Table 3 Prevalence ratios for 37 medication class triads (each composed of first, second, and third medication classes below) enriched in the subset of adults with multimorbidity in 22q11.2DS (median age 38.6 years) compared with the general population (median age 62 years)

From: A genetic model for multimorbidity in young adults

First medication class

ATC code

Second medication class

ATC code

Third medication class

ATC code

Prevalence ratio (95% CI)b,c,d

Antiepileptics

N03A

Antipsychotics

N05A

Antidepressants

N06A

9.0a (4.4–18.7)

Thyroid preparations

H03A

Antiepileptics

N03A

Antipsychotics

N05A

6.9a (3.2–14.8)

Thyroid preparations

H03A

Antipsychotics

N05A

Antidepressants

N06A

5.2a (2.3–11.7)

Vitamin A and D, including combinations of the two

A11C

Thyroid preparations

H03A

Antipsychotics

N05A

5.2a (2.3–11.7)

Vitamin A and D, including combinations of the two

A11C

Antiepileptics

N03A

Antipsychotics

N05A

4.7a (2.1–10.9)

Thyroid preparations

H03A

Antiepileptics

N03A

Antidepressants

N06A

3.9a (1.6–9.3)

Vitamin A and D, including combinations of the two

A11C

Antiepileptics

N05A

Antidepressants

N06A

3.9a (1.6–9.3)

Vitamin A and D, including combinations of the two

A11C

Antipsychotics

N03A

Antidepressants

N06A

3.9a (1.6–9.3)

Vitamin A and D, including combinations of the two

A11C

Thyroid preparations

H03A

Antidepressants

N06A

3.5a (1.4–8.6)

Vitamin A and D, including combinations of the two

A11C

Thyroid preparations

H03A

Antiepileptics

N03A

3.5a (1.4–8.6)

Anticholinergic agents

N04A

Antipsychotics

N05A

Antidepressants

N06A

2.6 (0.96–7.0)

Antiepileptics

N03A

Anticholinergic agents

N04A

Antipsychotics

N05A

2.6 (0.96–7.0)

Beta blocking agents

C07A

Antiepileptics

N03A

Antidepressants

N06A

2.6 (0.96–7.0)

Lipid modifying agents, plain

C10A

Antipsychotics

N05A

Antidepressants

N06A

2.2 (0.8–6.2)

Beta blocking agents

C07A

Antiepileptics

N03A

Antipsychotics

N05A

2.2 (0.8–6.2)

Antipsychotics

N05A

Anxiolytics

N05B

Antidepressants

N06A

2.2 (0.8–6.2)

Antiepileptics

N03A

Antipsychotics

N05A

Other drugs used for obstructive airway diseases, inhalants

R03B

2.2 (0.8–6.2)

Drugs for peptic ulcer and gastroesophageal reflux disease (GORD)f

A02B

Antipsychotics

N05A

Antidepressants

N06A

2.2 (0.8–6.2)

Antiepileptics

N03A

Anxiolytics

N05B

Antidepressants

N06A

1.7 (0.5–5.4)

Antiepileptics

N03A

Antipsychotics

N05A

Adrenergics, inhalants

R03A

1.7 (0.5–5.4)

Antiepileptics

N03A

Antipsychotics

N05A

Anxiolytics

N05B

1.7 (0.5–5.4)

Antiepileptics

N03A

Anticholinergic agents

N04A

Antidepressants

N06A

1.7 (0.5–5.4)

Thyroid preparations

H03A

Antipsychotics

N05A

Other drugs used for obstructive airway diseases, inhalants

R03B

1.7 (0.5–5.4)

Thyroid preparations

H03A

Antipsychotics

N05A

Adrenergics, inhalants

R03A

1.7 (0.5–5.4)

Hormonal contraceptives for systemic use

G03A

Antiepileptics

N03A

Antidepressants

N06A

1.7 (0.5–5.4)

Hormonal contraceptives for systemic use

G03A

Antiepileptics

N03A

Antipsychotics

N05A

1.7 (0.5–5.4)

Lipid modifying agents, plain

C10A

Antiepileptics

N03A

Antidepressants

N06A

1.7 (0.5–5.4)

Beta blocking agents

C07A

Antipsychotics

N05A

Antidepressants

N06A

1.7 (0.5–5.4)

Beta blocking agents

C07A

Anticholinergic agents

N04A

Antipsychotics

N05A

1.7 (0.5–5.4)

Beta blocking agents

C07A

Thyroid preparations

H03A

Antipsychotics

N05A

1.7 (0.5–5.4)

Antithrombotic agents

B01A

Antiepileptics

N03A

Antipsychotics

N05A

1.7 (0.5–5.4)

Vitamin A and D, including combinations of the two

A11C

Beta blocking agents

C07A

Thyroid preparations

H03A

1.7 (0.5–5.4)

Blood glucose lowering drugs, excluding insulins

A10B

Antiepileptics

N03A

Antidepressants

N06A

1.7 (0.5–5.4)

Blood glucose lowering drugs, excluding insulins

A10B

Antiepileptics

N03A

Antipsychotics

N05A

1.7 (0.5–5.4)

Blood glucose lowering drugs, excluding insulins

A10B

Beta blocking agents

C07A

Antiepileptics

N03A

1.7 (0.5–5.4)

Drugs for constipation

A06A

Antipsychotics

N05A

Antidepressants

N06A

1.7 (0.5–5.4)

Drugs for peptic ulcer and gastroesophageal reflux disease (GORD)e

A02B

Corticosteroids, plainf

D07A

Antidepressants

N06A

1.7 (0.5–5.4)

  1. ATC Anatomical Therapeutic Chemical Classification System, CI confidence interval.
  2. aSignificant difference between groups (prevalence ratio and 95% confidence interval calculations; see “Materials and Methods” and Supplemental Methods for details).
  3. bPrevalence ratios were calculated based on medication use within the group with multimorbidity at any age (see “Materials and Methods” for details).
  4. cOnly triads at 3% or greater were reported for Canadian population data. Therefore, to calculate the prevalence ratio and estimate the 95% confidence limits for population data, we assigned a 3.1% value (the lowest reportable prevalence) and a standard error of 1%. For more details, see Supplemental Methods and Table S4 for triads enriched in the population vs the 22q11.2DS group. This includes where prevalence equals 0 for the 22q11.2DS population, and thus for the upper 95% confidence limit we used the approximation 3/N.40
  5. dComparisons for three ATC classes (Other Analgesics and Antipyretics [N02B], Anti-inflammatory…, Non-Steroids [M01A], Calcium [A12A]) were not performed as medications in these classes are commonly available over the counter and thus were excluded from the 22q11.2DS sample.
  6. ePrevalences for these drug classes are likely underestimated for the 22q11.2DS group, since any medications that could have been either over the counter and/or noted to be used “as needed” were excluded.
  7. fPrevalence may be overestimated for the 22q11.2DS population, since medications that could have been available over the counter in this class were assumed to be prescription.