Inflammation-type dysbiosis of the oral microbiome associates with the duration of COVID-19 symptoms and long COVID

被引:110
作者
Haran, John P. [1 ,2 ,3 ]
Bradley, Evan [1 ,3 ]
Zeamer, Abigail L. [2 ,3 ]
Cincotta, Lindsey [1 ]
Salive, Marie-Claire [1 ]
Dutta, Protiva [1 ]
Mutaawe, Shafik [1 ]
Anya, Otuwe [1 ]
Meza-Segura, Mario [2 ]
Moormann, Ann M. [4 ]
Ward, Doyle, V [2 ,3 ]
McCormick, Beth A. [2 ,3 ]
Bucci, Vanni [2 ,3 ]
机构
[1] Univ Massachusetts, Sch Med, Dept Emergency Med, Worcester, MA USA
[2] Univ Massachusetts, Sch Med, Dept Microbiol & Physiol Syst, Worcester, MA USA
[3] Univ Massachusetts, Sch Med, Program Microbiome Dynam, Worcester, MA USA
[4] Univ Massachusetts, Sch Med, Dept Med, Worcester, MA USA
关键词
LIPOPOLYSACCHARIDE; INFECTIONS; DIVERSITY; STABILITY; DIAGNOSIS;
D O I
10.1172/jci.insight.152346
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
In the COVID-19 pandemic, caused by SARS-CoV-2, many individuals experience prolonged symptoms, termed long-lasting COVID-19 symptoms (long COVID). Long COVID is thought to be linked to immune dysregulation due to harmful inflammation, with the exact causes being unknown. Given the role of the microbiome in mediating inflammation, we aimed to examine the relationship between the oral microbiome and the duration of long COVID symptoms. Tongue swabs were collected from patients presenting with COVID-19 symptoms. Confirmed infections were followed until resolution of all symptoms. Bacterial composition was determined by metagenomic sequencing. We used random forest modeling to identify microbiota and clinical covariates that are associated with long COVID symptoms. Of the patients followed, 63% developed ongoing symptomatic COVID-19 and 37% went on to long COVID. Patients with prolonged symptoms had significantly higher abundances of microbiota that induced inflammation, such as members of the genera Prevotella and Veillonella, which, of note, are species that produce LPS. The oral microbiome of patients with long COVID was similar to that of patients with chronic fatigue syndrome. Altogether, our findings suggest an association with the oral microbiome and long COVID, revealing the possibility that dysfunction of the oral microbiome may have contributed to this draining disease.
引用
收藏
页数:15
相关论文
共 98 条
[11]   Update on the Gastrointestinal Microbiome in Systemic Sclerosis [J].
Bellocchi, Chiara ;
Volkmann, Elizabeth R. .
CURRENT RHEUMATOLOGY REPORTS, 2018, 20 (08)
[12]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[13]   Unexpectedly High Frequency of Enterococcal Bloodstream Infections in Coronavirus Disease 2019 Patients Admitted to an Italian ICU: An Observational Study [J].
Bonazzetti, Cecilia ;
Morena, Valentina ;
Giacomelli, Andrea ;
Oreni, Letizia ;
Casalini, Giacomo ;
Galimberti, Laura Rina ;
Bolis, Matteo ;
Rimoldi, Matteo ;
Ballone, Elisabetta ;
Colombo, Riccardo ;
Ridolfo, Anna Lisa ;
Antinori, Spinello .
CRITICAL CARE MEDICINE, 2021, 49 (01) :E31-E40
[14]   Protein selection and export via outer membrane vesicles [J].
Bonnington, K. E. ;
Kuehn, M. J. .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2014, 1843 (08) :1612-1619
[15]   Immune determinants of COVID-19 disease presentation and severity [J].
Brodin, Petter .
NATURE MEDICINE, 2021, 27 (01) :28-33
[16]   The MetaCyc database of metabolic pathways and enzymes - a 2019 update [J].
Caspi, Ron ;
Billington, Richard ;
Keseler, Ingrid M. ;
Kothari, Anamika ;
Krummenacker, Markus ;
Midford, Peter E. ;
Ong, Wai Kit ;
Paley, Suzanne ;
Subhraveti, Pallavi ;
Karp, Peter D. .
NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) :D445-D453
[17]  
CDC, SYMPT
[18]  
CDC, COVID DAT TRACK
[19]  
CDC, TEST COVID 19 ONL
[20]   Preliminary Estimates of the Prevalence of Selected Underlying Health Conditions Among Patients with Coronavirus Disease 2019-United States, February 12-March 28, 2020 [J].
Chow, Nancy ;
Fleming-Dutra, Katherine ;
Gierke, Ryan ;
Hall, Aron ;
Hughes, Michelle ;
Pilishvili, Tamara ;
Ritchey, Matthew ;
Roguski, Katherine ;
Skoff, Tami ;
Ussery, Emily .
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT, 2020, 69 (13) :382-386