Opinion Paper
The snapshot of metabolic health in evaluating micronutrient status,
the risk of infection and clinical outcome of COVID-19
Dimitris Tsoukalas
a, b, *, 1
, Evangelia Sarandi
b, c, **, 1
, Spyridoula Georgaki
b, 1
a
European Institute of Nutritional Medicine, 00198 Rome, Italy
b
Metabolomic Medicine, Health Clinic for Autoimmune and Chronic Diseases, 10674 Athens, Greece
c
Laboratory of Toxicology and Forensic Sciences, Medical School, University of Crete, 71003 Heraklion, Greece
article info
Article history:
Received 14 June 2021
Accepted 14 June 2021
Keywords:
COVID-19
Metabolomics
Metabolic health
Micronutrient deficiencies
Insulin resistance
Infection susceptibility
Post-COVID
summary
COVID-19 has re-established the significance of analyzing the organism through a metabolic perspective
to uncover the dynamic interconnections within the biological systems. The role of micronutrient status
and metabolic health emerge as pivotal in COVID-19 pathogenesis and the immune system's response.
Metabolic disruption, proceeding from modifiable factors, has been proposed as a significant risk factor
accounting for infection susceptibility, disease severity and risk for post-COVID complications. Metab-
olomics, the comprehensive study and quantification of intermediates and products of metabolism, is a
rapidly evolving field and a novel tool in biomarker discovery. In this article, we propose that leveraging
insulin resistance biomarkers along with biomarkers of micronutrient deficiencies, will allow for a
diagnostic window and provide functional therapeutic targets. Specifically, metabolomics can be applied
as: a. At-home test to assess the risk of infection and propose nutritional support, b. A screening tool for
high-risk COVID-19 patients to develop serious illness during hospital admission and prioritize medical
support, c(i). A tool to match nutritional support with specific nutrient requirements for mildly ill pa-
tients to reduce the risk for hospitalization, and c(ii). for critically ill patients to reduce recovery time and
risk of post-COVID complications, d. At-home test to monitor metabolic health and reduce post-COVID
symptomatology. Metabolic rewiring offers potential virtues towards disease prevention, dissection of
high-risk patients, taking actionable therapeutic measures, as well as shielding against post-COVID
syndrome.
© 2021 The Authors. Published by Elsevier Ltd on behalf of European Society for Clinical Nutrition and
Metabolism. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/
licenses/by-nc-nd/4.0/).
1. Introduction
In March 2020, the World Health Organization declared the
outspread acute respiratory syndrome coronavirus 2 (SARS-COV-2/
COVID-19) a global pandemic. At the time of writing, the viral
infection accounts for 2.8 million deaths and 132 million infected
cases [1]. Although the underlying disease mechanisms have not
yet fully unraveled, it seems that common inflammatory cascades,
also known as ‘cytokine storm,’ are responsible for the spectrum of
clinical manifestations; from asymptomatic cases, loss of smell or/
and taste senses, to mild upper respiratory tract infections and
acute respiratory distress syndrome (ARDS), characterized by se-
vere organ failure and eventually, death [2,3]. Among the most
prominent recruited molecules, IL-1, IL-6, tumor necrosis factor
(TNF- a), and interferon (IFN) levels rise abruptly, leading to un-
controlled inflammatory responses and, eventually, tissue damage
due to aberrant cellular interactions [4]. Several factors have been
acknowledged to affect whether patients will develop severe
COVID-19 phenotype, which, as defined by the Centers for Disease
Control and Prevention (CDC), includes hospitalization, admission
to the intensive care unit, intubation or mechanical ventilation, or
death [5].
Clinical data on COVID-19 have demonstrated that individuals
of older age (over 65), immunocompromised, presenting with
comorbidities, including cancer, lung and heart disease, as well as
patients with metabolic complications, such as type 2 diabetes
* Corresponding author. European Institute of Nutritional Medicine, 00198 Rome,
Italy.
** Corresponding author. Metabolomic Medicine, Health Clinic for Autoimmune
and Chronic Diseases, 10674 Athens, Greece.
E-mail addresses: dtsoukalas@einum.org (D. Tsoukalas), esarandi6@hotmail.
com (E. Sarandi), research@metabolomicmedicine.com (S. Georgaki).
1
All authors have equally contributed.
Contents lists available at ScienceDirect
Clinical Nutrition ESPEN
journal homepage: http://www.clinicalnutritionespen.com
https://doi.org/10.1016/j.clnesp.2021.06.011
2405-4577/© 2021 The Authors. Published by Elsevier Ltd on behalf of European Society for Clinical Nutrition and Metabolism. This is an open access article under the CC BY-
NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Clinical Nutrition ESPEN 44 (2021) 173e187