| Literature DB >> 35157505 |
Satish K Garg1, Mark Kipnes2, Kristin Castorino3, Timothy S Bailey4, Halis Kaan Akturk1, John B Welsh5, Mark P Christiansen6, Andrew K Balo5, Sue A Brown7, Jennifer L Reid5, Stayce E Beck5.
Abstract
Background: We evaluated the accuracy and safety of a seventh generation (G7) Dexcom continuous glucose monitor (CGM) during 10.5 days of use in adults with diabetes.Entities:
Keywords: Accuracy; Continuous glucose monitoring; Dexcom; G7; MARD
Mesh:
Substances:
Year: 2022 PMID: 35157505 PMCID: PMC9208857 DOI: 10.1089/dia.2022.0011
Source DB: PubMed Journal: Diabetes Technol Ther ISSN: 1520-9156 Impact factor: 7.337
FIG. 1.G7 components (left to right) include an optional receiver and display unit, packaging, the wearable sensor/transmitter, and the applicator. The wearable measures 24 × 27.3 × 4.6 mm, roughly the size of three stacked quarters. G7, seventh generation.
Baseline Participant Characteristics (N = 318)
| Demographic | Value |
|---|---|
| Age, years | |
| Mean (SD) | 44.3 (15.7) |
| Median | 44.3 |
| Min, max | 18.1, 78.3 |
| Diagnosis, | |
| T1D | 257 (80.8) |
| T2D-IIT | 51 (16.0) |
| T2D-NIIT | 10 (3.1) |
| Gender, | |
| Female | 170 (53.5) |
| Male | 148 (46.5) |
| Ethnicity, | |
| Hispanic or Latino | 78 (24.5) |
| Not Hispanic or Latino | 240 (75.5) |
| Race, | |
| American Indian or Alaska Native | 1 (0.3) |
| Asian | 4 (1.3) |
| Black; African American; or of African heritage | 16 (5.0) |
| Native Hawaiian or Pacific-Islander | 2 (0.6) |
| White | 286 (89.9) |
| Other | 9 (2.8) |
| BMI category, | |
| Underweight (<18.5 kg/m2) | 1 (0.3) |
| Normal (18.5–<25 kg/m2) | 105 (33.0) |
| Overweight (25–<30 kg/m2) | 92 (28.9) |
| Obese Class I (30–<35 kg/m2) | 70 (22.0) |
| Obese Class II (35–<40 kg/m2) | 33 (10.4) |
| Obese Class III (≥40 kg/m2) | 17 (5.3) |
| BMI, kg/m2 | |
| Mean (SD) | 28.9 (6.3) |
| Median | 28.1 |
| Min, max | 17.4, 54.0 |
BMI, body mass index; SD, standard deviation; T1D, type 1 diabetes; T2D, type 2 diabetes; T2D-NIIT, nonintensive insulin therapy T2D; T2D-IIT, intensive insulin therapy T2D.
FIG. 2.Aggregated sensor MARD (%) of CGM-YSI histogram plot for 619 sensors placed on the arm or abdomen. CGM-YSI; MARD, mean absolute relative difference.
Sensor Accuracy Across Days of Sensor Wear
| Placement | Clinic session day | Matched pairs ( | %15/15 (%) | %20/20 (%) | %30/30 (%) | MARD (%) |
|---|---|---|---|---|---|---|
| Arm ( | Day 1 | 6001 | 76.9 | 87.4 | 95.9 | 11.9 |
| Day 2 | 8279 | 89.4 | 95.5 | 98.8 | 8.4 | |
| Day 4 | 7312 | 91.8 | 97.2 | 99.6 | 7.2 | |
| Day 7 | 5898 | 93.7 | 97.5 | 99.5 | 7.2 | |
| Day 10 | 5787 | 92.4 | 96.4 | 99.4 | 7.6 | |
| Day 10.5 | 5916 | 93.2 | 97.4 | 99.4 | 6.9 | |
| Abdomen ( | Day 1 | 5864 | 73.0 | 84.5 | 94.7 | 12.9 |
| Day 2 | 8438 | 86.5 | 94.9 | 99.3 | 8.6 | |
| Day 4 | 7624 | 90.9 | 96.6 | 99.3 | 7.7 | |
| Day 7 | 6088 | 89.5 | 95.3 | 98.5 | 8.1 | |
| Day 10 | 5828 | 84.5 | 92.9 | 98.2 | 9.3 | |
| Day 10.5 | 4739 | 86.4 | 93.1 | 97.6 | 8.8 |
MARD, mean absolute relative difference.
Sensor Accuracy Across Continuous Glucose Monitoring Glucose Ranges
| Placement | Glucose range (mg/dL) | Matched pairs ( | %15/15 (%) | %20/20 (%) | %30/30 (%) | MAD (mg/dL) | MARD (%) |
|---|---|---|---|---|---|---|---|
| Arm ( | 40–60 | 2444 | 85.1 | 91.9 | 97.0 | 8.5 | NA |
| 61–80 | 5485 | 92.6 | 96.5 | 98.9 | 6.3 | NA | |
| 81–180 | 15,319 | 86.2 | 93.6 | 98.3 | NA | 8.9 | |
| 181–300 | 10,465 | 90.3 | 96.0 | 99.3 | NA | 7.2 | |
| 301–400 | 5480 | 96.8 | 99.1 | 99.9 | NA | 5.4 | |
| Abdomen ( | 40–60 | 2436 | 77.1 | 85.0 | 94.2 | 10.3 | NA |
| 61–80 | 5309 | 89.4 | 94.1 | 97.8 | 7.3 | NA | |
| 81–180 | 15,074 | 82.7 | 92.0 | 97.7 | NA | 9.6 | |
| 181–300 | 10,108 | 85.1 | 93.4 | 98.8 | NA | 8.3 | |
| 301–400 | 5654 | 93.5 | 98.6 | 99.8 | NA | 6.2 |
MAD, mean absolute difference; NA, not applicable.
Sensor Accuracy by Diabetes Type and Insulin Regimen
| Placement | Diabetes type and insulin regimen | No. of subjects | No. of matched pairs | %15/15 (%) | %20/20 (%) | %30/30 (%) | MARD (%) |
|---|---|---|---|---|---|---|---|
| Arm ( | Type 1 | 252 | 31,948 | 89.8 | 95.4 | 98.8 | 8.2 |
| Type 2—IIT | 46 | 6005 | 88.8 | 94.7 | 98.7 | 8.0 | |
| Type 2—NIIT | 10 | 1240 | 87.7 | 96.0 | 99.0 | 9.2 | |
| Abdomen ( | Type 1 | 253 | 31,109 | 85.0 | 92.5 | 97.9 | 9.3 |
| Type 2—IIT | 48 | 6260 | 87.6 | 95.8 | 99.1 | 8.6 | |
| Type 2—NIIT | 10 | 1212 | 87.8 | 97.2 | 99.6 | 7.6 |
IIT, intensive insulin therapy; NIIT, nonintensive insulin therapy.
Sensor Accuracy at Various Rates of Glucose Concentration Change
| Placement | CGM rate range (mg/dL per minute) | Matched pairs ( | %20/20 (%) | MARD (%) |
|---|---|---|---|---|
| Arm ( | <−2 | 1006 | 90.1 | 9.3 |
| −2 to <−1 | 3266 | 94.0 | 8.4 | |
| −1 to <0 | 15,220 | 96.2 | 8.1 | |
| 0 to 1 | 12,657 | 96.5 | 7.8 | |
| >1 to 2 | 3742 | 94.3 | 8.3 | |
| >2 | 2411 | 90.3 | 9.7 | |
| Abdomen ( | <−2 | 895 | 87.9 | 10.4 |
| −2 to <−1 | 2997 | 91.4 | 9.3 | |
| −1 to <0 | 15,350 | 94.3 | 9.0 | |
| 0 to 1 | 12,486 | 93.6 | 9.0 | |
| >1 to 2 | 3599 | 93.5 | 8.7 | |
| >2 | 2337 | 89.4 | 10.3 |
CGM, continuous glucose monitoring.
Hypoglycemic and Hyperglycemic Alerts and Detections at Various Thresholds
| Condition | Placement | Alert or detection level (mg/dL) | No. of alerts | True alert rate (%) | No. of detections | True detection rate (%) |
|---|---|---|---|---|---|---|
| Hypoglycemia | Arm ( | 55 | 2189 | 51.0 | 1037 | 75.8 |
| 70 | 7339 | 86.9 | 5651 | 88.8 | ||
| 90 | 16,749 | 92.2 | 10,674 | 96.1 | ||
| Abdomen ( | 55 | 2498 | 45.9 | 1046 | 73.3 | |
| 70 | 7554 | 82.1 | 5648 | 87.6 | ||
| 90 | 16,653 | 90.4 | 10,637 | 95.0 | ||
| Hyperglycemia | Arm ( | 120 | 56,899 | 97.0 | 24,147 | 98.5 |
| 180 | 35,465 | 96.4 | 16,454 | 97.8 | ||
| 200 | 29,941 | 96.3 | 14,521 | 97.1 | ||
| 240 | 20,970 | 95.6 | 11,244 | 95.9 | ||
| 300 | 8884 | 90.1 | 6630 | 88.7 | ||
| Abdomen ( | 120 | 56,013 | 97.0 | 23,854 | 98.0 | |
| 180 | 35,401 | 95.9 | 16,295 | 97.2 | ||
| 200 | 30,040 | 95.5 | 14,380 | 96.8 | ||
| 240 | 21,041 | 94.0 | 11,139 | 94.4 | ||
| 300 | 9636 | 84.2 | 6538 | 86.8 |
All participants were considered in the analysis; however, not all participants experienced a hypoglycemic or hyperglycemic event.