Literature DB >> 32069094

A Review of Continuous Glucose Monitoring-Based Composite Metrics for Glycemic Control.

Michelle Nguyen1, Julia Han1, Elias K Spanakis2,3, Boris P Kovatchev4, David C Klonoff1.   

Abstract

We performed a literature review of composite metrics for describing the quality of glycemic control, as measured by continuous glucose monitors (CGMs). Nine composite metrics that describe CGM data were identified. They are described in detail along with their advantages and disadvantages. The primary benefit to using composite metrics in clinical practice is to be able to quickly evaluate a patient's glycemic control in the form of a single number that accounts for multiple dimensions of glycemic control. Very little data exist about (1) how to select the optimal components of composite metrics for CGM; (2) how to best score individual components of composite metrics; and (3) how to correlate composite metric scores with empiric outcomes. Nevertheless, composite metrics are an attractive type of scoring system to present clinicians with a single number that accounts for many dimensions of their patients' glycemia. If a busy health care professional is looking for a single-number summary statistic to describe glucose levels monitored by a CGM, then a composite metric has many attractive features.

Entities:  

Keywords:  Composite index; Composite metrics; Continuous glucose monitoring; Diabetes treatment; Glycemic control

Year:  2020        PMID: 32069094      PMCID: PMC7642748          DOI: 10.1089/dia.2019.0434

Source DB:  PubMed          Journal:  Diabetes Technol Ther        ISSN: 1520-9156            Impact factor:   6.118


  43 in total

1.  Evaluating Glucose Control With a Novel Composite Continuous Glucose Monitoring Index.

Authors:  Lalantha Leelarathna; Hood Thabit; Malgorzata E Wilinska; Lia Bally; Julia K Mader; Thomas R Pieber; Carsten Benesch; Sabine Arnolds; Terri Johnson; Lutz Heinemann; Norbert Hermanns; Mark L Evans; Roman Hovorka
Journal:  J Diabetes Sci Technol       Date:  2019-03-31

Review 2.  Interpretation of continuous glucose monitoring data: glycemic variability and quality of glycemic control.

Authors:  David Rodbard
Journal:  Diabetes Technol Ther       Date:  2009-06       Impact factor: 6.118

Review 3.  Metrics Beyond Hemoglobin A1C in Diabetes Management: Time in Range, Hypoglycemia, and Other Parameters.

Authors:  Lorena Alarcon-Casas Wright; Irl B Hirsch
Journal:  Diabetes Technol Ther       Date:  2017-05       Impact factor: 6.118

4.  Evaluation of a new measure of blood glucose variability in diabetes.

Authors:  Boris P Kovatchev; Erik Otto; Daniel Cox; Linda Gonder-Frederick; William Clarke
Journal:  Diabetes Care       Date:  2006-11       Impact factor: 19.112

5.  The Comprehensive Glucose Pentagon: A Glucose-Centric Composite Metric for Assessing Glycemic Control in Persons With Diabetes.

Authors:  Robert A Vigersky; John Shin; Boyi Jiang; Thorsten Siegmund; Chantal McMahon; Andreas Thomas
Journal:  J Diabetes Sci Technol       Date:  2017-07-27

6.  APACHE-acute physiology and chronic health evaluation: a physiologically based classification system.

Authors:  W A Knaus; J E Zimmerman; D P Wagner; E A Draper; D E Lawrence
Journal:  Crit Care Med       Date:  1981-08       Impact factor: 7.598

7.  Prediction of severe hypoglycemia.

Authors:  Daniel J Cox; Linda Gonder-Frederick; Lee Ritterband; William Clarke; Boris P Kovatchev
Journal:  Diabetes Care       Date:  2007-03-15       Impact factor: 19.112

8.  Continuous Glucose Monitoring for Hypoglycemia Avoidance and Glucose Counterregulation in Long-Standing Type 1 Diabetes.

Authors:  Michael R Rickels; Amy J Peleckis; Cornelia Dalton-Bakes; Joseph R Naji; Nina A Ran; Huong-Lan Nguyen; Shannon O'Brien; Sanjian Chen; Insup Lee; Mark H Schutta
Journal:  J Clin Endocrinol Metab       Date:  2018-01-01       Impact factor: 5.958

Review 9.  The King-Devick test of rapid number naming for concussion detection: meta-analysis and systematic review of the literature.

Authors:  Kristin M Galetta; Mengling Liu; Danielle F Leong; Rachel E Ventura; Steven L Galetta; Laura J Balcer
Journal:  Concussion       Date:  2015-09-10

Review 10.  International Consensus on Use of Continuous Glucose Monitoring.

Authors:  Thomas Danne; Revital Nimri; Tadej Battelino; Richard M Bergenstal; Kelly L Close; J Hans DeVries; Satish Garg; Lutz Heinemann; Irl Hirsch; Stephanie A Amiel; Roy Beck; Emanuele Bosi; Bruce Buckingham; Claudio Cobelli; Eyal Dassau; Francis J Doyle; Simon Heller; Roman Hovorka; Weiping Jia; Tim Jones; Olga Kordonouri; Boris Kovatchev; Aaron Kowalski; Lori Laffel; David Maahs; Helen R Murphy; Kirsten Nørgaard; Christopher G Parkin; Eric Renard; Banshi Saboo; Mauro Scharf; William V Tamborlane; Stuart A Weinzimer; Moshe Phillip
Journal:  Diabetes Care       Date:  2017-12       Impact factor: 19.112

View more
  5 in total

1.  Glycemic Metrics Derived From Intermittently Scanned Continuous Glucose Monitoring.

Authors:  Klavs Würgler Hansen; Bo Martin Bibby
Journal:  J Diabetes Sci Technol       Date:  2020-12-03

2.  Patient-Tailored Decision Support System Improves Short- and Long-Term Glycemic Control in Type 2 Diabetes.

Authors:  Petra Augstein; Peter Heinke; Lutz Vogt; Klaus-Dieter Kohnert; Eckhard Salzsieder
Journal:  J Diabetes Sci Technol       Date:  2021-05-18

3.  Glycemic deviation index: a novel method of integrating glycemic numerical value and variability.

Authors:  Yizhou Zou; Wanli Wang; Dongmei Zheng; Xu Hou
Journal:  BMC Endocr Disord       Date:  2021-03-19       Impact factor: 2.763

4.  Response to Hulman and colleagues regarding "Glucotypes reveal new patterns of glucose dysregulation".

Authors:  Alessandra Breschi; Dalia Perelman; Michael Paul Snyder
Journal:  PLoS Biol       Date:  2021-03-11       Impact factor: 8.029

5.  Diabetes Technology Meeting 2020.

Authors:  Trisha Shang; Jennifer Y Zhang; B Wayne Bequette; Jennifer K Raymond; Gerard Coté; Jennifer L Sherr; Jessica Castle; John Pickup; Yarmela Pavlovic; Juan Espinoza; Laurel H Messer; Tim Heise; Carlos E Mendez; Sarah Kim; Barry H Ginsberg; Umesh Masharani; Rodolfo J Galindo; David C Klonoff
Journal:  J Diabetes Sci Technol       Date:  2021-07
  5 in total

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