Novel late-onset Alzheimer disease loci variants associate with brain gene expression

Objective: Recent genome-wide association studies (GWAS) of late-onset Alzheimer disease (LOAD) identified 9 novel risk loci. Discovery of functional variants within genes at these loci is required to confirm their role in Alzheimer disease (AD). Single nucleotide polymorphisms that influence gene expression (eSNPs) constitute an important class of functional variants. We therefore investigated the influence of the novel LOAD risk loci on human brain gene expression. Methods: We measured gene expression levels in the cerebellum and temporal cortex of autopsied AD subjects and those with other brain pathologies (∼400 total subjects). To determine whether any of the novel LOAD risk variants are eSNPs, we tested their cis-association with expression of 6 nearby LOAD candidate genes detectable in human brain (ABCA7, BIN1, CLU, MS4A4A, MS4A6A, PICALM) and an additional 13 genes ±100 kb of these SNPs. To identify additional eSNPs that influence brain gene expression levels of the novel candidate LOAD genes, we identified SNPs ±100 kb of their location and tested for cis-associations. Results: CLU rs11136000 (p = 7.81 × 10−4) and MS4A4A rs2304933/rs2304935 (p = 1.48 × 10−4–1.86 × 10−4) significantly influence temporal cortex expression levels of these genes. The LOAD-protective CLU and risky MS4A4A locus alleles associate with higher brain levels of these genes. There are other cis-variants that significantly influence brain expression of CLU and ABCA7 (p = 4.01 × 10−5–9.09 × 10−9), some of which also associate with AD risk (p = 2.64 × 10−2–6.25 × 10−5). Conclusions: CLU and MS4A4A eSNPs may at least partly explain the LOAD risk association at these loci. CLU and ABCA7 may harbor additional strong eSNPs. These results have implications in the search for functional variants at the novel LOAD risk loci.

Margaret A. Pericak-Vance | John X. Morris | Jonathan L. Haines | Ronald C. Petersen | V. Shane Pankratz | Minerva M. Carrasquillo | Nilüfer Ertekin-Taner | Lindsay A. Farrer | Sumit Middha | Sooraj Maharjan | Dennis W. Dickson | Constantin Georgescu | Gerard D. Schellenberg | Richard Mayeux | Neill R. Graff-Radford | Asha A. Nair | Mariet Allen | Jin Jen | High Seng Chai | K. Lunetta | D. Geschwind | H. Hakonarson | J. Buxbaum | J. Haines | M. Pericak-Vance | G. Schellenberg | L. Schneider | A. Myers | C. Cotman | V. Pankratz | R. Petersen | J. Trojanowski | J. Karlawish | D. Blacker | J. Growdon | B. Hyman | B. Reisberg | S. Lincoln | A. Saykin | P. S. St George-Hyslop | D. Mash | A. Levey | J. Kaye | R. Mayeux | M. Sano | B. Boeve | J. Cummings | L. Apostolova | S. DeKosky | D. Galasko | G. Jicha | M. Frosch | D. Dickson | J. Parisi | J. Quinn | N. Cairns | B. Ghetti | J. Ringman | E. Reiman | E. Martin | S. Arnold | L. Farrer | M. Barmada | P. Gallins | H. Chui | W. Seeley | K. Welsh-Bohmer | E. Bigio | S. Weintraub | R. Tanzi | M. Gearing | A. Goate | P. Nowotny | M. Carrasquillo | S. Younkin | J. Jen | J. Glass | H. Vinters | P. D. De Jager | W. Kukull | H. Chai | B. Giordani | T. Foroud | D. Beekly | J. Troncoso | C. Reitz | J. Kauwe | A. Boxer | A. Karydas | D. Marson | M. Huentelman | J. Lah | M. Ganguli | Jacqueline Buros | A. McDavid | T. Bird | A. Naj | G. Jun | G. Beecham | B. Vardarajan | C. Baldwin | D. Evans | M. Kamboh | E. Rogaeva | D. Tsuang | F. Zou | K. Faber | L. Cantwell | T. Beach | G. Jarvik | J. Vonsattel | R. Rosenberg | N. Graff-Radford | S. Middha | C. DeCarli | M. Allen | Li Ma | G. Bisceglio | C. Younkin | N. Kowall | C. Hulette | R. Woltjer | E. Roberson | S. Ferris | E. Peskind | N. Ertekin-Taner | W. McCormick | S. McCurry | F. Demirci | J. Burke | J. Corneveaux | A. Nair | R. Duara | W. Mack | Ronald Kim | M. Raskind | A. Lieberman | C. Georgescu | R. Barber | C. Cao | R. Carney | S. Carroll | M. Dick | K. Fallon | E. Koo | F. Martiniuk | W. Poon | H. Potter | A. Raj | J. Sonnen | S. Spina | J. Williamson | J. Crook | Christopher N. Rowley | Sooraj Maharjan | T. Nguyen | Kimberly G. Malphrus | Ryan Palusak | D. Schultz | F. Rakhshan | C. Kolbert | M. Slifer | B. Dombroski | David A. Bennett | M. Mesulam | Gina Bisceglio | Li Ma | Sarah Lincoln | Steven G. Younkin | Fanggeng Zou | Curtis S. Younkin | Julia Crook | Thuy Nguyen | Ryan Palusak | Christopher P. Kolbert | Fariborz Rakhshan | Debra Schultz | Debra A. Schultz | C. Cruchaga | T. Montine | Charles D. Smith | C. Rowley | Lee‐way Jin | Li-San Wang | L. Harrell | Joshua W. Miller | M. Farlow | D. Clark | Paul K. Crane | Eric B. Larson | Thuy T. Nguyen | J. Schneider | V. V. van Deerlin | Chris Carlson | Ronald Kim | Peter St George-Hyslop | Philip L De Jager | D. Perl | Elizabeth Head | Christine M Hulette | Frank Martiniuk | Hakon Hakonarson | David A Bennett | Joseph D Buxbaum | Sid Gilman | W. D. Ellis | Allan I Levey | Elizabeth Head | Nancy Kennedy | John Hardy | A. Mckee | Eliezer Masliah | Duane Beekly | B. Miller | R. Stern | Liana G Apostolova | Steven E Arnold | Robert Barber | Michael M Barmada | Thomas Beach | Gary W Beecham | Eileen H Bigio | Thomas D Bird | Bradley F Boeve | J. Bowen | Adam Boxer | James R Burke | Jacqueline Buros | Nigel J Cairns | Laura B Cantwell | Chuanhai Cao | Chris S Carlson | Regina M Carney | Helena C Chui | Jason Corneveaux | Carl W Cotman | Paul K Crane | Carlos Cruchaga | Steven T DeKosky | F Yesim Demirci | Ramon Diaz-Arrastia | Malcolm Dick | Beth A Dombroski | William D Ellis | Denis Evans | Kelley M Faber | Kenneth B Fallon | Steven Ferris | Tatiana M Foroud | Matthew Frosch | Douglas R Galasko | Paul J Gallins | Mary Ganguli | Bernardino Ghetti | John R Gilbert | Bruno Giordani | Alison M Goate | Robert C Green | John H Growdon | Ronald L Hamilton | John Hardy | Lindy E Harrell | L. S. Honig | Matthew J Huentelman | Gail P Jarvik | Gregory A Jicha | Lee-Way Jin | Gyungah Jun | M Ilyas Kamboh | Jason Karlawish | Anna Karydas | John S K Kauwe | Jeffrey A Kaye | Edward H Koo | Neil W Kowall | Patricia Kramer | Walter A Kukull | James J Lah | Eric B Larson | Oscar Lopez | Kathryn L Lunetta | Wendy J Mack | Daniel C Marson | Eden R Martin | Deborah C Mash | Eliezer Masliah | Wayne C McCormick | Susan M McCurry | Andrew N McDavid | Ann C McKee | Bruce L Miller | Carol A Miller | Joshua W Miller | Thomas J Montine | John C Morris | Amanda J Myers | Adam C Naj | Petra Nowotny | Joseph E Parisi | Daniel P Perl | Elaine Peskind | Wayne W Poon | Ashok Raj | Ruchita A Rajbhandary | John M Ringman | Erik D Roberson | Ekaterina Rogaeva | Roger N Rosenberg | Andrew J Saykin | Julie A Schneider | Lon S Schneider | William Seeley | Michael L Shelanski | Michael A Slifer | Charles D Smith | Joshua A Sonnen | Salvatore Spina | Robert A Stern | Rudolph E Tanzi | John Q Trojanowski | Juan C Troncoso | Debby W Tsuang | Vivianna M Van Deerlin | Badri Narayan Vardarajan | Harry V Vinters | Jean Paul Vonsattel | Kathleen A Welsh-Bohmer | Jennifer Williamson | Randall L Woltjer | Patricia L. Kramer | J. Gilbert | Ruchita A Rajbhandary | R. Hamilton | Li-San Wang | Ramon Diaz‐Arrastia | Michael L. Shelanski | R. C. Green | Sid Gilman | C. Miller | R. Green

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