The Impact of Obesity on Disease Severity and Outcomes Among Hospitalized Children With - COVID-19

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RESEARCH ARTICLE

The Impact of Obesity on Disease Severity and
Outcomes Among Hospitalized Children With
COVID-19
Sandeep Tripathi, MD, MS,a Amy L Christison, MD,b Emily Levy, MD,c Jeremy McGravery, MS,d Aysun Tekin, MD,c Dawn Bolliger, BS, MLT,d
Vishakha K. Kumar, MD, MBA,e Vikas Bansal, MD, MPH,c Kathleen Chiotos, MD,f Katja M. Gist, M.D,g Heda R. Dapul, MD,h Utpal S. Bhalala, MD,i
Varsha P Gharpure, MD,j Julia A. Heneghan, MD,k Neha Gupta, MD,l Erica C. Bjornstad, MD, PhD, MPH,m Vicki L Montgomery, M.D,n Allan Walkey, MD,o
Rahul Kashyap, MBBS, MBA,c Grace M. Arteaga, MDc On Behalf of the Society of Critical Care Medicine Discovery Viral Infection and Respiratory Illness
Universal Study (VIRUS): COVID-19 Registry Investigator Group

ABSTRACT                              OBJECTIVE: To describe the impact of obesity on disease severity and outcomes of coronavirus
                                      disease 2019 (COVID-19) among hospitalized children.
                                      METHODS: This retrospective cohort study from the Society of Critical Care Medicine Viral
     a
         Children's Hospital of       Respiratory Illness Universal Study registry included all children hospitalized with COVID-19 from
  Illinois, OSF Saint Francis
     Medical Centre, Peoria,          March 2020 to January 2021. Obesity was defined by Centers for Disease Control and Prevention
         Illinois; bUniversity of     BMI or World Health Organization weight for length criteria. Critical illness definition was adapted
                Illinois College of
   Medicine, Peoria, Illinois;        from National Institutes of Health criteria of critical COVID. Multivariate mixed logistic and linear
    c
      Mayo Clinic, Rochester,         regression was performed to calculate the adjusted odds ratio of critical illness and the adjusted
       Minnesota; dOSF Saint
     Francis Medical Centre,
                                      impact of obesity on hospital length of stay.
 Peoria, Illinois; eSociety of
      Critical Care Medicine,         RESULTS: Data from 795 patients (96.4% United States) from 45 sites were analyzed, including 251
    Mount Prospect, Illinois;
       f
                                      (31.5%) with obesity and 544 (68.5%) without. A higher proportion of patients with obesity were
         Children's Hospital of
Philadelphia, Philadelphia,
                                      adolescents, of Hispanic ethnicity, and had other comorbidities. Those with obesity were also more
    Pennsylvania; gAnschutz           likely to be diagnosed with multisystem inflammatory syndrome in children (35.7% vs 28.1%, P =
               Medical Campus,
      University of Colorado,
                                      .04) and had higher ICU admission rates (57% vs 44%, P < .01) with more critical illness (30.3% vs
               Aurora, Colorado;      18.3%, P < .01). Obesity had more impact on acute COVID-19 severity than on multisystem
      h
        Hassenfeld Children's         inflammatory syndrome in children presentation. The adjusted odds ratio for critical illness with
         Hospital at New York
   University Langone, New            obesity was 3.11 (95% confidence interval: 1.8–5.3). Patients with obesity had longer adjusted length of
   York City, New York; iThe          stay (exponential parameter estimate 1.3; 95% confidence interval: 1.1–1.5) compared with patients
 Children's Hospital of San
 Antonio, Baylor College of           without obesity but did not have increased mortality risk due to COVID-19 (2.4% vs 1.5%, P = .38).
      Medicine; San Antonio,
                 Texas; jAdvocate     CONCLUSION: In a large, multicenter cohort, a high proportion of hospitalized children from
   Children's Hospital, Park          COVID-19 had obesity as comorbidity. Furthermore, obesity had a significant independent
  Ridge, Illinois; kUniversity
       of Minnesota Masonic           association with critical illness.
             Children’s Hospital,
   Minneapolis, Minnesota;
          l
            College of Medicine,
     University of Oklahoma,
Oklahoma City, Oklahoma;
m
   University of Alabama at           www.hospitalpediatrics.org
Birmingham, Birmingham,               DOI:https://doi.org/10.1542/hpeds.2021-006087
     Alabama; nUniversity of          Copyright © 2021 by the American Academy of Pediatrics
         Louisville and Norton
             Children’s Hospital      Address correspondence to Sandeep Tripathi, MD, MS, Pediatric Intensive Care OSF Saint Francis Medical Centre, Children's Hospital of
            Louisville, Louisville,   Illinois 540, Glen Oak Ave, Peoria IL 61637. E-mail: sandeept@uic.edu
   Kentucky; and oSchool of
                                      HOSPITAL PEDIATRICS (ISSN Numbers: Print, 2154-1663; Online, 2154-1671).
         Public Health, Boston
              University, Boston,     A complete list of study group members is included in the Acknowledgments. These investigators served as collaborators and site
                   Massachusetts      investigators and should be indexed in PubMed as collaborative coauthors on this manuscript.

HOSPITAL PEDIATRICS Volume 11, Issue 11, November 2021                                                                                                                   e297

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Coronavirus disease 2019 (COVID-19), the         METHODS                                        neonate (#28 days), infant (28 days to
replacement therapy (acute dialysis or           nonnormal distribution, LOS was log-             were significantly older (13 [7.0–16.0] vs
continuous renal replacement therapy).           transformed, and parameter estimates             5.3 [0.8–13.0] years, P < .01), with more
This classification was modified from the          and CIs were exponentiated. LOS analysis         adolescents composing the group with
National Institutes of Health (NIH)              was initially performed after the inclusion      obesity compared with the group without
definition of critical COVID-1926 and was         of ICU admission status, diagnosis of MIS-       (57.4% [144 of 251] vs 30.5% [166 of
previously described by our group.2              C, critical illness, and involvement of          544], P < .01). There was no difference
                                                 multiple organ systems because of their          in the sex or race distribution among the
Statistical Analysis                             potential impact on the LOS. Mediator            2 groups; however, there was a much
Standard descriptive statistics were             analysis as described by Baron and               higher proportion of patients of Hispanic
performed for continuous and categorical         Kenny29 indicated at least partial               ethnicity in patients with obesity (47.8%
variables and reported as median with            mediation of the impact of obesity on LOS        [108 of 251] vs 32.9% [158 of 544], P <
interquartile range (IQR) and number with        by these variables. These variables were         .01). Patients from the United States
percentages. The nonparametric Wilcoxon          thus excluded from the linear regression         made up 96.4% (767 of 795) of the total
rank test and v2/Fisher’s exact test were        model presented. Complete mediator               cohort, with a higher proportion of
used as appropriate. Multivariable logistic      analysis for the LOS model is provided in        patients from the United States in the
regression was performed to assess the           Supplemental Table 7. Patients with              obese category (99.2% [249 of 251] vs
risk factors associated with critical illness    hospital mortality (n = 14) were excluded        95.2% [518 of 544]). Patients with obesity
for the whole cohort and independently           from the LOS multivariable analysis.             were more likely to have a diagnosis of
for patients with obesity. The odds ratio        Models’ goodness of fit was assessed by           MIS-C as opposed to acute COVID-19
and 95% CI were calculated. A mixed              evaluating the residual plots. All statistical   (35.7% [85 of 251] vs 28.1% [147 of 544],
logistic regression that included a random       analysis was conducted by using JMP (v           P = .04) and were more likely to have
effect for the site was used to determine        16.0; SAS Institute, Inc, Cary, NC) and an       $3 organ system involvement at
potential risk factors associated with an        open-source statistical program R (V             presentation (61.4% [154 of 251] vs
increased likelihood of critical illness after   4.0.0). A P value
patients $12 years (Fig 2). Separate
                                                                                               analysis for factors associated with
                                                                                               critical illness among the cohort with
                                                                                               obesity (n = 251) revealed that the
                                                                                               presence of $ 2 comorbidities was
                                                                                               marginally associated with the critical
                                                                                               illness (aOR: 1.90; 95% CI: 1.01–3.58, P =
                                                                                               .05) (Supplemental Table 13). On
                                                                                               multivariable linear regression including
                                                                                               the factors described above (with the
                                                                                               addition of country), the presence of
                                                                                               obesity was associated with a 30% longer
                                                                                               hospital LOS (exponentiated parameter
                                                                                               estimate: 1.3; 95% CI: 1.1–1.5), P < .01
                                                                                               (Supplemental Table 14).

                                                                                               Disease Course and Outcomes of
                                                                                               MIS-C and Acute COVID-19 Among
                                                                                               Patients With Obesity
                                                                                               Among the 528 patients with acute COVID-
                                                                                               19, 28.9% (153 or 528) had obesity.
                                                                                               Patients with obesity in this cohort were
                                                                                               older (median age 13.2 vs 4 years, P <
                                                                                               .001), more likely to be Hispanic, and had
                                                                                               more comorbidities. A higher proportion
                                                                                               of those with obesity and acute COVID-19
                                                                                               had critical illness (22% vs 11%, P = .001),
                                                                                               required ICU admission (50% vs 33%, P <
                                                                                               .001) and/or mechanical ventilation (13%
FIGURE 1 Patient selection flow diagram.
                                                                                               vs 6.7%, P = .01) ,and had longer hospital
                                                                                               LOS (3.8 [IQR: 2.0–7.3] days versus 2.8
                                                                                               [1.5–5.9] days, P = .004) (Supplemental
critical illness related to COVID-19 (30.3%    Risk Factors for Critical Illness and           Table 15). In contrast, although a higher
[76 of 251] vs 18.3% [100 of 544], P < .01).   Hospital LOS                                    proportion of patients with MIS-C had
There was a greater need for various                                                           obesity (36.6%, 85/232), there was no
                                               By using a multivariate mixed logistic
organ support interventions, including                                                         significant difference in critical illness, ICU
                                               regression analysis adjusting for
mechanical ventilation, inotropes, and                                                         admission, or mechanical ventilation rate
                                               covariates including age, race, ethnicity,
extracorporeal life support (ECLS), in                                                         in patients with MIS-C with obesity and
                                               and presence of $2 comorbidities, with a
patients with obesity. Among the 5 most                                                        compared with those without obesity.
                                               random intercept for the site, obesity was
prominent complications recorded in the                                                        However, a similar increased LOS occurred
                                               independently associated with an
registry, only acute kidney injury was                                                         among the MIS-C cohort with obesity as
significantly more common in those with         increased odds ratio of critical illness
                                                                                               for those with acute COVID-19 (8.0 [IQR:
obesity (12.7% [32 of 251 vs 6.8% [37 of       (adjusted odds ratio [aOR]: 3.11 [95% CI:
                                                                                               4.7–10.4] days versus 5.7 [3.1–9.4] days,
544], P < .01). Comparative rates of all       1.84–5.27], P < .01). Other factors
                                                                                               P = .01) (Supplemental Table 16).
complications in the VIRUS registry are        significantly associated with critical illness
provided in Supplemental Table 12. The         included adolescent age, Black race, and
                                                                                               Comparison of Disease Severity
unadjusted median hospital LOS of              $2 comorbidities. A significant interaction
                                               was found between age group and obesity,        Among Children and Adolescents in
patients with obesity was longer than
                                               with obesity having less impact on the          Different Weight Categories ($ 2
those without obesity (4.8 [IQR: 2.5–8.9] vs
3.5 [IQR: 1.8–6.9], P < .01). There was no     likelihood of critical illness as the patient   Years)
difference in ICU LOS or the duration of       gets older. The adjusted critical illness       Comparative analysis across 5 different
the ventilator and other modes of oxygen       rate for patients with obesity was 23% for      weight categories (underweight to severe
therapy between the 2 groups. (Table 2)
TABLE 1 Demographics of the Study Population
Category                                   Subcategory           Total Cohort (n = 795)        Nonobese (n = 544)         Obese (n = 251)           P
Age                                                                  8.0 (1.6–14.0)              5.31 (0.83–13.0)          13.0 (7.0–16.0)
TABLE 2 Hospital Course and Outcomes
Category                             Subcategory                Total Cohort (n = 795)          Nonobese (n = 544)            Obese(n = 251)               P
Categorical variables
  Hospital mortality                        —                        14 (1.7)                         8 (1.5)                    6 (2.4)                   .38
  ICU admission                             —                       382 (48.0)                     239 (43.9)                  143 (56.9)
TABLE 3 Comparison of Demographics, Comorbidities, and Outcomes in Different BMI Categories (Children $2 y Only)
Category                    Subcategory        Underweight (n = 45) Normal (n = 231) Overweight(n = 79) Obese (n = 120) Severely Obese (n = 107)          Pa
Age                                                 7 (4–12.5)         11 (5.4–15)       11.5 (8–15)        12.9 (7.8–16)           14 (10.9–16)
poor prognosis with adult obesity in the        hospitalized with acute COVID-19.                Salvagio Campbell, Cathleen Wilson, Patrick
youngest age group with progressive             Hospitalized children with obesity are           Rivers, Jonathan Brinks, Mokenge Ndiva
decreases in higher age groups. To the          more likely to have critical illness than        Mongoh, Boris Gilson (Banner University
best of our knowledge, we are the first to       hospitalized children without obesity.           Medical Center-Tucson); Valerie C. Danesh,
report this interaction in the pediatric        Although adolescents made up a higher            Gueorgui Dubrocq, Amber L. Davis, Marissa
population.                                     proportion of patients with obesity,             J Hammers, ill M. McGahey, Amanda C.
This study has limitations inherent to          adolescent age was itself an independent         Farris, Elisa Priest, Robyn Korsmo, Lorie
those with other retrospective registry         risk for critical illness, thereby potentially   Fares, Kathy Skiles, Susan M. Shor, Kenya
analyses. A complete case analysis such         decreasing the impact of obesity on              Burns, Corrie A Dowell, Gabriela “Hope”
as ours assumes data are missing                critical illness within this group.              Gonzales, Melody Flores, Lindsay Newman,
completely at random. If this assumption                                                         Debora A Wilk, Jason Ettlinger, Jaccallene
is not met, there is potential for bias. The    Acknowledgments                                  Bomar, Himani Darji, Alejandro Arroliga,
VIRUS registry employs robust data              Society of Critical Care Medicine Discovery      Alejandro C Arroliga, Corrie A. Dowell,
missingness review and cross-validation         Viral Infection and Respiratory Illness          Gabriela Hope Conzales, Melody Flores,
process with a weekly report to the             Universal Study (VIRUS): COVID-19 Registry       Lindsay Newman, Debora A. Wilk, Jason
investigators. However, there is still a                                                         Ettlinger, Himani Darji, Jaccallene Bomar
                                                Investigator Group Coauthors:
possibility of data entry errors. Because of                                                     (Baylor Scott & White Health); Paras B.
                                                From Croatia: Tanja Kovacevic, Josko             Khandhar, Elizabeth Kring (Beaumont
the limitation of the deidentified data set,     Markic, Tatjana Catipovic Ardalic, Branka
further source verification could not be                                                          Children's Hospital); Aaron S. Miller, Edwin
                                                Polic, Ivo Ivic, Dominko Carev, Robert          L. Anderson, Rosemary Nagy, Ravali R. Inja
conducted for this analysis. A high
                                                Glavinic (University Hospital of Split); from    (Cardinal Glennon Children's Hospital);
proportion of hospitalized children have
                                                India: Umamaheswara Raju, Janaki                 Grace Arteaga, Emily Levy, Aysun Tekin,
incidental positive polymerase chain
                                                Manduva, Naresh Kolakani, Shreeja Sripathi,      Rahul Kashyap, Mayank Sharma, Vikas
reaction of SARS-CoV-244,45; these patients
                                                Sheetal Chaitanya (Gandhi Medical College        Bansal, Neha Deo, Shahraz Qamar, Romil
were excluded from the registry. However,
                                                and Hospital, Hyderabad); Surapaneni             Singh, Marija Bogojevic (Children’s Center,
the distinction of incidental diagnosis was
                                                Krishna Mohan, Ekambaram Jyothisree              Mayo Clinic Rochester); Kathleen Chiotos,
made by the site investigators. Because of
                                                (Panimalar Medical College Hospital &            Allison M. Blatz, Giyoung Lee, Ryan H.
the evolving understanding of the varied
                                                Research Institute); from Pakistan: Sidra        Burnett, Guy I. Sydney, Danielle M. Traynor
COVID-19 presentations, this may have
                                                Ishaque, Ali Faisal Saleem, Naveed Ur            (Children's Hospital of Philadelphia); Margit
resulted in variability of this
                                                Rehman Siddiqui, Salima Sherali, Yasmin          Kaufman, Gregg Lobel, Nisha Gandhi, Amr
characterization leading to a slight over
                                                Hashwani, Shafia Ishaque (The Aga Khan            Abdelaty, Elizabeth Shaji, Kiana Lim, Juan
and/or under the inclusion of patients.
                                                University Hospital); Muhammad Sohaib            Marte, Dani Ashley Sosa (Englewood Health);
Variables chosen for the logistic and
                                                Asghar, Mashaal Syed, Syed Anosh Ali Naqvi       Smith F. Heavner-Sullivan, Prera J. Roth,
linear regression models were based on
                                                (Dow University Hospital); from Saudi            Banu Sivaraj, Haley Fulton, Madison G Herin,
the current theoretical understanding of
                                                Arabia: Mohammed A Almazyad, Mohammed            Marissa Crum, Morgan E. Fretwell, Emily-
the risk. There might be other variables
                                                I Alarifi, Jara M Macarambon, Ahmad               Rose Zhou (Greenville Memorial Hospital);
associated with critical illness or longer
                                                Abdullah Bukhari, Hussain A. Albahrani, Kazi     Heda R. Dapul, Sourabh Verma, Alan Salas,
LOS that were not included in our model
                                                N Asfina, Kaltham M Aldossary (King Saud          Ariel Daube, Michelle Korn, Michelle
and could confound the association of
                                                University); from United States: Varsha P        Ramirez, Logi Rajagopalan, Laura Santos
obesity. A composite index such as critical
                                                Gharpure, Usman Raheemi (Advocate                (Hassenfeld Children's Hospital at NYU
illness gives equal weightage to every
                                                Children's Hospital, IL); Suzanne Barry,         Langone); Asher G Bercow, Mark Shlomovich
component of the index, each of which
may not be similar from a patient               Christopher Woll, Gregory Wu, Erin Carrole,      (Jacobi Medical Center); J.H. Steuernagle
perspective (eg, mortality and noninvasive      Kathryn Burke, Mustafa Mohammed (Albany          (Johns Hopkins School of Medicine); Melissa
ventilation are provided the same rank).        Medical Center); Catherine A. St Hill, Roman     Thomas, Sarah Morris, Jennifer Nason
Although derived from NIH classification,        R. Melamed, David M. Tierney, Love A. Patel,     (KCPCRU at Norton Children’s Hospital
the critical illness definition uses objective   Vino S. Raj,Barite U. Dawud, Narayana            Louisville); Manoj K Gupta, Franscene E.
parameters to identify patients and may         Mazumder, Abbey Sidebottom, Alena M.             Oulds, Akshay Nandavar (Lincoln Medical
miss some patients who would otherwise          Guenther, Benjamin D. Krehbiel, Nova J.          Center); Andy Y. Wen, Allie DaCar (Lucile
qualify for NIH classification of critical       Schmitz, Stacy L. Jepsen (Allina Health:         Packard Children's Hospital Stanford); Julia
illness and vice versa.                         Abbott Northwestern Hospital, United             A. Heneghan, Ronald A. Reilkoff, Sarah
                                                Hospital, and Mercy Hospital in Minnesota);      Eichen, Lexie Goertzen, Scott Rajala,
CONCLUSIONS                                     Katherine Irby, Ronald C. Sanders Jr, Glenda     Ghislaine Feussom, Ben Tang (M Health-
We report obesity as a risk factor for          Hefley (Arkansas Children's Hospital);            Fairview, University of Minnesota); Amy B.
disease severity in pediatric patients          Jarrod M Mosier, Karen Lutrick, Beth             Christie, Dennis W. Ashley, Rajani Adiga

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(Medical Center Navicent Health); Prithvi              (SUNY Upstate Medical University); Neha                 Omalay, Haleh Hashemighouchani, Julie S.
Sendi, Meghana Nadiger, Balagangadhar                  Gupta, Brent R Brown, Tracy L Jones,                    Cupka, Matthew M Ruppert (University of
Totapally (Nicklaus Children’s Hospital);              Kassidy Malone, Lauren A Sinko, Amy B                   Florida Health Shands Hospital); Patrick
Bhagat S. Aulakh, Sandeep Tripathi,                    Harrell, Shonda C Ayers, Lisa M Settle,                 W. McGonagill, Colette Galet, Janice
Jennifer A. Bandy, Lisa M. Kreps, Dawn R.              Taylor J Sears (The Children's Hospital at              Hubbard, David Wang, Lauren Allan,
Bollinger, Jennifer A. Bandy (OSF Saint                OU Medicine); Utpal S. Bhalala, Joshua                  Aditya Badheka, Madhuradhar Chegondi
Francis Medical Center); Shina Menon,                  Kuehne, Melinda Garcia, Morgan Beebe,                   (University of Iowa Carver College of
John K McGuire, Deana Rich (Seattle                    Heather Herrera (The Children's Hospital                Medicine); Murtaza Akhter, Rania Abdul
Children's Hospital); Harry L. Anderson,               of San Antonio, Baylor College of                       Rahman, Mary Mulrow (Valleywise Health,
III, Dixy Rajkumar, Ali Abunayla, Jerrilyn             Medicine); Katherine A. Belden, Michael                 formerly Maricopa Medical Center);
Heiter (St Joseph Mercy Ann Arbor, Ann                 Baram, Devin M. Weber, Rosalie DePaola,                 Markos G. Kashiouris, Tamas Gal, Manasi
Arbor); Howard A. Zaren, Stephanie J.                  Yuwei Xia, Hudson Carter, Aaron Tolley,                 Mahashabde, Alexandra Vagonis, Rebecca
Smith, Grant C. Lewis, Lauren Seames,                  Mary Barletta (Thomas Jefferson                         Uber, Haseeb Mahmud, Stefan Leightle,
Cheryl Farlow, Judy Miller, Gloria                     University Hospital); Erica C. Bjornstad,               Zoe Zhang, Nicole Vissichelli, Oliver
Broadstreet (St Joseph's Candler Health                Nancy M. Tofil, Scott House, Isabella                    Karam, Alia O'Meara, Heloisa De Carvalho,
System); John Lin, Cindy Terrill, Brock                Aldana (University of Alabama at                        Katie Rocawich (Virginia Commonwealth
Montgomery, Sydney Reyes, Summer                       Birmingham); Casey W Stulce, Grace                      University Medical Center); Ashish K
Reyes, Alex Plattner (St Louis Children’s              Chong, Ahmeneh Ghavam, Anoop                            Khanna, Lynne Harris, Bruce Cusson,
Hospital); Anthony Martinez, Micheal                   Mayampurath (University of Chicago);                    Jacob Fowler, David Vaneenenaam, Glen
Allison, Aniket Mittal, Rafael Ruiz, Aleta             Katja M. Gist, Imran A Sayed, John                      McKinney, Imoh Udoh, Kathleen Johnson
Skaanland, Robert Ross (StAgnes                        Brinton, Larisa Strom (University of                    (Wake Forest University School of
Hospital); William Marx, Ioana Amzuta,                 Colorado Anschutz Medical Campus); Azra                 Medicine; Wake Forest Baptist Health
Asad J. Choudhry, Mohammad T. Azam                     Bihorac, Tezcan Ozrazgat Baslanti, George               Network).

Access to deidentified patient data are dependent on guidelines of the VIRUS registry. Further information about access to de-identified data from the VIRUS
registry can be requested from Dr Vishakha Kumar at vkumar@sccm.org
This trial has been registered at www.clinicaltrials.gov (identifier NCT 04323787).
Dr Tripathi designed the study, designed the data collection instruments, obtained data from the Viral Respiratory Illness Universal Study (VIRUS) registry,
conducted the initial analysis and interpretation, and supervised the literature search and drafted the initial manuscript and the final manuscript; Dr Arteaga
conceptualized the study, assisted in the literature search and drafting of the initial manuscript, and reviewed the final manuscript and provided critical input
for intellectual content; Dr Christison and Dr Levy assisted in the concept and design of the study, literature search, and drafting of the initial manuscript; Mr
McGarvey performed statistical analysis and interpretation for the manuscript; Dr Tekin, Ms Bolliger, Dr Chiotos, Dr Gist, Dr Dapul, Dr Bhalala, Dr Gharpure,
Dr Heneghan, Dr Gupta, Dr Bjornstad, and Dr Montgomery supervised or performed data collection at their sites and assisted in the review and provided
critical input for intellectual content; Dr Kashyap, Dr Walkley, and Dr Kumar are the principal investigators of the VIRUS registry, conceptualized and designed
the data collection instruments (REDCap) for the registry, and reviewed and provided critical input for intellectual content; Dr Bansal assisted in data
collection and extraction for this manuscript from the VIRUS registry and reviewed the final manuscript and provided necessary inputs in design and analysis;
and all authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.
FINANCIAL DISCLOSURE: E.R.L. receives funding from the Centers for Disease Control and Prevention (CDC) (Subcontract of Federal Contract: 75D30120C07725)
and the National Institute of Allergy and Infectious Diseases (National Institute of Allergy and Infectious Diseases Federal Contract: AI144301). They had no
influence on the acquisition, analysis, interpretation, and reporting of pooled data for this manuscript. K.C. funded by Agency for Healthcare Research and
Quality [K12-HS026393]. No conflict of interest. R.K. receives funding from the National Institutes of Health/National Heart, Lung and Blood Institute: R01HL
130881, UG3/UH3HL 141722; Gordon and Betty Moore Foundation Janssen Research & Development, LLC; and royalties from Ambient Clinical Analytics. Inc. They
had no influence on the acquisition, analysis, interpretation, and reporting of pooled data for this manuscript. V.K.K. receives funding from the Gordon and
Betty Moore Foundation, CDC Foundation through the University of Washington, and Janssen Research & Development, LLC. They had no influence on the
acquisition, analysis, interpretation, and reporting of pooled data for this manuscript. U.S.B is currently funded by National Institutes of Health (Site-principal
investigator for Stress Hydrocortisone in Pediatric Septic Shock - R01HD096901), The Children's Hospital of Philadelphia (Site-PI for Pediatric Resuscitation
Quality Collaborative - PediResQ), Voelcker Pilot Grant (principal investigator for a project on Pre-Arrest Electrocardiographic Changes), The Children's Hospital
of San Antonio Endowed Chair Funds for ancillary projects related to SCCM VIRUS (COVID-19) Registry and SCCM VIRUS EMR automation pilot. No conflict of
interest. A.L.C. is funded by the National Institute of Allergy and Infectious Disease: U01AI138907. All other authors have indicated they have no financial
relationships relevant to this article to disclose.
FUNDING: The registry is funded in part by the Gordon and Betty Moore Foundation and Janssen Research & Development, LLC. Funding sources had no
influence on the acquisition, analysis, interpretation, and reporting of pooled data for this manuscript.
POTENTIAL CONFLICT OF INTEREST: The authors have indicated they have no potential conflicts of interest to disclose.
In this study, we leverage data from the Society of Critical Care Medicine VIRUS registry on 795 patients from 45 sites to describe the impact of obesity on
disease severity with COVID-19 in children.

HOSPITAL PEDIATRICS Volume 11, Issue 11, November 2021                                                                                                        e305

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HOSPITAL PEDIATRICS Volume 11, Issue 11, November 2021                                                                                        e307

                                     Downloaded from www.aappublications.org/news by guest on November 6, 2021
The Impact of Obesity on Disease Severity and Outcomes Among Hospitalized
                            Children With COVID-19
Sandeep Tripathi, Amy L Christison, Emily Levy, Jeremy McGravery, Aysun Tekin,
 Dawn Bolliger, Vishakha K. Kumar, Vikas Bansal, Kathleen Chiotos, Katja M. Gist,
Heda R. Dapul, Utpal S. Bhalala, Varsha P Gharpure, Julia A. Heneghan, Neha Gupta,
 Erica C. Bjornstad, Vicki L Montgomery, Allan Walkey, Rahul Kashyap and Grace
                                     M. Arteaga
 Hospital Pediatrics originally published online June 24, 2021; originally published
                               online June 24, 2021;

 Updated Information &          including high resolution figures, can be found at:
 Services                       http://hosppeds.aappublications.org/content/early/2021/10/05/hpeds.
                                2021-006087
 Supplementary Material         Supplementary material can be found at:
                                http://hosppeds.aappublications.org/content/suppl/2021/10/05/hpeds.
                                2021-006087.DCSupplemental
 References                     This article cites 31 articles, 7 of which you can access for free at:
                                http://hosppeds.aappublications.org/content/early/2021/10/05/hpeds.
                                2021-006087#BIBL
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                 Downloaded from www.aappublications.org/news by guest on November 6, 2021
The Impact of Obesity on Disease Severity and Outcomes Among Hospitalized
                            Children With COVID-19
Sandeep Tripathi, Amy L Christison, Emily Levy, Jeremy McGravery, Aysun Tekin,
 Dawn Bolliger, Vishakha K. Kumar, Vikas Bansal, Kathleen Chiotos, Katja M. Gist,
Heda R. Dapul, Utpal S. Bhalala, Varsha P Gharpure, Julia A. Heneghan, Neha Gupta,
 Erica C. Bjornstad, Vicki L Montgomery, Allan Walkey, Rahul Kashyap and Grace
                                     M. Arteaga
 Hospital Pediatrics originally published online June 24, 2021; originally published
                               online June 24, 2021;

  The online version of this article, along with updated information and services, is
                         located on the World Wide Web at:
  http://hosppeds.aappublications.org/content/early/2021/10/05/hpeds.2021-006087

                                        Data Supplement at:
 http://hosppeds.aappublications.org/content/suppl/2021/10/05/hpeds.2021-006087.DCSupplemental

 Hospital Pediatrics is an official journal of the American Academy of Pediatrics. Hospital
 Pediatrics is owned, published, and trademarked by the American Academy of Pediatrics, 345
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