| Literature DB >> 29765219 |
Maria Polyzoi1, Ewa Ahnemark2, Emma Medin1,3, Ylva Ginsberg4,5.
Abstract
BACKGROUND: Although the worldwide prevalence of attention-deficit/hyperactivity disorder (ADHD) in adults is estimated to be between 2% and 5%, it is considered to be underdiagnosed. This register study explored the prevalence of diagnosed ADHD and incidence of newly diagnosed ADHD in Swedish adults over time, and assessed comorbidities and pharmacologic treatment.Entities:
Keywords: adult; attention-deficit/hyperactivity disorder; comorbidity; concomitant medication; daily dose; methylphenidate; prevalence; register analysis; treatment dosing
Year: 2018 PMID: 29765219 PMCID: PMC5944447 DOI: 10.2147/NDT.S155838
Source DB: PubMed Journal: Neuropsychiatr Dis Treat ISSN: 1176-6328 Impact factor: 2.570
Independent variables used in multiple linear regression with PDD as response variable
| Variable | Value | Definition | Comment |
|---|---|---|---|
| Age | ≥18 years | n/a | Age was used as a continuous variable |
| Sex | 0= female, 1= male | n/a | |
| Drug holiday | 0= no, 1= yes | Gap between observations for a patient in the PDR that exceeds 90 days (ie, the grace period, associated with the common maximum prescription length in Sweden) | |
| Expedition year | Starting year: 2006 | ||
| ADHD diagnosis | Disturbance of activity and attention (F90.0); DAMP (F90.0A); ADHD (F90.0B); activity and attention disturbance (F90.0C); activity and attention disturbance, unspecified (F90.0X); hyperkinetic conduct disorders (F90.1); other hyperkinetic disorders (F90.8); ADHD, unspecified type (F90.9); other specified emotional disorders with an onset in childhood or adolescence (F98.8) | Presence of diagnosis code in the NPR | All patients will, by definition, have at least one of the diagnoses |
| Region | Stockholm, west Sweden, south Sweden, mid-Sweden, north Sweden | Region where the patient lived during the study period | |
| Comorbidity | Autism (F84.0); atypical autism (F84.9); anxiety (F41.2–F41.9); Asperger syndrome (F84.5); bipolar disorder (F31.0–F31.9); depression (F33.0–F33.9); eating disorders (F50.8–F50.9); impulse control disorders (F63.8–F63.9); personality disorders (F60.0–F60.9); oppositional defiant disorders (F91.3); schizophrenia (F20.0–F23.2); substance use disorders (F10.2–F19.2) | Presence of any defined comorbidity | |
| Add-on ADHD medication | 0= no, 1= yes | Has received any other ADHD medication during the time period of OROS-MPH use | Amphetamine (N06BA01); dexamphetamine (N06BA02); atomoxetine (N06BA09); methylphenidate (OROS-MPH, MPH-IR, MPH-MR; N06BA04); modafinil (N06BA07) |
| Concomitant medications | Antidepressants (N06AA02, N06AA04, N06AA06, N06AA09, N06AA10, N06AA21); antipsychotics (N05A-); anxiolytics (N05BA-, N05BB-); hypnotics (N05CC-, N05CD-, N05CF-, N05CH01); SSRIs (N06AB03, N06AB04, N06AB05, N06AB06, N06AB08, N06AB10); SNRIs (N06AX16, N06AX21); other (N06AX02, N06AX03, N06AX06, N06AX11, N06AX12, NO6AX18, NO6AX22) | Presence of any defined concomitant medication |
Notes:
Defined by code from International Statistical Classification of Diseases and Related Health Problems, Tenth Revision.13
Defined by codes from anatomic therapeutic chemical classification system.31
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; DAMP, deficits in attention, motor control, and perception; MPH-IR, immediate-release methylphenidate; MPH-MR, modified-release methylphenidate; n/a, not applicable; NPR, National Patient Register; OROS-MPH, osmotic release oral system methylphenidate; PDD, dispensed patient daily dose; PDR, Prescribed Drug Register; SNRI, serotonin–norepinephrine reuptake inhibitor; SSRI, selective serotonin reuptake inhibitor.
Estimated prevalencea of diagnosed ADHD in adults, and characteristics of adult patients with an ADHD diagnosis, 2006–2011
| 2006 (n=4,149) | 2007 (n=6,888) | 2008 (n=11,085) | 2009 (n=15,414) | 2010 (n=21,389) | 2011 (n=26,820) | |
|---|---|---|---|---|---|---|
| Age in years, mean (SD); median | 30.8 (10.8); 29.0 | 31.1 (10.8); 29.0 | 31.5 (11.0); 29.0 | 31.5 (11.1); 29.0 | 31.9 (12.2); 29.0 | 31.7 (11.6); 29.0 |
| Sex, n (%) | ||||||
| Male | 2,592 (62.5) | 4,208 (61.1) | 6,529 (58.9) | 8,903 (57.8) | 12,015 (56.2) | 14,808 (55.2) |
| Female | 1,557 (37.5) | 2,680 (38.9) | 4,556 (41.1) | 6,511 (42.2) | 9,374 (43.8) | 12,012 (44.8) |
| Age group, n (%) | ||||||
| 18–21 years | 1,109 (26.7) | 1,738 (25.2) | 2,690 (24.3) | 3,797 (24.6) | 5,380 (25.2) | 6,678 (24.9) |
| 22–64 years | 3,026 (72.9) | 5,131 (74.5) | 8,361 (75.4) | 11,572 (75.1) | 15,745 (73.6) | 20,000 (74.6) |
| ≥65 years | 14 (0.3) | 19 (0.3) | 34 (0.3) | 45 (0.3) | 264 (1.2) | 142 (0.5) |
| Estimated prevalence per 1,000 persons, by age group | 0.58 | 0.95 | 1.51 | 2.07 | 2.85 | 3.54 |
| 18–21 years | 2.42 | 3.65 | 5.40 | 7.33 | 10.20 | 12.67 |
| 22–64 years | 0.59 | 0.99 | 1.61 | 2.22 | 3.01 | 3.81 |
| ≥65 years | 0.01 | 0.01 | 0.02 | 0.03 | 0.15 | 0.08 |
Notes:
Swedish population from November 2006–2011: Total, 2006: 7,190,792; 2007: 7,261,025; 2008: 7,342,036; 2009: 7,429,061; 2010: 7,507,516; 2011: 7,574,814; age 18–21 years, 2006: 457,478; 2007: 475,707; 2008: 497,843; 2009: 517,732; 2010: 527,248; 2011: 527,133; age 22–64 years, 2006: 5,138,439; 2007: 5,163,520; 2008: 5,185,548; 2009: 5,207,670; 2010: 5,229,188; 2011: 5,249,647; age ≥65 years, 2006: 1,594,875; 2007: 1,621,798; 2008: 1,658,645; 2009: 1,703,659; 2010: 1,751,080; 2011: 1,798,034.33
Abbreviation: ADHD, attention-deficit/hyperactivity disorder.
Estimated incidencea and characteristics of newly diagnosed adult patients, 2007–2011
| 2007 (n=2,809) | 2008 (n=4,083) | 2009 (n=4,831) | 2010 (n=6,382) | 2011 (n=6,816) | |
|---|---|---|---|---|---|
| Age in years, mean (SD); median | 31.4 (10.7); 29.0 | 31.7 (10.8); 30.0 | 31.8 (11.0); 29.0 | 33.4 (14.0); 30.0 | 32.4 (11.9); 30.0 |
| Sex, n (%) | |||||
| Male | 1,695 (60.3) | 2,345 (57.4) | 2,726 (56.4) | 3,442 (53.9) | 3,621 (53.1) |
| Female | 1,114 (39.7) | 1,738 (42.6) | 2,105 (43.6) | 2,940 (46.1) | 3,195 (46.9) |
| Age group, n (%) | |||||
| 18–21 years | 625 (22.2) | 868 (21.3) | 997 (20.6) | 1,353 (21.2) | 1,431 (21.0) |
| 22–64 years | 2,176 (77.5) | 3,203 (78.4) | 3,815 (79.0) | 4,811 (75.4) | 5,315 (78.0) |
| ≥65 years | 8 (0.3) | 12 (0.3) | 19 (0.4) | 218 (3.4) | 70 (1.0) |
| Estimated incidence per 1,000 persons, by age group | 0.39 | 0.56 | 0.65 | 0.85 | 0.90 |
| 18–21 years | 1.31 | 1.74 | 1.93 | 2.57 | 2.71 |
| 22–64 years | 0.42 | 0.62 | 0.73 | 0.92 | 1.01 |
| ≥65 years | <0.01 | 0.01 | 0.01 | 0.12 | 0.04 |
Notes:
Swedish population from November 2007–2011: Total, 2007: 7,261,025; 2008: 7,342,036; 2009: 7,429,061; 2010: 7,507,516; 2011: 7,574,814; age 18–21 years; 2007: 475,707; 2008: 497,843; 2009: 517,732; 2010: 527,248; 2011: 527,133; age 22–64 years; 2007: 5,163,520; 2008: 5,185,548; 2009: 5,207,670; 2010: 5,229,188; 2011: 5,249,647; age ≥65 years; 2007: 1,621,798; 2008: 1,658,645; 2009: 1,703,659; 2010: 1,751,080; 2011: 1,798,034.33
Abbreviation: ADHD, attention-deficit/hyperactivity disorder.
Most common comorbidities in adult patients with an ADHD diagnosis from 2006 to 2011 (cross-sectional dataset, N=44,364) and in newly diagnosed adult patients from 2007 to 2011 (longitudinal dataset, N=24,921)
| Comorbidity, n (%) | All patients with ADHD and ≥1 comorbidity (n=23,344)
| Newly diagnosed patients with ≥1 comorbidity (n=13,447)
| ||||||
|---|---|---|---|---|---|---|---|---|
| N | % by comorbidity | % by patients with ≥1 comorbidity | % by complete dataset | N | % by comorbidity | % by patients with ≥1 comorbidity | % by complete dataset | |
| Anxiety | 9,109 | 25.3 | 39.0 | 20.5 | 5,467 | 26.5 | 40.7 | 21.9 |
| Substance use disorder | 6,905 | 19.2 | 29.6 | 15.6 | 3,873 | 18.8 | 28.8 | 15.5 |
| Depression | 6,184 | 17.2 | 26.5 | 13.9 | 3,628 | 17.6 | 27.0 | 14.6 |
| Personality disorder | 3,835 | 10.6 | 16.4 | 8.6 | 2,262 | 11.0 | 16.8 | 9.1 |
| Asperger syndrome | 3,587 | 10.0 | 15.4 | 8.1 | 1,900 | 9.2 | 14.1 | 7.6 |
| Bipolar disorder | 3,349 | 9.3 | 14.3 | 7.5 | 1,981 | 9.6 | 14.7 | 7.9 |
| Autism | 1,248 | 3.5 | 5.3 | 2.8 | 569 | 2.8 | 4.2 | 2.3 |
| Schizophrenia | 1,112 | 3.1 | 4.8 | 2.5 | 559 | 2.7 | 4.2 | 2.2 |
| Eating disorder | 611 | 1.7 | 2.6 | 1.4 | 365 | 1.8 | 2.7 | 1.5 |
| Impulse control disorder | 60 | 0.2 | 0.3 | 0.1 | 28 | 0.1 | 0.2 | 0.1 |
| Oppositional defiant disorder | 43 | 0.1 | 0.2 | 0.1 | 7 | <0.1 | <0.1 | <0.1 |
Notes:
Denominator for percentages is the total number of comorbidities (n=36,043 [all patients], n=20,639 [newly diagnosed patients]).
Denominator for percentages is the total number of patients with ADHD and ≥1 comorbidity (n=23,344 [all patients], n=13,447 [newly diagnosed patients]).
Denominator for percentages is the total number of patients in the dataset (n=44,364 [all patients], n=24,921 [newly diagnosed patients]).
Includes atypical autism.
Abbreviation: ADHD, attention-deficit/hyperactivity disorder.
Characteristics of pharmacologically treated and non-pharmacologically treated adult patients with ADHD
| All patients with diagnosed ADHD
| Newly diagnosed ADHD patients
| |||
|---|---|---|---|---|
| Pharmacologically treated | No treatment | Pharmacologically treated | No treatment | |
| Share of total, n (%) | 34,987 (78.9) | 9,377 (21.1) | 16,365 (65.7) | 8,556 (34.3) |
| Sex, n (%) | ||||
| Male | 19,989 (78.4) | 5,510 (21.6) | 8,891 (64.3) | 4,938 (35.7) |
| Female | 14,998 (79.5) | 3,867 (20.5) | 7,474 (67.4) | 3,618 (32.6) |
| Age group, n (%) | ||||
| 18–21 years | 11,270 (77.8) | 3,214 (22.2) | 3,349 (63.5) | 1,925 (36.5) |
| 22–64 years | 23,611 (80.0) | 5,896 (20.0) | 12,976 (67.2) | 6,344 (32.8) |
| ≥65 years | 106 (28.4) | 267 (71.6) | 40 (12.2) | 287 (87.8) |
Notes:
Denominator is the total number of males (with or without treatment) for all patients.
Denominator is the total number of males (with or without treatment) for newly diagnosed patients.
Denominator is the total number of females (with or without treatment) for all patients.
Denominator is the total number of females (with or without treatment) for newly diagnosed patients.
Denominator is the total number in the age group (with or without treatment) for all patients.
Denominator is the total number in the age group (with or without treatment) for newly diagnosed patients.
Abbreviation: ADHD, attention-deficit/hyperactivity disorder.
Patient daily dose and defined daily dose of OROS-MPH among all adult patients with diagnosed ADHD treated with OROS-MPH during the study period (cross-sectional dataset; 2006–2011)
| Mean (SD) patient daily dose, mg | Defined daily dose, mg | 95% confidence limits (mg) | |
|---|---|---|---|
| Total (n=21,926) | 51.5 (31.0) | 1.72 | 51.1, 51.9 |
| Males (n=12,025) | 54.4 (33.3) | 1.81 | 53.8, 55.0 |
| Females (n=9,901) | 47.9 (27.7) | 1.60 | 47.4, 48.5 |
| Age group | |||
| 18–21 years (n=4,942) | 42.9 (21.5) | 1.43 | 42.3, 43.5 |
| 22–64 years (n=16,930) | 53.9 (32.9) | 1.80 | 53.5, 54.4 |
| ≥65 years (n=54) | 53.5 (34.9) | 1.78 | 44.0, 63.1 |
Notes:
p<0.05 for comparison with females.
p<0.05 for comparisons with 22–64 years and ≥65 years. The patient daily dose is the average daily amount of a drug that is actually prescribed. The defined daily dose is the assumed average maintenance dose per day for a drug used for its main indication in adults.31 The independent t-test was used to identify potential statistical differences in the mean dose between sexes, and analysis of variance was used to identify potential statistical differences in the mean dose between age groups.
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; OROS-MPH, osmotic release oral system methylphenidate.
Proportions of patients receiving OROS-MPH <1 DDD, 1–2 DDDs, and ≥2 DDDs during the study period (cross-sectional dataset)
| <1 DDD | 1–2 DDDs | ≥2 DDDs | |
|---|---|---|---|
| N (%) of adults with diagnosed ADHD who reported use of OROS-MPH treatment | 5,476 (25.0) | 9,951 (45.4) | 6,499 (29.6) |
| Males | 2,716 (49.6) | 5,326 (53.5) | 3,983 (61.3) |
| Females | 2,760 (50.4) | 4,625 (46.5) | 2,516 (38.7) |
| Age group, n (%) | |||
| 18–21 years | 1,470 (29.7) | 2,587 (52.3) | 885 (17.9) |
| 22–64 years | 3,992 (23.6) | 7,339 (43.3) | 5,599 (33.1) |
| ≥65 years | 14 (26.0) | 25 (46.3) | 15 (27.8) |
Notes: 1 DDD31 =30 mg MPH.
Denominators for percentages in this row are the total number of patients included in the row.
Denominators for percentages in this row are the total number of patients per DDD group (<1 DDD, 1–2 DDDs, ≥2 DDDs).
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; DDD, defined daily dose; OROS-MPH, osmotic release oral system methylphenidate.
Estimates of coefficients for the estimated change in PDD of OROS-MPH (final regression model)
| Variable | Change in PDD of OROS-MPH (%) | 95% CI (%) | ||
|---|---|---|---|---|
| Age at current prescription | 0.587 | 0.527 | 0.647 | <0.0001 |
| Male sex | 10.783 | 9.453 | 12.113 | <0.0001 |
| Expedition year | 6.545 | 6.032 | 7.057 | <0.0001 |
| Drug holiday | 15.165 | 13.814 | 16.515 | <0.0001 |
| ADHD diagnosis F90.0B | 4.037 | 2.663 | 5.412 | <0.0001 |
| ADHD diagnosis F90.0C | −4.795 | −6.945 | −2.645 | <0.0001 |
| Region: Stockholm | −9.866 | −11.422 | −8.310 | <0.0001 |
| Region: West Sweden | −5.046 | −6.768 | −3.323 | <0.0001 |
| Anxiety | −2.115 | −3.737 | −0.494 | 0.0106 |
| Depression | −1.931 | −3.767 | −0.094 | 0.0394 |
| Bipolar disorder | −5.791 | −8.180 | −3.402 | <0.0001 |
| Personality disorder | 4.803 | 2.549 | 7.057 | <0.0001 |
| Asperger syndrome | −2.840 | −5.151 | −0.529 | 0.0160 |
| Substance use disorder | 18.010 | 16.210 | 19.810 | <0.0001 |
| Add-on medication | 18.392 | 16.867 | 19.917 | <0.0001 |
| Concomitant medication: antipsychotics | 5.911 | 4.299 | 7.523 | <0.0001 |
| Concomitant medication: hypnotics | 4.514 | 3.095 | 5.933 | <0.0001 |
| Concomitant medication: SNRI | 1.750 | 0.108 | 3.393 | 0.0367 |
Notes: F90.0B: ADHD; F90.0C: Activity and attention disturbance; F90.0X: Activity and attention disturbance, unspecified.
North Sweden and expedition year 2006 used as reference.
A gap between observations for a patient in the Prescribed Drug Register exceeding 90 days.
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; OROS-MPH, osmotic release oral system methylphenidate; PDD, dispensed patient daily dose; SNRI, serotonin–norepinephrine reuptake inhibitor.