Impact of retrospective calibration algorithms on hypoglycemia detection in newborn infants using continuous glucose monitoring

Diabetes Technology and Therapeutics

Volumn 14, Issue 10, 2012, Pages 883-890

  Signal, Matthew ^a   Le Compte, Aaron ^a   Harris, Deborah L ^b,c   Weston, Philip J ^c   Harding, Jane E ^b   Chase, J Geoffrey ^a  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

^c WAIKATO DISTRICT HEALTH BOARD   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

GLUCOSE;

ARTICLE; BLOOD GLUCOSE MONITORING; CALIBRATION; CLINICAL ARTICLE; DISEASE DURATION; DISEASE SEVERITY; FEMALE; GLUCOSE BLOOD LEVEL; GLYCEMIC INDEX; HUMAN; HYPOGLYCEMIA; MALE; NEWBORN; NONLINEAR SYSTEM; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS;

ALGORITHMS; BLOOD GLUCOSE; BLOOD GLUCOSE SELF-MONITORING; CALIBRATION; DIABETES MELLITUS, TYPE 1; FEMALE; HUMANS; HYPOGLYCEMIA; INFANT, NEWBORN; MALE; MONITORING, AMBULATORY; REPRODUCIBILITY OF RESULTS; RETROSPECTIVE STUDIES; SENSITIVITY AND SPECIFICITY;

EID: 84867095545     PISSN: 15209156     EISSN: 15578593     Source Type: Journal    
DOI: 10.1089/dia.2012.0111     Document Type: Article

References (34)

1. Stanley CA, Baker L: The causes of neonatal hypoglycemia. N Engl J Med 1999;340:1200-1201.
2. Cornblath M, Hawdon JM, Williams AF, Aynsley-Green A, Ward-Platt MP, Schwartz R, Kalhan SC: Controversies regarding definition of neonatal hypoglycemia: suggested operational thresholds. Pediatrics 2000;105:1141-1145.
3. Koh THHG, Eyre JA, Aynsleygreen A: Neonatal hypoglycemia - the controversy regarding definition. Arch Dis Child 1988; 63:1386-1388.
4. Harris DL, Battin MR, Weston PJ, Harding JE: Continuous glucose monitoring in newborn babies at risk of hypoglycemia. J Pediatr 2010;157:198-202.
5. Klonoff DC: The importance of continuous glucose monitoring in diabetes. Diabetes Technol Ther 2000;2(Suppl 1): S1-S3.
6. Mastrototaro J, Gross T, Shin J: Glucose monitor calibration methods. U.S. Patent 6,424,847. July 23, 2002, 2002.
7. Solnica B, Naskalski JW, Sieradzki J: Analytical performance of glucometers used for routine glucose self-monitoring of diabetic patients. Clin Chim Acta 2003;331:29-35.
8. Roche: ACCU-CHEK Comfort Curve Test-Strip [package insert]. Indianapolis, IN: Roche Diagnostics Ltd., 2007.
9. Roche: Evaluation Report of the ACCU-CHEK Comfort Curve Test Strip as a Plasma-Like Test Strip. Publication number 340-40436-0408. Mannheim, Germany: Roche Diagnostics, 2008.
10. Abbott: Abbott Optium Test-Strip [package insert]. Witney, UK: Abbott Diabetes Care Ltd., 2010.
11. Kanji S, Buffie J, Hutton B, Bunting PS, Singh A, McDonald K, Fergusson D, McIntyre LA, Hebert PC: Reliability of point-of-care testing for glucose measurement in critically ill adults. Crit Care Med 2005;33:2778-2785.
12. Karon BS, Gandhi GY, Nuttall GA, Bryant SC, Schaff HV, McMahon MM, Santrach PJ: Accuracy of Roche ACCUCHEK Inform whole blood capillary, arterial, and venous glucose values in patients receiving intensive intravenous insulin therapy after cardiac surgery. Am J Clin Pathol 2007;127:919-926.
13. Hoedemaekers CW, Klein Gunnewiek JM, Prinsen MA, Willems JL, Van der Hoeven JG: Accuracy of bedside glucose measurement from three glucometers in critically ill patients. Crit Care Med 2008;36:3062-3066.
14. Medtronic Minimed: CGMS System Gold User Guide. Northridge, CA: Medtronic Minimed, 2003.
15. Rossetti P, Bondia J, Vehi J, Fanelli CG: Estimating plasma glucose from interstitial glucose: the issue of calibration algorithms in commercial continuous glucose monitoring devices. Sensors 2010;10:10936-10952.
16. King C, Anderson SM, Breton M, Clarke WL, Kovatchev BP: Modeling of calibration effectiveness and blood-to-interstitial glucose dynamics as potential confounders of the accuracy of continuous glucose sensors during hyperinsulinemic clamp. J Diabetes Sci Technol 2007;1:317-322.
17. Bequette BW: Continuous glucose monitoring: real-time algorithms for calibration, filtering, and alarms. J Diabetes Sci Technol 2010;4:404-418.
18. Buckingham BA, Kollman C, Beck R, Kalajian A, Fiallo- Scharer R, Tansey MJ, Fox LA, Wilson DM, Weinzimer SA, Ruedy KJ, Tamborlane WV: Evaluation of factors affecting CGMS calibration. Diabetes Technol Ther 2006;8:318-325.
19. Beardsall K, Ogilvy-Stuart AL, Ahluwalia J, Thompson M, Dunger DB: The continuous glucose monitoring sensor in neonatal intensive care. Arch Dis Child Fetal Neonatal Ed 2005;90:F307-F310.
20. Beardsall K, Vanhaesebrouck S, Ogilvy-Stuart AL, Vanhole C, Palmer CR, van Weissenbruch M, Midgley P, Thompson M, Thio M, Cornette L, Ossuetta I, Iglesias I, Theyskens C, de Jong M, Ahluwalia JS, de Zegher F, Dunger DB: Early insulin therapy in very-low-birth-weight infants. N Engl J Med 2008;359:1873-1884.
21. Hay WW Jr, Rozance PJ: Continuous glucose monitoring for diagnosis and treatment of neonatal hypoglycemia. J Pediatr 2010;157:180-182.
22. Iglesias Platas I, Thio Lluch M, Pociello Alminana N, Morillo Palomo A, Iriondo Sanz M, Krauel Vidal X: Continuous glucose monitoring in infants of very low birth weight. Neonatology 2009;95:217-223.
23. Cembrowski GS, Tran DV, Higgins TN: The use of serial patient blood gas, electrolyte and glucose results to derive biologic variation: a new tool to assess the acceptability of intensive care unit testing. Clin Chem Lab Med 2010;48: 1447-1454.
24. Watkinson PJ, Barber VS, Amira E, James T, Taylor R, Young JD: The effects of precision, haematocrit, pH and oxygen tension on point-of-care glucose measurement in critically ill patients: a prospective study. Ann Clin Biochem 2012;49: 144-151.
25. Chee F, Fernando T, Savkin A, van Heerden P: The use of MiniMed CGMS in real-time glucose monitoring. In: Anziis 2001: Proceedings of the Seventh Australian and New Zealand Intelligent Information Systems Conference. Crawley, Australia: ARCME, The University of Western Australia, 2001:159-164.
26. Pretty CG, Chase JG, Le Compte A, Shaw GM, Signal M: Hypoglycemia detection in critical care using continuous glucose monitors: an in silico proof of concept analysis. J Diabetes Sci Technol 2010;4:15-24.
27. Kovatchev BP, Shields D, Breton M: Graphical and numerical evaluation of continuous glucose sensing time lag. Diabetes Technol Ther 2009;11:139-143.
28. Vogelzang M, van der Horst IC, Nijsten MW: Hyperglycaemic index as a tool to assess glucose control: a retrospective study. Crit Care 2004;8:R122-R127.
29. Hawdon JM, Ward Platt MP, Aynsley-Green A: Patterns of metabolic adaptation for preterm and term infants in the first neonatal week. Arch Dis Child 1992;67:357-365.
30. Bhat MA, Kumar P, Bhansali A, Majumdar S, Narang A: Hypoglycemia in small for gestational age babies. Indian J Pediatr 2000;67:423-427.
31. Boyne MS, Silver DM, Kaplan J, Saudek CD: Timing of changes in interstitial and venous blood glucose measured with a continuous subcutaneous glucose sensor. Diabetes 2003;52:2790-2794.
32. Bailey T, Zisser H, Chang A: New features and performance of a next-generation SEVEN-day continuous glucose monitoring system with short lag time. Diabetes Technol Ther 2009;11:749-755.
33. Garg SK, Voelmle M, Gottlieb PA: Time lag characterization of two continuous glucose monitoring systems. Diabetes Res Clin Pract 2010;87:348-353.
34. Kamath A, Mahalingam A, Brauker J: Analysis of time lags and other sources of error of the DexCom SEVEN continuous glucose monitor. Diabetes Technol Ther 2009;11: 689-695.