Evidence map›Paper›PMID 42101623›Full record

ArticleEuropean journal of applied physiology2026

Determinants and prognostic value of blood pressure trajectories during graded exercise.

Nicholas Cauwenberghs, Anna Carlén, Thomas Lindow, Viktor Elmberg, Lars Brudin, Magnus Ekström, Kristofer Hedman

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Article in European journal of applied physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Nicholas CauwenberghsResearch Unit Hypertension and Cardiovascular Epidemiology, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium.
Anna CarlénDepartment of Health, Medicine and Caring Sciences, Linköping University, Universitetssjukhuset, 581 85, Linköping, Sweden.
Thomas LindowDepartment of Medicine, Växjö Central Hospital, Region Kronoberg, and Clinical Sciences, Pulmonary Medicine, Allergology and Palliative Medicine, Lund University, Lund, Sweden.
Viktor ElmbergDepartment of Clinical Sciences Lund, Respiratory Medicine, Allergology and Palliative Medicine, Faculty of Medicine, Lund University, Lund, Sweden.
Lars BrudinDepartment of Clinical Physiology, Kalmar County Hospital, Kalmar, Sweden.
Magnus EkströmDepartment of Clinical Sciences Lund, Respiratory Medicine, Allergology and Palliative Medicine, Faculty of Medicine, Lund University, Lund, Sweden.
Kristofer HedmanDepartment of Health, Medicine and Caring Sciences, Linköping University, Universitetssjukhuset, 581 85, Linköping, Sweden. kristofer.hedman@liu.se.ORCID http://orcid.org/0000-0002-3751-7180

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe systolic blood pressure (SBP) response to exercise reflects cardiovascular health, with both exaggerated and blunted responses linked to adverse outcomes. Prior studies relied typically on peak SBP or two-point slopes for evaluation. We aimed to identify distinct SBP responses from full times-series recorded during maximal, graded exercise and assess their clinical determinants and prognostic relevance.

methodsIn this cohort study, we analysed SBP recordings from 6107 patients (mean age, 55.4 years; 45% women) who underwent maximal cycle ergometry. Group-based trajectory modelling (GBTM) extracted sex-specific responses from absolute SBP and relative change (∆SBP) traces. Associations with clinical factors and incident major adverse cardiovascular events (MACE) were assessed using ordinal logistic regression and Cox survival analyses, respectively.

resultsPer sex, GBTM identified four SBP and four ∆SBP trajectories, with weak overlap between them. Higher SBP and lower ∆SBP trajectories were associated with adverse clinical profiles, including higher age and lower exercise capacity. MACE incidence was highest in the high SBP and low ∆SBP groups, but these response categories did not independently predict MACE after adjustment for resting SBP. Among patients with normotension at rest, however, a high SBP response (along with a low ∆SBP in men) was independently associated with increased MACE risk. Patients presenting both high SBP and low ∆SBP consistently conferred the highest MACE risk.

conclusionsTime-series analysis of SBP measurements during graded exercise revealed distinct response patterns with value for MACE prediction, particularly in normotensive individuals. Integrating such analyses into exercise testing may refine cardiovascular risk stratification.

Indexed as

Blood PressureExerciseCardiovascular DiseasesExercise TestFemaleHumansMaleMiddle AgedPrognosisBlood pressure determinationCardiovascular riskExercise testTime factors

Identifiers

PMID42101623
PMCPMC13451356

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.