Evidence mapPaperPMID 36235676Full record

ArticleNutrients2022

Cardiometabolic Biomarkers and Habitual Caffeine Consumption Associate with the Adverse Ambulatory Blood Pressure Response to Strenuous Physical Exertion among Firefighters.

Rachel S Berkowsky, Amanda L Zaleski, Beth A Taylor, Ming-Hui Chen, Kim M Gans, Yin Wu, Paul M Parducci, Yiming Zhang, Antonio B Fernandez, Linda S Pescatello

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04514354 (The Influence of Cardiorespiratory Fitness on Firefighter Cardiovascular Health Under Conditions of Heavy Physical Exertion), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.0field-weighted citation impact, top 23% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04514354 nacompletednot on this map

The Influence of Cardiorespiratory Fitness on Firefighter Cardiovascular Health Under Conditions of Heavy Physical Exertion

TypeinterventionalSponsorUniversity of ConnecticutRan2015 to 2016Enrolled21ConditionsCardiovascular Diseases, Post-Exercise HypotensionArmsGEST
3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Trial
  2. Can We Protect Our Hearts by Sweating Out Excess Sodium?Exercise and sport sciences reviews · 2026
    Review
  3. Prognostic value of exercise blood pressure: role of fitness and exercise training.American journal of physiology. Heart and circulatory physiology · 2026
    Review
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 2 institutions in 1 country.

Rachel S BerkowskyDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.ORCID 0000-0003-1150-1284
Amanda L ZaleskiDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.
Beth A TaylorDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.
Ming-Hui ChenDepartment of Statistics, University of Connecticut, Storrs, CT 06268, USA.
Kim M GansInstitute for Collaboration on Health, Intervention, and Policy, University of Connecticut, Storrs, CT 06268, USA.ORCID 0000-0003-3623-7790
Yin WuDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.
Paul M ParducciDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.
Yiming ZhangDepartment of Statistics, University of Connecticut, Storrs, CT 06268, USA.
Antonio B FernandezDepartment of Preventive Cardiology, Hartford Hospital, Hartford, CT 06102, USA.
Linda S PescatelloDepartment of Kinesiology, University of Connecticut, Storrs, CT 06268, USA.ORCID 0000-0002-5841-798X
University of Connecticut · USHartford Hospital · US

Funding

Institute for Collaboration on Health, Intervention, and Policy, University of Connecticut and the U.S. Department of Agriculture (SAES, HATCH Project No. CONS00954)
6 · The paper itself

Abstract

Caffeine has beneficial effects on firefighter job performance reducing fatigue and improving psychomotor vigilance. However, excessive caffeine intake may raise blood pressure (BP) following a bout of acute exercise among adults with elevated BP. The influence of caffeine intake on the ambulatory BP (ABP) response to vigorous physical exertion among firefighters has not been studied. In this sub-study we conducted secondary statistical analyses from a larger clinical trial (NCT04514354) that included examining the influence of habitual caffeine intake, and cardiometabolic biomarkers shown to influence BP, on the ABP response following a bout of sudden vigorous exertion over 19 h among firefighters. Previously, we found high amounts of calcium and sodium intake raised BP following a bout of acute exercise among adults with elevated BP. Thus, other secondary aims were to examine the influence of habitual calcium and sodium intake, and cardiometabolic biomarkers have shown to influence BP, on the ABP response following sudden vigorous exertion over 19 h among firefighters. Firefighters (n = 15) completed a Food-Frequency Questionnaire assessing habitual dietary intake over the past year. They randomly completed a maximal graded exercise stress test (GEST) and non-exercise CONTROL on separate non-workdays leaving the laboratory wearing an ABP monitor for 19 h. Prior to and immediately after the GEST, fasting venous blood was collected to measure lipid-lipoproteins, c-reactive protein, and blood glucose. Height and weight were taken to calculate body mass index. Repeated measures ANCOVA tested if the ABP response differed after GEST vs. CONTROL. Linear mixed models examined the relationships among caffeine, calcium, sodium, cardiometabolic biomarkers, and the ABP response following GEST vs. CONTROL. Firefighters were middle-aged (40.2 ± 9.5 year), overweight (29.0 ± 3.9 kg/m2) men with elevated BP (124.1 ± 10.3/79.6 ± 11.5 mmHg) who consumed 542.0 ± 348.9 mg of caffeine/day, about ~50% more than the dietary reference intake. Unexpectedly, systolic ABP was higher by 18.0 ± 6.7 mmHg and diastolic ABP by 9.1 ± 5.4 mmHg (ps < 0.01) over 19 h following GEST vs. CONTROL. We found 24% of the variance in the adverse ABP response to maximal physical exertion was explained by caffeine intake, and when combined with c-reactive protein, non-high-density lipoprotein-cholesterol, body mass index, blood glucose, and resting heart rate, up to 74% of the variability in the ABP response was explained. Additionally, we found calcium (ps < 0.001) and sodium (p < 0.0001) intake each explained up to 24% of the ABP response. Further investigation is needed in a larger, more diverse sample of firefighters to better establish how caffeine contributes to the adverse BP response to strenuous physical exertion.

Indexed as

FirefightersHypertensionSodium, DietaryAdultBiomarkersBlood GlucoseBlood PressureBlood Pressure Monitoring, AmbulatoryCaffeineCalciumCholesterolC-Reactive ProteinHumansMaleMiddle AgedPhysical ExertionBiomarkersBlood GlucoseCaffeineCalciumCholesterolC-Reactive ProteinSodiumSodium, Dietaryacute cardiac eventaerobic exercisehypertensionnutritionphysical activitystrenuous occupational hazardvigorous exercise

Identifiers

PMID36235676
PMCPMC9572770
OpenAlexW4297521839

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.