Advertisement
Editorial| Volume 128, 155121, March 2022

Download started.

Ok

Editorial: Obesity, metabolic phenotypes and COVID-19

  • Author Footnotes
    1 Contributed equally.
    Despina Sanoudou
    Footnotes
    1 Contributed equally.
    Affiliations
    4th Department of Internal Medicine, Clinical Genomics and Pharmacogenomics Unit, ‘Attikon’ Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece

    Center for New Biotechnologies and Precision Medicine, Medical School, National and Kapodistrian University of Athens, Athens, Greece

    Molecular Biology Division, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
    Search for articles by this author
  • Author Footnotes
    1 Contributed equally.
    Michael A. Hill
    Correspondence
    Corresponding author.
    Footnotes
    1 Contributed equally.
    Affiliations
    Dalton Cardiovascular Research Center and Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, 65211, MO, USA
    Search for articles by this author
  • Author Footnotes
    1 Contributed equally.
    Matthew J. Belanger
    Footnotes
    1 Contributed equally.
    Affiliations
    Northeast Medical Group, Yale New Haven Health, New Haven, CT, USA
    Search for articles by this author
  • Kevin Arao
    Affiliations
    Department of Medicine, Boston VA Healthcare System and Boston University School of Medicine, Boston, MA 02115, USA
    Search for articles by this author
  • Christos S. Mantzoros
    Affiliations
    Department of Medicine, Boston VA Healthcare System and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
    Search for articles by this author
  • Author Footnotes
    1 Contributed equally.
Published:January 09, 2022DOI:https://doi.org/10.1016/j.metabol.2021.155121

      Keywords

      1. Introduction

      The pandemic resulting from the acute respiratory SARS-CoV-2 infection and the associated COVID-19 syndrome is reaching its third year and has impacted all regions of the globe. At the time of writing approximately 317,500,000 people have been infected with the virus and over 5,500,000 deaths have been attributed to its complications. Importantly, approximately 50% of deaths related to COVID-19 have been in people with co-existing vascular and metabolic disorders [
      • Thakur B.
      • Dubey P.
      • Benitez J.
      • Torres J.P.
      • Reddy S.
      • Shokar N.
      • et al.
      A systematic review and meta-analysis of geographic differences in comorbidities and associated severity and mortality among individuals with COVID-19.
      ]. Despite the ready availability of vaccines in some countries and improved therapeutic approaches, daily global infections remain at approximately 3,000,000 with some 8,000 deaths per day. These numbers will likely only decrease relatively slowly as effective global vaccination is undertaken which itself is impacted by vaccine availability and hesitancy to be vaccinated. Further ‘spikes’ in infection and transmission may be expected as virus mutation occurs, as shown with the rapid spread of the more recent delta and omicron variants (B.1.617.2 and B.1.1.529 SARS-CoV-2, respectively) and due to ‘break through’ infections resulting from the less than 100% efficacy of vaccination and impaired immune responses. Based on this, it remains vitally important to continue to identify, and understand the susceptibility of, at risk populations.
      In addition to advancing age, a number of comorbidities have been associated with poorer COVID-19 outcomes as reflected by prolonged and more intense hospitalization, requirement for mechanical ventilation and death [
      • Steenblock C.
      • Schwarz P.E.H.
      • Ludwig B.
      • Linkermann A.
      • Zimmet P.
      • Kulebyakin K.
      • et al.
      COVID-19 and metabolic disease: mechanisms and clinical management.
      ,
      • Clark A.
      • Jit M.
      • Warren-Gash C.
      • Guthrie B.
      • Wang H.H.X.
      • Mercer S.W.
      • et al.
      Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study.
      ,
      • Palaiodimos L.
      • Kokkinidis D.G.
      • Li W.
      • Karamanis D.
      • Ognibene J.
      • Arora S.
      • et al.
      Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York.
      ]. Significantly contributing to poorer outcomes is the coexistence of SARS-CoV-2 infection with obesity, cardiometabolic dysfunction and type 2 diabetes [
      • Steenblock C.
      • Schwarz P.E.H.
      • Ludwig B.
      • Linkermann A.
      • Zimmet P.
      • Kulebyakin K.
      • et al.
      COVID-19 and metabolic disease: mechanisms and clinical management.
      ,
      • Palaiodimos L.
      • Kokkinidis D.G.
      • Li W.
      • Karamanis D.
      • Ognibene J.
      • Arora S.
      • et al.
      Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York.
      ,
      • Drucker D.J.
      Diabetes, obesity, metabolism, and SARS-CoV-2 infection: the end of the beginning.
      ,
      • Hill M.A.
      • Sowers J.R.
      • Mantzoros C.S.
      Commentary: COVID-19 and obesity pandemics converge into a syndemic requiring urgent and multidisciplinary action.
      ,
      • Hill M.A.
      • Mantzoros C.
      • Sowers J.R.
      Commentary: COVID-19 in patients with diabetes.
      ]. The existence of multiple comorbidities in individuals has, however, proved a challenge to definitively establish the level of risk provided by each coexisting disorder.
      Recently a substantially more nuanced approach has been taken to understanding the relationships and interactions between obesity, dysmetabolism and poor outcomes following SARS-CoV-2 infection. More specifically, the importance of adipose distribution has been stressed with visceral adiposity being shown to be more predictive of poorer outcome than is the level of subcutaneous fat [
      • Watanabe M.
      • Caruso D.
      • Tuccinardi D.
      • Risi R.
      • Zerunian M.
      • Polici M.
      • et al.
      Visceral fat shows the strongest association with the need of intensive care in patients with COVID-19.
      ,
      • Petersen A.
      • Bressem K.
      • Albrecht J.
      • Thiess H.M.
      • Vahldiek J.
      • Hamm B.
      • et al.
      The role of visceral adiposity in the severity of COVID-19: highlights from a unicenter cross-sectional pilot study in Germany.
      ,
      • Favre G.
      • Legueult K.
      • Pradier C.
      • Raffaelli C.
      • Ichai C.
      • Iannelli A.
      • et al.
      Visceral fat is associated to the severity of COVID-19.
      ]. This relates to the fact that excess energy stored outside the subcutaneous fat normal storage space leads to metabolic abnormalities and micro-inflammation which in turn lead to complications [
      • Fontana L.
      • Eagon J.C.
      • Trujillo M.E.
      • Scherer P.E.
      • Klein S.
      Visceral fat adipokine secretion is associated with systemic inflammation in obese humans.
      ,
      • Boutari C.
      • Mantzoros C.S.
      Adiponectin and leptin in the diagnosis and therapy of NAFLD.
      ]. Similarly, accumulation of cardiac and perivascular adipose tissue has been suggested to impact severity of COVID-19 outcomes [
      • Malavazos A.E.
      • Goldberger J.J.
      • Iacobellis G.
      Does epicardial fat contribute to COVID-19 myocardial inflammation?.
      ,
      • Lasbleiz A.
      • Gaborit B.
      • Soghomonian A.
      • Bartoli A.
      • Ancel P.
      • Jacquier A.
      • et al.
      COVID-19 and obesity: role of ectopic visceral and Epicardial adipose tissues in myocardial injury.
      ]. Related to these observations, questions have been raised as to how levels of obesity should be clinically assessed [
      • Woolcott O.O.
      • Bergman R.N.
      Relative fat mass (RFM) as a new estimator of whole-body fat percentage horizontal line a cross-sectional study in American adult individuals.
      ]; is the readily available measurement of BMI sufficient or should more attention be paid to adipose distribution as assessed by CT scans, waist circumference and clinically waist to hip ratio. Further limitations in BMI measurements relate to genetic differences in various ethnic populations, particularly in Asian communities where BMI is typically less than that of Western societies yet dystopic fat accumulation including excess visceral fat accumulation is often evident. Similar to all dysmetabolic conditions, the utility of BMI is limited in individuals with high muscle to fat ratios [
      • Abramowitz M.K.
      • Hall C.B.
      • Amodu A.
      • Sharma D.
      • Androga L.
      • Hawkins M.
      Muscle mass, BMI, and mortality among adults in the United States: a population-based cohort study.
      ]. Along these lines an additional consideration that is relevant to the heterogeneity of obesity and COVID-19 outcomes is whether there are differences in metabolically healthy (in whom fat may be more than normal but still not exceeding the normal storage space of the organism in subcutaneous adipose tissue) and metabolically unhealthy obese patients (with the latter having dystopic fat accumulation)?
      In a recent article published in Metabolism Clinical and Experimental, Kim et al. [
      • Kim N.H.
      • Kim K.J.
      • Choi J.
      • Kim S.G.
      Metabolically unhealthy individuals, either with obesity or not, have a higher risk of critical coronavirus disease 2019 outcomes than metabolically healthy individuals without obesity.
      ] in a retrospective analysis examined the relationship between metabolic health and COVID-19 outcomes. Subject data were obtained from the Korean National Health Insurance Service COVID-19 data base with a diagnosis of COVID-19 being confirmed by a SARS-CoV-2 PCR test. 4069 COVID-19 patients, with available metabolic characterization, were subdivided into four groups; 1. metabolically healthy normal weight; 2. metabolically healthy overweight; 3. metabolically unhealthy normal weight; and 4. metabolically unhealthy obese. Stratification into these groups was based on BMI (obese > 25 kg/m2) and a metabolic health assessment (metabolically unhealthy being defined as showing three of: elevated fasting blood glucose or taking glucose lowering agents; blood pressure > 130/85 mm Hg or taking antihypertensive medications; elevated serum triglycerides or taking lipid lowering agents; low plasma HDL levels; waist circumference >90 cm for men and >85 cm for women). The primary outcome measure was a composite of admission to the ICU, mechanical ventilation extracorporeal membrane oxygenation and death occurring during a 4-month follow-up period from diagnosis. Based on uncorrected calculated Hazard Ratios (HR) metabolically non-obese unhealthy subjects and obese subjects (both metabolically healthy and unhealthy) showed higher risk for severe COVID-19 outcomes. After adjusting HR for confounding factors (including age, sex, smoking, alcohol consumption and physical activity) only metabolically unhealthy patients maintained a significantly higher risk for severe outcomes (composite measure and mortality). Based on this analysis the authors concluded that metabolic health is a stronger predictor for severe COVID-19 outcomes than obesity per se.
      An interesting observation made by Kim et al. was that the risk of severe COVID-19 outcomes increased in an approximately linear manner with the number of indicators of metabolically impaired health even after correction for BMI [
      • Kim N.H.
      • Kim K.J.
      • Choi J.
      • Kim S.G.
      Metabolically unhealthy individuals, either with obesity or not, have a higher risk of critical coronavirus disease 2019 outcomes than metabolically healthy individuals without obesity.
      ]. Collectively the results suggest that metabolic dysfunction presents as a risk for severe COVID-19 outcomes independently of obesity. Nevertheless, metabolically unhealthy obese (MUO) patients showed the highest risk for mortality. As patients in the various outcome categories were relatively small and the results reflect a single ethnic population, the general applicability of the findings requires wider study. Further the available data did not include specific information relating to body composition, adipose tissue distribution or diet/diet quality. Such information, along with more detailed information relating to physical activity, may give further insight into the heterogeneity of obesity and the classifications of metabolically healthy and unhealthy phenotypes.
      An additional paper also recently published in Metabolism, Clinical and Experimental by Kouvari and colleagues [
      • Kouvari M.
      • Chrysohoou C.
      • Skoumas J.
      • Pitsavos C.
      • Panagiotakos D.B.
      • Mantzoros C.S.
      The presence of NAFLD influences the transition of metabolically healthy to metabolically unhealthy obesity and the ten-year cardiovascular disease risk: a population-based cohort stud.
      ] emphasizes the heterogeneity that exists within subjects classified as metabolically healthy obese (MHO) and calls for the inclusion of an additional criterion to define subjects as metabolically unhealthy i.e. dystopic excessive fat deposition in the liver, non-alcoholic fatty liver disease (NAFLD). Specifically, using data from the ATTICA prospective cohort study, these authors divided MHO patients (stringently defined as showing no evidence for alteration in accepted markers for metabolic syndrome) into those exhibiting evidence (assessed by non-invasive indices) of NAFLD. Over a 10-year period those subjects with NAFLD at baseline showed a greater rate of progression to the MUO state and were at higher risk for cardiovascular events and/or death. Interestingly, several studies have presented evidence for an association between NAFLD and severity of COVID-19 outcomes, independent of obesity [
      • Wang G.
      • Wu S.
      • Wu C.
      • Zhang Q.
      • Wu F.
      • Yu B.
      • et al.
      Association between non-alcoholic fatty liver disease with the susceptibility and outcome of COVID-19: a retrospective study.
      ,
      • Yoo H.W.
      • Jin H.Y.
      • Yon D.K.
      • Effenberger M.
      • Shin Y.H.
      • Kim S.Y.
      • et al.
      Non-alcoholic fatty liver disease and COVID-19 susceptibility and outcomes: a Korean nationwide cohort.
      ,
      • Ji D.
      • Zhang M.
      • Qin E.
      • Zhang L.
      • Xu J.
      • Wang Y.
      • et al.
      Letter to the Editor: obesity, diabetes, non-alcoholic fatty liver disease and metabolic dysfunction associated fatty liver disease are proinflammatory hypercoagulable states associated with severe disease and thrombosis in Covid-19.
      ,
      • Cordeiro A.
      • Ribamar A.
      • Ramalho A.
      Adipose tissue dysfunction and MAFLD in obesity on the scene of COVID-19.
      ]. Thus, hepatic accumulation of fat, similarly to visceral and perivascular fat, conceivably contributes to an inflammatory environment prior to marked changes in BMI and perhaps predisposes to more severe COVID-19 outcomes. Relevant to this, markers of systemic inflammation (proinflammatory monocyte counts) have been reported to be higher in both MUO and MHO subjects compared to controls [
      • Christou K.A.
      • Christou G.A.
      • Karamoutsios A.
      • Vartholomatos G.
      • Gartzonika K.
      • Tsatsoulis A.
      • et al.
      Metabolically healthy obesity is characterized by a proinflammatory phenotype of circulating monocyte subsets.
      ]. Regardless of the exact relationships, the prospective studies of Kouvari and similar findings of Hwang et al. [
      • Hwang Y.C.
      • Ahn H.Y.
      • Park C.Y.
      Association between nonalcoholic fatty liver disease and future deterioration of metabolic health: a cohort study.
      ] suggest that the MHO state is not necessarily stable or benign and may transition to the MUO state, particularly when NAFLD co-exists. As the SARS-CoV-2 pandemic continues this suggests that attention should be given to markers of NAFLD (in addition to those for metabolic syndrome that are usually used to classify obesity as MUO) to identify a subgroup of patients who may show progression to MUO and susceptibility to poor COVID-19 outcomes. Similarly, an increased understanding of genetic factors contributing to the heterogeneity obesity and propensity for transition from healthy to unhealthy states is required. Collectively, such knowledge may inform individualized treatment strategies for obese patients that are important in preventing poor outcomes following SARS-CoV-2 infection.
      In the following paragraphs we briefly review possible mechanisms which may underlie the interaction between the metabolically unhealthy state, SARS-CoV-2 infection, and COVID-19 severity – including the roles of coexisting inflammation, immunomodulation, thrombosis and altered renin-angiotensin-aldosterone (system) RAAS signaling. Further we highlight strategies to protect this at-risk population including through weight loss interventions both pharmacological and lifestyle. In addition to preventive measures the impact of obesity and metabolic dysfunction on post SARS-CoV-2 infection or ‘long COVID-19 syndrome’ is discussed.

      2. Mechanisms linking metabolic dysfunction and obesity to severity of COVID-19 outcomes

      The overall immune dysfunction that is observed in obese individuals, is associated with accumulation of resident immune cells, including macrophages, neutrophils, eosinophils, T and B cells, as well as dendritic cells, across different tissues leading to enhanced cytokine and chemokine production and ultimately heightened basal inflammation. The extent of systemic inflammation can be further aggravated in some obese individuals by impaired levels of adipokines, lipokines, hepatokines, myokines and branched-chain amino acids. The sum of these obesity-triggered disruptions in physiological immune function lead to a persistent low-grade inflammation coupled with a compromised immune response that likely render obese individuals prone to reduced SARS-CoV-2 clearance in the early stage of infection and a high viral load, as well as a hyper-inflammatory response. Obesity is well-known to disrupt the integrity of multiple tissues, leading to inflammation mainly in the adipose, respiratory tract, lymphoid, and gut tissues [
      • Morais A.H.A.
      • Passos T.S.
      • de Lima Vale S.H.
      • da Silva Maia J.K.
      • Maciel B.L.L.
      Obesity and the increased risk for COVID-19: mechanisms and nutritional management.
      ]. Key mechanisms linking metabolic dysfunction and obesity to severity of COVID-19 outcomes are detailed below and shown schematically in Fig. 1.
      Fig. 1
      Fig. 1Key mechanisms linking metabolic dysfunction and obesity to severity of COVID-19 outcomes: SARS-CoV2 enters the human body through the respiratory tract and penetrates the lung epithelial cells via specific binding of its spike (S) protein to ACE2, with the assistance of other intracellular proteins including furin. Once inside the cells the viral RNA is replicated and through a series of molecular processes its proteins are translated, and new viral particles assembled and secreted via exocytosis. Through this process the virus spreads to other tissues expressing ACE2, with AT being a prime target, since ACE2 is abundantly expressed in the lung and AT, and further overexpressed in obesity. Within AT, SARS-CoV elicits an inflammatory response that could contribute to the observed cytokine storm and acute respiratory distress syndrome. The AT of visceral organs has been proposed to serve as a SARS-CoV2 reservoir, leading to increased viral shedding. The apoptotic and necrotic death of SARS-CoV2 inside the adipocytes fuels the inflammatory response, contributing the development of fat embolism syndrome. In the background of obesity both the lung and AT are compromised due to impaired pulmonary function and loss of functional lung MSCs, as well as persistent low-grade inflammation and ASCs dysfunction in AT. Furthermore, the impaired immunity, endothelial dysfunction, hypercoagulability and gut dysbiosis, render obese individuals considerably more vulnerable to SARS-CoV2 infection [
      • Palaiodimos L.
      • Kokkinidis D.G.
      • Li W.
      • Karamanis D.
      • Ognibene J.
      • Arora S.
      • et al.
      Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York.
      ].
      Abbreviations: ACE2, angiotensin-converting enzyme 2; ASCs, adipose stem cells; AT, adipose tissue; FES, fat embolism syndrome; IL, interleukin; M1, M1 macrophages, M2, M2 macrophages, MSCs, mesenchymal stem cells; NLRP3, NACHT, LRR and PYD domains-containing protein 3; Th1, T helper type 1 cells; Th2, T helper type 2 cells; TNF, tumor necrosis factor; Treg, regulatory T cells.

      2.1 Adipose tissue

      In adipose tissue (AT), multiple mechanisms are believed to contribute to the heightened inflammatory state and suppressed immune response that is observed in obesity. In brief, overnutrition-driven hyperinsulinemia, induces adipocyte hypertrophy and hyperplasia, followed by hypoxia, adipocyte death, lipotoxicity and altered extracellular matrix [
      • AlZaim I.
      • Hammoud S.H.
      • Al-Koussa H.
      • Ghazi A.
      • Eid A.H.
      • El-Yazbi A.F.
      Adipose tissue immunomodulation: a novel therapeutic approach in cardiovascular and metabolic diseases.
      ], while the excessive production of adipokines and inflammatory mediators promote the recruitment of a range of different immune cells to AT. At the molecular level, this has a multitude of implications. Among them, the AT dendritic cells present with increased toll-like receptor (TLR) expression that leads to M1 macrophage activation, while the secretion of AT inflammatory cytokines (such as TNF, IL-6, angiotensin II and plasminogen activator 1) promote the activation of M1 macrophages systemically [
      • Liu R.
      • Nikolajczyk B.S.
      Tissue immune cells fuel obesity-associated inflammation in adipose tissue and beyond.
      ,
      • Konner A.C.
      • Bruning J.C.
      Toll-like receptors: linking inflammation to metabolism.
      ]. Meanwhile, the heightened secretion of adipocytokines (and especially leptin and resistin) further augments the production of TNF, IL6 and IL12, directly impacting the nuclear factor kappa B and JNK pathways and activating the unfolded protein response. Notably, high plasma levels of leptin, TNFα and CXCL-10 have been suggested to be a predictor of COVID-19 severity in obese individuals [
      • Maurya R.
      • Sebastian P.
      • Namdeo M.
      • Devender M.
      • Gertler A.
      COVID-19 severity in obesity: leptin and inflammatory cytokine interplay in the link between high morbidity and mortality.
      ], while IL-6 is a key mediator of the cytokine storm (CS) and disease progression to acute respiratory distress syndrome (ARDS) observed in COVID-19 [
      • Bhaskar S.
      • Sinha A.
      • Banach M.
      • Mittoo S.
      • Weissert R.
      • Kass J.S.
      • et al.
      Cytokine storm in COVID-19-immunopathological mechanisms, clinical considerations, and therapeutic approaches: the REPROGRAM Consortium position paper.
      ]. Importantly, the IL6 blocker tocilizumab was the second drug ever recommended by the World Health Organization (WHO) for people with severe COVID-19. In addition, in obesity, the observed NLRP3 inflammasome activation in AT mediates reactive oxygen species (ROS) activation, release of interleukins 1β and 18, free oxygen radical production and promotion of a systemic proinflammatory state that can also promote the presentation of CS [
      • Bhaskar S.
      • Sinha A.
      • Banach M.
      • Mittoo S.
      • Weissert R.
      • Kass J.S.
      • et al.
      Cytokine storm in COVID-19-immunopathological mechanisms, clinical considerations, and therapeutic approaches: the REPROGRAM Consortium position paper.
      ,
      • Fernandez-Sanchez A.
      • Madrigal-Santillan E.
      • Bautista M.
      • Esquivel-Soto J.
      • Morales-Gonzalez A.
      • Esquivel-Chirino C.
      • et al.
      Inflammation, oxidative stress, and obesity.
      ,
      • Ives A.
      • Nomura J.
      • Martinon F.
      • Roger T.
      • LeRoy D.
      • Miner J.N.
      • et al.
      Xanthine oxidoreductase regulates macrophage IL1beta secretion upon NLRP3 inflammasome activation.
      ]. Two additional, yet poorly understood mechanisms of immunomodulation by AT are believed to involve epigenetic histone modification and miRNA related mechanisms [
      • Raghuraman S.
      • Donkin I.
      • Versteyhe S.
      • Barres R.
      • Simar D.
      The emerging role of epigenetics in inflammation and immunometabolism.
      ,
      • Caslin H.L.
      • Hasty A.H.
      Extrinsic and intrinsic immunometabolism converge: perspectives on future research and therapeutic development for obesity.
      ]. However, the role of AT in obesity-triggered inflammation is likely to be even more complex, since different AT depots throughout the human body present with notable differences in their physiology, susceptibility to inflammation and the heterogeneity of the inflammatory cell population. A prime example is the strong association of visceral, but not subcutaneous, fat with an exaggerated inflammatory state in obese individuals, which could at least in part explain poor clinical outcome of COVID-19 patients with increased visceral as opposed to subcutaneous adiposity [
      • Favre G.
      • Legueult K.
      • Pradier C.
      • Raffaelli C.
      • Ichai C.
      • Iannelli A.
      • et al.
      Visceral fat is associated to the severity of COVID-19.
      ,
      • Mittal B.
      Subcutaneous adipose tissue & visceral adipose tissue.
      ].
      In addition to the compromised function of AT in obesity, it also appears to be a favored target tissue of SARS-CoV2. Specifically, SARS-CoV-2 enters target cells via binding of its spike protein to the cellular receptor angiotensin-converting enzyme 2 (ACE2), a member of the RAAS and is proteolytically cleaved by the transmembrane protease serine 2 (TMPRSS2). Among other proteases that can mediate the proteolytic activation of the spike protein, furin is of particular interest as it is also involved in viral exit from the host cells enabling viral particles to attack neighboring cells or be released into the circulation [
      • Mittal B.
      Subcutaneous adipose tissue & visceral adipose tissue.
      ]. During SARS-CoV-2 infection, ACE2-expressing tissues become direct targets, among which are the multiple AT depots in the human body. RAAS intrinsic to WAT modulates inflammation, oxidative stress, and immune status of both visceral and ectopic fat depots. Of importance in COVID-19 severity, ACE2 and furin are highly expressed in the AT of normal weight individuals, and further overexpressed in obesity [
      • Mittal B.
      Subcutaneous adipose tissue & visceral adipose tissue.
      ]. Within AT, SARS-CoV-2 has been shown to target specifically mature adipocytes and AT macrophages, eliciting an inflammatory response that includes secretion of known inflammatory mediators of severe COVID-19 [
      • Martínez-Colón G.J.
      • Ratnasiri K.
      • Chen H.
      • Jiang S.
      • Zanley E.
      • Rustagi A.
      • et al.
      SARS-CoV-2 infects human adipose tissue and elicits an inflammatory response consistent with severe COVID-19.
      ]. An extensively pursued hypothesis is that this inflammatory response is due to increased angiotensin-II production following the SARS-CoV-2 induced impairment of ACE2 enzymatic activity in visceral fat. It has therefore been proposed that RAAS imbalance could trigger the cytokine storm observed in severe COVID-19 [
      • Lanza K.
      • Perez L.G.
      • Costa L.B.
      • Cordeiro T.M.
      • Palmeira V.A.
      • Ribeiro V.T.
      • et al.
      Covid-19: the renin-angiotensin system imbalance hypothesis.
      ]. Due to these attributes AT is considered a reservoir for SARS-CoV2, enabling increased viral shedding, immune activation, and cytokine amplification [
      • Lanza K.
      • Perez L.G.
      • Costa L.B.
      • Cordeiro T.M.
      • Palmeira V.A.
      • Ribeiro V.T.
      • et al.
      Covid-19: the renin-angiotensin system imbalance hypothesis.
      ]. Importantly, given its anatomical distribution AT, and especially visceral AT, would be able to drive severe COVID-19 through augmented inflammation at an organ level in the heart, vasculature, pancreas, liver, and kidneys [
      • Lanza K.
      • Perez L.G.
      • Costa L.B.
      • Cordeiro T.M.
      • Palmeira V.A.
      • Ribeiro V.T.
      • et al.
      Covid-19: the renin-angiotensin system imbalance hypothesis.
      ].

      2.2 Respiratory system

      Pulmonary status can also be impaired in obese individuals. In terms of pulmonary physiology, a decrease in total respiratory system compliance is observed, which is due to the accumulation of fat in the areas of the ribs and diaphragm, leading to decreased chest wall compliance, as well as the increased airways resistance, respiratory muscle inefficiency, and ventilation-perfusion inequality [
      • Albashir A.A.D.
      The potential impacts of obesity on COVID-19.
      ]. As a consequence, there is decreased ventilatory reserve along with a propensity to respiratory failure, under challenging circumstances such as SARS-CoV-2 infection.
      At the molecular level, partly through the heightened release of proinflammatory mediators (especially leptin) and the reduced release of anti-inflammatory adiponectin by AT, obese individuals are susceptible to pulmonary infections. Upon viral infections, an enhanced pulmonary inflammation is anticipated followed by an increased risk of exacerbated airway obstruction [
      • Mancuso P.
      Obesity and lung inflammation.
      ]. In SARS-CoV-2 infected patients, pneumonia is a frequently encountered symptom, while 42% of those with pneumonia and 61–81% of those requiring intensive care will present with ARDS [
      • Wu C.
      • Chen X.
      • Cai Y.
      • Xia J.
      • Zhou X.
      • Xu S.
      • et al.
      Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China.
      ]. The compromised pulmonary function in combination with the abundant expression of ACE2 and furin in the lung, and the overexpression of ACE2 in obesity, could be contributing factors in COVID-19 severity [
      • Cyranoski D.
      Profile of a killer: the complex biology powering the coronavirus pandemic.
      ,
      • Sarver D.C.
      • Wong G.W.
      Obesity alters Ace2 and Tmprss2 expression in lung, trachea, and esophagus in a sex-dependent manner: implications for COVID-19.
      ]. Interestingly, in a diet-induced obesity mouse model, only male (and not female) mice presented with a significant increase in lung ACE2 expression, which is reminiscent of the major sex-differences in patients with COVID-19 requiring hospitalization or intensive care (increased in men by up to 50% and 300–400%, respectively) [
      • Grasselli G.
      • Zangrillo A.
      • Zanella A.
      • Antonelli M.
      • Cabrini L.
      • Castelli A.
      • et al.
      Baseline characteristics and outcomes of 1591 patients infected with SARS-CoV-2 admitted to ICUs of the Lombardy Region, Italy.
      ,
      • Ueyama H.
      • Kuno T.
      • Takagi H.
      • Krishnamoorthy P.
      • Vengrenyuk Y.
      • Sharma S.K.
      • et al.
      Gender difference is associated with severity of coronavirus disease 2019 infection: an insight from a meta-analysis.
      ].
      An additional concern in obese patients, is the loss of functional lung mesenchymal stem cells (MSCs), which has been shown to contribute to pulmonary fibrosis development [
      • Ritter A.
      • Louwen F.
      • Yuan J.
      Deficient primary cilia in obese adipose-derived mesenchymal stem cells: obesity, a secondary ciliopathy?.
      ,
      • Xie T.
      • Liang J.
      • Liu N.
      • Huan C.
      • Zhang Y.
      • Liu W.
      • et al.
      Transcription factor TBX4 regulates myofibroblast accumulation and lung fibrosis.
      ]. Pulmonary fibrosis or fibrous stripes is a severe complication in COVID-19, reportedly observed in approximately 17% of hospitalized patients.

      2.3 Other considerations

      In lymphoid tissues the ectopic lipid accumulation alters both structure and function, leading to impaired development of leucocytes, altered leucocyte subpopulation distribution, impaired lymphocyte activity and a compromised innate lymphoid cell response, which render obese individuals conducive to severe COVID-19 outcomes [
      • Kanneganti T.D.
      • Dixit V.D.
      Immunological complications of obesity.
      ].
      A higher risk of hypercoagulability, and thereby arterial and venous thromboses has been described in COVID-19 patients [
      • Bikdeli B.
      • Madhavan M.V.
      • Jimenez D.
      • Chuich T.
      • Dreyfus I.
      • Driggin E.
      • et al.
      COVID-19 and thrombotic or thromboembolic disease: implications for prevention, antithrombotic therapy, and follow-up: JACC state-of-the-art review.
      ,
      • Hendren N.S.
      • de Lemos J.A.
      • Ayers C.
      • Das S.R.
      • Rao A.
      • Carter S.
      • et al.
      Association of body mass index and age with morbidity and mortality in patients hospitalized with COVID-19: results from the American Heart Association COVID-19 Cardiovascular Disease Registry.
      ]. Notably, lungs from patients who died from COVID-19 ARDS demonstrate pulmonary thrombosis and vascular angiogenesis that are unique compared with ARDS without COVID-19. Obese patients with COVID-19 may have nearly three times the risk of developing pulmonary embolism. Although the mechanisms linking pulmonary embolism and obesity in COVID-19 require further exploration, the endothelial dysfunction, increased ACE2 expression in bronchial epithelial cells (which correlates with interferon responses), and exaggerated inflammatory responses are likely to be contributing factors. Interestingly, patients taking statins to lower cholesterol before presenting with COVID-19 were less likely to have pulmonary embolism.
      Although there is still a great deal to learn about the full spectrum of mechanisms through which obesity promotes severe COVID-19, some of the additional leads relate to common features of obesity, namely dyslipidemia (involving decreased HDL and increased total cholesterol, triglycerides, and LDL) and gut microbiome dysbiosis. Since cholesterol plays a critical role in viral entry and replication, in obesity an unfavorable response to SARS-CoV-2 infection is anticipated. Multiple observational analyses have examined relationships between circulating lipids, statin use, and outcomes, so far however, with somewhat conflicting conclusions [
      • Drucker D.J.
      Diabetes, obesity, metabolism, and SARS-CoV-2 infection: the end of the beginning.
      ,
      • Gkouskou K.
      • Vasilogiannakopoulou T.
      • Andreakos E.
      • Davanos N.
      • Gazouli M.
      • Sanoudou D.
      • et al.
      COVID-19 enters the expanding network of apolipoprotein E4-related pathologies.
      ]. Meanwhile, the underlying gut dysbiosis in obesity can be aggravated during SARS-CoV-2 infection, either by cytokines from the infected respiratory tract or from direct infection of the gut, or both [
      • Hussain I.
      • Cher G.L.Y.
      • Abid M.A.
      • Abid M.B.
      Role of gut microbiome in COVID-19: an insight into pathogenesis and therapeutic potential.
      ]. Enhanced gut dysbiosis leads to augmented intestinal permeability, ultimately exacerbating the systemic inflammatory response [
      • Hussain I.
      • Cher G.L.Y.
      • Abid M.A.
      • Abid M.B.
      Role of gut microbiome in COVID-19: an insight into pathogenesis and therapeutic potential.
      ]. Indeed, an association between the gut microbiome, the levels of cytokines and inflammatory markers, and COVID-19 severity has been described [
      • Yeoh Y.K.
      • Zuo T.
      • Lui G.C.
      • Zhang F.
      • Liu Q.
      • Li A.Y.
      • et al.
      Gut microbiota composition reflects disease severity and dysfunctional immune responses in patients with COVID-19.
      ]. Furthermore, the gut microbiota dysbiosis after disease resolution could contribute to persistent symptoms potentially contributing to the long term COVID-19 syndrome [
      • Yeoh Y.K.
      • Zuo T.
      • Lui G.C.
      • Zhang F.
      • Liu Q.
      • Li A.Y.
      • et al.
      Gut microbiota composition reflects disease severity and dysfunctional immune responses in patients with COVID-19.
      ].
      While the preceding discussion centers on mechanisms by which obesity contributes to severity of COVID-19 outcomes, an important question relates to how the metabolically unhealthy phenotype similarly leads to poor outcomes or alternatively whether there is a relative protection in the MHO phenotype. Thus, as mentioned earlier it is likely that the metabolically unhealthy phenotype is associated with more prominent low-grade inflammation, impaired immune responses, tendency toward hypercoagulability and greater pulmonary dysfunction. Consistent with this, inflammatory cytokines such as IL-6 and TNF are increased in insulin-resistant subjects independent of obesity. Further, the gut microbiota is reported to differ between metabolically healthy and unhealthy phenotypes [
      • Olivares P.
      • Pacheco A.B.F.
      • Aranha L.N.
      • Oliveira B.D.S.
      • Santos A.A.
      • Santos P.
      • et al.
      Gut microbiota of adults with different metabolic phenotypes.
      ,
      • Kim M.H.
      • Yun K.E.
      • Kim J.
      • Park E.
      • Chang Y.
      • Ryu S.
      • et al.
      Gut microbiota and metabolic health among overweight and obese individuals.
      ].

      3. Prevention strategies for limiting the impact of metabolic dysfunction and obesity to severity of COVID-19 outcomes

      Global efforts to mitigate the spread of COVID-19 and to prevent severe disease in those infected have been met with tremendous scientific developments, spearheaded by the production of several vaccines with high efficacy and safety [
      • Tregoning J.S.
      • Flight K.E.
      • Higham S.L.
      • Wang Z.
      • Pierce B.F.
      Progress of the COVID-19 vaccine effort: viruses, vaccines and variants versus efficacy, effectiveness and escape.
      ] (Fig. 2). Prevention strategies for outpatients with COVID-19 at risk of severe disease include neutralizing monoclonal antibodies targeting SARS-CoV-2 [
      • Taylor P.C.
      • Adams A.C.
      • Hufford M.M.
      • de la Torre I.
      • Winthrop K.
      • Gottlieb R.L.
      Neutralizing monoclonal antibodies for treatment of COVID-19.
      ] and two novel oral antiviral agents—Paxlovid and molnupiravir—that are currently under review for emergency use authorization (EUA) by the Food and Drug Administration (FDA) [
      • Cully M.
      A tale of two antiviral targets - and the COVID-19 drugs that bind them.
      ]. While a significant proportion of morbidity and mortality has been avoided because of these advancements, COVID-19 continues to be a serious threat, particularly for individuals with risk factors for severe disease. Recently, attention has been raised regarding waning vaccine-induced immunity [
      • Levin E.G.
      • Lustig Y.
      • Cohen C.
      • Fluss R.
      • Indenbaum V.
      • Amit S.
      • et al.
      Waning immune humoral response to BNT162b2 Covid-19 vaccine over 6 months.
      ,
      • Young-Xu Y.
      • Zwain G.M.
      • Powell E.I.
      • Smith J.
      Estimated effectiveness of COVID-19 messenger RNA vaccination against SARS-CoV-2 infection among older male Veterans Health Administration enrollees, January to September 2021.
      ], prompting the recommendation that all adults receive a booster vaccination six months after completion of the initial Pfizer or Moderna series or two months after completion of the Johnson&Johnson vaccination. This recommendation is particularly relevant for individuals with obesity and metabolic dysfunction, as these populations may already be at higher risk of vaccine breakthrough infections [
      • Stefan N.
      Metabolic disorders, COVID-19 and vaccine-breakthrough infections.
      ]. With the recent rise of the Omicron variant, and concerns regarding potential immune escape [
      • Zhang X.
      • Wu S.
      • Wu B.
      • Yang Q.
      • Chen A.
      • Li Y.
      • et al.
      SARS-CoV-2 Omicron strain exhibits potent capabilities for immune evasion and viral entrance.
      ], strategies to mitigate poor outcomes in persons with obesity and metabolic dysfunction are even more salient.
      Fig. 2
      Fig. 2Overview of lifestyle and pharmacological treatment for obesity.
      Obesity is associated with several weight-related comorbidities, including cardiovascular disease, hypertension, dyslipidemia, metabolic associated fatty liver disease, lung disease, and obstructive sleep apnea. The cornerstone of treatment for obesity is lifestyle modification, namely the prescription of a hypocaloric diet and increased physical activity. The Mediterranean diet may have additional health benefits that are relevant to COVID-19, including antioxidant and anti-inflammatory properties. For patients with a BMI ≥30 kg/m2 or BMI ≥27 kg/m2 in the presence of obesity-related comorbidities who do not reach weight loss goals, pharmacotherapy should be considered as an adjunct to lifestyle modification. In the US, the FDA-approved medications for obesity include phentermine/topiramate, orlistat, naltrexone/bupropion, liraglutide, and semaglutide. Sodium-glucose cotransporter-2 inhibitors are not FDA-approved for weight loss but are also used in the clinic for this purpose.
      Abbreviations: CA, carbonic anhydrase; GABA, gamma aminobutyric acid; GI, gastrointestinal; GLP1-RA, glucagon-like peptide 1 receptor agonist; MAFLD, metabolic associated fatty liver disease; OSA, obstructive sleep apnea; SGLT2i, sodium-glucose cotransporter-2 inhibitor.
      While a renewed focus on the obesity epidemic and strategies for treatment is urgent, there is evidence that the COVID-19 pandemic has made the treatment of obesity even more challenging. One study examining the effects of stay-at-home orders during the pandemic in a sample of adults from an obesity medicine and bariatric surgery clinic found that 69.6% of adults reported more difficulty in losing weight, and 47.9% reported decreased levels of physical activity [
      • Almandoz J.P.
      • Xie L.
      • Schellinger J.N.
      • Mathew M.S.
      • Gazda C.
      • Ofori A.
      • et al.
      Impact of COVID-19 stay-at-home orders on weight-related behaviours among patients with obesity.
      ]. While some reports have noted improvement in diet quality in some geographic regions and populations during the pandemic [
      • Rodríguez-Pérez C.
      • Molina-Montes E.
      • Verardo V.
      • Artacho R.
      • García-Villanova B.
      • Guerra-Hernández E.J.
      • et al.
      Changes in dietary behaviours during the COVID-19 outbreak confinement in the Spanish COVIDiet Study.
      ,
      • Di Renzo L.
      • Gualtieri P.
      • Pivari F.
      • Soldati L.
      • Attinà A.
      • Cinelli G.
      • et al.
      Eating habits and lifestyle changes during COVID-19 lockdown: an Italian survey.
      ], many have noted a decline, including increased consumption of sweets and processed foods, and decreased intake of fruits and vegetables [
      • Deschasaux-Tanguy M.
      • Druesne-Pecollo N.
      • Esseddik Y.
      • de Edelenyi F.S.
      • Allès B.
      • Andreeva V.A.
      • et al.
      Diet and physical activity during the coronavirus disease 2019 (COVID-19) lockdown (March-May 2020): results from the French NutriNet-Santé cohort study.
      ,
      • Bennett G.
      • Young E.
      • Butler I.
      • Coe S.
      The impact of lockdown during the COVID-19 outbreak on dietary habits in various population groups: a scoping review.
      ]. Moreover, disparities in access to healthy, affordable foods are likely to have been exacerbated during the pandemic [
      • Wolfson J.A.
      • Leung C.W.
      Food insecurity and COVID-19: disparities in early effects for US adults.
      ]. In the US, the effects of the pandemic on diet quality, exercise, and psychosocial health have contributed to a concomitant worsening of the obesity epidemic. The Centers for Disease Control and Prevention (CDC) recently analyzed data from a longitudinal cohort of more than 400,000 children and adolescents and found that the rate of BMI increase during the pandemic approximately doubled compared with the pre-pandemic period (Longitudinal Trends in Body Mass Index Before and During the COVID-19 Pandemic Among Persons Aged 2–19 Years — United States, 2018–2020 | MMWR (cdc.gov)). Another analysis from the CDC found that the number of states with an adult obesity prevalence ≥35% increased to 16 in 2020, up from 12 states one year earlier (Obesity, Race/Ethnicity, and COVID-19 | Overweight & Obesity | CDC).
      In this context, the importance of addressing the root causes and underlying drivers of obesity and cardiometabolic risk factors that predispose to severe outcomes is apparent. The mainstay of obesity treatment is comprehensive lifestyle modification, including dietary restriction and increased physical activity [
      • Bray G.A.
      • Heisel W.E.
      • Afshin A.
      • Jensen M.D.
      • Dietz W.H.
      • Long M.
      • et al.
      The science of obesity management: an Endocrine Society scientific statement.
      ] (Fig. 2). For individuals that do not reach treatment goals and have a BMI ≥30 kg/m2 or BMI >27 kg/m2 with one or more weight-related comorbidities pharmacotherapy should be considered as an adjunct to lifestyle modification [
      • Yumuk V.
      • Tsigos C.
      • Fried M.
      • Schindler K.
      • Busetto L.
      • Micic D.
      • et al.
      European guidelines for obesity management in adults.
      ] (Fig. 2). Several medications are FDA-approved for obesity, including phentermine/topiramate, orlistat, naltrexone/buproprion, liraglutide, and the recently approved semaglutide [
      • Angelidi A.M.
      • Belanger M.J.
      • Kokkinos A.
      • Koliaki C.C.
      • Mantzoros C.S.
      Novel non-invasive approaches to the treatment of obesity: from pharmacotherapy to gene therapy.
      ] but are severely underutilized, to a certain extent due to cost. One recent study suggested that use in eligible patients may be as low as 1.3% and that a minority of physicians prescribe these weight loss medications [
      • Saxon D.R.
      • Iwamoto S.J.
      • Mettenbrink C.J.
      • McCormick E.
      • Arterburn D.
      • Daley M.F.
      • et al.
      Antiobesity medication use in 2.2 million adults across eight large health care organizations: 2009–2015.
      ]. Although randomized clinical trial (RCTs) have not directly proven benefits among patients with COVID-19 one would have reasonably expected such benefits. Below we will briefly review current recommendations for the treatment of obesity in the context of recent data relating to COVID-19.

      3.1 Dietary interventions

      The Mediterranean diet (MD) been proposed as a potential dietary approach to address both short- and long-term risks associated with COVID-19 [
      • Angelidi A.M.
      • Kokkinos A.
      • Katechaki E.
      • Ros E.
      • Mantzoros C.S.
      Mediterranean diet as a nutritional approach for COVID-19.
      ]. The MD is characterized by high intake of plant-based foods, including fruits, vegetables, grains, beans, legumes, nuts, and seeds; olive oil as the primary source of fat; low to moderate consumption of fish and poultry; and low intake of red meat and sweets [
      • Willett W.C.
      • Sacks F.
      • Trichopoulou A.
      • Drescher G.
      • Ferro-Luzzi A.
      • Helsing E.
      • et al.
      Mediterranean diet pyramid: a cultural model for healthy eating.
      ]. Notably, the effects of a poor diet on biomarkers of oxidative stress and inflammation have been observed within 60 min of feeding [
      • Dandona P.
      • Ghanim H.
      Diabetes, obesity, COVID-19, insulin, and other antidiabetes drugs.
      ]. In contrast, the MD may exert anti-inflammatory and antioxidant effects through the action of foods rich with bioactive polyphenols that dampen pro-inflammatory cytokine proliferation and inhibit the nuclear factor-κB signaling pathway [
      • Angelidi A.M.
      • Kokkinos A.
      • Katechaki E.
      • Ros E.
      • Mantzoros C.S.
      Mediterranean diet as a nutritional approach for COVID-19.
      ]. Given the exaggerated immune response and pro-thrombotic state associated with severe COVID-19, this dietary pattern may serve to limit further “fuel on the fire” in the short term while conferring long-term beneficial effects on cardiovascular health [
      • Estruch R.
      • Ros E.
      • Salas-Salvadó J.
      • Covas M.I.
      • Corella D.
      • Arós F.
      • et al.
      Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts.
      ]. While clinical trials testing the beneficial effects of the MD on COVID-19 have not been conducted, a limited amount of observational data suggests that a healthy diet may reduce the risk of severe disease from COVID-19. One large prospective study of more than 500,000 UK and US participants of the smartphone-based COVID-19 Symptom Study found that a high diet quality characterized by healthy plant-based foods was associated with a lower risk of severe COVID-19 (HR 0.59; 95% CI: 0.47–0.74 for the highest vs. lowest diet quartile) [
      • Merino J.
      • Joshi A.D.
      • Nguyen L.H.
      • Leeming E.R.
      • Mazidi M.
      • Drew D.A.
      • et al.
      Diet quality and risk and severity of COVID-19: a prospective cohort study.
      ]. Notably, the MD is characterized by mainly plant-derived nutritional components; however, trials specifically testing the MD as a potential therapeutic strategy against COVID-19 are warranted.

      3.2 Physical activity

      Studies have shown that high physical activity levels are protective against COVID-19 mortality in persons with both average weight and obesity [
      • Sallis R.
      • Young D.R.
      • Tartof S.Y.
      • Sallis J.F.
      • Sall J.
      • Li Q.
      • et al.
      Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: a study in 48 440 adult patients.
      ,
      • Hamrouni M.
      • Roberts M.J.
      • Thackray A.
      • Stensel D.J.
      • Bishop N.
      Associations of obesity, physical activity level, inflammation and cardiometabolic health with COVID-19 mortality: a prospective analysis of the UK Biobank cohort.
      ]. A recent prospective cohort study of more than 250,000 participants from the UK BioBank cohort investigated the impact of physical activity on COVID-19 mortality in adults with obesity [
      • Hamrouni M.
      • Roberts M.J.
      • Thackray A.
      • Stensel D.J.
      • Bishop N.
      Associations of obesity, physical activity level, inflammation and cardiometabolic health with COVID-19 mortality: a prospective analysis of the UK Biobank cohort.
      ]. Physical activity level (ascertained by self-report) was classified as high in individuals achieving ≥3000 MET min/week (metabolic equivalent minutes of physical activity), moderate for ≥600 MET min/week, and low for the remainder of activity levels. Compared with highly active adults with a normal BMI as the reference group, the multivariable-adjusted odds ratio (OR) for COVID-19 mortality was 2.85 (95% CI: 1.74 to 4.57) for lowly active adults with obesity and 1.61 (95% CI: 0.98–2.64) for highly active individuals with obesity. While the risk of mortality among highly active adults with obesity vs. highly active adults with normal BMI did not differ significantly, the authors noted that the magnitude of the OR and the 95% CI approaching 1.0 suggests that high levels of physical activity may not entirely attenuate the increased risk of mortality in adults with obesity [
      • Hamrouni M.
      • Roberts M.J.
      • Thackray A.
      • Stensel D.J.
      • Bishop N.
      Associations of obesity, physical activity level, inflammation and cardiometabolic health with COVID-19 mortality: a prospective analysis of the UK Biobank cohort.
      ]. Physical inactivity and visceral obesity are associated with low-grade chronic systemic inflammation, and trials have suggested that exercise and physical activity may improve biomarkers of systemic inflammation [
      • Belanger M.J.
      • Rao P.
      • Robbins J.M.
      Exercise, physical activity and cardiometabolic health: pathophysiologic insights.
      ]. While the mechanistic basis for the observed protective effects of physical activity on COVID-19 in persons with obesity requires further study, physical activity remains an essential aspect of any weight-loss program. Several professional societies and committees recommend that adults perform a minimum of 75 min of vigorous-intensity aerobic activity or 150 min of moderate-intensity aerobic activity each week (or an equivalent combination of the two), in addition to resistance training at least twice per week [
      • Colberg S.R.
      • Sigal R.J.
      • Yardley J.E.
      • Riddell M.C.
      • Dunstan D.W.
      • Dempsey P.C.
      • et al.
      Physical activity/exercise and diabetes: a position statement of the American Diabetes Association.
      ,
      • US Department of Health and Human Services
      Physical activity guidelines for Americans.
      ]. While maintaining optimal amounts of physical activity in the setting of COVID-19 restrictions poses unique challenges, the WHO and others have provided guidance on strategies to reach the recommended amounts of daily physical activity during the pandemic (Stay physically active during self-quarantine (who.int)).

      3.3 Pharmacotherapy

      Several studies have investigated the benefits of glucose-lowering medications on risk of COVID-19 infection or severe outcomes but are largely limited to observational data. Among the glucose-lowering medications studied, sodium-glucose contransporter-2 inhibitors (SGLT2is) and metformin are also often used off-label for their weight loss effects, whereas glucagon-like peptide-1 (GLP-1) receptor agonists (GLP1-RAs) are FDA-approved as described above. In a population-based study of 2.85 million English adults with type 2 diabetes mellitus (T2DM), people prescribed metformin, SGLT2is, and sulfonylureas had a lower risk of COVID-19-related mortality than those not prescribed these medications, whereas the prescription of insulin or DPP4 inhibitors were associated with a higher risk [
      • Khunti K.
      • Knighton P.
      • Zaccardi F.
      • Bakhai C.
      • Barron E.
      • Holman N.
      • et al.
      Prescription of glucose-lowering therapies and risk of COVID-19 mortality in people with type 2 diabetes: a nationwide observational study in England.
      ]. The use of GLP1-RAs or thiazolidinediones was not significantly associated with risk of COVID-19-related mortality. Another large US population-based study found that compared with DPP4 inhibitor use, both GLP1-RA and SGLT2i use was associated with a lower 60-day COVID-related mortality [
      • Kahkoska A.R.
      • Abrahamsen T.J.
      • Alexander G.C.
      • Bennett T.D.
      • Chute C.G.
      • Haendel M.A.
      • et al.
      Association between glucagon-like peptide 1 receptor agonist and sodium-glucose cotransporter 2 inhibitor use and COVID-19 outcomes.
      ]. Moreover, in a large cohort of Veterans Health Administration patients with T2DM (n = 64,892) and COVID-19, the use of SGLT2i, GLP1-RA, or metformin was associated with a lower odds or hazard of adverse outcomes [
      • Wander P.L.
      • Lowy E.
      • Beste L.A.
      • Tulloch-Palomino L.
      • Korpak A.
      • Peterson A.C.
      • et al.
      Prior glucose-lowering medication use and 30-day outcomes among 64,892 veterans with diabetes and COVID-19.
      ].
      While premorbid use of several glucose-lowering agents appears to have a beneficial effect on COVID-19 outcomes based on the above observational data, a limited number of trials have investigated the initiation of anti-hyperglycemic agents as a treatment for COVID-19. The DARE-19 trial was a double-blind, placebo-controlled, phase 3 trial of hospitalized patients with COVID-19 with at least one cardiometabolic risk factor in which patients were randomly assigned to dapagliflozin (SGLT2i) 10 mg oral daily or placebo for 30 days. While dapagliflozin was well-tolerated, there was no statistically significant difference in the rates of organ dysfunction or death between randomized groups [
      • Kosiborod M.N.
      • Esterline R.
      • Furtado R.H.M.
      • Oscarsson J.
      • Gasparyan S.B.
      • Koch G.G.
      • et al.
      Dapagliflozin in patients with cardiometabolic risk factors hospitalised with COVID-19 (DARE-19): a randomised, double-blind, placebo-controlled, phase 3 trial.
      ]. The TOGETHER trial was a placebo-controlled, randomized trial that examined the use of metformin in patients with COVID-19 and at least one risk factor for severe disease and did not find any benefit in any of the pre-specified outcomes, including risk of hospitalization [
      • Reis G.
      • Dos Santos Moreira Silva E.A.
      • Medeiros Silva D.C.
      • Thabane L.
      • Cruz Milagres A.
      • Ferreira T.S.
      • et al.
      Effect of early treatment with metformin on risk of emergency care and hospitalization among patients with COVID-19: the TOGETHER randomized platform clinical trial.
      ]. While other clinical trials are currently underway, observational data should be interpreted cautiously pending confirmation in well-designed randomized trials [
      • Hadjadj S.
      • Wargny M.
      Glucose-lowering treatments and COVID-19 mortality in T2DM.
      ].
      While the possible role of glucose-lowering medications for the prevention or treatment of COVID-19 requires further study, the intersection of the obesity epidemic and the COVID-19 pandemic highlights the urgent need to address the prescription gap for patients meeting criteria for pharmacotherapy for obesity. Semaglutide is a GLP1-RA that was recently approved by the FDA for the treatment of obesity after clinical trials demonstrated a mean weight loss of roughly 15–16% from baseline in the context of lifestyle interventions [
      • Wilding J.P.H.
      • Batterham R.L.
      • Calanna S.
      • Davies M.
      • Van Gaal L.F.
      • Lingvay I.
      • et al.
      Once-weekly semaglutide in adults with overweight or obesity.
      ,
      • Wadden T.A.
      • Bailey T.S.
      • Billings L.K.
      • Davies M.
      • Frias J.P.
      • Koroleva A.
      • et al.
      Effect of subcutaneous semaglutide vs placebo as an adjunct to intensive behavioral therapy on body weight in adults with overweight or obesity: the STEP 3 randomized clinical trial.
      ]. Liraglutide, a member of the same class of medications that preceded semaglutide as an approved medication for obesity, has also been shown to effectively promote healthy weight loss maintenance in conjunction with exercise [
      • Lundgren J.R.
      • Janus C.
      • Jensen S.B.K.
      • Juhl C.R.
      • Olsen L.M.
      • Christensen R.M.
      • et al.
      Healthy weight loss maintenance with exercise, liraglutide, or both combined.
      ]. Trials of several gut peptide hormones with dual- and triple-agonist formulations are in the drug development pipeline and have the potential to reach weight loss thresholds that approach that of bariatric surgery [
      • Angelidi A.M.
      • Belanger M.J.
      • Kokkinos A.
      • Koliaki C.C.
      • Mantzoros C.S.
      Novel non-invasive approaches to the treatment of obesity: from pharmacotherapy to gene therapy.
      ]. While several factors contribute to the low utilization of weight-loss medications, lack of insurance coverage is a major barrier and efforts to ensure the equitable availability to all that meet criteria are of paramount importance.

      3.4 Nutrition and obesity stigma/disparities

      In the US and other areas globally, disparities in nutrition and obesity based on race, ethnicity, and socioeconomic status are closely linked with several cardiometabolic conditions that contribute to disparities in COVID-19 outcomes [
      • Belanger M.J.
      • Hill M.A.
      • Angelidi A.M.
      • Dalamaga M.
      • Sowers J.R.
      • Mantzoros C.S.
      Covid-19 and disparities in nutrition and obesity.
      ]. Moreover, implicit bias against individuals based on body size (i.e., weight stigma) is highly prevalent and may lead to worse outcomes from COVID-19 for persons with obesity through several mechanisms, including unintended weight discrimination by medical providers and reluctance of persons with obesity to seek medical care based on negative prior experiences [
      • Townsend M.J.
      • Kyle T.K.
      • Stanford F.C.
      Commentary: COVID-19 and obesity: exploring biologic vulnerabilities, structural disparities, and weight stigma.
      ]. To achieve population-level changes in obesity and metabolic dysfunction, coordinated responses that address the root cause of the problem are needed. While governmental authorities have increased educational efforts to raise awareness of the salutary effects of increased physical activity and a healthy dietary pattern, many have argued that the root causes of the problem, including poverty, inequity, and financial incentives of the food and drink industry to promulgate energy-dense, ultra-processed foods have not been adequately addressed by current initiatives [
      • Senthilingam M.
      Covid-19 has made the obesity epidemic worse, but failed to ignite enough action.
      ].

      3.5 Alcohol consumption

      It is likely that a complex relationship exists between alcohol consumption and COVID-19 outcomes. Importantly, studies have suggested that factors such as social isolation and depression during the pandemic have increased alcohol consumption [
      • The Lancet Gastroenterology H
      Drinking alone: COVID-19, lockdown, and alcohol-related harm.
      ,
      • Pollard M.S.
      • Tucker J.S.
      • Green Jr., H.D.
      Changes in adult alcohol use and consequences during the COVID-19 pandemic in the US.
      ]. Conversely alcohol consumption may contribute to depression [
      • Stanton R.
      • To Q.G.
      • Khalesi S.
      • Williams S.L.
      • Alley S.J.
      • Thwaite T.L.
      • et al.
      Depression, anxiety and stress during COVID-19: associations with changes in physical activity, sleep, tobacco and alcohol use in Australian adults.
      ]. Excessive alcohol consumption could contribute to severe outcomes through a variety of mechanisms including weight gain, poor nutrition, impaired immune responses and heightening of the inflammatory environment particularly in organs such as liver, pancreas, and heart [
      • Alberca R.W.
      • Rigato P.O.
      • Ramos Y.A.L.
      • Teixeira F.M.E.
      • Branco A.C.C.
      • Fernandes I.G.
      • et al.
      Clinical characteristics and survival analysis in frequent alcohol consumers with COVID-19.
      ,
      • Bala S.
      • Marcos M.
      • Kodys K.
      • Csak T.
      • Catalano D.
      • Mandrekar P.
      • et al.
      Up-regulation of microRNA-155 in macrophages contributes to increased tumor necrosis factor {alpha} (TNF{alpha}) production via increased mRNA half-life in alcoholic liver disease.
      ,
      • Sarkar D.
      • Jung M.K.
      • Wang H.J.
      Alcohol and the immune system.
      ]. Relevant to COVID-19 outcomes a recent meta-analysis concluded that high alcohol consumption significantly increases the risk of ARDS [
      • Simou E.
      • Leonardi-Bee J.
      • Britton J.
      The effect of alcohol consumption on the risk of ARDS: a systematic review and meta-analysis.
      ]. Further, the results of a Mendalian Randomization study using data from the UK Biobank suggests an interaction between alcohol consumption and severe COVID-19 outcomes (ICU admission and mortality) in obese subjects [
      • Fan X.
      • Liu Z.
      • Poulsen K.L.
      • Wu X.
      • Miyata T.
      • Dasarathy S.
      • et al.
      Alcohol consumption is associated with poor prognosis in obese patients with COVID-19: a Mendelian randomization study using UK Biobank.
      ] although this study was limited in terms of racial diversity, robustness of self-reporting of alcohol consumption and detailed assessment of outcomes.

      4. Do metabolic dysfunction and obesity predispose to ‘long term COVID syndrome’

      Early in the pandemic, COVID-19 was initially considered an acute disease without long-term effects. However, many people, including physicians, started to share impressions of lasting effects from the infection in social support groups. It slowly became clear that a number of COVID-19 survivors experience persistent symptoms. Scientific and medical communities identified the constellation of long-term symptoms as long COVID or post-COVID syndrome [
      • Yong S.J.
      Long COVID or post-COVID-19 syndrome: putative pathophysiology, risk factors, and treatments.
      ,
      • Mahase E.
      Covid-19: what do we know about “long covid”?.
      ]. While the exact definition of long COVID is not well established of yet, the most common description is symptoms lasting for more than three months after first symptom onset.
      The most frequent symptoms of long COVID are fatigue and dyspnea [
      • Sudre C.H.
      • Murray B.
      • Varsavsky T.
      • Graham M.S.
      • Penfold R.S.
      • Bowyer R.C.
      • et al.
      Attributes and predictors of long COVID.
      ]. Other symptoms include cognitive disorders, headache, myalgia, chest pain, joint pains, smell and taste dysfunctions, hair loss, upper respiratory symptoms, and gastrointestinal issues. The exact mechanism for the development of long COVID has not yet been identified. It has, however, been proposed that it could result from a combination of sequelae of organ damage, persistent chronic inflammation, and a non-specific effect of prolonged hospitalization. Individuals with long COVID can also present with endocrinopathy including diabetes mellitus [
      • Khunti K.
      • Davies M.J.
      • Kosiborod M.N.
      • Nauck M.A.
      Long COVID - metabolic risk factors and novel therapeutic management.
      ]. Studies suggest that COVID-19 may induce an autoimmune destruction of islet cells leading to new-onset diabetes mellitus or worsening of hyperglycemia. The pro-inflammatory environment induced by cytokine storm could lead to hyperglycemia, insulin resistance, and beta-cell dysfunction which may persist even in the post-acute phase of COVID-19 [
      • Montefusco L.
      • Ben Nasr M.
      • D’Addio F.
      • Loretelli C.
      • Rossi A.
      • Pastore I.
      • et al.
      Acute and long-term disruption of glycometabolic control after SARS-CoV-2 infection.
      ].
      Interestingly, long COVID may affect individuals regardless of age or disease severity. Some studies identified risk factors of long COVID including female sex, more than five early symptoms, and initial acute COVID-19 severity [
      • Sudre C.H.
      • Murray B.
      • Varsavsky T.
      • Graham M.S.
      • Penfold R.S.
      • Bowyer R.C.
      • et al.
      Attributes and predictors of long COVID.
      ]. Metabolic comorbidities including diabetes and obesity have been established to cause more serious COVID-19, but there is no clear link yet between these risk factors and long COVID. A study of more than 4000 adults with long COVID, found that elevated BMI is associated with an increased risk for long COVID [
      • Sudre C.H.
      • Murray B.
      • Varsavsky T.
      • Graham M.S.
      • Penfold R.S.
      • Bowyer R.C.
      • et al.
      Attributes and predictors of long COVID.
      ]. The risk for long COVID is more pronounced in adults with moderate and severe obesity [
      • Aminian A.
      • Bena J.
      • Pantalone K.M.
      • Burguera B.
      Association of obesity with postacute sequelae of COVID-19.
      ,
      • Vimercati L.
      • De Maria L.
      • Quarato M.
      • Caputi A.
      • Gesualdo L.
      • Migliore G.
      • et al.
      Association between long COVID and overweight/obesity.
      ]. Among different preexisting conditions including diabetes, asthma was the only other condition associated with long COVID [
      • Sudre C.H.
      • Murray B.
      • Varsavsky T.
      • Graham M.S.
      • Penfold R.S.
      • Bowyer R.C.
      • et al.
      Attributes and predictors of long COVID.
      ]. In comparison, among pediatric population, older age and allergic disease are risk factors for long COVID but has no association with metabolic dysfunction [
      • Osmanov I.M.
      • Spiridonova E.
      • Bobkova P.
      • Gamirova A.
      • Shikhaleva A.
      • Andreeva M.
      Risk factors for long covid in previously hospitalised children using the ISARIC Global follow-up protocol: a prospective cohort study.
      ]. On the contrary, a recent review regarding the association of long COVID-19 and diabetes emphasized the bidirectional relationship between these two conditions. Diabetes increases severe outcomes of COVID and eventually predisposes to long COVID. On the other hand, COVID-19 can result in new-onset hyperglycemia or worsening glycemic control [
      • Raveendran A.V.
      • Misra A.
      Post COVID-19 syndrome (“Long COVID”) and diabetes: challenges in diagnosis and management.
      ,
      • Unnikrishnan R.
      • Misra A.
      Diabetes and COVID19: a bidirectional relationship.
      ]. It has been postulated that diabetes increases the risk for long-term sequelae from COVID because both disease processes share similar pathology including hyperglycemia, inflammation, tissue damage, hypercoagulability, and endothelial dysfunction which could lead eventually to organ dysfunction causing prolonged symptoms [
      • Feldman E.L.
      • Savelieff M.G.
      • Hayek S.S.
      • Pennathur S.
      • Kretzler M.
      • Pop-Busui R.
      COVID-19 and diabetes: a collision and collusion of two diseases.
      ].
      In managing patients with long COVID, studies suggest a multidisciplinary and holistic approach to screen, diagnose, and treat affected patients [
      • Mendelson M.
      • Nel J.
      • Blumberg L.
      • Madhi S.A.
      • Dryden M.
      • Stevens W.
      • et al.
      Long-COVID: an evolving problem with an extensive impact.
      ,
      • Raveendran A.V.
      • Jayadevan R.
      • Sashidharan S.
      Long COVID: an overview.
      ,
      • Yan Z.
      • Yang M.
      • Lai C.L.
      Long COVID-19 syndrome: a comprehensive review of its effect on various organ systems and recommendation on rehabilitation plans.
      ,
      • Akbarialiabad H.
      • Taghrir M.H.
      • Abdollahi A.
      • Ghahramani N.
      • Kumar M.
      • Paydar S.
      • et al.
      Long COVID, a comprehensive systematic scoping review.
      ]. Prompt identification of patients at risk for long COVID should be performed. Regarding metabolic derangements, useful investigation tools include blood glucose, hemoglobin A1c, C-peptide, and urine/plasma ketones depending on the clinical scenario [
      • Yan Z.
      • Yang M.
      • Lai C.L.
      Long COVID-19 syndrome: a comprehensive review of its effect on various organ systems and recommendation on rehabilitation plans.
      ]. Minor symptoms including cough and pain can be treated symptomatically. Since chronic inflammation and oxidative stress are potential mechanisms of long COVID, non-steroidal anti-inflammatory drugs, corticosteroids, antioxidants, and CoQ10 are potential treatment options [
      • Akbarialiabad H.
      • Taghrir M.H.
      • Abdollahi A.
      • Ghahramani N.
      • Kumar M.
      • Paydar S.
      • et al.
      Long COVID, a comprehensive systematic scoping review.
      ]. In managing metabolic factors, adequate control of diabetes, appropriate use of glucocorticoids, proper nutrition, and exercise could help decrease the risk and also manage long COVID. Lastly, early rehabilitation appears equally important to help improve long-term recovery and functional status of individuals with long COVID [
      • Roth A.
      • Chan P.S.
      • Jonas W.
      Addressing the long COVID crisis: integrative health and long COVID.
      ].

      5. Conclusion

      Obesity, cardiometabolic dysfunction and type 2 diabetes are now well accepted to be substantial risk factors for poor outcomes (intensive hospital stays, mechanical ventilation and death) following SARS-CoV-2 infection. While emphasis has generally been placed on overt obesity (as assessed by BMI), the metabolically unhealthy phenotype (characterized by dystopic fat deposition outside of the normal storage space in subcutaneous adipose tissue, accompanied by dysregulated adipose tissue distribution intra-abdominally and in organs such as liver causing NAFLD accompanied by abnormal markers of metabolic syndrome) appears to contribute to poor COVID-19 outcomes, irrespective of marked obesity. Although the precise mechanisms linking metabolic dysfunction to a poor clinical course require further clarification it is likely that baseline low grade tissue and systemic inflammation adds to the viral-induced inflammatory response leading to manifestations including cytokine storm, a hypercoagulable state and multi-system dysfunction. Given the ongoing nature of the pandemic and the identification of a long COVID syndrome close attention needs to be paid to patients who are obese or who demonstrate metabolic dysfunction. In addition to promoting vaccination and strategies to mitigate exposure to SARS-CoV-2, close and proactive clinical management is required with respect to proper nutrition, weight management, pharmacotherapy and psychosocial issues which has the potential to greatly diminish morbidity and mortality from SARS-CoV-2.

      CRediT authorship contribution statement

      All authors contributed to the content, writing, and editing of the manuscript.

      Declaration of competing interest

      No relevant disclosures exist for this work.

      Acknowledgments

      DS is supported by a CUREPLaN grant from the Leducq Foundation for Cardiovascular Research (18CVD01).

      References

        • Thakur B.
        • Dubey P.
        • Benitez J.
        • Torres J.P.
        • Reddy S.
        • Shokar N.
        • et al.
        A systematic review and meta-analysis of geographic differences in comorbidities and associated severity and mortality among individuals with COVID-19.
        Sci Rep. 2021; 11: 8562
        • Steenblock C.
        • Schwarz P.E.H.
        • Ludwig B.
        • Linkermann A.
        • Zimmet P.
        • Kulebyakin K.
        • et al.
        COVID-19 and metabolic disease: mechanisms and clinical management.
        Lancet Diabetes Endocrinol. 2021; 9: 786-798
        • Clark A.
        • Jit M.
        • Warren-Gash C.
        • Guthrie B.
        • Wang H.H.X.
        • Mercer S.W.
        • et al.
        Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study.
        Lancet Glob Health. 2020; 8: e1003-e1017
        • Palaiodimos L.
        • Kokkinidis D.G.
        • Li W.
        • Karamanis D.
        • Ognibene J.
        • Arora S.
        • et al.
        Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York.
        Metabolism. 2020; 108154262
        • Drucker D.J.
        Diabetes, obesity, metabolism, and SARS-CoV-2 infection: the end of the beginning.
        Cell Metab. 2021; 33: 479-498
        • Hill M.A.
        • Sowers J.R.
        • Mantzoros C.S.
        Commentary: COVID-19 and obesity pandemics converge into a syndemic requiring urgent and multidisciplinary action.
        Metabolism. 2021; 114154408
        • Hill M.A.
        • Mantzoros C.
        • Sowers J.R.
        Commentary: COVID-19 in patients with diabetes.
        Metabolism. 2020; 107154217
        • Watanabe M.
        • Caruso D.
        • Tuccinardi D.
        • Risi R.
        • Zerunian M.
        • Polici M.
        • et al.
        Visceral fat shows the strongest association with the need of intensive care in patients with COVID-19.
        Metabolism. 2020; 111154319
        • Petersen A.
        • Bressem K.
        • Albrecht J.
        • Thiess H.M.
        • Vahldiek J.
        • Hamm B.
        • et al.
        The role of visceral adiposity in the severity of COVID-19: highlights from a unicenter cross-sectional pilot study in Germany.
        Metabolism. 2020; 110154317
        • Favre G.
        • Legueult K.
        • Pradier C.
        • Raffaelli C.
        • Ichai C.
        • Iannelli A.
        • et al.
        Visceral fat is associated to the severity of COVID-19.
        Metabolism. 2021; 115154440
        • Fontana L.
        • Eagon J.C.
        • Trujillo M.E.
        • Scherer P.E.
        • Klein S.
        Visceral fat adipokine secretion is associated with systemic inflammation in obese humans.
        Diabetes. 2007; 56: 1010-1013
        • Boutari C.
        • Mantzoros C.S.
        Adiponectin and leptin in the diagnosis and therapy of NAFLD.
        Metabolism. 2020; 103154028
        • Malavazos A.E.
        • Goldberger J.J.
        • Iacobellis G.
        Does epicardial fat contribute to COVID-19 myocardial inflammation?.
        Eur Heart J. 2020; 41: 2333
        • Lasbleiz A.
        • Gaborit B.
        • Soghomonian A.
        • Bartoli A.
        • Ancel P.
        • Jacquier A.
        • et al.
        COVID-19 and obesity: role of ectopic visceral and Epicardial adipose tissues in myocardial injury.
        Front Endocrinol (Lausanne). 2021; 12726967
        • Woolcott O.O.
        • Bergman R.N.
        Relative fat mass (RFM) as a new estimator of whole-body fat percentage horizontal line a cross-sectional study in American adult individuals.
        Sci Rep. 2018; 8: 10980
        • Abramowitz M.K.
        • Hall C.B.
        • Amodu A.
        • Sharma D.
        • Androga L.
        • Hawkins M.
        Muscle mass, BMI, and mortality among adults in the United States: a population-based cohort study.
        PLoS One. 2018; 13e0194697
        • Kim N.H.
        • Kim K.J.
        • Choi J.
        • Kim S.G.
        Metabolically unhealthy individuals, either with obesity or not, have a higher risk of critical coronavirus disease 2019 outcomes than metabolically healthy individuals without obesity.
        Metabolism. 2021; (Online ahead of print)154894https://doi.org/10.1016/j.metabol.2021.154894
        • Kouvari M.
        • Chrysohoou C.
        • Skoumas J.
        • Pitsavos C.
        • Panagiotakos D.B.
        • Mantzoros C.S.
        The presence of NAFLD influences the transition of metabolically healthy to metabolically unhealthy obesity and the ten-year cardiovascular disease risk: a population-based cohort stud.
        Metabolism. 2021; (Online ahead of print)154893https://doi.org/10.1016/j.metabol.2021.154893
        • Wang G.
        • Wu S.
        • Wu C.
        • Zhang Q.
        • Wu F.
        • Yu B.
        • et al.
        Association between non-alcoholic fatty liver disease with the susceptibility and outcome of COVID-19: a retrospective study.
        J Cell Mol Med. 2021; 25: 11212-11220
        • Yoo H.W.
        • Jin H.Y.
        • Yon D.K.
        • Effenberger M.
        • Shin Y.H.
        • Kim S.Y.
        • et al.
        Non-alcoholic fatty liver disease and COVID-19 susceptibility and outcomes: a Korean nationwide cohort.
        J Korean Med Sci. 2021; 36e291
        • Ji D.
        • Zhang M.
        • Qin E.
        • Zhang L.
        • Xu J.
        • Wang Y.
        • et al.
        Letter to the Editor: obesity, diabetes, non-alcoholic fatty liver disease and metabolic dysfunction associated fatty liver disease are proinflammatory hypercoagulable states associated with severe disease and thrombosis in Covid-19.
        Metabolism. 2021; 115154437
        • Cordeiro A.
        • Ribamar A.
        • Ramalho A.
        Adipose tissue dysfunction and MAFLD in obesity on the scene of COVID-19.
        Clin Res Hepatol Gastroenterol. 2021; 46101807
        • Christou K.A.
        • Christou G.A.
        • Karamoutsios A.
        • Vartholomatos G.
        • Gartzonika K.
        • Tsatsoulis A.
        • et al.
        Metabolically healthy obesity is characterized by a proinflammatory phenotype of circulating monocyte subsets.
        Metab Syndr Relat Disord. 2019; 17: 259-265
        • Hwang Y.C.
        • Ahn H.Y.
        • Park C.Y.
        Association between nonalcoholic fatty liver disease and future deterioration of metabolic health: a cohort study.
        Obesity (Silver Spring). 2019; 27: 1360-1366
        • Morais A.H.A.
        • Passos T.S.
        • de Lima Vale S.H.
        • da Silva Maia J.K.
        • Maciel B.L.L.
        Obesity and the increased risk for COVID-19: mechanisms and nutritional management.
        Nutr Res Rev. 2021; 34: 209-221
        • AlZaim I.
        • Hammoud S.H.
        • Al-Koussa H.
        • Ghazi A.
        • Eid A.H.
        • El-Yazbi A.F.
        Adipose tissue immunomodulation: a novel therapeutic approach in cardiovascular and metabolic diseases.
        Front Cardiovasc Med. 2020; 7602088
        • Liu R.
        • Nikolajczyk B.S.
        Tissue immune cells fuel obesity-associated inflammation in adipose tissue and beyond.
        Front Immunol. 2019; 10: 1587
        • Konner A.C.
        • Bruning J.C.
        Toll-like receptors: linking inflammation to metabolism.
        Trends Endocrinol Metab. 2011; 22: 16-23
        • Maurya R.
        • Sebastian P.
        • Namdeo M.
        • Devender M.
        • Gertler A.
        COVID-19 severity in obesity: leptin and inflammatory cytokine interplay in the link between high morbidity and mortality.
        Front Immunol. 2021; 12649359
        • Bhaskar S.
        • Sinha A.
        • Banach M.
        • Mittoo S.
        • Weissert R.
        • Kass J.S.
        • et al.
        Cytokine storm in COVID-19-immunopathological mechanisms, clinical considerations, and therapeutic approaches: the REPROGRAM Consortium position paper.
        Front Immunol. 2020; 11: 1648
        • Fernandez-Sanchez A.
        • Madrigal-Santillan E.
        • Bautista M.
        • Esquivel-Soto J.
        • Morales-Gonzalez A.
        • Esquivel-Chirino C.
        • et al.
        Inflammation, oxidative stress, and obesity.
        Int J Mol Sci. 2011; 12: 3117-3132
        • Ives A.
        • Nomura J.
        • Martinon F.
        • Roger T.
        • LeRoy D.
        • Miner J.N.
        • et al.
        Xanthine oxidoreductase regulates macrophage IL1beta secretion upon NLRP3 inflammasome activation.
        Nat Commun. 2015; 6: 6555
        • Raghuraman S.
        • Donkin I.
        • Versteyhe S.
        • Barres R.
        • Simar D.
        The emerging role of epigenetics in inflammation and immunometabolism.
        Trends Endocrinol Metab. 2016; 27: 782-795
        • Caslin H.L.
        • Hasty A.H.
        Extrinsic and intrinsic immunometabolism converge: perspectives on future research and therapeutic development for obesity.
        Curr Obes Rep. 2019; 8: 210-219
        • Mittal B.
        Subcutaneous adipose tissue & visceral adipose tissue.
        Indian J Med Res. 2019; 149: 571-573
        • Martínez-Colón G.J.
        • Ratnasiri K.
        • Chen H.
        • Jiang S.
        • Zanley E.
        • Rustagi A.
        • et al.
        SARS-CoV-2 infects human adipose tissue and elicits an inflammatory response consistent with severe COVID-19.
        bioRxiv. 2021; https://doi.org/10.1101/2021.10.24.465626
        • Lanza K.
        • Perez L.G.
        • Costa L.B.
        • Cordeiro T.M.
        • Palmeira V.A.
        • Ribeiro V.T.
        • et al.
        Covid-19: the renin-angiotensin system imbalance hypothesis.
        Clin Sci (Lond). 2020; 134: 1259-1264
        • Albashir A.A.D.
        The potential impacts of obesity on COVID-19.
        Clin Med (Lond). 2020; 20: e109-e113
        • Mancuso P.
        Obesity and lung inflammation.
        J Appl Physiol. 1985; 2010: 722-728
        • Wu C.
        • Chen X.
        • Cai Y.
        • Xia J.
        • Zhou X.
        • Xu S.
        • et al.
        Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China.
        JAMA Intern Med. 2020; 180: 934-943
        • Cyranoski D.
        Profile of a killer: the complex biology powering the coronavirus pandemic.
        Nature. 2020; 581: 22-26
        • Sarver D.C.
        • Wong G.W.
        Obesity alters Ace2 and Tmprss2 expression in lung, trachea, and esophagus in a sex-dependent manner: implications for COVID-19.
        Biochem Biophys Res Commun. 2021; 538: 92-96
        • Grasselli G.
        • Zangrillo A.
        • Zanella A.
        • Antonelli M.
        • Cabrini L.
        • Castelli A.
        • et al.
        Baseline characteristics and outcomes of 1591 patients infected with SARS-CoV-2 admitted to ICUs of the Lombardy Region, Italy.
        JAMA. 2020; 323: 1574-1581
        • Ueyama H.
        • Kuno T.
        • Takagi H.
        • Krishnamoorthy P.
        • Vengrenyuk Y.
        • Sharma S.K.
        • et al.
        Gender difference is associated with severity of coronavirus disease 2019 infection: an insight from a meta-analysis.
        Crit Care Explor. 2020; 2e0148
        • Ritter A.
        • Louwen F.
        • Yuan J.
        Deficient primary cilia in obese adipose-derived mesenchymal stem cells: obesity, a secondary ciliopathy?.
        Obes Rev. 2018; 19: 1317-1328
        • Xie T.
        • Liang J.
        • Liu N.
        • Huan C.
        • Zhang Y.
        • Liu W.
        • et al.
        Transcription factor TBX4 regulates myofibroblast accumulation and lung fibrosis.
        J Clin Invest. 2016; 126: 3063-3079
        • Kanneganti T.D.
        • Dixit V.D.
        Immunological complications of obesity.
        Nat Immunol. 2012; 13: 707-712
        • Bikdeli B.
        • Madhavan M.V.
        • Jimenez D.
        • Chuich T.
        • Dreyfus I.
        • Driggin E.
        • et al.
        COVID-19 and thrombotic or thromboembolic disease: implications for prevention, antithrombotic therapy, and follow-up: JACC state-of-the-art review.
        J Am Coll Cardiol. 2020; 75: 2950-2973
        • Hendren N.S.
        • de Lemos J.A.
        • Ayers C.
        • Das S.R.
        • Rao A.
        • Carter S.
        • et al.
        Association of body mass index and age with morbidity and mortality in patients hospitalized with COVID-19: results from the American Heart Association COVID-19 Cardiovascular Disease Registry.
        Circulation. 2021; 143: 135-144
        • Gkouskou K.
        • Vasilogiannakopoulou T.
        • Andreakos E.
        • Davanos N.
        • Gazouli M.
        • Sanoudou D.
        • et al.
        COVID-19 enters the expanding network of apolipoprotein E4-related pathologies.
        Redox Biol. 2021; 41101938
        • Hussain I.
        • Cher G.L.Y.
        • Abid M.A.
        • Abid M.B.
        Role of gut microbiome in COVID-19: an insight into pathogenesis and therapeutic potential.
        Front Immunol. 2021; 12765965
        • Yeoh Y.K.
        • Zuo T.
        • Lui G.C.
        • Zhang F.
        • Liu Q.
        • Li A.Y.
        • et al.
        Gut microbiota composition reflects disease severity and dysfunctional immune responses in patients with COVID-19.
        Gut. 2021; 70: 698-706
        • Olivares P.
        • Pacheco A.B.F.
        • Aranha L.N.
        • Oliveira B.D.S.
        • Santos A.A.
        • Santos P.
        • et al.
        Gut microbiota of adults with different metabolic phenotypes.
        Nutrition. 2021; 90111293
        • Kim M.H.
        • Yun K.E.
        • Kim J.
        • Park E.
        • Chang Y.
        • Ryu S.
        • et al.
        Gut microbiota and metabolic health among overweight and obese individuals.
        Sci Rep. 2020; 10: 19417
        • Tregoning J.S.
        • Flight K.E.
        • Higham S.L.
        • Wang Z.
        • Pierce B.F.
        Progress of the COVID-19 vaccine effort: viruses, vaccines and variants versus efficacy, effectiveness and escape.
        Nat Rev Immunol. 2021; 21: 626-636
        • Taylor P.C.
        • Adams A.C.
        • Hufford M.M.
        • de la Torre I.
        • Winthrop K.
        • Gottlieb R.L.
        Neutralizing monoclonal antibodies for treatment of COVID-19.
        Nat Rev Immunol. 2021; 21: 382-393
        • Cully M.
        A tale of two antiviral targets - and the COVID-19 drugs that bind them.
        Nat Rev Drug Discov. 2021; 21: 3-5https://doi.org/10.1038/d41573-021-00202-8
        • Levin E.G.
        • Lustig Y.
        • Cohen C.
        • Fluss R.
        • Indenbaum V.
        • Amit S.
        • et al.
        Waning immune humoral response to BNT162b2 Covid-19 vaccine over 6 months.
        N Engl J Med. 2021; 385e84
        • Young-Xu Y.
        • Zwain G.M.
        • Powell E.I.
        • Smith J.
        Estimated effectiveness of COVID-19 messenger RNA vaccination against SARS-CoV-2 infection among older male Veterans Health Administration enrollees, January to September 2021.
        JAMA Netw Open. 2021; 4e2138975
        • Stefan N.
        Metabolic disorders, COVID-19 and vaccine-breakthrough infections.
        Nat Rev Endocrinol. 2021; 1-2
        • Zhang X.
        • Wu S.
        • Wu B.
        • Yang Q.
        • Chen A.
        • Li Y.
        • et al.
        SARS-CoV-2 Omicron strain exhibits potent capabilities for immune evasion and viral entrance.
        Signal Transduct Target Ther. 2021; 6: 430
        • Almandoz J.P.
        • Xie L.
        • Schellinger J.N.
        • Mathew M.S.
        • Gazda C.
        • Ofori A.
        • et al.
        Impact of COVID-19 stay-at-home orders on weight-related behaviours among patients with obesity.
        Clin Obes. 2020; 10e12386
        • Rodríguez-Pérez C.
        • Molina-Montes E.
        • Verardo V.
        • Artacho R.
        • García-Villanova B.
        • Guerra-Hernández E.J.
        • et al.
        Changes in dietary behaviours during the COVID-19 outbreak confinement in the Spanish COVIDiet Study.
        Nutrients. 2020; 12
        • Di Renzo L.
        • Gualtieri P.
        • Pivari F.
        • Soldati L.
        • Attinà A.
        • Cinelli G.
        • et al.
        Eating habits and lifestyle changes during COVID-19 lockdown: an Italian survey.
        J Transl Med. 2020; 18: 229
        • Deschasaux-Tanguy M.
        • Druesne-Pecollo N.
        • Esseddik Y.
        • de Edelenyi F.S.
        • Allès B.
        • Andreeva V.A.
        • et al.
        Diet and physical activity during the coronavirus disease 2019 (COVID-19) lockdown (March-May 2020): results from the French NutriNet-Santé cohort study.
        Am J Clin Nutr. 2021; 113: 924-938
        • Bennett G.
        • Young E.
        • Butler I.
        • Coe S.
        The impact of lockdown during the COVID-19 outbreak on dietary habits in various population groups: a scoping review.
        Front Nutr. 2021; 8626432
        • Wolfson J.A.
        • Leung C.W.
        Food insecurity and COVID-19: disparities in early effects for US adults.
        Nutrients. 2020; 12
        • Bray G.A.
        • Heisel W.E.
        • Afshin A.
        • Jensen M.D.
        • Dietz W.H.
        • Long M.
        • et al.
        The science of obesity management: an Endocrine Society scientific statement.
        Endocr Rev. 2018; 39: 79-132
        • Yumuk V.
        • Tsigos C.
        • Fried M.
        • Schindler K.
        • Busetto L.
        • Micic D.
        • et al.
        European guidelines for obesity management in adults.
        Obes Facts. 2015; 8: 402-424
        • Angelidi A.M.
        • Belanger M.J.
        • Kokkinos A.
        • Koliaki C.C.
        • Mantzoros C.S.
        Novel non-invasive approaches to the treatment of obesity: from pharmacotherapy to gene therapy.
        Endocr Rev. 2021; bnab034 (Online ahead of print)https://doi.org/10.1210/endrev/bnab034
        • Saxon D.R.
        • Iwamoto S.J.
        • Mettenbrink C.J.
        • McCormick E.
        • Arterburn D.
        • Daley M.F.
        • et al.
        Antiobesity medication use in 2.2 million adults across eight large health care organizations: 2009–2015.
        Obesity (Silver Spring). 2019; 27: 1975-1981
        • Angelidi A.M.
        • Kokkinos A.
        • Katechaki E.
        • Ros E.
        • Mantzoros C.S.
        Mediterranean diet as a nutritional approach for COVID-19.
        Metabolism. 2021; 114154407
        • Willett W.C.
        • Sacks F.
        • Trichopoulou A.
        • Drescher G.
        • Ferro-Luzzi A.
        • Helsing E.
        • et al.
        Mediterranean diet pyramid: a cultural model for healthy eating.
        Am J Clin Nutr. 1995; 61: 1402s-1406s
        • Dandona P.
        • Ghanim H.
        Diabetes, obesity, COVID-19, insulin, and other antidiabetes drugs.
        Diabetes Care. 2021; 44: 1929-1933
        • Estruch R.
        • Ros E.
        • Salas-Salvadó J.
        • Covas M.I.
        • Corella D.
        • Arós F.
        • et al.
        Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts.
        N Engl J Med. 2018; 378e34
        • Merino J.
        • Joshi A.D.
        • Nguyen L.H.
        • Leeming E.R.
        • Mazidi M.
        • Drew D.A.
        • et al.
        Diet quality and risk and severity of COVID-19: a prospective cohort study.
        Gut. 2021; 70: 2096-2104
        • Sallis R.
        • Young D.R.
        • Tartof S.Y.
        • Sallis J.F.
        • Sall J.
        • Li Q.
        • et al.
        Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: a study in 48 440 adult patients.
        Br J Sports Med. 2021; 55: 1099-1105
        • Hamrouni M.
        • Roberts M.J.
        • Thackray A.
        • Stensel D.J.
        • Bishop N.
        Associations of obesity, physical activity level, inflammation and cardiometabolic health with COVID-19 mortality: a prospective analysis of the UK Biobank cohort.
        BMJ Open. 2021; 11e055003
        • Belanger M.J.
        • Rao P.
        • Robbins J.M.
        Exercise, physical activity and cardiometabolic health: pathophysiologic insights.
        Cardiol Rev. 2021; (Online ahead of print)https://doi.org/10.1097/CRD.0000000000000417
        • Colberg S.R.
        • Sigal R.J.
        • Yardley J.E.
        • Riddell M.C.
        • Dunstan D.W.
        • Dempsey P.C.
        • et al.
        Physical activity/exercise and diabetes: a position statement of the American Diabetes Association.
        Diabetes Care. 2016; 39: 2065-2079
        • US Department of Health and Human Services
        Physical activity guidelines for Americans.
        2nd ed. US Dept of Health and Human Services, Wasington, DC2018
        • Khunti K.
        • Knighton P.
        • Zaccardi F.
        • Bakhai C.
        • Barron E.
        • Holman N.
        • et al.
        Prescription of glucose-lowering therapies and risk of COVID-19 mortality in people with type 2 diabetes: a nationwide observational study in England.
        Lancet Diabetes Endocrinol. 2021; 9: 293-303
        • Kahkoska A.R.
        • Abrahamsen T.J.
        • Alexander G.C.
        • Bennett T.D.
        • Chute C.G.
        • Haendel M.A.
        • et al.
        Association between glucagon-like peptide 1 receptor agonist and sodium-glucose cotransporter 2 inhibitor use and COVID-19 outcomes.
        Diabetes Care. 2021; 44: 1564-1572
        • Wander P.L.
        • Lowy E.
        • Beste L.A.
        • Tulloch-Palomino L.
        • Korpak A.
        • Peterson A.C.
        • et al.
        Prior glucose-lowering medication use and 30-day outcomes among 64,892 veterans with diabetes and COVID-19.
        Diabetes Care. 2021; 44: 2708-2713
        • Kosiborod M.N.
        • Esterline R.
        • Furtado R.H.M.
        • Oscarsson J.
        • Gasparyan S.B.
        • Koch G.G.
        • et al.
        Dapagliflozin in patients with cardiometabolic risk factors hospitalised with COVID-19 (DARE-19): a randomised, double-blind, placebo-controlled, phase 3 trial.
        Lancet Diabetes Endocrinol. 2021; 9: 586-594
        • Reis G.
        • Dos Santos Moreira Silva E.A.
        • Medeiros Silva D.C.
        • Thabane L.
        • Cruz Milagres A.
        • Ferreira T.S.
        • et al.
        Effect of early treatment with metformin on risk of emergency care and hospitalization among patients with COVID-19: the TOGETHER randomized platform clinical trial.
        Lancet Reg Health Am. 2022; 6100142
        • Hadjadj S.
        • Wargny M.
        Glucose-lowering treatments and COVID-19 mortality in T2DM.
        Nat Rev Endocrinol. 2021; 17: 387-388
        • Wilding J.P.H.
        • Batterham R.L.
        • Calanna S.
        • Davies M.
        • Van Gaal L.F.
        • Lingvay I.
        • et al.
        Once-weekly semaglutide in adults with overweight or obesity.
        N Engl J Med. 2021; 384: 989
        • Wadden T.A.
        • Bailey T.S.
        • Billings L.K.
        • Davies M.
        • Frias J.P.
        • Koroleva A.
        • et al.
        Effect of subcutaneous semaglutide vs placebo as an adjunct to intensive behavioral therapy on body weight in adults with overweight or obesity: the STEP 3 randomized clinical trial.
        JAMA. 2021; 325: 1403-1413
        • Lundgren J.R.
        • Janus C.
        • Jensen S.B.K.
        • Juhl C.R.
        • Olsen L.M.
        • Christensen R.M.
        • et al.
        Healthy weight loss maintenance with exercise, liraglutide, or both combined.
        N Engl J Med. 2021; 384: 1719-1730
        • Belanger M.J.
        • Hill M.A.
        • Angelidi A.M.
        • Dalamaga M.
        • Sowers J.R.
        • Mantzoros C.S.
        Covid-19 and disparities in nutrition and obesity.
        N Engl J Med. 2020; 383: e69https://doi.org/10.1056/NEJMp2021264
        • Townsend M.J.
        • Kyle T.K.
        • Stanford F.C.
        Commentary: COVID-19 and obesity: exploring biologic vulnerabilities, structural disparities, and weight stigma.
        Metabolism. 2020; 110154316
        • Senthilingam M.
        Covid-19 has made the obesity epidemic worse, but failed to ignite enough action.
        BMJ. 2021; 372n411
        • The Lancet Gastroenterology H
        Drinking alone: COVID-19, lockdown, and alcohol-related harm.
        Lancet Gastroenterol Hepatol. 2020; 5: 625
        • Pollard M.S.
        • Tucker J.S.
        • Green Jr., H.D.
        Changes in adult alcohol use and consequences during the COVID-19 pandemic in the US.
        JAMA Netw Open. 2020; 3e2022942
        • Stanton R.
        • To Q.G.
        • Khalesi S.
        • Williams S.L.
        • Alley S.J.
        • Thwaite T.L.
        • et al.
        Depression, anxiety and stress during COVID-19: associations with changes in physical activity, sleep, tobacco and alcohol use in Australian adults.
        Int J Environ Res Public Health. 2020; 17
        • Alberca R.W.
        • Rigato P.O.
        • Ramos Y.A.L.
        • Teixeira F.M.E.
        • Branco A.C.C.
        • Fernandes I.G.
        • et al.
        Clinical characteristics and survival analysis in frequent alcohol consumers with COVID-19.
        Front Nutr. 2021; 8689296
        • Bala S.
        • Marcos M.
        • Kodys K.
        • Csak T.
        • Catalano D.
        • Mandrekar P.
        • et al.
        Up-regulation of microRNA-155 in macrophages contributes to increased tumor necrosis factor {alpha} (TNF{alpha}) production via increased mRNA half-life in alcoholic liver disease.
        J Biol Chem. 2011; 286: 1436-1444
        • Sarkar D.
        • Jung M.K.
        • Wang H.J.
        Alcohol and the immune system.
        Alcohol Res. 2015; 37: 153-155
        • Simou E.
        • Leonardi-Bee J.
        • Britton J.
        The effect of alcohol consumption on the risk of ARDS: a systematic review and meta-analysis.
        Chest. 2018; 154: 58-68
        • Fan X.
        • Liu Z.
        • Poulsen K.L.
        • Wu X.
        • Miyata T.
        • Dasarathy S.
        • et al.
        Alcohol consumption is associated with poor prognosis in obese patients with COVID-19: a Mendelian randomization study using UK Biobank.
        Nutrients. 2021; 13
        • Yong S.J.
        Long COVID or post-COVID-19 syndrome: putative pathophysiology, risk factors, and treatments.
        Infect Dis (Lond). 2021; 53: 737-754
        • Mahase E.
        Covid-19: what do we know about “long covid”?.
        BMJ. 2020; 370m2815
        • Sudre C.H.
        • Murray B.
        • Varsavsky T.
        • Graham M.S.
        • Penfold R.S.
        • Bowyer R.C.
        • et al.
        Attributes and predictors of long COVID.
        Nat Med. 2021; 27: 626-631
        • Khunti K.
        • Davies M.J.
        • Kosiborod M.N.
        • Nauck M.A.
        Long COVID - metabolic risk factors and novel therapeutic management.
        Nat Rev Endocrinol. 2021; 17: 379-380
        • Montefusco L.
        • Ben Nasr M.
        • D’Addio F.
        • Loretelli C.
        • Rossi A.
        • Pastore I.
        • et al.
        Acute and long-term disruption of glycometabolic control after SARS-CoV-2 infection.
        Nat Metab. 2021; 3: 774-785
        • Aminian A.
        • Bena J.
        • Pantalone K.M.
        • Burguera B.
        Association of obesity with postacute sequelae of COVID-19.
        Diabetes Obes Metab. 2021; 23: 2183-2188
        • Vimercati L.
        • De Maria L.
        • Quarato M.
        • Caputi A.
        • Gesualdo L.
        • Migliore G.
        • et al.
        Association between long COVID and overweight/obesity.
        J Clin Med. 2021; 10
        • Osmanov I.M.
        • Spiridonova E.
        • Bobkova P.
        • Gamirova A.
        • Shikhaleva A.
        • Andreeva M.
        Risk factors for long covid in previously hospitalised children using the ISARIC Global follow-up protocol: a prospective cohort study.
        Eur Respir J. 2021; (Online ahead of print)2101341https://doi.org/10.1183/13993003.01341-2021
        • Raveendran A.V.
        • Misra A.
        Post COVID-19 syndrome (“Long COVID”) and diabetes: challenges in diagnosis and management.
        Diabetes Metab Syndr. 2021; 15102235
        • Unnikrishnan R.
        • Misra A.
        Diabetes and COVID19: a bidirectional relationship.
        Nutr Diabetes. 2021; 11: 21
        • Feldman E.L.
        • Savelieff M.G.
        • Hayek S.S.
        • Pennathur S.
        • Kretzler M.
        • Pop-Busui R.
        COVID-19 and diabetes: a collision and collusion of two diseases.
        Diabetes. 2020; 69: 2549-2565
        • Mendelson M.
        • Nel J.
        • Blumberg L.
        • Madhi S.A.
        • Dryden M.
        • Stevens W.
        • et al.
        Long-COVID: an evolving problem with an extensive impact.
        S Afr Med J. 2020; 111: 10-12
        • Raveendran A.V.
        • Jayadevan R.
        • Sashidharan S.
        Long COVID: an overview.
        Diabetes Metab Syndr. 2021; 15: 869-875
        • Yan Z.
        • Yang M.
        • Lai C.L.
        Long COVID-19 syndrome: a comprehensive review of its effect on various organ systems and recommendation on rehabilitation plans.
        Biomedicines. 2021; 9
        • Akbarialiabad H.
        • Taghrir M.H.
        • Abdollahi A.
        • Ghahramani N.
        • Kumar M.
        • Paydar S.
        • et al.
        Long COVID, a comprehensive systematic scoping review.
        Infection. 2021; 49: 1163-1186
        • Roth A.
        • Chan P.S.
        • Jonas W.
        Addressing the long COVID crisis: integrative health and long COVID.
        Glob Adv Health Med. 2021; 1021649561211056597