TY - JOUR
T1 - Adjusting insulin doses in patients with type 1 diabetes who use insulin pump and continuous glucose monitoring
T2 - Variations among countries and physicians
AU - Nimri, Revital
AU - Dassau, Eyal
AU - Segall, Tomer
AU - Muller, Ido
AU - Bratina, Natasa
AU - Kordonouri, Olga
AU - Bello, Rachel
AU - Biester, Torben
AU - Dovc, Klemen
AU - Tenenbaum, Ariel
AU - Brener, Avivit
AU - Šimunović, Marko
AU - Sakka, Sophia D.
AU - Nevo Shenker, Michal
AU - Passone, Caroline G.B.
AU - Rutigliano, Irene
AU - Tinti, Davide
AU - Bonura, Clara
AU - Caiulo, Silvana
AU - Ruszala, Anna
AU - Piccini, Barbara
AU - Giri, Dinesh
AU - Stein, Ronnie
AU - Rabbone, Ivana
AU - Bruzzi, Patrizia
AU - Omladič, Jasna Šuput
AU - Steele, Caroline
AU - Beccuti, Guglielmo
AU - Yackobovitch-Gavan, Michal
AU - Battelino, Tadej
AU - Danne, Thomas
AU - Atlas, Eran
AU - Phillip, Moshe
N1 - Publisher Copyright:
© 2018 John Wiley & Sons Ltd
PY - 2018/10
Y1 - 2018/10
N2 - Aims: To evaluate physicians' adjustments of insulin pump settings based on continuous glucose monitoring (CGM) for patients with type 1 diabetes and to compare these to automated insulin dose adjustments. Methods: A total of 26 physicians from 16 centres in Europe, Israel and South America participated in the study. All were asked to adjust insulin dosing based on insulin pump, CGM and glucometer downloads of 15 patients (mean age 16.2 ± 4.3 years, six female, mean glycated haemoglobin 8.3 ± 0.9% [66.8 ± 7.3 mmol/mol]) gathered over a 3-week period. Recommendations were compared for the relative changes in the basal, carbohydrate to insulin ratio (CR) and correction factor (CF) plans among physicians and among centres and also between the physicians and an automated algorithm, the Advisor Pro (DreaMed Diabetes Ltd, Petah Tikva, Israel). Study endpoints were the percentage of comparison points for which there was full agreement on the trend of insulin dose adjustments (same trend), partial agreement (increase/decrease vs no change) and full disagreement (opposite trend). Results: The percentages for full agreement between physicians on the trend of insulin adjustments of the basal, CR and CF plans were 41 ± 9%, 45 ± 11% and 45.5 ± 13%, and for complete disagreement they were 12 ± 7%, 9.5 ± 7% and 10 ± 8%, respectively. Significantly similar results were found between the physicians and the automated algorithm. The algorithm magnitude of insulin dose change was at least equal to or less than that proposed by the physicians. Conclusions: Physicians provide different insulin dose recommendations based on the same datasets. The automated advice of the Advisor Pro did not differ significantly from the advice given by the physicians in the direction or magnitude of the insulin dosing.
AB - Aims: To evaluate physicians' adjustments of insulin pump settings based on continuous glucose monitoring (CGM) for patients with type 1 diabetes and to compare these to automated insulin dose adjustments. Methods: A total of 26 physicians from 16 centres in Europe, Israel and South America participated in the study. All were asked to adjust insulin dosing based on insulin pump, CGM and glucometer downloads of 15 patients (mean age 16.2 ± 4.3 years, six female, mean glycated haemoglobin 8.3 ± 0.9% [66.8 ± 7.3 mmol/mol]) gathered over a 3-week period. Recommendations were compared for the relative changes in the basal, carbohydrate to insulin ratio (CR) and correction factor (CF) plans among physicians and among centres and also between the physicians and an automated algorithm, the Advisor Pro (DreaMed Diabetes Ltd, Petah Tikva, Israel). Study endpoints were the percentage of comparison points for which there was full agreement on the trend of insulin dose adjustments (same trend), partial agreement (increase/decrease vs no change) and full disagreement (opposite trend). Results: The percentages for full agreement between physicians on the trend of insulin adjustments of the basal, CR and CF plans were 41 ± 9%, 45 ± 11% and 45.5 ± 13%, and for complete disagreement they were 12 ± 7%, 9.5 ± 7% and 10 ± 8%, respectively. Significantly similar results were found between the physicians and the automated algorithm. The algorithm magnitude of insulin dose change was at least equal to or less than that proposed by the physicians. Conclusions: Physicians provide different insulin dose recommendations based on the same datasets. The automated advice of the Advisor Pro did not differ significantly from the advice given by the physicians in the direction or magnitude of the insulin dosing.
KW - Advisor Pro
KW - decision support system
KW - insulin pump settings
KW - non-interventional survey
KW - treatment adjustments
UR - http://www.scopus.com/inward/record.url?scp=85050484581&partnerID=8YFLogxK
U2 - 10.1111/dom.13408
DO - 10.1111/dom.13408
M3 - Article
SN - 1462-8902
VL - 20
SP - 2458
EP - 2466
JO - Diabetes, Obesity and Metabolism
JF - Diabetes, Obesity and Metabolism
IS - 10
ER -