Recent smell loss is the best predictor of COVID-19: a preregistered, cross-sectional study [PrePrint]
Gerkin, Richard C; Ohla, Kathrin; Veldhuizen, Maria Geraldine; Joseph, Paule V; Kelly, Christine E; Bakke, Alyssa J; Steele, Kimberley E; Farruggia, Michael C; Pellegrino, Robert; Pepino, Marta Y; Bouysset, Cédric; Soler, Graciela M; Pereda-Loth, Veronica; Dibattista, Michele; Cooper, Keiland W; Croijmans, Ilja; Di Pizio, Antonella; Ozdener, M Hakan; Fjaeldstad, Alexander W; Lin, Cailu; Sandell, Mari A; Singh, Preet B; Brindha, V Evelyn; Olsson, Shannon B; Saraiva, Luis R; Ahuja, Gaurav; Alwashahi, Mohammed K; Bhutani, Surabhi; D'Errico, Anna; Fornazieri, Marco A; Golebiowski, Jérôme; Hwang, Liang-Dar; Öztürk, Lina; Roura, Eugeni; Spinelli, Sara; Whitcroft, Katherine L; Faraji, Farhoud; Fischmeister, Florian Ph S; Heinbockel, Thomas; Hsieh, Julien W; Huart, Caroline; Konstantinidis, Iordanis; Menini, Anna; Morini, Gabriella; Olofsson, Jonas K; Philpott, Carl M; Pierron, Denis; Shields, Vonnie D C; Voznessenskaya, Vera V; Albayay, Javier; Altundag, Aytug; Bensafi, Moustafa; Bock, María Adelaida; Calcinoni, Orietta; Fredborg, William; Laudamiel, Christophe; Lim, Juyun; Lundström, Johan N; Macchi, Alberto; Meyer, Pablo; Moein, Shima T; SantamarÃa, Enrique; Sengupta, Debarka; DomÃnguez, Paloma Paloma; Yanık, Hüseyin; Boesveldt, Sanne; de Groot, Jasper H B; Dinnella, Caterina; Freiherr, Jessica; Laktionova, Tatiana; Mariño, Sajidxa; Monteleone, Erminio; Nunez-Parra, Alexia; Abdulrahman, Olagunju; Ritchie, Marina; Thomas-Danguin, Thierry; Walsh-Messinger, Julie; Al Abri, Rashid; Alizadeh, Rafieh; Bignon, Emmanuelle; Cantone, Elena; Cecchini, Maria Paola; Chen, Jingguo; Guà rdia, Maria Dolors; Hoover, Kara C; Karni, Noam; Navarro, Marta; Nolden, Alissa A; Mazal, Patricia Portillo; Rowan, Nicholas R; Sarabi-Jamab, Atiye; Archer, Nicholas S; Chen, Ben; Di Valerio, Elizabeth A; Feeney, Emma L; Frasnelli, Johannes; Hannum, Mackenzie; Hopkins, Claire; Klein, Hadar; Mignot, Coralie; Mucignat, Carla; Ning, Yuping; Ozturk, Elif E; Peng, Mei; Saatci, Ozlem; Sell, Elizabeth A; Yan, Carol H; Alfaro, Raul; Cecchetto, Cinzia; Coureaud, Gérard; Herriman, Riley D; Justice, Jeb M; Kaushik, Pavan Kumar; Koyama, Sachiko; Overdevest, Jonathan B; Pirastu, Nicola; Ramirez, Vicente A; Roberts, S Craig; Smith, Barry C; Cao, Hongyuan; Wang, Hong; Balungwe, Patrick; Baguma, Marius; Hummel, Thomas; Hayes, John E; Reed, Danielle R; Niv, Masha Y; Munger, Steven D; Parma, Valentina
BACKGROUND:COVID-19 has heterogeneous manifestations, though one of the most common symptoms is a sudden loss of smell (anosmia or hyposmia). We investigated whether olfactory loss is a reliable predictor of COVID-19. METHODS:This preregistered, cross-sectional study used a crowdsourced questionnaire in 23 languages to assess symptoms in individuals self-reporting recent respiratory illness. We quantified changes in chemosensory abilities during the course of the respiratory illness using 0-100 visual analog scales (VAS) for participants reporting a positive (C19+; n=4148) or negative (C19-; n=546) COVID-19 laboratory test outcome. Logistic regression models identified singular and cumulative predictors of COVID-19 status and post-COVID-19 olfactory recovery. RESULTS:Both C19+ and C19- groups exhibited smell loss, but it was significantly larger in C19+ participants (mean±SD, C19+: -82.5±27.2 points; C19-: -59.8±37.7). Smell loss during illness was the best predictor of COVID-19 in both single and cumulative feature models (ROC AUC=0.72), with additional features providing no significant model improvement. VAS ratings of smell loss were more predictive than binary chemosensory yes/no-questions or other cardinal symptoms, such as fever or cough. Olfactory recovery within 40 days was reported for ~50% of participants and was best predicted by time since illness onset. CONCLUSIONS:As smell loss is the best predictor of COVID-19, we developed the ODoR-19 tool, a 0-10 scale to screen for recent olfactory loss. Numeric ratings ≤2 indicate high odds of symptomatic COVID-19 (10
PMCID:7386529
PMID: 32743605
ISSN: n/a
CID: 4553642
Association Between Exposure to Pesticides and ADHD or Autism Spectrum Disorder: A Systematic Review of the Literature
Tessari, Luca; Angriman, Marco; DÃaz-Román, Amparo; Zhang, Junhua; Conca, Andreas; Cortese, Samuele
OBJECTIVE/UNASSIGNED:To conduct a systematic review of studies assessing the relationship between exposure to pesticides and ADHD or Autism Spectrum Disorder (ASD). METHODS/UNASSIGNED:Based on a pre-registered protocol in PROPSERO (CRD42018107847), we searched PubMed, Ovid databases, and ISI Web of Knowledge with no date/language/document type restrictions, up to May 2019. The Newcastle Ottawa Scale was used to assess study quality. RESULTS/UNASSIGNED:Among the 29 retained studies, 13 focused on ADHD, 14 on ASD, and two on both disorders. Ten studies reported a significant association between exposure to pesticides and ADHD/ADHD symptoms and 12 studies found a significant association with ASD/ASD traits. The strengths of the association and the possible confounders controlled for varied substantially across studies. CONCLUSION/UNASSIGNED:Whilst there is some evidence suggesting a possible link between pesticides and ADHD/ASD, heterogeneity across studies prevents firm conclusions. We provide methodological indications for future studies.
PMID: 32697136
ISSN: 1557-1246
CID: 4532392
Future preferences and prospection of future of outcomes: Independent yet specific associations with attention-deficit/hyperactivity disorder
Kostyrka-Allchorne, Katarzyna; Cooper, Nicholas R; Wass, Sam V; Fenner, Benjamin; Gooding, Peter; Hussain, Sahir; Rao, Vidya; Sonuga-Barke, Edmund J S
INTRODUCTION/BACKGROUND:Symptoms of attention-deficit hyperactivity disorder (ADHD) and conduct problems have been associated with heightened temporal discounting of reward value resulting in a preference for immediate over delayed outcomes. We examined the cross-sectional relationship between future preference (including intertemporal choice) and prospection (the ability to bring to mind and imagine the experience of future personally-relevant events and outcomes) in adolescents with a range of ADHD symptoms and aggressive behaviour. METHODS:A combination of behavioural tasks and self-reports measured intertemporal decision making, individual differences in preference for future outcomes and experience of prospection in a convenience sample of English adolescents aged 11-17 (n = 64, 43.8% males). Parents rated symptoms of ADHD and aggression. RESULTS:& Conclusions: Factor analysis identified two factors: "Future Preference" and "Prospection". Significant negative bivariate correlations were found between ADHD and the scores of both factors and between aggression and Future Preference. A path model confirmed the independent significant association of ADHD with both factors but not with aggression. There was no evidence that Prospection was associated with Future Preference or that it reduced the associations between ADHD symptoms and Future Preference. These results provide further evidence that ADHD is associated with a tendency to prefer immediate over future outcomes. The same association with aggression seemed to be driven by the overlap with ADHD symptoms. We provide some of the first evidence that individuals with high ADHD symptoms have difficulty in prospecting about future episodes. However, this is unrelated to their preference for future outcomes.
PMID: 32693219
ISSN: 1095-9254
CID: 4532242
Sex differences associated with corpus callosum development in human infants: A longitudinal multimodal imaging study
Schmied, Astrid; Soda, Takahiro; Gerig, Guido; Styner, Martin; Swanson, Meghan R; Elison, Jed T; Shen, Mark D; McKinstry, Robert C; Pruett, John R; Botteron, Kelly N; Estes, Annette M; Dager, Stephen R; Hazlett, Heather C; Schultz, Robert T; Piven, Joseph; Wolff, Jason J
The corpus callosum (CC) is the largest connective pathway in the human brain, linking cerebral hemispheres. There is longstanding debate in the scientific literature whether sex differences are evident in this structure, with many studies indicating the structure is larger in females. However, there are few data pertaining to this issue in infancy, during which time the most rapid developmental changes to the CC occur. In this study, we examined longitudinal brain imaging data collected from 104 infants at ages 6, 12, and 24 months. We identified sex differences in brain-size adjusted CC area and thickness characterized by a steeper rate of growth in males versus females from ages 6-24 months. In contrast to studies of older children and adults, CC size was larger for male compared to female infants. Based on diffusion tensor imaging data, we found that CC thickness is significantly associated with underlying microstructural organization. However, we observed no sex differences in the association between microstructure and thickness, suggesting that the role of factors such as axon density and/or myelination in determining CC size is generally equivalent between sexes. Finally, we found that CC length was negatively associated with nonverbal ability among females.
PMCID:7292750
PMID: 32276067
ISSN: 1095-9572
CID: 4942462
Identifying the Medical Lethality of Suicide Attempts Using Network Analysis and Deep Learning: Nationwide Study
Kim, Bora; Kim, Younghoon; Park, C Hyung Keun; Rhee, Sang Jin; Kim, Young Shin; Leventhal, Bennett L; Ahn, Yong Min; Paik, Hyojung
BACKGROUND:Suicide is one of the leading causes of death among young and middle-aged people. However, little is understood about the behaviors leading up to actual suicide attempts and whether these behaviors are specific to the nature of suicide attempts. OBJECTIVE:The goal of this study was to examine the clusters of behaviors antecedent to suicide attempts to determine if they could be used to assess the potential lethality of the attempt. To accomplish this goal, we developed a deep learning model using the relationships among behaviors antecedent to suicide attempts and the attempts themselves. METHODS:This study used data from the Korea National Suicide Survey. We identified 1112 individuals who attempted suicide and completed a psychiatric evaluation in the emergency room. The 15-item Beck Suicide Intent Scale (SIS) was used for assessing antecedent behaviors, and the medical outcomes of the suicide attempts were measured by assessing lethality with the Columbia Suicide Severity Rating Scale (C-SSRS; lethal suicide attempt >3 and nonlethal attempt ≤3). RESULTS:Using scores from the SIS, individuals who had lethal and nonlethal attempts comprised two different network nodes with the edges representing the relationships among nodes. Among the antecedent behaviors, the conception of a method's lethality predicted suicidal behaviors with severe medical outcomes. The vectorized relationship values among the elements of antecedent behaviors in our deep learning model (E-GONet) increased performances, such as F1 and area under the precision-recall gain curve (AUPRG), for identifying lethal attempts (up to 3% for F1 and 32% for AUPRG), as compared with other models (mean F1: 0.81 for E-GONet, 0.78 for linear regression, and 0.80 for random forest; mean AUPRG: 0.73 for E-GONet, 0.41 for linear regression, and 0.69 for random forest). CONCLUSIONS:The relationships among behaviors antecedent to suicide attempts can be used to understand the suicidal intent of individuals and help identify the lethality of potential suicide attempts. Such a model may be useful in prioritizing cases for preventive intervention.
PMID: 32673253
ISSN: 2291-9694
CID: 4528362
Pathways by which Maternal Factors are Associated With Youth Spina Bifida-Related Responsibility
Driscoll, Colleen F Bechtel; Ohanian, Diana M; Ridosh, Monique M; Stern, Alexa; Wartman, Elicia C; Starnes, Meredith; Holmbeck, Grayson N
OBJECTIVE:Achieving condition-related autonomy is an important developmental milestone for youth with spina bifida (SB). However, the transfer of condition-related responsibility to these youth can be delayed due to parent factors. This study aimed to investigate two potential pathways by which maternal factors may be associated with condition-related responsibility among youth with SB: (a) Maternal adjustment → perception of child vulnerability (PPCV) → youth condition-related responsibility; and (b) Maternal PPCV → overprotection → youth condition-related responsibility. METHODS:Participating youth with SB (N = 140; Mage=11.4 years, range = 8-15 years) were recruited as part of a longitudinal study; data from three time points (each spaced 2 years apart) from the larger study were used. Mothers reported on personal adjustment factors, PPCV, and overprotection. An observational measure of overprotection was also included. Mothers, fathers, and youth with SB reported on youths' degree of responsibility for condition-related tasks. Analyses included age, lesion level, IQ, and the dependent variables at the prior wave as covariates. RESULTS:Bootstrapped mediation analyses revealed that PPCV significantly mediated the relationship between maternal distress and youth responsibility for medical tasks such that higher levels of distress at Time 1 predicted higher levels of PPCV at Time 2 and lower youth medical responsibility at Time 3. Furthermore, self-reported maternal overprotection significantly mediated the relationship between maternal PPCV and youth responsibility for medical tasks. CONCLUSIONS:Maternal personal distress, PPCV, and self-reported overprotection are interrelated and affect youth's condition-related responsibility. Interventions for mothers of youth with SB that target these factors may improve both maternal and youth outcomes.
PMCID:7306684
PMID: 32337548
ISSN: 1465-735x
CID: 5005382
Development of wellness programs during the COVID-19 pandemic response
Spray, Amanda M.; Patel, Nikhil A.; Sood, Ashvin; Wu, Stephanie X.; Simon, Naomi M.; Podbury, Rachel; Vasserman, Ariela; Caravella, Rachel A.; Silverman, Yona; Pochtar, Randi; Liaw, K. Ron Li; Ackerman, Marra G.
Health care workers are on the front lines of the recent pandemic, facing significant challenges to their physical and mental health. This article details the efforts undertaken by a health care system and two academically affiliated hospital systems to provide emotional support to their frontline staff. The multipronged approach describes coordinating efforts to decrease duplication of services and to increase centralization of information. This included enhancing pathways for faculty, staff, and trainees to obtain individual and group treatment and to have access to highquality self-help resources. Continuous feedback has been elicited to ensure that efforts are consistent with expressed needs and in turn services undergo modifications as needed. This article seeks to provide an overview of how one health system has thus far approached the important issue of staff support as well as the challenges experienced and lessons learned along the way.
SCOPUS:85087423070
ISSN: 0048-5713
CID: 4543512
Development of an Observational Parental Scaffolding Measure for Youth with Spina Bifida
Winning, Adrien M; Stiles-Shields, Colleen; Driscoll, Colleen F Bechtel; Ohanian, Diana M; Crowe, Autumn N; Holmbeck, Grayson N
OBJECTIVE:To examine the reliability and validity of a new observational measure of parental scaffolding, as well as the impact of parental scaffolding on academic and social outcomes among youth with spina bifida (SB). METHODS:As part of a larger study, 137 families of youth with SB participated in family interaction tasks and self-report questionnaires at the baseline assessment. Teachers also reported on youth's academic independence and competence, as well as social skills. Guided by previous research and theoretical formulations, a rational approach to measure development was employed whereby maternal and paternal scaffolding composites were created using the Family Interaction Macro-coding System (Holmbeck, Zebracki, Johnson, Belvedere, & Hommeyer (2007). Parent-child interaction macro-coding manual. Unpublished coding system. Chicago: Loyola University Chicago). RESULTS:The scaffolding measure demonstrated acceptable interrater and scale reliabilities. Additionally, both the maternal and paternal scaffolding composites were significantly associated with scores from self-report questionnaires of parenting behaviors in the expected directions. Maternal scaffolding was positively associated with IQ, academic competence, academic independence, and social self-control in youth with SB, whereas paternal scaffolding was positively associated with social cooperation and social self-control. Differences in scaffolding emerged between mothers and fathers, as well as across demographic variables. CONCLUSION:Initial findings support the use of the scaffolding measure. Future research should continue to examine the utility of this scaffolding measure in families of youth with SB.
PMCID:7306701
PMID: 32567662
ISSN: 1465-735x
CID: 5005392
Emotional body language: Social cognition deficits in bipolar disorder
Lee, Patricia; Van Meter, Anna
BACKGROUND:Research suggests that people with bipolar disorder (BD), like individuals with autism spectrum disorders or schizophrenia (among other forms of psychopathology), often have social cognition deficits that negatively impact relationships and quality of life. Studies of social cognition largely focus on face emotion recognition. However, relying solely on faces is not ecologically valid - other cues are available outside of a lab environment. If the ability to correctly interpret other emotion cues is intact, people with face emotion recognition deficits could learn to rely on other cues in order to make inferences about peoples' emotional states. This study explored whether both facial emotion and emotional body language (EBL) recognition are impaired in people with BD. METHOD:We measured the performance of individuals with BD relative to community controls on a computer-based emotion recognition task that isolated participants' ability to interpret emotions in faces, bodies without faces, and in bodies with faces. RESULTS:Results indicated that the BD group was significantly less accurate on face emotion recognition (Cohen's d = -0.87, p = .023), and was more likely to misidentify neutral stimuli as sad (Cohen's d = -0.58, p = .030). Emotion identification accuracy was equivalent across groups when the body (not just face) was visible. CONCLUSION:People with BD experience deficits in face emotion recognition, and their emotional state may influence their interpretation of others' emotions. However, recognition of EBL seems largely intact in this population. Paying attention to EBL may help people with BD to compensate for face emotion processing deficits and improve social functioning.
PMID: 32553363
ISSN: 1573-2517
CID: 5005032