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2. Neural vulnerability and hurricane-related media are associated with post-traumatic stress in youth

Author

Dick, Anthony Steven, Silva, Karina, Gonzalez, Raul, Sutherland, Matthew T, Laird, Angela R, Thompson, Wesley K, Tapert, Susan F, Squeglia, Lindsay M, Gray, Kevin M, Nixon, Sara Jo, Cottler, Linda B, La Greca, Annette M, Gurwitch, Robin H, and Comer, Jonathan S

Subjects
Psychology, Neurosciences, Pediatric Research Initiative, Mental Health, Pediatric, Clinical Research, Behavioral and Social Science, 2.1 Biological and endogenous factors, 2.3 Psychological, social and economic factors, Aetiology, Mental health, Amygdala, Brain, Child, Cyclonic Storms, Female, Florida, Functional Neuroimaging, Gyrus Cinguli, Hippocampus, Humans, Magnetic Resonance Imaging, Male, Mass Media, Risk Factors, Stress Disorders, Post-Traumatic, Biomedical and clinical sciences, Health sciences
Abstract

The human toll of disasters extends beyond death, injury and loss. Post-traumatic stress (PTS) can be common among directly exposed individuals, and children are particularly vulnerable. Even children far removed from harm's way report PTS, and media-based exposure may partially account for this phenomenon. In this study, we examine this issue using data from nearly 400 9- to 11-year-old children collected before and after Hurricane Irma, evaluating whether pre-existing neural patterns moderate associations between hurricane experiences and later PTS. The 'dose' of both self-reported objective exposure and media exposure predicted PTS, the latter even among children far from the hurricane. Furthermore, neural responses in brain regions associated with anxiety and stress conferred particular vulnerability. For example, heightened amygdala reactivity to fearful stimuli moderated the association between self-reported media exposure and PTS. Collectively, these findings show that for some youth with measurable vulnerability, consuming extensive disaster-related media may offer an alternative pathway to disaster exposure that transcends geography and objective risk.

Published
2021

3. Acculturative Orientations Among Hispanic/Latinx Caregivers in the ABCD Study: Associations With Caregiver and Youth Mental Health and Youth Brain Function

Author

Meca, Alan, Peraza, Julio A., Riedel, Michael C., Hale, Willie, Pettit, Jeremy W., Musser, Erica D., Salo, Taylor, Flannery, Jessica S., Bottenhorn, Katherine L., Dick, Anthony S., Pintos Lobo, Rosario, Ucros, Laura M., Greaves, Chelsea A., Hawes, Samuel W., Sanchez, Mariana, Gonzalez, Marybel R., Sutherland, Matthew T., Gonzalez, Raul, and Laird, Angela R.

Published
2023
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5. Correspondence Between Perceived Pubertal Development and Hormone Levels in 9-10 Year-Olds From the Adolescent Brain Cognitive Development Study

Author

Herting, Megan M, Uban, Kristina A, Gonzalez, Marybel Robledo, Baker, Fiona C, Kan, Eric C, Thompson, Wesley K, Granger, Douglas A, Albaugh, Matthew D, Anokhin, Andrey P, Bagot, Kara S, Banich, Marie T, Barch, Deanna M, Baskin-Sommers, Arielle, Breslin, Florence J, Casey, BJ, Chaarani, Bader, Chang, Linda, Clark, Duncan B, Cloak, Christine C, Constable, R Todd, Cottler, Linda B, Dagher, Rada K, Dapretto, Mirella, Dick, Anthony S, Dosenbach, Nico, Dowling, Gayathri J, Dumas, Julie A, Edwards, Sarah, Ernst, Thomas, Fair, Damien A, Feldstein-Ewing, Sarah W, Freedman, Edward G, Fuemmeler, Bernard F, Garavan, Hugh, Gee, Dylan G, Giedd, Jay N, Glaser, Paul EA, Goldstone, Aimee, Gray, Kevin M, Hawes, Samuel W, Heath, Andrew C, Heitzeg, Mary M, Hewitt, John K, Heyser, Charles J, Hoffman, Elizabeth A, Huber, Rebekah S, Huestis, Marilyn A, Hyde, Luke W, Infante, M Alejandra, Ivanova, Masha Y, Jacobus, Joanna, Jernigan, Terry L, Karcher, Nicole R, Laird, Angela R, LeBlanc, Kimberly H, Lisdahl, Krista, Luciana, Monica, Luna, Beatriz, Maes, Hermine H, Marshall, Andrew T, Mason, Michael J, McGlade, Erin C, Morris, Amanda S, Nagel, Bonnie J, Neigh, Gretchen N, Palmer, Clare E, Paulus, Martin P, Potter, Alexandra S, Puttler, Leon I, Rajapakse, Nishadi, Rapuano, Kristina, Reeves, Gloria, Renshaw, Perry F, Schirda, Claudiu, Sher, Kenneth J, Sheth, Chandni, Shilling, Paul D, Squeglia, Lindsay M, Sutherland, Matthew T, Tapert, Susan F, Tomko, Rachel L, Yurgelun-Todd, Deborah, Wade, Natasha E, Weiss, Susan RB, Zucker, Robert A, and Sowell, Elizabeth R

Subjects
Paediatrics, Biomedical and Clinical Sciences, Mental Health, Clinical Research, Neurosciences, Social Determinants of Health, Women's Health, Pediatric, Behavioral and Social Science, Basic Behavioral and Social Science, Metabolic and endocrine, Good Health and Well Being, Adolescent, Adolescent Development, Child, Child Development, Cross-Sectional Studies, Dehydroepiandrosterone, Estradiol, Female, Gonadal Steroid Hormones, Humans, Male, Puberty, Self Report, Sexual Maturation, Socioeconomic Factors, Testosterone, adolescent brain cognitive development, salivary hormones, pubertal development scale, puberty, testosterone, dehydroepiandrosterone, estradiol, Clinical Sciences, Nutrition and Dietetics, Clinical sciences
Abstract

AimTo examine individual variability between perceived physical features and hormones of pubertal maturation in 9-10-year-old children as a function of sociodemographic characteristics.MethodsCross-sectional metrics of puberty were utilized from the baseline assessment of the Adolescent Brain Cognitive Development (ABCD) Study-a multi-site sample of 9-10 year-olds (n = 11,875)-and included perceived physical features via the pubertal development scale (PDS) and child salivary hormone levels (dehydroepiandrosterone and testosterone in all, and estradiol in females). Multi-level models examined the relationships among sociodemographic measures, physical features, and hormone levels. A group factor analysis (GFA) was implemented to extract latent variables of pubertal maturation that integrated both measures of perceived physical features and hormone levels.ResultsPDS summary scores indicated more males (70%) than females (31%) were prepubertal. Perceived physical features and hormone levels were significantly associated with child's weight status and income, such that more mature scores were observed among children that were overweight/obese or from households with low-income. Results from the GFA identified two latent factors that described individual differences in pubertal maturation among both females and males, with factor 1 driven by higher hormone levels, and factor 2 driven by perceived physical maturation. The correspondence between latent factor 1 scores (hormones) and latent factor 2 scores (perceived physical maturation) revealed synchronous and asynchronous relationships between hormones and concomitant physical features in this large young adolescent sample.ConclusionsSociodemographic measures were associated with both objective hormone and self-report physical measures of pubertal maturation in a large, diverse sample of 9-10 year-olds. The latent variables of pubertal maturation described a complex interplay between perceived physical changes and hormone levels that hallmark sexual maturation, which future studies can examine in relation to trajectories of brain maturation, risk/resilience to substance use, and other mental health outcomes.

Published
2021

6. Correspondence Between Perceived Pubertal Development and Hormone Levels in 9-10 Year-Olds From the Adolescent Brain Cognitive Development Study.

Author

Herting, Megan M, Uban, Kristina A, Gonzalez, Marybel Robledo, Baker, Fiona C, Kan, Eric C, Thompson, Wesley K, Granger, Douglas A, Albaugh, Matthew D, Anokhin, Andrey P, Bagot, Kara S, Banich, Marie T, Barch, Deanna M, Baskin-Sommers, Arielle, Breslin, Florence J, Casey, BJ, Chaarani, Bader, Chang, Linda, Clark, Duncan B, Cloak, Christine C, Constable, R Todd, Cottler, Linda B, Dagher, Rada K, Dapretto, Mirella, Dick, Anthony S, Dosenbach, Nico, Dowling, Gayathri J, Dumas, Julie A, Edwards, Sarah, Ernst, Thomas, Fair, Damien A, Feldstein-Ewing, Sarah W, Freedman, Edward G, Fuemmeler, Bernard F, Garavan, Hugh, Gee, Dylan G, Giedd, Jay N, Glaser, Paul EA, Goldstone, Aimee, Gray, Kevin M, Hawes, Samuel W, Heath, Andrew C, Heitzeg, Mary M, Hewitt, John K, Heyser, Charles J, Hoffman, Elizabeth A, Huber, Rebekah S, Huestis, Marilyn A, Hyde, Luke W, Infante, M Alejandra, Ivanova, Masha Y, Jacobus, Joanna, Jernigan, Terry L, Karcher, Nicole R, Laird, Angela R, LeBlanc, Kimberly H, Lisdahl, Krista, Luciana, Monica, Luna, Beatriz, Maes, Hermine H, Marshall, Andrew T, Mason, Michael J, McGlade, Erin C, Morris, Amanda S, Nagel, Bonnie J, Neigh, Gretchen N, Palmer, Clare E, Paulus, Martin P, Potter, Alexandra S, Puttler, Leon I, Rajapakse, Nishadi, Rapuano, Kristina, Reeves, Gloria, Renshaw, Perry F, Schirda, Claudiu, Sher, Kenneth J, Sheth, Chandni, Shilling, Paul D, Squeglia, Lindsay M, Sutherland, Matthew T, Tapert, Susan F, Tomko, Rachel L, Yurgelun-Todd, Deborah, Wade, Natasha E, Weiss, Susan RB, Zucker, Robert A, and Sowell, Elizabeth R

Subjects
Humans, Dehydroepiandrosterone, Testosterone, Estradiol, Gonadal Steroid Hormones, Cross-Sectional Studies, Adolescent Development, Child Development, Puberty, Sexual Maturation, Socioeconomic Factors, Adolescent, Child, Female, Male, Self Report, adolescent brain cognitive development, dehydroepiandrosterone, estradiol, pubertal development scale, puberty, salivary hormones, testosterone, Pediatric, Behavioral and Social Science, Prevention, Pediatric Research Initiative, Clinical Research, Mental Health, Basic Behavioral and Social Science, Contraception/Reproduction, Mental health, Clinical Sciences, Nutrition and Dietetics
Abstract

AimTo examine individual variability between perceived physical features and hormones of pubertal maturation in 9-10-year-old children as a function of sociodemographic characteristics.MethodsCross-sectional metrics of puberty were utilized from the baseline assessment of the Adolescent Brain Cognitive Development (ABCD) Study-a multi-site sample of 9-10 year-olds (n = 11,875)-and included perceived physical features via the pubertal development scale (PDS) and child salivary hormone levels (dehydroepiandrosterone and testosterone in all, and estradiol in females). Multi-level models examined the relationships among sociodemographic measures, physical features, and hormone levels. A group factor analysis (GFA) was implemented to extract latent variables of pubertal maturation that integrated both measures of perceived physical features and hormone levels.ResultsPDS summary scores indicated more males (70%) than females (31%) were prepubertal. Perceived physical features and hormone levels were significantly associated with child's weight status and income, such that more mature scores were observed among children that were overweight/obese or from households with low-income. Results from the GFA identified two latent factors that described individual differences in pubertal maturation among both females and males, with factor 1 driven by higher hormone levels, and factor 2 driven by perceived physical maturation. The correspondence between latent factor 1 scores (hormones) and latent factor 2 scores (perceived physical maturation) revealed synchronous and asynchronous relationships between hormones and concomitant physical features in this large young adolescent sample.ConclusionsSociodemographic measures were associated with both objective hormone and self-report physical measures of pubertal maturation in a large, diverse sample of 9-10 year-olds. The latent variables of pubertal maturation described a complex interplay between perceived physical changes and hormone levels that hallmark sexual maturation, which future studies can examine in relation to trajectories of brain maturation, risk/resilience to substance use, and other mental health outcomes.

Published
2020

10. Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

Author

Hagler, Donald J, Hatton, SeanN, Cornejo, M Daniela, Makowski, Carolina, Fair, Damien A, Dick, Anthony Steven, Sutherland, Matthew T, Casey, BJ, Barch, Deanna M, Harms, Michael P, Watts, Richard, Bjork, James M, Garavan, Hugh P, Hilmer, Laura, Pung, Christopher J, Sicat, Chelsea S, Kuperman, Joshua, Bartsch, Hauke, Xue, Feng, Heitzeg, Mary M, Laird, Angela R, Trinh, Thanh T, Gonzalez, Raul, Tapert, Susan F, Riedel, Michael C, Squeglia, Lindsay M, Hyde, Luke W, Rosenberg, Monica D, Earl, Eric A, Howlett, Katia D, Baker, Fiona C, Soules, Mary, Diaz, Jazmin, de Leon, Octavio Ruiz, Thompson, Wesley K, Neale, Michael C, Herting, Megan, Sowell, Elizabeth R, Alvarez, Ruben P, Hawes, Samuel W, Sanchez, Mariana, Bodurka, Jerzy, Breslin, Florence J, Morris, Amanda Sheffield, Paulus, Martin P, Simmons, W Kyle, Polimeni, Jonathan R, van der Kouwe, Andre, Nencka, Andrew S, Gray, Kevin M, Pierpaoli, Carlo, Matochik, John A, Noronha, Antonio, Aklin, Will M, Conway, Kevin, Glantz, Meyer, Hoffman, Elizabeth, Little, Roger, Lopez, Marsha, Pariyadath, Vani, Weiss, Susan RB, Wolff-Hughes, Dana L, DelCarmen-Wiggins, Rebecca, Ewing, Sarah W Feldstein, Miranda-Dominguez, Oscar, Nagel, Bonnie J, Perrone, Anders J, Sturgeon, Darrick T, Goldstone, Aimee, Pfefferbaum, Adolf, Pohl, Kilian M, Prouty, Devin, Uban, Kristina, Bookheimer, Susan Y, Dapretto, Mirella, Galvan, Adriana, Bagot, Kara, Giedd, Jay, Infante, M Alejandra, Jacobus, Joanna, Patrick, Kevin, Shilling, Paul D, Desikan, Rahul, Li, Yi, Sugrue, Leo, Banich, Marie T, Friedman, Naomi, Hewitt, John K, Hopfer, Christian, Sakai, Joseph, Tanabe, Jody, Cottler, Linda B, Nixon, Sara Jo, Chang, Linda, Cloak, Christine, Ernst, Thomas, Reeves, Gloria, Kennedy, David N, Heeringa, Steve, and Peltier, Scott

Subjects
Biomedical and Clinical Sciences, Health Sciences, Basic Behavioral and Social Science, Drug Abuse (NIDA only), Neurosciences, Mental Health, Behavioral and Social Science, Substance Misuse, Pediatric, Women's Health, Clinical Research, Biomedical Imaging, Mental Illness, Brain Disorders, Neurological, Mental health, Good Health and Well Being, Adolescent, Adolescent Development, Brain, Brain Mapping, Diffusion Magnetic Resonance Imaging, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Multimodal Imaging, Signal Processing, Computer-Assisted, Magnetic resonance imaging, ABCD, Data sharing, Processing pipeline, Medical and Health Sciences, Psychology and Cognitive Sciences, Neurology & Neurosurgery, Biomedical and clinical sciences, Health sciences
Abstract

The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing, nationwide study of the effects of environmental influences on behavioral and brain development in adolescents. The main objective of the study is to recruit and assess over eleven thousand 9-10-year-olds and follow them over the course of 10 years to characterize normative brain and cognitive development, the many factors that influence brain development, and the effects of those factors on mental health and other outcomes. The study employs state-of-the-art multimodal brain imaging, cognitive and clinical assessments, bioassays, and careful assessment of substance use, environment, psychopathological symptoms, and social functioning. The data is a resource of unprecedented scale and depth for studying typical and atypical development. The aim of this manuscript is to describe the baseline neuroimaging processing and subject-level analysis methods used by ABCD. Processing and analyses include modality-specific corrections for distortions and motion, brain segmentation and cortical surface reconstruction derived from structural magnetic resonance imaging (sMRI), analysis of brain microstructure using diffusion MRI (dMRI), task-related analysis of functional MRI (fMRI), and functional connectivity analysis of resting-state fMRI. This manuscript serves as a methodological reference for users of publicly shared neuroimaging data from the ABCD Study.

Published
2019

16. Do Acculturative Gap Conflicts Impact Parenting Practices and Youth E-Cigarette Use? Tests of Moderated Mediation.

Author

Fallah-Sohy, Nilofar, Sutherland, Matthew T., and Trucco, Elisa M.

Subjects
*SUBSTANCE abuse risk factors, *ACCULTURATION, *SELF-efficacy, *RESEARCH funding, *SMOKING, *ELECTRONIC cigarettes, *PARENT-child relationships, *CONFLICT (Psychology), *HISPANIC Americans, *MULTIPLE regression analysis, *PARENTING, *CONFIDENCE, *FACTOR analysis, *CAREGIVER attitudes, *ADOLESCENCE
Abstract

Background: Latino/a youth are at increased risk of electronic (e)-cigarette or electronic nicotine delivery systems (ENDS) use; thus, identifying factors impacting initiation is critical. Parenting practices reflecting warmth (e.g., relationship quality) and control (e.g., parental monitoring) and substance use-specific parenting (e.g., reactions to use, parenting self-efficacy) may influence youth substance use. For Latino/a youth, tensions from intergenerational acculturative differences are linked to substance use. We investigated ENDS use-specific parenting as a mediator between general parenting and youth ENDS use, examining whether acculturative gap conflict moderated the association between general and ENDS use-specific parenting. We expected mediation among families experiencing low acculturative gap conflicts. Method: Data were analyzed over two waves from a predominantly White and Latino/a sample of caregiver-child dyads (N = 143) who identified with a culture in addition to or distinct from American. Youth (Mage = 14.9 years, SD = 0.67; 62.9% female) reported relationship quality, parental monitoring, caregiver ENDS attitudes and reactions, acculturative gap conflicts, and ENDS use. Caregivers reported on ENDS use-specific parenting self-efficacy. Two moderated multiple mediator regression models (i.e., relationship quality, parental monitoring) were estimated. Results: Among youth reporting low and mean levels of acculturative gap conflict, ENDS use-specific parenting self-efficacy mediated the association between relationship quality and reduced ENDS use. There was no evidence for an interaction in the parental monitoring model. Conclusions: In families experiencing low levels of acculturative gap conflict, relationship quality may impact ENDS use through caregivers' confidence in their ability to prevent child ENDS use. [ABSTRACT FROM AUTHOR]

Published
2024
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18. The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites

Author

Casey, BJ, Cannonier, Tariq, Conley, May I, Cohen, Alexandra O, Barch, Deanna M, Heitzeg, Mary M, Soules, Mary E, Teslovich, Theresa, Dellarco, Danielle V, Garavan, Hugh, Orr, Catherine A, Wager, Tor D, Banich, Marie T, Speer, Nicole K, Sutherland, Matthew T, Riedel, Michael C, Dick, Anthony S, Bjork, James M, Thomas, Kathleen M, Chaarani, Bader, Mejia, Margie H, Hagler, Donald J, Cornejo, M Daniela, Sicat, Chelsea S, Harms, Michael P, Dosenbach, Nico UF, Rosenberg, Monica, Earl, Eric, Bartsch, Hauke, Watts, Richard, Polimeni, Jonathan R, Kuperman, Joshua M, Fair, Damien A, Dale, Anders M, and Workgroup, the ABCD Imaging Acquisition

Subjects
Cognitive and Computational Psychology, Psychology, Biomedical Imaging, Substance Misuse, Brain Disorders, Pediatric, Drug Abuse (NIDA only), Clinical Research, Neurosciences, Mental health, Good Health and Well Being, Adolescent, Adolescent Development, Brain, Cognition, Female, Humans, Male, Addiction, Adolescence, Development, Impulsivity, Memory, Reward, ABCD Imaging Acquisition Workgroup, Clinical Sciences, Cognitive Sciences, Biological psychology, Clinical and health psychology
Abstract

The ABCD study is recruiting and following the brain development and health of over 10,000 9-10 year olds through adolescence. The imaging component of the study was developed by the ABCD Data Analysis and Informatics Center (DAIC) and the ABCD Imaging Acquisition Workgroup. Imaging methods and assessments were selected, optimized and harmonized across all 21 sites to measure brain structure and function relevant to adolescent development and addiction. This article provides an overview of the imaging procedures of the ABCD study, the basis for their selection and preliminary quality assurance and results that provide evidence for the feasibility and age-appropriateness of procedures and generalizability of findings to the existent literature.

Published
2018

25. Methods for decoding cortical gradients of functional connectivity

Author

Peraza, Julio A., primary, Salo, Taylor, additional, Riedel, Michael C., additional, Bottenhorn, Katherine L., additional, Poline, Jean-Baptiste, additional, Dockès, Jérôme, additional, Kent, James D., additional, Bartley, Jessica E., additional, Flannery, Jessica S., additional, Hill-Bowen, Lauren D., additional, Pintos Lobo, Rosario, additional, Poudel, Ranjita, additional, Ray, Kimberly L., additional, Robinson, Jennifer L., additional, Laird, Robert W., additional, Sutherland, Matthew T., additional, de la Vega, Alejandro, additional, and Laird, Angela R., additional

Published
2024
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27. Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

Author

Hagler, Donald J., Jr., Hatton, SeanN., Cornejo, M. Daniela, Makowski, Carolina, Fair, Damien A., Dick, Anthony Steven, Sutherland, Matthew T., Casey, B.J., Barch, Deanna M., Harms, Michael P., Watts, Richard, Bjork, James M., Garavan, Hugh P., Hilmer, Laura, Pung, Christopher J., Sicat, Chelsea S., Kuperman, Joshua, Bartsch, Hauke, Xue, Feng, Heitzeg, Mary M., Laird, Angela R., Trinh, Thanh T., Gonzalez, Raul, Tapert, Susan F., Riedel, Michael C., Squeglia, Lindsay M., Hyde, Luke W., Rosenberg, Monica D., Earl, Eric A., Howlett, Katia D., Baker, Fiona C., Soules, Mary, Diaz, Jazmin, de Leon, Octavio Ruiz, Thompson, Wesley K., Neale, Michael C., Herting, Megan, Sowell, Elizabeth R., Alvarez, Ruben P., Hawes, Samuel W., Sanchez, Mariana, Bodurka, Jerzy, Breslin, Florence J., Morris, Amanda Sheffield, Paulus, Martin P., Simmons, W. Kyle, Polimeni, Jonathan R., van der Kouwe, Andre, Nencka, Andrew S., Gray, Kevin M., Pierpaoli, Carlo, Matochik, John A., Noronha, Antonio, Aklin, Will M., Conway, Kevin, Glantz, Meyer, Hoffman, Elizabeth, Little, Roger, Lopez, Marsha, Pariyadath, Vani, Weiss, Susan RB., Wolff-Hughes, Dana L., DelCarmen-Wiggins, Rebecca, Feldstein Ewing, Sarah W., Miranda-Dominguez, Oscar, Nagel, Bonnie J., Perrone, Anders J., Sturgeon, Darrick T., Goldstone, Aimee, Pfefferbaum, Adolf, Pohl, Kilian M., Prouty, Devin, Uban, Kristina, Bookheimer, Susan Y., Dapretto, Mirella, Galvan, Adriana, Bagot, Kara, Giedd, Jay, Infante, M. Alejandra, Jacobus, Joanna, Patrick, Kevin, Shilling, Paul D., Desikan, Rahul, Li, Yi, Sugrue, Leo, Banich, Marie T., Friedman, Naomi, Hewitt, John K., Hopfer, Christian, Sakai, Joseph, Tanabe, Jody, Cottler, Linda B., Nixon, Sara Jo, Chang, Linda, Cloak, Christine, Ernst, Thomas, Reeves, Gloria, Kennedy, David N., Heeringa, Steve, Peltier, Scott, Schulenberg, John, Sripada, Chandra, Zucker, Robert A., Iacono, William G., Luciana, Monica, Calabro, Finnegan J., Clark, Duncan B., Lewis, David A., Luna, Beatriz, Schirda, Claudiu, Brima, Tufikameni, Foxe, John J., Freedman, Edward G., Mruzek, Daniel W., Mason, Michael J., Huber, Rebekah, McGlade, Erin, Prescot, Andrew, Renshaw, Perry F., Yurgelun-Todd, Deborah A., Allgaier, Nicholas A., Dumas, Julie A., Ivanova, Masha, Potter, Alexandra, Florsheim, Paul, Larson, Christine, Lisdahl, Krista, Charness, Michael E., Fuemmeler, Bernard, Hettema, John M., Maes, Hermine H., Steinberg, Joel, Anokhin, Andrey P., Glaser, Paul, Heath, Andrew C., Madden, Pamela A., Baskin-Sommers, Arielle, Constable, R. Todd, Grant, Steven J., Dowling, Gayathri J., Brown, Sandra A., Jernigan, Terry L., and Dale, Anders M.

Published
2019
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32. Meta-analytic decoding of the cortical gradient of functional connectivity

Author

Peraza, Julio A., primary, Salo, Taylor, additional, Riedel, Michael C., additional, Bottenhorn, Katherine L., additional, Poline, Jean-Baptiste, additional, Dockès, Jérôme, additional, Kent, James D., additional, Bartley, Jessica E., additional, Flannery, Jessica S., additional, Hill-Bowen, Lauren D., additional, Lobo, Rosario Pintos, additional, Poudel, Ranjita, additional, Ray, Kimberly L., additional, Robinson, Jennifer L., additional, Laird, Robert W., additional, Sutherland, Matthew T., additional, de la Vega, Alejandro, additional, and Laird, Angela R., additional

Published
2023
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35. Subjective norms as a mediator between exposure to online alcohol and marijuana content and offline use among adolescents.

Author

Cristello, Julie V., Litt, Dana M., Sutherland, Matthew T., and Trucco, Elisa M.

Subjects
TEENAGERS, SOCIAL norms, ALCOHOL drinking, ALCOHOL, MARIJUANA
Abstract

Introduction: While adolescent substance use (SU) may be viewed as normative, SU can quickly escalate leading to consequences. Social media use may increase SU risk. Despite using social media to connect with others, adolescents also view depictions of glamorised SU by both peers and influential figures. Exposure to online alcohol and marijuana content may impact subjective norms (i.e., injunctive and descriptive) ultimately leading to increased offline SU. Data from a multi‐wave project was collected to assess whether subjective norms‐mediated associations between exposure to alcohol and marijuana content by peers and influential figures on Instagram and Snapchat and offline SU. Methods: At Wave 1, participants were 264 adolescents (Mage = 14.91, 51% female, 86% White, 85% Hispanic/Latino/a/x). Results: Injunctive norms significantly mediated associations between exposure to alcohol content posted by peers and influential figures on Instagram and Snapchat and offline alcohol use. Injunctive norms significantly mediated associations between exposure to marijuana content posted by peers and influential figures on Instagram, and peers on Snapchat and offline marijuana use. Descriptive norms significantly mediated associations between exposure to alcohol content posted by peers on Instagram, as well as peers and influential figures on Snapchat and offline alcohol use. Discussion and Conclusion: Increased exposure to online SU content was more consistently associated with injunctive norms rather than descriptive norms. Future research should examine which social media features (e.g., the like button) contribute to increased subjective norms. Overall, findings suggest that social media may strongly convey approval of SU behaviours rather than actual use. [ABSTRACT FROM AUTHOR]

Published
2024
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36. Electronic Cigarette Use Intentions Mediate the Association between Low Self-Control and Future Use by Internalizing Symptoms

Author

Sutherland, Benjelene D., Sutherland, Matthew T., and Trucco, Elisa M.

Subjects
Psychiatry and Mental health, Health (social science), Adolescent, Vaping, Public Health, Environmental and Occupational Health, Medicine (miscellaneous), Humans, Intention, Longitudinal Studies, Electronic Nicotine Delivery Systems, Self-Control
Abstract

Background: Adolescent electronic (e-)cigarette use intentions are related to initiation. Low self-control is also a risk factor for early stages of substance use. Yet, the impact of low self-control on use through intentions may vary across individuals; depression and anxiety may affect this association. Methods: A sample of 200 adolescents who completed waves 1 and 2 of an ongoing longitudinal study were assessed. We hypothesized that high internalizing symptoms would moderate the indirect effect of low self-control on actual e-cigarette use through e-cigarette use intentions. Results: The mediation pathway was significant at high levels of internalizing symptoms, but not at low or moderate levels. Conclusion: Specifically, those with low self-control and high internalizing symptomatology endorsed the highest e-cigarette use intentions and were more likely to subsequently use e-cigarettes. Youth low in self-control and high in depression and anxiety might be at increased risk to initiate e-cigarette use compared to youth high in self-control and high in internalizing symptomatology.

Published
2023

37. Naturalistic paradigms in fMRI research: An ALE meta-analysis

Author

Bottenhorn, Katherine L, Sutherland, Matthew T., and Laird, Angela R.

Subjects
neuroimaging meta-analysis, naturalistic fmri
Abstract

The ability to present natural and interactive audiovisual stimuli is changing how some researchers approach experimental design in fMRI. The use of video games, film clips, and virtual reality (VR) environments has brought increased ecological validity, allowing researchers to study brain activity during tasks more representative of real-life scenarios [1, 2]. Although these three types of stimuli are treated relatively independently in the literature, additional insight may be provided their collective evaluation. Here, we assessed the activation patterns underlying complex, realistic human behavior using a coordinate-based meta-analytic approach. Though distinct, video games, film clips, and VR environments require integrating dynamic streams of information to form appropriate responses in real time. We hypothesized that these task domains rely heavily on cognitive maintenance and spatiotemporal processing associated with the demands of real-world information processing.We performed coordinate-based meta-analysis using the activation likelihood estimate (ALE) algorithm [3,4], focusing on three task domains: video games, film clips, and VR environments. Literature search was performed for studies of healthy, adult participants; peak activation coordinates were extracted and converted to Talairach space. ALE was applied to generate a whole-brain statistical map of convergent activations, which was tested against a null distribution over 1000 permutations (pvoxelcluster). We performed three additional ALE meta-analyses within the contributing task domains to further elucidate the task-specific patterns. Lastly, we performed functional decoding of the resultant ALE clusters in NeuroSynth using the reverse inference approach by computing the conditional probability of a term being used in a study conditional on activation being present at a given brain location [5,6]. ALE meta-analysis of the three domains of naturalistic paradigms (31 contrasts) revealed clusters in the middle and superior frontal gyri, as well as a cluster in the middle occipital gyrus, representing consistent recruitment of these regions collectively across stimulus categories. NeuroSynth reverse inference was performed on each of these three regions. For the middle frontal cluster, NeuroSynth terms of “(dorsal) premotor”, “movements”, and “eye fields” were observed. For the superior middle cluster, “load”, “working memory”, “visuospatial”, and “navigation” were observed. For the middle occipital cluster, “objects”, “visual”, “environments”, “scene”, “remembered”, and “spatial” were observed. We performed three additional ALE meta-analyses of the contributing task domains: video games (11 contrasts), film clips (8 contrasts), and VR environments (12 contrasts). While low in power, these analyses confirmed the domain specificity of each task: postcentral gyrus, insula, putamen, and posterior parietal cortex for video games (reflecting motor, reward, and spatial processing); parahippocampus, superior temporal sulcus, fusiform gyrus for film clips (reflecting facial stimuli in tasks with a strong social context); and posterior cingulate, posterior parietal, and parahippocampus for VR (reflecting spatial memory processing during navigation tasks). Our meta-analysis of naturalistic paradigms in fMRI included three task domains: video games, film clips, and VR environments. Contrasts from these domains consistently identified dorsal premotor cortex and extrastriate cortex. Functional decoding using NeuroSynth provided support for our hypothesis that immersive audiovisual stimulus environments consistently recruit regions strongly associated with spatiotemporal processing, memory, visual attention, and motor planning. Our results suggest that engaging and responding to complex, naturalistic stimuli requires the integration of timing and visuospatial synthesis demands, which is necessary to guide behavior in dynamic, real-world settings. References Zaki, J., & Ochsner, K. (2009). The Need for a Cognitive Neuroscience of Naturalistic Social Cognition. Annals of the New York Academy of Sciences, 1167(1), 16–30. Maguire, E. (2012). Studying the freely-behaving brain with fMRI. NeuroImage, 62(2), 1170–1176. Eickhoff SB, Laird AR, Grefkes C, Wang LE, Zilles K, Fox PT. Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: A random-effects approach based on empirical estimates of spatial uncertainty. Hum Brain Mapp 30, 2907-2926, 2009. Eickhoff SB, Bzdok D, Laird AR, Kurth F, Fox PT. Activation likelihood estimation revisited. Neuroimage 59, 2349-2361, 2012. Yarkoni, T., Poldrack, R. A., Nichols, T. E., Van Essen, D. C., & Wager, T. D. (2011). Large-scale automated synthesis of human functional neuroimaging data. Nature Methods, 8(8), 665–70.

Published
2023
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38. Sex differences in brain correlates of STEM anxiety

Author

Gonzalez, Ariel A., Bottenhorn, Katherine L., Bartley, Jessica E., Hayes, Timothy, Riedel, Michael C., Salo, Taylor, Bravo, Elsa I., Odean, Rosalie, Nazareth, Alina, Laird, Robert W., Sutherland, Matthew T., Brewe, Eric, Pruden, Shannon M., and Laird, Angela R.

Published
2019
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41. Task-based attentional and default mode connectivity associated with STEM anxiety profiles among university physics students

Author

Smith, Donisha D., primary, Meca, Alan, additional, Bottenhorn, Katherine L., additional, Bartley, Jessica E., additional, Riedel, Michael C., additional, Salo, Taylor, additional, Peraza, Julio A., additional, Laird, Robert W., additional, Pruden, Shannon M., additional, Sutherland, Matthew T., additional, Brewe, Eric, additional, and Laird, Angela R., additional

Published
2022
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42. Top-Down Versus Bottom-Up Processing in the Human Brain: Distinct Directional Influences Revealed by Integrating SOBI and Granger Causality

Author

Tang, Akaysha C., Sutherland, Matthew T., Sun, Peng, Zhang, Yan, Nakazawa, Masato, Korzekwa, Amy, Yang, Zhen, Ding, Mingzhou, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Davies, Mike E., editor, James, Christopher J., editor, Abdallah, Samer A., editor, and Plumbley, Mark D, editor

Published
2007
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44. Acculturative orientations among Hispanic/Latinx caregivers in the ABCD Study: Associations with caregiver and youth mental health and youth brain function

Author

Meca, Alan, primary, Peraza, Julio A., additional, Riedel, Michael C., additional, Hale, Willie, additional, Pettit, Jeremy W., additional, Musser, Erica D., additional, Salo, Taylor, additional, Flannery, Jessica S., additional, Bottenhorn, Katherine L., additional, Dick, Anthony S., additional, Lobo, Rosario Pintos, additional, Ucros, Laura M., additional, Greaves, Chelsea A., additional, Hawes, Samuel W., additional, Sanchez, Mariana, additional, Gonzalez, Marybel R., additional, Sutherland, Matthew T., additional, Gonzalez, Raul, additional, and Laird, Angela R., additional

Published
2022
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47. Risk factors for early use of e-cigarettes and alcohol: Dimensions and profiles of temperament.

Author

Hartmann, Sarah A., Hayes, Timothy, Sutherland, Matthew T., and Trucco, Elisa M.

Subjects
ALCOHOL drinking, CONTROL (Psychology), TEMPERAMENT, SUBSTANCE abuse, ELECTRONIC cigarettes
Abstract

Adolescent e-cigarette use has been labeled an epidemic and alcohol use during this developmental period is associated with deleterious outcomes. Though specific temperamental dimensions have been shown to predict substance use, profiles of temperament have rarely been examined as predictors. This study examines dimensions and profiles of adolescent temperament as predictors of early use of e-cigarettes and alcohol. The sample was comprised of adolescent (62.07% female, 87.59% White, 82.76% Hispanic/Latinx)/caregiver dyads (N = 146) who completed the first two timepoints (M age at second timepoint = 16.16, SD = 0.68) of a longitudinal adolescent substance use study. Models showed parent-reported effortful control predicted protection against adolescent use of e-cigarettes, whereas adolescent report of effortful control predicted protection against alcohol use. Though dissimilar in temperamental pattern, three profiles emerged from both parent- and adolescent-report-based latent profile analysis models. Adolescents characterized by parents as displaying a Resilient profile had greater odds of e-cigarette use than those characterized by a Reserved profile, whereas adolescents who self-characterized as Mixed-type had markedly greater odds of alcohol use than those who self-characterized as Resilient. Utilization of temperamental profiles may aid in identification of particularly vulnerable subgroups of adolescents who may benefit from relevant preventative programing. [ABSTRACT FROM AUTHOR]

Published
2023
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