Literature DB >> 34634459

Systems biology approaches to unravel the molecular and genetic architecture of Alzheimer's disease and related tauopathies.

Emily Miyoshi1, Samuel Morabito2, Vivek Swarup3.   

Abstract

Over the years, genetic studies have identified multiple genetic risk variants associated with neurodegenerative disorders and helped reveal new biological pathways and genes of interest. However, genetic risk variants commonly reside in non-coding regions and may regulate distant genes rather than the nearest gene, as well as a gene's interaction partners in biological networks. Systems biology and functional genomics approaches provide the framework to unravel the functional significance of genetic risk variants in disease. In this review, we summarize the genetic and transcriptomic studies of Alzheimer's disease and related tauopathies and focus on the advantages of performing systems-level analyses to interrogate the biological pathways underlying neurodegeneration. Finally, we highlight new avenues of multi-omics analysis with single-cell approaches, which provide unparalleled opportunities to systematically explore cellular heterogeneity, and present an example of how to integrate publicly available single-cell datasets. Systems-level analysis has illuminated the function of many disease risk genes, but much work remains to study tauopathies and to understand spatiotemporal gene expression changes of specific cell types.
Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Alzheimer's disease; Epigenetics; Genetics; Network analysis; Tauopathy; Transcriptomics

Mesh:

Year:  2021        PMID: 34634459      PMCID: PMC8616667          DOI: 10.1016/j.nbd.2021.105530

Source DB:  PubMed          Journal:  Neurobiol Dis        ISSN: 0969-9961            Impact factor:   7.046


  123 in total

1.  Dimensionality reduction for visualizing single-cell data using UMAP.

Authors:  Etienne Becht; Leland McInnes; John Healy; Charles-Antoine Dutertre; Immanuel W H Kwok; Lai Guan Ng; Florent Ginhoux; Evan W Newell
Journal:  Nat Biotechnol       Date:  2018-12-03       Impact factor: 54.908

2.  CEL-Seq: single-cell RNA-Seq by multiplexed linear amplification.

Authors:  Tamar Hashimshony; Florian Wagner; Noa Sher; Itai Yanai
Journal:  Cell Rep       Date:  2012-08-30       Impact factor: 9.423

3.  Large-scale proteomic analysis of Alzheimer's disease brain and cerebrospinal fluid reveals early changes in energy metabolism associated with microglia and astrocyte activation.

Authors:  Erik C B Johnson; Eric B Dammer; Duc M Duong; Lingyan Ping; Maotian Zhou; Luming Yin; Lenora A Higginbotham; Andrew Guajardo; Bartholomew White; Juan C Troncoso; Madhav Thambisetty; Thomas J Montine; Edward B Lee; John Q Trojanowski; Thomas G Beach; Eric M Reiman; Vahram Haroutunian; Minghui Wang; Eric Schadt; Bin Zhang; Dennis W Dickson; Nilüfer Ertekin-Taner; Todd E Golde; Vladislav A Petyuk; Philip L De Jager; David A Bennett; Thomas S Wingo; Srikant Rangaraju; Ihab Hajjar; Joshua M Shulman; James J Lah; Allan I Levey; Nicholas T Seyfried
Journal:  Nat Med       Date:  2020-04-13       Impact factor: 53.440

4.  Common variants at MS4A4/MS4A6E, CD2AP, CD33 and EPHA1 are associated with late-onset Alzheimer's disease.

Authors:  Adam C Naj; Gyungah Jun; Gary W Beecham; Li-San Wang; Badri Narayan Vardarajan; Jacqueline Buros; Paul J Gallins; Joseph D Buxbaum; Gail P Jarvik; Paul K Crane; Eric B Larson; Thomas D Bird; Bradley F Boeve; Neill R Graff-Radford; Philip L De Jager; Denis Evans; Julie A Schneider; Minerva M Carrasquillo; Nilufer Ertekin-Taner; Steven G Younkin; Carlos Cruchaga; John S K Kauwe; Petra Nowotny; Patricia Kramer; John Hardy; Matthew J Huentelman; Amanda J Myers; Michael M Barmada; F Yesim Demirci; Clinton T Baldwin; Robert C Green; Ekaterina Rogaeva; Peter St George-Hyslop; Steven E Arnold; Robert Barber; Thomas Beach; Eileen H Bigio; James D Bowen; Adam Boxer; James R Burke; Nigel J Cairns; Chris S Carlson; Regina M Carney; Steven L Carroll; Helena C Chui; David G Clark; Jason Corneveaux; Carl W Cotman; Jeffrey L Cummings; Charles DeCarli; Steven T DeKosky; Ramon Diaz-Arrastia; Malcolm Dick; Dennis W Dickson; William G Ellis; Kelley M Faber; Kenneth B Fallon; Martin R Farlow; Steven Ferris; Matthew P Frosch; Douglas R Galasko; Mary Ganguli; Marla Gearing; Daniel H Geschwind; Bernardino Ghetti; John R Gilbert; Sid Gilman; Bruno Giordani; Jonathan D Glass; John H Growdon; Ronald L Hamilton; Lindy E Harrell; Elizabeth Head; Lawrence S Honig; Christine M Hulette; Bradley T Hyman; Gregory A Jicha; Lee-Way Jin; Nancy Johnson; Jason Karlawish; Anna Karydas; Jeffrey A Kaye; Ronald Kim; Edward H Koo; Neil W Kowall; James J Lah; Allan I Levey; Andrew P Lieberman; Oscar L Lopez; Wendy J Mack; Daniel C Marson; Frank Martiniuk; Deborah C Mash; Eliezer Masliah; Wayne C McCormick; Susan M McCurry; Andrew N McDavid; Ann C McKee; Marsel Mesulam; Bruce L Miller; Carol A Miller; Joshua W Miller; Joseph E Parisi; Daniel P Perl; Elaine Peskind; Ronald C Petersen; Wayne W Poon; Joseph F Quinn; Ruchita A Rajbhandary; Murray Raskind; Barry Reisberg; John M Ringman; Erik D Roberson; Roger N Rosenberg; Mary Sano; 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; Vivianna M Van Deerlin; Harry V Vinters; Jean Paul Vonsattel; Sandra Weintraub; Kathleen A Welsh-Bohmer; Jennifer Williamson; Randall L Woltjer; Laura B Cantwell; Beth A Dombroski; Duane Beekly; Kathryn L Lunetta; Eden R Martin; M Ilyas Kamboh; Andrew J Saykin; Eric M Reiman; David A Bennett; John C Morris; Thomas J Montine; Alison M Goate; Deborah Blacker; Debby W Tsuang; Hakon Hakonarson; Walter A Kukull; Tatiana M Foroud; Jonathan L Haines; Richard Mayeux; Margaret A Pericak-Vance; Lindsay A Farrer; Gerard D Schellenberg
Journal:  Nat Genet       Date:  2011-04-03       Impact factor: 38.330

5.  Molecular characterization of selectively vulnerable neurons in Alzheimer's disease.

Authors:  Kun Leng; Emmy Li; Rana Eser; Antonia Piergies; Rene Sit; Michelle Tan; Norma Neff; Song Hua Li; Roberta Diehl Rodriguez; Claudia Kimie Suemoto; Renata Elaine Paraizo Leite; Alexander J Ehrenberg; Carlos A Pasqualucci; William W Seeley; Salvatore Spina; Helmut Heinsen; Lea T Grinberg; Martin Kampmann
Journal:  Nat Neurosci       Date:  2021-01-11       Impact factor: 24.884

6.  Mapping and modeling the genomic basis of differential RNA isoform expression at single-cell resolution with LR-Split-seq.

Authors:  Elisabeth Rebboah; Fairlie Reese; Katherine Williams; Gabriela Balderrama-Gutierrez; Cassandra McGill; Diane Trout; Isaryhia Rodriguez; Heidi Liang; Barbara J Wold; Ali Mortazavi
Journal:  Genome Biol       Date:  2021-10-07       Impact factor: 13.583

7.  Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease.

Authors:  J C Lambert; C A Ibrahim-Verbaas; D Harold; A C Naj; R Sims; C Bellenguez; A L DeStafano; J C Bis; G W Beecham; B Grenier-Boley; G Russo; T A Thorton-Wells; N Jones; A V Smith; V Chouraki; C Thomas; M A Ikram; D Zelenika; B N Vardarajan; Y Kamatani; C F Lin; A Gerrish; H Schmidt; B Kunkle; M L Dunstan; A Ruiz; M T Bihoreau; S H Choi; C Reitz; F Pasquier; C Cruchaga; D Craig; N Amin; C Berr; O L Lopez; P L De Jager; V Deramecourt; J A Johnston; D Evans; S Lovestone; L Letenneur; F J Morón; D C Rubinsztein; G Eiriksdottir; K Sleegers; A M Goate; N Fiévet; M W Huentelman; M Gill; K Brown; M I Kamboh; L Keller; P Barberger-Gateau; B McGuiness; E B Larson; R Green; A J Myers; C Dufouil; S Todd; D Wallon; S Love; E Rogaeva; J Gallacher; P St George-Hyslop; J Clarimon; A Lleo; A Bayer; D W Tsuang; L Yu; M Tsolaki; P Bossù; G Spalletta; P Proitsi; J Collinge; S Sorbi; F Sanchez-Garcia; N C Fox; J Hardy; M C Deniz Naranjo; P Bosco; R Clarke; C Brayne; D Galimberti; M Mancuso; F Matthews; S Moebus; P Mecocci; M Del Zompo; W Maier; H Hampel; A Pilotto; M Bullido; F Panza; P Caffarra; B Nacmias; J R Gilbert; M Mayhaus; L Lannefelt; H Hakonarson; S Pichler; M M Carrasquillo; M Ingelsson; D Beekly; V Alvarez; F Zou; O Valladares; S G Younkin; E Coto; K L Hamilton-Nelson; W Gu; C Razquin; P Pastor; I Mateo; M J Owen; K M Faber; P V Jonsson; O Combarros; M C O'Donovan; L B Cantwell; H Soininen; D Blacker; S Mead; T H Mosley; D A Bennett; T B Harris; L Fratiglioni; C Holmes; R F de Bruijn; P Passmore; T J Montine; K Bettens; J I Rotter; A Brice; K Morgan; T M Foroud; W A Kukull; D Hannequin; J F Powell; M A Nalls; K Ritchie; K L Lunetta; J S Kauwe; E Boerwinkle; M Riemenschneider; M Boada; M Hiltuenen; E R Martin; R Schmidt; D Rujescu; L S Wang; J F Dartigues; R Mayeux; C Tzourio; A Hofman; M M Nöthen; C Graff; B M Psaty; L Jones; J L Haines; P A Holmans; M Lathrop; M A Pericak-Vance; L J Launer; L A Farrer; C M van Duijn; C Van Broeckhoven; V Moskvina; S Seshadri; J Williams; G D Schellenberg; P Amouyel
Journal:  Nat Genet       Date:  2013-10-27       Impact factor: 38.330

8.  A pan-European study of the C9orf72 repeat associated with FTLD: geographic prevalence, genomic instability, and intermediate repeats.

Authors:  Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Jessie Theuns; Sebastiaan Engelborghs; Stéphanie Philtjens; Mathieu Vandenbulcke; Kristel Sleegers; Anne Sieben; Veerle Bäumer; Githa Maes; Ellen Corsmit; Barbara Borroni; Alessandro Padovani; Silvana Archetti; Robert Perneczky; Janine Diehl-Schmid; Alexandre de Mendonça; Gabriel Miltenberger-Miltenyi; Sónia Pereira; José Pimentel; Benedetta Nacmias; Silvia Bagnoli; Sandro Sorbi; Caroline Graff; Huei-Hsin Chiang; Marie Westerlund; Raquel Sanchez-Valle; Albert Llado; Ellen Gelpi; Isabel Santana; Maria Rosário Almeida; Beatriz Santiago; Giovanni Frisoni; Orazio Zanetti; Cristian Bonvicini; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Michael T Heneka; Frank Jessen; Radoslav Matej; Eva Parobkova; Gabor G Kovacs; Thomas Ströbel; Stayko Sarafov; Ivailo Tournev; Albena Jordanova; Adrian Danek; Thomas Arzberger; Gian Maria Fabrizi; Silvia Testi; Eric Salmon; Patrick Santens; Jean-Jacques Martin; Patrick Cras; Rik Vandenberghe; Peter Paul De Deyn; Marc Cruts; Christine Van Broeckhoven; Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Jessie Theuns; Stéphanie Philtjens; Kristel Sleegers; Veerle Bäumer; Githa Maes; Ellen Corsmit; Marc Cruts; Christine Van Broeckhoven; Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Stéphanie Philtjens; Jessie Theuns; Kristel Sleegers; Veerle Bäumer; Githa Maes; Marc Cruts; Christine Van Broeckhoven; Sebastiaan Engelborghs; Peter P De Deyn; Patrick Cras; Sebastiaan Engelborghs; Peter P De Deyn; Mathieu Vandenbulcke; Mathieu Vandenbulcke; Barbara Borroni; Alessandro Padovani; Silvana Archetti; Robert Perneczky; Janine Diehl-Schmid; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Michael T Heneka; Frank Jessen; Alfredo Ramirez; Delia Kurzwelly; Carmen Sachtleben; Wolfgang Mairer; Alexandre de Mendonça; Gabriel Miltenberger-Miltenyi; Sónia Pereira; Clara Firmo; José Pimentel; Raquel Sanchez-Valle; Albert Llado; Anna Antonell; Jose Molinuevo; Ellen Gelpi; Caroline Graff; Huei-Hsin Chiang; Marie Westerlund; Caroline Graff; Anne Kinhult Ståhlbom; Håkan Thonberg; Inger Nennesmo; Anne Börjesson-Hanson; Benedetta Nacmias; Silvia Bagnoli; Sandro Sorbi; Valentina Bessi; Irene Piaceri; Isabel Santana; Beatriz Santiago; Isabel Santana; Maria Helena Ribeiro; Maria Rosário Almeida; Catarina Oliveira; João Massano; Carolina Garret; Paula Pires; Giovanni Frisoni; Orazio Zanetti; Cristian Bonvicini; Stayko Sarafov; Ivailo Tournev; Albena Jordanova; Ivailo Tournev; Gabor G Kovacs; Thomas Ströbel; Michael T Heneka; Frank Jessen; Alfredo Ramirez; Delia Kurzwelly; Carmen Sachtleben; Wolfgang Mairer; Frank Jessen; Radoslav Matej; Eva Parobkova; Adrian Danel; Thomas Arzberger; Gian Maria Fabrizi; Silvia Testi; Sergio Ferrari; Tiziana Cavallaro; Eric Salmon; Patrick Santens; Patrick Cras
Journal:  Hum Mutat       Date:  2013-01-04       Impact factor: 4.878

9.  Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering.

Authors:  Chris Gaiteri; Mingming Chen; Boleslaw Szymanski; Konstantin Kuzmin; Jierui Xie; Changkyu Lee; Timothy Blanche; Elias Chaibub Neto; Su-Chun Huang; Thomas Grabowski; Tara Madhyastha; Vitalina Komashko
Journal:  Sci Rep       Date:  2015-11-09       Impact factor: 4.379

10.  Novel Alzheimer risk genes determine the microglia response to amyloid-β but not to TAU pathology.

Authors:  Annerieke Sierksma; Ashley Lu; Bart De Strooper; Mark Fiers; Renzo Mancuso; Nicola Fattorelli; Nicola Thrupp; Evgenia Salta; Jesus Zoco; David Blum; Luc Buée
Journal:  EMBO Mol Med       Date:  2020-01-17       Impact factor: 12.137

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