| Literature DB >> 35900879 |
Andrew P McGovern1,2, Kagabo D Hirwa1, Abigail K Wong2, Claire J E Holland2, Isabelle Mayne2, Aisha Hashimi1, Rachael Thompson1, Vicky Creese1, Sarah Havill1, Tina Sanders1, Jennifer Blackman1, Bijay Vaidya1,2, Andrew T Hattersley1,2.
Abstract
AIMS: Elevated fasting blood glucose in gestational diabetes (GDM) is a key predictor of high birthweight babies and adverse pregnancy outcomes but is hard to treat. We implemented a simple, patient-led, insulin dose titration algorithm aiming to improve fasting glycaemic control in GDM.Entities:
Keywords: algorithms; birth weight; blood glucose; diabetes; gestational; hyperglycemia; insulin; self-management
Mesh:
Substances:
Year: 2022 PMID: 35900879 PMCID: PMC9544985 DOI: 10.1111/dme.14926
Source DB: PubMed Journal: Diabet Med ISSN: 0742-3071 Impact factor: 4.213
FIGURE 1The GDM treatment process adopted in our centre. The patient‐led daily insulin intensification algorithm is described in the section below the dotted line. *National criteria used for diagnosis in our clinic are those recommended by NICE (NICE guideline NG3).
The baseline characteristics of women with gestational diabetes (n = 198) included in the study before and after the implementation of a patient‐led insulin dose titration algorithm.
| Not treated with basal insulin ( | Treated with basal insulin ( | All participants ( | |||||||
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| Before implementation | After implementation |
| Before implementation | After implementation |
| Before implementation | After implementation |
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| Maternal age (years): mean (SD) | 31.6 (5.6) | 32.4 (6.0) | 0.412 | 32.0 (5.4) | 31.0 (5.3) | 0.462 | 31.7 (5.5) | 31.8 (5.7) | 0.901 |
| Maternal Ethnicity: | 0.993 | 0.727 | 0.855 | ||||||
| White | 60 (80.0) | 40 (80.0) | 26 (86.7) | 38 (88.4) | 86 (81.9) | 78 (83.9) | |||
| Asian | 11 (14.7) | 7 (14.0) | 1 (3.3) | 1 (2.3) | 12 (11.4) | 8 (8.6) | |||
| Other | 3 (4.0) | 2 (4.0) | 1 (3.3) | 3 (7.0) | 4 (3.8) | 5 (5.4) | |||
| Missing | 1 (1.3) | 1 (2.0) | 2 (6.7) | 1 (2.3) | 3 (2.9) | 2 (2.2) | |||
| Pre‐pregnancy weight (kg): mean (SD) | 82.6 (19.6) | 80.6 (17.3) | 0.596 | 97.9 (24.3) | 98.6 (17.7) | 0.888 | 86.6 (21.9) | 89.5 (19.6) | 0.367 |
| Pre‐pregnancy BMI (kg/m2): mean (SD) | 31.2 (6.9) | 30.6 (6.1) | 0.637 | 34.9 (7.6) | 36.7 (5.7) | 0.233 | 32.2 (7.3) | 33.4 (6.6) | 0.237 |
| Current smoker: | 9 (12.0) | 10 (20.0) | 0.334 | 4 (13.3) | 7 (16.3) | 0.989 | 13 (12.4) | 17 (18.3) | 0.339 |
| Oral glucose tolerance test: mean (SD) | |||||||||
| Fasting glucose (mmol/L) | 5.2 (1.0) | 5.1 (0.8) | 0.531 | 6.4 (1.6) | 6.1 (1.3) | 0.397 | 5.5 (1.3) | 5.6 (1.2) | 0.842 |
| 120‐min glucose (mmol/L) | 8.1 (1.5) | 8.3 (1.4) | 0.489 | 7.9 (2.7) | 8.0 (1.7) | 0.862 | 8.1 (1.9) | 8.2 (1.6) | 0.712 |
Data was missing for one (0.5%) patient.
FIGURE 2Outcomes of gestational diabetes pregnancies treated with basal insulin before (n = 30) and after (n = 43) the implementation of a patient‐led daily insulin titration algorithm: (a) Total daily insulin dose at 36 weeks gestation (units per kg of pre‐pregnancy weight), (b) Mean fasting glucose at 36 weeks gestation, and (c) Birthweight Z‐score. The blue boxes display the interquartile range and median value.
The maternal and neonatal outcomes of gestational diabetes pregnancies treated with insulin before and after the implementation of a patient‐led insulin dose titration algorithm.
| Not treated with basal insulin ( | Treated with basal insulin ( | |||||
|---|---|---|---|---|---|---|
| Before implementation | After implementation |
| Before implementation | After implementation |
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| Diabetes treatment usage | ||||||
| Metformin treatment: | 24 (32.0) | 18 (36.0) | 0.787 | 8 (26.7) | 16 (37.2) | 0.490 |
| Meal‐time insulin: | 4 (5.3) | 1 (2.0) | 0.641 | 12 (40.0) | 15 (34.9) | 0.842 |
| Basal insulin: | 0 (0.0) | 0 (0.0) | NA | 30 (100.0) | 43 (100.0) | NA |
| Diabetes outcomes at 36 weeks gestation | ||||||
| Total daily insulin dose | 0.55 (2.32) | 0.25 (1.73) | 0.448 | 36.4 (35.0) | 53.1 (27.4) | 0.027 |
| Total daily insulin dose | 0.01 (0.03) | 0.00 (0.03) | 0.639 | 0.37 (0.38) | 0.56 (0.29) | 0.029 |
| Total daily insulin dose excluding meal‐time insulin | 0.0 (0.0) | 0.0 (0.0) | NA | 26.6 (21.7) | 40.6 (18.8) | 0.005 |
| Mean fasting glucose | 4.85 (0.36) | 4.76 (0.45) | 0.555 | 5.12 (0.71) | 4.57 (0.38) | 0.031 |
| Mean fasting glucose below recommended target | 21 (75.0) | 21 (84.0) | 0.724 | 8 (66.7) | 18 (94.7) | 0.117 |
| Per cent of fasting glucose values | 3.7 (11.2) | 2.8 (8.6) | 0.793 | 11.1 (27.2) | 12.2 (17.4) | 0.913 |
| Per cent of fasting glucose values | 0.0 (0.0) | 0.0 (0.0) | NA | 0.0 (0.0) | 1.1 (4.3) | 0.541 |
| Neonatal characteristics | ||||||
| Gestation at delivery (weeks): mean (SD) | 38.3 (1.0) | 38.1 (1.3) | 0.407 | 37.2 (1.7) | 37.9 (1.1) | 0.049 |
| Male sex: | 36 (48.0) | 22 (44.0) | 0.798 | 16 (53.3) | 22 (51.2) | 1.000 |
| Birthweight (kg): mean (SD) | 3.33 (0.49) | 3.23 (0.50) | 0.238 | 3.38 (0.61) | 3.24 (0.42) | 0.268 |
| Birthweight Z‐score: mean (SD) | 0.36 (0.85) | 0.23 (0.93) | 0.420 | 0.92 (0.91) | 0.34 (0.77) | 0.005 |
| Adjusted birthweight centile: mean (SD) | 59.6 (29.9) | 54.7 (29.4) | 0.364 | 72.3 (31.3) | 55.7 (27.8) | 0.020 |
| LGA [>90th adjusted birthweight centile]: | 15 (20.0) | 8 (16.0) | 0.742 | 11 (36.7) | 4 (9.3) | 0.011 |
| SGA [<10th adjusted birthweight centile]: | 4 (5.3) | 4 (8.0) | 0.823 | 1 (3.3) | 2 (4.7) | 1.000 |
| Delivery outcomes | ||||||
| Induction of labour: | 46 (61.3) | 30 (60.0) | 0.694 | 15 (50.0) | 28 (65.1) | 0.294 |
| Delivery mode: | 0.839 | 0.116 | ||||
| Vaginal delivery | 44 (58.7) | 30 (60.0) | 13 (43.3) | 28 (65.1) | ||
| Instrumental vaginal delivery | 3 (4.0) | 3 (6.0) | 3 (10.0) | 1 (2.3) | ||
| Caesarean section | 28 (37.3) | 17 (34.0) | 14 (46.7) | 14 (32.6) | ||
| Preterm delivery: | 4 (5.3) | 3 (6.0) | 1.000 | 4 (13.3) | 5 (11.6) | 1.000 |
| Macrosomia: | 7 (9.3) | 4 (8.0) | 1.000 | 5 (16.7) | 1 (2.3) | 0.078 |
| Neonatal unit admissions: | 9 (12.0) | 9 (18.0) | 0.499 | 9 (30.0) | 7 (16.3) | 0.268 |
Abbreviations: LGA, large for gestational age; NA, not applicable; SD, standard deviation; SGA, small for gestational age.
Data was available in the non‐insulin‐treated group for all insulin‐treated women in the before and after groups and in the insulin treated group for 29 (97%) women before implementation and 42 (98%) after.
Data was available in the non‐insulin treated group for 25 (36%) women before implementation and 24 (51%) after and the insulin‐treated group for 15 (46%) before and 19 (44%) after.
The associations between the initiation of patient‐led basal insulin titration and pregnancy outcomes in linear regression models.
| Adjusted change associated with the intervention | ||
|---|---|---|
| Non‐insulin treated (comparator) group estimate (95% CI; | Insulin treated group estimate (95% CI; | |
| Increase in total daily insulin dose at 36 weeks gestation | NA | 0.21 (0.03 to 0.38; |
| Change in mean fasting glucose at 36 weeks gestation | −0.12 (−0.42 to 0.18; | −0.54 (−1.07 to −0.02; |
| Change in birthweight Z‐score | −0.18 (−0.50 to 0.14; | −0.61 (−1.01 to −0.22; |
Abbreviation: NA, not applicable.
Complete data was available in the insulin‐treated group for 29 (97%) women before implementation and 41 (95%) after. Retained model adjustment variables: maternal age and maternal BMI.
Complete data was available in the non‐insulin‐treated group for 25 (36%) women before implementation and 24 (51%) after and the insulin‐treated group for 15 (46%) before and 18 (42%) after. Retained model adjustment variables: maternal ethnicity, and metformin use.
Complete data was available in the non‐insulin‐treated group for 75 (100%) women before implementation and 50 (100%) after and the insulin‐treated group for 30 (100%) before and 42 (98%) after. Retained adjustment variables: maternal age, maternal ethnicity, and metformin use.