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. 2021 Mar 4;11:5136. doi: 10.1038/s41598-021-84573-3

Table 2.

Summary of studies measuring ADHD

Author and year Study design Country Sample size and age of children at diagnosis Ascertainment of GDM diagnosis ADHD measure Findings
[%, mean (SD), OR/HR/RR, β (95% CI)]
Risk of bias score (low–high: 0–2) Risk of bias
Akaltun et al. 201962 Case control Turkey

88 children of GDM mothers

128 children of non-diabetic mothers

Aged 6–12 years

Medical records and self-report

Diagnostic criteria defined by Carpenter-Coustan on 100 g OGTT

Diagnosis from medical records and parental report

GDM group: 15.9% had ADHD

Non-GDM group: 7.0% had ADHD

p = 0.115

Selection bias:

Representativeness: 2

Participation rates: 2

Measurement bias:

GDM: 0

ADHD: 0

High
Chiu et al. 200963 Cross-sectional Taiwan

11 children of GDM mothers

1380 children of non-GDM mothers

Aged 4–9 years

Self-report

Diagnostic criteria unknown

Symptoms of inattention using child behaviour checklist OR not significant. No values given

Selection bias:

Representativeness: 1

Participation rates: 0

Measurement bias:

GDM: 2

ADHD: 2

High
Daraki et al. 201764 Prospective cohort Greece

55 children of GDM mothers

636 children of non-GDM mothers

Aged 4 years

Medical records

Diagnostic criteria defined by Carpenter-Coustan on OGTT

Symptoms using attention deficit hyperactivity disorder test (ADHDT)

β: 1.75 (-2.14,5.66) (Adjusted for child sex and age)

β: 2.41 (95% CI: -1.45,6.28) (Further adjusted for maternal age, maternal origin, maternal education level, parity and maternal smoking during pregnancy)

β: 2.32 ( -1.52,6.16) (Further adjusted for maternal pre-pregnancy BMI)

Selection bias:

Representativeness: 0

Participation rates: 1

Measurement bias:

GDM: 0

ADHD: 0

Low to moderate
Galera et al. 201865 Prospective cohort France

84 children of GDM mothers

1158 children of non-diabetic mothers

Aged 3–8 years

Medical records or parental interviews

Diagnostic criteria unknown

Symptoms by the Strengths and Difficulties Questionnaire

GDM group: 15.5% had high hyperactivity-impulsivity trajectories

Non-GDM group: 14.9% had high hyperactivity-impulsivity trajectories

Selection bias:

Representativeness: 0

Participation rates: 2

Measurement bias:

GDM: 2

ADHD: 2

High
Kong et al. 201829

Prospective cohort

(population-based)

Finland

101,696 children of GDM mothers

543,347 children of non-diabetic mothers

Aged up to 11 years

Medical records

Diagnostic criteria unknown

Diagnosis from medical records

HR separated by BMI:

Normal: 1.15 (1.01–1.30)

Overweight: 1.16 (1.02- 1.32)

Obese: 1.64 (1.42–1.88)

Severely obese: 2.15 (1.84–2.52)

Selection bias:

Representativeness: 0

Participation rates: 0

Measurement bias:

GDM: 1

ADHD: 0

Low to moderate
Li et al. 201658 Prospective cohort USA

301 children with ADHD

1748 typically developing children

Age of children not reported

Medical records

Diagnostic criteria unknown

Diagnosis from medical records

4.0% of children with ADHD had mothers with GDM

4.5% of typically developing children had mothers with GDM

HR for ADHD in GDM vs no diabetes: 0.99 (0.50–1.94) p = 0.98

HR for ADHD in GDM and obesity vs neither condition: 1.20 (0.49–2.93) p = 0.70

Selection bias:

Representativeness: 1

Participation rates: 2

Measurement bias:

GDM: 1

ASD: 0

High
Mina et al. 201743 Prospective cohort UK

14 children of GDM mothers

96 children of non-GDM mothers

Aged 3–5 years

Medical records

Diagnostic criteria unknown

Symptoms using Conners hyperactivity scale

Mean score for GDM children: 8.7 (6.0)*

Mean score for non-GDM children: 7.3 (4.5)*

Selection bias:

Representativeness: 2

Participation rates: 2

Measurement bias:

GDM: 1

ADHD: 0

High
Nomura et al. 201244 Prospective cohort USA

21 children of GDM mothers

Mean age 4.4 years (SD 0.48)

191 children of non-GDM mothers

Mean age 4.3 years (SD 0.47)

Self-report

Diagnostic criteria unknown

Diagnosis using a psychiatric interview and symptoms using ADHD rating scale-IV

Mean inattention score at baseline (no standard deviations given):

GDM group: 12.25

Non-GDM group: 9.50

p = 0.05

Mean hyperactivity/ impulsivity scores:

GDM group: 12.58

Non GDM group: 11.29

p = 0.36

76.2% children exposed to GDM had ADHD*

61.3% children not exposed to GDM had ADHD*

OR at baseline: 1.58 (0.77–3.27) p = 0.22

OR at age 6 years: 2.20 (1.00–4.82) p = 0.05

Selection bias:

Representativeness: 2

Participation rates: 2

Measurement bias:

GDM: 2

ADHD: 0

High
Ornoy et al. 199966 Prospective cohort Israel

32 children of GDM mothers

Mean age 8.5 years (SD 2.1)

57 children of non-diabetic mothers

Mean age 8.3 years (SD 1.7)

Medical records

Diagnostic criteria: abnormal glucose tolerance test (≥ 190 mg % glucose at 90 min, ≥ 165 mg

% at 120 min, ≥ 145 mg % at 180

minutes, or with ≥ 105 mg % fasting

glucose blood concentrations)

Symptoms using Conners parents’ questionnaire and Pollack Tapper Test

Conners parents’ questionnaire:

Children of GDM mothers had mean score of 8.0 (6.5) if young and 6.8 (6.3) if older

Control children had a score of 7.9 (4.3) if young and 7.0 (4.3) if older

4 GDM children had abnormal scores (above 14) compared with only 2 controls. p = 0.06

Pollack general:

Children of GDM mothers had a mean score of 19.0 (12.4) if young and 29.6 (10.5) if older

Control children had a score of 28.0 (3.2) if young and 30.3 (6.9) if older

Pollack’s sound:

Children of GDM mothers had a score of 10.6 (6.6) if young and 14.9 (5.0) if older

Control children had a score of 14.8 (6.5) if young and 15.6 (3.6) if older

Pollack visual

Children of GDM mothers had a score of 7.7 (5.9) if young and 14.1 (5.4) if older

Control children had a score of 13.2 (2.0) if young and 14.7 (3.4) if older

Selection bias:

Representativeness: 2

Participation rates: 0

Measurement bias:

GDM: 0

ADHD: 0

High
Pohlabeln et al. 201767 Prospective cohort Eight European countries

435 children of GDM mothers

18% under 4 years of age, 27% aged 4–6, 38% aged 6–8 and 17% over 8 years of age

Self-report

Diagnostic criteria unknown

Diagnosis from parental report

1.8% of children exposed to GDM had ADHD

1.1% of children not exposed to GDM had ADHD

OR: 1.42 (0.69–2.95) (adjusted for sociodemographics and country)

OR: 1.28 (0.59–2.80) (further adjusted for pre-, peri- and postnatal influences)

Unadjusted OR excluding pregestational diabetes: 1.149 (0.468–2.818) *

Adjusted OR excluding pregestational diabetes: 1.032 (0.417–2.556) (adjusted for sex, age and country) *

Selection bias:

Representativeness: 0

Participation rates: 0

Measurement bias:

GDM: 2

ADHD: 1

High
Say et al. 201660 Retrospective cohort Turkey

100 children with ADHD

Mean age 8.8 years (SD 1.98)

80 control children

Mean age 8.5 years (SD 4.61)

Self-report

Diagnostic criteria unknown

Diagnosis from expert child and adolescent psychiatrist

2% of ADHD group were exposed to GDM

1.3% of control group were exposed to GDM

p = 0.717

Selection bias:

Representativeness: 2

Participation rates: 2

Measurement bias:

GDM: 2

ADHD: 0

High
Schmitt and Romanos 201245

Cross-sectional

(population-based)

Germany

280 children of GDM mothers

13,208 children of non-GDM mothers

Aged 3–17 years

Self-report

Diagnostic criteria unknown

Diagnosis from parental report

8.6% of children of GDM mothers had ADHD

5.1% of children of non-GDM mothers had ADHD

Unadjusted OR: 1.93 (1.26–2.95)

Adjusted OR: 1.91 (1.21–3.01) (adjusted for child sex, age, socioeconomic position, maternal smoking during pregnancy, maternal alcohol consumption during pregnancy, perinatal health problems, breastfeeding and atopic eczema)

Selection bias:

Representativeness: 0

Participation rates: 1

Measurement bias:

GDM: 2

ADHD: 1

High
Veena et al. 201032 Prospective cohort India

32 children of GDM mothers

515 children of non-diabetic mothers

Aged 9–10 years

Medical records

Diagnostic criteria defined by Carpenter-Coustan on OGTT

Symptoms using Coding-Wechsler Intelligence Scale for Children—3rd Edition (Coding WISC-III) score

Mean score for GDM group: 36.8 (8.0)

Mean score for non-GDM group: 32.4 (8.1)

p = 0.003

β: 0.4 (0.09–0.75) p = 0.01 (adjusted for child’s sex, gestation and age)

β: 0.3 (0.01, 0.67) p = 0.04 (further adjusted for SES, parents’ education and rural/urban residence)

β: 0.3 (-0.04, 0.67) p = 0.08 (further adjusted for maternal age, BMI and parity in pregnancy and child’s weight and head circumference at birth)

Selection bias:

Representativeness: 0

Participation rates: 0

Measurement bias:

GDM: 0

ADHD: 2

High
Wolford et al. 201731 Prospective cohort Finland

176 children of GDM mothers

1,603 children of non-GDM mothers (9 with T1DM)

Mean 3.8 years (SD 0.5)

Medical records

Diagnostic criteria unknown

Symptoms using Conners hyperactivity index (CHI) Mean difference in CHI sum score for GDM vs no GDM: -0.05 (p = 0.08)

Selection bias:

Representativeness: 0

Participation rates: 1

Measurement bias:

GDM: 1

ADHD: 0

Low to moderate
Xiang et al. 201836 Retrospective cohort USA

29,534 children of GDM mothers

295,304 children of non-diabetic mothers

Age of children not reported

Medical records

Diagnostic criteria:

 ≥ 200 mg/dL blood glucose on 1 h 50 g glucose challenge test or 3 h 100 g or 2 h 75 g OGTT defined by Carpenter-Coustan criteria

Diagnosis from medical records

4.8% children of GDM mothers diagnosed with ADHD

5.2% children of non-diabetic mothers diagnosed with ADHD

HR: 0.94 (0.88–1.00) p = 0.04 (adjusted for random sibling effect and birth year)

HR: 1.02 (0.96–1.09) p = 1.50 (further adjusted for maternal age at delivery, parity, education, household income, maternal race/ethnicity, history of comorbidity, history of maternal ADHD and sex of the child)

HR: 1.00 (0.94–1.06) (further adjusted for smoking, alcohol and pre-pregnancy BMI)

HR: 1.01 (0.95, 1.08) (Adjusted for variables in first multivariate adjusted HR (1.02), plus pre-eclampsia, eclampsia, congenital anomalies, birth weight, and gestational age at delivery)

Selection bias:

Representativeness: 1

Participation rates: 0

Measurement bias:

GDM: 0

ADHD: 0

Low to moderate

%: percentage, SD standard deviation, OR odds ratio, HR hazard ratio, RR risk ratio, β β coefficient, CI confidence interval.

*Data provided by study author