Association of post-COVID phenotypic manifestations with new-onset psychiatric disease

被引:1
作者
Coleman, Ben [1 ,2 ]
Casiraghi, Elena [3 ,4 ]
Callahan, Tiffany J. [5 ]
Blau, Hannah [1 ]
Chan, Lauren E. [6 ]
Laraway, Bryan [7 ]
Clark, Kevin B. [8 ,9 ,10 ]
Re'em, Yochai [11 ]
Gersing, Ken R. [12 ]
Wilkins, Kenneth J. [13 ]
Harris, Nomi L. [4 ]
Valentini, Giorgio [3 ]
Haendel, Melissa A. [7 ]
Reese, Justin T. [4 ]
Robinson, Peter N. [1 ,2 ]
机构
[1] Jackson Lab Genom Med, Farmington, CT 06032 USA
[2] Univ Connecticut, Inst Syst Genom, Farmington, CT 06030 USA
[3] Univ Milan, Dipartimento Informat, AnacletoLab, Milan, Italy
[4] Lawrence Berkeley Natl Lab, Div Environm Genom & Syst Biol, Berkeley, CA 94720 USA
[5] Columbia Univ, Irving Med Ctr, Dept Biomed Informat, New York, NY USA
[6] Univ Chicago, Dept Pediat, Chicago, IL USA
[7] Univ N Carolina, Chapel Hill, NC USA
[8] Cures Reach, Chicago, IL USA
[9] Natl Sci Fdn Adv Cyberinfrastructure Coordinat Eco, Multitier Assistance Training & Computat Help MATC, Computat Sci Support Network, Champ Serv, Retford, England
[10] COVID 19 Int Res Team, Neurol Subgrp, Asuncion, Paraguay
[11] Weill Cornell Med, Dept Psychiat, New York, NY USA
[12] NIH, Natl Ctr Adv Translat Sci, Bethesda, MD USA
[13] NIDDS, Biostat Program, NIH, Bethesda, MD USA
基金
美国国家卫生研究院;
关键词
DEPRESSION; SEQUELAE;
D O I
10.1038/s41398-024-02967-z
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Acute COVID-19 infection can be followed by diverse clinical manifestations referred to as Post Acute Sequelae of SARS-CoV2 Infection (PASC). Studies have shown an increased risk of being diagnosed with new-onset psychiatric disease following a diagnosis of acute COVID-19. However, it was unclear whether non-psychiatric PASC-associated manifestations (PASC-AMs) are associated with an increased risk of new-onset psychiatric disease following COVID-19. A retrospective electronic health record (EHR) cohort study of 2,391,006 individuals with acute COVID-19 was performed to evaluate whether non-psychiatric PASC-AMs are associated with new-onset psychiatric disease. Data were obtained from the National COVID Cohort Collaborative (N3C), which has EHR data from 76 clinical organizations. EHR codes were mapped to 151 non-psychiatric PASC-AMs recorded 28-120 days following SARS-CoV-2 diagnosis and before diagnosis of new-onset psychiatric disease. Association of newly diagnosed psychiatric disease with age, sex, race, pre-existing comorbidities, and PASC-AMs in seven categories was assessed by logistic regression. There were significant associations between a diagnosis of any psychiatric disease and five categories of PASC-AMs with odds ratios highest for neurological, cardiovascular, and constitutional PASC-AMs with odds ratios of 1.31, 1.29, and 1.23 respectively. Secondary analysis revealed that the proportions of 50 individual clinical features significantly differed between patients diagnosed with different psychiatric diseases. Our study provides evidence for association between non-psychiatric PASC-AMs and the incidence of newly diagnosed psychiatric disease. Significant associations were found for features related to multiple organ systems. This information could prove useful in understanding risk stratification for new-onset psychiatric disease following COVID-19. Prospective studies are needed to corroborate these findings.
引用
收藏
页数:9
相关论文
共 30 条
[1]   Studying severe long COVID to understand post-infectious disorders beyond COVID-19 [J].
Brodin, Petter ;
Casari, Giorgio ;
Townsend, Liam ;
O'Farrelly, Cliona ;
Tancevski, Ivan ;
Loeffler-Ragg, Judith ;
Mogensen, Trine H. ;
Casanova, Jean Laurent .
NATURE MEDICINE, 2022, 28 (05) :879-882
[2]   Ontologizing health systems data at scale: making translational discovery a reality [J].
Callahan, Tiffany J. ;
Stefanski, Adrianne L. ;
Wyrwa, Jordan M. ;
Zeng, Chenjie ;
Ostropolets, Anna ;
Banda, Juan M. ;
Baumgartner, William A., Jr. ;
Boyce, Richard D. ;
Casiraghi, Elena ;
Coleman, Ben D. ;
Collins, Janine H. ;
Davies, Sara J. Deakyne ;
Feinstein, James A. ;
Lin, Asiyah Y. ;
Martin, Blake ;
Matentzoglu, Nicolas A. ;
Meeker, Daniella ;
Reese, Justin ;
Sinclair, Jessica ;
Taneja, Sanya B. ;
Trinkley, Katy E. ;
Vasilevsky, Nicole A. ;
Williams, Andrew E. ;
Zhang, Xingmin A. ;
Denny, Joshua C. ;
Ryan, Patrick B. ;
Hripcsak, George ;
Bennett, Tellen D. ;
Haendel, Melissa A. ;
Robinson, Peter N. ;
Hunter, Lawrence E. ;
Kahn, Michael G. .
NPJ DIGITAL MEDICINE, 2023, 6 (01)
[3]  
Cascella M., 2023, StatPearls
[4]   A method for comparing multiple imputation techniques: A case study on the US national COVID cohort collaborative [J].
Casiraghi, Elena ;
Wong, Rachel ;
Hall, Margaret ;
Coleman, Ben ;
Notaro, Marco ;
Evans, Michael D. ;
Tronieri, Jena S. ;
Blau, Hannah ;
Laraway, Bryan ;
Callahan, Tiffany J. ;
Chan, Lauren E. ;
Bramante, Carolyn T. ;
Buse, John B. ;
Moffitt, Richard A. ;
Sturmer, Til ;
Johnson, Steven G. ;
Shao, Yu Raymond ;
Reese, Justin ;
Robinson, Peter N. ;
Paccanaro, Alberto ;
Valentini, Giorgio ;
Huling, Jared D. ;
Wilkins, Kenneth J. .
JOURNAL OF BIOMEDICAL INFORMATICS, 2023, 139
[5]   Case-control study of neuropsychiatric symptoms in electronic health records following COVID-19 hospitalization in 2 academic health systems [J].
Castro, Victor M. ;
Rosand, Jonathan ;
Giacino, Joseph T. ;
McCoy, Thomas H. ;
Perlis, Roy H. .
MOLECULAR PSYCHIATRY, 2022, 27 (09) :3898-3903
[6]   Depression and Anxiety in Heart Failure: A Review [J].
Celano, Christopher M. ;
Villegas, Ana C. ;
Albanese, Ariana M. ;
Gaggin, Hanna K. ;
Huffman, Jeff C. .
HARVARD REVIEW OF PSYCHIATRY, 2018, 26 (04) :175-184
[7]   Neuropsychiatric Ramifications of Severe COVID-19 and Other Severe Acute Respiratory Infections [J].
Clift, Ashley Kieran ;
Ranger, Tom Alan ;
Patone, Martina ;
Coupland, Carol A. C. ;
Hatch, Robert ;
Thomas, Karen ;
Hippisley-Cox, Julia ;
Watkinson, Peter .
JAMA PSYCHIATRY, 2022, 79 (07) :690-698
[8]   Risk of new-onset psychiatric sequelae of COVID-19 in the early and late post-acute phase [J].
Coleman, Ben ;
Casiraghi, Elena ;
Blau, Hannah ;
Chan, Lauren ;
Haendel, Melissa A. ;
Laraway, Bryan ;
Callahan, Tiffany J. ;
Deer, Rachel R. ;
Wilkins, Kenneth J. ;
Reese, Justin ;
Robinson, Peter N. .
WORLD PSYCHIATRY, 2022, 21 (02) :319-320
[9]   Characterizing Long COVID: Deep Phenotype of a Complex Condition [J].
Deer, Rachel R. ;
Rock, Madeline A. ;
Vasilevsky, Nicole ;
Carmody, Leigh ;
Rando, Halie ;
Anzalone, Alfred J. ;
Basson, Marc D. ;
Bennett, Tellen D. ;
Bergquist, Timothy ;
Boudreau, Eilis A. ;
Bramante, Carolyn T. ;
Byrd, James Brian ;
Callahan, Tiffany J. ;
Chan, Lauren E. ;
Chu, Haitao ;
Chute, Christopher G. ;
Coleman, Ben D. ;
Davis, Hannah E. ;
Gagnier, Joel ;
Greene, Casey S. ;
Hillegass, William B. ;
Kavuluru, Ramakanth ;
Kimble, Wesley D. ;
Koraishy, Farrukh M. ;
Kohler, Sebastian ;
Liang, Chen ;
Liu, Feifan ;
Liu, Hongfang ;
Madhira, Vithal ;
Madlock-Brown, Charisse R. ;
Matentzoglu, Nicolas ;
Mazzotti, Diego R. ;
McMurry, Julie A. ;
McNair, Douglas S. ;
Moffitt, Richard A. ;
Monteith, Teshamae S. ;
Parker, Ann M. ;
Perry, Mallory A. ;
Pfaff, Emily ;
Reese, Justin T. ;
Saltz, Joel ;
Schuff, Robert A. ;
Solomonides, Anthony E. ;
Solway, Julian ;
Spratt, Heidi ;
Stein, Gary S. ;
Sule, Anupam A. ;
Topaloglu, Umit ;
Vavougios, George D. ;
Wang, Liwei .
EBIOMEDICINE, 2021, 74
[10]   Penalized logistic regression with low prevalence exposures beyond high dimensional settings [J].
Doerken, Sam ;
Avalos, Marta ;
Lagarde, Emmanuel ;
Schumacher, Martin .
PLOS ONE, 2019, 14 (05)