Brain and Behavior Study of Autism from Infancy through School Age

项目来源

美国卫生和人类服务部基金(HHS)

项目主持人

KAU, ALICE S

项目受资助机构

UNIV OF NORTH CAROLINA CHAPEL HILL

立项年度

2021

立项时间

未公开

项目编号

5R01HD055741-15

研究期限

未知 / 未知

项目级别

国家级

受资助金额

2047746.00美元

学科

Autism; Behavioral and Social Science; Brain Disorders; Clinical Research; Intellectual and Developmental Disabilities (IDD); Mental Health; Neurosciences; Pediatric; Prevention;

学科代码

未公开

基金类别

Non-SBIR/STTR RPGs

关键词

未公开

参与者

PIVEN, JOSEPH

参与机构

EUNICE KENNEDY SHRIVER NATIONAL INSTITUTE OF CHILD HEALTH & HUMAN DEVELOPMENT

项目标书摘要:Project Summary This application is a competing continuation of an Autism Center of Excellence (ACE) Network grant now entitled, `A Longitudinal Brain and Behavior Study of Autism from Infancy through School Age`. Prior funding has supported a prospective, longitudinal study that has collected high quality brain imaging and behavior assessments in children at high- and low- familial risk (HR, LR) for an autism spectrum disorder (ASD), at 2-4 time points (including 3, 6, 9, 12, 15 and 24 months) with 36 month diagnostic re-assessment for autism. This project has been successful in producing 50 manuscripts either published/in press (#35) or under review (#15); and generated 21 external funding opportunities, leveraging this network and expanding the scope of this work. The overarching goal of this ACE Network competing continuation is to continue to follow a unique cohort of 300 HR and 100 LR children into school age (7-10 years) with detailed brain and behavior assessments. School age is a time when academic and social functioning are critically important for future success and a time when HR children are prone to manifest comorbid psychiatric disorders, difficulties with peer relationships, and learning problems which can be assessed more extensively and with greater detail than at earlier ages. Work from this network has revealed that: (1) early brain imaging features are detectable by 6 months of age, well before ASD diagnosis is possible, in those who go on to have an ASD diagnosis at 24 months; (2) autism-specific brain and behavior features change substantially from 6-24 months of age, as autism unfolds; and, (3) brain features in the first year of life are associated with later ASD behaviors and accurately predict individual ASD diagnosis at 24 months. The proposed work extends this solid foundation. In this proposal we aim to: (1) characterize school- age clinical outcomes of HR children and determine early predictors of those clinical outcomes from brain imaging and behavioral features we have already identified from 3-36 months; (2) characterize brain and brain- behavior trajectories in HR-ASD from infancy through school-age and identify the timing of ASD-related brain changes; and (3) empirically derive and validate novel subgroups within the HR group based on brain and behavior trajectories from infancy through school age, incorporating data from molecular genetics and environmental exposures. The potential impact of this study includes: (1) early identification (< 3 years) of children who are more likely to develop school-age (7-10 years) clinical problems, increasing the potential for early intervention; (2) informing intervention studies by identifying age-specific brain targets, biomarkers of treatment efficacy, and targets for pre-clinical, cross-species studies to inform drug development; and,(3) identifying empirically-derived and biologically-meaningful subgroups, based on brain and behavior trajectories from infancy to school age, that could be used to support development of individualized interventions.

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  • 1.Early White Matter Microstructure Alterations in Infants with Down Syndrome.

    • Azrak, Omar;Garic, Dea;Nasir, Aleeshah;Swanson, Meghan R;Grzadzinski, Rebecca L;Al-Ali, Khalid;Shen, Mark D;Girault, Jessica B;St John, Tanya;Pandey, Juhi;Zwaigenbaum, Lonnie;Estes, Annette M;Wolff, Jason J;Dager, Stephen R;Schultz, Robert T;Evans, Alan C;Elison, Jed T;Yacoub, Essa;Kim, Sun Hyung;McKinstry, Robert C;Gerig, Guido;Pruett, John R Jr;Piven, Joseph;Botteron, Kelly N;Hazlett, Heather;Marrus, Natasha;Styner, Martin A
    • 《medRxiv : the preprint server for health sciences》
    • 2025年
    • 期刊

    Importance: Down syndrome, resulting from trisomy 21, is the most prevalent chromosomal disorder and a leading cause of intellectual disability. Despite its significant impact on brain development, research on the white matter microstructure in infants with Down syndrome remains limited.; Objective: To investigate early white matter microstructure in infants with Down syndrome using diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI).; Design: Infants were recruited and scanned between March 2019 and May 2024 as participants in prospective studies conducted by the Infant Brain Imaging Study (IBIS) Network. Data were analyzed in October 2024.; Setting: Data collection occurred at five research centers in Minnesota, Missouri, North Carolina, Pennsylvania, and Washington.; Participants: Down syndrome and control infants were scanned at 6 months of age. Control infants had no Down syndrome diagnosis and either had a typically developing older sibling or, if they had an older sibling with autism, were confirmed not to meet clinical best estimate criteria for an autism diagnosis.; Exposure: Diagnosis of Down syndrome.; Main Outcomes and Measures: The outcome of interest was white matter microstructure quantified using DTI and NODDI measures.; Results: A total of 49 Down syndrome (28 [57.14%] female) and 37 control (18 [48.65%] female) infants were included. Infants with Down syndrome showed significant reductions in fractional anisotropy and neurite density index across multiple association tracts, particularly in the inferior fronto-occipital fasciculus and superior longitudinal fasciculus II, consistent with reduced structural integrity and neurite density. These tracts also demonstrated increased radial diffusivity, suggesting delayed myelination. The inferior fronto-occipital fasciculus and uncinate fasciculus exhibited increased neurite dispersion and fanning in Down syndrome infants, reflected by elevated orientation dispersion index. Notably, the optic tracts in Down syndrome infants exhibited a distinct pattern of elevated fractional anisotropy and axial diffusivity, and lower radial diffusivity and orientation dispersion index, suggesting an early maturation of these pathways.; Conclusions and Relevance: This first characterization of white matter microstructure in Down syndrome infants reveals widespread white matter developmental delays. These findings provide new insights into the early neurodevelopment of Down syndrome and may inform early therapeutic interventions.

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  • 2.Brain functional connectivity correlates of autism diagnosis and familial liability in 24-month-olds

    • 关键词:
    • Infant; Functional connectivity; MRI; Default mode network; Familial;SIBLINGS RESEARCH CONSORTIUM; DEFAULT-MODE NETWORK; MOTION ARTIFACT;HIGH-RISK; INFANTS; ORGANIZATION; DISORDERS; ATTENTION; CHILDREN
    • Pruett, John R., Jr.;Todorov, Alexandre A.;Hawks, Zoe W.;Talovic, Muhamed;Nishino, Tomoyuki;Petersen, Steven E.;Davis, Savannah;Stahl, Lyn;Botteron, Kelly N.;Constantino, John N.;Dager, Stephen R.;Elison, Jed T.;Estes, Annette M.;Evans, Alan C.;Gerig, Guido;Girault, Jessica B.;Hazlett, Heather;MacIntyre, Leigh;Marrus, Natasha;McKinstry, Robert C.;Pandey, Juhi;Schultz, Robert T.;Shannon, William D.;Shen, Mark D.;Snyder, Abraham Z.;Styner, Martin;Wolff, Jason J.;Zwaigenbaum, Lonnie;Piven, Joseph
    • 《JOURNAL OF NEURODEVELOPMENTAL DISORDERS》
    • 2025年
    • 17卷
    • 1期
    • 期刊

    BackgroundfcMRI correlates of autism spectrum disorder (ASD) diagnosis and familial liability were studied in 24-month-olds at high (older affected sibling) and low familial likelihood for ASD.MethodsfcMRI comparisons of high-familial-likelihood (HL) ASD-positive (HLP, N = 23) and ASD-negative (HLN, N = 91), and low-likelihood ASD-negative (LLN, N = 27) 24-month-olds from the Infant Brain Imaging Study (IBIS) Network were conducted, employing object oriented data analysis (OODA), support vector machine (SVM) classification, and network-level fcMRI enrichment analyses.ResultsOODA (alpha = 0.0167, 3 comparisons) revealed differences in HLP and LLN fcMRI matrices (p = 0.012), but none for HLP versus HLN (p = 0.047) nor HLN versus LLN (p = 0.225). SVM distinguished HLP from HLN (accuracy = 99%, PPV = 96%, NPV = 100%), based on connectivity involving many networks. SVM accurately classified (non-training) LLN subjects with 100% accuracy. Enrichment analyses identified a cross-group fcMRI difference in the posterior cingulate default mode network 1 (pcDMN1)- temporal default mode network (tDMN) pair (p = 0.0070). Functional connectivity for implicated connections in these networks was consistently lower in HLP and HLN than in LLN (p = 0.0461 and 0.0004). HLP did not differ from HLN (p = 0.2254). Secondary testing showed HL children with low ASD behaviors still differed from LLN (p = 0.0036).Conclusions24-month-old high-familial-likelihood infants show reduced intra-DMN connectivity, a potential neural finding related to familial liability, while widely distributed functional connections correlate with ASD diagnosis.

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  • 3.Atypical functional connectivity between the amygdala and visual, salience regions in infants with genetic liability for autism.

    • 关键词:
    • MRI; amygdala; autism; functional connectivity; infant
    • Liu, Janelle;Girault, Jessica B;Nishino, Tomoyuki;Shen, Mark D;Kim, Sun Hyung;Burrows, Catherine A;Elison, Jed T;Marrus, Natasha;Wolff, Jason J;Botteron, Kelly N;Estes, Annette M;Dager, Stephen R;Hazlett, Heather C;McKinstry, Robert C;Schultz, Robert T;Snyder, Abraham Z;Styner, Martin;Zwaigenbaum, Lonnie;Pruett, John R Jr;Piven, Joseph;Gao, Wei
    • 《Cerebral cortex 》
    • 2024年
    • 34卷
    • 13期
    • 期刊

    The amygdala undergoes a period of overgrowth in the first year of life, resulting in enlarged volume by 12months in infants later diagnosed with ASD. The overgrowth of the amygdala may have functional consequences during infancy. We investigated whether amygdala connectivity differs in 12-month-olds at high likelihood (HL) for ASD (defined by having an older sibling with autism), compared to those at low likelihood (LL). We examined seed-based connectivity of left and right amygdalae, hypothesizing that the HL and LL groups would differ in amygdala connectivity, especially with the visual cortex, based on our prior reports demonstrating that components of visual circuitry develop atypically and are linked to genetic liability for autism. We found that HL infants exhibited weaker connectivity between the right amygdala and the left visual cortex, as well as between the left amygdala and the right anterior cingulate, with evidence that these patterns occur in distinct subgroups of the HL sample. Amygdala connectivity strength with the visual cortex was related to motor and communication abilities among HL infants. Findings indicate that aberrant functional connectivity between the amygdala and visual regions is apparent in infants with genetic liability for ASD and may have implications for early differences in adaptive behaviors. © The Author(s) 2024. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

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  • 4.White matter development and language abilities during infancy in autism spectrum disorder

    • 关键词:
    • YOUNG-CHILDREN; PROFILES; BRAIN; RISK; SIBLINGS; TODDLERS
    • McFayden, Tyler C.;Rutsohn, Joshua;Cetin, Gizem;Forsen, Elizabeth;Swanson, Meghan R.;Meera, Shoba S.;Wolff, Jason J.;Elison, Jed T.;Shen, Mark D.;Botteron, Kelly;Dager, Stephen R.;Estes, Annette;Gerig, Guido;McKinstry, Robert C.;Pandey, Juhi;Schultz, Robert;St John, Tanya;Styner, Martin;Truong, Young;Zwaigenbaum, Lonnie;Hazlett, Heather C.;Piven, Joseph;Girault, Jessica B.
    • 《MOLECULAR PSYCHIATRY》
    • 2024年
    • 期刊

    White matter (WM) fiber tract differences are present in autism spectrum disorder (ASD) and could be important markers of behavior. One of the earliest phenotypic differences in ASD are language atypicalities. Although language has been linked to WM in typical development, no work has evaluated this association in early ASD. Participants came from the Infant Brain Imaging Study and included 321 infant siblings of children with ASD at high likelihood (HL) for developing ASD; 70 HL infants were later diagnosed with ASD (HL-ASD), and 251 HL infants were not diagnosed with ASD (HL-Neg). A control sample of 140 low likelihood infants not diagnosed with ASD (LL-Neg) were also included. Infants contributed expressive language, receptive language, and diffusion tensor imaging data at 6-, 12-, and 24 months. Mixed effects regression models were conducted to evaluate associations between WM and language trajectories. Trajectories of microstructural changes in the right arcuate fasciculus were associated with expressive language development. HL-ASD infants demonstrated a different developmental pattern compared to the HL-Neg and LL-Neg groups, wherein the HL-ASD group exhibited a positive association between WM fractional anisotropy and language whereas HL-Neg and LL-Neg groups showed weak or no association. No other fiber tracts demonstrated significant associations with language. In conclusion, results indicated arcuate fasciculus WM is linked to language in early toddlerhood for autistic toddlers, with the strongest associations emerging around 24 months. To our knowledge, this is the first study to evaluate associations between language and WM development during the pre-symptomatic period in ASD.

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  • 5.Infants who develop autism show smaller inventories of deictic and symbolic gestures at 12months of age.

    • 关键词:
    • ASD; MCDI; communication; development; gesture; infants
    • Wu, Dennis;Wolff, Jason J;Ravi, Shruthi;Elison, Jed T;Estes, Annette;Paterson, Sarah;St John, Tanya;Abdi, Herve;Moraglia, Luke E;Piven, Joseph;Swanson, Meghan R
    • 《Autism research : official journal of the International Society for Autism Research》
    • 2024年
    • 期刊

    Gestures are an important social communication skill that infants and toddlers use to convey their thoughts, ideas, and intentions. Research suggests that early gesture use has important downstream impacts on developmental processes, such as language learning. However, autistic children are more likely to have challenges in their gestural development. The current study expands upon previous literature on the differences in gesture use between young autistic and non-autistic toddlers by collecting data using a parent-report questionnaire called the MCDI-Words and Gestures at three time points, 12, 18, and 24months of age. Results (N=467) showed that high-likelihood infants who later met diagnostic criteria for ASD (n=73 HL-ASD) have attenuated gesture growth from 12 to 24months for both deictic gestures and symbolic gestures when compared to high-likelihood infants who later did not meet criteria for ASD (n=249 HL-Neg) and low-likelihood infants who did not meet criteria for ASD (n=145 LL-Neg). Other social communicative skills, like play behaviors and imitation, were also found to be impacted in young autistic children when compared to their non-autistic peers. Understanding early differences in social communication growth before a formal autism diagnosis can provide important insights for early intervention. © 2024 International Society for Autism Research and Wiley Periodicals LLC.

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  • 6.A Comparative Analysis of the Full and Short Versions of the Social Responsiveness Scale in Estimating an Established Autism Risk Factor Association in ECHO: Do we Get the Same Estimates?

    • 关键词:
    • Autism spectrum disorder; Qualitative traits; Social ResponsivenessScale; Social; Communication;SPECTRUM DISORDERS; GESTATIONAL-AGE; TRAITS; CHILDREN; POPULATION;PREVALENCE; VALIDATION; HEALTH
    • Patti, Marisa A.;Ning, Xuejuan;Hosseini, Mina;Croen, Lisa A.;Joseph, Robert M.;Karagas, Margaret R.;Ladd-Acosta, Christine;Landa, Rebecca;Messinger, Daniel S.;Newschaffer, Craig J.;Nguyen, Ruby;Ozonoff, Sally;O'Shea, T. Michael;Schmidt, Rebecca J.;Trevino, Cindy O.;Lyall, Kristen
    • 《JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS》
    • 2023年
    • 期刊

    Purpose Prior work developed a shortened 16-item version of the Social Responsiveness Scale (SRS), a quantitative measure of social communication and autism spectrum disorder (ASD)-related traits. However, its properties for use in risk factor estimation have not been fully tested compared to the full SRS. We compared the associations between gestational age (previously established risk factor for ASD) and the 65-item "full" and 16-item "short" versions of the SRS to test the shortened version's ability to capture associations in epidemiologic analyses of ASD risk factors.Methods We used data from participants in the Environmental influences on Child Health Outcomes (ECHO) Program (n = 2,760). SRS scores were collected via maternal/caregiver report when children were aged 2.5-18 years. We compared estimates of associations between gestational age and preterm birth between the full and short SRS using multivariable linear regression, quantile regression, and prediction methods.Results Overall, associations based on full and short SRS scores were highly comparable. For example, we observed positive associations between preterm birth with both full (=2.8; 95% CI [1.7, 4.0]) and short (=2.9; 95% CI [1.6, 4.3]) SRS scores. Quantile regression analyses indicated similar direction and magnitude of associations across the distribution of SRS scores between gestational age with both short and full SRS scores.Conclusion The comparability in estimates obtained for full and short SRS scores with an "established" ASD risk factor suggests ability of the shortened SRS in assessing associations with potential ASD-related risk factors and has implications for large-scale research studies seeking to reduce participant burden.

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  • 9.Analysis of Joint Shape Variation from Multi-Object Complexes

    • 关键词:
    • Multi-object shape analysis; Shape correlation; Joint shape variation;Autism classification;ANGLE; PLS; MULTIBLOCK; SUBSPACES; PCA
    • Liu, Zhiyuan;Schulz, Joern;Taheri, Mohsen;Styner, Martin;Damon, James;Pizer, Stephen;Marron, J. S.
    • 《JOURNAL OF MATHEMATICAL IMAGING AND VISION》
    • 2022年
    • 期刊

    Shape correlation of multi-object complexes in the human body can have significant implications in understanding the development of disease. While there exist geometric and statistical methods that aim for multi-object shape analysis, very little research can effectively extract shape correlation. It is especially difficult to extract the correlation when the involved objects have different variability in separate non-Euclidean spaces. To address these difficulties, this paper proposes geometric and statistical methods to extract the shape correlation from multi-object complexes. In particular, we focus on the shape correlation of the hippocampus and the caudate subject to the development of autism. The proposed methods are designed (1) to capture objects' shape features (2) to capture shape correlation regardless of different variability between the two objects and (3) to provide interpretable shape correlation in multi-object complexes. In our experiments on synthetic data and autism data, the quantitative results and the qualitative visualization suggest that our methods are effective and robust.

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  • 10.Infants later diagnosed with autism have lower canonical babbling ratios in the first year of life

    • 关键词:
    • EXPRESSIVE LANGUAGE; MATERNAL EDUCATION; HIGH-RISK; SPECTRUM; CHILDREN;SPEECH; COMMUNICATION; PREDICTORS; TODDLERS; GROWTH
    • Yankowitz, L. D.;Petrulla, V.;Plate, S.;Tunc, B.;Guthrie, W.;Meera, S. S.;Tena, K.;Pandey, J.;Swanson, M. R.;Pruett, J. R., Jr.;Cola, M.;Russell, A.;Marrus, N.;Hazlett, H. C.;Botteron, K.;Constantino, J. N.;Dager, S. R.;Estes, A.;Zwaigenbaum, L.;Piven, J.;Schultz, R. T.;Parish-Morris, J.
    • 《MOLECULAR AUTISM》
    • 2022年
    • 13卷
    • 1期
    • 期刊

    Background Canonical babbling-producing syllables with a mature consonant, full vowel, and smooth transition-is an important developmental milestone that typically occurs in the first year of life. Some studies indicate delayed or reduced canonical babbling in infants at high familial likelihood for autism spectrum disorder (ASD) or who later receive an ASD diagnosis, but evidence is mixed. More refined characterization of babbling in the first year of life in infants with high likelihood for ASD is needed. Methods Vocalizations produced at 6 and 12 months by infants (n = 267) taking part in a longitudinal study were coded for canonical and non-canonical syllables. Infants were categorized as low familial likelihood (LL), high familial likelihood diagnosed with ASD at 24 months (HL-ASD) or not diagnosed (HL-Neg). Language delay was assessed based on 24-month expressive and receptive language scores. Canonical babble ratio (CBR) was calculated by dividing the number of canonical syllables by the number of total syllables. Generalized linear (mixed) models were used to assess the relationship between group membership and CBR, controlling for site, sex, and maternal education. Logistic regression was used to assess whether canonical babbling ratios at 6 and 12 months predict 24-month diagnostic outcome. Results No diagnostic group differences in CBR were detected at 6 months, but HL-ASD infants produced significantly lower CBR than both the HL-Neg and LL groups at 12 months. HL-Neg infants with language delay also showed reduced CBR at 12 months. Neither 6- nor 12-month CBR was significant predictors of 24-month diagnostic outcome (ASD versus no ASD) in logistic regression. Limitations Small numbers of vocalizations produced by infants at 6 months may limit the reliability of CBR estimates. It is not known if results generalize to infants who are not at high familial likelihood, or infants from more diverse racial and socioeconomic backgrounds. Conclusions Lower canonical babbling ratios are apparent by the end of the first year of life in ASD regardless of later language delay, but are also observed for infants with later language delay without ASD. Canonical babbling may lack specificity as an early marker when used on its own.

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