Mark Logue
Profiles

Mark W Logue, PhD

Professor, Biostatistics - Boston University School of Public Health

(857) 364-5665
Crosstown Center
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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
  • Statistician, National Center for PTSD - 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

Websites

Publications

  • Published on 9/19/2025

    Brown K, Shutes-David A, Wilson K, Shao Y, Logue M, Zeng QT, Tsuang DW. Machine learning-based risk scores are associated with conversion to dementia in Veterans. J Alzheimers Dis. 2025 Nov; 108(2):873-882. PMID: 40971323.

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  • Published on 9/10/2025

    Miller MW, Zhao X, Wolf EJ, Milberg WP, Fortier CB, Logue MW. Genetic and epigenetic analysis of plasma glial fibrillary acidic protein (GFAP) levels in PTSD. Mol Psychiatry. 2025 Sep 10. PMID: 40931166.

     Read At: PubMed
  • Published on 7/31/2025

    Elman JA, Buchholz E, Chen R, Sanderson-Cimino M, Bell TR, Whitsel N, Bangen KJ, Cronin-Golomb A, Dale AM, Eyler LT, Fennema-Notestine C, Franz CE, Gillespie NA, Granholm EL, Gustavson DE, Hagler DJ, Hauger RL, Jacobs DM, Jak AJ, Logue MW, Lyons MJ, McKenzie RE, Neale MC, Rissman RA, Reynolds CA, Toomey R, Wingfield A, Xian H, Tu XM, Kremen WS, Panizzon MS. Practice effects persist over two decades of cognitive testing: Implications for longitudinal research. medRxiv. 2025 Jul 31. PMID: 40585136.

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  • Published on 7/24/2025

    Sherva R, Zhu C, Zhang R, Mez J, Hauger R, Merritt VC, Panizzon M, Gaziano JM, Catanzaro V, Schellenberg GD, Pericak-Vance M, Haines JL, Wang LS, Mayeux R, Farrer LA, Logue MW. Genome-wide association studies of Alzheimer's disease and related disorders stratified by sex, onset age, and Apolipoprotein E genotype reveal novel risk loci in African Americans. Alzheimers Res Ther. 2025 Jul 24; 17(1):171. PMID: 40708016.

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  • Published on 7/17/2025

    Rajabli F, Benchek P, Tosto G, Kushch N, Sha J, Bazemore K, Zhu C, Lee WP, Haut J, Hamilton-Nelson KL, Wheeler NR, Zhao Y, Farrell JJ, Grunin MA, Leung YY, Kuksa PP, Li D, da Fonseca EL, Mez JB, Palmer EL, Pillai J, Sherva RM, Song YE, Zhang X, Ikeuchi T, Iqbal T, Pathak O, Valladares O, Reyes-Dumeyer D, Kuzma AB, Abner E, Adams LD, Adams PM, Aguirre A, Albert MS, Albin RL, Allen M, Alvarez L, Apostolova LG, Arnold SE, Asthana S, Atwood CS, Auerbach S, Ayres G, Baldwin CT, Barber RC, Barnes LL, Barral S, Beach TG, Becker JT, Beecham GW, Beekly D, Benitez BA, Bennett D, Bertelson J, Bird TD, Blacker D, Boeve BF, Bowen JD, Boxer A, Brewer J, Burke JR, Burns JM, Buxbaum JD, Cairns NJ, Cantwell LB, Cao C, Carlson CS, Carlsson CM, Carney RM, Carrasquillo MM, Chasse S, Chesselet MF, Chin NA, Chui HC, Chung J, Craft S, Crane PK, Cribbs DH, Crocco EA, Cruchaga C, Cuccaro ML, Cullum M, Darby E, Davis B, De Jager PL, DeCarli C, DeToledo J, Dick M, Dickson DW, Dombroski BA, Doody RS, Duara R, Ertekin-Taner N, Evans DA, Faber KM, Fairchild TJ, Fallon KB, Fardo DW, Farlow MR, Fernandez-Hernandez V, Ferris S, Friedland RP, Foroud TM, Frosch MP, Fulton-Howard B, Galasko DR, Gamboa A, Gearing M, Geschwind DH, Ghetti B, Gilbert JR, Go RCP, Goate AM, Grabowski TJ, Graff-Radford NR, Green RC, Growdon JH, Hakonarson H, Hall J, Hamilton RL, Harari O, Hardy J, Harrell LE, Head E, Henderson VW, Hernandez M, Hohman T, Honig LS, Huebinger RM, Huentelman MJ, Hulette CM, Hyman BT, Hynan LS, Ibanez L, Jarvik GP, Jayadev S, Jin LW, Johnson K, Johnson L, Kamboh MI, Karydas AM, Katz MJ, Kauwe JS, Kaye JA, Keene CD, Khaleeq A, Kikuchi M, Kim R, Knebl J, Kowall NW, Kramer JH, Kukull WA, LaFerla FM, Lah JJ, Larson EB, Lerner A, Leverenz JB, Levey AI, Lieberman AP, Lipton RB, Logue M, Lopez OL, Lunetta KL, Lyketsos CG, Mains D, Margaret FE, Marson DC, Martin ER, Martiniuk F, Mash DC, Masliah E, Massman P, Masurkar A, McCormick WC, McCurry SM, McDavid AN, McDonough S, McKee AC, Mesulam M, Miller BL, Miller CA, Miller JW, Montine TJ, Monuki ES, Morris JC, Mukherjee S, Myers AJ, Nguyen T, Obisesan T, O'Bryant S, Olichney JM, Ory M, Palmer R, Parisi JE, Paulson HL, Pavlik V, Paydarfar D, Perez V, Peskind E, Petersen RC, Petrovitch H, Pierce A, Polk M, Poon WW, Potter H, Qu L, Quiceno M, Quinn JF, Raj A, Raskind M, Reiman EM, Reisberg B, Reisch JS, Ringman JM, Roberson ED, Rodriguear M, Rogaeva E, Rosen HJ, Rosenberg RN, Royall DR, Sabbagh M, Sadovnick AD, Sager MA, Sano M, Saykin AJ, Schneider JA, Schneider LS, Seeley WW, Slifer SH, Small S, Smith AG, Smith JP, Sonnen JA, Spina S, George-Hyslop PS, Starks TD, Stern RA, Stevens AB, Strittmatter SM, Sultzer D, Swerdlow RH, Tanzi RE, Tilson JL, Trojanowski JQ, Troncoso JC, Tsolaki M, Tsuang DW, Van Deerlin VM, van Eldik LJ, Vance JM, Vardarajan BN, Vassar R, Vinters HV, Vonsattel JP, Weintraub S, Welsh-Bohmer KA, Whitehead PL, Wijsman EM, Wilhelmsen KC, Williams B, Williamson J, Wilms H, Wingo TS, Wisniewski T, Woltjer RL, Woon M, Wright CB, Wu CK, Younkin SG, Yu CE, Yu L, Zhu X, Kunkle BW, Bush WS, Miyashita A, Byrd GS, Wang LS, Farrer LA, Haines JL, Mayeux R, Pericak-Vance MA, Schellenberg GD, Jun GR, Reitz C, Naj AC. Multi-ancestry genome-wide meta-analysis of 56,241 individuals identifies known and novel cross-population and ancestry-specific associations as novel risk loci for Alzheimer's disease. Genome Biol. 2025 Jul 17; 26(1):210. PMID: 40676597.

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  • Published on 6/18/2025

    Nicolas A, Sherva R, Grenier-Boley B, Kim Y, Kikuchi M, Timsina J, de Rojas I, Dalmasso MC, Zhou X, Le Guen Y, Arboleda-Bustos CE, Camargos Bicalho MA, Guerchet M, van der Lee S, Goss M, Castillo A, Bellenguez C, Küçükali F, Satizabal CL, Fongang B, Yang Q, Peters O, Schneider A, Dichgans M, Rujescu D, Scherbaum N, Deckert J, Riedel-Heller S, Hausner L, Molina-Porcel L, Düzel E, Grimmer T, Wiltfang J, Heilmann-Heimbach S, Moebus S, Tegos T, Scarmeas N, Dols-Icardo O, Moreno F, Pérez-Tur J, Bullido MJ, Pastor P, Sánchez-Valle R, Álvarez V, Cao H, Ip NY, Fu AKY, Ip FCF, Olivar N, Muchnik C, Cuesta C, Campanelli L, Solis P, Politis DG, Kochen S, Brusco LI, Boada M, García-González P, Puerta R, Mir P, Real LM, Piñol-Ripoll G, García-Alberca JM, Royo JL, Rodriguez-Rodriguez E, Soininen H, Heikkinen S, de Mendonça A, Mehrabian S, Traykov L, Hort J, Vyhnalek M, Rasmussen KL, Thomassen JQ, Pijnenburg YAL, Holstege H, van Swieten JC, Seelaar H, Claassen JAHR, Jansen WJ, Ramakers I, Verhey F, van der Lugt A, Scheltens P, Ortega-Rojas J, Concha Mera AG, Mahecha MF, Pardo R, Arboleda G, Bahrami S, Fominykh V, Selbæk G, Graff C, Papenberg G, Giedraitis V, Boland A, Deleuze JF, de Marco LA, de Moraes EN, de Mattos Viana B, Túlio Gualberto Cintra M, Juarez-Cedillo T, Griswold AJ, Forund T, Haines J, Farrer L, DeStefano A, Wijsman E, Mayeux R, Pericak-Vance M, Kunkle B, Goate A, Schellenberg GD, Vardarajan B, Wang LS, Leung YY, Dalgard CL, Nicolas G, Wallon D, Dufouil C, Pasquier F, Hanon O, Debette S, Grünblatt E, Popp J, Angel B, Gloger S, Chacon MV, Aranguiz R, Orellana P, Slachevsky A, Gonzalez-Billault C, Albala C, Fuentes P, Sachdev P, Mather KA, Hauger RL, Merritt V, Panizzon M, Zhang R, Gaziano JM, Ghidoni R, Galimberti D, Arosio B, Mecocci P, Solfrizzi V, Parnetti L, Squassina A, Tremolizzo L, Borroni B, Nacmias B, Caffarra P, Seripa D, Rainero I, Daniele A, Piras F, Leonard HL, Yokoyama JS, Nalls MA, Miyashita A, Hara N, Ozaki K, Niida S, Williams J, Masullo C, Amouyel P, Preux PM, Mbelesso P, Bandzouzi B, Saykin A, Jessen F, Kehoe PG, Van Duijn C, Ben Salem N, Frikke-Schmidt R, Cherni L, Greicius MD, Tsolaki M, Sánchez-Juan P, Romano Silva MA, Porter T, Laws SM, Sleegers K, Ingelsson M, Dartigues JF, Seshadri S, Rossi G, Morelli L, Hiltunen M, Sims R, van der Flier W, Andreassen OA, Arboleda H, Cruchaga C, Escott-Price V, Ruiz A, Lee KH, Ikeuchi T, Ramirez A, Gim J, Logue M, Lambert JC. Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations. Nat Genet. 2025 Jul; 57(7):1598-1610. PMID: 40533518.

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  • 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.

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  • 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 Aug; 128:540-548. PMID: 40286993.

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  • 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.

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  • 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.

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