Evidence mapPaperPMID 33655430Full record

ReviewCurrent cardiology reports2021

New Insights into the Role of Visit-to-Visit Glycemic Variability and Blood Pressure Variability in Cardiovascular Disease Risk.

Jin J Zhou, Daniel S Nuyujukian, Peter D Reaven

Open access · greenAbstract readReview
In one paragraph

Review in Current cardiology reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.1field-weighted citation impact, top 8% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 26 citations in OpenAlex.

  1. Trial
  2. Elevated blood pressure variability links cardiac autonomic dysfunction to complex arrhythmias in hypertension.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2026
    Article
  3. Article
  4. Article
  5. HbAAlzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
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

3 authors at 1 institution in 1 country.

Jin J ZhouDepartment of Epidemiology and Biostatistics Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, Tucson, AZ, 85724, USA.
Daniel S NuyujukianDepartment of Epidemiology and Biostatistics Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N. Martin Ave, Tucson, AZ, 85724, USA. daniel.nuyujukian@va.gov.ORCID 0000-0001-5556-2551
Peter D ReavenPhoenix VA Health Care System, Phoenix, AZ, USA.
University of Arizona · US

Funding

SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · UNIVERSITY OF ARIZONA · 1994 to 2025
$7.3M
Role and Mechanism of Blood Pressure Variability in Risk of Heart FailureF32HL156626 · NHLBI · UNIVERSITY OF ARIZONA · PI Daniel Sevag Nuyujukian · 2023 to 2023
$74k
NHLBI NIH HHS 1R21HL150374NHLBI NIH HHS F32 HL156626NHLBI NIH HHS R01HL138969NIEHS NIH HHS P30 ES006694
6 · The paper itself

Abstract

purpose of reviewThere is evidence from epidemiologic studies that variability in cardiovascular risk factors influences risk of cardiovascular disease. We review new studies and novel findings in the relationship between visit-to-visit glycemic variability and blood pressure variability and risk of adverse outcomes. RECENT

findingsVisit-to-visit glycemic variability is consistently linked to macrovascular disease. This relationship has been observed in both clinical trials and retrospective studies of electronic health records. Long-term blood pressure variability also predicts cardiovascular outcomes, and the association appears stronger in those with lower levels of systolic and diastolic function. As epidemiologic evidence increases in support of a role for metabolic risk factor variability in cardiovascular risk, there is a corresponding rise in interest in applying this information toward improving risk factor prediction and treatment. Future investigation of underlying mechanisms for these associations as well as implications for therapy is also warranted. The potential additive contribution of variability of multiple parameters also merits additional scrutiny. As our technology for capturing risk factor variability continues to improve, this will only enhance our understanding of its links with vascular disease and how to best utilize this information to reduce cardiovascular outcomes.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2Blood GlucoseBlood PressureHumansRetrospective StudiesRisk FactorsBlood GlucoseClinical trialsCoronary hypoperfusionMacrovascular diseaseMechanismsRisk factor variabilityType 2 diabetes

Identifiers

PMID33655430
PMCPMC8315105
OpenAlexW3135563839

What Socratic holds

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Registered trials

None linked

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.