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April 01, 2021Article

Association Between Hemostatic Profile and Migraine: A Mendelian Randomization Analysis

Yanjun Guo, View ORCID ProfilePamela M. Rist, View ORCID ProfileMaria Sabater Lleal, View ORCID ProfilePaul de Vries, Nicholas Smith, View ORCID ProfilePaul M Ridker, View ORCID ProfileTobias Kurth, View ORCID ProfileDaniel Chasman
First published April 1, 2021, DOI: https://doi.org/10.1212/WNL.0000000000011931
Yanjun Guo
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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Pamela M. Rist
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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Maria Sabater Lleal
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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  • ORCID record for Maria Sabater Lleal
Paul de Vries
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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  • ORCID record for Paul de Vries
Nicholas Smith
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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Paul M Ridker
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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  • ORCID record for Paul M Ridker
Tobias Kurth
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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  • ORCID record for Tobias Kurth
Daniel Chasman
Yanjun Guo, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115; Pamela Rist, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Maria Sabater-Lleal, Genomics of Complex Diseases, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain. Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden; Paul de Vries, Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030;Nicholas Smith, Department of Epidemiology, University of Washington, Seattle, WA. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA. Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, WA; Paul Ridker, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215. Harvard Medical School, Boston, MA 02115. Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115;Tobias Kurth, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115. Institute of Public Health, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Daniel Chasman, Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA 02215 and Harvard Medical School, Boston, MA 02115, and Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115.
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Citation
Association Between Hemostatic Profile and Migraine: A Mendelian Randomization Analysis
Yanjun Guo, Pamela M. Rist, Maria Sabater Lleal, Paul de Vries, Nicholas Smith, Paul M Ridker, Tobias Kurth, Daniel Chasman
Neurology Apr 2021, 10.1212/WNL.0000000000011931; DOI: 10.1212/WNL.0000000000011931

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Abstract

Objective: To assess support for a causal relationship between hemostatic measures and migraine susceptibility using genetic instrumental analysis.

Methods: Two-sample Mendelian randomization (MR) instrumental leveraging available genome-wide association study (GWAS) summary statistics was applied to hemostatic measures as potential causal for migraine and its subtypes, migraine with aura (MA) and migraine without aura (MO). Twelve blood-based measures of hemostasis were examined, including plasma level or activity of eight hemostatic factors and two fibrinopeptides together with two hemostasis clinical tests.

Results: There were significant instrumental effects between increased coagulation factor VIII activity (FVIII, OR [95% CI]=1.05[1.03, 1.08]/SD, P=6.08×10-05), von Willebrand factor level (VWF, 1.05[1.03, 1.08]/SD, P=2.25×10-06), and phosphorylated fibrinopeptide A level (1.13[1.07, 1.19]/SD, P=5.44×10-06) with migraine susceptibility. When extended to migraine subtypes, FVIII, VWF, and phosphorylated fibrinopeptide A showed slightly stronger effects with MA than overall migraine. Fibrinogen level was inversely linked with MA (0.76[0.64, 0.91]/SD, P=2.32×10-03) but not overall migraine. None of the hemostatic factors was linked with MO. In sensitivity analysis, effects for fibrinogen and phosphorylated fibrinopeptide A were robust, while independent effects of FVIII and VWF could not be distinguished, and FVIIII associations were potentially affected by pleiotropy at the ABO locus. Causal effects from migraine to the hemostatic measures were not supported in reverse MR. However, MA was not included due to lack of instruments.

Conclusions: The findings support potential causality of increased FVIII, VWF, and phosphorylated fibrinopeptide A, and decreased fibrinogen in migraine susceptibility, especially for MA, potentially revealing etiologic relationships between hemostasis and migraine.

  • Received August 27, 2020.
  • Accepted in final form February 24, 2021.
  • © 2021 American Academy of Neurology

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