To assess the accuracy of “diabetes overtreatment” proxy definitions in predicting hypoglycemia in older adults with type 2 diabetes (T2D).
Inclusion of patients from HYPOAGE cohort with insulin-treated T2D, aged ≥75 years, and using a continuous glycemic monitoring (CGM) device for 28 days. “Diabetes overtreatment” was defined as HbA1c <7.0% (fixed proxy definition) or as HbA1c <7.0%, 7.5%, and 8.0% according to patient’s health status (individualized proxy definition). The primary outcome was time below range (TBR) ≥1%.
Of the 134 patients included (81.6 ± 5.4 years, 59% male), 25 (19%) and 53 (40%) were overtreated, based on fixed and individualized proxy definitions, respectively. CGM data showed TBR >1% in nearly all patients regardless of overtreatment status. Both proxy definitions had low sensitivity (20% [14; 29] and 41% [32; 50]) and accuracy (27% [20; 35] and 44% [35; 53]) in predicting hypoglycemia.
A revised definition of diabetes overtreatment is needed to better manage older insulin-treated patients and protect them from hypoglycemia.
Introduction
Recent clinical practice guidelines recommend to avoid “diabetes overtreatment” in older people living with type 2 diabetes (T2D), conceptually corresponding to an inappropriate level of glycemia that places the patient at high risk of unwanted side effects of glucose-lowering treatment (e.g., hypoglycemia), without providing a clinically implementable definition of this concept (1,2). To assess the prevalence and consequences of diabetes overtreatment, several studies used “proxy definitions of diabetes overtreatment,” based on thresholds of HbA1c (3–6); there is no evidence on the predictive value of these proxy definitions to detect hypoglycemia. This study used data from the HYPOAGE cohort to assess the incidence and predictive value of hypoglycemia associated with proxy definitions of diabetes overtreatment in older insulin-treated patients living with T2D.
Research Design and Methods
Study Design and Population
This ancillary study of the HYPOAGE prospective cohort (6), conducted from November 2017 to March 2020 in six French diabetes clinics, included outpatients aged ≥75 years, with T2D (duration of ≥1 year), treated by a glucose-lowering therapy including insulin for ≥6 consecutive months, with an HbA1c measurement at baseline and with ≥2 self-monitoring blood glucose (SMBG) measurements per day (Supplementary Table 1).
Continuous Glycemic Monitoring Metrics
All patients agreed to place a continuous glycemic monitoring (CGM) device (FreeStyle Libre Pro [FSLP] Sensor; Abbott Diabetes Care, Wiesbaden, Germany) for 28 consecutive days. CGM data were collected in double-blind conditions.
CGM data are reported as a percentage of the total time spent in different ranges (7): time above range (TAR) for glycemia >180 mg/dL (level 1 TAR [glycemia 181–250 mg/dL] and level 2 TAR [glycemia >250 mg/dL]), time in range for glycemia 70–180 mg/dL, and time below range (TBR) for glycemia <70 mg/dL (level 1 TBR [glycemia 54–69 mg/dL] and level 2 TBR [glycemia <54 mg/dL]). We differentiated diurnal (6 a.m. to midnight) and nocturnal (midnight to 6 a.m.) time.
Measurements at Baseline
Sociodemographic (age, sex), clinical, biological, and comprehensive geriatric assessment data were collected at baseline. HbA1c was expressed as percent (National Glycohemoglobin Standardization Program) and millimoles per mole (International Federation of Clinical Chemistry). Health status was defined according to the three-tiered Blaum classification (8) (Supplementary Fig. 1).
Definitions of Diabetes Overtreatment
We used two different proxy definitions of diabetes overtreatment from previous studies (1):
“Fixed proxy definition” (9): HbA1c <7.0% (<53 mmol/mol)
“Individualized proxy definition” (3,10): HbA1c <7.0% (53 mmol/mol), <7.5% (58 mmol/mol), and <8.0% (64 mmol/mol) for patients in good, intermediate, and poor health status, respectively (Supplementary Fig. 1)
Outcomes
The primary outcome was the TBR ≥1% (i.e., ≥15 min/day).
Secondary outcomes were ≥1% of level 1 TBR, ≥1% of level 2 TBR, and the occurrence of ≥1 confirmed hypoglycemic event (<70 mg/dL) measured by SMBG.
Statistical Analyses
Continuous data were expressed as means ± SD or medians [interquartile range], while categorical data were shown as number (percent). Comparisons between overtreated and non-overtreated groups used Student t test or Wilcoxon rank sum test for continuous variables, and Pearson χ2 test, or Fisher exact test for categorical variables. The diagnostic performance of overtreatment proxy definitions was assessed using measures of sensitivity, specificity, and accuracy (Supplementary Table 1). Statistical analyses were conducted with SAS version 9.4 (SAS Institute, Cary, NC), with P value <0.05 considered statistically significant.
Results
Of the 141 patients with full follow-up of the HYPOAGE cohort, 134 had HbA1c measurement at baseline and were included in this ancillary study (Supplementary Fig. 2).
Baseline Patients’ Characteristics
Among the 134 patients aged 81.6 ± 5.4 years, with 41% female, 67 (54.5%) met the Fried criteria for frailty, 57 (42.5%) had malnutrition, and 29 (21.6%) were nursing home residents (Table 1). According to Blaum classification, global health was good in 16 (12%), intermediate in 67 (50%), and poor in 51 (38%) patients (criteria provided in Supplementary Fig. 1).
. | Diabetes overtreatment, fixed proxy definition . | Diabetes overtreatment, individualized proxy definition . | ||||
---|---|---|---|---|---|---|
. | No, n = 109 (81.3%) . | Yes, n = 25 (18.7%) . | P value . | No, n = 81 (60.4%) . | Yes, n = 53 (39.6%) . | P value . |
Age, years | 81.7 ± 5.5 | 80.8 ± 4.9 | 0.417 | 81.4 ± 5.4 | 81.8 ± 5.5 | 0.608 |
Female | 48 (44.0%) | 7 (28.0%) | 0.142 | 37 (45.7%) | 18 (34.0%) | 0.178 |
BMI ≥30 kg/m² | 42 (40.0%) | 14 (58.3%) | 0.102 | 32 (40.5%) | 24 (48.0%) | 0.403 |
Diabetes duration, years | 26.0 ± 11.4 | 22.2 ± 11.8 | 0.150 | 26.9 ± 11.7 | 22.8 ± 10.8 | 0.059 |
History of severe hypoglycemia* | 9 (8.3%) | 0 (0%) | 0.363 | 7 (8.6%) | 2 (3.8%) | 0.482 |
HbA1c, % [mmol/mol]† | 8.2 ± 0.8 [66 ± 9] | 6.5 ± 0.5 [48 ± 5] | <0.001 | 8.5 ± 0.8 [69 ± 9] | 7.0 ± 0.6 [53 ± 7] | <0.001 |
CKD-EPI, mL/min | 63.2 ± 20.5 | 48.2 ± 25.4 | 0.003 | 63.9 ± 20.0 | 55.4 ± 24.2 | 0.033 |
CIRS-G score (0–56) | 12.0 ± 4.6 | 13.1 ± 5.6 | 0.317 | 11.6 ± 4.6 | 13.1 ± 5.0 | 0.101 |
Diabetes comorbidities | ||||||
Macrovascular diseases | 68 (63.0%) | 14 (58.3%) | 0.672 | 52 (65.0%) | 30 (57.7%) | 0.398 |
Chronic kidney disease | 49 (45.4%) | 18 (75.0%) | 0.009 | 34 (42.5%) | 33 (63.5%) | 0.019 |
Retinopathy | 34 (36.2%) | 6 (27.3%) | 0.429 | 26 (36.6%) | 14 (31.1%) | 0.543 |
Neuropathy | 52 (51.0%) | 12 (52.2%) | 0.918 | 36 (48.0%) | 28 (56.0%) | 0.381 |
Geriatric syndromes | ||||||
ADL dependence (0–6) | 4.7 ± 1.6 | 4.5 ± 1.8 | 0.654 | 4.9 ± 1.4 | 4.3 ± 1.9 | 0.040 |
Nursing home | 25 (22.9%) | 4 (16.0%) | 0.448 | 18 (22.2%) | 11 (20.8%) | 0.840 |
Frailty (Fried) | 54 (53.5%) | 13 (59.1%) | 0.631 | 38 (50.7%) | 29 (60.4%) | 0.290 |
MMSE score (0–30) | 23.0 ± 5.3 | 24.5 ± 5.6 | 0.226 | 23.0 ± 5.5 | 23.8 ± 5.1 | 0.383 |
Cognitive impairment‡ | 90 (84.9%) | 16 (66.7%) | 0.076 | 64 (82.1%) | 42 (80.8%) | 0.854 |
Risk of depression | 49 (47.6%) | 10 (40.0%) | 0.496 | 36 (45.6%) | 23 (46.9%) | 0.880 |
Malnutrition§ | 47 (46.1%) | 10 (41.7%) | 0.696 | 34 (44.7%) | 23 (46.0%) | 0.889 |
Global health status | ||||||
Good | 12 (11.0%) | 4 (16.0%) | 0.632 | 12 (14.8%) | 4 (7.5%) | 0.252 |
Intermediate | 54 (49.5%) | 13 (52.0%) | 42 (51.9%) | 25 (47.2%) | ||
Poor | 43 (39.4%) | 8 (32.0%) | 27 (33.3%) | 24 (45.3%) | ||
Use of GLD classes (added to insulin) | ||||||
SU or repaglinide | 21 (19.3%) | 1 (4.0%) | 0.075 | 17 (21.0%) | 5 (9.4%) | 0.078 |
Metformin | 54 (49.5%) | 6 (24.0%) | 0.021 | 44 (54.3%) | 16 (30.2%) | 0.006 |
DPP-4 inhibitors | 26 (23.9%) | 6 (24.0%) | 0.988 | 19 (23.5%) | 13 (24.5%) | 0.887 |
GLP-1 RAs | 9 (8.3%) | 2 (8.0%) | 0.999 | 6 (7.4%) | 5 (9.4%) | 0.752 |
. | Diabetes overtreatment, fixed proxy definition . | Diabetes overtreatment, individualized proxy definition . | ||||
---|---|---|---|---|---|---|
. | No, n = 109 (81.3%) . | Yes, n = 25 (18.7%) . | P value . | No, n = 81 (60.4%) . | Yes, n = 53 (39.6%) . | P value . |
Age, years | 81.7 ± 5.5 | 80.8 ± 4.9 | 0.417 | 81.4 ± 5.4 | 81.8 ± 5.5 | 0.608 |
Female | 48 (44.0%) | 7 (28.0%) | 0.142 | 37 (45.7%) | 18 (34.0%) | 0.178 |
BMI ≥30 kg/m² | 42 (40.0%) | 14 (58.3%) | 0.102 | 32 (40.5%) | 24 (48.0%) | 0.403 |
Diabetes duration, years | 26.0 ± 11.4 | 22.2 ± 11.8 | 0.150 | 26.9 ± 11.7 | 22.8 ± 10.8 | 0.059 |
History of severe hypoglycemia* | 9 (8.3%) | 0 (0%) | 0.363 | 7 (8.6%) | 2 (3.8%) | 0.482 |
HbA1c, % [mmol/mol]† | 8.2 ± 0.8 [66 ± 9] | 6.5 ± 0.5 [48 ± 5] | <0.001 | 8.5 ± 0.8 [69 ± 9] | 7.0 ± 0.6 [53 ± 7] | <0.001 |
CKD-EPI, mL/min | 63.2 ± 20.5 | 48.2 ± 25.4 | 0.003 | 63.9 ± 20.0 | 55.4 ± 24.2 | 0.033 |
CIRS-G score (0–56) | 12.0 ± 4.6 | 13.1 ± 5.6 | 0.317 | 11.6 ± 4.6 | 13.1 ± 5.0 | 0.101 |
Diabetes comorbidities | ||||||
Macrovascular diseases | 68 (63.0%) | 14 (58.3%) | 0.672 | 52 (65.0%) | 30 (57.7%) | 0.398 |
Chronic kidney disease | 49 (45.4%) | 18 (75.0%) | 0.009 | 34 (42.5%) | 33 (63.5%) | 0.019 |
Retinopathy | 34 (36.2%) | 6 (27.3%) | 0.429 | 26 (36.6%) | 14 (31.1%) | 0.543 |
Neuropathy | 52 (51.0%) | 12 (52.2%) | 0.918 | 36 (48.0%) | 28 (56.0%) | 0.381 |
Geriatric syndromes | ||||||
ADL dependence (0–6) | 4.7 ± 1.6 | 4.5 ± 1.8 | 0.654 | 4.9 ± 1.4 | 4.3 ± 1.9 | 0.040 |
Nursing home | 25 (22.9%) | 4 (16.0%) | 0.448 | 18 (22.2%) | 11 (20.8%) | 0.840 |
Frailty (Fried) | 54 (53.5%) | 13 (59.1%) | 0.631 | 38 (50.7%) | 29 (60.4%) | 0.290 |
MMSE score (0–30) | 23.0 ± 5.3 | 24.5 ± 5.6 | 0.226 | 23.0 ± 5.5 | 23.8 ± 5.1 | 0.383 |
Cognitive impairment‡ | 90 (84.9%) | 16 (66.7%) | 0.076 | 64 (82.1%) | 42 (80.8%) | 0.854 |
Risk of depression | 49 (47.6%) | 10 (40.0%) | 0.496 | 36 (45.6%) | 23 (46.9%) | 0.880 |
Malnutrition§ | 47 (46.1%) | 10 (41.7%) | 0.696 | 34 (44.7%) | 23 (46.0%) | 0.889 |
Global health status | ||||||
Good | 12 (11.0%) | 4 (16.0%) | 0.632 | 12 (14.8%) | 4 (7.5%) | 0.252 |
Intermediate | 54 (49.5%) | 13 (52.0%) | 42 (51.9%) | 25 (47.2%) | ||
Poor | 43 (39.4%) | 8 (32.0%) | 27 (33.3%) | 24 (45.3%) | ||
Use of GLD classes (added to insulin) | ||||||
SU or repaglinide | 21 (19.3%) | 1 (4.0%) | 0.075 | 17 (21.0%) | 5 (9.4%) | 0.078 |
Metformin | 54 (49.5%) | 6 (24.0%) | 0.021 | 44 (54.3%) | 16 (30.2%) | 0.006 |
DPP-4 inhibitors | 26 (23.9%) | 6 (24.0%) | 0.988 | 19 (23.5%) | 13 (24.5%) | 0.887 |
GLP-1 RAs | 9 (8.3%) | 2 (8.0%) | 0.999 | 6 (7.4%) | 5 (9.4%) | 0.752 |
Data are presented as mean ± SD or n (%). ADL, activities of daily living (from 0 [severe functional dependence] to 6 of 6 [full functional independence]); CIRS-G score, cumulative illness rating scale–geriatric (from 0 [light] to 56 [heavy]); DPP-4, dipeptidyl peptidase 4; GLD, glucose-lowering drug; GLP-1 RA, glucagon-like peptide 1 receptor agonist; MMSE, Mini-Mental State Examination; SUs, sulfonylureas.
*Severe hypoglycemia is hypoglycemia requiring assistance of another person.
†HbA1c values were presented according to the standards of the National Glycohemoglobin Standardization Program (in percent) and those of the International Federation of the Clinical Chemists (in mmol/mol).
‡Cognitive impairment was defined as MMSE <24 of 30 and/or BREF (Batterie Rapide d'Efficience Frontale) score <16 of 18 (cutoff with high sensitivity and low specificity).
§Risk or presence of malnutrition, based on BMI and Mini-Nutritional Assessment. As a reminder, all participants (100%) were treated by insulin.
At baseline, the mean HbA1c was 7.9 ± 1% (63 ± 11 mmol/mol). All participants were on insulin therapy, and the glucose-lowering regimen is detailed, with 22 (16%) on sulfonylurea or repaglinide (Supplementary Table 2).
Overall, 25 patients (18.7%) were classified as overtreated based on the fixed proxy definition and 53 patients (39.6%) based on the individualized proxy definition (Table 1).
The overtreated patients (for both definitions), as compared with the other patients, had lower HbA1c, lower eGFR, and lower use of metformin. Overtreated patients according to the individualized proxy definition also showed lower functional independence (by definition). No other significant difference was observed between overtreated and non-overtreated patients (Table 1 and Supplementary Table 2).
CGM Metrics
Figure 1 (and Supplementary Table 2) shows the CGM metrics according to the presence or the absence of diabetes overtreatment. Trends for higher median TBR were observed in overtreated patients compared with non-overtreated patients using the fixed proxy definition (6.3% [1.1; 12.1] vs. 2.6% [0.9; 6.4]; P = 0.059) and the individualized proxy definition (4.1% [1.1; 12.1] vs. 2.6% [0.9; 5.1]; P = 0.070). Statistically significant differences were observed between overtreated participants and non-overtreated ones in the median time spent in level 1 TBR using the fixed definition (4.3% [1.1; 6.1] vs. 2.0% [0.6; 4.1]; P = 0.034) and the individualized proxy definition (3.6% [0.9; 6.1] vs. 2.0% [0.6; 3.6]; P = 0.038). The median time in range was higher in overtreated patients than in non-overtreated patients using the fixed proxy definition (82.4% [73.1; 90.0] vs. 65.7% [50.0; 78.3]; P < 0.001), and the individualized proxy definition (79.6% [64.2; 86.1] vs. 62.6% [46.7; 75.6]; P < 0.001). The median TAR was lower in overtreated patients than in non-overtreated patients using the fixed definition (5.9% [2.7; 16.6] vs. 28.0% [15.4; 44.7]; P < 0.001) and the individualized definition (15.4% [4.0; 26.7] vs. 29.9% [18.3; 51.2]; P < 0.001). The same pattern of CGM metrics distribution was found for level 1 TAR and level 2 TAR.
In overtreated participants, the median coefficient of variation indicating glycemic variability was 31.7% [29.0; 35.7] and 32.6% [29.2; 37.7] using the fixed and individualized proxy definitions, respectively, not significantly different from non-overtreated participants (Supplementary Table 2).
Hypoglycemia
In participants with diabetes overtreatment, the incidence of hypoglycemia, defined as TBR ≥1%, was 100% using the fixed proxy definition and 94.3% using the individualized proxy definition. A significant difference in TBR ≥1% during nocturnal time between overtreated and non-overtreated patients was observed using the fixed proxy definition.
The incidence of level 1 TBR ≥1% was 100% and 92.5%, and of level 2 TBR ≥1% was 92.0% and 81.1%, respectively, according to the fixed and individualized proxy definitions (Table 2). Level 2 TBR ≥1% was more frequent in overtreated patients than in non-overtreated patients with the fixed proxy definition (92.0% vs. 72.5%, P = 0.039) but not with the individualized proxy definition (Table 2).
. | Diabetes overtreatment, fixed proxy definition, n (%) . | Diabetes overtreatment, individualized proxy definition, n (%) . | ||||
---|---|---|---|---|---|---|
. | No, n = 109 (81.3) . | Yes, n = 25 (18.7) . | P value . | No, n = 81 (60.4) . | Yes, n = 53 (39.6) . | P value . |
TBR ≥1% (glycemia <70 mg/dL) | 98 (89.9) | 25 (100.0) | 0.217 | 73 (90.1) | 50 (94.3) | 0.526 |
Nocturnal TBR ≥1% | 89 (81.7) | 25 (100.0) | 0.025 | 68 (84.0) | 46 (86.8) | 0.652 |
Diurnal TBR ≥1% | 98 (89.9) | 24 (96.0) | 0.464 | 73 (90.1) | 49 (92.5) | 0.763 |
Level 1 TBR ≥1% (54 mg/dL < glycemia < 70 mg/dL) | 97 (89.0) | 25 (100.0) | 0.122 | 73 (90.1) | 49 (92.5) | 0.763 |
Level 2 TBR ≥ 1% (glycemia <54 mg/dL) | 79 (72.5) | 23 (92.0) | 0.039 | 59 (72.8) | 43 (81.1) | 0.271 |
≥1 Hypoglycemic episode (SMBG <70 mg/dL) | 42 (38.5) | 9 (36.0) | 0.814 | 31 (38.3) | 20 (37.7) | 0.950 |
. | Diabetes overtreatment, fixed proxy definition, n (%) . | Diabetes overtreatment, individualized proxy definition, n (%) . | ||||
---|---|---|---|---|---|---|
. | No, n = 109 (81.3) . | Yes, n = 25 (18.7) . | P value . | No, n = 81 (60.4) . | Yes, n = 53 (39.6) . | P value . |
TBR ≥1% (glycemia <70 mg/dL) | 98 (89.9) | 25 (100.0) | 0.217 | 73 (90.1) | 50 (94.3) | 0.526 |
Nocturnal TBR ≥1% | 89 (81.7) | 25 (100.0) | 0.025 | 68 (84.0) | 46 (86.8) | 0.652 |
Diurnal TBR ≥1% | 98 (89.9) | 24 (96.0) | 0.464 | 73 (90.1) | 49 (92.5) | 0.763 |
Level 1 TBR ≥1% (54 mg/dL < glycemia < 70 mg/dL) | 97 (89.0) | 25 (100.0) | 0.122 | 73 (90.1) | 49 (92.5) | 0.763 |
Level 2 TBR ≥ 1% (glycemia <54 mg/dL) | 79 (72.5) | 23 (92.0) | 0.039 | 59 (72.8) | 43 (81.1) | 0.271 |
≥1 Hypoglycemic episode (SMBG <70 mg/dL) | 42 (38.5) | 9 (36.0) | 0.814 | 31 (38.3) | 20 (37.7) | 0.950 |
The glucose concentration values corresponding to the TBR was <70 mg/dL, to the level 1 TBR was between 54 and 69 mg/dL, and to the level 2 TBR was <54 mg/dL. Values are based on data from the 28-day CGM. Nocturnal time was between midnight and 6:00 a.m. Diurnal time was between 6:00 a.m. and midnight.
Predictive Value of Diabetes Overtreatment Definitions for Hypoglycemia
Overall, diabetes overtreatment based on an HbA1c threshold had a low sensitivity, specificity, and accuracy for the prediction of hypoglycemia (e.g., TBR ≥1%). The individualized proxy definition of diabetes overtreatment, as compared with the fixed proxy definition, showed higher sensitivity and higher accuracy for the prediction of hypoglycemia (Table 3).
. | Hypoglycemic event, n (%) or % [95% CI] . | . | |||||
---|---|---|---|---|---|---|---|
. | Fixed proxy definition of diabetes overtreatment . | Individualized proxy definition of diabetes overtreatment . | . | ||||
. | Yes . | No . | Total . | Yes . | No . | Total . | P value . |
Overtreated | 25 (100) | 0 (0) | 25 | 50 (94) | 3 (6) | 53 | — |
Non-overtreated | 98 (90) | 11 (10) | 109 | 73 (90) | 8 (10) | 81 | — |
Total | 123 (92) | 11 (8) | 134 | 123 (92) | 11 (8) | 134 | — |
Predictive performance | |||||||
Sensitivity | 20 [14; 29] | 41 [32; 50] | <0.001 | ||||
Specificity | 100 [71; 89] | 73 [39; 94] | 0.083 | ||||
Accuracy | 27 [20; 35] | 44 [35; 53] | <0.001 |
. | Hypoglycemic event, n (%) or % [95% CI] . | . | |||||
---|---|---|---|---|---|---|---|
. | Fixed proxy definition of diabetes overtreatment . | Individualized proxy definition of diabetes overtreatment . | . | ||||
. | Yes . | No . | Total . | Yes . | No . | Total . | P value . |
Overtreated | 25 (100) | 0 (0) | 25 | 50 (94) | 3 (6) | 53 | — |
Non-overtreated | 98 (90) | 11 (10) | 109 | 73 (90) | 8 (10) | 81 | — |
Total | 123 (92) | 11 (8) | 134 | 123 (92) | 11 (8) | 134 | — |
Predictive performance | |||||||
Sensitivity | 20 [14; 29] | 41 [32; 50] | <0.001 | ||||
Specificity | 100 [71; 89] | 73 [39; 94] | 0.083 | ||||
Accuracy | 27 [20; 35] | 44 [35; 53] | <0.001 |
Sensitivity , specificity , and accuracy , considering true positive (TP) as the proportion of hypoglycemic patients with overtreatment, true negative (TN) as the proportion of non-nonhypoglycemic patients without overtreatment, false negative (FN) as the proportion of hypoglycemic patients without overtreatment, and false positive (FP) as the proportion of nonhypoglycemic patients with overtreatment. All measures of diagnostic performances were presented with their 95% CI. P values for comparisons of predictive performance between fixed and individualized proxy definitions of diabetes overtreatment were assessed using McNemar test.
Conclusions
This analysis of the HYPOAGE cohort found no association between proxy definitions of diabetes overtreatment and occurrence of hypoglycemia in insulin-treated older adults living with T2D. Both fixed and individualized proxy definitions had low predictive value for hypoglycemia in this population. Our findings align with previous studies on diabetes overtreatment prevalence (3,9,11) but contradict those associating overtreatments with hypoglycemia (12). The high prevalence of hypoglycemia we found may be attributed to our use of CGM, differences in study population, settings, or outcomes definitions.
Our results therefore challenge the use of these proxy definitions of diabetes overtreatment for the detection of hypoglycemia, which is nevertheless assumed by various studies (1,3,9,11). One of the main issues of these proxy definitions is their reliance solely on (sometimes physiological) HbA1c levels. While HbA1c is effective for monitoring glycemic control over several weeks, previous research has demonstrated the weak link between low HbA1c and hypoglycemia (13,14). Furthermore, recent evidence and progress in glucose-lowering treatment, including insulin therapies, allow for improved glycemic control (with lower HbA1c) without significantly increasing hypoglycemia risk (15–17).
This finding underscores the necessity for a revised proxy definition of diabetes overtreatment. The prospect of a new CGM-based proxy definition is promising, yet it is premature to assert its validity. Our results require further validation, and the association between CGM metrics and adverse clinical outcomes must be thoroughly explored in this older population.
This study is the first to use CGM data to explore diabetes overtreatment and hypoglycemia in older adults with T2D, benefiting from prospective high-quality multicenter cohort data. However, all patients were treated with insulin, possibly underestimating the predictive values of overtreatment definitions. Moreover, the used CGM device might have introduced a measurement bias, overestimating hypoglycemia prevalence (18). Nevertheless, this bias is consistent across all patients, likely having minimal impact on outcomes. In addition, similar conclusions were found when using SMBG-confirmed hypoglycemia.
In conclusion, this study underscores the urgent need to explore alternative approaches for identifying older patients with T2D at risk for hypoglycemia from intensive glucose-lowering therapy. Addressing these issues is pivotal in optimizing the management of diabetes in older patients and mitigating the adverse consequences of glucose-lowering treatment.
This article contains supplementary material online at https://doi.org/10.2337/figshare.26524384.
See accompanying article, p. 47.
*A complete list of HYPOAGE Study Group members can be found in the supplementary material online.
Article Information
Acknowledgments. We thank the investigators of HYPOAGE: Guillaume Chapelet and Matthieu Wargny (Centre Hospitalier Universitaire de [CHU] Nantes, France); Ingrid Allix, Claire Briet, and Cédric Annweiller (CHU Angers, France); Nathalie Cervantes and Alfred Penfornis (Centre Hospitalier Sud Francilien, Corbeil-Essonnes, France); Isabelle Delabrière and Rachel Litke (Centre Hospitalier Régional Universitaire de Lille, France); Pierre Gourdy and Sophie Guyonnet (CHU Toulouse, France); and Mac Paccalin and Pierre-Jean Saulnier (CHU Poitiers, France). We are indebted to Marielle Joliveau, Pamela Hublain, and Carole Agasse (CHU Nantes, France) for their assistance in patient screening and enrollment.
Funding. This Investigator Sponsored Study was funded by Sanofi.
Sanofi had no role in the design, methods, recruitment, data collections, or the analysis and preparation of the paper.
Duality of Interest. B.C. reports grants from Amgen, LVL-Air Liquide, Sanofi, and Ypsomed, and personal fees from Abbott, Amgen, AstraZeneca, Bristol-Myers Squibb, Eli Lilly and Company, LVL-Air Liquide Novartis, Novo Nordisk, Sanofi, and Ultragenyx. No other potential conflicts of interest relevant to this article were reported.
Author Contributions. A.C., A.-S.B., S.H., and B.C. designed the ancillary study. A.C. and B.G. performed the statistical analyses. A.-S.B., L.d.D., S.H., and B.C. recruited and followed study patients. A.C. drafted the first version of the manuscript. All coauthors critically reviewed and edited the manuscript. B.C. is the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Prior Presentation. The results of this study were presented during a commented poster session at the Annual Meeting of the Société Francophone du Diabète, Toulouse, France, 19–22 March 2024.
Handling Editors. The journal editors responsible for overseeing the review of the manuscript were Steven E. Kahn and Vanita R. Aroda.