Literature DB >> 33712570

Integration of Alzheimer's disease genetics and myeloid genomics identifies disease risk regulatory elements and genes.

Edoardo Marcora1,2, Alison M Goate3,4, Gloriia Novikova5, Manav Kapoor5,6, Julia Tcw5,6, Edsel M Abud7,8, Anastasia G Efthymiou5, Steven X Chen9,10, Haoxiang Cheng6, John F Fullard6,11, Jaroslav Bendl6,11, Yiyuan Liu5, Panos Roussos6,11, Johan Lm Björkegren6,12, Yunlong Liu9,10, Wayne W Poon13, Ke Hao6.   

Abstract

Genome-wide association studies (GWAS) have identified more than 40 loci associated with Alzheimer's disease (AD), but the causal variants, regulatory elements, genes and pathways remain largely unknown, impeding a mechanistic understanding of AD pathogenesis. Previously, we showed that AD risk alleles are enriched in myeloid-specific epigenomic annotations. Here, we show that they are specifically enriched in active enhancers of monocytes, macrophages and microglia. We integrated AD GWAS with myeloid epigenomic and transcriptomic datasets using analytical approaches to link myeloid enhancer activity to target gene expression regulation and AD risk modification. We identify AD risk enhancers and nominate candidate causal genes among their likely targets (including AP4E1, AP4M1, APBB3, BIN1, MS4A4A, MS4A6A, PILRA, RABEP1, SPI1, TP53INP1, and ZYX) in twenty loci. Fine-mapping of these enhancers nominates candidate functional variants that likely modify AD risk by regulating gene expression in myeloid cells. In the MS4A locus we identified a single candidate functional variant and validated it in human induced pluripotent stem cell (hiPSC)-derived microglia and brain. Taken together, this study integrates AD GWAS with multiple myeloid genomic datasets to investigate the mechanisms of AD risk alleles and nominates candidate functional variants, regulatory elements and genes that likely modulate disease susceptibility.

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Year:  2021        PMID: 33712570      PMCID: PMC7955030          DOI: 10.1038/s41467-021-21823-y

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  76 in total

1.  PLINK: a tool set for whole-genome association and population-based linkage analyses.

Authors:  Shaun Purcell; Benjamin Neale; Kathe Todd-Brown; Lori Thomas; Manuel A R Ferreira; David Bender; Julian Maller; Pamela Sklar; Paul I W de Bakker; Mark J Daly; Pak C Sham
Journal:  Am J Hum Genet       Date:  2007-07-25       Impact factor: 11.025

2.  Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets.

Authors:  Zhihong Zhu; Futao Zhang; Han Hu; Andrew Bakshi; Matthew R Robinson; Joseph E Powell; Grant W Montgomery; Michael E Goddard; Naomi R Wray; Peter M Visscher; Jian Yang
Journal:  Nat Genet       Date:  2016-03-28       Impact factor: 38.330

3.  Environment drives selection and function of enhancers controlling tissue-specific macrophage identities.

Authors:  David Gosselin; Verena M Link; Casey E Romanoski; Gregory J Fonseca; Dawn Z Eichenfield; Nathanael J Spann; Joshua D Stender; Hyun B Chun; Hannah Garner; Frederic Geissmann; Christopher K Glass
Journal:  Cell       Date:  2014-12-04       Impact factor: 41.582

Review 4.  Endosomal Traffic Jams Represent a Pathogenic Hub and Therapeutic Target in Alzheimer's Disease.

Authors:  Scott A Small; Sabrina Simoes-Spassov; Richard Mayeux; Gregory A Petsko
Journal:  Trends Neurosci       Date:  2017-10       Impact factor: 13.837

5.  Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits.

Authors:  Jian Yang; Teresa Ferreira; Andrew P Morris; Sarah E Medland; Pamela A F Madden; Andrew C Heath; Nicholas G Martin; Grant W Montgomery; Michael N Weedon; Ruth J Loos; Timothy M Frayling; Mark I McCarthy; Joel N Hirschhorn; Michael E Goddard; Peter M Visscher
Journal:  Nat Genet       Date:  2012-03-18       Impact factor: 38.330

6.  Prospects of Fine-Mapping Trait-Associated Genomic Regions by Using Summary Statistics from Genome-wide Association Studies.

Authors:  Christian Benner; Aki S Havulinna; Marjo-Riitta Järvelin; Veikko Salomaa; Samuli Ripatti; Matti Pirinen
Journal:  Am J Hum Genet       Date:  2017-09-21       Impact factor: 11.025

7.  Fe65L2: a new member of the Fe65 protein family interacting with the intracellular domain of the Alzheimer's beta-amyloid precursor protein.

Authors:  A Duilio; R Faraonio; G Minopoli; N Zambrano; T Russo
Journal:  Biochem J       Date:  1998-02-15       Impact factor: 3.857

8.  HaploReg: a resource for exploring chromatin states, conservation, and regulatory motif alterations within sets of genetically linked variants.

Authors:  Lucas D Ward; Manolis Kellis
Journal:  Nucleic Acids Res       Date:  2011-11-07       Impact factor: 16.971

9.  Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells.

Authors:  Lu Chen; Bing Ge; Francesco Paolo Casale; Louella Vasquez; Tony Kwan; Diego Garrido-Martín; Stephen Watt; Ying Yan; Kousik Kundu; Simone Ecker; Avik Datta; David Richardson; Frances Burden; Daniel Mead; Alice L Mann; Jose Maria Fernandez; Sophia Rowlston; Steven P Wilder; Samantha Farrow; Xiaojian Shao; John J Lambourne; Adriana Redensek; Cornelis A Albers; Vyacheslav Amstislavskiy; Sofie Ashford; Kim Berentsen; Lorenzo Bomba; Guillaume Bourque; David Bujold; Stephan Busche; Maxime Caron; Shu-Huang Chen; Warren Cheung; Oliver Delaneau; Emmanouil T Dermitzakis; Heather Elding; Irina Colgiu; Frederik O Bagger; Paul Flicek; Ehsan Habibi; Valentina Iotchkova; Eva Janssen-Megens; Bowon Kim; Hans Lehrach; Ernesto Lowy; Amit Mandoli; Filomena Matarese; Matthew T Maurano; John A Morris; Vera Pancaldi; Farzin Pourfarzad; Karola Rehnstrom; Augusto Rendon; Thomas Risch; Nilofar Sharifi; Marie-Michelle Simon; Marc Sultan; Alfonso Valencia; Klaudia Walter; Shuang-Yin Wang; Mattia Frontini; Stylianos E Antonarakis; Laura Clarke; Marie-Laure Yaspo; Stephan Beck; Roderic Guigo; Daniel Rico; Joost H A Martens; Willem H Ouwehand; Taco W Kuijpers; Dirk S Paul; Hendrik G Stunnenberg; Oliver Stegle; Kate Downes; Tomi Pastinen; Nicole Soranzo
Journal:  Cell       Date:  2016-11-17       Impact factor: 41.582

10.  GWAS on family history of Alzheimer's disease.

Authors:  Riccardo E Marioni; Sarah E Harris; Qian Zhang; Allan F McRae; Saskia P Hagenaars; W David Hill; Gail Davies; Craig W Ritchie; Catharine R Gale; John M Starr; Alison M Goate; David J Porteous; Jian Yang; Kathryn L Evans; Ian J Deary; Naomi R Wray; Peter M Visscher
Journal:  Transl Psychiatry       Date:  2018-05-18       Impact factor: 6.222

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  30 in total

1.  Detecting Biomarkers of Alzheimer's Disease Based on Multi-constrained Uncertainty-Aware Adaptive Sparse Multi-view Canonical Correlation Analysis.

Authors:  Wenbo Wang; Wei Kong; Shuaiqun Wang; Kai Wei
Journal:  J Mol Neurosci       Date:  2022-01-26       Impact factor: 3.444

Review 2.  Advances in Genetic and Molecular Understanding of Alzheimer's Disease.

Authors:  Laura Ibanez; Carlos Cruchaga; Maria Victoria Fernández
Journal:  Genes (Basel)       Date:  2021-08-15       Impact factor: 4.096

3.  Cholesterol and matrisome pathways dysregulated in astrocytes and microglia.

Authors:  Julia Tcw; Lu Qian; Nina H Pipalia; Michael J Chao; Shuang A Liang; Yang Shi; Bharat R Jain; Sarah E Bertelsen; Manav Kapoor; Edoardo Marcora; Elizabeth Sikora; Elizabeth J Andrews; Alessandra C Martini; Celeste M Karch; Elizabeth Head; David M Holtzman; Bin Zhang; Minghui Wang; Frederick R Maxfield; Wayne W Poon; Alison M Goate
Journal:  Cell       Date:  2022-06-23       Impact factor: 66.850

4.  Genetics of the human microglia regulome refines Alzheimer's disease risk loci.

Authors:  Roman Kosoy; John F Fullard; Biao Zeng; Jaroslav Bendl; Pengfei Dong; Samir Rahman; Steven P Kleopoulos; Zhiping Shao; Kiran Girdhar; Jack Humphrey; Katia de Paiva Lopes; Alexander W Charney; Brian H Kopell; Towfique Raj; David Bennett; Christopher P Kellner; Vahram Haroutunian; Gabriel E Hoffman; Panos Roussos
Journal:  Nat Genet       Date:  2022-08-05       Impact factor: 41.307

5.  Sleep and Late-Onset Alzheimer's Disease: Shared Genetic Risk Factors, Drug Targets, Molecular Mechanisms, and Causal Effects.

Authors:  Dongze Chen; Xinpei Wang; Tao Huang; Jinzhu Jia
Journal:  Front Genet       Date:  2022-05-17       Impact factor: 4.772

6.  Simultaneous Multiplexed Imaging of Biomolecules in Transgenic Mouse Brain Tissues Using Mass Spectrometry Imaging: A Multi-omic Approach.

Authors:  Minh-Uyen Thi Le; Hyun Kyong Shon; Hong-Phuong Nguyen; Chul-Ho Lee; Kyoung-Shim Kim; Hee-Kyung Na; Tae Geol Lee
Journal:  Anal Chem       Date:  2022-06-13       Impact factor: 8.008

Review 7.  Translational approaches to understanding resilience to Alzheimer's disease.

Authors:  Sarah M Neuner; Maria Telpoukhovskaia; Vilas Menon; Kristen M S O'Connell; Timothy J Hohman; Catherine C Kaczorowski
Journal:  Trends Neurosci       Date:  2022-03-17       Impact factor: 16.978

8.  Microglial amyloid beta clearance is driven by PIEZO1 channels.

Authors:  Henna Jäntti; Valeriia Sitnikova; Yevheniia Ishchenko; Anastasia Shakirzyanova; Luca Giudice; Irene F Ugidos; Mireia Gómez-Budia; Nea Korvenlaita; Sohvi Ohtonen; Irina Belaya; Feroze Fazaludeen; Nikita Mikhailov; Maria Gotkiewicz; Kirsi Ketola; Šárka Lehtonen; Jari Koistinaho; Katja M Kanninen; Damian Hernández; Alice Pébay; Rosalba Giugno; Paula Korhonen; Rashid Giniatullin; Tarja Malm
Journal:  J Neuroinflammation       Date:  2022-06-15       Impact factor: 9.587

9.  Genetic analysis of the human microglial transcriptome across brain regions, aging and disease pathologies.

Authors:  Katia de Paiva Lopes; Gijsje J L Snijders; Jack Humphrey; Lot D de Witte; Towfique Raj; Amanda Allan; Marjolein A M Sneeboer; Elisa Navarro; Brian M Schilder; Ricardo A Vialle; Madison Parks; Roy Missall; Welmoed van Zuiden; Frederieke A J Gigase; Raphael Kübler; Amber Berdenis van Berlekom; Emily M Hicks; Chotima Bӧttcher; Josef Priller; René S Kahn
Journal:  Nat Genet       Date:  2022-01-06       Impact factor: 41.307

10.  Neuronal and glial 3D chromatin architecture informs the cellular etiology of brain disorders.

Authors:  Benxia Hu; Hyejung Won; Won Mah; Royce B Park; Bibi Kassim; Keeley Spiess; Alexey Kozlenkov; Cheynna A Crowley; Sirisha Pochareddy; Yun Li; Stella Dracheva; Nenad Sestan; Schahram Akbarian; Daniel H Geschwind
Journal:  Nat Commun       Date:  2021-06-25       Impact factor: 17.694

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