Recent smell loss is the best predictor of COVID-19 among individuals with recent respiratory symptoms
Gerkin, Richard C; Ohla, Kathrin; Veldhuizen, Maria G; 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 PhS; 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; Dominguez, Paloma Rohlfs; Yanik, Hüseyin; Hummel, Thomas; Hayes, John E; Reed, Danielle R; Niv, Masha Y; Munger, Steven D; Parma, Valentina
In a preregistered, cross-sectional study we investigated whether olfactory loss is a reliable predictor of COVID-19 using 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 univariate and multivariate predictors of COVID-19 status and post-COVID-19 olfactory recovery. 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 univariate and multivariate models (ROC AUC=0.72). Additional variables provide negligible model improvement. VAS ratings of smell loss were more predictive than binary chemosensory yes/no-questions or other cardinal symptoms (e.g., fever). Olfactory recovery within 40 days of respiratory symptom onset was reported for ~50% of participants and was best predicted by time since respiratory symptom onset. We find that quantified smell loss is the best predictor of COVID-19 amongst those with symptoms of respiratory illness. To aid clinicians and contact tracers in identifying individuals with a high likelihood of having COVID-19, we propose a novel 0-10 scale to screen for recent olfactory loss, the ODoR-19. We find that numeric ratings ≤2 indicate high odds of symptomatic COVID-19 (4<OR<10). Once independently validated, this tool could be deployed when viral lab tests are impractical or unavailable.
PMID: 33367502
ISSN: 1464-3553
CID: 4731482
Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders
Patel, Yash; Parker, Nadine; Shin, Jean; Howard, Derek; French, Leon; Thomopoulos, Sophia I; Pozzi, Elena; Abe, Yoshinari; Abé, Christoph; Anticevic, Alan; Alda, Martin; Aleman, Andre; Alloza, Clara; Alonso-Lana, Silvia; Ameis, Stephanie H; Anagnostou, Evdokia; McIntosh, Andrew A; Arango, Celso; Arnold, Paul D; Asherson, Philip; Assogna, Francesca; Auzias, Guillaume; Ayesa-Arriola, Rosa; Bakker, Geor; Banaj, Nerisa; Banaschewski, Tobias; Bandeira, Cibele E; Baranov, Alexandr; Bargalló, Núria; Bau, Claiton H D; Baumeister, Sarah; Baune, Bernhard T; Bellgrove, Mark A; Benedetti, Francesco; Bertolino, Alessandro; Boedhoe, Premika S W; Boks, Marco; Bollettini, Irene; Del Mar Bonnin, Caterina; Borgers, Tiana; Borgwardt, Stefan; Brandeis, Daniel; Brennan, Brian P; Bruggemann, Jason M; Bülow, Robin; Busatto, Geraldo F; Calderoni, Sara; Calhoun, Vince D; Calvo, Rosa; Canales-RodrÃguez, Erick J; Cannon, Dara M; Carr, Vaughan J; Cascella, Nicola; Cercignani, Mara; Chaim-Avancini, Tiffany M; Christakou, Anastasia; Coghill, David; Conzelmann, Annette; Crespo-Facorro, Benedicto; Cubillo, Ana I; Cullen, Kathryn R; Cupertino, Renata B; Daly, Eileen; Dannlowski, Udo; Davey, Christopher G; Denys, Damiaan; Deruelle, Christine; Di Giorgio, Annabella; Dickie, Erin W; Dima, Danai; Dohm, Katharina; Ehrlich, Stefan; Ely, Benjamin A; Erwin-Grabner, Tracy; Ethofer, Thomas; Fair, Damien A; Fallgatter, Andreas J; Faraone, Stephen V; Fatjó-Vilas, Mar; Fedor, Jennifer M; Fitzgerald, Kate D; Ford, Judith M; Frodl, Thomas; Fu, Cynthia H Y; Fullerton, Janice M; Gabel, Matt C; Glahn, David C; Roberts, Gloria; Gogberashvili, Tinatin; Goikolea, Jose M; Gotlib, Ian H; Goya-Maldonado, Roberto; Grabe, Hans J; Green, Melissa J; Grevet, Eugenio H; Groenewold, Nynke A; Grotegerd, Dominik; Gruber, Oliver; Gruner, Patricia; Guerrero-Pedraza, Amalia; Gur, Raquel E; Gur, Ruben C; Haar, Shlomi; Haarman, Bartholomeus C M; Haavik, Jan; Hahn, Tim; Hajek, Tomas; Harrison, Benjamin J; Harrison, Neil A; Hartman, Catharina A; Whalley, Heather C; Heslenfeld, Dirk J; Hibar, Derrek P; Hilland, Eva; Hirano, Yoshiyuki; Ho, Tiffany C; Hoekstra, Pieter J; Hoekstra, Liesbeth; Hohmann, Sarah; Hong, L E; Höschl, Cyril; Høvik, Marie F; Howells, Fleur M; Nenadic, Igor; Jalbrzikowski, Maria; James, Anthony C; Janssen, Joost; Jaspers-Fayer, Fern; Xu, Jian; Jonassen, Rune; Karkashadze, Georgii; King, Joseph A; Kircher, Tilo; Kirschner, Matthias; Koch, Kathrin; Kochunov, Peter; Kohls, Gregor; Konrad, Kerstin; Krämer, Bernd; Krug, Axel; Kuntsi, Jonna; Kwon, Jun Soo; Landén, Mikael; Landrø, Nils I; Lazaro, Luisa; Lebedeva, Irina S; Leehr, Elisabeth J; Lera-Miguel, Sara; Lesch, Klaus-Peter; Lochner, Christine; Louza, Mario R; Luna, Beatriz; Lundervold, Astri J; MacMaster, Frank P; Maglanoc, Luigi A; Malpas, Charles B; Portella, Maria J; Marsh, Rachel; Martyn, Fiona M; Mataix-Cols, David; Mathalon, Daniel H; McCarthy, Hazel; McDonald, Colm; McPhilemey, Genevieve; Meinert, Susanne; Menchón, José M; Minuzzi, Luciano; Mitchell, Philip B; Moreno, Carmen; Morgado, Pedro; Muratori, Filippo; Murphy, Clodagh M; Murphy, Declan; Mwangi, Benson; Nabulsi, Leila; Nakagawa, Akiko; Nakamae, Takashi; Namazova, Leyla; Narayanaswamy, Janardhanan; Jahanshad, Neda; Nguyen, Danai D; Nicolau, Rosa; O'Gorman Tuura, Ruth L; O'Hearn, Kirsten; Oosterlaan, Jaap; Opel, Nils; Ophoff, Roel A; Oranje, Bob; García de la Foz, Victor Ortiz; Overs, Bronwyn J; Paloyelis, Yannis; Pantelis, Christos; Parellada, Mara; Pauli, Paul; Picó-Pérez, Maria; Picon, Felipe A; Piras, Fabrizio; Piras, Federica; Plessen, Kerstin J; Pomarol-Clotet, Edith; Preda, Adrian; Puig, Olga; Quidé, Yann; Radua, Joaquim; Ramos-Quiroga, J Antoni; Rasser, Paul E; Rauer, Lisa; Reddy, Janardhan; Redlich, Ronny; Reif, Andreas; Reneman, Liesbeth; Repple, Jonathan; Retico, Alessandra; Richarte, Vanesa; Richter, Anja; Rosa, Pedro G P; Rubia, Katya K; Hashimoto, Ryota; Sacchet, Matthew D; Salvador, Raymond; Santonja, Javier; Sarink, Kelvin; Sarró, Salvador; Satterthwaite, Theodore D; Sawa, Akira; Schall, Ulrich; Schofield, Peter R; Schrantee, Anouk; Seitz, Jochen; Serpa, Mauricio H; Setién-Suero, Esther; Shaw, Philip; Shook, Devon; Silk, Tim J; Sim, Kang; Simon, Schmitt; Simpson, Helen Blair; Singh, Aditya; Skoch, Antonin; Skokauskas, Norbert; Soares, Jair C; Soreni, Noam; Soriano-Mas, Carles; Spalletta, Gianfranco; Spaniel, Filip; Lawrie, Stephen M; Stern, Emily R; Stewart, S Evelyn; Takayanagi, Yoichiro; Temmingh, Henk S; Tolin, David F; Tomecek, David; Tordesillas-Gutiérrez, Diana; Tosetti, Michela; Uhlmann, Anne; van Amelsvoort, Therese; van der Wee, Nic J A; van der Werff, Steven J A; van Haren, Neeltje E M; van Wingen, Guido A; Vance, Alasdair; Vázquez-Bourgon, Javier; Vecchio, Daniela; Venkatasubramanian, Ganesan; Vieta, Eduard; Vilarroya, Oscar; Vives-Gilabert, Yolanda; Voineskos, Aristotle N; Völzke, Henry; von Polier, Georg G; Walton, Esther; Weickert, Thomas W; Weickert, Cynthia Shannon; Weideman, Andrea S; Wittfeld, Katharina; Wolf, Daniel H; Wu, Mon-Ju; Yang, T T; Yang, Kun; Yoncheva, Yuliya; Yun, Je-Yeon; Cheng, Yuqi; Zanetti, Marcus V; Ziegler, Georg C; Franke, Barbara; Hoogman, Martine; Buitelaar, Jan K; van Rooij, Daan; Andreassen, Ole A; Ching, Christopher R K; Veltman, Dick J; Schmaal, Lianne; Stein, Dan J; van den Heuvel, Odile A; Turner, Jessica A; van Erp, Theo G M; Pausova, Zdenka; Thompson, Paul M; Paus, Tomáš
Importance/UNASSIGNED:Large-scale neuroimaging studies have revealed group differences in cortical thickness across many psychiatric disorders. The underlying neurobiology behind these differences is not well understood. Objective/UNASSIGNED:To determine neurobiologic correlates of group differences in cortical thickness between cases and controls in 6 disorders: attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder (BD), major depressive disorder (MDD), obsessive-compulsive disorder (OCD), and schizophrenia. Design, Setting, and Participants/UNASSIGNED:Profiles of group differences in cortical thickness between cases and controls were generated using T1-weighted magnetic resonance images. Similarity between interregional profiles of cell-specific gene expression and those in the group differences in cortical thickness were investigated in each disorder. Next, principal component analysis was used to reveal a shared profile of group difference in thickness across the disorders. Analysis for gene coexpression, clustering, and enrichment for genes associated with these disorders were conducted. Data analysis was conducted between June and December 2019. The analysis included 145 cohorts across 6 psychiatric disorders drawn from the ENIGMA consortium. The numbers of cases and controls in each of the 6 disorders were as follows: ADHD: 1814 and 1602; ASD: 1748 and 1770; BD: 1547 and 3405; MDD: 2658 and 3572; OCD: 2266 and 2007; and schizophrenia: 2688 and 3244. Main Outcomes and Measures/UNASSIGNED:Interregional profiles of group difference in cortical thickness between cases and controls. Results/UNASSIGNED:A total of 12 721 cases and 15 600 controls, ranging from ages 2 to 89 years, were included in this study. Interregional profiles of group differences in cortical thickness for each of the 6 psychiatric disorders were associated with profiles of gene expression specific to pyramidal (CA1) cells, astrocytes (except for BD), and microglia (except for OCD); collectively, gene-expression profiles of the 3 cell types explain between 25% and 54% of variance in interregional profiles of group differences in cortical thickness. Principal component analysis revealed a shared profile of difference in cortical thickness across the 6 disorders (48% variance explained); interregional profile of this principal component 1 was associated with that of the pyramidal-cell gene expression (explaining 56% of interregional variation). Coexpression analyses of these genes revealed 2 clusters: (1) a prenatal cluster enriched with genes involved in neurodevelopmental (axon guidance) processes and (2) a postnatal cluster enriched with genes involved in synaptic activity and plasticity-related processes. These clusters were enriched with genes associated with all 6 psychiatric disorders. Conclusions and Relevance/UNASSIGNED:In this study, shared neurobiologic processes were associated with differences in cortical thickness across multiple psychiatric disorders. These processes implicate a common role of prenatal development and postnatal functioning of the cerebral cortex in these disorders.
PMCID:7450410
PMID: 32857118
ISSN: 2168-6238
CID: 4650132