and controlled hypertension (inactive, treated and controlled hypertension: HR, 1.42; 95% CI, 1.17-1.72; P < 0.01; inactive, treated, and uncontrolled hypertension: HR, 1.55; 95% CI, 1.30-1.84; P < 0.01; inactive, untreated, and uncontrolled hypertension: HR, 1.27; 95% CI, 1.07-1.52, P < 0.01). However, the risk of mortality for physically active adults with hypertension did not differ significantly with or without treatment for hypertension if their hypertension remained uncontrolled (active, treated and uncontrolled hypertension: HR, 1.17; 95% CI 0.98-1.40; P = 0.08; active, untreated and uncontrolled hypertension: HR, 0.90; 95% CI, 0.76-1.08; P = 0.25). Physically active, normotensive individuals had a lower all-cause mortality risk than did the referent group of physically active individuals being treated with antihypertensive medication and who had controlled hypertension (HR, 0.72; 95% CI, 0.60-0.86; P < 0.01), whereas physically inactive, normotensive individuals had a risk of mortality similar to that of the referent group (HR, 1.08; 95% CI, 0.90-1.30; P = 0.42). CONCLUSION: Physical activity may be as or even more important than pharmacotherapy for reducing the risk of mortality in adults with hypertension. However, the risk of mortality remained higher for physically active adults with treated and controlled hypertension than did the risk of mortality for physically active normotensive populations. Prevention of hypertension is therefore imperative for reducing the all-cause risk of premature mortality in adults.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".