Brain expression quantitative trait locus and network analyses reveal downstream effects and putative drivers for brain-related diseases.
Brain expression quantitative trait locus and network analyses reveal downstream effects and putative drivers for brain-related diseases.
复制标题
DOI：
10.1038/s41588-023-01300-6
复制
发表时间：
2023-03
期刊：
影响因子：
30.8
通讯作者：
Westra, Harm-Jan
中科院分区：
文献类型：
--
作者：
de Klein, Niek;Tsai, Ellen A.;Vochteloo, Martijn;Baird, Denis;Huang, Yunfeng;Chen, Chia-Yen;van Dam, Sipko;Oelen, Roy;Deelen, Patrick;Bakker, Olivier B.;El Garwany, Omar;Ouyang, Zhengyu;Marshall, Eric E.;Zavodszky, Maria I.;van Rheenen, Wouter;Bakker, Mark K.;Veldink, Jan;Gaunt, Tom R.;Runz, Heiko;Franke, Lude;Westra, Harm-Jan
从全基因组关联研究（GWAS）中鉴定治疗靶点需要深入了解下游功能后果。我们统一了来自14个脑数据集的8613个rna测序样本，创建了MetaBrain资源，并在多个脑区域和谱系特异性数据集（n≤2759）中进行了顺式和反式表达数量性状位点（eQTL）荟萃分析。与血液中的cis- eqtl相比，16169个皮质cis- eqtl中有许多是组织依赖性的。我们通过相互作用分析推断了3549个顺式- eqtl的脑细胞类型。我们使用孟德尔随机化和共定位对31个脑相关性状的186个顺式eqtl进行了优先排序，其中包括40个推断细胞类型的顺式eqtl，如多发性硬化症的神经元特异性顺式eqtl （CYP24A1）。我们进一步描述了526个独特变体和108个独特基因的737个trans- eqtl。我们使用脑特异性基因共调控网络连接GWAS基因座，并优先考虑5种中枢神经系统疾病的其他基因。本研究为gwas后中枢神经系统疾病的研究提供了宝贵的资源。脑表达数量性状位点（eQTL）和网络分析包括来自14个eQTL数据集的8,613个rna测序样本，揭示了脑相关疾病的下游效应和假定的驱动因素。
Identification of therapeutic targets from genome-wide association studies (GWAS) requires insights into downstream functional consequences. We harmonized 8,613 RNA-sequencing samples from 14 brain datasets to create the MetaBrain resource and performed cis- and trans-expression quantitative trait locus (eQTL) meta-analyses in multiple brain region- and ancestry-specific datasets (n ≤ 2,759). Many of the 16,169 cortex cis-eQTLs were tissue-dependent when compared with blood cis-eQTLs. We inferred brain cell types for 3,549 cis-eQTLs by interaction analysis. We prioritized 186 cis-eQTLs for 31 brain-related traits using Mendelian randomization and co-localization including 40 cis-eQTLs with an inferred cell type, such as a neuron-specific cis-eQTL (CYP24A1) for multiple sclerosis. We further describe 737 trans-eQTLs for 526 unique variants and 108 unique genes. We used brain-specific gene-co-regulation networks to link GWAS loci and prioritize additional genes for five central nervous system diseases. This study represents a valuable resource for post-GWAS research on central nervous system diseases. Brain expression quantitative trait locus (eQTL) and network analyses encompassing 8,613 RNA-sequencing samples from 14 eQTL datasets reveal downstream effects and putative drivers for brain-related diseases.
登录
查看更多内容
影响因子：
30.8
作者：
Bellenguez, Celine;Kucukali, Fahri;Jansen, Iris E.;Kleineidam, Luca;Moreno-Grau, Sonia;Amin, Najaf;Naj, Adam C.;Campos-Martin, Rafael;Grenier-Boley, Benjamin;Andrade, Victor;Holmans, Peter A.;Boland, Anne;Damotte, Vincent;van der Lee, Sven J.;Costa, Marcos R.;Kuulasmaa, Teemu;Yang, Qiong;De Rojas, Itziar;Bis, Joshua C.;Yaqub, Amber;Prokic, Ivana;Chapuis, Julien;Ahmad, Shahzad;Giedraitis, Vilmantas;Aarsland, Dag;Garcia-Gonzalez, Pablo;Abdelnour, Carla;Alarcon-Martin, Emilio;Alcolea, Daniel;Alegret, Montserrat;Alvarez, Ignacio;Alvarez, Victoria;Armstrong, Nicola J.;Tsolaki, Anthoula;Antunez, Carmen;Appollonio, Ildebrando;Arcaro, Marina;Archetti, Silvana;Arias Pastor, Alfonso;Arosio, Beatrice;Athanasiu, Lavinia;Bailly, Henri;Banaj, Nerisa;Baquero, Miquel;Barral, Sandra;Beiser, Alexa;Pastor, Ana Belen;Below, Jennifer E.;Benchek, Penelope;Benussi, Luisa;Berr, Claudine;Besse, Celine;Bessi, Valentina;Binetti, Giuliano;Bizarro, Alessandra;Blesa, Rafael;Boada, Merce;Boerwinkle, Eric;Borroni, Barbara;Boschi, Silvia;Bossu, Paola;Brathen, Geir;Bressler, Jan;Bresner, Catherine;Brodaty, Henry;Brookes, Keeley J.;Ignacio Brusco, Luis;Buiza-Rueda, Dolores;Burger, Katharina;Burholt, Vanessa;Bush, William S.;Calero, Miguel;Cantwell, Laura B.;Chene, Genevieve;Chung, Jaeyoon;Cuccaro, Michael L.;Cecchetti, Roberta;Cervera-Carles, Laura;Charbonnier, Camille;Chen, Hung-Hsin;Chillotti, Caterina;Ciccone, Simona;Claassen, Jurgen A. H. R.;Clark, Christopher;Conti, Elisa;Corma-Gomez, Anais;Costantini, Emanuele;Custodero, Carlo;Daian, Delphine;Dalmasso, Maria Carolina;Daniele, Antonio;Dardiotis, Efthimios;Dartigues, Jean-Francois;de Deyn, Peter Paul;Lopes, Katia de Paiva;De Witte, Lot D.;Debette, Stephanie;Deckert, Jurgen;del Ser, Teodoro;Denning, Nicola;Destefano, Anita;Dichgans, Martin;Diehl-Schmid, Janine;Diez-Fairen, Monica;Rossi, Paolo Dionigi;Djurovic, Srdjan;Duron, Emmanuelle;Duzel, Emrah;Dufouil, Carole;Eiriksdottir, Gudny;Engelborghs, Sebastiaan;Escott-Price, Valentina;Espinosa, Ana;Ewers, Michael;Faber, Kelley M.;Fabrizio, Tagliavini;Nielsen, Sune Fallgaard;Fardo, David W.;Farotti, Lucia;Fenoglio, Chiara;Fernandez-Fuertes, Marta;Ferrari, Raffaele;Ferreira, Catarina B.;Ferri, Evelyn;Fin, Bertrand;Fischer, Peter;Fladby, Tormod;Fliessbach, Klaus;Fongang, Bernard;Fornage, Myriam;Fortea, Juan;Foroud, Tatiana M.;Fostinelli, Silvia;Fox, Nick C.;Franco-Macias, Emlio;Bullido, Maria J.;Frank-Garcia, Ana;Froelich, Lutz;Fulton-Howard, Brian;Galimberti, Daniela;Maria Garcia-Alberca, Jose;Garcia-Madrona, Sebastian;Garcia-Ribas, Guillermo;Ghidoni, Roberta;Giegling, Ina;Giorgio, Giaccone;Goate, Alison M.;Goldhardt, Oliver;Gomez-Fonseca, Duber;Gonzalez-Perez, Antonio;Graff, Caroline;Grande, Giulia;Green, Emma;Grimmer, Timo;Grunblatt, Edna;Grunin, Michelle;Gudnason, Vilmundur;Guetta-Baranes, Tamar;Haapasalo, Annakaisa;Hadjigeorgiou, Georgios;Haines, Jonathan L.;Hamilton-Nelson, Kara L.;Hampel, Harald;Hanon, Olivier;Hardy, John;Hartmann, Annette M.;Hausner, Lucrezia;Harwood, Janet;Heilmann-Heimbach, Stefanie;Helisalmi, Seppo;Heneka, Michael T.;Hernandez, Isabel;Herrmann, Martin J.;Hoffmann, Per;Holmes, Clive;Holstege, Henne;Huerto Vilas, Raquel;Hulsman, Marc;Humphrey, Jack;Biessels, Geert Jan;Jian, Xueqiu;Johansson, Charlotte;Jun, Gyungah R.;Kastumata, Yuriko;Kauwe, John;Kehoe, Patrick G.;Kilander, Lena;Stahlbom, Anne Kinhult;Kivipelto, Miia;Koivisto, Anne;Kornhuber, Johannes;Kosmidis, Mary H.;Kukull, Walter A.;Kuksa, Pavel P.;Kunkle, Brian W.;Kuzma, Amanda B.;Lage, Carmen;Laukka, Erika J.;Launer, Lenore;Lauria, Alessandra;Lee, Chien-Yueh;Lehtisalo, Jenni;Lerch, Ondrej;Lleo, Alberto;Longstreth, William, Jr.;Lopez, Oscar;Lopez de Munain, Adolfo;Love, Seth;Lowemark, Malin;Luckcuck, Lauren;Lunetta, Kathryn L.;Ma, Yiyi;Macias, Juan;Macleod, Catherine A.;Maier, Wolfgang;Mangialasche, Francesca;Spallazzi, Marco;Marquie, Marta;Marshall, Rachel;Martin, Eden R.;Martin Montes, Angel;Martinez Rodriguez, Carmen;Masullo, Carlo;Mayeux, Richard;Mead, Simon;Mecocci, Patrizia;Medina, Miguel;Meggy, Alun;Mehrabian, Shima;Mendoza, Silvia;Menendez-Gonzalez, Manuel;Mir, Pablo;Moebus, Susanne;Mol, Merel;Molina-Porcel, Laura;Montrreal, Laura;Morelli, Laura;Moreno, Fermin;Morgan, Kevin;Mosley, Thomas;Nothen, Markus M.;Muchnik, Carolina;Mukherjee, Shubhabrata;Nacmias, Benedetta;Ngandu, Tiia;Nicolas, Gael;Nordestgaard, Borge G.;Olaso, Robert;Orellana, Adelina;Orsini, Michela;Ortega, Gemma;Padovani, Alessandro;Paolo, Caffarra;Papenberg, Goran;Parnetti, Lucilla;Pasquier, Florence;Pastor, Pau;Peloso, Gina;Perez-Cordon, Alba;Perez-Tur, Jordi;Pericard, Pierre;Peters, Oliver;Pijnenburg, Yolande A. L.;Pineda, Juan A.;Pinol-Ripoll, Gerard;Pisanu, Laudia;Polak, Thomas;Popp, Julius;Posthuma, Danielle;Priller, Josef;Puerta, Raquel;Quenez, Olivier;Quintela, Ines;Thomassen, Jesper Qvist;Rabano, Alberto;Rainero, Innocenzo;Rajabli, Farid;Ramakers, Inez;Real, Luis M.;Reinders, Marcel J. T.;Reitz, Christiane;Reyes-Dumeyer, Dolly;Ridge, Perry;Riedel-Heller, Steffi;Riederer, Peter;Roberto, Natalia;Rodriguez-Rodriguez, Eloy;Rongve, Arvid;Rosas Allende, Irene;Rosende-Roca, Maitee;Luis Royo, Jose;Rubino, Elisa;Rujescu, Dan;Eugenia Saez, Maria;Sakka, Paraskevi;Saltvedt, Ingvild;Bernal Sanchez-Arjona, Maria;Sanchez-Garcia, Florentino;Sanchez Juan, Pascual;Sanchez-Valle, Raquel;Sando, Sigrid B.;Sarnowski, Chloe;Satizabal, Claudia L.;Scamosci, Michela;Scarmeas, Nikolaos;Scarpini, Elio;Scheltens, Philip;Scherbaum, Norbert;Scherer, Martin;Schmid, Matthias;Schneider, Anja;Schott, Jonathan M.;Selbaek, Geir;Seripa, Davide;Serrano, Manuel;Sha, Jin;Shadrin, Alexey A.;Skrobot, Olivia;Slifer, Susan;Snijders, Gijsje J. L.;Soininen, Hilkka;Solfrizzi, Vincenzo;Solomon, Alina;Song, Yeunjoo;Sorbi, Sandro;Sotolongo-Grau, Oscar;Spalletta, Gianfranco;Spottke, Annika;Squassina, Alessio;Stordal, Eystein;Pablo Tartan, Juan;Tarraga, Lluis;Tesi, Niccolo;Thalamuthu, Anbupalam;Thomas, Tegos;Tosto, Giuseppe;Traykov, Latchezar;Tremolizzo, Lucio;Tybjaerg-Hansen, Anne;Uitterlinden, Andre;Ullgren, Abbe;Ulstein, Ingun;Valero, Sergi;Valladares, Otto;Van Broeckhoven, Christine;Vance, Jeffery;Vardarajan, Badri N.;van der Lugt, Aad;Van Dongen, Jasper;van Rooij, Jeroen;van Swieten, John;Vandenberghe, Rik;Verhey, Frans;Vidal, Jean-Sebastien;Vogelgsang, Jonathan;Vyhnalek, Martin;Wagner, Michael;Wallon, David;Wang, Li-San;Wang, Ruiqi;Weinhold, Leonie;Wiltfang, Jens;Windle, Gill;Woods, Bob;Yannakoulia, Mary;Zare, Habil;Zhao, Yi;Zhang, Xiaoling;Zhu, Congcong;Zulaica, Miren;Farrer, Lindsay A.;Psaty, Bruce M.;Ghanbari, Mohsen;Raj, Towfique;Sachdev, Perminder;Mather, Karen;Jessen, Frank;Ikram, M. Arfan;de Mendonca, Alexandre;Hort, Jakub;Tsolaki, Magda;Pericak-Vance, Margaret A.;Amouyel, Philippe;Williams, Julie;Frikke-Schmidt, Ruth;Clarimon, Jordi;Deleuze, Jean-Francois;Rossi, Giacomina;Seshadri, Sudha;Andreassen, Ole A.;Ingelsson, Martin;Hiltunen, Mikko;Sleegers, Kristel;Schellenberg, Gerard D.;van Duijn, Cornelia M.;Sims, Rebecca;van der Flier, Wiesje M.;Ruiz, Agustin;Ramirez, Alfredo;Lambert, Jean-Charles
通讯作者：
Lambert, Jean-Charles
DOI：
10.1093/bioinformatics/btu638
发表时间：
2015-01-15
期刊：
Bioinformatics (Oxford, England)
影响因子：
--
作者：
Anders S;Pyl PT;Huber W
通讯作者：
Huber W
遗传对人体组织基因表达的影响。
影响因子：
64.8
作者：
GTEx Consortium;Laboratory, Data Analysis &Coordinating Center (LDACC)—Analysis Working Group;Statistical Methods groups—Analysis Working Group;Enhancing GTEx (eGTEx) groups;NIH Common Fund;NIH/NCI;NIH/NHGRI;NIH/NIMH;NIH/NIDA;Biospecimen Collection Source Site—NDRI;Biospecimen Collection Source Site—RPCI;Biospecimen Core Resource—VARI;Brain Bank Repository—University of Miami Brain Endowment Bank;Leidos Biomedical—Project Management;ELSI Study;Genome Browser Data Integration &Visualization—EBI;Genome Browser Data Integration &Visualization—UCSC Genomics Institute, University of California Santa Cruz;Lead analysts:;Laboratory, Data Analysis &Coordinating Center (LDACC):;NIH program management:;Biospecimen collection:;Pathology:;eQTL manuscript working group:;Battle A;Brown CD;Engelhardt BE;Montgomery SB
通讯作者：
Montgomery SB
影响因子：
14.9
作者：
Frankish A;Diekhans M;Ferreira AM;Johnson R;Jungreis I;Loveland J;Mudge JM;Sisu C;Wright J;Armstrong J;Barnes I;Berry A;Bignell A;Carbonell Sala S;Chrast J;Cunningham F;Di Domenico T;Donaldson S;Fiddes IT;García Girón C;Gonzalez JM;Grego T;Hardy M;Hourlier T;Hunt T;Izuogu OG;Lagarde J;Martin FJ;Martínez L;Mohanan S;Muir P;Navarro FCP;Parker A;Pei B;Pozo F;Ruffier M;Schmitt BM;Stapleton E;Suner MM;Sycheva I;Uszczynska-Ratajczak B;Xu J;Yates A;Zerbino D;Zhang Y;Aken B;Choudhary JS;Gerstein M;Guigó R;Hubbard TJP;Kellis M;Paten B;Reymond A;Tress ML;Flicek P
通讯作者：
Flicek P
影响因子：
14.9
作者：
Buniello, Annalisa;MacArthur, Jacqueline A. L.;Parkinson, Helen
通讯作者：
Parkinson, Helen