Cargando…

Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity

Introduction: Increased COVID-19 disease severity is higher among patients with type 2 diabetes mellitus and hypertension. However, the metabolic pathways underlying this association are not fully characterized. This study aims to identify the metabolic signature associated with increased COVID-19 s...

Descripción completa

Detalles Bibliográficos
Autores principales: Elrayess, Mohamed A., Cyprian, Farhan S., Abdallah, Abdallah M., Emara, Mohamed M., Diboun, Ilhame, Anwardeen, Najeha, Schuchardt, Sven, Yassine, Hadi M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784560/
https://www.ncbi.nlm.nih.gov/pubmed/35083246
http://dx.doi.org/10.3389/fmed.2021.788687
_version_ 1784638767964880896
author Elrayess, Mohamed A.
Cyprian, Farhan S.
Abdallah, Abdallah M.
Emara, Mohamed M.
Diboun, Ilhame
Anwardeen, Najeha
Schuchardt, Sven
Yassine, Hadi M.
author_facet Elrayess, Mohamed A.
Cyprian, Farhan S.
Abdallah, Abdallah M.
Emara, Mohamed M.
Diboun, Ilhame
Anwardeen, Najeha
Schuchardt, Sven
Yassine, Hadi M.
author_sort Elrayess, Mohamed A.
collection PubMed
description Introduction: Increased COVID-19 disease severity is higher among patients with type 2 diabetes mellitus and hypertension. However, the metabolic pathways underlying this association are not fully characterized. This study aims to identify the metabolic signature associated with increased COVID-19 severity in patients with diabetes mellitus and hypertension. Methods: One hundred and fifteen COVID-19 patients were divided based on disease severity, diabetes status, and hypertension status. Targeted metabolomics of serum samples from all patients was performed using tandem mass spectrometry followed by multivariate and univariate models. Results: Reduced levels of various triacylglycerols were observed with increased disease severity in the diabetic patients, including those containing palmitic (C16:0), docosapentaenoic (C22:5, DPA), and docosahexaenoic (C22:6, DHA) acids (FDR < 0.01). Functional enrichment analysis revealed triacylglycerols as the pathway exhibiting the most significant changes in severe COVID-19 in diabetic patients (FDR = 7.1 × 10(−27)). Similarly, reduced levels of various triacylglycerols were also observed in hypertensive patients corresponding with increased disease severity, including those containing palmitic, oleic (C18:1), and docosahexaenoic acids. Functional enrichment analysis revealed long-chain polyunsaturated fatty acids (n-3 and n-6) as the pathway exhibiting the most significant changes with increased disease severity in hypertensive patients (FDR = 0.07). Conclusions: Reduced levels of triacylglycerols containing specific long-chain unsaturated, monounsaturated, and polyunsaturated fatty acids are associated with increased COVID-19 severity in diabetic and hypertensive patients, offering potential novel diagnostic and therapeutic targets.
format Online
Article
Text
id pubmed-8784560
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-87845602022-01-25 Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity Elrayess, Mohamed A. Cyprian, Farhan S. Abdallah, Abdallah M. Emara, Mohamed M. Diboun, Ilhame Anwardeen, Najeha Schuchardt, Sven Yassine, Hadi M. Front Med (Lausanne) Medicine Introduction: Increased COVID-19 disease severity is higher among patients with type 2 diabetes mellitus and hypertension. However, the metabolic pathways underlying this association are not fully characterized. This study aims to identify the metabolic signature associated with increased COVID-19 severity in patients with diabetes mellitus and hypertension. Methods: One hundred and fifteen COVID-19 patients were divided based on disease severity, diabetes status, and hypertension status. Targeted metabolomics of serum samples from all patients was performed using tandem mass spectrometry followed by multivariate and univariate models. Results: Reduced levels of various triacylglycerols were observed with increased disease severity in the diabetic patients, including those containing palmitic (C16:0), docosapentaenoic (C22:5, DPA), and docosahexaenoic (C22:6, DHA) acids (FDR < 0.01). Functional enrichment analysis revealed triacylglycerols as the pathway exhibiting the most significant changes in severe COVID-19 in diabetic patients (FDR = 7.1 × 10(−27)). Similarly, reduced levels of various triacylglycerols were also observed in hypertensive patients corresponding with increased disease severity, including those containing palmitic, oleic (C18:1), and docosahexaenoic acids. Functional enrichment analysis revealed long-chain polyunsaturated fatty acids (n-3 and n-6) as the pathway exhibiting the most significant changes with increased disease severity in hypertensive patients (FDR = 0.07). Conclusions: Reduced levels of triacylglycerols containing specific long-chain unsaturated, monounsaturated, and polyunsaturated fatty acids are associated with increased COVID-19 severity in diabetic and hypertensive patients, offering potential novel diagnostic and therapeutic targets. Frontiers Media S.A. 2022-01-10 /pmc/articles/PMC8784560/ /pubmed/35083246 http://dx.doi.org/10.3389/fmed.2021.788687 Text en Copyright © 2022 Elrayess, Cyprian, Abdallah, Emara, Diboun, Anwardeen, Schuchardt and Yassine. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Medicine
Elrayess, Mohamed A.
Cyprian, Farhan S.
Abdallah, Abdallah M.
Emara, Mohamed M.
Diboun, Ilhame
Anwardeen, Najeha
Schuchardt, Sven
Yassine, Hadi M.
Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title_full Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title_fullStr Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title_full_unstemmed Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title_short Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity
title_sort metabolic signatures of type 2 diabetes mellitus and hypertension in covid-19 patients with different disease severity
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784560/
https://www.ncbi.nlm.nih.gov/pubmed/35083246
http://dx.doi.org/10.3389/fmed.2021.788687
work_keys_str_mv AT elrayessmohameda metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT cyprianfarhans metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT abdallahabdallahm metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT emaramohamedm metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT dibounilhame metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT anwardeennajeha metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT schuchardtsven metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity
AT yassinehadim metabolicsignaturesoftype2diabetesmellitusandhypertensionincovid19patientswithdifferentdiseaseseverity