1
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Song Y, Hupfeld KE, Davies-Jenkins CW, Zöllner HJ, Murali-Manohar S, Mumuni AN, Crocetti D, Yedavalli V, Oeltzschner G, Alessi N, Batschelett MA, Puts NA, Mostofsky SH, Edden RA. Brain glutathione and GABA+ levels in autistic children. Autism Res 2024; 17:512-528. [PMID: 38279628 PMCID: PMC10963146 DOI: 10.1002/aur.3097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/28/2023] [Indexed: 01/28/2024]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by social communication challenges and repetitive behaviors. Altered neurometabolite levels, including glutathione (GSH) and gamma-aminobutyric acid (GABA), have been proposed as potential contributors to the biology underlying ASD. This study investigated whether cerebral GSH or GABA levels differ between a cohort of children aged 8-12 years with ASD (n = 52) and typically developing children (TDC, n = 49). A comprehensive analysis of GSH and GABA levels in multiple brain regions, including the primary motor cortex (SM1), thalamus (Thal), medial prefrontal cortex (mPFC), and supplementary motor area (SMA), was conducted using single-voxel HERMES MR spectroscopy at 3T. The results revealed no significant differences in cerebral GSH or GABA levels between the ASD and TDC groups across all examined regions. These findings suggest that the concentrations of GSH (an important antioxidant and neuromodulator) and GABA (a major inhibitory neurotransmitter) do not exhibit marked alterations in children with ASD compared to TDC. A statistically significant positive correlation was observed between GABA levels in the SM1 and Thal regions with ADHD inattention scores. No significant correlation was found between metabolite levels and hyper/impulsive scores of ADHD, measures of core ASD symptoms (ADOS-2, SRS-P) or adaptive behavior (ABAS-2). While both GSH and GABA have been implicated in various neurological disorders, the current study provides valuable insights into the specific context of ASD and highlights the need for further research to explore other neurochemical alterations that may contribute to the pathophysiology of this complex disorder.
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Affiliation(s)
- Yulu Song
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Kathleen E. Hupfeld
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Christopher W. Davies-Jenkins
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Helge J. Zöllner
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Saipavitra Murali-Manohar
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | | | - Deana Crocetti
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Vivek Yedavalli
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Georg Oeltzschner
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Natalie Alessi
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Mitchell A. Batschelett
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Nicolaas A.J. Puts
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
- MRC Center for Neurodevelopmental Disorders, King’s College London, London, United Kingdom
| | - Stewart H. Mostofsky
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Richard A.E. Edden
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
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2
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Song Y, Hupfeld KE, Davies-Jenkins CW, Zöllner HJ, Murali-Manohar S, Mumuni AN, Crocetti D, Yedavalli V, Oeltzschner G, Alessi N, Batschelett MA, Puts NAJ, Mostofsky SH, Edden RAE. Brain Glutathione and GABA+ levels in autistic children. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.28.559718. [PMID: 37808813 PMCID: PMC10557661 DOI: 10.1101/2023.09.28.559718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by social communication challenges and repetitive behaviors. Altered neurometabolite levels, including glutathione (GSH) and gamma-aminobutyric acid (GABA), have been proposed as potential contributors to the biology underlying ASD. This study investigated whether cerebral GSH or GABA levels differ between a large cohort of children aged 8-12 years with ASD (n=52) and typically developing children (TDC, n=49). A comprehensive analysis of GSH and GABA levels in multiple brain regions, including the primary motor cortex (SM1), thalamus (Thal), medial prefrontal cortex (mPFC), and supplementary motor area (SMA), was conducted using single-voxel HERMES MR spectroscopy at 3T. The results revealed no significant differences in cerebral GSH or GABA levels between the ASD and TDC groups across all examined regions. These findings suggest that the concentrations of GSH (an important antioxidant and neuromodulator) and GABA (a major inhibitory neurotransmitter) do not exhibit marked alterations in children with ASD compared to TDC. A statistically significant positive correlation was observed between GABA levels in the SM1 and Thal regions with ADHD inattention scores. No significant correlation was found between metabolite levels and hyper/impulsive scores of ADHD, measures of core ASD symptoms (ADOS-2, SRS-P) or adaptive behavior (ABAS-2). While both GSH and GABA have been implicated in various neurological disorders, the current study provides valuable insights into the specific context of ASD and highlights the need for further research to explore other neurochemical alterations that may contribute to the pathophysiology of this complex disorder.
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Affiliation(s)
- Yulu Song
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Kathleen E Hupfeld
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Christopher W Davies-Jenkins
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Helge J Zöllner
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Saipavitra Murali-Manohar
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | | | - Deana Crocetti
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Vivek Yedavalli
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Georg Oeltzschner
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Natalie Alessi
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Mitchell A Batschelett
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
| | - Nicolaas A J Puts
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, United Kingdom
- MRC Center for Neurodevelopmental Disorders, King's College London, London, United Kingdom
| | - Stewart H Mostofsky
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, United States
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Richard A E Edden
- The Russel H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
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McMaughan DJD, Jones JL, Mulcahy A, Tucker EC, Beverly JG, Perez-Patron M. Hospitalizations Among Children and Youth With Autism in the United States: Frequency, Characteristics, and Costs. INTELLECTUAL AND DEVELOPMENTAL DISABILITIES 2022; 60:484-503. [PMID: 36454617 DOI: 10.1352/1934-9556-60.6.484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 03/15/2022] [Indexed: 06/17/2023]
Abstract
National estimates of hospitalization diagnoses and costs were determined using the 2016 HCUP Kids' Inpatient Database. Children and youth with autism were hospitalized over 45,000 times at over $560 million in costs and 260,000 inpatient days. The most frequent principal diagnoses for hospitalizations of children and youth with autism were epilepsy, mental health conditions, pneumonia, asthma, and gastrointestinal disorders, which resulted in almost $200 million in costs and 150,000 inpatient days. Mental health diagnoses accounted for 24.8% of hospitalizations, an estimated $82 million in costs, and approximately 94,000 inpatient days. Children and youth with autism were more likely hospitalized for epilepsy, mental health diagnoses, and gastrointestinal disorders, and less likely for pneumonia and asthma compared to other children and youth.
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Grosse SD, Nichols P, Nyarko K, Maenner M, Danielson ML, Shea L. Heterogeneity in Autism Spectrum Disorder Case-Finding Algorithms in United States Health Administrative Database Analyses. J Autism Dev Disord 2022; 52:4150-4163. [PMID: 34581918 PMCID: PMC9077262 DOI: 10.1007/s10803-021-05269-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/01/2021] [Indexed: 12/19/2022]
Abstract
Strengthening systems of care to meet the needs of individuals with autism spectrum disorder (ASD) is of growing importance. Administrative data provide advantages for research and planning purposes, including large sample sizes and the ability to identify enrollment in insurance coverage and service utilization of individuals with ASD. Researchers have employed varying strategies to identify individuals with ASD in administrative data. Differences in these strategies can limit the comparability of results across studies. This review describes implications of the varying strategies that have been employed to identify individuals with ASD in US claims databases, with consideration of the strengths and limitations of each approach.
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Affiliation(s)
- Scott D Grosse
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mail Stop S106-4, Atlanta, GA, 30341, USA.
| | - Phyllis Nichols
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mail Stop S106-4, Atlanta, GA, 30341, USA
| | - Kwame Nyarko
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mail Stop S106-4, Atlanta, GA, 30341, USA
| | - Matthew Maenner
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mail Stop S106-4, Atlanta, GA, 30341, USA
| | - Melissa L Danielson
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mail Stop S106-4, Atlanta, GA, 30341, USA
| | - Lindsay Shea
- Policy and Analytics Center, A.J. Drexel Autism Institute, Drexel University, Philadelphia, PA, USA
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Shea L, Tao S, Marcus SC, Mandell D, Epstein AJ. Medicaid Disruption Among Transition-Age Youth on the Autism Spectrum. Med Care Res Rev 2022; 79:525-534. [PMID: 34632834 PMCID: PMC10775849 DOI: 10.1177/10775587211051185] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Enrollment in Medicaid facilitates access to needed services among transition-age youth on the autism spectrum and youth with intellectual disability (ID). There are long-standing programs to ensure that individuals with ID remain enrolled as they age; similar programs for autistic youth are newer, not as widespread, and may not be as effective. We compared Medicaid disenrollment and re-enrollment between transition-age youth on the autism spectrum, youth with ID, and youth with both diagnoses using a national claims-based prospective cohort study from 2008 through 2012. Autistic youth were most likely to disenroll and least likely to re-enroll. Disenrollment peaked for all three groups at ages 19 and 21. Transition-age youth on the autism spectrum experience more disruptions in access to Medicaid-reimbursed services than youth with ID. More equitable Medicaid enrollment options for autistic individuals are needed to ensure their access to critical health care as they age.
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Affiliation(s)
| | - Sha Tao
- Drexel University, Philadelphia, PA, USA
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Zhang W, Thompson KL, Watson LR, LaForett DR. Health Care Utilization for Privately and Publicly Insured Children During Autism Insurance Reform. J Autism Dev Disord 2021; 52:5042-5049. [PMID: 34816340 DOI: 10.1007/s10803-021-05370-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 11/29/2022]
Abstract
We examined the effects of insurance type on health service utilization among children with autism spectrum disorder (ASD) following autism insurance reform by analyzing the most recent data from the 2019 National Survey of Children's Health. Families with private insurance were less likely to report that their health insurance covered needed services compared to families with public insurance. Privately versus publicly insured children were not significantly different in receiving behavioral or medication treatment, or in parental frustration in efforts to obtain services. However, parents' frustration escalated with increased ASD severity. Findings from this study suggest the need for continuing to improve implementation of health insurance reform legislation and providing adequate ASD-related services for children with private insurance.
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Affiliation(s)
- Wanqing Zhang
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA.
| | - Kelsey L Thompson
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA
| | - Linda R Watson
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA
| | - Doré R LaForett
- Frank Porter Graham Child Development Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Assessing the Healthy People 2020 Objective to Expand Early Treatment Receipt Among a National Sample of Children with Autism Spectrum Disorder. J Dev Behav Pediatr 2021; 41:359-365. [PMID: 32168260 DOI: 10.1097/dbp.0000000000000786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To assess the progress of the Healthy People 2020 (HP2020) objective to increase the proportion of children with autism spectrum disorder (ASD) who receive treatment by 48 months old and to examine the relationship between predisposing, enabling, and need factors and age of initial treatment receipt. METHOD We used data from the National Survey of Children's Health, 2016 to 2017, a nationally representative study of US children. Our sample included children aged 3 to 17 years old with ASD who received treatment (N = 1333). We conducted χ goodness of fit tests and logistic regression. RESULTS The HP2020 objective to enroll 57.6% of 8-year-old children with ASD in treatment by 48 months old was not met (40.9%). Among 3- to 5-year-old children with ASD, the proportion who received treatment by 48 months old was more than double that of 8-year-old children (88.3%). We detected social inequities and significant differences by provider type and state mandate. CONCLUSION Research with larger samples is needed to continue tracking progress. If the goal continues not to be met, work will be required to explain stagnation and to inform additional targeted efforts to reduce the age of initial treatment.
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Choi KR, Knight EA, Stein BD, Coleman KJ. Autism Insurance Mandates in the US: Comparison of Mandated Commercial Insurance Benefits Across States. Matern Child Health J 2021; 24:894-900. [PMID: 32356129 DOI: 10.1007/s10995-020-02950-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Autism mandates are laws that require commercial insurers to cover certain evidence-based treatments for Autism Spectrum Disorder (ASD). The purpose of this study was to review state variability in autism insurance mandates and the benefits they cover and to discuss recommendations for research and policy to improve ASD services across states. METHODS Data were extracted from 2001 to 2020 from all 50 states plus the District of Columbia (N = 51) from policy text. News articles and websites of ASD advocacy organizations were also reviewed to ensure inclusion of the most recent policy changes. Descriptive statistics and heatmaps were used to characterize the autism mandate landscape and visualize variability in benefit parameters across states. RESULTS Autism mandates vary greatly in benefit parameters across US states, but there is a common set of benefits that most states have adopted. These include coverage of provider-recommended ASD services except for medical equipment, coverage up to an age limit of 18 to 21, an annual dollar limit of $36,000 with no restriction on the number of hours or visits, no lifetime cap on benefits, and requirement of BCBA® certification or its equivalent for providers of ABA. DISCUSSION There is a need for continued research evaluating the impact of autism mandates and benefit parameters on access to care, service utilization, and clinical outcomes for the ASD population. Stakeholder engagement and understanding the impact of autism mandates on clinical and patient-centered outcomes may provide direction for policy advocacy and public health initiatives.
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Affiliation(s)
- Kristen R Choi
- UCLA School of Nursing, 700 Tiverton Ave, Factor Bldg Room 3-238, Los Angeles, CA, 90095, USA. .,Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, Pasadena, CA, 91101-2453, USA.
| | - Elizabeth A Knight
- Utility for Care Data Analysis, Kaiser Foundation Health Plan, Program Office, One Kaiser Plaza - 21 Bayside, Oakland, CA, 94612, USA
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA, 15213, USA
| | - Karen J Coleman
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, Pasadena, CA, 91101-2453, USA
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Grosse SD, Ji X, Nichols P, Zuvekas SH, Rice CE, Yeargin-Allsopp M. Spending on Young Children With Autism Spectrum Disorder in Employer-Sponsored Plans, 2011-2017. Psychiatr Serv 2021; 72:16-22. [PMID: 33076792 PMCID: PMC7879423 DOI: 10.1176/appi.ps.202000099] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVE Rapid increases in the prevalence of autism spectrum disorder (ASD) and increased access to intensive behavioral interventions have likely increased health care spending. This study estimated recent changes in spending among privately insured children with and without current ASD. METHODS A repeated cross-sections analysis of 2011-2017 claims data from large-employer-sponsored health plans assessed changes in annual expenditures by service type for children ages 3-7 enrolled for ≥1 year and with two or more claims with ASD billing codes within a calendar year and for all other children. RESULTS Mean spending per child with a current-year ASD diagnosis increased by 51% in 2017 U.S. dollars, from roughly $13,000 in 2011 to $20,000 in 2017. Among children who did not meet the current-year ASD case definition, per-child spending increased by 8%. Spending on children with ASD accounted for 41% of spending growth for children ages 3-7 during 2011-2017. Outpatient behavioral intervention-related spending per child with ASD increased by 376%, from $1,746 in 2011 to $8,317 in 2017; spending on all other services increased by 2%. Their share of behavioral intervention-related spending increased from 13.2% in 2011 to 41.7% in 2017. In 2011, 2.5% of children with current-year ASD diagnoses incurred ≥$20,000 in outpatient behavioral intervention-related spending, which increased to 14.4% in 2017. CONCLUSIONS During 2011-2017, spending increased six times as much for privately insured children ages 3-7 with current-year ASD as for children without ASD, largely from increased behavioral intervention-related spending. One in seven children received at least $20,000 in services in 2017.
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Affiliation(s)
- Scott D Grosse
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Xu Ji
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Phyllis Nichols
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Samuel H Zuvekas
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Catherine E Rice
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
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10
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Kulage KM, Goldberg J, Usseglio J, Romero D, Bain JM, Smaldone AM. How has DSM-5 Affected Autism Diagnosis? A 5-Year Follow-Up Systematic Literature Review and Meta-analysis. J Autism Dev Disord 2020; 50:2102-2127. [PMID: 30852784 DOI: 10.1007/s10803-019-03967-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We conducted a 5-year follow-up systematic review and meta-analysis to determine change in frequency of autism spectrum disorder (ASD) diagnosis since diagnostic and statistical manual 5 (DSM-5) publication and explore the impact of Social Communication Disorder (SCD). For 33 included studies, use of DSM-5 criteria suggests decreases in diagnosis for ASD [20.8% (16.0-26.7), p < 0.001], DSM-IV-TR Autistic Disorder [10.1% (6.2-16.0), p < 0.001], and Asperger's [23.3% (12.9-38.5), p = 0.001]; pervasive developmental disorder-not otherwise specified decrease was not significant [46.1% (34.6-58.0), p = 0.52]. Less than one-third [28.8% (13.9-50.5), p = 0.06] of individuals diagnosed with DSM-IV-TR but not DSM-5 ASD would qualify for SCD. Findings suggest smaller decreases in ASD diagnoses compared to earlier reviews. Future research is needed as concerns remain for impaired individuals without a diagnosis.
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Affiliation(s)
- Kristine M Kulage
- Columbia University School of Nursing, 630 West 168th Street, Box 6, New York, NY, 10032, USA.
| | - Johanna Goldberg
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - John Usseglio
- Augustus C. Long Health Sciences Library, Columbia University Irving Medical Center, 701 West 168th Street, New York, NY, 10032, USA
| | - Danielle Romero
- Lucile Packard Children's Hospital at Stanford, 770 Welch Road, Palo Alto, CA, 94304, USA
| | - Jennifer M Bain
- Department of Neurology, Division of Child Neurology, Columbia University Vagelos College of Physicians and Surgeons, 180 Fort Washington Avenue, 5th Floor, New York, NY, 10032, USA
| | - Arlene M Smaldone
- Columbia University School of Nursing, 630 West 168th Street, Box 6, New York, NY, 10032, USA
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11
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McBain RK, Cantor JH, Kofner A, Stein BD, Yu H. State Insurance Mandates and the Workforce for Children With Autism. Pediatrics 2020; 146:peds.2020-0836. [PMID: 32900876 PMCID: PMC7546088 DOI: 10.1542/peds.2020-0836] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/04/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND State mandates have required insurance companies to provide coverage for autism-related child health care services; however, it has not been determined if insurance mandates have improved the supply of child health care providers. We investigate the effect of state insurance mandates on the supply of child psychiatrists, pediatricians, and board-certified behavioral analysts (BCBAs). METHODS We used data from the National Conference of State Legislatures and Health Resources and Services Administration's Area Health Resource Files to examine child psychiatrists, pediatricians, and BCBAs in all 50 states from 2003 to 2017. Fixed-effects regression models compared change in workforce density before versus one year after mandate implementation and the effect of mandate generosity across 44 US states implementing mandates between 2003 and 2017. RESULTS From 2003 to 2017, child psychiatrists increased from 7.40 to 10.03 per 100 000 children, pediatricians from 62.35 to 68.86, and BCBAs from 1.34 to 29.88. Mandate introduction was associated with an additional increase of 0.77 BCBAs per 100 000 children (95% confidence interval [CI]: 0.18 to 1.42) one year after mandate enactment. Mandate introduction was also associated with a more modest increase among child psychiatrists (95% CI: 0.10 to 0.91) and was not associated with the prevalence of pediatricians (95% CI: -0.76 to 1.13). We also found evidence that more generous mandate benefits were associated with larger effects on workforce supply. CONCLUSIONS State insurance mandates were associated with an ∼16% increase in BCBAs from 2003 to 2017, but the association with child psychiatrists was smaller and nonsignificant among pediatricians. In these findings, it is suggested that policies are needed that specifically address workforce constraints in the provision of services for children with autism spectrum disorder.
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Affiliation(s)
| | | | | | | | - Hao Yu
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Harvard University, Boston, Massachusetts
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12
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Heterogeneity in the costs of medical care among people living with HIV/AIDS in the United States. AIDS 2019; 33:1491-1500. [PMID: 30950881 DOI: 10.1097/qad.0000000000002220] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The costs of medical care for people with HIV/AIDS (PWH) vary substantially across demographic groups, stages of disease progression and regionally across the United States. We aimed to estimate medical costs for PWH and examine the heterogeneity in costs within key patient groups typically distinguished in cost-effectiveness analyses. DESIGN Retrospective cohort study using health administrative databases for diagnosed PWH in care at 17 HIV Research Network sites across the United States. METHODS We estimated mean quarterly costs for key patient groups using multivariable generalized linear mixed effects models. We used quantile regression to highlight differences in the effect of covariates within each patient group (difference between covariate estimates at the mean versus the 90th percentile of quarterly costs), identifying covariates with a larger effect among the highest cost PWH, or generating greater uncertainty in mean cost estimates. RESULTS Our sample included 40 022 patients with a median age of 39 years. Mean quarterly costs were highest for people who inject drugs with advanced disease progression and for PWH on antiretroviral treatment (ART). Within patient groups, we found the most heterogeneity at different levels of resource use for PWH on ART and PWH off ART with CD4 cell counts less than 200 cells/μl, people who inject drugs, as well as PWH in the South. CONCLUSION The study quantifies heterogeneity in costs both across and within key PWH patient groups. Our results highlight the need for sensitivity analysis on cost estimates and may inform decisions on model structure in cost-effectiveness analyses on HIV/AIDS treatment and prevention strategies.
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Monz BU, Houghton R, Law K, Loss G. Treatment patterns in children with autism in the United States. Autism Res 2019; 12:517-526. [PMID: 30629336 PMCID: PMC6519302 DOI: 10.1002/aur.2070] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 10/18/2018] [Accepted: 12/10/2018] [Indexed: 01/10/2023]
Abstract
Children with autism receive different types of non-drug treatments. We aimed to describe caregiver-reported pattern of care and its variability by geography and healthcare coverage in a US-wide sample of children aged 3-17 years. We recruited caregivers from the Simons Foundation Powering Autism Research for Knowledge (SPARK) cohort. Two online questionnaires (non-drug treatment, Autism Impact Measure) were completed in September/October 2017. Primary outcome measures were caregiver-reported types and intensities of treatments (behavioral, developmental/relationship, speech and language (SLT), occupational, psychological, "other"; parent/caregiver training) in the previous 12 months. Main explanatory variables were geography and type of healthcare coverage. We investigated associations between the type/intensity of treatments and geography (metropolitan/nonmetropolitan) or coverage (Medicaid vs privately insured by employer) using regression analysis. Caregivers (n = 5,122) were mainly mothers (92.1%) with mean (SD) age of 39.0 (7.3) years. Mean child age was 9.1 (3.9) years; mostly males (80.0%). Almost all children received at least one intervention (96.0%). Eighty percent received SLT or occupational therapy, while 52.0% received both. Behavioral therapy and SLT were significantly more frequent and more intense in metropolitan than in nonmetropolitan areas. No consistently significant associations were seen between healthcare coverage and frequency or intensity of interventions. At least one barrier such as "waiting list" and "no coverage" was reported by 44.8%. In conclusion, in children sampled from SPARK, we observed differences between metropolitan and nonmetropolitan areas, while we did not find significant differences between those privately insured versus Medicaid. Autism Res 2019, 12: 517-526 © 2019 The Authors. Autism Research published by International Society for Autism Research published by Wiley Periodicals, Inc. LAY SUMMARY: The American Academy of Child and Adolescent Psychiatry recommends the use of multiple treatment modalities in autism spectrum disorder (ASD). We wanted to understand what types of treatment children (aged 3-17 years) with ASD receive in the United States, how and where the treatments take place and for how long. We invited caregivers from Simons Foundation Powering Autism Research for Knowledge ("SPARK ," https://sparkforautism.org/) to complete the study questions online. Participants reported on utilization of conventional, non-drug treatments for ASD, including behavioral interventions, developmental/relationship interventions, speech and language therapy (SLT), occupational therapy, psychological therapy, and parent/caregiver training. People that completed the study (n = 5,122) were primarily mothers of the child with ASD (92%); most of the children were boys (80%). The ASD care for the child was mostly coordinating by the mother. Almost all children received at least some type of non-drug therapies (96%), most often SLT and/or occupational therapy, mainly provided in school. Behavioral therapy was most often received in public school in rural areas, while at home in urban areas. We saw less use of behavioral therapy and SLT in rural areas, but overall comparable use between children covered by Medicaid and those covered by private insurance. Almost half the caregivers reported at least one barrier to treatment, such as "waiting list" and "no coverage." More than half said that their child benefited "much" or "very much" from the therapies received. While overall non-drug treatment rates for children with ASD were high in the United States in our study, differences existed depending on where the family lives; not only regarding the type of therapy, but also where it takes place.
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Affiliation(s)
- Brigitta U. Monz
- Personalized Health Care Data Science, Real World DataF. Hoffmann‐La Roche Ltd.BaselSwitzerland
| | - Richard Houghton
- Personalized Health Care Data Science, Real World DataF. Hoffmann‐La Roche Ltd.BaselSwitzerland
- Department of Clinical Pharmacy and Toxicology, School CAPHRIMaastricht UMC+MaastrichtThe Netherlands
| | - Kiely Law
- Kennedy Krieger InstituteInteractive Autism NetworkBaltimoreMaryland
- Department of PediatricsJohns Hopkins University School of MedicineBaltimoreMaryland
| | - Georg Loss
- Personalized Health Care Data Science, Real World DataF. Hoffmann‐La Roche Ltd.BaselSwitzerland
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Wang L, Ma J, Dholakia R, Howells C, Lu Y, Chen C, Li R, Murray M, Leslie D. Changes in Healthcare Expenditures After the Autism Insurance Mandate. RESEARCH IN AUTISM SPECTRUM DISORDERS 2019; 57:97-104. [PMID: 31440305 PMCID: PMC6706245 DOI: 10.1016/j.rasd.2018.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
BACKGROUND In recent years, most U.S. states have passed autism mandates requiring private insurers to cover autism spectrum disorders (ASD). Little is known about the post-mandate changes in healthcare expenditures. METHOD This study utilized 2006-2012 de-identified insurance claims data from the largest insurer in Pennsylvania (PA), where the mandate went into effect in 2009. Healthcare expenditures were defined as the amount the insurer paid for healthcare services and were adjusted to 2012 price level. A mixed model approach was used to analyze the expenditures. RESULTS A total of 9,471 children with ASD were included in the study. Although the pre-mandate total expenditures per child with ASD were similar, the post-mandate expenditures significantly increased for groups subject to the autism mandate (87% increase from $7,754 in 2008 to $14,486 in 2010) compared to the exempt groups (27% increase from $7,238 to $9,171). By insurance type, the change from 2008 to 2010 in ASD-related expenditures per child with ASD was $8,439 for fully insured large employer sponsored plans and $43 for the Children's Health Insurance Program (CHIP), both subject to the PA mandate; and $2,631 for the self-insured, $980 for small-employers, and $-92 for individual plans, all of which are exempt from the mandate. These increases were due to outpatient services but not inpatient or drug costs. CONCLUSIONS Healthcare expenditures increased significantly following the PA autism mandate. Nonexempt, large employer groups had the largest increase in spending. Some exempt, self-insured companies may have voluntarily covered ASD services, leading to a moderate increase.
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Affiliation(s)
- Li Wang
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
- Department of Statistics, Penn State University, University Park, PA
- Department of Psychiatry, Penn State College of Medicine, Hershey, PA
| | - Junyi Ma
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Ruchita Dholakia
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Callie Howells
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Yun Lu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Chen Chen
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Runze Li
- Department of Statistics, Penn State University, University Park, PA
| | - Michael Murray
- Department of Psychiatry, Penn State College of Medicine, Hershey, PA
| | - Douglas Leslie
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
- Department of Psychiatry, Penn State College of Medicine, Hershey, PA
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