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profileMartin Joseph Ankrah Aryee, Ph.D.

TitleAssistant Professor of Pathology
InstitutionMassachusetts General Hospital
DepartmentPathology
AddressMassachusetts General Hospital
Molecular Pathology, 6016
149 13th Street
Charlestown MA 02129
Phone617/643-4240
Fax617/726-5684
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Other Positions
TitleAssistant Professor in the Dept. of Biostatistics
InstitutionHarvard School of Public Health
DepartmentBiostatistics


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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Heist RS, Shim HS, Gingipally S, Mino-Kenudson M, Le L, Gainor JF, Zheng Z, Aryee M, Xia J, Jia P, Jin H, Zhao Z, Pao W, Engelman JA, Iafrate AJ. MET Exon 14 Skipping in Non-Small Cell Lung Cancer. Oncologist. 2016 Apr; 21(4):481-6. PMID: 27022036.
    View in: PubMed
  2. Perin J, Fischer Walker CL, Black RE, Aryee MJ. Meta-Analysis With a Continuous Covariate That Is Differentially Categorized Across Studies. Am J Epidemiol. 2016 Mar 1; 183(5):507-14. PMID: 26867775.
    View in: PubMed
  3. Kleinstiver BP, Prew MS, Tsai SQ, Topkar VV, Nguyen NT, Zheng Z, Gonzales AP, Li Z, Peterson RT, Yeh JR, Aryee MJ, Joung JK. Engineered CRISPR-Cas9 nucleases with altered PAM specificities. Nature. 2015 Jul 23; 523(7561):481-5. PMID: 26098369; PMCID: PMC4540238 [Available on 01/23/16].
  4. O'Brien TD, Jia P, Xia J, Saxena U, Jin H, Vuong H, Kim P, Wang Q, Aryee MJ, Mino-Kenudson M, Engelman JA, Le LP, Iafrate AJ, Heist RS, Pao W, Zhao Z. Inconsistency and features of single nucleotide variants detected in whole exome sequencing versus transcriptome sequencing: A case study in lung cancer. Methods. 2015 Jul 15; 83:118-27. PMID: 25913717; PMCID: PMC4509831 [Available on 07/15/16].
  5. Van Rechem C, Black JC, Boukhali M, Aryee MJ, Gräslund S, Haas W, Benes CH, Whetstine JR. Lysine demethylase KDM4A associates with translation machinery and regulates protein synthesis. Cancer Discov. 2015 Mar; 5(3):255-63. PMID: 25564516; PMCID: PMC4355328.
  6. Tsai SQ, Zheng Z, Nguyen NT, Liebers M, Topkar VV, Thapar V, Wyvekens N, Khayter C, Iafrate AJ, Le LP, Aryee MJ, Joung JK. GUIDE-seq enables genome-wide profiling of off-target cleavage by CRISPR-Cas nucleases. Nat Biotechnol. 2015 Feb; 33(2):187-97. PMID: 25513782; PMCID: PMC4320685.
  7. Ziller MJ, Hansen KD, Meissner A, Aryee MJ. Coverage recommendations for methylation analysis by whole-genome bisulfite sequencing. Nat Methods. 2015 Mar; 12(3):230-2, 1 p following 232. PMID: 25362363; PMCID: PMC4344394.
  8. Riggi N, Knoechel B, Gillespie SM, Rheinbay E, Boulay G, Suvà ML, Rossetti NE, Boonseng WE, Oksuz O, Cook EB, Formey A, Patel A, Gymrek M, Thapar V, Deshpande V, Ting DT, Hornicek FJ, Nielsen GP, Stamenkovic I, Aryee MJ, Bernstein BE, Rivera MN. EWS-FLI1 utilizes divergent chromatin remodeling mechanisms to directly activate or repress enhancer elements in Ewing sarcoma. Cancer Cell. 2014 Nov 10; 26(5):668-81. PMID: 25453903; PMCID: PMC4492343.
  9. Yip WK, Fier H, DeMeo DL, Aryee M, Laird N, Lange C. A novel method for detecting association between DNA methylation and diseases using spatial information. Genet Epidemiol. 2014 Dec; 38(8):714-21. PMID: 25250875; PMCID: PMC4236268 [Available on 12/01/15].
  10. Tsai SQ, Wyvekens N, Khayter C, Foden JA, Thapar V, Reyon D, Goodwin MJ, Aryee MJ, Joung JK. Dimeric CRISPR RNA-guided FokI nucleases for highly specific genome editing. Nat Biotechnol. 2014 Jun; 32(6):569-76. PMID: 24770325; PMCID: PMC4090141.
  11. Liu Y, Li X, Aryee MJ, Ekström TJ, Padyukov L, Klareskog L, Vandiver A, Moore AZ, Tanaka T, Ferrucci L, Fallin MD, Feinberg AP. GeMes, clusters of DNA methylation under genetic control, can inform genetic and epigenetic analysis of disease. Am J Hum Genet. 2014 Apr 3; 94(4):485-95. PMID: 24656863; PMCID: PMC3980524.
  12. Aryee MJ, Jaffe AE, Corrada-Bravo H, Ladd-Acosta C, Feinberg AP, Hansen KD, Irizarry RA. Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinformatics. 2014 May 15; 30(10):1363-9. PMID: 24478339; PMCID: PMC4016708.
  13. Zou J, Lippert C, Heckerman D, Aryee M, Listgarten J. Epigenome-wide association studies without the need for cell-type composition. Nat Methods. 2014 Mar; 11(3):309-11. PMID: 24464286.
    View in: PubMed
  14. Simcha DM, Younes L, Aryee MJ, Geman D. Identification of direction in gene networks from expression and methylation. BMC Syst Biol. 2013; 7:118. PMID: 24182195; PMCID: PMC4228359.
  15. Lanata CF, Fischer-Walker CL, Olascoaga AC, Torres CX, Aryee MJ, Black RE. Global causes of diarrheal disease mortality in children <5 years of age: a systematic review. PLoS One. 2013; 8(9):e72788. PMID: 24023773; PMCID: PMC3762858.
  16. Guintivano J, Aryee MJ, Kaminsky ZA. A cell epigenotype specific model for the correction of brain cellular heterogeneity bias and its application to age, brain region and major depression. Epigenetics. 2013 Mar; 8(3):290-302. PMID: 23426267; PMCID: PMC3669121.
  17. Aryee MJ, Liu W, Engelmann JC, Nuhn P, Gurel M, Haffner MC, Esopi D, Irizarry RA, Getzenberg RH, Nelson WG, Luo J, Xu J, Isaacs WB, Bova GS, Yegnasubramanian S. DNA methylation alterations exhibit intraindividual stability and interindividual heterogeneity in prostate cancer metastases. Sci Transl Med. 2013 Jan 23; 5(169):169ra10. PMID: 23345608; PMCID: PMC3577373.
  18. Liu Y, Aryee MJ, Padyukov L, Fallin MD, Hesselberg E, Runarsson A, Reinius L, Acevedo N, Taub M, Ronninger M, Shchetynsky K, Scheynius A, Kere J, Alfredsson L, Klareskog L, Ekström TJ, Feinberg AP. Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis. Nat Biotechnol. 2013 Feb; 31(2):142-7. PMID: 23334450; PMCID: PMC3598632.
  19. Lim SS, Vos T, Flaxman AD, Danaei G, Shibuya K, Adair-Rohani H, Amann M, Anderson HR, Andrews KG, Aryee M, Atkinson C, Bacchus LJ, Bahalim AN, Balakrishnan K, Balmes J, Barker-Collo S, Baxter A, Bell ML, Blore JD, Blyth F, Bonner C, Borges G, Bourne R, Boussinesq M, Brauer M, Brooks P, Bruce NG, Brunekreef B, Bryan-Hancock C, Bucello C, Buchbinder R, Bull F, Burnett RT, Byers TE, Calabria B, Carapetis J, Carnahan E, Chafe Z, Charlson F, Chen H, Chen JS, Cheng AT, Child JC, Cohen A, Colson KE, Cowie BC, Darby S, Darling S, Davis A, Degenhardt L, Dentener F, Des Jarlais DC, Devries K, Dherani M, Ding EL, Dorsey ER, Driscoll T, Edmond K, Ali SE, Engell RE, Erwin PJ, Fahimi S, Falder G, Farzadfar F, Ferrari A, Finucane MM, Flaxman S, Fowkes FG, Freedman G, Freeman MK, Gakidou E, Ghosh S, Giovannucci E, Gmel G, Graham K, Grainger R, Grant B, Gunnell D, Gutierrez HR, Hall W, Hoek HW, Hogan A, Hosgood HD, Hoy D, Hu H, Hubbell BJ, Hutchings SJ, Ibeanusi SE, Jacklyn GL, Jasrasaria R, Jonas JB, Kan H, Kanis JA, Kassebaum N, Kawakami N, Khang YH, Khatibzadeh S, Khoo JP, Kok C, Laden F, Lalloo R, Lan Q, Lathlean T, Leasher JL, Leigh J, Li Y, Lin JK, Lipshultz SE, London S, Lozano R, Lu Y, Mak J, Malekzadeh R, Mallinger L, Marcenes W, March L, Marks R, Martin R, McGale P, McGrath J, Mehta S, Mensah GA, Merriman TR, Micha R, Michaud C, Mishra V, Mohd Hanafiah K, Mokdad AA, Morawska L, Mozaffarian D, Murphy T, Naghavi M, Neal B, Nelson PK, Nolla JM, Norman R, Olives C, Omer SB, Orchard J, Osborne R, Ostro B, Page A, Pandey KD, Parry CD, Passmore E, Patra J, Pearce N, Pelizzari PM, Petzold M, Phillips MR, Pope D, Pope CA, Powles J, Rao M, Razavi H, Rehfuess EA, Rehm JT, Ritz B, Rivara FP, Roberts T, Robinson C, Rodriguez-Portales JA, Romieu I, Room R, Rosenfeld LC, Roy A, Rushton L, Salomon JA, Sampson U, Sanchez-Riera L, Sanman E, Sapkota A, Seedat S, Shi P, Shield K, Shivakoti R, Singh GM, Sleet DA, Smith E, Smith KR, Stapelberg NJ, Steenland K, Stöckl H, Stovner LJ, Straif K, Straney L, Thurston GD, Tran JH, Van Dingenen R, van Donkelaar A, Veerman JL, Vijayakumar L, Weintraub R, Weissman MM, White RA, Whiteford H, Wiersma ST, Wilkinson JD, Williams HC, Williams W, Wilson N, Woolf AD, Yip P, Zielinski JM, Lopez AD, Murray CJ, Ezzati M, AlMazroa MA, Memish ZA. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012 Dec 15; 380(9859):2224-60. PMID: 23245609; PMCID: PMC4156511.
  20. Herb BR, Wolschin F, Hansen KD, Aryee MJ, Langmead B, Irizarry R, Amdam GV, Feinberg AP. Reversible switching between epigenetic states in honeybee behavioral subcastes. Nat Neurosci. 2012 Oct; 15(10):1371-3. PMID: 22983211; PMCID: PMC3518384.
  21. Sabunciyan S, Aryee MJ, Irizarry RA, Rongione M, Webster MJ, Kaufman WE, Murakami P, Lessard A, Yolken RH, Feinberg AP, Potash JB. Genome-wide DNA methylation scan in major depressive disorder. PLoS One. 2012; 7(4):e34451. PMID: 22511943; PMCID: PMC3325245.
  22. Fischer Walker CL, Perin J, Aryee MJ, Boschi-Pinto C, Black RE. Diarrhea incidence in low- and middle-income countries in 1990 and 2010: a systematic review. BMC Public Health. 2012; 12:220. PMID: 22436130; PMCID: PMC3323412.
  23. Easwaran H, Johnstone SE, Van Neste L, Ohm J, Mosbruger T, Wang Q, Aryee MJ, Joyce P, Ahuja N, Weisenberger D, Collisson E, Zhu J, Yegnasubramanian S, Matsui W, Baylin SB. A DNA hypermethylation module for the stem/progenitor cell signature of cancer. Genome Res. 2012 May; 22(5):837-49. PMID: 22391556; PMCID: PMC3337430.
  24. Mathias DK, Plieskatt JL, Armistead JS, Bethony JM, Abdul-Majid KB, McMillan A, Angov E, Aryee MJ, Zhan B, Gillespie P, Keegan B, Jariwala AR, Rezende W, Bottazzi ME, Scorpio DG, Hotez PJ, Dinglasan RR. Expression, immunogenicity, histopathology, and potency of a mosquito-based malaria transmission-blocking recombinant vaccine. Infect Immun. 2012 Apr; 80(4):1606-14. PMID: 22311924; PMCID: PMC3318422.
  25. Lee H, Jaffe AE, Feinberg JI, Tryggvadottir R, Brown S, Montano C, Aryee MJ, Irizarry RA, Herbstman J, Witter FR, Goldman LR, Feinberg AP, Fallin MD. DNA methylation shows genome-wide association of NFIX, RAPGEF2 and MSRB3 with gestational age at birth. Int J Epidemiol. 2012 Feb; 41(1):188-99. PMID: 22422452; PMCID: PMC3304532.
  26. Chittenden TW, Howe EA, Taylor JM, Mar JC, Aryee MJ, Gómez H, Sultana R, Braisted J, Nair SJ, Quackenbush J, Holmes C. nEASE: a method for gene ontology subclassification of high-throughput gene expression data. Bioinformatics. 2012 Mar 1; 28(5):726-8. PMID: 22247278.
    View in: PubMed
  27. Walker CL, Aryee MJ, Boschi-Pinto C, Black RE. Estimating diarrhea mortality among young children in low and middle income countries. PLoS One. 2012; 7(1):e29151. PMID: 22235266; PMCID: PMC3250411.
  28. Kim K, Zhao R, Doi A, Ng K, Unternaehrer J, Cahan P, Huo H, Loh YH, Aryee MJ, Lensch MW, Li H, Collins JJ, Feinberg AP, Daley GQ. Donor cell type can influence the epigenome and differentiation potential of human induced pluripotent stem cells. Nat Biotechnol. 2011 Dec; 29(12):1117-9. PMID: 22119740; PMCID: PMC3357310.
  29. Lee RS, Tamashiro KL, Aryee MJ, Murakami P, Seifuddin F, Herb B, Huo Y, Rongione M, Feinberg AP, Moran TH, Potash JB. Adaptation of the CHARM DNA methylation platform for the rat genome reveals novel brain region-specific differences. Epigenetics. 2011 Nov; 6(11):1378-90. PMID: 22048247; PMCID: PMC3242812.
  30. Yegnasubramanian S, Wu Z, Haffner MC, Esopi D, Aryee MJ, Badrinath R, He TL, Morgan JD, Carvalho B, Zheng Q, De Marzo AM, Irizarry RA, Nelson WG. Chromosome-wide mapping of DNA methylation patterns in normal and malignant prostate cells reveals pervasive methylation of gene-associated and conserved intergenic sequences. BMC Genomics. 2011; 12:313. PMID: 21669002; PMCID: PMC3124442.
  31. Koh CM, Gurel B, Sutcliffe S, Aryee MJ, Schultz D, Iwata T, Uemura M, Zeller KI, Anele U, Zheng Q, Hicks JL, Nelson WG, Dang CV, Yegnasubramanian S, De Marzo AM. Alterations in nucleolar structure and gene expression programs in prostatic neoplasia are driven by the MYC oncogene. Am J Pathol. 2011 Apr; 178(4):1824-34. PMID: 21435462; PMCID: PMC3078425.
  32. Chittenden TW, Pak J, Rubio R, Cheng H, Holton K, Prendergast N, Glinskii V, Cai Y, Culhane A, Bentink S, Schwede M, Mar JC, Howe EA, Aryee M, Sultana R, Lanahan AA, Taylor JM, Holmes C, Hahn WC, Zhao JJ, Iglehart JD, Quackenbush J. Therapeutic implications of GIPC1 silencing in cancer. PLoS One. 2010; 5(12):e15581. PMID: 21209904; PMCID: PMC3012716.
  33. Wu Z, Aryee MJ. Subset quantile normalization using negative control features. J Comput Biol. 2010 Oct; 17(10):1385-95. PMID: 20976876; PMCID: PMC3122888.
  34. Aryee MJ, Wu Z, Ladd-Acosta C, Herb B, Feinberg AP, Yegnasubramanian S, Irizarry RA. Accurate genome-scale percentage DNA methylation estimates from microarray data. Biostatistics. 2011 Apr; 12(2):197-210. PMID: 20858772; PMCID: PMC3062148.
  35. Kim K, Doi A, Wen B, Ng K, Zhao R, Cahan P, Kim J, Aryee MJ, Ji H, Ehrlich LI, Yabuuchi A, Takeuchi A, Cunniff KC, Hongguang H, McKinney-Freeman S, Naveiras O, Yoon TJ, Irizarry RA, Jung N, Seita J, Hanna J, Murakami P, Jaenisch R, Weissleder R, Orkin SH, Weissman IL, Feinberg AP, Daley GQ. Epigenetic memory in induced pluripotent stem cells. Nature. 2010 Sep 16; 467(7313):285-90. PMID: 20644535; PMCID: PMC3150836.
  36. Feinberg AP, Irizarry RA, Fradin D, Aryee MJ, Murakami P, Aspelund T, Eiriksdottir G, Harris TB, Launer L, Gudnason V, Fallin MD. Personalized epigenomic signatures that are stable over time and covary with body mass index. Sci Transl Med. 2010 Sep 15; 2(49):49ra67. PMID: 20844285; PMCID: PMC3137242.
  37. Ji H, Ehrlich LI, Seita J, Murakami P, Doi A, Lindau P, Lee H, Aryee MJ, Irizarry RA, Kim K, Rossi DJ, Inlay MA, Serwold T, Karsunky H, Ho L, Daley GQ, Weissman IL, Feinberg AP. Comprehensive methylome map of lineage commitment from haematopoietic progenitors. Nature. 2010 Sep 16; 467(7313):338-42. PMID: 20720541; PMCID: PMC2956609.
  38. Haffner MC, Aryee MJ, Toubaji A, Esopi DM, Albadine R, Gurel B, Isaacs WB, Bova GS, Liu W, Xu J, Meeker AK, Netto G, De Marzo AM, Nelson WG, Yegnasubramanian S. Androgen-induced TOP2B-mediated double-strand breaks and prostate cancer gene rearrangements. Nat Genet. 2010 Aug; 42(8):668-75. PMID: 20601956; PMCID: PMC3157086.
  39. Ladd-Acosta C, Aryee MJ, Ordway JM, Feinberg AP. Comprehensive high-throughput arrays for relative methylation (CHARM). Curr Protoc Hum Genet. 2010 Apr; Chapter 20:Unit 20.1.1-19. PMID: 20373514.
    View in: PubMed
  40. Aryee MJ, Gutiérrez-Pabello JA, Kramnik I, Maiti T, Quackenbush J. An improved empirical bayes approach to estimating differential gene expression in microarray time-course data: BETR (Bayesian Estimation of Temporal Regulation). BMC Bioinformatics. 2009; 10:409. PMID: 20003283; PMCID: PMC2801687.
  41. Doi A, Park IH, Wen B, Murakami P, Aryee MJ, Irizarry R, Herb B, Ladd-Acosta C, Rho J, Loewer S, Miller J, Schlaeger T, Daley GQ, Feinberg AP. Differential methylation of tissue- and cancer-specific CpG island shores distinguishes human induced pluripotent stem cells, embryonic stem cells and fibroblasts. Nat Genet. 2009 Dec; 41(12):1350-3. PMID: 19881528; PMCID: PMC2958040.
  42. Aryee MJ, Quackenbush J. An optimized predictive strategy for interactome mapping. J Proteome Res. 2008 Sep; 7(9):4089-94. PMID: 18642945.
    View in: PubMed
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