| Literature DB >> 34064492 |
Jincy Immanuel1, Jeff Flack1,2,3, Vincent W Wong3,4, Lili Yuen1, Carl Eagleton5, Dorothy Graham6, Janet Lagstrom7, Louise Wolmarans8, Michele Martin9, Ngai Wah Cheung10, Suja Padmanabhan10, Victoria Rudland10, Glynis Ross11, Robert G Moses9, Louise Maple-Brown12,13, Ian Fulcher14, Julie Chemmanam15, Christopher J Nolan16,17, Jeremy J N Oats18, Arianne Sweeting11, David Simmons1,19.
Abstract
BACKGROUND: To test the feasibility of benchmarking the care of women with pregnancies complicated by hyperglycaemia.Entities:
Keywords: HbA1c; audit; gestational diabetes mellitus; healthcare benchmarking; pregnancy; pregnancy outcomes; type 1 diabetes mellitus; type 2 diabetes mellitus
Year: 2021 PMID: 34064492 PMCID: PMC8125192 DOI: 10.3390/ijerph18094899
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
ADIPS key recommendations that were audited for women with diabetes [17].
| No | Best Practice Recommendations for Women with Diabetes |
|---|---|
| 1 | All pregnancies should be intended pregnancies. |
| 2 | Pre-pregnancy counselling regarding risks should be provided. |
| 3 | Teratogenic medications should be avoided before conception and during pregnancy. |
| 4 | Blood glucose should be near normal before conception and during pregnancy. |
| 5 | Women should receive high dose (2.5–5 mg daily) folate supplementation starting 3 months prior to conception until 12 weeks gestation. |
| 6 | Oral hypoglycaemic agents should be reviewed prior to conception. |
| 7 | First antenatal visit should occur early in pregnancy, before 8 weeks of gestation. |
| 8 | Glycaemic control should be balanced against the risk of hypoglycaemia in early pregnancy. |
| 9 | Women with diabetes should be monitored for signs or progression of diabetes microvascular complications. |
| 10 | Vaginal birth should be encouraged unless there are obstetric or fetal indications for caesarean section. |
| 11 | Breastfeeding should be encouraged for all women with diabetes. |
ADIPS = Australasian Diabetes in Pregnancy Society.
Final audit tool used.
| Category | Data Items |
|---|---|
| For all women | Patient ID, date of birth, date of referral, EDC, estimated EDC by ultrasound, ethnic group, gestation at first review, gravidity, parity, height, pre-pregnancy weight, booking weight, smoking status, chronic hypertension, gestational hypertension, preeclampsia, delivery method, baby’s date of birth, gestational age at delivery, baby sex, birth weight, APGAR at 5 mins, shoulder dystocia, other birth trauma, admission to SCN/NICU, neonatal hypoglycaemia <2.6 mmol/L, jaundice needing phototherapy, minor congenital malformation, major congenital malformation, breast feeding on discharge. |
| Women with GDM | OGTT fasting, OGTT 1 h, OGTT 2 h, HbA1c at GDM diagnosis, GDM treatment. |
| Women with type 1 or type 2 diabetes | Planned pregnancy, OHA at conception, statin at conception, ACE/ARB at conception, folate (1st trimester folate dose), aspirin use, retinopathy, nephropathy, hypoglycaemia needing assistance, number of hypoglycaemic episodes needing assistance, eGFR, urine ACR, HbA1c % trimester 1, HbA1c % trimester 2, HbA1c % trimester 3, type 1 diabetes treatment, type 2 diabetes treatment. |
EDC = Estimated date of confinement; SCN = Special care nursery; NICU = Neonatal intensive care unit; OHA = Oral hypoglycaemic agents; ACE = Angiotensin-converting enzyme inhibitors; ARB = Angiotensin II receptor blockers; eGFR= estimated glomerular filtration rate, ACR = Albumin creatinine ratio, GDM = Gestational diabetes mellitus; OGTT = Oral glucose tolerance test.
Figure 1Flow chart of site selection process. ADIPS = Australasian Diabetes in Pregnancy Society; NSW = New South Wales, VIC = Victoria, NZ = New Zealand, WA = Western Australia; TAS = Tasmania, HREC = Human Research Ethics Committee; QLD = Queensland, NT = Northern Territory, ACT = Australian Capital Territory.
Baseline characteristics of the study population (live singleton births only).
| Characteristics | N | Mean ± SD | Range (N, Mean or % Across All Sites) | Number of Sites Missing 100% Data (Sites Not Reporting/Collecting) † | Missing Values | |
|---|---|---|---|---|---|---|
| N | % Missing Range Across All Sites | |||||
| Number of women | 10,144 | -- | 59–2426 | 0 | -- | -- |
| GDM | 8696 | -- | 54–2397 | 0 | -- | -- |
| Type 1 diabetes | 435 | -- | 7–295 | 0 | -- | -- |
| Type 2 diabetes | 1013 | -- | 19–428 | 0 | -- | -- |
| Age (years) | 10,114 | 32.3 ± 5.5 | 31.0–35.1 | 0 | 30 | 0–11.9 |
| Gravidity | 10,065 | 2.9 ± 1.9 | 2.4–3.3 | 0 | 79 | 0–8.9 |
| Parity | 10,066 | 1.3 ± 1.4 | 0.8–1.6 | 0 | 78 | 0–16.9 |
| Pre-pregnancy weight (kg) | 6471 | 74.7 ± 21.1 | 68.5–89.8 | 3 | 3673 | 0–100 |
| Mean Pre-pregnancy BMI (kg/m2) | ||||||
| GDM | 6060 | 28.1 ± 7.0 | 26.2–32.7 | 5 | 2636 | 30.3 |
| Type 1 diabetes | 215 | 26.0 ± 5.4 | 22.8–30.7 | 5 | 320 | 73.6 |
| Type 2 diabetes | 244 | 31.5 ± 7.1 | 29.1–38.6 | 4 | 769 | 75.9 |
| Booking weight (kg) | 6191 | 84.0 ± 23.5 | 71.3–88.6 | 4 | 3953 | 0–99.9 |
| History of hypertension | 296 | 6.7 | 1.9–12.9 | 2 | 5739 | 0–100 |
| Smoking | 566 | 9.1 | 2.3–15.1 | 2 | 3919 | 0–100 |
@ percentage of all possible values. † Sites missing 100% of data were removed from the denominator; For categorical data, if the sites had reported only “Yes” values and the remaining cells were blank/missing, these were interpreted as “No”. BMI = Body mass index; GDM = Gestational Diabetes Mellitus.
Pregnancy care and obstetric outcomes of women with gestational diabetes mellitus.
| Variables | Mean ± SD or N/Total Available Data (%)@ | Range Across Sites | Number of Sites Missing 100% Data | Missing Across Sites Reporting N/(%) † |
|---|---|---|---|---|
| Gestation at first review (weeks) | 24.8 ± 7.2 | 22.1–26.7 *** | 4 | 6195 (71.2) |
| Diet Only | 2082/5278 (39.4) | 28.8–57.3 ** | 1 | 3418 (39.3) |
| Metformin use only | 991/5278 (18.8) | 0.4–43.7 ** | 1 | 3418 (39.3) |
| Insulin use only | 1671/5278 (31.7) | 4.1–95.6 ** | 1 | 3418 (39.3) |
| Cesarean delivery: Elective Emergency Any | 1030 (12.1) | 3.6–23.7 *** | 2 | 195 (2.2) |
| Gestational age at delivery (weeks) | 38.6 ± 1.5 | 38.2–38.9 *** | 0 | 174 (2.0) |
| Late preterm (34–37 weeks) | 651/8696 (7.5) | 3.7–9.4 * | 0 | 174 (2.0) |
| Very preterm/moderately preterm (<34 weeks) | 128/8696 (1.5) | 0.2–2.2 * | 0 | 174 (2.0) |
| Birth weight | 819/8526 (9.6) | 5.9–13.9 *** | 0 | 170 (2.0) |
| LGA | 754/5759 (13.1) | 10.3–26.7 *** | 2 | 2937 (33.8) |
| SGA | 538/5759 (9.3) | 0–11.9 *** | 2 | 2937 (33.8) |
| Preeclampsia | 110/3590 (3.1) | 2.0–5.2 *** | 2 | 5106 (58.7) |
| Shoulder dystocia | 92/3321 (2.8) | 0.0–7.2 *** | 4 | 4629 (53.2) |
| Admission to SCN/NICU | 710/3347 (21.2) | 16.7–25.0 *** | 3 | 5378 (61.8) |
| Neonatal hypoglycaemia <2.6 mmol/L | 690/4079 (16.9) | 6.0–27.0 *** | 3 | 4599 (52.9) |
| Jaundice needing phototherapy | 122/3261 (4.9) | 4.7–5.3 # | 5 | 5435 (62.5) |
| Minor congenital malformations | 22/3321 (0.7) | 0.0–1.2 # | 4 | 4616 (53.1) |
| Breast feeding on discharge | 795/1273(62.5) | 57.4–62.7 # | 6 | 7279 (83.7) |
@ Percentage of all possible values; † Sites missing 100% of data were removed from denominator; For categorical data, if the sites had reported only “Yes” values and the remaining cells were blank/missing, these were interpreted as “No”. SCN = Special care nursery; NICU = Neonatal intensive care unit; LGA = Large for Gestational Age; SGA = Small for Gestational Age; p values refer to comparisons between sites; # Nonsignificant; * p < 0.05; ** p < 0.001; *** p < 0.0001.
Pregnancy care and obstetric outcomes of women with pre-existing diabetes.
| Variables | Type 1 Diabetes | Type 2 Diabetes | ||||||
|---|---|---|---|---|---|---|---|---|
| N/(%) | Range Across Sites | Number of Sites Missing 100% Data | Missing Values Across Sites Reporting | N/(%) | Range | Number of Sites Missing 100% Data | Missing Values Across Sites Reporting | |
| Gestation at first review (weeks) | 9.1 ± 5.3 | 3–27 *** | 4 | 343 (78.9) | 11.1 ± 6.1 | 3.5–33 * | 5 | 862 (85.1) |
| Pregnancy planning | 65/101 (64.4) | 14.3–87.5 *** | 3 | 339 (77.9) | 97/207 (46.9) | 20.0–63.2 * | 4 | 812 (80.2) |
| OHA/GLP1RA on conception | 1/94 (1.1) | -- | 4 | 342 (78.6) | 100/210 (47.6) | 20.0–58.2 ** | 5 | 824 (81.3) |
| Statin at conception | 0/93 (0.0) | -- | 4 | 342 (78.6) | 1/152 (0.7) | -- | 5 | 862 (85.1) |
| ACEI/ARB at conception | 1/93 (1.1) | -- | 4 | 342 (78.6) | 1/152 (0.7) | -- | 5 | 863 (85.2) |
| First trimester Folate (5mg) | 92/101 (91.1) | 28.6–100 *** | 3 | 335 (77.0) | 178/207 (86.0) | 57.9–100 *** | 4 | 810 (80.0) |
| Retinopathy | 77/428 (18.0) | 6.3–39.6 ** | 1 | 49 (11.3) | 16/673 (2.4) | 0.7–7.9 * | 2 | 439 (43.3) |
| Nephropathy | 21/428 (4.9) | 3.2–6.3 # | 1 | 40 (9.2) | 95/991 (9.6) | 5.3–20.0 *** | 1 | 97 (9.6) |
| Urine ACR | 145 (33.3) | 26.4–86.8 # | 290 (66.7) | 196 (19.3) # | 9.3–94.7 | 817 (80.7) | ||
| Aspirin use in pregnancy | 215/428 (50.2) | (13.2–59.0) *** | 1 | 343 (78.9) | 178/673 (26.4) | (0–55.6) *** | 2 | 862 (85.1) |
| Hypoglycaemia needing assistance | 0/45 (0.0) | -- | 6 | 390 (89.7) | 1/24 (4.2) | -- | 7 | 989 (97.6) |
| HbA1c 1st trimester | 7.7 ± 1.6 | 5–16.5 ** | 2 | 46 (10.6) | 7.3 ± 1.7 | 4.2–14.0 * | 3 | 468 (46.2) |
| HbA1c 2nd trimester | 6.6 ± 1.1 | 4.5–11.1 ** | 1 | 321 (73.8) | 6.1 ± 1.1 | 4.3–10.4 * | 2 | 821 (81.0) |
| HbA1c 3rd trimester | 6.8 ± 1.0 | 4.8–11.0 * | 1 | 44 (10.1) | 6.3 ± 1.1 | 4.0–12.6 ** | 2 | 411 (40.6) |
| HbA1c 1st trimester >6.5% (48mmol/mol) | 78.4 | 59.6–100 * | 2 | 46 (10.6) | 54.6 | 0–58.3 ** | 3 | 469 (46.3) |
| HbA1c 2nd trimester >6.0% (42 mmol/mol) | 69.9 | 50.0–82.4 # | 1 | 322 (74.0) | 41.7 | 5.9–62.5 # | 2 | 821 (81.0) |
| HbA1c 3rd trimester >6.0% (42 mmol/mol) | 77.2 | 50.0–88.6 # | 1 | 45 (10.3) | 48.5 | 12.5–100 * | 2 | 411 (40.6 |
| Diet Only | -- | -- | -- | -- | 3/568 (0.5) | 0–0.5 | 1 | 445 (43.9) |
| Metformin use only | -- | -- | -- | -- | 158/568 (27.8) | 0–100 | 1 | 445 (43.9) |
| Insulin use only | -- | -- | -- | -- | 132/568 (23.2) | 0–100 | 1 | 445 (43.9) |
| Metformin and Insulin use | -- | -- | -- | -- | 275/568 (48.4) | 0–79.9 | 1 | 445 (43.9) |
| Insulin pump | 49/134 (36.6) | 0–68.8 | 1 | 301 (69.2) | -- | -- | - | -- |
| Cesarean delivery: | 50/137 (36.5) | 12.5–45.8 # | 1 | 298 (68.5) | 97/574 (16.9) | 0–73.7 *** | 1 | 439 (43.3) |
| Gestational age at delivery (weeks) | 36.4 ± 1.7 | 28.1–40.2* | 0 | 1 (0.2) | 37.3 ± 1.8 | 27.3–41.3 *** | 0 | 12 (1.2) |
| Late preterm (34–37 weeks) | 208/435 (47.9) | 7.5–52.1 * | 0 | 1 (0.2) | 227/1013 (22.4) | 13.6–31.6 * | 0 | 12 (1.2) |
| Very preterm/moderately preterm ( < 34 weeks) | 36/435 (8.3) | 0.5–28.6 # | 0 | 1 (0.2) | 58/1013 (5.7) | 4.5–7.3 # | 0 | 12 (1.2) |
| Birth weight | 103/432 (23.8) | 14.3–37.5 # | 0 | 3 (0.7) | 157/1003 (15.7) | 0–23.6 ** | 0 | 10 (1.0) |
| LGA | 70/112 (62.5) | 20.0–85.7 # | 1 | 323 (74.3) | 58/225 (25.8) | 15.8–33.3 # | 2 | 788 (77.8) |
| SGA | 5/112 (4.5) | 0–16.7 # | 1 | 323 (74.3) | 29/225 (12.9) | 0–20.0 # | 2 | 788 (77.8) |
| Preeclampsia | 76/425 (17.9) | 14.9–28.6# | 0 | 10 (2.3) | 74/681 (10.9) | 5.0–33.3* | 1 | 332 (32.8) |
| Shoulder dystocia | 2/102 (2.0) | 0–3.1 # | 2 | 336 (77.2) | 1/158 (0.6) | - | 3 | 860 (84.9) |
| Admission to SCN/NICU | 279/428 (65.2) | 12.5–100 *** | 1 | 14 (3.2) | 273/676 (40.4) | 21.8–50.0 * | 2 | 362 (35.7) |
| Neonatal hypoglycaemia <2.6 mmol/L | 232/435 (53.3) | 12.5–87.5 *** | 0 | 24 (5.5) | 227/695 (32.7) | 10.5–52.6 ** | 1 | 390 (38.5) |
| Jaundice needing phototherapy | 44/140 (31.4) | 12.5–51.3 ** | 1 | 301 (69.2) | 54/267 (20.2) | 5.3–40.0 # | 2 | 770 (76.0) |
| Minor congenital malformations | 5/94 (5.3) | 6.0–28.6 * | 3 | 344 (79.1) | 9/103 (8.7) | 0–15.8 # | 4 | 918 (90.6) |
| Breast feeding on discharge | 98/125(78.4) | 57.1–93.8 * | 3 | 313 (72.0) | 141/190 (74.2) | 20.0–89.5 * | 4 | 831 (82.0) |
@ Percentage of all possible values; † Sites missing 100% of data were removed from the denominator; For categorical data, if the sites had reported only “Yes” values and the remaining cells were blank/missing, these were interpreted as “No”. OHA = Oral hypoglycaemic agents including metformin; ACEI= Angiotensin converting enzyme inhibitors; ARB = Angiotensin receptor blockers; ACR = Albumin creatinine ratio; SCN = Special care nursery; NICU = Neonatal intensive care unit; LGA = Large for Gestational Age; SGA = Small for Gestational Age. p values refer to comparisons between sites within type of diabetes; # Nonsignificant; * p < 0.05; ** p < 0.001; *** p < 0.0001.