| Literature DB >> 29381090 |
Mark P Christiansen1, Leslie J Klaff2, Ronald Brazg2, Anna R Chang3, Carol J Levy4, David Lam4, Douglas S Denham5, George Atiee6, Bruce W Bode7, Steven J Walters8, Lynne Kelley8, Timothy S Bailey9.
Abstract
BACKGROUND: Persistent use of real-time continuous glucose monitoring (CGM) improves diabetes control in individuals with type 1 diabetes (T1D) and type 2 diabetes (T2D).Entities:
Keywords: Accuracy; Continuous glucose monitoring; Implantable; Longevity; Type 1 diabetes; Type 2 diabetes
Mesh:
Substances:
Year: 2018 PMID: 29381090 PMCID: PMC5867508 DOI: 10.1089/dia.2017.0142
Source DB: PubMed Journal: Diabetes Technol Ther ISSN: 1520-9156 Impact factor: 6.118

Eversense sensor. CM, centimeter; DXA, dexamethasone acetate; PMMA, polymethyl methacrylate.

Eversense sensor insertion procedure.
Baseline Participant Characteristics
| Age, years (SD) | 45.1 (16.2) |
| Gender, | |
| Male | 54 (60.0) |
| Female | 36 (40.0) |
| Race, | |
| Caucasian | 77 (85.6) |
| Black or African American | 7 (7.8) |
| Asian | 3 (3.3) |
| American Indian or Alaska Native | 2 (2.2) |
| Native Hawaiian or Other Pacific Islander | 1 (1.1) |
| BMI, kg/m2 (SD) | 29.1 (6.2) |
| Years since diabetes diagnosis, years (SD) | 20.1 (13.7) |
| Diabetes type, | |
| T1D | 61 (67.8) |
| T2D | 29 (32.2) |
| HbA1c, % (SD) | 7.6 (1.2) |
| Diabetes therapy, | |
| Oral or diet and exercise[ | 22 (24.4) |
| Long acting insulin[ | 1 (1.1) |
| Multiple daily injections[ | 24 (26.7) |
| Insulin pump[ | 43 (47.8) |
| History of ketoacidosis, | 0 (0) |
| History of severe hypoglycemia, | 1 (1.1) |
Participants with T2D.
Participant with T2D.
Includes four participants with T2D.
Includes two participants with T2D.
BMI, body mass index; HbA1c, hemoglobin A1c; SD, standard deviation; T1D, type 1 diabetes; T2D, type 2 diabetes.

Cumulative frequency of transmitter use per day of all participants through 90 days or sensor retirement. Dotted red line shows that median wear time for the participants was 23.4 hours per day.
Continuous Glucose Monitoring System Accuracy and Stability Within Yellow Springs Instruments Glucose Ranges
| Overall | 16,653 | 85.7 | 93.3 | 98.1 | 99.4 | 8.8 (8.1–9.3) |
| >40–54 | 167 | 83.2 | 85.6 | 93.4 | 96.4 | 10.7 (7.4–13.3) |
| 55–70 | 785 | 86.1 | 92.9 | 96.8 | 98.9 | 9.0 (8.1–12.0) |
| 71–180 | 8943 | 84.8 | 92.3 | 97.5 | 99.2 | 8.7 (8.2–9.5) |
| >180 | 6758 | 86.9 | 95.0 | 99.0 | 99.8 | 7.8 (7.3–8.8) |
In-clinic accuracy is assessed compared with venous YSI reference measurement. The percentage of system readings within ±15 mg/dL or 15% of YSI reference values (15/15%), ±20 mg/dL or 20% of YSI reference values (20/20%), ±30 mg/dL or 30% of YSI reference values (30/30%), or ±40 mg/dL or 40% of YSI reference values (40/40%) are reported. For YSI ≤70 mg/dL, the differences in mg/dL are included instead of percentage difference (%).
CGM, continuous glucose monitoring; CI, confidence interval; MARD, mean absolute relative difference; YSI, Yellow Springs Instruments.
Continuous Glucose Monitoring System Accuracy and Stability by Clinic Visit
| Day 1 | 1737 | 77.0 | 87.3 | 96.1 | 98.4 | 10.5 (9.4–11.6) |
| Day 30 | 5385 | 89.0 | 94.4 | 98.1 | 99.2 | 8.0 (6.8–8.8) |
| Day 60 | 5016 | 87.9 | 95.1 | 98.8 | 99.7 | 8.2 (7.3–8.9) |
| Day 90 | 4515 | 82.7 | 92.5 | 97.9 | 99.6 | 9.6 (8.6–10.5) |
In-clinic accuracy is assessed compared with venous YSI reference measurement. The percentage of system readings within ±15 mg/dL or 15% of YSI reference values (15/15%), ±20 mg/dL or 20% of YSI reference values (20/20%), ±30 mg/dL or 30% of YSI reference values (30/30%), or ±40 mg/dL or 40% of YSI reference values (40/40%) are reported.

Example of an in-clinic session occurring on day 55 with YSI reference points illustrating the meal challenge excursions along with the continuous measurements from the sensor system. CGM, continuous glucose monitoring; YSI, Yellow Springs Instruments.
Continuous Glucose Monitoring System Accuracy During Compression Challenge (
| Compression | 274 | 86.1 | 92.3 | 96.0 | 99.6 | 9.3 (5.3–12.9) |
| No compression | 16,379 | 85.7 | 93.4 | 98.1 | 99.4 | 8.7 (8.1–9.3) |
In-clinic accuracy is assessed compared with venous YSI reference measurement. The effect of compression on accuracy was evaluated by instructing participants with bilaterally placed sensors to lie on one side for 30 min. Results compared with the noncompressed side are reported. The percentage of system readings within ±15 mg/dL or 15% of YSI reference values (15/15%), ±20 mg/dL or 20% of YSI reference values (20/20%), ±30 mg/dL or 30% of YSI reference values (30/30%), or ±40 mg/dL or 40% of YSI reference values (40/40%) are reported.
Continuous Glucose Monitoring System Accuracy During Exercise Challenge (
| Exercise condition | 1190 | 87.6 | 95.1 | 99.7 | 99.9 | 8.3 (7.5–9.3) |
| Nonexercise condition | 15,463 | 85.6 | 93.2 | 97.9 | 99.3 | 8.8 (8.1–9.3) |
In-clinic accuracy is assessed compared with venous YSI reference measurement. The effect of exercise on accuracy was evaluated by instructing participants with a single sensor to perform upper arm exercises for 30 min. Results compared with a nonexercise condition are reported. The percentage of system readings within ±15 mg/dL or 15% of YSI reference values (15/15%), ±20 mg/dL or 20% of YSI reference values (20/20%), ±30 mg/dL or 30% of YSI reference values (30/30%), or ±40 mg/dL or 40% of YSI reference values (40/40%) are reported.

Clarke Error Grid analysis of CGM and YSI glucose measurements through 90 days.
Effect of System Rate of Change on Continuous Glucose Monitoring System and Reference Agreement
| Less than −2 | 251 | 80.9 | 90.8 | 95.6 | 98.4 | 10.5 (8.2–14.1) |
| −2 to −1 | 1285 | 82.8 | 91.7 | 96.9 | 98.7 | 10.1 (8.9–11.4) |
| −1 to 1 | 12,740 | 86.8 | 94.1 | 98.4 | 99.5 | 8.5 (7.7–8.8) |
| 1 to 2 | 1188 | 80.6 | 89.7 | 97.8 | 99.7 | 9.4 (8.8–10.3) |
| >2 | 515 | 81.9 | 91.1 | 97.5 | 99.4 | 9.4 (8.3–10.2) |
In-clinic accuracy is assessed compared with venous YSI reference measurement. The percentage of system readings within ±15 mg/dL or 15% of YSI reference values (15/15%), ±20 mg/dL or 20% of YSI reference values (20/20%), ±30 mg/dL or 30% of YSI reference values (30/30%), or ±40 mg/dL or 40% of YSI reference values (40/40%) are reported.
Rate of Change Accuracy
| Less than −2 | 74 | 106 | 60 | 1 | 0 | 241 |
| 30.7% | 44.0% | 24.9% | 0.4% | 0.0% | 100.0% | |
| [−2, −1) | 53 | 448 | 745 | 7 | 3 | 1256 |
| 4.2% | 35.7% | 59.3% | 0.6% | 0.2% | 100.0% | |
| [−1, 1] | 51 | 541 | 11036 | 622 | 141 | 12391 |
| 0.4% | 4.4% | 89.1% | 5.0% | 1.1% | 100.0% | |
| (1, 2] | 3 | 10 | 600 | 414 | 129 | 1156 |
| 0.3% | 0.9% | 51.9% | 35.8% | 11.2% | 100.0% | |
| >2 | 0 | 1 | 99 | 164 | 236 | 500 |
| 0.0% | 0.2% | 19.8% | 32.8% | 47.2% | 100.0% | |
| Total | 181 | 1106 | 12540 | 1208 | 509 | 15544 |
ROC, rate of change.
In-Clinic Hypoglycemic and Hyperglycemic Event Detection Using Both Threshold and 10 Minutes Predictive Alerts
| Hypoglycemic alert | ||||
| 70 | 93% | 7% | 86% | 14% |
| Hyperglycemic alert | ||||
| 180 | 96% | 4% | 94% | 6% |

Kaplan–Meier analysis of sensor survival probability through 90 days.