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National Trends in the Outpatient Diagnosis and Treatment of Bipolar Disorder in Youth
Carmen Moreno, MD;
Gonzalo Laje, MD;
Carlos Blanco, MD, PhD;
Huiping Jiang, PhD;
Andrew B. Schmidt, CSW;
Mark Olfson, MD, MPH
Arch Gen Psychiatry. 2007;64(9):1032-1039.
ABSTRACT
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Context Although bipolar disorder may have its onset during childhood, little is known about national trends in the diagnosis and management of bipolar disorder in young people.
Objectives To present national trends in outpatient visits with a diagnosis of bipolar disorder and to compare the treatment provided to youth and adults during those visits.
Design We compare rates of growth between 1994-1995 and 2002-2003 in visits with a bipolar disorder diagnosis by individuals aged 0 to 19 years vs those aged 20 years or older. For the period of 1999 to 2003, we also compare demographic, clinical, and treatment characteristics of youth and adult bipolar disorder visits.
Setting Outpatient visits to physicians in office-based practice.
Participants Patient visits from the National Ambulatory Medical Care Survey (1999-2003) with a bipolar disorder diagnosis (n = 962).
Main Outcome Measures Visits with a diagnosis of bipolar disorder by youth (aged 0-19 years) and by adults (aged 20 years).
Results The estimated annual number of youth office-based visits with a diagnosis of bipolar disorder increased from 25 (1994-1995) to 1003 (2002-2003) visits per 100 000 population, and adult visits with a diagnosis of bipolar disorder increased from 905 to 1679 visits per 100 000 population during this period. In 1999 to 2003, most youth bipolar disorder visits were by males (66.5%), whereas most adult bipolar disorder visits were by females (67.6%); youth were more likely than adults to receive a comorbid diagnosis of attention-deficit/hyperactivity disorder (32.2% vs 3.0%, respectively; P < .001); and most youth (90.6%) and adults (86.4%) received a psychotropic medication during bipolar disorder visits, with comparable rates of mood stabilizers, antipsychotics, and antidepressants prescribed for both age groups.
Conclusions There has been a recent rapid increase in the diagnosis of youth bipolar disorder in office-based medical settings. This increase highlights a need for clinical epidemiological reliability studies to determine the accuracy of clinical diagnoses of child and adolescent bipolar disorder in community practice.
INTRODUCTION
Accumulating evidence suggests that there has been a recent increase in the clinical diagnosis of bipolar disorder among young people.1-2 Between 1995 and 2000, the proportion of youth in a large database of privately insured patients who received outpatient treatment for bipolar disorder increased by 67%2 while the proportion who received inpatient treatment for bipolar disorder increased by 74%.1 Recent reports3-5 further indicate that children and adolescents commonly receive pharmacological treatments for bipolar disorder. However, 1 recent study6 suggests that children and adolescents diagnosed with bipolar disorder are somewhat less likely than their adult counterparts to be prescribed mood stabilizers. The extent to which there has been a recent national increase in the outpatient diagnosis of childhood bipolar disorder and the pattern of its pharmacological treatment remain unknown.
There is evidence to suggest that bipolar disorder in young people may sometimes be misdiagnosed. In 1 recent study7 of adolescent inpatients, almost one-half of bipolar disorder diagnoses made by community clinicians were reclassified as depression or conduct disorder when research-based quality assessments were implemented. This situation contrasts with other reports of underrecognition of bipolar illness among youth.8-11 Changes in clinical diagnosis are also common among young individuals who are eventually treated for bipolar disorder.12-13
In clinical practice, the accurate recognition and diagnosis of youth bipolar disorder may be complicated by high rates of psychiatric comorbidity and symptom overlap with other, more prevalent psychiatric disorders. Comorbid attention-deficit/hyperactivity disorder (ADHD) and oppositional defiant disorder are especially common among youth with bipolar disorder.14-17 Typical manifestations of ADHD, such as distractibility or hyperactivity, are also present in pediatric bipolar disorder.15-16,18 Severe irritability and mood symptoms can also occur in children and adolescents with ADHD not meeting full criteria for bipolar disorder.19-20 Other comorbidities, such as anxiety14-15 and conduct disorders,14 have also been reported in youth with bipolar disorder.
There is currently a dearth of information concerning national trends in the diagnosis of bipolar disorder among children and adolescents and the treatments that these young people receive. To help address this gap in the literature, we describe recent national trends in the volume and treatment of office-based medical visits provided to youth and adults diagnosed with bipolar disorder.
METHODS
SOURCE OF DATA
The National Ambulatory Medical Care Survey (NAMCS) is conducted annually by the National Center for Health Statistics. It samples a nationally representative group of visits to nonfederally employed office-based physicians who are primarily engaged in direct patient care. The NAMCS uses a multistage probability sample design involving samples of primary sampling units (a county, a group of adjacent counties, or a standard metropolitan statistical area), physician practices within primary sampling units, and patient visits within physician practices. During 1 week, attending physicians or their office staffs complete a 1-page form about demographic, clinical, and treatment characteristics of each patient visit. Visits to other mental health care providers are not included in the survey. Following National Center for Health Statistics recommendations, we combined data from contiguous survey years to establish a larger base on which to derive estimates so as to arrive at more stable annual estimates for survey years with few annual visits. To estimate temporal trends in youth and adult bipolar disorder visits, we grouped visits in the following calendar years: 1994 to 1995, 1996 to 1997, 1998 to 1999, 2000 to 2001, and 2002 to 2003. To compare current practice patterns in delivery of care to youth and adults with bipolar disorder, we grouped the visits from 1999 to 2003. Response rates through the years varied from 70% to 73%.
VARIABLES
Diagnoses were made by the treating physicians according to the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM), and no specific training was provided. Visits were classified as bipolar mania (codes 296.0, 296.1, and 296.4), bipolar depression (code 296.5), bipolar mixed (code 296.6), and bipolar unspecified (codes 296.7-296.80 and 296.89). Although most ICD-9-CM and DSM-IV diagnoses share the same codes, there are some differences between the diagnostic systems. The ICD-9-CM includes 2 codes not present in the DSM-IV: 296.1 (manic disorder, recurrent episode) and 296.81 (atypical manic disorder). The code 296.89 includes bipolar II disorder in DSM-IV, whereas in ICD-9-CM, it refers to manic-depressive psychosis mixed type. Comorbidity was defined as visits that were given an additional code of a mental disorder: codes 290-319, 780.1, or 995.5. Up to 5 ICD-9-CM codes were specified for each patient visit.
Visits for the treatment of bipolar disorder that included psychotropic medications were classified into 5 medication groups: mood stabilizers, antipsychotics, antidepressants, benzodiazepines, and stimulants. Mood stabilizers included lithium carbonate or citrate and anticonvulsants, with anticonvulsants further subdivided into valproate and others (carbamazepine, lamotrigine, topiramate, gabapentin, oxcarbazepine, levetiracetam, and tiagabine hydrochloride). Antipsychotics included second-generation (clozapine, risperidone, olanzapine, quetiapine fumarate, ziprasidone hydrochloride, and aripiprazole) and first-generation (all other) agents. Antidepressants included tricyclics and tetracyclics, selective serotonin reuptake inhibitors (fluoxetine hydrochloride, sertraline hydrochloride, citalopram hydrobromide, escitalopram oxalate, fluvoxamine maleate, and paroxetine hydrochloride), and other antidepressants (venlafaxine hydrochloride, bupropion hydrochloride, trazodone hydrochloride, nefazodone hydrochloride, mirtazapine, and monoamine oxidase inhibitors). Stimulants included methylphenidate hydrochloride, amphetamines, and pemoline. Visits including psychotherapy or counseling were coded as psychotherapy visits.
Data regarding sources of payment for the visit were collapsed into 3 non–mutually exclusive categories: public insurance (Medicare, Medicaid, and other government insurance), private insurance, and a residual category including self-payment, no charge, uncompensated care, workers' compensation, and unknown payment source.
Data were collected on patient age, sex, race, and ethnicity as determined by physician judgment. Visits were also classified according to whether the physician had ever seen the patient before. Duration of the visit in minutes was recorded as well.
ANALYTIC STRATEGY
We estimated bipolar disorder visit rates per 100 000 population, bipolar disorder visits as a proportion of visits with mental disorder diagnoses, and bipolar disorder visits as a proportion of total office-based visits for years 1994 to 1995, 1996 to 1997, 1998 to 1999, 2000 to 2001, and 2002 to 2003.
To estimate population bipolar disorder visit rates, we used as numerators the weighted national estimates of bipolar disorder visits for youth and adults. Denominators were derived from intercensal estimates of the populations aged 0 to 19 years (youth sample) and 20 years and older (adult sample) from the 1990 and 2000 US census data. We used these estimates to conduct trend analyses of office-based youth and adult visits with a diagnosis of bipolar disorder for years 1994 to 1995, 1996 to 1997, 1998 to 1999, 2000 to 2001, and 2002 to 2003. To estimate the proportion of bipolar disorder visits per total mental health visits, denominators were the weighted NAMCS estimates of total mental health office-based visits. Mental health visits were defined as visits with a psychiatric diagnosis, ICD-9-CM codes 290-319, 780.1, and 995.5, for the 2 age groups. To estimate the proportion of bipolar disorder visits per total office-based visits, denominators were the weighted NAMCS estimates of all office-based visits.
To examine whether the characteristics of bipolar disorder visits vary by age, we compared the treatment provided during bipolar disorder visits between the 2 age groups. Group comparisons are presented with respect to demographic and insurance characteristics, comorbid diagnoses, pharmacological and psychotherapeutic management, and whether the treating physician was a psychiatrist. Because the low number of bipolar disorder visits by youth in years prior to 1999 would result in unreliable estimates, we limit our comparisons to the surveys between 1999 and 2003.
STATISTICAL METHODS
The National Center for Health Statistics weights each NAMCS visit to correct for sampling imperfections. Reported percentages are based on weighted estimates. To assess change over time in youth and adult bipolar disorder visit rates per population, we used a linear regression model with log[rate/(1–rate)] of bipolar disorder visits as the response variable and year, age group (youth vs adult), and their interaction as predictors. To assess change over time in the proportion of bipolar disorder visits over all office-based visits by children and adults, a logistic regression analysis modeled the probability of bipolar disorder visits out of all office-based visits (response variable) as a function of year, age group, and their interaction. In both models, if the interaction term was not significant, the model without the interaction term was tested. In all of the models, adults and youth without a diagnosis of bipolar disorder were the reference categories. Thus, the coefficient of the time variable reflects the rate of increase of adult bipolar disorder visits over time. The rate of increase in youth bipolar disorder visits is obtained by adding the coefficient of time and the coefficient of the interaction terms. The interaction term measures the group difference in the rate of increase in bipolar disorder visits.
The differences between youth and adult visits between 1999 and 2003 with respect to the demographic and clinical characteristics were examined using 2 tests for categorical variables and t tests for continuous variables. Logistic regression analyses were conducted to determine patient demographic and clinical factors associated with bipolar disorder diagnosis. All of the tests were 2-sided and were performed at a significance level of = .05.
To account for the complex survey design, the SUDAAN version 9.0.1 (Research Triangle Institute, Research Triangle Park, North Carolina) and SAS version 9.1.3 (SAS Institute, Inc, Cary, North Carolina) statistical software packages were used to estimate means and corresponding standard errors and 95% confidence intervals for the rate estimates, as well as to conduct the logistic regression analyses.
RESULTS
TRENDS IN YOUTH AND ADULT VISITS WITH A BIPOLAR DISORDER DIAGNOSIS
In the United States, the annual number of office-based visits with a diagnosis of bipolar disorder was estimated to increase in youth from 25 (1994-1995) to 1003 (2002-2003) per 100 000 population, whereas in adults it increased from 905 (1994-1995) to 1679 (2002-2003) per 100 000 population. The linear model showed a significant interaction effect between time and age group on the bipolar disorder diagnosis visit rate per population (β = 0.73; SE = 0.13; t6 = 5.60; P = .001), indicating a faster increase in the bipolar disorder diagnosis visit rate per 100 000 persons in youth (β = 0.90; SE = 0.09; t6 = 9.80; P < .001) than in adults (β = 0.17; SE = 0.13; t6 = 1.86; P = .11) during the study period.
The percentage of visits with a mental disorder diagnosis that were for a diagnosis of bipolar disorder increased among youth from 0.42% (1994-1995) to 6.67% (2002-2003) and among adults from 4.77% (1994-1995) to 6.58% (2002-2003). As a percentage of total office-based visits, visits with a diagnosis of bipolar disorder increased among youth from 0.01% (1994-1995) to 0.06% (1996-1997), 0.15% (1998-1999), 0.29% (2000-2001), and 0.44% (2002-2003), and among adults from 0.31% to 0.32%, 0.38%, 0.50%, and 0.50% during the same periods, respectively (Figure). Based on the logistic regression analysis, there was also an interaction effect between age group and year (β = 0.53; SE = 0.11; t6 = 4.82; P < .001), indicating that the bipolar disorder diagnosis visit rate per total office-based visits increased faster in youth than in adults during the study period. Over all of the office-based clinical visits during 1994 to 2003, for every 2 years, the log odds of the bipolar disorder diagnosis visit rate for youth increased by 0.67 (β = 0.67; SE = 0.10; t6 = 6.59; P < .001), whereas they increased by 0.14 for adults (β = 0.14; SE = 0.03; t6 = 3.36; P = .007). As a result, the odds ratio between adults and youth with respect to the proportion of visits with bipolar disorder diagnosis per office-based visits changed from 26.8 (95% confidence interval, 10.0-72.2) in 1994 to 1995 to 1.2 (95% confidence interval, 0.7-1.9) in 2002 to 2003.
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Figure. National trends in visits with a diagnosis of bipolar disorder as a percentage of total office-based visits by youth (aged 0-19 years) and adults (aged 20 years).
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DEMOGRAPHIC AND CLINICAL CHARACTERISTICS COMPARISON BETWEEN YOUTH AND ADULTS
Between 1999 and 2003, 154 visits to physicians by youth and 808 visits by adults in which a diagnosis of bipolar disorder was received were sampled, representing 763 visits per 100 000 population for youth and 1602 visits per 100 000 population for adults. Approximately two-thirds of the youth bipolar disorder visits were by males, whereas roughly two-thirds of the adult bipolar disorder visits were by females. There were no significant age group differences in the other demographic characteristics. In both groups, most visits were by patients who were white, had previously seen the physician, and paid for the visit with private insurance. Psychiatrists provided care in most visits by both patient age groups. Overall, comorbid mental disorders were as frequent in youth bipolar disorder visits as in adult bipolar disorder visits (Table 1).
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Table 1. Demographic and Clinical Characteristics of Office-Based Youth and Adult Visits for Bipolar Disorder, 1999-2003a
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In the logistic regression model conducted to determine patient demographic and clinical factors associated with bipolar disorder diagnosis among youth, male sex was associated with an increased likelihood of bipolar disorder diagnosis (odds ratio, 1.93; 95% confidence interval, 1.30-2.87; P = .001). After controlling for ADHD, the effect of sex on youth bipolar disorder diagnosis achieved only marginal significance (P = .05).
TREATMENT PROVIDED DURING OFFICE-BASED PHYSICIAN VISITS
Most visits by both youth and adult patients with a diagnosis of bipolar disorder included the prescription of at least 1 psychotropic medication. The 2 age groups were also similar with respect to visit duration and the proportion of visits that included psychotherapy. Youth and adults received a mood stabilizer in approximately two-thirds of the visits. Anticonvulsants were the mood stabilizers most frequently prescribed in both samples. A similar proportion of youth and adults received a prescription of an antidepressant. Approximately one-third of the visits with antidepressant prescriptions in both age groups did not include prescription of a mood stabilizer. There were no significant differences in the proportions of youth and adult bipolar disorder visits that included a prescription of antipsychotics, although atypical antipsychotics were prescribed proportionately more frequently to youth. Stimulants were prescribed in approximately a 7 times greater proportion of youth than adult bipolar disorder visits. By contrast, benzodiazepines were prescribed in approximately a 5 times greater proportion of adult than youth bipolar disorder visits. About 6 in 10 visits in both age groups with bipolar disorder diagnosis included prescription of a combination medication regimen (Table 2).
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Table 2. Treatment Provided to Youth and Adult Patients With Bipolar Disorder During Office-Based Physician Visits, 1999-2003a
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COMMENT
There has been a recent national increase in the number of office-based visits with a diagnosis of bipolar disorder, with an especially impressive increase among visits by younger patients. While the diagnosis of bipolar disorder in adults increased nearly 2-fold during the 10-year study period, the diagnosis of bipolar disorder in youth increased approximately 40-fold during this period.
The impressive increase in the diagnosis of childhood and adolescent bipolar disorder in US office-based practice indicates a shift in clinical diagnostic practices. In broad terms, either bipolar disorder was historically underdiagnosed in children and adolescents and that problem has now been rectified, or bipolar disorder is currently being overdiagnosed in this age group. Without independent systematic diagnostic assessments, we cannot confidently select between these competing hypotheses.
It is possible that pediatric bipolar disorder, previously underdiagnosed, is now being appropriately recognized at earlier ages. The median age at onset of bipolar disorder has been located between ages 19 and 23 years,21-24 indicating that in 50% of patients, the illness starts at a younger age. Long delays in treatment seeking have been previously documented when the onset occurs in childhood or in adolescence,25 perhaps owing to problems with clinical recognition. In recent years, there has been an increase in academic attention devoted to pediatric bipolar disorder. A search of the MEDLINE (1966-2005) database retrieved 5 publications related to pediatric bipolar disorder prior to 1980, 27 from 1980 to 1989, 50 from 1990 to 1999, and 227 from 2000 to 2005. In addition, childhood bipolar disorder has been regularly featured in the popular press.26-27 These developments may have raised clinical and public awareness and promoted appropriate treatment seeking and clinical recognition of the condition at earlier ages.
Another possibility is that bipolar disorder is now being overdiagnosed in the pediatric population. A lack of homogeneous age-specific diagnostic criteria may have promoted misdiagnosis of other conditions under the label of bipolar disorder. Subthreshold manic symptoms are common (6%-13.3%) in adolescent community samples28-29 and have been reported (3.3%) in clinical pediatric epidemiological studies.30 In these pediatric samples, only a small proportion of youth (0%,28 0.1%,31 and 1%29) meet full bipolar disorder criteria. In outpatient samples, manic symptoms are relatively nonspecific30 and there is considerable disagreement in reports of manic symptoms by youth, parents, and teachers.32-34 Low concordance across informants has been reported for several other child and adolescent mental disorders35-38 and supports the need for multiple informants in the diagnostic process.35-38 Manic symptoms have also been described in a variety of clinical disorders and conditions other than bipolar disorder.20, 39-44
Symptomatic overlap between ADHD and pediatric bipolar disorder may be an important source of diagnostic uncertainty. Some of the most frequently reported symptoms of pediatric bipolar disorder such as distractibility, pressured speech, and irritability17 overlap with ADHD symptoms. In addition, the expanding use of second-generation antipsychotic medications4, 45 and mood stabilizers3, 46 to treat aggressive and effectively labile youth may have also contributed to a shift toward diagnosis of child and adolescent bipolar disorder.
To help determine the true prevalence of pediatric bipolar disorder in clinical practice, it will be important for researchers and clinicians to reach a consensus concerning diagnostic criteria and assessment methods. Most research groups agree on the utility of DSM-IV adult criteria to define classic bipolar phenotypes in children and adolescents.15-16,41, 47-50 However, some researchers have modified the criteria for pediatric bipolar disorder to address the problem of symptom overlap of irritability with ADHD and oppositional defiant disorder.16, 48 For example, some investigators have specifically required elated mood or grandiosity,51 whereas others have specifically required elated mood.52
Several semistructured validated instruments exist for the diagnosis of bipolar disorder in youth.53-55 However, they require specific training and may be too time-consuming to be used routinely in clinical practice. A widely implemented screening scale, the Child Behavior Checklist, has been used as a screen for pediatric bipolar disorder,56 although several recent studies34, 57-58 indicate that it does not reliably identify affected youth. Selective and developmentally appropriate screening tools, such as the Child Mania Rating Scale59 or the parent version of the Mood Disorder Questionnaire,60-61 are also starting to be tested in young people. In addition, the Conner's Abbreviated Parent Questionnaire appears to have acceptable psychometric screening properties for pediatric bipolar disorder.62
As a separate line of research, it may be helpful to probe the diagnostic processes used in routine clinical practice. For example, it might be informative to assess whether clinicians give more weight to particular clinical presentations, such as high levels of aggression, than to specific DSM-IV symptoms. In research on adult bipolar I disorder, there is considerable discordance between structured diagnostic interviews and expert reinterview.24
Visits by youth and adults with a diagnosis of bipolar disorder share several background characteristics, with 2 important exceptions. First, consistent with earlier national studies,25, 63-64 visits by adults with a bipolar disorder diagnosis were disproportionately made by females. In line with clinical samples,14, 16, 65 the reverse was true of youth visits with a bipolar disorder diagnosis. Second, there were different patterns of comorbidity. In agreement with previous studies,14-17,65 we found that comorbid diagnosis of ADHD was higher in the youth visit sample than in the adult visit sample. Our analyses suggest that boys with comorbid ADHD may account for the predominance of males among youth diagnosed with bipolar disorder. Without prospective longitudinal research, it is not possible to determine the extent to which pediatric bipolar disorder is a developmental subtype of the adult illness characterized by this sex and comorbidity pattern14, 66 or the extent to which highly irritable boys with ADHD are being misdiagnosed as having bipolar disorder.20, 67-68
The strength of treatment efficacy data differs markedly between adult and youth bipolar disorder. Evidence supporting current adult prescription practices is well documented.69-71 Meanwhile, treatment efficacy data in pediatric bipolar disorder remain limited mostly to case series and open trials, with only a few double-blind, placebo-controlled published studies.72-75 Evidence for lithium efficacy comes from 1 small, positive, randomized, placebo-controlled trial in a heterogeneous sample including adolescents with and at risk for bipolar disorder with comorbid substance dependence.74
The current analyses have several important limitations. First, diagnoses in the NAMCS are based on the independent judgment of the treating physician rather than on an independent objective assessment. For this reason, the data represent patterns in the diagnosis of bipolar disorder rather than patterns in the treated prevalence of the disorder. Second, no information is available concerning the dosage of the prescribed psychotropic medications. Third, data from the NAMCS are cross-sectional and therefore do not permit examination of duration and succession of treatment trials. Fourth, sample sizes limit efforts to evaluate the independence of associations between patient demographic and clinical characteristics and provision of psychotropic treatment. Fifth, the NAMCS records visits rather than individual patients, and the number of duplicated data for individual patients is unknown. Last, because the sample is restricted to office-based visits, it does not include visits to community mental health centers, hospital outpatient clinics, and various other clinical settings where patients with bipolar disorder receive mental health care, nor does it include mental health care provided by nonphysicians.
A rapidly increasing number of office-based visits are being provided for the treatment of young people diagnosed with bipolar disorder. Despite controversy concerning the continuity of pediatric and adult bipolar disorder, there appear to be few differences in the pharmacological management of youth and adult bipolar disorder visits in office-based practice. As noted for other psychiatric conditions,76 physicians may be generalizing pharmacological treatment principles developed from adult clinical trials to the treatment of children and adolescents. There is an urgent need to study the reliability and validity using multiple informant strategies of the diagnosis of child and adolescent bipolar disorder in community practice and to evaluate the effectiveness and safety of pharmacological treatment regimens commonly used to treat youth diagnosed with bipolar disorder.
AUTHOR INFORMATION
Correspondence: Mark Olfson, MD, MPH, Department of Psychiatry, Columbia University/New York State Psychiatric Institute, 1051 Riverside Dr, New York, NY 10032 (mo49{at}columbia.edu).
Submitted for Publication: August 24, 2006; final revision received February 16, 2007; accepted February 18, 2007.
Financial Disclosure: Dr Olfson has received grants from Bristol-Myers Squibb and Eli Lilly and Company, has worked as a consultant for Bristol-Myers Squibb, Eli Lilly and Company, Pfizer, and McNeil, and serves on a speaker's bureau for Janssen.
Funding/Support: This work was supported by the Alicia Koplowitz Foundation Fellowship in Child and Adolescent Psychiatry (Dr Moreno), the Spanish Ministry of Health, Instituto de Salud Carlos III, Red de Enfermedades Mentales (REM-TAP Network) (Dr Moreno), and grants MD000206 (Dr Olfson), U18 HS016097 (Dr Olfson), DA00482 (Dr Blanco), DA015559 (Dr Blanco), and DA019606 (Dr Blanco) from the National Institutes of Health. Dr Laje is funded by the Intramural Research Program of the National Institute of Mental Health, National Institutes of Health, US Department of Health and Human Services.
Disclaimer: The content of this publication does not necessarily reflect the views or policies of the US Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the US government.
Author Affiliations: Unidad de Adolescentes, Hospital General Universitario Gregorio Marañón, Servicio de Psiquiatría, Madrid, Spain (Dr Moreno); New York State Psychiatric Institute (Drs Moreno, Blanco, and Olfson and Mr Schmidt), and Department of Psychiatry, College of Physicians and Surgeons (Drs Moreno, Blanco, and Olfson) and Department of Biostatistics, Mailman School of Public Health (Dr Jiang), Columbia University, New York; and Genetic Basis of Mood and Anxiety Disorders, Mood and Anxiety Program, National Institute of Mental Health, Bethesda, Maryland (Dr Laje).
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