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March 16, 2023Research Article

Association of Mitochondrial DNA Copy Number With Brain MRI Markers and Cognitive Function: A Meta-analysis of Community-Based Cohorts

View ORCID ProfileYuankai Zhang, Xue Liu, View ORCID ProfileKerri L. Wiggins, Nuzulul Kurniansyah, Xiuqing Guo, Amanda L Rodrigue, Wei Zhao, View ORCID ProfileLisa R Yanek, View ORCID ProfileScott M. Ratliff, Achilleas Pitsillides, Juan Sebastian Aguirre Patiño, View ORCID ProfileTamar Sofer, Dan E. Arking, Thomas R. Austin, View ORCID ProfileAlexa S. Beiser, View ORCID ProfileJohn Blangero, Eric Boerwinkle, Jan Bressler, Joanne E. Curran, Lifang Hou, Timothy M. Hughes, Sharon L Kardia, Lenore Launer, Daniel Levy, Tom H. Mosley, Ilya M. Nasrallah, Stephen S. Rich, Jerome I. Rotter, View ORCID ProfileSudha Seshadri, Wassim Tarraf, Kevin A. González, Vasan Ramachandran, Kristine Yaffe, Paul A Nyquist, Bruce M Psaty, Charles S. DeCarli, View ORCID ProfileJennifer A Smith, David C Glahn, Hector M González, Joshua C Bis, View ORCID ProfileMyriam Fornage, Susan R. Heckbert, Annette L. Fitzpatrick, Chunyu Liu, View ORCID ProfileClaudia L. Satizabal
First published March 16, 2023, DOI: https://doi.org/10.1212/WNL.0000000000207157
Yuankai Zhang
1Department of Biostatistics, School of Public Health, Boston University, Boston, MA 02118, USA
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Xue Liu
1Department of Biostatistics, School of Public Health, Boston University, Boston, MA 02118, USA
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Kerri L. Wiggins
2Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101, USA
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  • ORCID record for Kerri L. Wiggins
Nuzulul Kurniansyah
3Brigham and Women’s Hospital, Boston, MA 02115, USA
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Xiuqing Guo
4The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA 90502, USA
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Amanda L Rodrigue
5Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Boston, MA, 02115
6Department of Psychiatry, Harvard Medical School, Boston Children’s Hospital, Boston, MA, 02115
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Wei Zhao
7Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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Lisa R Yanek
8GeneSTAR Research Program, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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  • ORCID record for Lisa R Yanek
Scott M. Ratliff
7Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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  • ORCID record for Scott M. Ratliff
Achilleas Pitsillides
1Department of Biostatistics, School of Public Health, Boston University, Boston, MA 02118, USA
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Juan Sebastian Aguirre Patiño
9School of Medicine, Universidad de Los Andes, Bogotá, Colombia
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Tamar Sofer
3Brigham and Women’s Hospital, Boston, MA 02115, USA
10Harvard Medical School, Boston, MA 02115, USA
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  • ORCID record for Tamar Sofer
Dan E. Arking
11McKusick-Nathans Institute, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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Thomas R. Austin
12Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
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Alexa S. Beiser
1Department of Biostatistics, School of Public Health, Boston University, Boston, MA 02118, USA
13Department of Neurology, School of Medicine, Boston University Boston, MA, USA
14Framingham Heart Study, Framingham, MA, USA
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John Blangero
15Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas Rio Grande, 1 West University Blvd, Brownsville, TX 78520
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Eric Boerwinkle
16Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
17Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
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Jan Bressler
16Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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Joanne E. Curran
15Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas Rio Grande, 1 West University Blvd, Brownsville, TX 78520
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Lifang Hou
18Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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Timothy M. Hughes
19Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
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Sharon L Kardia
7Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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Lenore Launer
20National Institute on Aging, National Institutes of Health, Bethesda, MD 20892, USA
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Daniel Levy
14Framingham Heart Study, Framingham, MA, USA
21Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Tom H. Mosley
22Memory Impairment and Neurodegenerative Dementia (MIND) Center, School of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Ilya M. Nasrallah
23Center for Biomedical Image Computing and Analytics, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
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Stephen S. Rich
24Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA
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Jerome I. Rotter
4The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA 90502, USA
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Sudha Seshadri
14Framingham Heart Study, Framingham, MA, USA
25Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
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Wassim Tarraf
26Institute of Gerontology & Department of Healthcare Sciences, Wayne State University, Detroit, MI 48202, USA
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Kevin A. González
27Department of Neurosciences and Shiley-Marcos Alzheimer's Disease Center, University of California, San Diego, La Jolla, California, USA
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Vasan Ramachandran
14Framingham Heart Study, Framingham, MA, USA
28Department of Medicine, School of Medicine, Boston University, Boston, MA, USA; Department of Epidemiology, Boston University, Boston, MA, USA
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Kristine Yaffe
29University of California, San Francisco, CA 94143, USA
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Paul A Nyquist
30Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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Bruce M Psaty
31Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Systems and Population Health, University of Washington, Seattle, WA 98101, USA
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Charles S. DeCarli
32UC Davis Department of Neurology, CA, USA
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Jennifer A Smith
7Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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  • ORCID record for Jennifer A Smith
David C Glahn
5Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Boston, MA, 02115
6Department of Psychiatry, Harvard Medical School, Boston Children’s Hospital, Boston, MA, 02115
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Hector M González
27Department of Neurosciences and Shiley-Marcos Alzheimer's Disease Center, University of California, San Diego, La Jolla, California, USA
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Joshua C Bis
33Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101, USA
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Myriam Fornage
34Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
35Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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Susan R. Heckbert
36Cardiovascular Health Research Unit and Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
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Annette L. Fitzpatrick
37Departments of Family Medicine, Epidemiology, and Global Health, University of Washington, Seattle, WA 98195, USA
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Chunyu Liu
1Department of Biostatistics, School of Public Health, Boston University, Boston, MA 02118, USA
14Framingham Heart Study, Framingham, MA, USA
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Claudia L. Satizabal
14Framingham Heart Study, Framingham, MA, USA
25Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
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  • ORCID record for Claudia L. Satizabal
  • For correspondence: satizabal@uthscsa.edu
Full PDF
Citation
Association of Mitochondrial DNA Copy Number With Brain MRI Markers and Cognitive Function: A Meta-analysis of Community-Based Cohorts
Yuankai Zhang, Xue Liu, Kerri L. Wiggins, Nuzulul Kurniansyah, Xiuqing Guo, Amanda L Rodrigue, Wei Zhao, Lisa R Yanek, Scott M. Ratliff, Achilleas Pitsillides, Juan Sebastian Aguirre Patiño, Tamar Sofer, Dan E. Arking, Thomas R. Austin, Alexa S. Beiser, John Blangero, Eric Boerwinkle, Jan Bressler, Joanne E. Curran, Lifang Hou, Timothy M. Hughes, Sharon L Kardia, Lenore Launer, Daniel Levy, Tom H. Mosley, Ilya M. Nasrallah, Stephen S. Rich, Jerome I. Rotter, Sudha Seshadri, Wassim Tarraf, Kevin A. González, Vasan Ramachandran, Kristine Yaffe, Paul A Nyquist, Bruce M Psaty, Charles S. DeCarli, Jennifer A Smith, David C Glahn, Hector M González, Joshua C Bis, Myriam Fornage, Susan R. Heckbert, Annette L. Fitzpatrick, Chunyu Liu, Claudia L. Satizabal
Neurology Mar 2023, 10.1212/WNL.0000000000207157; DOI: 10.1212/WNL.0000000000207157

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Abstract

Background and Objectives: Previous studies suggest lower mitochondrial DNA (mtDNA) copy number (CN) is associated with neurodegenerative diseases. However, whether mtDNA CN in whole blood is related to endophenotypes of Alzheimer’s disease (AD) and AD related dementia (AD/ADRD) needs further investigation. We assessed the association of mtDNA CN with cognitive function and MRI measures in community-based samples of middle-aged to older adults.

Methods: We included dementia-free participants from nine diverse community-based cohorts with whole-genome sequencing in the Trans-Omics for Precision Medicine (TOPMed) program. Circulating mtDNA CN was estimated as twice the ratio of the average coverage of mtDNA to nuclear DNA. Brain MRI markers included total brain, hippocampal, and white matter hyperintensity volumes. General cognitive function was derived from distinct cognitive domains. We performed cohort-specific association analyses of mtDNA CN with AD/ADRD endophenotypes assessed within ±5 years (i.e., cross-sectional analyses) or 5 to 20 years after blood draw (i.e., prospective analyses) adjusting for potential confounders. We further explored associations stratified by sex and age (<60 vs. ≥60 years). Fixed-effects or sample size-weighted meta-analyses were performed to combine results. Finally, we performed Mendelian randomization (MR) analyses to assess causality.

Results: We included up to 19,152 participants (mean age 59 years, 57% women). Higher mtDNA CN was cross-sectionally associated with better general cognitive function (Beta=0.04; 95% CI 0.02, 0.06) independent of age, sex, batch effects, race/ethnicity, time between blood draw and cognitive evaluation, cohort-specific variables, and education. Additional adjustment for blood cell counts or cardiometabolic traits led to slightly attenuated results. We observed similar significant associations with cognition in prospective analyses, although of reduced magnitude. We found no significant associations between mtDNA CN and brain MRI measures in meta-analyses. MR analyses did not reveal a causal relation between mtDNA CN in blood and cognition.

Discussion:

Higher mtDNA CN in blood is associated with better current and future general cognitive function in large and diverse communities across the US. Although MR analyses did not support a causal role, additional research is needed to assess causality. Circulating mtDNA CN could serve nevertheless as a biomarker of current and future cognitive function in the community.

  • Received June 29, 2022.
  • Accepted in final form January 20, 2023.
  • © 2023 American Academy of Neurology

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