Small-molecule metabolome identifies potential therapeutic targets against COVID-19

被引:8
|
作者
Bennet, Sean [1 ]
Kaufmann, Martin [1 ]
Takami, Kaede [1 ]
Sjaarda, Calvin [2 ]
Douchant, Katya [1 ]
Moslinger, Emily [1 ,6 ]
Wong, Henry [3 ]
Reed, David E. [1 ]
Ellis, Anne K. [4 ]
Vanner, Stephen [1 ]
Colautti, Robert, I [5 ]
Sheth, Prameet M. [1 ,3 ,6 ]
机构
[1] Kingston Hlth Sci Ctr, Gastrointestinal Dis Res Unit GIDRU, 76 Stuart St, Kingston, ON K7L 2V7, Canada
[2] Queens Univ, Dept Psychiat, Kingston, ON, Canada
[3] Kingston Hlth Sci Ctr, Div Microbiol, Kingston, ON, Canada
[4] Queens Univ, Dept Med, Div Allergy & Immunol, Kingston, ON, Canada
[5] Queens Univ, Dept Biol, Kingston, ON, Canada
[6] Queens Univ, Dept Pathol & Mol Med, Kingston, ON, Canada
来源
SCIENTIFIC REPORTS | 2022年 / 12卷 / 01期
关键词
CARNOSINE; STATE;
D O I
10.1038/s41598-022-14050-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Respiratory viruses are transmitted and acquired via the nasal mucosa, and thereby may influence the nasal metabolome composed of biochemical products produced by both host cells and microbes. Studies of the nasal metabolome demonstrate virus-specific changes that sometimes correlate with viral load and disease severity. Here, we evaluate the nasopharyngeal metabolome of COVID-19 infected individuals and report several small molecules that may be used as potential therapeutic targets. Specimens were tested by qRT-PCR with target primers for three viruses: Influenza A (INFA), respiratory syncytial virus (RSV), and SARS-CoV-2, along with unaffected controls. The nasopharyngeal metabolome was characterized using an LC-MS/MS-based screening kit capable of quantifying 141 analytes. A machine learning model identified 28 discriminating analytes and correctly categorized patients with a viral infection with an accuracy of 96% (R-2 = 0.771, Q(2) = 0.72). A second model identified 5 analytes to differentiate COVID19-infected patients from those with INFA or RSV with an accuracy of 85% (R-2 = 0.442, Q(2) = 0.301). Specifically, Lysophosphatidylcholines-a-C18:2 (LysoPCaC18:2) concentration was significantly increased in COVID19 patients (P < 0.0001), whereas beta-hydroxybutyric acid, Methionine sulfoxide, succinic acid, and carnosine concentrations were significantly decreased (P < 0.0001). This study demonstrates that COVID19 infection results in a unique nasopharyngeal metabolomic signature with carnosine and LysoPCaC18:2 as potential therapeutic targets.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] What is the potential function of microRNAs as biomarkers and therapeutic targets in COVID-19?
    Guterres, Alexandro
    de Azeredo Lima, Carlos Henrique
    Miranda, Renan Lyra
    Gadelha, Monica Roberto
    INFECTION GENETICS AND EVOLUTION, 2020, 85
  • [32] Origin, Potential Therapeutic Targets and Treatment for Coronavirus Disease (COVID-19)
    Nadeem, Muhammad Shahid
    Zamzami, Mazin A.
    Choudhry, Hani
    Murtaza, Bibi Nazia
    Kazmi, Imran
    Ahmad, Habib
    Shakoori, Abdul Rauf
    PATHOGENS, 2020, 9 (04):
  • [33] Potential therapeutic approach of intravenous immunoglobulin against COVID-19
    Kolahchi, Zahra
    Sohrabi, Hanye
    Ekrami Nasab, Sara
    Jelodari Mamaghani, Hesan
    Keyfari Alamdari, Maryam
    Rezaei, Nima
    ALLERGY ASTHMA AND CLINICAL IMMUNOLOGY, 2021, 17 (01):
  • [34] Potential therapeutic approach of intravenous immunoglobulin against COVID-19
    Zahra Kolahchi
    Hanye Sohrabi
    Sara Ekrami Nasab
    Hesan Jelodari Mamaghani
    Maryam Keyfari Alamdari
    Nima Rezaei
    Allergy, Asthma & Clinical Immunology, 17
  • [35] Therapeutic potential of ginger against COVID-19: Is there enough evidence?
    Abdollah Jafarzadeh
    Sara Jafarzadeh
    Maryam Nemati
    JournalofTraditionalChineseMedicalSciences, 2021, 8 (04) : 267 - 279
  • [36] Micronutrients for potential therapeutic use against COVID-19; a review
    Giovane, Richard A.
    Di Giovanni-Kinsley, Stephanie
    Keeton, Emily
    CLINICAL NUTRITION ESPEN, 2021, 46 : 9 - 13
  • [37] Withaferin A: a potential therapeutic agent against COVID-19 infection
    Straughn, Alex R.
    Kakar, Sham S.
    JOURNAL OF OVARIAN RESEARCH, 2020, 13 (01)
  • [38] Withaferin A: a potential therapeutic agent against COVID-19 infection
    Alex R. Straughn
    Sham S. Kakar
    Journal of Ovarian Research, 13
  • [39] Therapeutic Options and Potential Vaccine Studies Against COVID-19
    Bahadori, Fatemeh
    BEZMIALEM SCIENCE, 2020, 8
  • [40] Therapeutic Applications of Fucoidans and their Potential to Act Against COVID-19
    Yadav, Dhananjay
    Song, Minseok
    CURRENT PHARMACEUTICAL DESIGN, 2022, 28 (46) : 3671 - 3676