<p>The <i>APOE</i>-ε4 allele is the strongest genetic risk factor for late-onset Alzheimer’s disease. However, <i>APOE</i>-ε4 is not deterministic, highlighting the need to identify additional genetic and environmental factors. <i>APOE</i>-ε4 has been linked to accelerated cognitive decline, so we sought to investigate genetic factors that modify <i>APOE</i>-ε4–associated cognitive decline. We conduct cross-ancestry <i>APOE</i>-ε4-stratified and interaction GWAS using harmonized cognitive data from 32,778 participants, including 29,354 non-Hispanic White and 3,424 non-Hispanic Black individuals. Our primary outcome is late-life cognition, measured using harmonized composite scores for memory, executive function, and language, modeled as continuous traits reflecting both normative cognitive aging and disease-related decline. We identify two genome-wide significant loci in <i>APOE</i>-ε4 carriers, reaching genome-wide significance for executive function. These loci also demonstrate nominal associations across the other domains, suggesting broad effects on cognition. In non-carriers, we identify a genome-wide significant association at <i>ITGB8</i> restricted to executive function, and another locus associated with language. We further link these loci to <i>SEMA6D</i>, <i>GRIN3A</i>, and <i>ITGB8</i> through expression and methylation databases. Post-GWAS analyses implicate additional genes including <i>SLCO1A2</i>, and <i>DNAH11</i>. Genetic correlation analyses reveal differences by <i>APOE</i>-ε4 status for immune-related traits, suggesting immune-related predispositions may exacerbate cognitive risk in <i>APOE</i>-ε4 carriers.</p>

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Genetic modifiers of APOE-ε4-associated cognitive decline

  • Alex G. Contreras,
  • Skylar Walters,
  • Jaclyn M. Eissman,
  • Derek B. Archer,
  • Alexandra N. Regelson,
  • Alaina Durant,
  • Michelle Clifton,
  • Subhabrata Mukherjee,
  • Michael L. Lee,
  • Seo-Eun Choi,
  • Phoebe Scollard,
  • Emily H. Trittschuh,
  • Jesse Mez,
  • William S. Bush,
  • Brian W. Kunkle,
  • Carlos Cruchaga,
  • Adam C. Naj,
  • Katherine A. Gifford,
  • Murat Bilgel,
  • Amanda B. Kuzma,
  • Michael Weiner,
  • Paul Aisen,
  • Ronald Petersen,
  • Clifford R. Jack Jr,
  • William Jagust,
  • John Q. Trojanowki,
  • Arthur W. Toga,
  • Laurel Beckett,
  • Robert C. Green,
  • John Morris,
  • Leslie M. Shaw,
  • Enchi Liu,
  • Tom Montine,
  • Michael Donohue,
  • Sarah Walter,
  • Devon Gessert,
  • Tamie Sather,
  • Gus Jiminez,
  • Danielle Harvey,
  • Matthew Bernstein,
  • Nick Fox,
  • Norbert Schuff,
  • Charles DeCarli,
  • Bret Borowski,
  • Jeff Gunter,
  • Matt Senjem,
  • Prashanthi Vemuri,
  • David Jones,
  • Kejal Kantarci,
  • Chad Ward,
  • Robert A. Koeppe,
  • Norm Foster,
  • Eric M. Reiman,
  • Kewei Chen,
  • Chet Mathis,
  • Susan Landau,
  • Nigel J. Cairns,
  • Erin Householder,
  • Lisa Taylor Reinwald,
  • Virginia Lee,
  • Magdalena Korecka,
  • Michal Figurski,
  • Karen Crawford,
  • Scott Neu,
  • Tatiana M. Foroud,
  • Steven Potkin,
  • Li Shen,
  • Faber Kelley,
  • Sungeun Kim,
  • Kwangsik Nho,
  • Zaven Kachaturian,
  • Richard Frank,
  • Peter J. Snyder,
  • Susan Molchan,
  • Jeffrey Kaye,
  • Joseph Quinn,
  • Betty Lind,
  • Raina Carter,
  • Sara Dolen,
  • Lon S. Schneider,
  • Sonia Pawluczyk,
  • Mauricio Beccera,
  • Liberty Teodoro,
  • Bryan M. Spann,
  • James Brewer,
  • Helen Vanderswag,
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  • Judith L. Heidebrink,
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  • Javier Villanueva Meyer,
  • Munir Chowdhury,
  • Susan Rountree,
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  • Yaakov Stern,
  • Lawrence S. Honig,
  • Karen L. Bell,
  • Beau Ances,
  • John C. Morris,
  • Maria Carroll,
  • Sue Leon,
  • Mark A. Mintun,
  • Stacy Schneider,
  • Angela Oliver,
  • Daniel Marson,
  • Randall Griffith,
  • David Clark,
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  • Chris Hosein,
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  • Michele Assaly,
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  • Chuang Kuo Wu,
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  • Kathleen Johnson,
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  • Pierre Tariot,
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  • Vernice Bates,
  • Horacio Capote,
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  • Maria Kataki,
  • Anahita Adeli,
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  • Stephen Pasternak,
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  • Dick Drost,
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  • Raymundo Hernando,
  • Antero Sarrael,
  • Susan K. Schultz,
  • Laura L. Boles Ponto,
  • Hyungsub Shim,
  • Karen Elizabeth Smith,
  • Norman Relkin,
  • Gloria Chaing,
  • Lisa Raudin,
  • Amanda Smith,
  • Kristin Fargher,
  • Balebail Ashok Raj,
  • Eveleen Darby,
  • Paul Massman,
  • Valory Pavlik,
  • Monica Rodriguear,
  • Matthew P. Frosch,
  • Hakon Hakonarson,
  • Thomas Wisniewski,
  • John M. Olichney,
  • Marcia Ory,
  • Alan Stevens,
  • Thomas G. Beach,
  • Jagan Pillai,
  • James B. Leverenz,
  • Tamar Gefen,
  • Robert Vassar,
  • John S. K. Kauwe,
  • Gyungah Jun,
  • Kathryn L. Lunetta,
  • Katrina Bazemore,
  • Taha Iqbal,
  • Jin Sha,
  • Barbara Davis,
  • Linda Hynan,
  • Bruce Jones,
  • Joan S. Reisch,
  • Jackie Bartlett,
  • Penelope Benchek,
  • Alan J. Lerner,
  • Yeunjoo Song,
  • Nick Wheeler,
  • Victor Henderson,
  • Deborah Blacker,
  • Sarah A. Biber,
  • Kwun C. Chan,
  • Yen-Chi Chen,
  • Jessica Culhane,
  • Nic Dobbins,
  • Kathryn M. Gauthreaux,
  • Benjamin Keller,
  • Melissa Lerch,
  • Charles Mock,
  • Sean D. Mooney,
  • Kyle Ormsby,
  • Raymond Palmer,
  • Marsha Polk,
  • Jeffrey Tilson,
  • Kirk C. Wilhelmsen,
  • Gail P. Jarvik,
  • Ellen Wijsman,
  • Douglas Mains,
  • M. Ilyas Kamboh,
  • Joseph E. Parisi,
  • Kelley M. Faber,
  • Tatiana M. Foroud,
  • Kathleen Hall,
  • Donghe Li,
  • Xiaoling Zhang,
  • John Farrell,
  • Xudong Han,
  • Moon Il Kang,
  • Logue Mark,
  • Richard M. Sherva,
  • Congcong Zhu,
  • James R. Burke,
  • Kathleen A. Welsh-Bohmer,
  • Eric B. Larson,
  • Wayne C. McCormick,
  • Craig S. Atwood,
  • Mark A. Sager,
  • Frank M. LaFerla,
  • David Marquez,
  • Lei Yu,
  • Mindy J. Katz,
  • Richard B. Lipton,
  • Ann C. McKee,
  • Robert A. Stern,
  • James J. Lah,
  • Allan I. Levey,
  • Thomas S. Wingo,
  • Martin R. Farlow,
  • Steven E. Arnold,
  • Bradley T. Hyman,
  • John H. Growdon,
  • Bradley F. Boeve,
  • Ronald C. Petersen,
  • Vijay Ramanan,
  • Deborah C. Mash,
  • Oscar Harari,
  • Jeffrey A. Kaye,
  • Joseph F. Quinn,
  • Daniel C. Marson,
  • Erik D. Roberson,
  • Charles DeCarli,
  • Harry V. Vinters,
  • Adam Boxer,
  • Bruce L. Miller,
  • Howard J. Rosen,
  • William W. Seeley,
  • Roger L. Albin,
  • Helena C. Chui,
  • John M. Ringman,
  • Lon S. Schneider,
  • Alyssa Aguirre,
  • David Paydarfar,
  • Roger N. Rosenberg,
  • Thomas D. Bird,
  • Thomas Grabowski,
  • Suman Jayadev,
  • John C. Morris,
  • Joel H. Kramer,
  • Mariet Allen,
  • Minerva M. Carrasquillo,
  • Dennis W. Dickson,
  • Nilufer Ertekin-Taner,
  • Neill R. Graff-Radford,
  • Steven G. Younkin,
  • Joseph D. Buxbaum,
  • Alison M. Goate,
  • Brian Fulton-Howard,
  • James B. Brewer,
  • Douglas R. Galasko,
  • Ronald L. Hamilton,
  • Bernardino Ghetti,
  • Lee-Way Jin,
  • Elizabeth Head,
  • Ronald Kim,
  • Edwin Monuki,
  • Vivianna M. Van Deerlin,
  • Xiongwei Zhu,
  • Juan C. Troncoso,
  • Marsel Mesulam,
  • Sandra Weintraub,
  • Randall L. Woltjer,
  • Thomas J. Montine,
  • Kenneth B. Fallon,
  • Andrew P. Lieberman,
  • Robert C. Barber,
  • James R. Hall,
  • Leigh Johnson,
  • Michelle A. Grunin,
  • Ellen L. Palmer,
  • David Sultzer,
  • Amanda J. Myers,
  • Elizabeth A. Crocco,
  • Laura Ibanez,
  • Constantine G. Lyketsos,
  • Abhay Moghekar,
  • Mary Sano,
  • Arjun V. Masurkar,
  • John Bertelson,
  • Munro C. Cullum,
  • Daniele Fallin,
  • Liana G. Apostolova,
  • Kelley Nudelman,
  • Ryan M. Huebinger,
  • John C. DeToledo,
  • Michelle Hernandez,
  • Kimberly Johnson,
  • Victoria Perez,
  • Henrick Wilms,
  • Donald R. Royall,
  • James T. Becker,
  • Clinton B. Wright,
  • Sanjay Asthana,
  • Cynthia M. Carlsson,
  • Nathaniel A. Chin,
  • Suzanne Craft,
  • Howard Andrews,
  • John Hardy,
  • Janice Knebl,
  • Sid E. O’Bryant,
  • Regina M. Carney,
  • Henry L. Paulson,
  • Duane Beekly,
  • Marie-Francoise Chesselet,
  • Daniel H. Geschwind,
  • Matthew J. Huentelman,
  • Eric M. Reiman,
  • Beth A. Dombroski,
  • Pavel P. Kuksa,
  • Wan-Ping Lee,
  • Laura B. Cantwell,
  • Marissa Cranney,
  • Yuk Yee Leung,
  • Liming Qu,
  • Otto Valladares,
  • Yi Zhao,
  • Stephen Strittmatter,
  • Christopher Van Dyck,
  • Philip L. De Jager,
  • Jeffrey L. Tilson,
  • Denis A. Evans,
  • Erin Abner,
  • Linda J. Van Eldik,
  • David W. Fardo,
  • Susan M. McCurry,
  • Goldie Byrd,
  • Ekaterina Rogaeva,
  • Peter St George-Hyslop,
  • Jean-Paul Vonsattel,
  • Sandra Barral,
  • Lawrence S. Honig,
  • Jennifer Manly,
  • James Noble,
  • Christiane Reitz,
  • Andrew Teich,
  • Giuseppe Tosto,
  • Badri N. Vardarajan,
  • Jennifer Williamson,
  • Gary W. Beecham,
  • John R. Gilbert,
  • Anthony R. Griswold,
  • Farid Rajabli,
  • Jeffery M. Vance,
  • Susan H. Slifer,
  • Patrice L. Whitehead,
  • Jeffrey M. Burns,
  • Russell H. Swerdlow,
  • Oscar L. Lopez,
  • Chuanhai Cao,
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  • Nancy Heard-Costa,
  • Moon-Il Kang,
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  • Tong Tong,
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  • Richard Sherva,
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  • John Farrell,
  • Gyungah Jun,
  • Kathy Lunetta,
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  • Nicolas Wheeler,
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  • Penelope Benchek,
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  • Jungsoo Gim,
  • Sandra Barral Rodriguez,
  • Phil De Jager,
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  • Yiyi Ma,
  • Richard Mayeux,
  • Christiane Reitz,
  • Dolly Reyes-Dumeyer,
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  • Hata Comic,
  • Hannah Craft,
  • Taeho Jo,
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  • Dong Young Lee,
  • Dahyun Yi,
  • John McNeil,
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  • Tulsi Patel,
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  • Nicholas Kushch,
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  • Farid Rajabli,
  • Mike Schmidt,
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  • Patrice Whitehead,
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  • Jennifer Smith,
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  • Cornelia van Duijn,
  • Laura Cantwell,
  • Yi-Fan Chou,
  • Christos Davatzikos,
  • Heather Nicaretta,
  • Wan-Ping Lee,
  • Fanny Leung,
  • John Malamon,
  • Li Shen,
  • Otto Valladares,
  • Alexis Lerro Rose,
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  • Beth Dombrosk,
  • Emily Greenfest-Allen,
  • Flawless Robbins,
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  • Jacob Haut,
  • Jascha Brettschneider,
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  • Liming Qu,
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  • Yumi Jin,
  • Zivadin Katanic,
  • Robert Babak Frayabi,
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  • Marissa Cranney,
  • Kamnaa Arya,
  • Heng Huang,
  • Sophia Thomopolous,
  • Myriam Fornage,
  • Chloe Sarnowski,
  • Peter St. George-Hyslop,
  • Josh Bis,
  • Liz Blue,
  • Andrea Horimoto,
  • Rafael Nafikov,
  • Tim Thornton,
  • Ellen Wijsman,
  • Seth Temple,
  • Tyler Day,
  • Eugine Lin,
  • Bruce Psaty,
  • Dagmar Bacikova,
  • Clifton Dalgard,
  • Bernard Fongang,
  • Xueqiu Jian,
  • Muralidharan Sargurupremraj,
  • Claudia Satizabal,
  • Sudha Seshadri,
  • Habil Zare,
  • Jose Bras,
  • Rita Guerreiro,
  • Piper Below,
  • Susan Dutcher,
  • Victoria Fernandez,
  • Achal Neupane,
  • Jung-Ying Tzeng,
  • Shin-Yi Chou,
  • Alessandra F. A. Chesi,
  • Struan F. A. Grant,
  • Michael L. Cuccaro,
  • Margaret A. Pericak-Vance,
  • Lindsay A. Farrer,
  • Li-San Wang,
  • Gerard D. Schellenberg,
  • Jonathan L. Haines,
  • Angela L. Jefferson,
  • Walter A. Kukull,
  • C. Dirk Keene,
  • Andrew J. Saykin,
  • Paul M. Thompson,
  • Eden R. Martin,
  • Marilyn S. Albert,
  • Sterling C. Johnson,
  • Corinne D. Engelman,
  • Luigi Ferrucci,
  • David A. Bennett,
  • Lisa L. Barnes,
  • Julie A. Schneider,
  • Reisa A. Sperling,
  • Susan M. Resnick,
  • Paul K. Crane,
  • Logan Dumitrescu,
  • Timothy J. Hohman

摘要

The APOE-ε4 allele is the strongest genetic risk factor for late-onset Alzheimer’s disease. However, APOE-ε4 is not deterministic, highlighting the need to identify additional genetic and environmental factors. APOE-ε4 has been linked to accelerated cognitive decline, so we sought to investigate genetic factors that modify APOE-ε4–associated cognitive decline. We conduct cross-ancestry APOE-ε4-stratified and interaction GWAS using harmonized cognitive data from 32,778 participants, including 29,354 non-Hispanic White and 3,424 non-Hispanic Black individuals. Our primary outcome is late-life cognition, measured using harmonized composite scores for memory, executive function, and language, modeled as continuous traits reflecting both normative cognitive aging and disease-related decline. We identify two genome-wide significant loci in APOE-ε4 carriers, reaching genome-wide significance for executive function. These loci also demonstrate nominal associations across the other domains, suggesting broad effects on cognition. In non-carriers, we identify a genome-wide significant association at ITGB8 restricted to executive function, and another locus associated with language. We further link these loci to SEMA6D, GRIN3A, and ITGB8 through expression and methylation databases. Post-GWAS analyses implicate additional genes including SLCO1A2, and DNAH11. Genetic correlation analyses reveal differences by APOE-ε4 status for immune-related traits, suggesting immune-related predispositions may exacerbate cognitive risk in APOE-ε4 carriers.