
Mark W Logue, PhD
Professor, Biostatistics - Boston University School of Public Health
Biography
My research involves the use of computational tools to search the human genome for genetic variants influencing risk of psychiatric and neurological disorders including panic disorder, post-traumatic stress disorder, and Alzheimer’s disease. The genetics of these traits is complex, as multiple genes interact with environmental factors to determine an individual’s risk. When studying psychiatric traits, this complexity is compounded because psychiatric disorders are not distinct at the genetic level. For example, genetic variants that increase risk of developing panic disorder may also predispose an individual to bipolar disorder or phobias. To unravel this complexity, information must be integrated from a variety of sources, including families with a multiple affected individuals, large case-control study samples, and samples from different ancestral populations. The type of genetic data that can be examined is similarly diverse and can include microsatellite markers, single nucleotide polymorphisms, and base-pair level sequence data. By leveraging these multiple sources of data, and by using analysis methods that allow for this complexity at both the genetic and trait level, the presence of disease can be correlated with variants across multiple genes. The identification of these variants can implicate new biological systems or molecular pathways which are disrupted, potentially resulting in the development of new biomarkers of disease, new treatments, or personalized therapies based on a patient’s genetic profile.
Other Positions
- Professor, Psychiatry - Boston University Chobanian & Avedisian School of Medicine
- Investigator - Framingham Heart Study
- Member, Evans Center for Interdisciplinary Biomedical Research - Boston University
- - VA Boston Healthcare System
- Member, Genome Science Institute - Boston University
Education
- University of Iowa, PhD Field of Study: Statistics
- University of Iowa, MS Field of Study: Statistics
- University of Oregon, BS Field of Study: Mathematics
Publications
- Published on 5/14/2025
Zhao X, Katrinli S, McCormick BM, Miller MW, Nugent NR, Wani AH, Zannas AS, Aiello AE, Baker DG, Boks MP, Chen CY, Fortier CB, Gelernter J, Geuze E, Koenen KC, Linnstaedt SD, Luykx JJ, Maihofer AX, McLean SA, Milberg WP, Ratanatharathorn A, Ressler KJ, Risbrough VB, Rutten BPF, Smoller JW, Stein MB, Ursano RJ, Vermetten E, Vinkers CH, Ware EB, Wildman DE, Zhao Y, Logue MW, Nievergelt CM, Smith AK, Uddin M, Wolf EJ. PTSD and epigenetic aging: a longitudinal meta-analysis. Psychol Med. 2025 May 14; 55:e142. PMID: 40366073.
Read At: PubMed
- Published on 4/24/2025
Smith AK, Katrinli S, Maihofer AX, Aiello AE, Baker DG, Boks MP, Brick LA, Chen CY, Dalvie S, Fani N, Fortier CB, Gelernter J, Geuze E, Gillespie CF, Hayes JP, Hong S, Kessler RC, King AP, Koen N, Koenen KC, Liberzon I, Linnstaedt SD, McLean SA, Michopoulos V, Milberg WP, Miller MW, Mufford MS, Nugent NR, Orcutt HK, Powers A, Rauch SAM, Ressler KJ, Risbrough VB, Rutten BPF, Smoller JW, Stein DJ, Stein MB, Ursano RJ, Verfaellie MH, Vermetten E, Vinkers CH, Wani AH, WareVinkers EB, Wildman DE, Wolf EJ, Zhao Y, Logue MW, Nievergelt CM, Uddin M, Zannas AS. Cell-type-specific and inflammatory DNA methylation patterns associated with PTSD. Brain Behav Immun. 2025 Apr 24; 128:540-548. PMID: 40286993.
Read At: PubMed
- Published on 3/14/2025
Pierce ME, Logue M, Sherva R, Miller M, Huber BR, Milberg W, Hayes JP. Association of Alzheimer's disease genetic risk with age-dependent changes in plasma amyloid-ß42:40 in Veterans. J Alzheimers Dis. 2025 Apr; 104(4):1006-1012. PMID: 40084666.
Read At: PubMed
- Published on 12/18/2024
Merritt VC, Zhang R, Sherva R, Ly MT, Marra D, Panizzon MS, Tsuang DW, Hauger RL, Logue MW. Curation and validation of electronic medical record-based dementia diagnoses in the VA Million Veteran Program. J Alzheimers Dis. 2025 Jan; 103(1):180-193. PMID: 39692476.
Read At: PubMed
- Published on 12/18/2024
Katrinli S, Wani AH, Maihofer AX, Ratanatharathorn A, Daskalakis NP, Montalvo-Ortiz J, Núñez-Ríos DL, Zannas AS, Zhao X, Aiello AE, Ashley-Koch AE, Avetyan D, Baker DG, Beckham JC, Boks MP, Brick LA, Bromet E, Champagne FA, Chen CY, Dalvie S, Dennis MF, Fatumo S, Fortier C, Galea S, Garrett ME, Geuze E, Grant G, Hauser MA, Hayes JP, Hemmings SMJ, Huber BR, Jajoo A, Jansen S, Kessler RC, Kimbrel NA, King AP, Kleinman JE, Koen N, Koenen KC, Kuan PF, Liberzon I, Linnstaedt SD, Lori A, Luft BJ, Luykx JJ, Marx CE, McLean SA, Mehta D, Milberg W, Miller MW, Mufford MS, Musanabaganwa C, Mutabaruka J, Mutesa L, Nemeroff CB, Nugent NR, Orcutt HK, Qin XJ, Rauch SAM, Ressler KJ, Risbrough VB, Rutembesa E, Rutten BPF, Seedat S, Stein DJ, Stein MB, Toikumo S, Ursano RJ, Uwineza A, Verfaellie MH, Vermetten E, Vinkers CH, Ware EB, Wildman DE, Wolf EJ, Young RM, Zhao Y, van den Heuvel LL, Uddin M, Nievergelt CM, Smith AK, Logue MW. Epigenome-wide association studies identify novel DNA methylation sites associated with PTSD: a meta-analysis of 23 military and civilian cohorts. Genome Med. 2024 Dec 18; 16(1):147. PMID: 39696436.
Read At: PubMed
- Published on 10/24/2024
Morey RA, Zheng Y, Bayly H, Sun D, Garrett ME, Gasperi M, Maihofer AX, Baird CL, Grasby KL, Huggins AA, Haswell CC, Thompson PM, Medland S, Gustavson DE, Panizzon MS, Kremen WS, Nievergelt CM, Ashley-Koch AE, Logue MW. Genomic structural equation modeling reveals latent phenotypes in the human cortex with distinct genetic architecture. Transl Psychiatry. 2024 Oct 24; 14(1):451. PMID: 39448598.
Read At: PubMed
- Published on 10/1/2024
Belloy ME, Le Guen Y, Stewart I, Williams K, Herz J, Sherva R, Zhang R, Merritt V, Panizzon MS, Hauger RL, Gaziano JM, Logue M, Napolioni V, Greicius MD. Role of the X Chromosome in Alzheimer Disease Genetics. JAMA Neurol. 2024 Oct 01; 81(10):1032-1042. PMID: 39250132.
Read At: PubMed
- Published on 9/27/2024
Wani AH, Katrinli S, Zhao X, Daskalakis NP, Zannas AS, Aiello AE, Baker DG, Boks MP, Brick LA, Chen CY, Dalvie S, Fortier C, Geuze E, Hayes JP, Kessler RC, King AP, Koen N, Liberzon I, Lori A, Luykx JJ, Maihofer AX, Milberg W, Miller MW, Mufford MS, Nugent NR, Rauch S, Ressler KJ, Risbrough VB, Rutten BPF, Stein DJ, Stein MB, Ursano RJ, Verfaellie MH, Vermetten E, Vinkers CH, Ware EB, Wildman DE, Wolf EJ, Nievergelt CM, Logue MW, Smith AK, Uddin M. Blood-based DNA methylation and exposure risk scores predict PTSD with high accuracy in military and civilian cohorts. BMC Med Genomics. 2024 Sep 27; 17(1):235. PMID: 39334086.
Read At: PubMed
- Published on 9/9/2024
Ahmad S, Imtiaz MA, Mishra A, Wang R, Herrera-Rivero M, Bis JC, Fornage M, Roshchupkin G, Hofer E, Logue M, Longstreth WT, Xia R, Bouteloup V, Mosley T, Launer LJ, Khalil M, Kuhle J, Rissman RA, Chene G, Dufouil C, Djoussé L, Lyons MJ, Mukamal KJ, Kremen WS, Franz CE, Schmidt R, Debette S, Breteler MMB, Berger K, Yang Q, Seshadri S, Aziz NA, Ghanbari M, Ikram MA. Genome-wide association study meta-analysis of neurofilament light (NfL) levels in blood reveals novel loci related to neurodegeneration. Commun Biol. 2024 Sep 09; 7(1):1103. PMID: 39251807.
Read At: PubMed
- Published on 8/22/2024
Moody JN, Howard E, Nolan KE, Prieto S, Logue MW, Hayes JP. Traumatic Brain Injury and Genetic Risk for Alzheimer's Disease Impact Cerebrospinal Fluid ß-Amyloid Levels in Vietnam War Veterans. Neurotrauma Rep. 2024; 5(1):760-769. PMID: 39184178.
Read At: PubMed
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News & In the Media
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Published on June 15, 2023
VA Researcher Helping to Change the Future of Alzheimer’s Disease