Evidence map›Paper›PMID 33374113›Full record

ArticleMetabolites2020

Continuous Glucose and Heart Rate Monitoring in Young People with Type 1 Diabetes: An Exploratory Study about Perspectives in Nocturnal Hypoglycemia Detection.

Valeria Calcaterra, Pietro Bosoni, Lucia Sacchi, Gian Vincenzo Zuccotti, Savina Mannarino, Riccardo Bellazzi, Cristiana Larizza

Open access · goldAbstract read
In one paragraph

Article in Metabolites, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.1field-weighted citation impact, top 45% 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

1 citing paper in PubMed, 1 citations in OpenAlex.

  1. Observational
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

7 authors at 3 institutions in 1 country.

Valeria CalcaterraPediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, 27100 Pavia, Italy.ORCID 0000-0002-2137-5974
Pietro BosoniDepartment of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy.ORCID 0000-0002-1431-6044
Lucia SacchiDepartment of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy.ORCID 0000-0002-1390-9825
Gian Vincenzo ZuccottiPediatric Unit, Department of Pediatrics, Children's Hospital "V. Buzzi", 20157 Milano, Italy.ORCID 0000-0002-2795-9874
Savina MannarinoPediatric Cardiology Unit, Department of Pediatrics, Children's Hospital "V. Buzzi", 20157 Milano, Italy.
Riccardo BellazziDepartment of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy.
Cristiana LarizzaDepartment of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy.
University of Pavia · ITOspedale dei Bambini Vittore Buzzi · ITUniversity of Milan · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A combination of information from blood glucose (BG) and heart rate (HR) measurements has been proposed to investigate the HR changes related to nocturnal hypoglycemia (NH) episodes in pediatric subjects with type 1 diabetes (T1D), examining whether they could improve hypoglycemia prediction. We enrolled seventeen children and adolescents with T1D, monitored on average for 194 days. BG was detected by flash glucose monitoring devices, and HR was measured by wrist-worn fitness trackers. For each subject, we compared HR values recorded in the hour before NH episodes (before-hypoglycemia) with HR values recorded during sleep intervals without hypoglycemia (no-hypoglycemia). Furthermore, we investigated the behavior after the end of NH. Nine participants (53%) experienced at least three NH. Among these nine subjects, six (67%) showed a statistically significant difference between the before-hypoglycemia HR distribution and the no-hypoglycemia HR distribution. In all these six cases, the before-hypoglycemia HR median value was higher than the no-hypoglycemia HR median value. In almost all cases, HR values after the end of hypoglycemia remained higher compared to no-hypoglycemia sleep intervals. This exploratory study support that HR modifications occur during NH in T1D subjects. The identification of specific HR patterns can be helpful to improve NH detection and prevent fatal events.

Indexed as

flash glucose monitoringheart rate variabilitynocturnal hypoglycemiatype 1 diabetes

Identifiers

PMID33374113
PMCPMC7824609
OpenAlexW3113782744

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.