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Articles 1 - 30 of 168
Full-Text Articles in Mental and Social Health
The Association Between Rapid Growth In Children Under The Age Of Five And Adolescent Obesity, Ratu Ayu Dewi Sartika, Fadila Wirawan, Iche Andriyani Liberty, Nurul Husna Mohd Shukri, Siti Arifah Pujonarti, Edy Purwanto, Munaya Fauziah
The Association Between Rapid Growth In Children Under The Age Of Five And Adolescent Obesity, Ratu Ayu Dewi Sartika, Fadila Wirawan, Iche Andriyani Liberty, Nurul Husna Mohd Shukri, Siti Arifah Pujonarti, Edy Purwanto, Munaya Fauziah
Kesmas
Early-life nutrition is a critical predictor of long-term health, yet the association between rapid early-childhood growth and adolescent obesity, particularly in relation to the “double burden of malnutrition,” remains under-researched in Indonesia. This study aimed to analyze the association between rapid growth and adolescent obesity. Data were obtained from the 1997, 2000, and 2014 waves of the Indonesian Family Life Survey (IFLS). This study included 641 children (aged 0–23 months at baseline) with complete anthropometric measurements across all three waves. Rapid growth was defined as an increase in z-scores of >0.67 in weight-for-age (WAZ), height-for-age (HAZ), or weight-for-height (WHZ) between …
Diabetter Together: Outcomes Of A Randomized Controlled Trial Evaluating A Peer Mentor Behavioral Intervention For Young Adults With Type 1 Diabetes During The Transfer From Pediatric To Adult Care, Marisa E Hilliard, Charles G Minard, Samantha A Carreon, Wendy L Levy, Sarah K Lyons, Randi Streisand, Tricia S Tang, Siripoom V Mckay, Sridevi Devaraj, Barbara J Anderson
Diabetter Together: Outcomes Of A Randomized Controlled Trial Evaluating A Peer Mentor Behavioral Intervention For Young Adults With Type 1 Diabetes During The Transfer From Pediatric To Adult Care, Marisa E Hilliard, Charles G Minard, Samantha A Carreon, Wendy L Levy, Sarah K Lyons, Randi Streisand, Tricia S Tang, Siripoom V Mckay, Sridevi Devaraj, Barbara J Anderson
Faculty, Staff and Students Publications
Objective: Transition between pediatric and adult health care is complex, with high risk for loss to follow-up and suboptimal health outcomes for young adults with type 1 diabetes. This trial evaluated the efficacy of DiaBetter Together, a 12-month strengths-based behavioral intervention delivered by trained peer mentors. The intervention aimed to help young adults navigate the transfer process to promote optimal glycemic outcomes, shorten time to adult care follow-up, and improve psychosocial outcomes.
Research design and methods: Using a single-site randomized clinical trial design, we compared the 12-month intervention to usual care among n = 100 young adults aged 17-25 years …
Pulmonary Hemosiderosis In A Young Child Presenting With Recurrent Respiratory Illness And Refractory Anemia: A Case Report, Praveen Das, Ratnapriya Chowdhry, Neha Bhongale, Poonam Wade
Pulmonary Hemosiderosis In A Young Child Presenting With Recurrent Respiratory Illness And Refractory Anemia: A Case Report, Praveen Das, Ratnapriya Chowdhry, Neha Bhongale, Poonam Wade
Digital Journal of Clinical Medicine
Pulmonary hemosiderosis (PH) is a rare cause of diffuse alveolar hemorrhage in children and often presents with nonspecific respiratory symptoms and refractory iron‑deficiency anemia. We report a 2.5‑year‑old girl with recurrent lower respiratory tract infections, severe transfusion‑dependent anemia, failure to thrive, and persistent bilateral pulmonary infiltrates since infancy. Bronchoalveolar lavage demonstrated hemosiderin‑laden macrophages, confirming pulmonary hemosiderosis. Further evaluation revealed C‑ANCA positivity and PR3‑ANCA negativity, raising suspicion for an ANCA‑associated vasculitis; however, there was no renal, ear‑nose‑throat, or other systemic involvement, and a lung biopsy could not be performed. The child was managed with systemic corticosteroids with clinical improvement. This case …
Benchmarking Empirical Severity For The Yale-Brown Obsessive Compulsive Scale-Second Edition, Caitlin M Pinciotti, Juliana Avery, Chencheng Zhang, Josselyn S Muñoz, Dayan Berrones, Vanessa Zavala Cruz, Andrew D Wiese, Jacey L Anderberg, Renee M Frederick, Tomás Miño, Nuria Lanzagorta, Juan Camilo Restrepo, Marcos E Ochoa-Panaifo, Wayne K Goodman, James J Crowley, Eric A Storch, Matti Cervin
Benchmarking Empirical Severity For The Yale-Brown Obsessive Compulsive Scale-Second Edition, Caitlin M Pinciotti, Juliana Avery, Chencheng Zhang, Josselyn S Muñoz, Dayan Berrones, Vanessa Zavala Cruz, Andrew D Wiese, Jacey L Anderberg, Renee M Frederick, Tomás Miño, Nuria Lanzagorta, Juan Camilo Restrepo, Marcos E Ochoa-Panaifo, Wayne K Goodman, James J Crowley, Eric A Storch, Matti Cervin
Faculty, Staff and Students Publications
The Yale-Brown Obsessive Compulsive Scale (Y-BOCS) is considered the primary instrument for assessing the presence and severity of obsessive-compulsive disorder (OCD). Conceptual and empirical critiques inspired the development of an updated version of the instrument, the Yale-Brown Obsessive Compulsive Scale-Second Edition (Y-BOCS-II), with a higher ceiling of OCD severity to better differentiate between severe and the most debilitating OCD presentations, among other revisions. The Y-BOCS-II has demonstrated sound psychometric properties across diverse samples. Empirically derived severity benchmarks have been proposed for the original Y-BOCS, yielding somewhat different ranges than what has been commonly used in clinical and research settings, yet …
Transdiagnostic Correlates Of Family Accommodation In Anxious Youth, Whitney S Shepherd, Erika S Trent, Orri Smarason, Hannah N Sansone, Daphne M Ayton, Amanda Palo, Abigail E Candelari, Wayne K Goodman, Andrew G Guzick, Eric A Storch
Transdiagnostic Correlates Of Family Accommodation In Anxious Youth, Whitney S Shepherd, Erika S Trent, Orri Smarason, Hannah N Sansone, Daphne M Ayton, Amanda Palo, Abigail E Candelari, Wayne K Goodman, Andrew G Guzick, Eric A Storch
Faculty, Staff and Students Publications
Anxiety disorders are common in children and cause significant impairment. Family accommodation, which refers to behavioral changes that family members make to temporarily alleviate a child’s anxiety, has been linked to child anxiety symptom severity. Although emotional vulnerabilities for anxiety such as emotion dysregulation, anxiety sensitivity, and distress intolerance have been associated with family accommodation, research concerning the relationship between these constructs among anxious youth is limited. We hypothesized that these variables would be uniquely and positively associated with family accommodation and would moderate the relationship between anxiety symptom severity and family accommodation. Treatment-seeking child–parent dyads (N = 90; …
Project Evolve: An International Analysis Of Postimmunotherapy Lineage Switch, An Emergent Form Of Relapse In Leukemia, Sara K Silbert, Alexander W Rankin, Chloe N Hoang, Alexandra Semchenkova, Regina M Myers, Elena Zerkalenkova, Hao-Wei Wang, Alexandra E Kovach, Constance M Yuan, Dana Delgado Colon, Loïc Vasseur, Alex Bataller, Samuel John, Kaylyn Utley Lyons, Barbara Friedes, Anna Alonso-Saladrigues, Hisham Abdel-Azim, Estelle Balducci, Ahmed Assim Aljudi, Marie Balsat, D Nathan Biery, Aghiad Chamdin, Bill H Chang, Raymund S Cuevo, Barbara De Moerloose, David S Dickens, Ulrich Duffner, Nicolas Duployez, Firas El Chaer, Michelle Ann Elliott, Gabriele Escherich, Sneha Fernandes, Mandi R Fitzjohn, Zhubin Gahvari, Stephan A Grupp, Rui Rochelle He, Cynthia Harrison, Christopher B Hergott, Emily M Hsieh, Annette S Kim, Dennis J Kuo, Daniel P Larson, Benjamin J Lee, Thibaut Leguay, R Coleman Lindsley, Abhishek A Mangaonkar, Kerstin Mezger, Holly L Pacenta, Jing Pan, Marlie Provost, Latika Puri, Sunil S Raikar, Armando Martinez, Isabella Bristol, Kyle Murphy, Lauren Reiman, Michele Redell, Kelly Reed, Gabrielle Roth-Guepin, Jeremy Rubinstein, Süreyya Savaşan, Kristian Schafernak, Alexandra Stevens, Aimee Talleur, Naomi Torres Carapia, Jacques Vargaftig, Anant Vatsayan, Matthias Wölfl, Liping Zhao, Susana Rives, Vanessa A Fabrizio, Koji Sasaki, Ibrahim Aldoss, Nicolas Boissel, Susan R Rheingold, Kara L Davis, Sara Ghorashian, Elad Jacoby, Alexander Popov, Adam J Lamble, Nirali N Shah
Project Evolve: An International Analysis Of Postimmunotherapy Lineage Switch, An Emergent Form Of Relapse In Leukemia, Sara K Silbert, Alexander W Rankin, Chloe N Hoang, Alexandra Semchenkova, Regina M Myers, Elena Zerkalenkova, Hao-Wei Wang, Alexandra E Kovach, Constance M Yuan, Dana Delgado Colon, Loïc Vasseur, Alex Bataller, Samuel John, Kaylyn Utley Lyons, Barbara Friedes, Anna Alonso-Saladrigues, Hisham Abdel-Azim, Estelle Balducci, Ahmed Assim Aljudi, Marie Balsat, D Nathan Biery, Aghiad Chamdin, Bill H Chang, Raymund S Cuevo, Barbara De Moerloose, David S Dickens, Ulrich Duffner, Nicolas Duployez, Firas El Chaer, Michelle Ann Elliott, Gabriele Escherich, Sneha Fernandes, Mandi R Fitzjohn, Zhubin Gahvari, Stephan A Grupp, Rui Rochelle He, Cynthia Harrison, Christopher B Hergott, Emily M Hsieh, Annette S Kim, Dennis J Kuo, Daniel P Larson, Benjamin J Lee, Thibaut Leguay, R Coleman Lindsley, Abhishek A Mangaonkar, Kerstin Mezger, Holly L Pacenta, Jing Pan, Marlie Provost, Latika Puri, Sunil S Raikar, Armando Martinez, Isabella Bristol, Kyle Murphy, Lauren Reiman, Michele Redell, Kelly Reed, Gabrielle Roth-Guepin, Jeremy Rubinstein, Süreyya Savaşan, Kristian Schafernak, Alexandra Stevens, Aimee Talleur, Naomi Torres Carapia, Jacques Vargaftig, Anant Vatsayan, Matthias Wölfl, Liping Zhao, Susana Rives, Vanessa A Fabrizio, Koji Sasaki, Ibrahim Aldoss, Nicolas Boissel, Susan R Rheingold, Kara L Davis, Sara Ghorashian, Elad Jacoby, Alexander Popov, Adam J Lamble, Nirali N Shah
Faculty, Staff and Students Publications
Lineage switch (LS), defined as the immunophenotypic transformation of acute leukemia, has emerged as a mechanism of relapse after antigen-targeted immunotherapy, which is associated with dismal outcomes. Through an international collaborative effort, we identified cases of LS after a host of antigen-targeted therapies (eg, CD19, CD22, CD38, and CD7), described how LS was diagnosed, reviewed treatment approaches, and analyzed overall outcomes for this form of postimmunotherapy relapse. Collectively, 75 cases of LS were evaluated, including 53 (70.7%) cases of B-cell acute lymphoblastic leukemia (B-ALL) transforming to acute myeloid leukemia (AML), 17 (22.7%) cases of B-ALL transforming to mixed phenotypic acute …
Resilience And Traumatic Stress Among Latinx English Language Learners: A Cross-Sectional Study Of Students From An Urban School District, Roya Ijadi-Maghsoodi, Sara Rahmanian Koushkaki, Alexandra Klomhaus, Hilary Aralis, Angela Venegas-Murillo, Lauren Marlotte, Sameera Siddiqi, Kungeun Lee, Shirley A De La Cruz, Sheryl Kataoka
Resilience And Traumatic Stress Among Latinx English Language Learners: A Cross-Sectional Study Of Students From An Urban School District, Roya Ijadi-Maghsoodi, Sara Rahmanian Koushkaki, Alexandra Klomhaus, Hilary Aralis, Angela Venegas-Murillo, Lauren Marlotte, Sameera Siddiqi, Kungeun Lee, Shirley A De La Cruz, Sheryl Kataoka
Staff and Researcher Publications
Background: Latinx students in the United States can face stressors and structural inequities that can lead to poor academic and mental health outcomes. They comprise 76% of the English Language Learner (ELL) population, yet little is known about the relationship between ELL status and traumatic stress and resilience outcomes among these Latinx students. We sought to see if resilience differs between ELL vs. non-ELL Latinx students, and if traumatic stress risk modifies the association between ELL designation and resilience among Latinx students to inform culturally relevant school resilience interventions and school-wide approaches for this population.
Methods: We analyzed deidentified school …
Evaluation Of The Feasibility And Effectiveness Of Trauma-Focused Cognitive Behavioural Therapy For Children And Youth In Ukraine During The War, Elisa Pfeiffer, Maike Garbade, Renee Beer, Anette Birgersson, Natalie Cabrera, Judith A Cohen, Esther Deblinger, Rafaela Gjini, Veronica Kirsch, Zlatina Kostova, Michael Larsson, Anthony Mannarino, Gavin Moffitt, Marja Onsjö, Tale Ostensjo, Anna Vikgren, Hanna Weyler, Vitalii Klymchuk, Cedric Sachser
Evaluation Of The Feasibility And Effectiveness Of Trauma-Focused Cognitive Behavioural Therapy For Children And Youth In Ukraine During The War, Elisa Pfeiffer, Maike Garbade, Renee Beer, Anette Birgersson, Natalie Cabrera, Judith A Cohen, Esther Deblinger, Rafaela Gjini, Veronica Kirsch, Zlatina Kostova, Michael Larsson, Anthony Mannarino, Gavin Moffitt, Marja Onsjö, Tale Ostensjo, Anna Vikgren, Hanna Weyler, Vitalii Klymchuk, Cedric Sachser
Rowan-Virtua School of Osteopathic Medicine Departmental Research
BACKGROUND: The large-scale Russian invasion of Ukraine in early 2022 resulted in a humanitarian crisis with hundreds of thousands of children exposed to traumatic events. To date, trauma-focused evidence-based treatments (EBTs) for children and youth have not been systematically evaluated and implemented in Ukraine. This study aims at evaluating 1) the feasibility of a training program for Ukrainian therapists on Trauma-Focused Cognitive Behavioural Therapy (TF-CBT) and 2) the feasibility and effectiveness of the treatment for children, youth, and their families in and from Ukraine during the ongoing war.
METHODS: The project "TF-CBT Ukraine" was implemented between March 2022 and May …
The Impact Of Household Dysfunction On Dating Violence Perpetration Among Adolescents In The United States: A Scoping Review, Sumaita Choudhury, Melissa F Peskin, Timothy J Walker, Emily T Hébert, Nivedhitha Parthasarathy, Kaitlyn L Zajack-Garcia, Lea Sacca, Christine M Markham
The Impact Of Household Dysfunction On Dating Violence Perpetration Among Adolescents In The United States: A Scoping Review, Sumaita Choudhury, Melissa F Peskin, Timothy J Walker, Emily T Hébert, Nivedhitha Parthasarathy, Kaitlyn L Zajack-Garcia, Lea Sacca, Christine M Markham
Faculty, Staff and Student Publications
Adverse childhood experiences, such as household dysfunction (HD), play a central role in how adolescents establish, experience, and navigate the challenges of relationship formation, maintenance, and dissolution. HD exposures have been independently associated with dating violence (DV) perpetration in both adolescents and adults. However, research examining the association between the concurrent effect of HD on DV perpetration, especially among adolescents remains scarce. Thus, we conducted a scoping review to accumulate and summarize existing research regarding the impact of HD on DV perpetration among adolescents aged 10 to 17 years in the United States. We used three electronic databases, Medline (Ovid), …
Development Of An Age-Appropriate Household Dysfunction Measure And Its Concurrent Validity With Multiple Outcomes Among Middle School Adolescents In Southeast Texas, Sumaita Choudhury, Timothy J Walker, Emily T Hébert, Christine M Markham, Ross Shegog, Robert C Addy, Melissa F Peskin
Development Of An Age-Appropriate Household Dysfunction Measure And Its Concurrent Validity With Multiple Outcomes Among Middle School Adolescents In Southeast Texas, Sumaita Choudhury, Timothy J Walker, Emily T Hébert, Christine M Markham, Ross Shegog, Robert C Addy, Melissa F Peskin
Faculty, Staff and Student Publications
Existing adverse childhood experience (ACE) measures include a limited number of household dysfunction (HD) items and the use of adult-oriented language that is not always appropriate for middle schoolers. We developed an age-appropriate 10-item HD measure informed by previously validated ACE measures and tested its concurrent validity with dating violence (DV) perpetration, lifetime substance use, and mental health outcomes among middle schoolers in Southeast Texas. This cross-sectional study used the baseline data from a DV prevention intervention program for sixth graders (N = 126), Me & You Tech. Baseline data were collected from March 2023 to April 2023. To …
Lifespan Reference Curves For Harmonizing Multi-Site Regional Brain White Matter Metrics From Diffusion Mri, Alyssa H Zhu, Talia M Nir, Shayan Javid, Julio E Villalón-Reina, Amanda L Rodrigue, Lachlan T Strike, Greig I De Zubicaray, Katie L Mcmahon, Margaret J Wright, Sarah E Medland, John Blangero, David C Glahn, Peter Kochunov, Douglas E Williamson, Asta K Håberg, Paul M Thompson, Neda Jahanshad
Lifespan Reference Curves For Harmonizing Multi-Site Regional Brain White Matter Metrics From Diffusion Mri, Alyssa H Zhu, Talia M Nir, Shayan Javid, Julio E Villalón-Reina, Amanda L Rodrigue, Lachlan T Strike, Greig I De Zubicaray, Katie L Mcmahon, Margaret J Wright, Sarah E Medland, John Blangero, David C Glahn, Peter Kochunov, Douglas E Williamson, Asta K Håberg, Paul M Thompson, Neda Jahanshad
Faculty, Staff and Student Publications
Age-related white matter (WM) microstructure maturation and decline occur throughout the human lifespan, complementing the process of gray matter development and degeneration. Here, we create normative lifespan reference curves for global and regional WM microstructure by harmonizing diffusion MRI (dMRI)-derived data from ten public datasets (N = 40,898 subjects; age: 3-95 years; 47.6% male). We tested three harmonization methods on regional diffusion tensor imaging (DTI) based fractional anisotropy (FA), a metric of WM microstructure, extracted using the ENIGMA-DTI pipeline. ComBat-GAM harmonization provided multi-study trajectories most consistent with known WM maturation peaks. Lifespan FA reference curves were validated with test-retest data …
Circulating Epstein-Barr Virus Antibody Levels As A Biomarker Of Socioecological Adversity In Amazonian Ecuador, Tyler M Barrett, Melissa A Liebert, Geeta N Eick, Julia G Ridgeway-Diaz, Felicia C Madimenos, Aaron D Blackwell, Tara J Cepon-Robins, Samuel S Urlacher, Lawrence S Sugiyama, J Josh Snodgrass
Circulating Epstein-Barr Virus Antibody Levels As A Biomarker Of Socioecological Adversity In Amazonian Ecuador, Tyler M Barrett, Melissa A Liebert, Geeta N Eick, Julia G Ridgeway-Diaz, Felicia C Madimenos, Aaron D Blackwell, Tara J Cepon-Robins, Samuel S Urlacher, Lawrence S Sugiyama, J Josh Snodgrass
Faculty, Staff and Students Publications
Objectives: Circulating Epstein-Barr virus antibodies (EBV-Ab) are used as a biomarker of chronic stress in high-income settings, but their relevance in environments with a high burden of infectious disease, nutritional constraints, and limited resources is less clear. We investigated EBV-Ab as a biomarker of adversity in a setting where local ecology and economy may affect immune development differently than in wealthy countries.
Methods: We measured EBV-Ab in finger-prick dried blood spots collected from Indigenous Shuar (n = 433) and non-Indigenous Colonos (n = 84) ranging from < 1 to 87 years old in Amazonian Ecuador. For a subset of adults (≥ 15 years, n = 210), we collected socioeconomic information (income, education, and occupation) and assessed household-level market integration. We determined the most important predictors of EBV-Ab for adults and children using multi-model averaging of linear regression models.
Results: Male children (< 15 years) had lower EBV-Ab than female children (model averaged β [SE]: -0.238 [0.066]). For adults, Shuar had higher EBV-Ab than Colonos (model averaged β [SE]: 0.235 [0.113]), and high systolic blood pressure was an important predictor of elevated EBV-Ab (model averaged β [SE]: 0.088 [0.047]). Individuals who reported unpaid domestic work as their primary occupation had higher EBV-Ab than agricultural workers (model averaged β [SE]: 0.302 [0.113]). Individuals living in houses with more market-sourced infrastructure had lower EBV-Ab (model averaged β [SE]: -0.088 [0.068]).
Conclusions: Circulating EBV-Ab may capture context-specific aspects of socioecological adversity …
Protocol For A Multisite, Observational Clinical Study Of The Association Between Skin Colour And Pulse Oximeter Accuracy In Children Undergoing Cardiac Catheterisation (Pach Study), Halley Ruppel, Liming Huang, Christopher J Petit, Athar M Qureshi, Christopher P Bonafide, Elizabeth E Foglia, Jeffery Feldman, Meghan B Lane-Fall, Jennifer M Lynch, Anna Chien, Michelle Dunn, Michael L O'Byrne
Protocol For A Multisite, Observational Clinical Study Of The Association Between Skin Colour And Pulse Oximeter Accuracy In Children Undergoing Cardiac Catheterisation (Pach Study), Halley Ruppel, Liming Huang, Christopher J Petit, Athar M Qureshi, Christopher P Bonafide, Elizabeth E Foglia, Jeffery Feldman, Meghan B Lane-Fall, Jennifer M Lynch, Anna Chien, Michelle Dunn, Michael L O'Byrne
Faculty, Staff and Students Publications
Introduction: Prospective, real-world clinical studies of the association between skin color and pulse oximeter (SpO2) accuracy in children are needed to address the limitations of previous research. Such studies are essential for generating evidence for clinicians, regulators and industry. This is the protocol for a multisite study funded by the National Heart, Lung, and Blood Institute (R01HL171313; 1 January 2024-31 December 2028).
Methods and analysis: In this pragmatic, observational study conducted in three large paediatric cardiac catheterisation centres in the USA, children undergoing cardiac catheterisation with directly measured arterial oxygen saturation will be prospectively enrolled. The outcome variable (SpO2 bias) …
Selected Social And Lifestyle Correlates Of Brain Health Markers: The Cross-Cohort Collaboration Consortium, Leslie Grasset, Joshua C Bis, Stefan Frenzel, Daniel Kojis, Jeannette Simino, Amber Yaqub, Alexa Beiser, Claudine Berr, Jan Bressler, Robin Bülow, Charles S Decarli, Alison E Fohner, Laura B Harrington, Catherine Helmer, M Arfan Ikram, Rozenn N Lemaitre, Oscar L Lopez, W T Longstreth, Julia Neitzel, Michelle C Odden, Priya Palta, Carsten O Schmidt, Rajesh Talluri, Meike W Vernooij, Henry Völzke, Trudy Voortman, Quest Whalen, Katharina Wittfeld, Hans J Grabe, Thomas H Mosley, Bruce M Psaty, Frank J Wolters, Sudha Seshadri, Carole Dufouil
Selected Social And Lifestyle Correlates Of Brain Health Markers: The Cross-Cohort Collaboration Consortium, Leslie Grasset, Joshua C Bis, Stefan Frenzel, Daniel Kojis, Jeannette Simino, Amber Yaqub, Alexa Beiser, Claudine Berr, Jan Bressler, Robin Bülow, Charles S Decarli, Alison E Fohner, Laura B Harrington, Catherine Helmer, M Arfan Ikram, Rozenn N Lemaitre, Oscar L Lopez, W T Longstreth, Julia Neitzel, Michelle C Odden, Priya Palta, Carsten O Schmidt, Rajesh Talluri, Meike W Vernooij, Henry Völzke, Trudy Voortman, Quest Whalen, Katharina Wittfeld, Hans J Grabe, Thomas H Mosley, Bruce M Psaty, Frank J Wolters, Sudha Seshadri, Carole Dufouil
Faculty, Staff and Student Publications
Introduction: To investigate the associations of education level, marital status, and physical activity with dementia risk and brain MRI markers.
Methods: Data from six community-based samples from the Cross-Cohort Collaboration Consortium were analyzed. Self-reported education level, marital status, and physical activity at age 60 to 75 years were harmonized. Subsamples of participants with brain MRI markers at time of exposure were selected. Associations with dementia risk and cross-sectional MRI markers were meta-analyzed.
Results: Higher education level was associated with lower dementia risk (hazard ratio [HR] = 0.65, 95% confidence interval [CI] = 0.59; 0.72 vs low level) but not significantly …
Sequence Variants In Hectd1 Result In A Variable Neurodevelopmental Disorder, Gazelle Zerafati-Jahromi, Elias Oxman, Hieu D Hoang, Wu-Lin Charng, Tanvitha Kotla, Weimin Yuan, Keito Ishibashi, Sonia Sebaoui, Kathryn Luedtke, Bryce Winrow, Rebecca D Ganetzky, Anna Ruiz, Carmen Manso-Basúz, Nino Spataro, Peter Kannu, Taryn Athey, Christina Peroutka, Caitlin Barnes, Richard Sidlow, George Anadiotis, Kari Magnussen, Irene Valenzuela, Alejandro Moles-Fernandez, Seth Berger, Christina L Grant, Eric Vilain, Gudny A Arnadottir, Patrick Sulem, Telma S Sulem, Kari Stefansson, Shavonne Massey, Natalie Ginn, Annapurna Poduri, Alissa M D'Gama, Rozalia Valentine, Sara K Trowbridge, Chaya N Murali, Rachel Franciskovich, Yen Tran, Bryn D Webb, Kim M Keppler-Noreuil, April L Hall, Bobbi Mcgivern, Kristin G Monaghan, Maria J Guillen Sacoto, Dustin Baldridge, Gary A Silverman, Sonika Dahiya, Tychele N Turner, Tim Schedl, Joshua G Corbin, Stephen C Pak, Irene E Zohn, Christina A Gurnett
Sequence Variants In Hectd1 Result In A Variable Neurodevelopmental Disorder, Gazelle Zerafati-Jahromi, Elias Oxman, Hieu D Hoang, Wu-Lin Charng, Tanvitha Kotla, Weimin Yuan, Keito Ishibashi, Sonia Sebaoui, Kathryn Luedtke, Bryce Winrow, Rebecca D Ganetzky, Anna Ruiz, Carmen Manso-Basúz, Nino Spataro, Peter Kannu, Taryn Athey, Christina Peroutka, Caitlin Barnes, Richard Sidlow, George Anadiotis, Kari Magnussen, Irene Valenzuela, Alejandro Moles-Fernandez, Seth Berger, Christina L Grant, Eric Vilain, Gudny A Arnadottir, Patrick Sulem, Telma S Sulem, Kari Stefansson, Shavonne Massey, Natalie Ginn, Annapurna Poduri, Alissa M D'Gama, Rozalia Valentine, Sara K Trowbridge, Chaya N Murali, Rachel Franciskovich, Yen Tran, Bryn D Webb, Kim M Keppler-Noreuil, April L Hall, Bobbi Mcgivern, Kristin G Monaghan, Maria J Guillen Sacoto, Dustin Baldridge, Gary A Silverman, Sonika Dahiya, Tychele N Turner, Tim Schedl, Joshua G Corbin, Stephen C Pak, Irene E Zohn, Christina A Gurnett
Faculty, Staff and Students Publications
Dysregulation of genes encoding the homologous to E6AP C-terminus (HECT) E3 ubiquitin ligases has been linked to cancer and structural birth defects. One member of this family, the HECT-domain-containing protein 1 (HECTD1), mediates developmental pathways, including cell signaling, gene expression, and embryogenesis. Through GeneMatcher, we identified 14 unrelated individuals with 15 different variants in HECTD1 (10 missense, 3 frameshift, 1 nonsense, and 1 splicing variant) with neurodevelopmental disorders (NDDs), including autism, attention-deficit/hyperactivity disorder, and epilepsy. Of these 15 HECTD1 variants, 10 occurred de novo, 3 had unknown inheritance, and 2 were compound heterozygous. While all individuals in this cohort displayed …
Critiques Of The Cass Review: Fact-Checking The Peer-Reviewed And Grey Literature, Kathleen Mcdeavitt, J Cohn, Stephen B Levine
Critiques Of The Cass Review: Fact-Checking The Peer-Reviewed And Grey Literature, Kathleen Mcdeavitt, J Cohn, Stephen B Levine
Faculty, Staff and Students Publications
The Cass Review's final report, published in April 2024, made recommendations to the UK's National Health Service regarding structuring of services for minors with gender-related distress. It recommended cautious use of hormonal interventions in this population and use of research protocols. Some clinician-researchers disagree with the Cass Review's recommendations and have written critiques. A critique of the Cass Review posted on Yale Law School's website in July 2024 has received extensive media coverage. Its references identified three other critiques. In these papers, there were multiple claims that were incorrect or that lacked essential clarification/contextualization. These claims involved (1) the Cass …
Reframing Stigma In Tourette Syndrome: An Updated Scoping Review, Kelly Pring, Melina Malli, Brandy W Hardy, Stephen R Rapp, Eric A Storch, Jonathan W Mink, Jaclyn M Martindale
Reframing Stigma In Tourette Syndrome: An Updated Scoping Review, Kelly Pring, Melina Malli, Brandy W Hardy, Stephen R Rapp, Eric A Storch, Jonathan W Mink, Jaclyn M Martindale
Center for Medical Ethics and Health Policy Staff Publications
Persistent tic disorders (PTD) such as Tourette's syndrome (TS) are common childhood-onset neurodevelopmental disorders. Stigmatization of individuals with these disorders remains an ongoing problem. The purpose of this scoping review is to serve as an updated review of the research regarding stigmatization in youth with PTD since the publication of the original systematic review about this topic in 2016. The electronic databases Embase, Web of Science, PubMed, PsycINFO, and CINAHL were searched. Of the 4751 initial articles screened after removing duplications, 47 studies met the inclusion criteria. The studies were examined under the social-ecological stigmatization model, which helps categorize stigmatization …
Effects Of Trauma Exposure And Posttraumatic Stress Disorder On Perceived Social Support In Youth: A Longitudinal Investigation, Erin Logue, John Leri, Jeffrey D Shahidullah, Caitlin M Pinciotti, Paul J Rathouz, Josh M Cisler, D Jeffrey Newport, Karen Dineen Wagner, Charles B Nemeroff
Effects Of Trauma Exposure And Posttraumatic Stress Disorder On Perceived Social Support In Youth: A Longitudinal Investigation, Erin Logue, John Leri, Jeffrey D Shahidullah, Caitlin M Pinciotti, Paul J Rathouz, Josh M Cisler, D Jeffrey Newport, Karen Dineen Wagner, Charles B Nemeroff
Faculty, Staff and Students Publications
The aim of this study was to examine relationships among trauma burden, post-traumatic stress disorder, and perceived social support in a large, diverse group of trauma-exposed children and adolescents followed longitudinally. Specifically, we tested the social erosion hypothesis (i.e., mental health challenges negatively affect the quality of social relationships and contribute to reduced social support over time) using a sample of 1,829 trauma-exposed youth (aged 8-21) recruited through the multi-site Texas Childhood Trauma Research Network. Youth who reported more trauma burden (i.e., a greater number of traumas) perceived significantly lower levels of social support from family and peers, and those …
Age-Related Decline In Blood-Brain Barrier Function Is More Pronounced In Males Than Females In Parietal And Temporal Regions, Xingfeng Shao, Qinyang Shou, Kimberly Felix, Brandon Ojogho, Xuejuan Jiang, Brian T Gold, Megan M Herting, Eric L Goldwaser, Peter Kochunov, Elliot Hong, Ioannis Pappas, Meredith Braskie, Hosung Kim, Steven Cen, Kay Jann, Danny J J Wang
Age-Related Decline In Blood-Brain Barrier Function Is More Pronounced In Males Than Females In Parietal And Temporal Regions, Xingfeng Shao, Qinyang Shou, Kimberly Felix, Brandon Ojogho, Xuejuan Jiang, Brian T Gold, Megan M Herting, Eric L Goldwaser, Peter Kochunov, Elliot Hong, Ioannis Pappas, Meredith Braskie, Hosung Kim, Steven Cen, Kay Jann, Danny J J Wang
Faculty, Staff and Student Publications
The blood-brain barrier (BBB) plays a pivotal role in protecting the central nervous system (CNS), and shielding it from potential harmful entities. A natural decline of BBB function with aging has been reported in both animal and human studies, which may contribute to cognitive decline and neurodegenerative disorders. Limited data also suggest that being female may be associated with protective effects on BBB function. Here, we investigated age and sex-dependent trajectories of perfusion and BBB water exchange rate (kw) across the lifespan in 186 cognitively normal participants spanning the ages of 8-92 years old, using a non-invasive diffusion-prepared pseudo-continuous arterial …
Iron Deficiency And Internalizing Symptoms Among Adolescents In The National Health And Nutrition Examination Survey, Dimitri Fiani, Solangia Engler, Yang Ni, Sherecce Fields, Chadi Calarge
Iron Deficiency And Internalizing Symptoms Among Adolescents In The National Health And Nutrition Examination Survey, Dimitri Fiani, Solangia Engler, Yang Ni, Sherecce Fields, Chadi Calarge
Faculty, Staff and Students Publications
Background: Iron Deficiency (ID) affects two billion people worldwide, predominantly adolescent girls, and may be associated with increased psychopathology. The associations between ID and symptoms of depression and anxiety in adolescents were examined using data from the National Health and Nutrition Examination Survey (NHANES), a cross-sectional survey of a nationally representative sample of non-institutionalized Americans.
Methods: The current analysis included survey cycles where both iron-related markers and mental health-related outcomes were collected in adolescents 12 to 17 years old. Acute and serious medical conditions, acute inflammation, and abnormal birth weight led to exclusion. Linear multivariable regression analyses examined the association …
The Relationship Between Adverse Childhood Experiences, Symptom Severity, Negative Thinking, Comorbidity, And Treatment Response In Youth With Obsessive-Compulsive Disorder, Mariana Vazquez, Amanda Palo, Mckenzie Schuyler, Brent J Small, Joseph F Mcguire, Sabine Wilhelm, Wayne K Goodman, Daniel Geller, Eric A Storch
The Relationship Between Adverse Childhood Experiences, Symptom Severity, Negative Thinking, Comorbidity, And Treatment Response In Youth With Obsessive-Compulsive Disorder, Mariana Vazquez, Amanda Palo, Mckenzie Schuyler, Brent J Small, Joseph F Mcguire, Sabine Wilhelm, Wayne K Goodman, Daniel Geller, Eric A Storch
Faculty, Staff and Students Publications
Although youth and adults with obsessive-compulsive disorder (OCD) endorse elevated incidence of exposure to traumatic life events during childhood, the existing literature on adverse childhood experiences (ACEs) and OCD is mixed and studies focusing on pediatric OCD are limited. The present study examines the relationship between ACEs and OCD onset, symptom severity, negative cognitive patterns, comorbidity, and cognitive-behavioral therapy (CBT) response in 142 children and adolescents with OCD. ACEs were ascertained from parent reports. Most parents reported child exposure to ACEs. Out of the parents who reported ACEs, 50% reported ACE exposure prior to OCD diagnosis and 50% reported ACE …
Hippocampal Gray Matter Volume In Young Adulthood Varies With Adolescent Alcohol Use, Juliann B Purcell, Nathaniel G Harnett, Sylvie Mrug, Marc N Elliott, Susan Tortolero Emery, Mark A Schuster, David C Knight
Hippocampal Gray Matter Volume In Young Adulthood Varies With Adolescent Alcohol Use, Juliann B Purcell, Nathaniel G Harnett, Sylvie Mrug, Marc N Elliott, Susan Tortolero Emery, Mark A Schuster, David C Knight
Faculty, Staff and Student Publications
Adolescent substance use is linked with negative future outcomes (e.g., depression, anxiety, substance use disorder). Given that the brain undergoes significant maturation during adolescence, this developmental period may represent a time of particular vulnerability to substance use. Neuroimaging research has largely focused on heavy or binge patterns of substance use; thus, relatively less is known about the neural impact of a broader range of adolescent substance use. Characterizing the neural impact of a broader range of adolescent substance use may inform prevention and treatment efforts. The present study investigated relationships between adolescent substance use trajectories (i.e., alcohol, tobacco, and cannabis) …
Psychiatric Polygenic Risk Scores: Experience, Hope For Utility, And Concerns Among Child And Adolescent Psychiatrists, Amanda R Merner, Page M Trotter, Lauren A Ginn, Jason Bach, Katherine J Freedberg, Takahiro Soda, Eric A Storch, Stacey Pereira, Gabriel Lázaro-Muñoz
Psychiatric Polygenic Risk Scores: Experience, Hope For Utility, And Concerns Among Child And Adolescent Psychiatrists, Amanda R Merner, Page M Trotter, Lauren A Ginn, Jason Bach, Katherine J Freedberg, Takahiro Soda, Eric A Storch, Stacey Pereira, Gabriel Lázaro-Muñoz
Center for Medical Ethics and Health Policy Staff Publications
Recent advances in psychiatric genetics have enabled the use of polygenic risk scores (PRS) to estimate genetic risk for psychiatric disorders. However, the potential use of PRS in child and adolescent psychiatry has raised concerns. This study provides an in-depth examination of attitudes among child and adolescent psychiatrists (CAP) regarding the use of PRS in psychiatry. We conducted semi-structured interviews with U.S.-based CAP (n=29) who possess expertise in genetics. The majority of CAP indicated that PRS have limited clinical utility in their current form and are not ready for clinical implementation. Most clinicians stated that nothing would motivate them to …
Pediatric Glioma Immune Profiling Identifies Tim3 As A Therapeutic Target In Braf Fusion Pilocytic Astrocytoma, Shashwat Tripathi, Hinda Najem, Corey Dussold, Sebastian Pacheco, Ruochen Du, Moloud Sooreshjani, Lisa Hurley, James P Chandler, Roger Stupp, Adam M Sonabend, Craig M Horbinski, Rimas V Lukas, Joanne Xiu, Giselle Lopez, Theodore P Nicolaides, Valerie Brown, Nitin R Wadhwani, Sandi K Lam, Charles David James, Ganesh Rao, Maria G Castro, Amy B Heimberger, Michael Decuypere
Pediatric Glioma Immune Profiling Identifies Tim3 As A Therapeutic Target In Braf Fusion Pilocytic Astrocytoma, Shashwat Tripathi, Hinda Najem, Corey Dussold, Sebastian Pacheco, Ruochen Du, Moloud Sooreshjani, Lisa Hurley, James P Chandler, Roger Stupp, Adam M Sonabend, Craig M Horbinski, Rimas V Lukas, Joanne Xiu, Giselle Lopez, Theodore P Nicolaides, Valerie Brown, Nitin R Wadhwani, Sandi K Lam, Charles David James, Ganesh Rao, Maria G Castro, Amy B Heimberger, Michael Decuypere
Faculty, Staff and Students Publications
Despite being the leading cause of cancer-related childhood mortality, pediatric gliomas have been relatively understudied, and the repurposing of immunotherapies has not been successful. Whole-transcriptome sequencing, single-cell sequencing, and sequential multiplex immunofluorescence were used to identify an immunotherapeutic strategy that could be applied to multiple preclinical glioma models. MAPK-driven pediatric gliomas have a higher IFN signature relative to other molecular subgroups. Single-cell sequencing identified an activated and cytotoxic microglia (MG) population designated MG-Act in BRAF-fused, MAPK-activated pilocytic astrocytoma (PA), but not in high-grade gliomas or normal brain. T cell immunoglobulin and mucin domain 3 (TIM3) was expressed on MG-Act and …
Pediatric Glioma Immune Profiling Identifies Tim3 As A Therapeutic Target In Braf Fusion Pilocytic Astrocytoma, Shashwat Tripathi, Hinda Najem, Corey Dussold, Sebastian Pacheco, Ruochen Du, Moloud Sooreshjani, Lisa Hurley, James P Chandler, Roger Stupp, Adam M Sonabend, Craig M Horbinski, Rimas V Lukas, Joanne Xiu, Giselle Lopez, Theodore P Nicolaides, Valerie Brown, Nitin R Wadhwani, Sandi K Lam, Charles David James, Ganesh Rao, Maria G Castro, Amy B Heimberger, Michael Decuypere
Pediatric Glioma Immune Profiling Identifies Tim3 As A Therapeutic Target In Braf Fusion Pilocytic Astrocytoma, Shashwat Tripathi, Hinda Najem, Corey Dussold, Sebastian Pacheco, Ruochen Du, Moloud Sooreshjani, Lisa Hurley, James P Chandler, Roger Stupp, Adam M Sonabend, Craig M Horbinski, Rimas V Lukas, Joanne Xiu, Giselle Lopez, Theodore P Nicolaides, Valerie Brown, Nitin R Wadhwani, Sandi K Lam, Charles David James, Ganesh Rao, Maria G Castro, Amy B Heimberger, Michael Decuypere
Faculty, Staff and Students Publications
Despite being the leading cause of cancer-related childhood mortality, pediatric gliomas have been relatively understudied, and the repurposing of immunotherapies has not been successful. Whole-transcriptome sequencing, single-cell sequencing, and sequential multiplex immunofluorescence were used to identify an immunotherapeutic strategy that could be applied to multiple preclinical glioma models. MAPK-driven pediatric gliomas have a higher IFN signature relative to other molecular subgroups. Single-cell sequencing identified an activated and cytotoxic microglia (MG) population designated MG-Act in BRAF-fused, MAPK-activated pilocytic astrocytoma (PA), but not in high-grade gliomas or normal brain. T cell immunoglobulin and mucin domain 3 (TIM3) was expressed on MG-Act and …
Occupational Therapy’S Role In The Success And Positive Outcomes Of Youth Within The Foster System, Cassidy Solomon
Occupational Therapy’S Role In The Success And Positive Outcomes Of Youth Within The Foster System, Cassidy Solomon
Student Capstone Papers
This capstone paper will discuss the development of an occupational therapy program to support the needs of youth within the foster system and prepare this population to live independently. Background information including statistics, the need for occupational therapy, and the program specifics such as rationale, significance, and objective are discussed. The development of an occupational therapy program to aid in the success of children within the foster care system helps close a gap in research that will contribute to this population's success and positive outcomes. The purpose of this capstone was to develop a program for children in the foster …
Occupational Therapy’S Role Within The Foster System, Cassidy Solomon, Cassandra Nelson
Occupational Therapy’S Role Within The Foster System, Cassidy Solomon, Cassandra Nelson
Summer 2024 OTD Capstone Symposium
This poster will discuss the development of an occupational therapy program to support the needs of youth within the foster system to prepare this population to live independently. Background information including statistics, the need for occupational therapy, and the program specifics such as rationale, significance, and objective are displayed. The development of an occupational therapy program to aid in the success of children within the foster care system helps to close a gap in research that will contribute to the success and positive outcomes of this population. The purpose of this capstone was to develop a program for children in …
A Content Analysis Of Self-Report Child Anxiety Measures, Minjee Kook, Jane W Clinger, Eric Lee, Sophie C Schneider, Eric A Storch, Andrew G Guzick
A Content Analysis Of Self-Report Child Anxiety Measures, Minjee Kook, Jane W Clinger, Eric Lee, Sophie C Schneider, Eric A Storch, Andrew G Guzick
Faculty, Staff and Students Publications
A clear understanding of the item content of psychological assessments is critical but often overlooked. This study describes the content overlap of seven commonly used and psychometrically validated measures of anxiety among children and adolescents. Symptom codes were created for all items across measures and items were sorted by these codes, which all fell into specific symptom categories. We conducted two analyses of all items: a "bottom-up" content categorization approach, which used symptom categories that were developed during this study, and a "top-down" DSM-5 categorization which mapped items onto symptoms of anxiety disorders in the DSM-5. Findings reveal a weak …
Brain-Age Prediction: Systematic Evaluation Of Site Effects, And Sample Age Range And Size, Yuetong Yu, Hao-Qi Cui, Shalaila S Haas, Faye New, Nicole Sanford, Kevin Yu, Denghuang Zhan, Guoyuan Yang, Jia-Hong Gao, Dongtao Wei, Jiang Qiu, Nerisa Banaj, Dorret I Boomsma, Alan Breier, Henry Brodaty, Randy L Buckner, Jan K Buitelaar, Dara M Cannon, Xavier Caseras, Vincent P Clark, Patricia J Conrod, Fabrice Crivello, Eveline A Crone, Udo Dannlowski, Christopher G Davey, Lieuwe De Haan, Greig I De Zubicaray, Annabella Di Giorgio, Lukas Fisch, Simon E Fisher, Barbara Franke, David C Glahn, Dominik Grotegerd, Oliver Gruber, Raquel E Gur, Ruben C Gur, Tim Hahn, Ben J Harrison, Sean Hatton, Ian B Hickie, Hilleke E Hulshoff Pol, Alec J Jamieson, Terry L Jernigan, Jiyang Jiang, Andrew J Kalnin, Sim Kang, Nicole A Kochan, Anna Kraus, Jim Lagopoulos, Luisa Lazaro, Brenna C Mcdonald, Colm Mcdonald, Katie L Mcmahon, Benson Mwangi, Fabrizio Piras, Raul Rodriguez-Cruces, Jessica Royer, Perminder S Sachdev, Theodore D Satterthwaite, Andrew J Saykin, Gunter Schumann, Pierluigi Sevaggi, Jordan W Smoller, Jair C Soares, Gianfranco Spalletta, Christian K Tamnes, Julian N Trollor, Dennis Van't Ent, Daniela Vecchio, Henrik Walter, Yang Wang, Bernd Weber, Wei Wen, Lara M Wierenga, Steven C R Williams, Mon-Ju Wu, Giovana B Zunta-Soares, Boris Bernhardt, Paul Thompson, Sophia Frangou, Ruiyang Ge, Enigma‐Lifespan Working Group
Brain-Age Prediction: Systematic Evaluation Of Site Effects, And Sample Age Range And Size, Yuetong Yu, Hao-Qi Cui, Shalaila S Haas, Faye New, Nicole Sanford, Kevin Yu, Denghuang Zhan, Guoyuan Yang, Jia-Hong Gao, Dongtao Wei, Jiang Qiu, Nerisa Banaj, Dorret I Boomsma, Alan Breier, Henry Brodaty, Randy L Buckner, Jan K Buitelaar, Dara M Cannon, Xavier Caseras, Vincent P Clark, Patricia J Conrod, Fabrice Crivello, Eveline A Crone, Udo Dannlowski, Christopher G Davey, Lieuwe De Haan, Greig I De Zubicaray, Annabella Di Giorgio, Lukas Fisch, Simon E Fisher, Barbara Franke, David C Glahn, Dominik Grotegerd, Oliver Gruber, Raquel E Gur, Ruben C Gur, Tim Hahn, Ben J Harrison, Sean Hatton, Ian B Hickie, Hilleke E Hulshoff Pol, Alec J Jamieson, Terry L Jernigan, Jiyang Jiang, Andrew J Kalnin, Sim Kang, Nicole A Kochan, Anna Kraus, Jim Lagopoulos, Luisa Lazaro, Brenna C Mcdonald, Colm Mcdonald, Katie L Mcmahon, Benson Mwangi, Fabrizio Piras, Raul Rodriguez-Cruces, Jessica Royer, Perminder S Sachdev, Theodore D Satterthwaite, Andrew J Saykin, Gunter Schumann, Pierluigi Sevaggi, Jordan W Smoller, Jair C Soares, Gianfranco Spalletta, Christian K Tamnes, Julian N Trollor, Dennis Van't Ent, Daniela Vecchio, Henrik Walter, Yang Wang, Bernd Weber, Wei Wen, Lara M Wierenga, Steven C R Williams, Mon-Ju Wu, Giovana B Zunta-Soares, Boris Bernhardt, Paul Thompson, Sophia Frangou, Ruiyang Ge, Enigma‐Lifespan Working Group
Faculty, Staff and Student Publications
Structural neuroimaging data have been used to compute an estimate of the biological age of the brain (brain‐age) which has been associated with other biologically and behaviorally meaningful measures of brain development and aging. The ongoing research interest in brain‐age has highlighted the need for robust and publicly available brain‐age models pre‐trained on data from large samples of healthy individuals. To address this need we have previously released a developmental brain‐age model. Here we expand this work to develop, empirically validate, and disseminate a pre‐trained brain‐age model to cover most of the human lifespan. To achieve this, we selected the …
Bayesian Varying-Effects Vector Autoregressive Models For Inference Of Brain Connectivity Networks And Covariate Effects In Pediatric Traumatic Brain Injury, Yangfan Ren, Nathan Osborne, Christine B Peterson, Dana M Demaster, Linda Ewing-Cobbs, Marina Vannucci
Bayesian Varying-Effects Vector Autoregressive Models For Inference Of Brain Connectivity Networks And Covariate Effects In Pediatric Traumatic Brain Injury, Yangfan Ren, Nathan Osborne, Christine B Peterson, Dana M Demaster, Linda Ewing-Cobbs, Marina Vannucci
Faculty, Staff and Student Publications
In this article, we develop an analytical approach for estimating brain connectivity networks that accounts for subject heterogeneity. More specifically, we consider a novel extension of a multi-subject Bayesian vector autoregressive model that estimates group-specific directed brain connectivity networks and accounts for the effects of covariates on the network edges. We adopt a flexible approach, allowing for (possibly) nonlinear effects of the covariates on edge strength via a novel Bayesian nonparametric prior that employs a weighted mixture of Gaussian processes. For posterior inference, we achieve computational scalability by implementing a variational Bayes scheme. Our approach enables simultaneous estimation of group-specific …