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Department/Unit:Child and Adolescent Psychiatry

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Delineating a Pathway for the Discovery of Functional Connectome Biomarkers of Autism

Park, Shinwon; Thomson, Phoebe; Kiar, Gregory; Castellanos, F Xavier; Milham, Michael P; Bernhardt, Boris; Di Martino, Adriana
The promise of individually tailored care for autism has driven efforts to establish biomarkers. This chapter appraises the state of precision-medicine research focused on biomarkers based on the functional brain connectome. This work is grounded on abundant evidence supporting the brain dysconnection model of autism and the advantages of resting-state functional MRI (R-fMRI) for studying the brain in vivo. After considering biomarker requirements of consistency and clinical relevance, we provide a scoping review of R-fMRI studies of individual prediction in autism. In the past 10 years, responding to the availability of open data through the Autism Brain Imaging Data Exchange, machine learning studies have surged. Nearly all have focused on diagnostic label classification. These efforts have shown that autism prediction is feasible using functional connectome markers, with accuracy reported well above chance. In parallel, emerging approaches more directly addressing autism heterogeneity are paving the way for much-needed biomarkers of longitudinal outcome and treatment response. We conclude with key challenges to be addressed by the next generation of studies.
PMID: 39562456
ISSN: 2190-5215
CID: 5758482

Determinants of Breast Cancer Screening Adherence During the COVID-19 Pandemic in a Cohort at Increased Inherited Cancer Risk in the United States

Harris, Adrian; Bather, Jemar R; Kawamoto, Kensaku; Fiol, Guilherme Del; Bradshaw, Richard L; Kaiser-Jackson, Lauren; Monahan, Rachel; Kohlmann, Wendy; Liu, Feng; Ginsburg, Ophira; Goodman, Melody S; Kaphingst, Kimberly A
BACKGROUND:We examined neighborhood characteristics concerning breast cancer screening annual adherence during the COVID-19 pandemic. METHODS:We analyzed 6673 female patients aged 40 or older at increased inherited cancer risk in 2 large health care systems (NYU Langone Health [NYULH] and the University of Utah Health [UHealth]). Multinomial models were used to identify predictors of mammogram screening groups (non-adherent, pre-pandemic adherent, pandemic period adherent) in comparison to adherent females. Potential determinants included sociodemographic characteristics and neighborhood factors. RESULTS:Comparing each cancer group in reference to the adherent group, a reduced likelihood of being non-adherent was associated with older age (OR: 0.97, 95% CI: 0.95, 0.99), a greater number of relatives with cancer (OR: 0.80, 95% CI: 0.75, 0.86), and being seen at NYULH study site (OR: 0.42, 95% CI: 0.29, 0.60). More relatives with cancer were correlated with a lesser likelihood of being pandemic period adherent (OR: 0.89, 95% CI: 0.81, 0.97). A lower likelihood of being pre-pandemic adherent was seen in areas with less education (OR: 0.77, 95% CI: 0.62, 0.96) and NYULH study site (OR: 0.35, 95% CI: 0.22, 0.55). Finally, greater neighborhood deprivation (OR: 1.47, 95% CI: 1.08, 2.01) was associated with being non-adherent. CONCLUSION/CONCLUSIONS:Breast screening during the COVID-19 pandemic was associated with being older, having more relatives with cancer, residing in areas with less educational attainment, and being seen at NYULH; non-adherence was linked with greater neighborhood deprivation. These findings may mitigate risk of clinically important screening delays at times of disruptions in a population at greater risk for breast cancer.
PMCID:11489983
PMID: 39420801
ISSN: 1526-2359
CID: 5711772

Identification of suicide risk in a pediatric psychiatric emergency setting: Comparing the Ask Suicide-screening Questions and the Kiddie-Computerized Adaptive Test-Suicide Scale

Cervantes, Paige E; Gibbons, Robert D; Seag, Dana E M; Baroni, Argelinda; Li, Annie; Horwitz, Sarah M
While the emergency department (ED) is an important setting for identifying youth with psychiatric symptoms and connecting them to services, the demands of the ED make efficient and accurate measurement essential in the implementation of mental health screening. The Kiddie-Computerized Adaptive Test (K-CAT) scales, a new electronically administered measure that offers quick and comprehensive assessment across several mental health domains, may be particularly useful in this setting. Given current recommendations for youth suicide risk screening in EDs, this study compared the K-CAT-Suicide Scale (K-CAT-SS) and the Ask Suicide-screening Questions (ASQ), a widely used measure in EDs, in a sample of participants presenting to a pediatric, psychiatric emergency setting. The measures agreed on the presence of suicide risk in over 85% of cases (κ=0.59), and the characteristics of youth who screened at risk on both were similar. Cases of disagreement were more often male and more often had educational accommodations. They had lower symptom levels of and were less often diagnosed with internalizing disorders and were less often identified as high risk by ED psychiatrists and psychologists. Examination of item endorsement patterns in cases of disagreement revealed important areas of future study, including the role of caregiver report in suicide risk screening, item comprehension concerns, and the validity of assessing youth with neurodevelopmental disabilities. While additional research would be beneficial into its psychometrics when deployed in real-world settings, the K-CAT-SS should be considered a viable alternative for suicide risk screening in EDs.
PMCID:11771990
PMID: 39872043
ISSN: 2379-4925
CID: 5780682

K-nearest neighbor algorithm for imputing missing longitudinal prenatal alcohol data

Sania, Ayesha; Pini, Nicolò; Nelson, Morgan E; Myers, Michael M; Shuffrey, Lauren C; Lucchini, Maristella; Elliott, Amy J; Odendaal, Hein J; Fifer, William P
AIMS/UNASSIGNED:) to impute missing alcohol data in a prospective study among pregnant women. METHODS/UNASSIGNED:imputed values were weighted for the distances and matched for the day of the week. Since participants with no missing days were not comparable to those with missing data, segments of non-missing data from all participants were included as a reference. Validation was done after randomly deleting data for 5-15 consecutive days from the first trimester. RESULTS/UNASSIGNED:We found that data from 5 nearest neighbors (i.e., K = 5) and segments of 55 days provided imputed values with least imputation error. After deleting data segments from the first trimester data set with no missing days, there was no difference between actual and predicted values for 64% of deleted segments. For 31% of the segments, imputed data were within +/-1 drink/day of the actual. Imputation accuracy varied by study site because of the differences in the magnitude of drinking and proportion of missing data. CONCLUSION/UNASSIGNED:
PMCID:11811783
PMID: 39935524
ISSN: 2674-0001
CID: 5793482

Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic

Czepiel, Diana; McCormack, Clare; da Silva, Andréa T C; Seblova, Dominika; Moro, Maria F; Restrepo-Henao, Alexandra; Martínez, Adriana M; Afolabi, Oyeyemi; Alnasser, Lubna; Alvarado, Rubén; Asaoka, Hiroki; Ayinde, Olatunde; Balalian, Arin; Ballester, Dinarte; Barathie, Josleen A L; Basagoitia, Armando; Basic, Djordje; Burrone, María S; Carta, Mauro G; Durand-Arias, Sol; Eskin, Mehmet; Fernández-Jiménez, Eduardo; Frey, Marcela I F; Gureje, Oye; Isahakyan, Anna; Jaldo, Rodrigo; Karam, Elie G; Khattech, Dorra; Lindert, Jutta; Martínez-Alés, Gonzalo; Mascayano, Franco; Mediavilla, Roberto; Narvaez Gonzalez, Javier A; Nasser-Karam, Aimee; Nishi, Daisuke; Olaopa, Olusegun; Ouali, Uta; Puac-Polanco, Victor; Ramírez, Dorian E; Ramírez, Jorge; Rivera-Segarra, Eliut; Rutten, Bart P F; Santaella-Tenorio, Julian; Sapag, Jaime C; Šeblová, Jana; Soto, María T S; Tavares-Cavalcanti, Maria; Valeri, Linda; Sijbrandij, Marit; Susser, Ezra S; Hoek, Hans W; van der Ven, Els
Healthcare workers (HCWs) were at increased risk for mental health problems during the COVID-19 pandemic, with prior data suggesting women may be particularly vulnerable. Our global mental health study aimed to examine factors associated with gender differences in psychological distress and depressive symptoms among HCWs during COVID-19. Across 22 countries in South America, Europe, Asia and Africa, 32,410 HCWs participated in the COVID-19 HEalth caRe wOrkErS (HEROES) study between March 2020 and February 2021. They completed the General Health Questionnaire-12, the Patient Health Questionnaire-9 and questions about pandemic-relevant exposures. Consistently across countries, women reported elevated mental health problems compared to men. Women also reported increased COVID-19-relevant stressors, including insufficient personal protective equipment and less support from colleagues, while men reported increased contact with COVID-19 patients. At the country level, HCWs in countries with higher gender inequality reported less mental health problems. Higher COVID-19 mortality rates were associated with increased psychological distress merely among women. Our findings suggest that among HCWs, women may have been disproportionately exposed to COVID-19-relevant stressors at the individual and country level. This highlights the importance of considering gender in emergency response efforts to safeguard women's well-being and ensure healthcare system preparedness during future public health crises.
PMCID:10988139
PMID: 38572248
ISSN: 2054-4251
CID: 5729132

Enhancing immigrant families' mental health through the promotion of structural and community-based support

Kerker, Bonnie D; Barajas-Gonzalez, R Gabriela; Rojas, Natalia M; Norton, Jennifer M; Brotman, Laurie M
Immigrant communities in the United States are diverse and have many assets. Yet, they often experience stressors that can undermine the mental health of residents. To fully promote mental health and well-being among immigrant communities, it is important to emphasize population-level policies and practices that may serve to mitigate stress and prevent mental health disorders. In this paper, we describe the stressors and stress experienced by immigrant families, using Sunset Park, Brooklyn as an example. We discuss ways to build structures and policies in support of equitable environments that promote mental health at the population level and enable families and their children to thrive.
PMCID:11094290
PMID: 38751580
ISSN: 2296-2565
CID: 5656232

Measurement invariance of Attention Deficit/Hyperactivity Disorder symptom criteria as rated by parents and teachers in children and adolescents: A systematic review

Garcia-Rosales, Alexandra; Cortese, Samuele; Vitoratou, Silia
This systematic review aimed to establish the extent to which each Attention Deficit/Hyperactivity Disorder (ADHD) symptom criterion is being assessed without being influenced (biased) by factors such as informant, sex/gender, and age. Measurement invariance (MI) testing using confirmatory factor analysis (CFA) is the prime statistical method to ascertain how these factors may affect the measurement and colour the perception or interpretation of symptom criteria. Such effects (non-invariance) can be operationalised in the form of altered association of a symptom criterion with the measured trait (expressed via variations in CFA loadings which represent the weight of each symptom criterion) due to the factor(s) and/or artificially alter the probability of endorsement of a particular symptom criterion (expressed via variations in the CFA threshold(s) representing how mild or severe a given symptom is). Based on a pre-registered protocol (CRD42022276105), we searched PubMed, Global Health, Embase and PsycInfo up to 21-02-23 for studies that included MI assessments on specific ADHD symptom criteria in individuals aged 0-18 years old, using parental and/or teacher report. Self-reports were excluded, given the poor reliability of self-report in ADHD. All included studies met specific COnsensus-based Standards for the selection of health Measurement Instruments (COSMIN) criteria. Results were synthesised in tabular form, grouping results by factors (e.g. informant) from 44 studies retained. Most comparisons indicated both metric (same loadings) and scalar invariance (same thresholds) with regard to informant, gender, age, temporal (repeated assessments) and co-morbidity. Therefore, the available evidence supports the current diagnostic criteria. However, findings could have been improved by systematic reporting of the direction of bias and its effect size. There appears to be a bias towards reporting MI instead of non-invariance. More studies in the literature are needed where the amalgamation of information provided by different informs and the association of specific symptoms with comorbidity are analysed.
PMCID:10889893
PMID: 38394179
ISSN: 1932-6203
CID: 5691302

Digital Media and Developing Brains: Concerns and Opportunities

Hutton, John S; Piotrowski, Jessica Taylor; Bagot, Kara; Blumberg, Fran; Canli, Turhan; Chein, Jason; Christakis, Dimitri A; Grafman, Jordan; Griffin, James A; Hummer, Tom; Kuss, Daria J; Lerner, Matthew; Marcovitch, Stuart; Paulus, Martin P; Perlman, Greg; Romeo, Rachel; Thomason, Moriah E; Turel, Ofir; Weinstein, Aviv; West, Gregory; Pietra, Pamela Hurst-Della; Potenza, Marc N
PURPOSE OF REVIEW/UNASSIGNED:The incorporation of digital technologies and their use in youth's everyday lives has been increasing rapidly over the past several decades with possible impacts on youth development and mental health. This narrative review aimed to consider how the use of digital technologies may be influencing brain development underlying adaptive and maladaptive screen-related behaviors. RECENT FINDINGS/UNASSIGNED:To explore and provide direction for further scientific inquiry, an international group of experts considered what is known, important gaps in knowledge, and how a research agenda might be pursued regarding relationships between screen media activity and neurodevelopment from infancy through childhood and adolescence. While an understanding of brain-behavior relationships involving screen media activity has been emerging, significant gaps exist that have important implications for the health of developing youth. SUMMARY/UNASSIGNED:Specific considerations regarding brain-behavior relationships involving screen media activity exist for infancy, toddlerhood, and early childhood; middle childhood; and adolescence. Transdiagnostic frameworks may provide a foundation for guiding future research efforts. Translating knowledge gained into better interventions and policy to promote healthy development is important in a rapidly changing digital technology environment.
PMCID:11003891
PMID: 38606363
ISSN: 2196-2952
CID: 5725932

Development and Acceptability of Provider Training to Increase Treatment Engagement of Parents in Their Children's Behavioral Health Care Need

Oruche, Ukamaka M; Holladay, Cynthia M; Chacko, Anil; Nakash, Ora; Draucker, Claire B
PMID: 39377512
ISSN: 1532-5725
CID: 5751642

Hippocampal CA1 Pyramidal Neurons Display Sublayer and Circuitry Dependent Degenerative Expression Profiles in Aged Female Down Syndrome Mice

Alldred, Melissa J; Pidikiti, Harshitha; Ibrahim, Kryillos W; Lee, Sang Han; Heguy, Adriana; Hoffman, Gabriel E; Mufson, Elliott J; Stutzmann, Grace E; Ginsberg, Stephen D
BACKGROUND/UNASSIGNED:Individuals with Down syndrome (DS) have intellectual disability and develop Alzheimer's disease (AD) pathology during midlife, particularly in the hippocampal component of the medial temporal lobe memory circuit. However, molecular and cellular mechanisms underlying selective vulnerability of hippocampal CA1 neurons remains a major knowledge gap during DS/AD onset. This is compounded by evidence showing spatial (e.g., deep versus superficial) localization of pyramidal neurons (PNs) has profound effects on activity and innervation within the CA1 region. OBJECTIVE/UNASSIGNED:We investigated whether there is a spatial profiling difference in CA1 PNs in an aged female DS/AD mouse model. We posit dysfunction may be dependent on spatial localization and innervation patterns within discrete CA1 subfields. METHODS/UNASSIGNED:Laser capture microdissection was performed on trisomic CA1 PNs in an established mouse model of DS/AD compared to disomic controls, isolating the entire CA1 pyramidal neuron layer and sublayer microisolations of deep and superficial PNs from the distal CA1 (CA1a) region. RESULTS/UNASSIGNED:RNA sequencing and bioinformatic inquiry revealed dysregulation of CA1 PNs based on spatial location and innervation patterns. The entire CA1 region displayed the most differentially expressed genes (DEGs) in trisomic mice reflecting innate DS vulnerability, while trisomic CA1a deep PNs exhibited fewer but more physiologically relevant DEGs, as evidenced by bioinformatic inquiry. CONCLUSIONS/UNASSIGNED:CA1a deep neurons displayed numerous DEGs linked to cognitive functions whereas CA1a superficial neurons, with approximately equal numbers of DEGs, were not linked to pathways of dysregulation, suggesting the spatial location of vulnerable CA1 PNs plays an important role in circuit dissolution.
PMID: 39031371
ISSN: 1875-8908
CID: 5680212