83 results on '"Tapert, Susan F."'
Search Results
2. Prenatal Tobacco Exposure Associations With Physical Health and Neurodevelopment in the ABCD Cohort.
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Gonzalez, Marybel Robledo, Uban, Kristina A., Tapert, Susan F., and Sowell, Elizabeth R.
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Objective: To investigate the strength and reproducibility of the teratogenic impact of prenatal tobacco exposure (PTE) on child physical health and neurodevelopmental outcomes, in the context of intersecting sociodemographic and other prenatal correlates, and test if early postnatal health mediates PTE associations with childhood outcomes. Method: Among 9-10-year-olds (N= 8,803) in the Adolescent Brain Cognitive Development Study, linear mixed-effect models tested PTE associations with birth and childhood outcomes of physical health, cognitive performance, and brain structure, controlling for confounding sociodemographic and prenatal health correlates. Mediation analysis tested the extent to which health at birth explained the associations between PTE and childhood outcomes. Results: PTE was reported by 12%of mothers (8% [n= 738] pre-knowledge of pregnancy only, and 4%[n= 361] pre- and post-knowledge of pregnancy). PTEwas highest for children with a risk for passive smoke exposure. Overall, children with any PTE had shorter breastfeeding durations than those without PTE, and PTE following knowledge of pregnancy was associated with being small for gestational age having lower birth weight, and obesity and lower cortical volume and surface area in childhood. Among children fromhigh-parent education households, any PTE was related to lower cognitive performance, which was partially mediated by duration of breastfeeding. Conclusions: PTE was linked to poorer health indicators at birth and neurodevelopmental outcomes at age 9-10 years in a large community cohort, independent of sociodemographic factors. Efficacious interventions for smoking-cessation during pregnancy are still needed and should incorporate support for breastfeeding to promote healthier development. [ABSTRACT FROM AUTHOR]
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- 2023
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3. Effects of the COVID-19 Pandemic on Screen Time and Sleep in Early Adolescents.
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Kiss, Orsolya, Nagata, Jason M., de Zambotti, Massimiliano, Dick, Anthony Steven, Marshall, Andrew T., Sowell, Elizabeth R., Van Rinsveld, Amandine, Guillaume, Mathieu, Pelham III, William E., Gonzalez, Marybel R., Brown, Sandra A., Dowling, Gayathri J., Lisdahl, Krista M., Tapert, Susan F., and Baker, Fiona C.
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Objective: During the COVID-19 pandemic, adolescents and families have turned to online activities and social platforms more than ever to maintainwell-being, connect remotely with friends and family, and online schooling. However, excessive screen use can have negative effects on health (e.g., sleep). This study examined changes in sleep habits and recreational screen time (social media, video gaming), and their relationship, before and across the first year of the pandemic in adolescents in the Adolescent Brain Cognitive Development (ABCD) Study. Method: Mixed-effect models were used to examine associations between self-reported sleep and screen time using longitudinal data of 5,027 adolescents in the ABCD Study, assessed before the pandemic (10-13 years) and across six time points between May 2020 and March 2021 (pandemic). Results: Time in bed varied, being higher during May-August 2020 relative to pre-pandemic, partially related to the school summer break, before declining in October 2020 to levels lower than pre-pandemic. Screen time steeply increased and remained high across all pandemic time points relative to pre-pandemic. Higher social media use and video gaming were associated with shorter time in bed, later bedtimes, and longer sleep onset latency. Conclusions: Sleep behavior and screen time changed during the pandemic in early adolescents. More screen time was associated with poorer sleep behavior, before and during the pandemic. While recreational screen usage is an integral component of adolescent's activities, especially during the pandemic, excessive use can have negative effects on essential health behaviors, highlighting the need to promote balanced screen usage. [ABSTRACT FROM AUTHOR]
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- 2023
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4. Parental Knowledge/Monitoring and Adolescent Substance Use: A Causal Relationship?
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Pelham III, William E., Tapert, Susan F., Gonzalez, Marybel R., Wade, Natasha E., Lisdahl, Krista M., Guillaume, Mathieu, Marshall, Andrew T., Van Rinsveld, Amandine, Dick, Anthony Steven, Baker, Fiona C., Breslin, Florence J., Baskin-Sommers, Arielle, Sheth, Chandni S., and Brown, Sandra A.
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Objective: Many studies have shown that parental knowledge/monitoring is correlated with adolescent substance use, but the association may be confounded by the many preexisting differences between families with low versus high monitoring. We attempted to produce more rigorous evidence for a causal relation using a longitudinal design that took advantage of within-family fluctuations in knowledge/monitoring during the COVID-19 pandemic. Method: Youth (N = 8,780, age range = 10.5-15.6 years) at 21 sites across the United States completed up to seven surveys over 12 months. Youth reported on their parents' knowledge/monitoring of their activities and their substance use in the past month. Regressions were fit to within-family changes in youth-perceived knowledge/monitoring and substance use between survey waves. By analyzing within-family changes over time, we controlled for all stable, a priori differences that exist between families with low versus high levels of youth-perceived knowledge/monitoring. Results: Youth initially denying substance use were significantly more likely to start reporting use when they experienced a decrease in the level of perceived knowledge/monitoring (relative risk [RR] = 1.18, p, .001). Youth initially endorsing substance use were significantly more likely to stop reporting use when they experienced an increase in the level of perceived knowledge/monitoring (RR = 1.06; p, .001). Associations were similar or larger when adjusting for several time-varying potential confounders. Conclusion: In a large, sociodemographically diverse sample, within-family changes in youth-perceived parental knowledge/monitoring over time were robustly associated with changes in youths' engagement in substance use. Findings lend support to the hypothesis that parent knowledge/monitoring is causally related to substance involvement in early adolescence. [ABSTRACT FROM AUTHOR]
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- 2023
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5. Effects of emerging alcohol use on developmental trajectories of functional sleep measures in adolescents.
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Kiss, Orsolya, Goldstone, Aimée, Zambotti, Massimiliano de, Yüksel, Dilara, Hasler, Brant P, Franzen, Peter L, Brown, Sandra A, Bellis, Michael D De, Nagel, Bonnie J, Nooner, Kate B, Tapert, Susan F, Colrain, Ian M, Clark, Duncan B, and Baker, Fiona C
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- 2023
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6. Pandemic-Related Changes in the Prevalence of Early Adolescent Alcohol and Drug Use, 2020–2021: Data From a Multisite Cohort Study.
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Pelham III, William E., Tapert, Susan F., Zúñiga, María Luisa, Thompson, Wesley K., Wade, Natasha E., Gonzalez, Marybel R., Patel, Herry, Baker, Fiona C., Dowling, Gayathri J., Van Rinsveld, Amandine M., Baskin-Sommers, Arielle, Kiss, Orsolya, and Brown, Sandra A.
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Evaluate changes in early adolescent substance use from May 2020 to May 2021 during the coronavirus disease 2019 pandemic using data from a prospective nationwide cohort: the Adolescent Brain Cognitive Development Study. In 2018–2019, 9,270 youth aged 11.5–13.0 completed a prepandemic assessment of past-month alcohol and drug use, then up to seven during-pandemic assessments between May 2020 and May 2021. We compared the prevalence of substance use among same-age youth across these eight timepoints. Pandemic-related decreases in the past-month prevalence of alcohol use were detectable in May 2020, grew larger over time, and remained substantial in May 2021 (0.3% vs. 3.2% prepandemic, p <.001). Pandemic-related increases in inhalant use (p =.04) and prescription drug misuse (p <.001) were detectable in May 2020, shrunk over time, and were smaller but still detectable in May 2021(0.1%-0.2% vs. 0% pre-pandemic). Pandemic-related increases in nicotine use were detectable between May 2020 and March 2021 and no longer significantly different from prepandemic levels in May 2021 (0.5% vs. 0.2% prepandemic, p =.09). There was significant heterogeneity in pandemic-related change in substance use at some timepoints, with increased rates among youth identified as Black or Hispanic or in lower-income families versus stable or decreased rates among youth identified as White or in higher-income families. Among youth ages 11.5–13.0 years old, rates of alcohol use remained dramatically reduced in May 2021 relative to prepandemic and rates of prescription drug misuse and inhalant use remained modestly increased. Differences remained despite the partial restoration of prepandemic life, raising questions about whether youth who spent early adolescence under pandemic conditions may exhibit persistently different patterns of substance use. [ABSTRACT FROM AUTHOR]
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- 2023
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7. Multi-dimensional predictors of first drinking initiation and regular drinking onset in adolescence: A prospective longitudinal study.
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Nguyen-Louie, Tam T., Thompson, Wesley K., Sullivan, Edith V., Pfefferbaum, Adolf, Gonzalez, Camila, Eberson-Shumate, Sonja C., Wade, Natasha E., Clark, Duncan B., Nagel, Bonnie J., Baker, Fiona C., Luna, Beatriz, Nooner, Kate B., de Zambotti, Massimiliano, Goldston, David B., Knutson, Brian, Pohl, Kilian M., and Tapert, Susan F.
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Early adolescent drinking onset is linked to myriad negative consequences. Using the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA) baseline to year 8 data, this study (1) leveraged best subsets selection and Cox Proportional Hazards regressions to identify the most robust predictors of adolescent first and regular drinking onset, and (2) examined the clinical utility of drinking onset in forecasting later binge drinking and withdrawal effects. Baseline predictors included youth psychodevelopmental characteristics, cognition, brain structure, family, peer, and neighborhood domains. Participants (N=538) were alcohol-naïve at baseline. The strongest predictors of first and regular drinking onset were positive alcohol expectancies (Hazard Ratios [HRs]=1.67–1.87), easy home alcohol access (HRs=1.62–1.67), more parental solicitation (e.g., inquiring about activities; HRs=1.72–1.76), and less parental control and knowledge (HRs=.72–.73). Robust linear regressions showed earlier first and regular drinking onset predicted earlier transition into binge and regular binge drinking (βs=0.57–0.95). Zero-inflated Poisson regressions revealed that delayed first and regular drinking increased the likelihood (Incidence Rate Ratios [IRR]=1.62 and IRR=1.29, respectively) of never experiencing withdrawal. Findings identified behavioral and environmental factors predicting temporal paths to youthful drinking, dissociated first from regular drinking initiation, and revealed adverse sequelae of younger drinking initiation, supporting efforts to delay drinking onset. • Pre-drinking youth, family, peer, and neighborhood characteristics all predict alcohol onset. • Youth personality/disposition and parental involvement are most predictive of alcohol use onset. • Age at first drink is a stronger predictor of withdrawal symptoms than weekly drinking onset age. • Delaying first and weekly drinking onset may mitigate potential downstream deleterious effects. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Adolescent alcohol use is linked to disruptions in age-appropriate cortical thinning: an unsupervised machine learning approach
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Sun, Delin, Adduru, Viraj R., Phillips, Rachel D., Bouchard, Heather C., Sotiras, Aristeidis, Michael, Andrew M., Baker, Fiona C., Tapert, Susan F., Brown, Sandra A., Clark, Duncan B., Goldston, David, Nooner, Kate B., Nagel, Bonnie J., Thompson, Wesley K., De Bellis, Michael D., and Morey, Rajendra A.
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Cortical thickness changes dramatically during development and is associated with adolescent drinking. However, previous findings have been inconsistent and limited by region-of-interest approaches that are underpowered because they do not conform to the underlying spatially heterogeneous effects of alcohol. In this study, adolescents (n= 657; 12–22 years at baseline) from the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study who endorsed little to no alcohol use at baseline were assessed with structural magnetic resonance imaging and followed longitudinally at four yearly intervals. Seven unique spatial patterns of covarying cortical thickness were obtained from the baseline scans by applying an unsupervised machine learning method called non-negative matrix factorization (NMF). The cortical thickness maps of all participants’ longitudinal scans were projected onto vertex-level cortical patterns to obtain participant-specific coefficients for each pattern. Linear mixed-effects models were fit to each pattern to investigate longitudinal effects of alcohol consumption on cortical thickness. We found in six NMF-derived cortical thickness patterns, the longitudinal rate of decline in no/low drinkers was similar for all age cohorts. Among moderate drinkers the decline was faster in the younger adolescent cohort and slower in the older cohort. Among heavy drinkers the decline was fastest in the younger cohort and slowest in the older cohort. The findings suggested that unsupervised machine learning successfully delineated spatially coordinated patterns of vertex-level cortical thickness variation that are unconstrained by neuroanatomical features. Age-appropriate cortical thinning is more rapid in younger adolescent drinkers and slower in older adolescent drinkers, an effect that is strongest among heavy drinkers.
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- 2023
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9. Identifying high school risk factors that forecast heavy drinking onset in understudied young adults.
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Zhao, Qingyu, Paschali, Magdalini, Dehoney, Joseph, Baker, Fiona C., de Zambotti, Massimiliano, De Bellis, Michael D., Goldston, David B., Nooner, Kate B., Clark, Duncan B., Luna, Beatriz, Nagel, Bonnie J., Brown, Sandra A., Tapert, Susan F., Eberson, Sonja, Thompson, Wesley K., Pfefferbaum, Adolf, Sullivan, Edith V., and Pohl, Kilian M.
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Heavy alcohol drinking is a major, preventable problem that adversely impacts the physical and mental health of US young adults. Studies seeking drinking risk factors typically focus on young adults who enrolled in 4-year residential college programs (4YCP) even though most high school graduates join the workforce, military, or community colleges. We examined 106 of these understudied young adults (USYA) and 453 4YCPs from the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA) by longitudinally following their drinking patterns for 8 years from adolescence to young adulthood. All participants were no-to-low drinkers during high school. Whereas 4YCP individuals were more likely to initiate heavy drinking during college years, USYA participants did so later. Using mental health metrics recorded during high school, machine learning forecasted individual-level risk for initiating heavy drinking after leaving high school. The risk factors differed between demographically matched USYA and 4YCP individuals and between sexes. Predictors for USYA drinkers were sexual abuse, physical abuse for girls, and extraversion for boys, whereas 4YCP drinkers were predicted by the ability to recognize facial emotion and, for boys, greater openness. Thus, alcohol prevention programs need to give special consideration to those joining the workforce, military, or community colleges, who make up the majority of this age group. • Young adults who joined 4-year residential colleges were likely to initiate heavy drinking during college years. • Young adults who joined the workforce, military, or community colleges increased drinking after college age. • Risk factors during high school that forecast heavy drinking onset in young adulthood differ between the two career paths. [ABSTRACT FROM AUTHOR]
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- 2024
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10. The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research
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Zhao, Qingyu, Nooner, Kate B., Tapert, Susan F., Adeli, Ehsan, Pohl, Kilian M., Kuceyeski, Amy, and Sabuncu, Mert R.
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Despite the advantage of neuroimaging-based machine learning (ML) models as pivotal tools for investigating brain-behavior relationships in neuropsychiatric studies, these data-driven predictive approaches have yet to yield substantial, clinically actionable insights for mental health care. A notable impediment lies in the inadequate accommodation of most ML research to the natural heterogeneity within large samples. Although commonly thought of as individual-level analyses, many ML algorithms are unimodal and homogeneous and thus incapable of capturing the potentially heterogeneous relationships between biology and psychopathology. We review the current landscape of computational research targeting population heterogeneity and argue that there is a need to expand from brain subtyping and behavioral phenotyping to analyses that focus on heterogeneity at the relational level. To this end, we review and suggest several existing ML models with the capacity to discern how external environmental and sociodemographic factors moderate the brain-behavior mapping function in a data-driven fashion. These heterogeneous ML models hold promise for enhancing the discovery of individualized brain-behavior associations and advancing precision psychiatry.
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- 2025
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11. How Do Anger and Impulsivity Impact Fast-Food Consumption in Transitional Age Youth?
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Meruelo, Alejandro D., Brumback, Ty, Pelham, William E., Wade, Natasha E., Thomas, Michael L., Coccaro, Emil F., Nooner, Kate B., Brown, Sandra A., Tapert, Susan F., and Mrug, Sylvie
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•Higher anger level and impulsivity predicted greater fast-food consumption frequency.•Greater fast-food consumption frequency and impulsivity predicted higher anger levels.•A bidirectional link may exist between anger and fast-food consumption.•Food selection considerations may be important for those at risk for anger.
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- 2024
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12. Self‐reported sleep and circadian characteristics predict alcohol and cannabis use: A longitudinal analysis of the National Consortium on Alcohol and Neurodevelopment in Adolescence Study
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Hasler, Brant P., Graves, Jessica L., Wallace, Meredith L., Claudatos, Stephanie, Franzen, Peter L., Nooner, Kate B., Brown, Sandra A., Tapert, Susan F., Baker, Fiona C., and Clark, Duncan B.
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Growing evidence indicates that sleep characteristics predict future substance use and related problems. However, most prior studies assessed a limited range of sleep characteristics, studied a narrow age span, and included few follow‐up assessments. Here, we used six annual assessments from the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study, which spans adolescence and young adulthood with an accelerated longitudinal design, to examine whether multiple sleep characteristics in any year predict alcohol and cannabis use the following year. The sample included 831 NCANDA participants (423 females; baseline age 12–21 years). Sleep variables included circadian preference, sleep quality, daytime sleepiness, the timing of midsleep (weekday/weekend), and sleep duration (weekday/weekend). Using generalized linear mixed models (logistic for cannabis; ordinal for binge severity), we tested whether each repeatedly measured sleep characteristic (years 0–4) predicted substance use (alcohol binge severity or cannabis use) the following year (years 1–5), covarying for age, sex, race, visit, parental education, and previous year's substance use. Greater eveningness, more daytime sleepiness, later weekend sleep timing, and shorter sleep duration (weekday/weekend) all predicted more severe alcohol binge drinking the following year. Only greater eveningness predicted a greater likelihood of any cannabis use the following year. Post‐hoc stratified exploratory analyses indicated that some associations (e.g., greater eveningness and shorter weekend sleep duration) predicted binge severity only in female participants, and that middle/high school versus post‐high school adolescents were more vulnerable to sleep‐related risk for cannabis use. Our findings support the relevance of multiple sleep/circadian characteristics in the risk for future alcohol binge severity and cannabis use. Preliminary findings suggest that these risk factors vary based on developmental stage and sex. Results underscore a need for greater attention to sleep/circadian characteristics as potential risk factors for substance use in youth and may inform new avenues to prevention and intervention. Here, we examined whether various sleep characteristics predicted subsequent alcohol and/or cannabis use in longitudinal data from the NCANDA study. As shown in the figure, multiple sleep characteristics predicted more severe binge alcohol use the following year, with shorter weekend sleep duration emerging as the predominant predictor of binge alcohol use in the full model with all sleep characteristics included. Additional analyses suggest that sleep‐related risk varies based on substance type, developmental stage, and sex assigned at birth.
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- 2022
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13. A methodological checklist for fMRI drug cue reactivity studies: development and expert consensus
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Ekhtiari, Hamed, Zare-Bidoky, Mehran, Sangchooli, Arshiya, Janes, Amy C., Kaufman, Marc J., Oliver, Jason A., Prisciandaro, James J., Wüstenberg, Torsten, Anton, Raymond F., Bach, Patrick, Baldacchino, Alex, Beck, Anne, Bjork, James M., Brewer, Judson, Childress, Anna Rose, Claus, Eric D., Courtney, Kelly E., Ebrahimi, Mohsen, Filbey, Francesca M., Ghahremani, Dara G., Azbari, Peyman Ghobadi, Goldstein, Rita Z., Goudriaan, Anna E., Grodin, Erica N., Hamilton, J. Paul, Hanlon, Colleen A., Hassani-Abharian, Peyman, Heinz, Andreas, Joseph, Jane E., Kiefer, Falk, Zonoozi, Arash Khojasteh, Kober, Hedy, Kuplicki, Rayus, Li, Qiang, London, Edythe D., McClernon, Joseph, Noori, Hamid R., Owens, Max M., Paulus, Martin P., Perini, Irene, Potenza, Marc, Potvin, Stéphane, Ray, Lara, Schacht, Joseph P., Seo, Dongju, Sinha, Rajita, Smolka, Michael N., Spanagel, Rainer, Steele, Vaughn R., Stein, Elliot A., Steins-Loeber, Sabine, Tapert, Susan F., Verdejo-Garcia, Antonio, Vollstädt-Klein, Sabine, Wetherill, Reagan R., Wilson, Stephen J., Witkiewitz, Katie, Yuan, Kai, Zhang, Xiaochu, and Zilverstand, Anna
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Cue reactivity is one of the most frequently used paradigms in functional magnetic resonance imaging (fMRI) studies of substance use disorders (SUDs). Although there have been promising results elucidating the neurocognitive mechanisms of SUDs and SUD treatments, the interpretability and reproducibility of these studies is limited by incomplete reporting of participants’ characteristics, task design, craving assessment, scanning preparation and analysis decisions in fMRI drug cue reactivity (FDCR) experiments. This hampers clinical translation, not least because systematic review and meta-analysis of published work are difficult. This consensus paper and Delphi study aims to outline the important methodological aspects of FDCR research, present structured recommendations for more comprehensive methods reporting and review the FDCR literature to assess the reporting of items that are deemed important. Forty-five FDCR scientists from around the world participated in this study. First, an initial checklist of items deemed important in FDCR studies was developed by several members of the Enhanced NeuroImaging Genetics through Meta-Analyses (ENIGMA) Addiction working group on the basis of a systematic review. Using a modified Delphi consensus method, all experts were asked to comment on, revise or add items to the initial checklist, and then to rate the importance of each item in subsequent rounds. The reporting status of the items in the final checklist was investigated in 108 recently published FDCR studies identified through a systematic review. By the final round, 38 items reached the consensus threshold and were classified under seven major categories: ‘Participants’ Characteristics’, ‘General fMRI Information’, ‘General Task Information’, ‘Cue Information’, ‘Craving Assessment Inside Scanner’, ‘Craving Assessment Outside Scanner’ and ‘Pre- and Post-Scanning Considerations’. The review of the 108 FDCR papers revealed significant gaps in the reporting of the items considered important by the experts. For instance, whereas items in the ‘General fMRI Information’ category were reported in 90.5% of the reviewed papers, items in the ‘Pre- and Post-Scanning Considerations’ category were reported by only 44.7% of reviewed FDCR studies. Considering the notable and sometimes unexpected gaps in the reporting of items deemed to be important by experts in any FDCR study, the protocols could benefit from the adoption of reporting standards. This checklist, a living document to be updated as the field and its methods advance, can help improve experimental design, reporting and the widespread understanding of the FDCR protocols. This checklist can also provide a sample for developing consensus statements for protocols in other areas of task-based fMRI.
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- 2022
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14. Traumatic brain injury, working memory-related neural processing, and alcohol experimentation behaviors in youth from the ABCD cohort.
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Delfel, Everett L., Aguinaldo, Laika, Correa, Kelly, Courtney, Kelly E., Max, Jeffrey E., Tapert, Susan F., and Jacobus, Joanna
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Adolescent traumatic brain injury (TBI) has long-term effects on brain functioning and behavior, impacting neural activity under cognitive load, especially in the reward network. Adolescent TBI is also linked to risk-taking behaviors including alcohol misuse. It remains unclear how TBI and neural functioning interact to predict alcohol experimentation during adolescence. Using Adolescent Brain Cognitive Development (ABCD) study data, this project examined if TBI at ages 9–10 predicts increased odds of alcohol sipping at ages 11–13 and if this association is moderated by neural activity during the Emotional EN-Back working memory task at ages 11–13. Logistic regression analyses showed that neural activity in regions of the fronto-basal ganglia network predicted increased odds of sipping alcohol by ages 11–13 (p <.05). TBI and left frontal pole activity interacted to predict alcohol sipping (OR = 0.507, 95% CI [0.303 - 0.846], p =.009) – increased activity predicted decreased odds of alcohol sipping for those with a TBI (OR = 0.516, 95% CI [0.314 - 0.850], p =.009), but not for those without (OR = 0.971, 95% CI [0.931 −1.012], p =.159). These findings suggest that for youth with a TBI, increased BOLD activity in the frontal pole, underlying working memory, may be uniquely protective against the early initiation of alcohol experimentation. Future work will examine TBI and alcohol misuse in the ABCD cohort across more time points and the impact of personality traits such as impulsivity on these associations. [ABSTRACT FROM AUTHOR]
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- 2024
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15. Longitudinal Impact of Childhood Adversity on Early Adolescent Mental Health During the COVID-19 Pandemic in the ABCD Study Cohort: Does Race or Ethnicity Moderate Findings?
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Stinson, Elizabeth A., Sullivan, Ryan M., Peteet, Bridgette J., Tapert, Susan F., Baker, Fiona C., Breslin, Florence J., Dick, Anthony S., Gonzalez, Marybel Robledo, Guillaume, Mathieu, Marshall, Andrew T., McCabe, Connor J., Pelham, William E., Van Rinsveld, Amandine, Sheth, Chandni S., Sowell, Elizabeth R., Wade, Natasha E., Wallace, Alexander L., and Lisdahl, Krista M.
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During the COVID-19 pandemic in the United States, mental health among youth has been negatively affected. Youth with a history of adverse childhood experiences (ACEs), as well as youth from minoritized racial-ethnic backgrounds, may be especially vulnerable to experiencing COVID-19–related distress. The aims of this study are to examine whether exposure to pre-pandemic ACEs predicts mental health during the COVID-19 pandemic in youth and whether racial-ethnic background moderates these effects.
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- 2021
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16. Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents.
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Zhao, Qingyu, Sullivan, Edith V., Honnorat, Nicolas, Adeli, Ehsan, Podhajsky, Simon, De Bellis, Michael D., Voyvodic, James, Nooner, Kate B., Baker, Fiona C., Colrain, Ian M., Tapert, Susan F., Brown, Sandra A., Thompson, Wesley K., Nagel, Bonnie J., Clark, Duncan B., Pfefferbaum, Adolf, and Pohl, Kilian M.
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DRINKING behavior ,DIFFUSION tensor imaging ,NEURAL development ,ALCOHOLISM ,TEENAGERS ,ALCOHOL drinking - Abstract
Importance: Maturation of white matter fiber systems subserves cognitive, behavioral, emotional, and motor development during adolescence. Hazardous drinking during this active neurodevelopmental period may alter the trajectory of white matter microstructural development, potentially increasing risk for developing alcohol-related dysfunction and alcohol use disorder in adulthood.Objective: To identify disrupted adolescent microstructural brain development linked to drinking onset and to assess whether the disruption is more pronounced in younger rather than older adolescents.Design, Setting, and Participants: This case-control study, conducted from January 13, 2013, to January 15, 2019, consisted of an analysis of 451 participants from the National Consortium on Alcohol and Neurodevelopment in Adolescence cohort. Participants were aged 12 to 21 years at baseline and had at least 2 usable magnetic resonance diffusion tensor imaging (DTI) scans and up to 5 examination visits spanning 4 years. Participants with a youth-adjusted Cahalan score of 0 were labeled as no-to-low drinkers; those with a score of greater than 1 for at least 2 consecutive visits were labeled as heavy drinkers. Exploratory analysis was conducted between no-to-low and heavy drinkers. A between-group analysis was conducted between age- and sex-matched youths, and a within-participant analysis was performed before and after drinking.Exposures: Self-reported alcohol consumption in the past year summarized by categorical drinking levels.Main Outcomes and Measures: Diffusion tensor imaging measurement of fractional anisotropy (FA) in the whole brain and fiber systems quantifying the developmental change of each participant as a slope.Results: Analysis of whole-brain FA of 451 adolescents included 291 (64.5%) no-to-low drinkers and 160 (35.5%) heavy drinkers who indicated the potential for a deleterious association of alcohol with microstructural development. Among the no-to-low drinkers, 142 (48.4%) were boys with mean (SD) age of 16.5 (2.2) years and 149 (51.2%) were girls with mean (SD) age of 16.5 (2.1) years and 192 (66.0%) were White participants. Among the heavy drinkers, 86 (53.8%) were boys with mean (SD) age of 20.1 (1.5) years and 74 (46.3%) were girls with mean (SD) age of 20.5 (2.0) years and 142 (88.8%) were White participants. A group analysis revealed FA reduction in heavy-drinking youth compared with age- and sex-matched controls (t154 = -2.7, P = .008). The slope of this reduction correlated with log of days of drinking since the baseline visit (r156 = -0.21, 2-tailed P = .008). A within-participant analysis contrasting developmental trajectories of youths before and after they initiated heavy drinking supported the prediction that drinking onset was associated with and potentially preceded disrupted white matter integrity. Age-alcohol interactions (t152 = 3.0, P = .004) observed for the FA slopes indicated that the alcohol-associated disruption was greater in younger than older adolescents and was most pronounced in the genu and body of the corpus callosum, regions known to continue developing throughout adolescence.Conclusions and Relevance: This case-control study of adolescents found a deleterious association of alcohol use with white matter microstructural integrity. These findings support the concept of heightened vulnerability to environmental agents, including alcohol, associated with attenuated development of major white matter tracts in early adolescence. [ABSTRACT FROM AUTHOR]- Published
- 2021
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17. Associations of developmental imbalance between sensation seeking and premeditation in adolescence and heavy episodic drinking in emerging adulthood
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McCabe, Connor J., Wall, Tamara L., Gonzalez, Marybel R., Meruelo, Alejandro D., Eberson‐Shumate, Sonja C., Clark, Duncan B., Nooner, Kate B., Brown, Sandra Ann, and Tapert, Susan F.
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Dual systems theories suggest that greater imbalance between higher reward sensitivity and lower cognitive control across adolescence conveys risk for behaviors such as heavy episodic drinking (HED). Prior research demonstrated that psychological analogues of these systems, sensation seeking and premeditation, change from childhood through emerging adulthood, and each has been independently linked with HED. However, few studies have assessed whether change over time in these developing analogues is prospectively associated with HED. Moreover, we know of no research that has shown whether within‐person differences between higher sensation seeking and relatively lower premeditation across the adolescent period predict HED in emerging adulthood. Prospective data from the National Consortium on Alcohol and NeuroDevelopment in Adolescence study (n= 715) were used to examine the association of sensation seeking and premeditation with HED among adolescents ages 16 to 20 years. We used novel applications of latent difference score modeling and growth curve analysis to test whether increasing sensation seeking, premeditation, and their imbalance over time are associated with HED across the study period, and whether these associations differed by sex. Whereas premeditation increased linearly from adolescence through emerging adulthood across sexes, males reported growth and females reported decline in sensation seeking. Sensation seeking in adolescence (and not premeditation) was associated with higher levels of HED by emerging adulthood. Importantly, greater imbalance between sensation seeking and premeditation was associated with higher levels of HED by emerging adulthood though we note that variability capturing this imbalance correlated highly (r= 0.86) with baseline levels of sensation seeking. Developmental imbalance between higher sensation seeking and lower premeditation in late adolescence may be a risk factor for greater HED in emerging adulthood. Teens with high sensation seeking impulses and relatively low cognitive control may be at elevated risk for heavy episodic drinking (HED) through emerging adulthood. However, no studies had tested whether this developmental imbalance (DI) between these traits predicted such drinking behaviors. Using a novel analytic approach, this manuscript provided evidence that teens who had higher sensation seeking impulses relative to their cognitive control had more heavy drinking episodes by emerging adulthood, which provided evidence of this developmental imbalance theory.
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- 2021
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18. Impact of Childhood Trauma on Executive Function in Adolescence—Mediating Functional Brain Networks and Prediction of High-Risk Drinking
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Silveira, Sarita, Shah, Rutvik, Nooner, Kate B., Nagel, Bonnie J., Tapert, Susan F., de Bellis, Michael D., and Mishra, Jyoti
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Childhood trauma is known to impart risk for several adverse life outcomes. Yet, its impact during adolescent development is not well understood. We aimed to investigate the relationships among childhood trauma, functional brain connectivity, executive dysfunction (ED), and the development of high-risk drinking in adolescence.
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- 2020
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19. Prospective Associations between BOLD Markers of Response Inhibition and the Transition to Frequent Binge Drinking
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Courtney, Kelly E., Infante, Maria Alejandra, Bordyug, Maria, Simmons, Alan N., and Tapert, Susan F.
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Altered brain activation during response inhibition has been linked to a greater risk for alcohol and other substance use behaviors in late adolescence. However, the ability of neural markers of response inhibition, acquired during adolescence, to temporally predict the transition from less frequent and lower quantity alcohol use to high‐risk, frequent (≥ weekly) binge drinking behavior remains unclear. Adolescents (N= 29; 9 females) were selected from a larger ongoing longitudinal study to include those who transitioned to at least weekly binge drinking (≥5/4 alcoholic drinks for males/females per occasion) over a 15‐year follow‐up period. Prior to the onset of weekly binge drinking (mean age = 18.0), participants underwent a functional MRI including a go/no‐go task. Whole‐brain activation from the no‐go correct rejection versus no‐go false alarm contrast was used to predict time to transition to frequent binge drinking. Less no‐go correct rejection versus no‐go false alarm activation in a cluster including the precentral gyri, insula, and inferior frontal gyri predicted a more rapid transition into frequent binge drinking (voxel‐wise alpha < 0.001, cluster‐wise alpha < 0.05, cluster threshold ≥ 18 voxels). Results from this study are supported by literature suggesting that frontoinsular involvement is important for successful inhibition and cognitive control. Altered brain activation during response inhibition may thus represent neural antecedents of impulse regulation difficulties related to alcohol consumption. The magnitude of this activation provides temporal information that may be used to inform and optimize timing of interventions aimed at preventing the escalation and transition to problematic drinking for youth who have already begun to engage in drinking behaviors. Results from this investigation suggest that response inhibition‐related brain activation in the precentral gyri, insula, and inferior frontal gyri predicts a more rapid transition into frequent binge drinking in a sample of adolescents already engaged in moderate levels of alcohol use. These results imply that the magnitude of this activation provides important temporal information that could be leveraged to optimize the timing of interventions to prevent problem drinking for youth who have started to engage in drinking behaviors.
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- 2020
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20. Independent and Interactive Impacts of Prenatal Exposure to Legal Substances and Childhood Trauma on Emotion Processing in Pre-Adolescents: Preliminary Findings From the ABCD Study
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Lepow, Lauren, Wagner, Ariella, Peri, Siddhartha, Adams, Faith, Ramakrishnan, Srinivasan Anantha, Alam, Md Ashad, Shaik, Riaz B., Hubbard, Nicholas A., Koenigsberg, Harold W., Hurd, Yasmin, Tapert, Susan F., Ivanov, Iliyan, and Parvaz, Muhammad A.
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This paper investigated the effects of prenatal drug exposure (PDE), childhood trauma (CT), and their interactions on the neurobiological markers for emotion processing.
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- 2024
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21. Double Dipping in Machine Learning: Problems and Solutions
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Ball, Tali M., Squeglia, Lindsay M., Tapert, Susan F., and Paulus, Martin P.
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- 2024
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22. Associations between alcohol use and sex-specific maturation of subcortical gray matter morphometry from adolescence to adulthood: Replication across two longitudinal samples.
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Jones, Scott A., Morales, Angelica M., Harman, Gareth, Dominguez-Savage, Kalene A., Gilbert, Sydney, Baker, Fiona C., de Zambotti, Massimiliano, Goldston, David B., Nooner, Kate B., Clark, Duncan B., Luna, Beatriz, Thompson, Wesley K., Brown, Sandra A., Tapert, Susan F., and Nagel, Bonnie J.
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Subcortical brain morphometry matures across adolescence and young adulthood, a time when many youth engage in escalating levels of alcohol use. Initial cross-sectional studies have shown alcohol use is associated with altered subcortical morphometry. However, longitudinal evidence of sex-specific neuromaturation and associations with alcohol use remains limited. This project used generalized additive mixed models to examine sex-specific development of subcortical volumes and associations with recent alcohol use, using 7 longitudinal waves (n = 804, 51% female, ages 12–21 at baseline) from the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA). A second, independent, longitudinal dataset, with up to four waves of data (n = 467, 43% female, ages 10–18 at baseline), was used to assess replicability. Significant, replicable non-linear normative volumetric changes with age were evident in the caudate, putamen, thalamus, pallidum, amygdala and hippocampus. Significant, replicable negative associations between subcortical volume and alcohol use were found in the hippocampus in all youth, and the caudate and thalamus in female but not male youth, with significant interactions present in the caudate, thalamus and putamen. Findings suggest a structural vulnerability to alcohol use, or a predisposition to drink alcohol based on brain structure, with female youth potentially showing heightened risk, compared to male youth. • Subcortical gray matter volume shows nonlinear developmental change across adolescence. • Widespread developmental effects in subcortical volumes are replicable in single site samples. • Negative associations between alcohol use and hippocampal volumes are replicable. • We found replicable sex-specific alcohol effects in the caudate, thalamus, and putamen. • Modeling sex-specific effects in normative development remains crucial. [ABSTRACT FROM AUTHOR]
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- 2023
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23. Reciprocal relations between positive alcohol expectancies and peer use on adolescent drinking: An accelerated autoregressive cross-lagged model using the NCANDA sample.
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Boyd, Stephen J., Sceeles, Ellie M., Tapert, Susan F., Brown, Sandra A., and Nagel, Bonnie J.
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Positive alcohol expectancies (PAE) and associating with drinking peers are reliable predictors of adolescent alcohol use. Knowledge of when and for whom these risk factors are most influential could enhance intervention effectiveness. Reciprocal relations between PAE and adolescent and peer alcohol use were examined between the ages of 13 and 18 in a sample (N = 566; 50% female) from the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA), as well as sex differences in these associations. Associating with drinking peers prospectively predicted more frequent alcohol use for both sexes, although peer socialization was evident earlier for girls compared with boys. Higher PAE influenced later drinking in mid-adolescence, from age 14 to 16, for boys only. PAE influenced peer group selection for both sexes, although the influence was evident earlier in boys than girls. The relative impact of environmental risk factors for problematic alcohol use may vary over time and across developmental periods. These results suggest that prevention and treatment efforts for adolescent drinking can be improved by targeting age-appropriate risk factors. Early adolescent interventions may be best served by minimizing involvement with drinking peers and correcting normative beliefs of peer use. Among adolescent girls, early interventions focused on reducing peer influence may be most effective. Prevention and treatment programs aimed at addressing PAE would likely prove more effective for boys in mid- to late adolescence. (PsycINFO Database Record [ABSTRACT FROM AUTHOR]
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- 2018
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24. Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: Rationale and description.
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Barch, Deanna M., Albaugh, Matthew D., Avenevoli, Shelli, Chang, Linda, Clark, Duncan B., Glantz, Meyer D., Hudziak, James J., Jernigan, Terry L., Tapert, Susan F., Yurgelun-Todd, Debbie, Alia-Klein, Nelly, Potter, Alexandra S., Paulus, Martin P., Prouty, Devin, Zucker, Robert A., and Sher, Kenneth J.
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The Adolescent Brain and Cognitive Development (ABCD) Study incorporates a comprehensive range of measures assessing predictors and outcomes related to both mental and physical health across childhood and adolescence. The workgroup developed a battery that would assess a comprehensive range of domains that address study aims while minimizing participant and family burden. We review the major considerations that went into deciding what constructs to cover in the demographics, physical health and mental health domains, as well as the process of selecting measures, piloting and refining the originally proposed battery. We present a description of the baseline battery, as well as the six-month interim assessments and the one-year follow-up assessments. This battery includes assessments from the perspectives of both the parent and the target youth, as well as teacher reports. This battery will provide a foundational baseline assessment of the youth’s current function so as to permit characterization of stability and change in key domains over time. The findings from this battery will also be utilized to identify both resilience markers that predict healthy development and risk factors for later adverse outcomes in physical health, mental health, and substance use and abuse. [ABSTRACT FROM AUTHOR]
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- 2018
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25. Biospecimens and the ABCD study: Rationale, methods of collection, measurement and early data.
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Uban, Kristina A., Horton, Megan K., Jacobus, Joanna, Heyser, Charles, Thompson, Wesley K., Tapert, Susan F., Madden, Pamela A.F., and Sowell, Elizabeth R.
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Biospecimen collection in the Adolescent Brain Cognitive Development (ABCD) study – of hair samples, shed deciduous (baby) teeth, and body fluids – will serve dual functions of screening for study eligibility, and providing measures of biological processes thought to predict or correlate with key study outcomes on brain and cognitive development. Biosamples are being collected annually to screen for recency of drug use prior to the neuroimaging or cognitive testing visit, and to store for the following future studies: (1) on the effects of exposure to illicit and recreational drugs (including alcohol and nicotine); (2) of pubertal hormones on brain and cognitive developmental trajectories; (3) on the contribution of genomics and epigenomics to child and adolescent development and behavioral outcomes; and (4) with pre- and post-natal exposure to environmental neurotoxicants and drugs of abuse measured from novel tooth analyses. The present manuscript describes the rationales for inclusion and selection of the specific biospecimens, methodological considerations for each measure, future plans for assessment of biospecimens during follow-up visits, and preliminary ABCD data to illustrate methodological considerations. [ABSTRACT FROM AUTHOR]
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- 2018
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26. Approaching Retention within the ABCD Study.
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Feldstein Ewing, Sarah W., Chang, Linda, Cottler, Linda B., Tapert, Susan F., Dowling, Gayathri J., and Brown, Sandra A.
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Retention efforts are critical to maintain relationships with research participants over time. This is especially important for the Adolescent Brain Cognitive Development (ABCD) study, where families are asked to stay engaged with the study throughout the course of 10 years. This high-degree of involvement is essential to longitudinally track child and adolescent development. At a minimum, we will connect with families every 6 months by telephone, and every year in person, with closer contact with the youth directly as they transition into adolescence. Differential retention, when related to non-random issues pertaining to demographic or risk features, can negatively impact the generalizability of study outcomes. Thus, to ensure high rates of retention for all participants, the ABCD study employs a number of efforts to support youth and families. This overview details the framework and concrete steps for retention. [ABSTRACT FROM AUTHOR]
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- 2018
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27. A description of the ABCD organizational structure and communication framework.
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Auchter, Allison M., Hernandez Mejia, Margie, Heyser, Charles J., Shilling, Paul D., Jernigan, Terry L., Brown, Sandra A., Tapert, Susan F., and Dowling, Gayathri J.
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The Adolescent Brain Cognitive Development (ABCD) study is designed to be the largest study of brain development and child health in the United States, performing comprehensive assessments of 11,500 children repeatedly for 10 years. An endeavor of this magnitude requires an organized framework of governance and communication that promotes collaborative decision-making and dissemination of information. The ABCD consortium structure, built upon the Matrix Management approach of organizational theory, facilitates the integration of input from all institutions, numerous internal workgroups and committees, federal partners, and external advisory groups to make use of a broad range of expertise to ensure the study’s success. [ABSTRACT FROM AUTHOR]
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- 2018
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28. The Relationship Between Regional Cerebral Blood Flow Estimates and Alcohol Problems at 5‐Year Follow‐Up: The Role of Level of Response
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Courtney, Kelly E., Infante, Maria Alejandra, Brown, Gregory G., Tapert, Susan F., Simmons, Alan N., Smith, Tom L., and Schuckit, Marc A.
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Acute alcohol consumption is associated with temporarily increased regional cerebral blood flow (CBF). The extent of this increase appears to be moderated by individual differences in the level of response (LR) to alcohol's subjective effects. The low LR phenotype is a known risk factor for the development of alcohol problems. This study investigates how the low LR phenotype relates to the relationship between alcohol‐related changes in CBF and alcohol problems 5 years later. Young adults (ages 18 to 25) were selected based on their LR to alcohol and underwent a neuroimaging protocol including arterial spin labeling and functional scans. These participants were recontacted ~5 years later and assessed on alcohol outcomes. A final sample of 107 subjects (54 low and 53 high LR subjects) was included in the analyses. Whole‐brain analysis revealed 5 clusters of significant alcohol‐induced, versus placebo‐induced, CBF changes that were consistent with a previous report. Peak alcohol–placebo CBF response was extracted from these regions and, along with the LR group, submitted to a hierarchical linear regression predicting alcohol problems. Analyses controlled for age, sex, and baseline alcohol problems. In the regression analysis, greater alcohol–placebo CBF difference in the right middle/superior/inferior frontal gyri and bilateral anterior cingulate gyri clusters predicted greater future alcohol problems for the low LR group, whereas this relationship was not found to be significant in the high LR group. This study demonstrates a clinically important relationship between CBF and future alcohol problems, particularly in individuals with a low LR phenotype. These initial results help to elucidate the neurobiological pathways involved in the development of alcohol use disorders for individuals with low LR. The results of the study suggest that the combination of a low level of response to the effects of alcohol and a higher alcohol‐related response in cerebral blood flow (CBF) is an especially risky combination for later drinking problems. Although the biological mechanisms underlying this link are as yet unknown, the findings help uncover potential neurobiologic pathways involved in alcohol use disorder development in young people.
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- 2019
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29. Effects of emerging alcohol use on developmental trajectories of functional sleep measures in adolescents
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Kiss, Orsolya, Goldstone, Aimée, de Zambotti, Massimiliano, Yüksel, Dilara, Hasler, Brant P, Franzen, Peter L, Brown, Sandra A, De Bellis, Michael D, Nagel, Bonnie J, Nooner, Kate B, Tapert, Susan F, Colrain, Ian M, Clark, Duncan B, and Baker, Fiona C
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- 2023
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30. Effects of prior testing lasting a full year in NCANDA adolescents: Contributions from age, sex, socioeconomic status, ethnicity, site, family history of alcohol or drug abuse, and baseline performance.
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Sullivan, Edith V., Brumback, Ty, Tapert, Susan F., Prouty, Devin, Fama, Rosemary, Thompson, Wesley K., Brown, Sandra A., Cummins, Kevin, Colrain, Ian M., Baker, Fiona C., Clark, Duncan B., Chung, Tammy, De Bellis, Michael D., Hooper, Stephen R., Nagel, Bonnie J., Nichols, B. Nolan, Chu, Weiwei, Kwon, Dongjin, Pohl, Kilian M., and Pfefferbaum, Adolf
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Longitudinal study provides a robust method for tracking developmental trajectories. Yet inherent problems of retesting pose challenges in distinguishing biological developmental change from prior testing experience. We examined factors potentially influencing change scores on 16 neuropsychological test composites over 1 year in 568 adolescents in the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA) project. The twice-minus-once-tested method revealed that performance gain was mainly attributable to testing experience (practice) with little contribution from predicted developmental effects. Group mean practice slopes for 13 composites indicated that 60% to ∼100% variance was attributable to test experience; General Ability accuracy showed the least practice effect (29%). Lower baseline performance, especially in younger participants, was a strong predictor of greater gain. Contributions from age, sex, ethnicity, examination site, socioeconomic status, or family history of alcohol/substance abuse were nil to small, even where statistically significant. Recognizing that a substantial proportion of change in longitudinal testing, even over 1-year, is attributable to testing experience indicates caution against assuming that performance gain observed during periods of maturation necessarily reflects development. Estimates of testing experience, a form of learning, may be a relevant metric for detecting interim influences, such as alcohol use or traumatic episodes, on behavior. [ABSTRACT FROM AUTHOR]
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- 2017
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31. Blunted Frontostriatal Blood Oxygen Level–Dependent Signals Predict Stimulant and Marijuana Use
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Blair, Melanie A., Stewart, Jennifer L., May, April C., Reske, Martina, Tapert, Susan F., and Paulus, Martin P.
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Occasional recreational stimulant (amphetamine and cocaine) use is an important public health problem among young adults because 16% of those who experiment develop stimulant use disorder. This study aimed to determine whether behavioral and/or neural processing measures can forecast the transition from occasional to problematic stimulant use.
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- 2018
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32. Earlier Alcohol Use Onset Predicts Poorer Neuropsychological Functioning in Young Adults
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Nguyen‐Louie, Tam T., Matt, Georg E., Jacobus, Joanna, Li, Irene, Cota, Claudia, Castro, Norma, and Tapert, Susan F.
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Neurodevelopment may be shaped by environmental factors such as alcohol intake. Over 20% of U.S. high school students begin drinking before age 14, and those who initiated drinking before age 14 are 4 times more likely to develop psychosocial, psychiatric, and substance use difficulties than those who began drinking after turning 20. Little is known, however, about how the age of alcohol use onset influences brain development. This study prospectively examined the effects of alcohol use onset age on neurocognitive functioning in healthy adolescent drinkers (N= 215). Youth were administered a neuropsychological battery before substance use initiation (M= 13.6 years, SD= 0.8) and on average 6.8 years later (M= 20.2 years, SD= 1.5). Hierarchical linear regressions examined if earlier ages of onset for first and regular (i.e., weekly) alcohol use adversely influenced neurocognition, above and beyond baseline neurocognition, substance use severity, and familial and social environment factors. As hypothesized, an earlier age of first drinking onset (AFDO) predicted poorer performance in the domains of psychomotor speed and visual attention (ps<0.05, N =215) and an earlier age of weekly drinking onset (AWDO) predicted poorer performances on tests of cognitive inhibition and working memory, controlling for baseline neuropsychological performance, drinking duration, and past‐year marijuana use (ps<0.05, N =127). No relationship between AFDO and AWDO was found with verbal learning and memory and visuospatial ability. This is the first study to assess the association between age of adolescent drinking onset and neurocognitive performance using a comprehensive test battery. This study suggests that early onset of drinking increases risk for alcohol‐related neurocognitive vulnerabilities and that initiation of any or weekly alcohol use at younger ages appears to be a risk factor for poorer subsequent neuropsychological functioning. Findings have important implications for public policies related to the legal drinking age and prevention programming. Further studies are needed to replicate these preliminary findings and better understand mediating processes and moderating conditions. Early onset of any and weekly alcohol use may increase risk for poorer subsequent cognitive functioning, even after accounting for pre‐drinking neuropsychological performance. An earlier age of first drinking onset predicts poorer performances in psychomotor speed and visual attention (N = 215) and an earlier age of weekly drinking onset predicts poorer performances in cognitive inhibition and working memory, controlling for baseline performance, lifetime drinking duration, and past‐year marijuana use (N = 127, ps < 0.05).
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- 2017
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33. Cortical thickness in adolescent marijuana and alcohol users: A three-year prospective study from adolescence to young adulthood.
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Jacobus, Joanna, Squeglia, Lindsay M., Meruelo, Alejandro D., Castro, Norma, Brumback, Ty, Giedd, Jay N., and Tapert, Susan F.
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Studies suggest marijuana impacts gray and white matter neural tissue development, however few prospective studies have determined the relationship between cortical thickness and cannabis use spanning adolescence to young adulthood. This study aimed to understand how heavy marijuana use influences cortical thickness trajectories across adolescence. Subjects were adolescents with heavy marijuana use and concomitant alcohol use (MJ + ALC, n = 30) and controls (CON, n = 38) with limited substance use histories. Participants underwent magnetic resonance imaging and comprehensive substance use assessment at three independent time points. Repeated measures analysis of covariance was used to look at main effects of group, time, and Group × Time interactions on cortical thickness. MJ + ALC showed thicker cortical estimates across the brain (23 regions), particularly in frontal and parietal lobes ( p s < .05). More cumulative marijuana use was associated with increased thickness estimates by 3-year follow-up ( p s < .05). Heavy marijuana use during adolescence and into young adulthood may be associated with altered neural tissue development and interference with neuromaturation that can have neurobehavioral consequences. Continued follow-up of adolescent marijuana users will help understand ongoing neural changes that are associated with development of problematic use into adulthood, as well as potential for neural recovery with cessation of use. [ABSTRACT FROM AUTHOR]
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- 2015
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34. Eveningness and Later Sleep Timing Are Associated with Greater Risk for Alcohol and Marijuana Use in Adolescence: Initial Findings from the National Consortium on Alcohol and Neurodevelopment in Adolescence Study
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Hasler, Brant P., Franzen, Peter L., Zambotti, Massimiliano, Prouty, Devin, Brown, Sandra A., Tapert, Susan F., Pfefferbaum, Adolf, Pohl, Kilian M., Sullivan, Edith V., De Bellis, Michael D., Nagel, Bonnie J., Baker, Fiona C., Colrain, Ian M., and Clark, Duncan B.
- Abstract
Abundant cross‐sectional evidence links eveningness (a preferencefor later sleep–wake timing) and increased alcohol and drug use among adolescents and young adults. However, longitudinal studies are needed to examine whether eveningness is a risk factor for subsequent alcohol and drug use, particularly during adolescence, which is marked by parallel peaks in eveningness and risk for the onset of alcohol use disorders. This study examined whether eveningness and other sleep characteristics were associated with concurrent or subsequent substance involvement in a longitudinal study of adolescents. Participants were 729 adolescents (368 females; age 12 to 21 years) in the National Consortium on Alcohol and Neurodevelopment in Adolescence study. Associations between the sleep variables (circadian preference, sleep quality, daytime sleepiness, sleep timing, and sleep duration) and 3 categorical substance variables (at‐risk alcohol use, alcohol bingeing, and past‐year marijuana use [y/n]) were examined using ordinal and logistic regression with baseline age, sex, race, ethnicity, socioeconomic status, and psychiatric problems as covariates. At baseline, greater eveningness was associated with greater at‐risk alcohol use, greater bingeing, and past‐year use of marijuana. Later weekday and weekend bedtimes, but not weekday or weekend sleep duration, showed similar associations across the 3 substance outcomes at baseline. Greater baseline eveningness was also prospectively associated with greater bingeing and past‐year use of marijuana at the 1‐year follow‐up, after covarying for baseline bingeing and marijuana use. Later baseline weekday and weekend bedtimes, and shorter baseline weekday sleep duration, were similarly associated with greater bingeing and past‐year use of marijuana at the 1‐year follow‐up after covarying for baseline values. Findings suggest that eveningness and sleep timing may be under recognized risk factors and future areas of intervention for adolescent involvement in alcohol and marijuana that should be considered along with other previously identified sleep factors such as insomnia and insufficient sleep. Here, we examined whether sleep timing and other sleep characteristics were associated with concurrent or subsequent substance involvement in 729 adolescents from the National Consortium on Adolescent Neurodevelopment and Alcohol study. After accounting for covariates, greater eveningness (later preferredsleep timing; left panel) and later bedtimes (right panel) were associated with more extreme binge alcohol use both at baseline and at the 1‐year follow‐up. Eveningness and sleep timing may be under‐recognized risk factors and potential intervention targets for adolescent alcohol misuse.
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- 2017
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35. Doubling Down: Increased Risk-Taking Behavior Following a Loss by Individuals With Cocaine Use Disorder Is Associated With Striatal and Anterior Cingulate Dysfunction
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Gowin, Joshua L., May, April C., Wittmann, Marc, Tapert, Susan F., and Paulus, Martin P.
- Abstract
Cocaine use disorders (CUDs) have been associated with increased risk-taking behavior. Neuroimaging studies have suggested that altered activity in reward and decision-making circuitry may underlie cocaine users’ heightened risk-taking. It remains unclear if this behavior is driven by greater reward salience, lack of appreciation of danger, or another deficit in risk-related processing.
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- 2017
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36. Substance use patterns in 9 to 13-year-olds: Longitudinal findings from the Adolescent Brain Cognitive Development (ABCD) study
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Sullivan, Ryan M., Wade, Natasha E., Wallace, Alexander L., Tapert, Susan F., Pelham, William E., Brown, Sandra A., Cloak, Christine C, Ewing, Sarah W. Feldstein, Madden, Pamela A.F., Martz, Meghan E., Ross, J. Megan, Kaiver, Christine M., Wirtz, Hailey G., Heitzeg, Mary M., and Lisdahl, Krista M.
- Abstract
•The ABCD Substance Use Workgroup describes substance use patterns within the cohort.•The ABCD cohort is entering adolescence and initiating substance use.•By ages 12–13, nearly 40% report lifetime substance experimentation and/or use.•Nearly 7.5% also reported lifetime substance use (>experimentation).•Sociodemographic and parental substance problems remain as predictors of initiation.
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- 2022
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37. Large-Scale Hypoconnectivity Between Resting-State Functional Networks in Unmedicated Adolescent Major Depressive Disorder
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Sacchet, Matthew D, Ho, Tiffany C, Connolly, Colm G, Tymofiyeva, Olga, Lewinn, Kaja Z, Han, Laura KM, Blom, Eva H, Tapert, Susan F, Max, Jeffrey E, Frank, Guido KW, Paulus, Martin P, Simmons, Alan N, Gotlib, Ian H, and Yang, Tony T
- Abstract
Major depressive disorder (MDD) often emerges during adolescence, a critical period of brain development. Recent resting-state fMRI studies of adults suggest that MDD is associated with abnormalities within and between resting-state networks (RSNs). Here we tested whether adolescent MDD is characterized by abnormalities in interactions among RSNs. Participants were 55 unmedicated adolescents diagnosed with MDD and 56 matched healthy controls. Functional connectivity was mapped using resting-state fMRI. We used the network-based statistic (NBS) to compare large-scale connectivity between groups and also compared the groups on graph metrics. We further assessed whether group differences identified using nodes defined from functionally defined RSNs were also evident when using anatomically defined nodes. In addition, we examined relations between network abnormalities and depression severity and duration. Finally, we compared intranetwork connectivity between groups and assessed the replication of previously reported MDD-related abnormalities in connectivity. The NBS indicated that, compared with controls, depressed adolescents exhibited reduced connectivity (p<0.024, corrected) between a specific set of RSNs, including components of the attention, central executive, salience, and default mode networks. The NBS did not identify group differences in network connectivity when using anatomically defined nodes. Longer duration of depression was significantly correlated with reduced connectivity in this set of network interactions (p=0.020, corrected), specifically with reduced connectivity between components of the dorsal attention network. The dorsal attention network was also characterized by reduced intranetwork connectivity in the MDD group. Finally, we replicated previously reported abnormal connectivity in individuals with MDD. In summary, adolescents with MDD show hypoconnectivity between large-scale brain networks compared with healthy controls. Given that connectivity among these networks typically increases during adolescent neurodevelopment, these results suggest that adolescent depression is associated with abnormalities in neural systems that are still developing during this critical period.
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- 2016
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38. Learning and Memory in Adolescent Moderate, Binge, and Extreme‐Binge Drinkers
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Nguyen‐Louie, Tam T., Tracas, Ashley, Squeglia, Lindsay M., Matt, Georg E., Eberson‐Shumate, Sonja, and Tapert, Susan F.
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Binge drinking has been linked to neurocognitive disadvantages in youth, but it is unclear whether drinking at particularly heavy levels uniquely affects neurocognitive performance. This study prospectively examined (1) whether initiating moderate, binge, or extreme‐binge drinking in adolescence differentially influences subsequent learning and memory performances, and (2) whether dosage of alcohol consumption is linearly associated with changes in learning and memory over 6 years of adolescence. Participants, who later transitioned into drinking, were administered verbal learning and memory (VLM) assessments at project intake prior to the onset of substance use (age 12 to 16 years), and at follow‐up approximately 6 years later (N = 112). Participants were grouped based on alcohol involvement at follow‐up as follows: moderate (≤4 drinks per occasion), binge (5+ drinks per occasion), or extreme‐binge (10+ drinks per occasion) drinkers. Despite equivalent performances prior to onset of drinking, extreme‐binge drinkers performed worse than moderate drinkers on verbal learning, and cued and free short delayed recall (ps < 0.05); binge drinkers did not differ from the other groups. No distinct thresholds in alcohol quantity to differentiate the 3 groups were detected, but estimated peak blood alcohol concentrations were linearly associated with verbal learning (β^= −0.24), and immediate (β^= −0.27), short delay free (β^= −0.28) and cued (β^= −0.30), and long delay free (β^= −0.24) and cued (β^= −0.27) recall (ps < 0.05). Drinking quantity during adolescence appears to adversely affect VLM in a dose‐dependent manner. The acquisition of new verbal information may be particularly affected, notably for those who initiated drinking 10+ drinks in an occasion. Although classification of drinkers into categories remains critical in the study of alcohol, it is important to consider that subtle differences may exist within drinking categories. Locally weighted scatter plot smoothing (LOWESS) regressions depict the relationships between alcohol use and verbal learning and memory (VLM) standard scores controlling for predrinking VLM, attention problems, and reading achievement. Higher recent peak estimated blood alcohol concentration linearly predicted poorer performances on VLM in adolescent drinkers; there was also a significant quadratic relationship between recognition total hits and blood alcohol level (ps < 0.05). The effect of alcohol quantity on VLM followed a linear dose‐dependent relationship, highlighting the importance of potential variations in alcohol's effects on cognition between and within drinking groups.
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- 2016
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39. The Ability of Functional Magnetic Resonance Imaging to Predict Heavy Drinking and Alcohol Problems 5 Years Later
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Schuckit, Marc A., Smith, Tom L., Paulus, Martin P., Tapert, Susan F., Simmons, Alan N., Tolentino, Neil J., and Shafir, Alexandra
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Low levels of alcohol responses (low LRs) are genetically influenced phenotypes that are identified before alcohol dependence and predict future heavy drinking and alcohol problems. A recent paper described 13 LR‐related blood oxygen level‐dependent (BOLD) response contrast patterns observed during an emotional face recognition task that might reflect cognitive processes contributing to LRand that might themselves predict adverse alcohol outcomes (Paulus et al., Biol Psychiatry2012; 72: 848). This paper evaluates the predictive implications of those functional magnetic resonance imaging (fMRI) patterns. Of 120 subjects from Paulus and colleagues (2012), 114 (57 low and high LRs; ~50% females) were interviewed 5 years later at age 25. Correlations between baseline fMRIpatterns and alcohol‐related outcomes were evaluated, and regression analyses were used to determine if BOLDresponse contrasts incremented over LRin predicting outcomes. Baseline fMRIpatterns in 5 of 13 baseline regions of interest correlated with adverse outcomes. Such patterns in insular regions, particularly the left anterior insula, and the right frontal gyrus, added to LRin predicting alcohol problems. The relationships remained robust when exact binomial procedures were used, but, reflecting the small sample size, it was not possible to adequately consider Bonferroni corrections. The data suggest that fMRI BOLDresponse contrasts predicted heavier drinking and alcohol problems 5 years later, even after considering baseline low LRs. Future work will focus on whether fMRIresults can predict outcomes in larger samples and among young nondrinkers, as well as how the imaging results increase understanding of the processes through which LRoperates.
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- 2016
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40. Brain volume reductions in adolescent heavy drinkers.
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Squeglia, Lindsay M., Rinker, Daniel A., Bartsch, Hauke, Castro, Norma, Chung, Yoonho, Dale, Anders M., Jernigan, Terry L., and Tapert, Susan F.
- Abstract
Highlights: [•] Pre-existing frontal brain volume differences were found in future drinkers. [•] Adolescent drinkers showed greater brain volume reduction post-alcohol initiation. [•] Volume reduction occurred in subcortical and temporal regions. [•] QUARC is a useful tool for quantifying longitudinal brain volume changes. [Copyright &y& Elsevier]
- Published
- 2014
- Full Text
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41. Measuring retention within the adolescent brain cognitive development (ABCD)SM study.
- Author
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Feldstein Ewing, Sarah W., Dash, Genevieve F., Thompson, Wesley K., Reuter, Chase, Diaz, Vanessa G., Anokhin, Andrey, Chang, Linda, Cottler, Linda B., Dowling, Gayathri J., LeBlanc, Kimberly, Zucker, Robert A., Tapert, Susan F., Brown, Sandra A., and Garavan, Hugh
- Abstract
The Adolescent Brain Cognitive Development (ABCD)
SM study aims to retain a demographically diverse sample of youth and one parent across 21 sites throughout its 10-year protocol while minimizing selective (systematic) attrition. To evaluate the effectiveness of these efforts, the ABCD Retention Workgroup (RW) has employed a data-driven approach to examine, track, and intervene via three key metrics: (1) which youth completed visits late; (2) which youth missed visits; and (3) which youth withdrew from the study. The RW actively examines demographic (race, education level, family income) and site factors (visit satisfaction, distance from site, and enrollment in ancillary studies) to strategize efforts that will minimize disengagement and loss of participating youth and parents. Data showed that the most robust primary correlates of late visits were distance from study site, race, and parental education level. Race, lower parental education level, parental employment status, and lower family income were associated with higher odds of missed visits, while being enrolled in one of the ancillary studies was associated with lower odds of missed visits. Additionally, parents who were primary Spanish speakers withdrew at slightly higher rates. These findings provide insight into future targets for proactive retention efforts by the ABCD RW. • Three metrics were used to track retention: late visits, missed visits, and study withdrawal. • Distance from study site, race, and parental education level were associated with late visits. • Race, parental education and parental employment were associated with missed visits. • Parental Spanish language preference was associated with study withdrawal. • Further retention efforts can be made to target and retain hard-to-reach families. [ABSTRACT FROM AUTHOR]- Published
- 2022
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42. White Matter Integrity, Substance Use, and Risk Taking in Adolescence.
- Author
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Jacobus, Joanna, Trim, Ryan S., Thayer, Rachel E., Bava, Sunita, Frank, Lawrence R., and Tapert, Susan F.
- Abstract
The article discusses the relationship between the development of white matter, substance use and risk taking in adolescents. It states that white matter plays an important role in communication between brain regions, cognitive functioning, and complex behaviors. It mentions that poor fronto-limbic white matter can increase the risk taking behavior and substance use in youth while the subcortical white matter reduces the risk taking behaviors during adolescence.
- Published
- 2013
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43. Adolescent Brain Development, Substance Use, and Psychotherapeutic Change.
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Wetherill, Reagan and Tapert, Susan F.
- Abstract
The article discusses the brain development in adolescent and its influence of psychotherapeutic change regarding cognitive behavior and addiction. It focuses on the cognitive-behavioral and mindfulness-based treatment strategies for substance use. It reflects on the response of brain development on psychotherapy and also discusses neuroimaging and advanced treatment of adolescent addictive behaviors.
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- 2013
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44. Changes in Neuropsychological Functioning Over 10 Years Following Adolescent Substance Abuse Treatment.
- Author
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Hanson, Karen L., Tapert, Susan F., Brown, Sandra A., and Cummins, Kevin
- Abstract
The article presents a study on the 10-year patterns of neuropsychological (NP) functioning in connection with alcohol and other drug (AOD) trajectories for adolescents with and without alcohol and other substance use disorders (A/SUD). The study used a structured clinical interview and NP test battery like Wechsler Intelligence Scale for Children-Revised (WISC-R). Results showed that psychological trajectories were related to substance involvement patterns over time on verbal learning measures.
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- 2011
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45. Effects of Chronic, Heavy Cannabis Use on Executive Functions.
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Crean, Rebecca D., Tapert, Susan F., Minassian, Arpi, MacDonald, Kai, Crane, Natania A., and Mason, Barbara J.
- Abstract
The article presents a case study of a 28-year-old, single, white, female with a 13-year history of marijuana use, who enrolled in an abstinence-based research program. An overview of the case, which describes the clinical course of a cannabis-dependent individual entering a 12-week abstinence-based research program, the effects of chronic, heavy cannabis use on executive functions, and implications for the clinical treatment of cannabis use disorders is presented.
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- 2011
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46. Initiating Moderate to Heavy Alcohol Use Predicts Changes in Neuropsychological Functioning for Adolescent Girls and Boys.
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Squeglia, Lindsay M., Spadoni, Andrea D., Infante, M. Alejandra, Myers, Mark G., and Tapert, Susan F.
- Abstract
The article presents a study which analyzes the influence of drinking alcohol on the neuropsychological functioning of adolescent girls and boys. It says that there are 76 participants, ages 12 to 14 years old, who had minimum use of substance. It also includes adolescents who change into heavy or moderate drinking and those who remain non users. It reveals that initiating moderately heavy alcohol use and incurring hangover during adolescent may greatly influence neurocognitive functioning.
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- 2009
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47. Measurement of gender and sexuality in the Adolescent Brain Cognitive Development (ABCD) study.
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Potter, Alexandra S., Dube, Sarahjane L., Barrios, Lisa C., Bookheimer, Susan, Espinoza, Abigail, Feldstein Ewing, Sarah W., Freedman, Edward G., Hoffman, Elizabeth A., Ivanova, Masha, Jefferys, Hailee, McGlade, Erin C., Tapert, Susan F., and Johns, Michelle M.
- Abstract
The Adolescent Brain Cognitive Development
SM (ABCD) study is a longitudinal study of adolescent brain development and health that includes over 11,800 youth in the United States. The ABCD study includes broad developmental domains, and gender and sexuality are two of these with noted changes across late childhood and early adolescence. The Gender Identity and Sexual Health (GISH) workgroup recommends measures of gender and sexuality for the ABCD study, prioritizing those that are developmentally sensitive, capture individual differences in the experience of gender and sexuality, and minimize participant burden. This manuscript describes the gender and sexuality measures used in ABCD and provides guidance for researchers using these data. Data showing the utility of these measures and longitudinal trends are presented. Including assessment of gender and sexuality in ABCD allows for characterization of developmental trajectories of gender and sexuality, and the broad scope of ABCD data collection allows examination of identity development in an intersectional manner. [ABSTRACT FROM AUTHOR]- Published
- 2022
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48. An update on the assessment of culture and environment in the ABCD Study®: Emerging literature and protocol updates over three measurement waves.
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Gonzalez, Raul, Thompson, Erin L., Sanchez, Mariana, Morris, Amanda, Gonzalez, Marybel R., Feldstein Ewing, Sarah W., Mason, Michael J., Arroyo, Judith, Howlett, Katia, Tapert, Susan F., and Zucker, Robert A.
- Abstract
Advances in our understanding of risk and resilience factors in adolescent brain health and development increasingly demand a broad set of assessment tools that consider a youth's peer, family, school, neighborhood, and cultural contexts in addition to neurobiological, genetic, and biomedical information. The Culture and Environment (CE) Workgroup (WG) of the Adolescent Brain Cognitive Development (ABCD) Study curates these important components of the protocol throughout ten years of planned data collection. In this report, the CE WG presents an update on the evolution of the ABCD Study® CE protocol since study inception (Zucker et al., 2018), as well as emerging findings that include CE measures. Background and measurement characteristics of instruments present in the study since baseline have already been described in our 2018 report, and therefore are only briefly described here. New measures introduced since baseline are described in more detail. Descriptive statistics on all measures are presented based on a total sample of 11,000+ youth and their caregivers assessed at baseline and the following two years. Psychometric properties of the measures, including longitudinal aspects of the data, are reported, along with considerations for future measurement waves. The CE WG ABCD® components are an essential part of the overall protocol that permits characterization of the unique cultural and social environment within which each developing brain is transactionally embedded. • The Culture and Environment (CE) Workgroup of ABCD curates measures on families' social and cultural environment. • Across three measurement waves, most CE measures showed adequate psychometric properties, with some exceptions. • Most measures showed slight but significant linear change over measurement waves. • Measures were generally able to discriminate between youth at differing risk levels, albeit with small effect sizes. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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49. Adolescent Brain Cognitive Development (ABCD) study Linked External Data (LED): Protocol and practices for geocoding and assignment of environmental data.
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Fan, Chun Chieh, Marshall, Andrew, Smolker, Harry, Gonzalez, Marybel R., Tapert, Susan F., Barch, Deanna M., Sowell, Elizabeth, Dowling, Gayathri J., Cardenas-Iniguez, Carlos, Ross, Jessica, Thompson, Wesley K., and Herting, Megan M.
- Abstract
Our brain is constantly shaped by our immediate environments, and while some effects are transient, some have long-term consequences. Therefore, it is critical to identify which environmental risks have evident and long-term impact on brain development. To expand our understanding of the environmental context of each child, the Adolescent Brain Cognitive Development (ABCD) Study® incorporates the use of geospatial location data to capture a range of individual, neighborhood, and state level data based on the child's residential location in order to elucidate the physical environmental contexts in which today's youth are growing up. We review the major considerations and types of geocoded information incorporated by the Linked External Data Environmental (LED) workgroup to expand on the built and natural environmental constructs in the existing and future ABCD Study data releases. Understanding the environmental context of each youth furthers the consortium's mission to understand factors that may influence individual differences in brain development, providing the opportunity to inform public policy and health organization guidelines for child and adolescent health. • ABCD Study® includes a Linked External Data (LED) Environmental working group. • Residential geocodes linked to physical environmental contextual variables. • External data sources include residential, census, and state-level variables. • These data may allow for important gene-by-environment effects to be examined. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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50. Spatial working memory performance and fMRI activation interaction in abstinent adolescent marijuana users.
- Author
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Padula, Claudia B., Schweinsburg, Alecia D., and Tapert, Susan F.
- Subjects
MARIJUANA abuse ,MEMORY ,COGNITIVE psychology ,MAGNETIC resonance imaging ,SHORT-term memory ,DIAGNOSTIC imaging ,BRAIN damage ,PSYCHOLOGY - Abstract
Previous studies have suggested neural disruption and reorganization in adult marijuana users. However, it remains unclear whether these effects persist in adolescents after 28 days of abstinence and, if they do, what Performance x Brain Response interactions occur. Adolescent marijuana users (n=17) and controls (n=17) aged 16-18 years were recruited from local schools. Functional magnetic resonance imaging data were collected after 28 days' monitored abstinence as participants performed a spatial working memory task. Marijuana users show Performance x Brain Response interactions in the bilateral temporal lobes, left anterior cingulate, left parahippocampal gyrus, and right thalamus (clusters >/=1358 microl; p<.05), although groups do not differ on behavioral measures of task performance. Marijuana users show differences in brain response to a spatial working memory task despite adequate performance, suggesting a different approach to the task via altered neural pathways. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
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