TY - JOUR
T1 - Roads Diverged
T2 - Developmental Trajectories of Irritability From Toddlerhood Through Adolescence
AU - Yu, Qiongru
AU - Hodgdon, Elizabeth A.
AU - Kryza-Lacombe, Maria
AU - Osuna, Lilliana
AU - Bozzetto, Lauren E.
AU - Ciro, Dianne
AU - Wakschlag, Lauren S.
AU - Wiggins, Jillian Lee
N1 - Funding Information:
This study was supyported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) grants R01HD36916, R01HD39135, and R01HD40421 and a consortium of private foundations that support the Fragile Families and Child Wellbeing Study. Disclosure: Dr. Wiggins has received funding from the National Institutes of Health for other projects and has reported owning a variety of stocks through mutual funds. Drs. Kryza-Lacombe, Ciro, and Wakschlag and Mss. Yu, Hodgdon, Osuna, and Bozzetto have reported no biomedical financial interests or potential conflicts of interest.
Funding Information:
This study was supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) grants R01HD36916, R01HD39135, and R01HD40421 and a consortium of private foundations that support the Fragile Families and Child Wellbeing Study.
Publisher Copyright:
© 2022 American Academy of Child and Adolescent Psychiatry
PY - 2023/4
Y1 - 2023/4
N2 - Objective: Irritability is a dimensional trait that manifests from early life and is a robust transdiagnostic risk factor for psychopathology and impairment. A large, national dataset was leveraged to identify and broadly characterize trajectories from toddlerhood through adolescence, which is crucial for timely, targeted interventions. Method: Data on irritability and a broad array of potential factors affecting irritability development from 4,462 children assessed longitudinally at ages 3, 5, 9, and 15 were included. Latent class growth models identified groups of children based on their nonlinear irritability trajectories from toddlerhood to adolescence. LASSO regression then identified key characteristics differentiating trajectory groups. Results: Five distinct irritability trajectories were identified, two of which were stable, maintaining medium or high irritability from age 3 to 15. Three trajectories showed undulating change over development, with an inflection point at the transition to adolescence (age 9): Most children had consistently low irritability. Two smaller groups started with high irritability at age 3 but diverged, sharply decreasing or increasing until a turning point at age 9. Developmental patterning of harsh/neglectful parenting and child internalizing symptoms most strongly differentiated trajectory groups. Sociodemographic characteristics, attachment style, neighborhood support, cognitive functioning, and genetic variation also differentiated trajectories. Conclusion: The results demonstrated the importance of the transition to adolescence as a critical inflection point for youths with fluctuating irritability trajectories. Identifying these patterns and multiple malleable factors associated with stably high or rising trajectories is an important step toward targeted interventions for the most vulnerable subgroups. Diversity & Inclusion Statement: We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. One or more of the authors of this paper received support from a program designed to increase minority representation in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group.
AB - Objective: Irritability is a dimensional trait that manifests from early life and is a robust transdiagnostic risk factor for psychopathology and impairment. A large, national dataset was leveraged to identify and broadly characterize trajectories from toddlerhood through adolescence, which is crucial for timely, targeted interventions. Method: Data on irritability and a broad array of potential factors affecting irritability development from 4,462 children assessed longitudinally at ages 3, 5, 9, and 15 were included. Latent class growth models identified groups of children based on their nonlinear irritability trajectories from toddlerhood to adolescence. LASSO regression then identified key characteristics differentiating trajectory groups. Results: Five distinct irritability trajectories were identified, two of which were stable, maintaining medium or high irritability from age 3 to 15. Three trajectories showed undulating change over development, with an inflection point at the transition to adolescence (age 9): Most children had consistently low irritability. Two smaller groups started with high irritability at age 3 but diverged, sharply decreasing or increasing until a turning point at age 9. Developmental patterning of harsh/neglectful parenting and child internalizing symptoms most strongly differentiated trajectory groups. Sociodemographic characteristics, attachment style, neighborhood support, cognitive functioning, and genetic variation also differentiated trajectories. Conclusion: The results demonstrated the importance of the transition to adolescence as a critical inflection point for youths with fluctuating irritability trajectories. Identifying these patterns and multiple malleable factors associated with stably high or rising trajectories is an important step toward targeted interventions for the most vulnerable subgroups. Diversity & Inclusion Statement: We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. One or more of the authors of this paper received support from a program designed to increase minority representation in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group.
KW - LASSO
KW - developmental trajectory
KW - irritability
KW - latent class growth model
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U2 - 10.1016/j.jaac.2022.07.849
DO - 10.1016/j.jaac.2022.07.849
M3 - Article
C2 - 36334890
AN - SCOPUS:85144457753
SN - 0890-8567
VL - 62
SP - 457
EP - 471
JO - Journal of the American Academy of Child Psychiatry
JF - Journal of the American Academy of Child Psychiatry
IS - 4
ER -