Cuff-Based Oscillometric Measurements of Central Hemodynamics: Factors Influencing Central Augmentation Pressure in Normotensive Japanese Individuals
Bibliographic record
Abstract
<b><i>Background:</i></b> Recently, new devices using oscillometric cuff have been developed to derive central blood pressure (BP) waveform from brachial BP waveform. Late systolic pressure augmentation of central BP waveform is a marker of central hemodynamics. Mobil-O-Graph, a cuff-based oscillometric device, can assess central augmentation pressure (AP) together with central BP. Central AP measurement using the Mobil-O-Graph in the European population was reported to be associated with age and sex. However, factors influencing central AP in the Asian population have not been shown. <b><i>Objectives and Methods:</i></b> We enrolled 110 normotensive volunteers (50 men; age range, 21‒76 years). Central BP and AP were measured using the Mobil-O-Graph on the left arm with the subjects in the seated position after resting for at least 5 min. We compared central hemodynamics between the sexes. We investigated factors influencing central AP in uni- and multivariate linear regression analyses and age-related change in central AP using the Mobil-O-Graph in healthy Japanese individuals. <b><i>Results:</i></b> Central AP were lower in men than in women (5.5 ± 2.8 vs. 11.0 ± 4.7 mm Hg, <i>p</i> &#x3c; 0.001). The central AP in the total cohort was positively correlated with age (<i>r</i> = 0.325, <i>p</i> &#x3c; 0.001) and inversely correlated with height (<i>r</i> = −0.601, <i>p</i> &#x3c; 0.001) in the Pearson correlations. In multivariate regression analysis, the parameters influencing central AP (<i>R</i><sup>2</sup> = 0.467) were age (β = 0.097, <i>p</i> &#x3c; 0.001), sex (β = −2.890, <i>p</i> = 0.010), and height (β = −0.153, <i>p</i> = 0.031). The central AP (10.0 ± 4.8 mm Hg) in the ≥50-year-old group significantly increased compared with those in the 20- to 39-year-old group (6.7 ± 4.2 mm Hg, <i>p</i> &#x3c; 0.05). <b><i>Conclusions:</i></b> Age, sex, and height influenced central AP, as assessed using the Mobil-O-Graph. Age-related increase in central AP was observed in normotensive Japanese individuals. Brachial cuff-based waveform recordings using the Mobil-O-Graph are feasible for the estimation of central AP in the Asian population.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".