January 18, 2022; 98 (3) Research Article
Association Between Time Spent Outdoors and Risk of Multiple Sclerosis
View ORCID ProfilePrince Sebastian, View ORCID ProfileNicolas Cherbuin, View ORCID ProfileLisa F. Barcellos, Shelly Roalstad, Charles Casper, Janace Hart, Gregory S. Aaen, View ORCID ProfileLauren Krupp, View ORCID ProfileLeslie Benson, Mark Gorman, Meghan Candee, Tanuja Chitnis, Manu Goyal, Benjamin Greenberg, Soe Mar, Moses Rodriguez, View ORCID ProfileJennifer Rubin, Teri Schreiner, View ORCID ProfileAmy Waldman, View ORCID ProfileBianca Weinstock-Guttman, Jennifer Graves, View ORCID ProfileEmmanuelle Waubant, View ORCID ProfileRobyn Lucas, on behalf of US Network of Pediatric Multiple Sclerosis Centers
First published December 8, 2021, DOI: https://doi.org/10.1212/WNL.0000000000013045
Prince Sebastian
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Nicolas Cherbuin
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Lisa F. Barcellos
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Shelly Roalstad
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Charles Casper
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Janace Hart
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Gregory S. Aaen
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Lauren Krupp
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Leslie Benson
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Mark Gorman
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Meghan Candee
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Tanuja Chitnis
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Manu Goyal
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Benjamin Greenberg
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Soe Mar
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Moses Rodriguez
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Jennifer Rubin
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Teri Schreiner
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Amy Waldman
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Bianca Weinstock-Guttman
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Jennifer Graves
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Emmanuelle Waubant
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Robyn Lucas
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
From the Australian National University Medical School (P.S.), Centre for Research on Ageing, Health and Wellbeing (N.C.), and National Centre for Epidemiology and Population Health (R.L.), Australian National University, Canberra; Division of Epidemiology (L.F.B.), University of California Berkeley; Department of Pediatrics (S.R., C.C.), University of Utah School of Medicine, Salt Lake City; Pediatric Multiple Sclerosis Center (J.H.) and Department of Neurology (E.W.), University of California San Francisco; Pediatric Multiple Sclerosis Center (G.S.A.), Loma Linda University Children's Hospital, CA; MS Comprehensive Care Center (L.K.), New York University Langone, NY; Pediatric Multiple Sclerosis and Related Disorders Program (L.B., M. Gorman), Boston Children's Hospital, MA; Division of Pediatric Neurology (M.C.), University of Utah Primary Children's Hospital, Salt Lake City; Partners Pediatric Multiple Sclerosis Center (T.C.), Massachusetts General Hospital for Children, Boston; Department of Radiology (M. Goyal), Washington University St. Louis, MO; Department of Neurology (B.G.), University of Texas Southwestern, Dallas; Pediatric-Onset Demyelinating Diseases and Autoimmune Encephalitis Center (S.M.), St. Louis Children's Hospital, Washington University School of Medicine, MO; Mayo Clinic Pediatric Multiple Sclerosis Center (M.R.), Mayo Clinic, Rochester, MN; Department of Pediatric Neurology (J.R.), Northwestern Feinberg School of Medicine, Chicago, IL; Children's Hospital Colorado (T.S.), University of Colorado, Denver; Division of Neurology (A.W.), Children's Hospital of Philadelphia, PA; Pediatric Multiple Sclerosis Center (B.W.-G.), Jacobs Neurological Institute, State University of New York Buffalo; and Department of Neurosciences (J.G.), University of California San Diego.
Association Between Time Spent Outdoors and Risk of Multiple Sclerosis
Prince Sebastian, Nicolas Cherbuin, Lisa F. Barcellos, Shelly Roalstad, Charles Casper, Janace Hart, Gregory S. Aaen, Lauren Krupp, Leslie Benson, Mark Gorman, Meghan Candee, Tanuja Chitnis, Manu Goyal, Benjamin Greenberg, Soe Mar, Moses Rodriguez, Jennifer Rubin, Teri Schreiner, Amy Waldman, Bianca Weinstock-Guttman, Jennifer Graves, Emmanuelle Waubant, Robyn Lucas, on behalf of US Network of Pediatric Multiple Sclerosis Centers
Neurology Jan 2022, 98 (3) e267-e278; DOI: 10.1212/WNL.0000000000013045
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Abstract
Background and Objectives This study aims to determine the contributions of sun exposure and ultraviolet radiation (UVR) exposure to risk of pediatric-onset multiple sclerosis (MS).
Methods Children with MS and controls recruited from multiple centers in the United States were matched on sex and age. Multivariable conditional logistic regression was used to investigate the association of time spent outdoors daily in summer, use of sun protection, and ambient summer UVR dose in the year before birth and the year before diagnosis with MS risk, with adjustment for sex, age, race, birth season, child's skin color, mother's education, tobacco smoke exposure, being overweight, and Epstein-Barr virus infection.
Results Three hundred thirty-two children with MS (median disease duration 7.3 months) and 534 controls were included after matching on sex and age. In a fully adjusted model, compared to spending <30 minutes outdoors daily during the most recent summer, greater time spent outdoors was associated with a marked reduction in the odds of developing MS, with evidence of dose-response (30 minutes–1 hour: adjusted odds ratio [AOR] 0.48, 95% confidence interval [CI] 0.23–0.99, p = 0.05; 1–2 hours: AOR 0.19, 95% CI 0.09–0.40, p < 0.001). Higher summer ambient UVR dose was also protective for MS (AOR 0.76 per 1 kJ/m2, 95% CI 0.62–0.94, p = 0.01).
Discussion If this is a causal association, spending more time in the sun during summer may be strongly protective against developing pediatric MS, as well as residing in a sunnier location.
Glossary
- AOR=
- adjusted odds ratio;
- BMI=
- body mass index;
- CI=
- confidence interval;
- EBV=
- Epstein-Barr virus;
- IgG=
- immunoglobulin G;
- MOG=
- myelin oligodendrocyte glycoprotein;
- MS=
- multiple sclerosis;
- 25(OH)D=
- 25-hydroxyvitamin D;
- UVR=
- ultraviolet radiation;
- VCA=
- EBV viral capsid antigen
Footnotes
Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.
US Network of Pediatric Multiple Sclerosis Centers coinvestigators are listed in the appendix 2 at the end of the article.
Infographic: links.lww.com/WNL/B738
- Received March 23, 2021.
- Accepted in final form October 19, 2021.
- © 2021 American Academy of Neurology
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Disputes & Debates: Rapid online correspondence
- Author Response: Association Between Time Spent Outdoors and Risk of Multiple Sclerosis
- Emmanuelle Waubant, Professor of Neurology and Pediatric, UCSF
- Robyn Lucas, Emeritus Professor of Epidemiology and Public Health, University of Western Australia
Submitted April 04, 2022 - Reader Response: Association Between Time Spent Outdoors and Risk of Multiple Sclerosis
- Steven Brenner, Retired Neurologist, Saint Louis University Neurology Department
Submitted February 18, 2022
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