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Record W2767031857 · doi:10.1111/jch.12392

Seeing the Forest, But Not the Trees: Pertinent Considerations for Examining Acute Changes in Pulse Wave Velocity in Response to Pharmaceutical Interventions and Exercise

2014· letter· en· W2767031857 on OpenAlexaff
Aaron A. Phillips

Bibliographic record

VenueJournal of Clinical Hypertension · 2014
Typeletter
Languageen
FieldMedicine
TopicCardiovascular Health and Disease Prevention
Canadian institutionsInternational Collaboration On Repair DiscoveriesOkanagan University CollegeUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsMedicinePulse wave velocityBlood pressureCardiologyArterial stiffnessValsartanArterial treeInternal medicineAortic pressureAerobic exerciseHeart rate

Abstract

fetched live from OpenAlex

Gkaliagkousi and colleagues1 examined the effect of 3 months of lowering blood pressure (with 160 mg of the angiotensin II receptor blocker valsartan) on aortic pulse wave velocity at rest and in response to 85% maximum heart rate aerobic exercise (duration was not reported). Aortic stiffness is a powerful tool for predicting cardiovascular mortality and morbidity that incorporates a multitude of physiological information including arteriosclerotic progression, prevailing autonomic balance, and distending pressure.2-4 As such, the implications of Gkaliagkousi's results may allow for better understanding of arterial stiffness responses to both exercise and various pharmaceutical agents. A few salient points would aid in the elucidation of the present data. First, as acknowledged, it is well appreciated that mean arterial pressure (MAP) is the primary factor capable of acutely altering central arterial distensibility secondary to the effect of varying distention on visoelastic components of the arterial wall.4, 5 For example, increased MAP increases the propagation speed of the pulse wave while lower MAP leads to the opposite effect. In light of this major consideration, and the clear effect of exercise and valsartan treatment on blood pressure in this study, it would be salient to consider changes in blood pressure as a possible explanation for the major findings.6 It appears that changes in blood pressure largely mirror the changes in aortic stiffness shown in the present study (Figure 1 and Figure 2), although the most pertinent measure (ie, central blood pressure) is missing the key time point during max exercise (Figure 3), and it is not reported at what duration of exercise these measures were recorded from. Did any significant changes between groups or conditions persist after normalizing for prevailing MAP? This could be rudimentarily completed by simply dividing aortic stiffness by the concurrent MAP. Second, it is not described whether the foot-to-foot technique was used or some other strategy (such as derivative of the upstroke or peak of the systolic waveform) to detect pulse wave arrival. These latter techniques are particularly sensitive to changes in heart rate (while the foot-to-foot technique is not) and therefore may have further confounding influences considering the heart rate responses during and after exercise.5 How was pulse wave arrival detected? Last, no study has examined the relationship between acute changes in aortic stiffness in response to exercise and/or pharmaceuticals and long-term changes in aortic stiffness as a result of long-term analogous interventions. Although the basic understanding of the acute relationships between blood pressure, exercise/pharmacy, and aortic stiffness is of basic-science interest, the long-term implications or potential impact on cardiovascular disease risk remain hypothetical. In order to translate findings from studies such as these into clinical relevancy, a long-term study examining whether the acute vascular changes in response to exercise/pharmacy are related to long-term changes in vascular health is needed, similar to that which has been done for blood pressure itself.7 In summary, although greater clarity is needed in the experimental design, Gkaliagkousi and coworkers provide new insight to better understand the interconnected relationship between blood pressure, aortic stiffness, and exercise. Future studies should attempt to address the mechanisms and interactions of these important variables.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.024
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.024
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.003
Scholarly communication0.0040.004
Open science0.0010.001
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.261
GPT teacher head0.435
Teacher spread0.174 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

Quick stats

Citations3
Published2014
Admission routes1
Has abstractyes

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