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C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.
Genome analyses of >200,000 individuals identify 58 loci for chronic inflammation and highlight pathways that link inflammation and complex disorders / Ligthart, S., Vaez, A., Võsa, U., Stathopoulou, M.G., De Vries, P.S., Prins, B.P., Van Der Most, P.J., Tanaka, T., Naderi, E., Rose, L.M., Wu, Y., Karlsson, R., Barbalic, M., Lin, H., Pool, R., Zhu, G.u., Macé, A., Sidore, C., Trompet, S., Mangino, M., et al.. - In: AMERICAN JOURNAL OF HUMAN GENETICS. - ISSN 0002-9297. - 103:5(2018), pp. 691-706. [10.1016/j.ajhg.2018.09.009]
Genome analyses of >200,000 individuals identify 58 loci for chronic inflammation and highlight pathways that link inflammation and complex disorders
Ligthart, Symen;Vaez, Ahmad;Võsa, Urmo;Stathopoulou, Maria G;de Vries, Paul S;Prins, Bram P;Van der Most, Peter J;Tanaka, Toshiko;Naderi, Elnaz;Rose, Lynda M;Wu, Ying;Karlsson, Robert;Barbalic, Maja;Lin, Honghuang;Pool, René;Zhu, Gu;Macé, Aurélien;Sidore, Carlo;Trompet, Stella;Mangino, Massimo;Sabater-Lleal, Maria;Kemp, John P;Abbasi, Ali;Kacprowski, Tim;Verweij, Niek;Smith, Albert V;Huang, Tao;Marzi, Carola;Feitosa, Mary F;Lohman, Kurt K;Kleber, Marcus E;Milaneschi, Yuri;Mueller, Christian;Huq, Mahmudul;Vlachopoulou, Efthymia;Lyytikäinen, Leo-Pekka;Oldmeadow, Christopher;Deelen, Joris;Perola, Markus;Zhao, Jing Hua;Feenstra, Bjarke;Amini, Marzyeh;Lahti, Jari;Schraut, Katharina E;Fornage, Myriam;Suktitipat, Bhoom;Chen, Wei-Min;Li, Xiaohui;Nutile, Teresa;Malerba, Giovanni;Luan, Jian'an;Bak, Tom;Schork, Nicholas;Del Greco M, Fabiola;Thiering, Elisabeth;Mahajan, Anubha;Marioni, Riccardo E;Mihailov, Evelin;Eriksson, Joel;Ozel, Ayse Bilge;Zhang, Weihua;Nethander, Maria;Cheng, Yu-Ching;Aslibekyan, Stella;Ang, Wei;Gandin, Ilaria;Yengo, Loïc;Portas, Laura;Kooperberg, Charles;Hofer, Edith;Rajan, Kumar B;Schurmann, Claudia;den Hollander, Wouter;Ahluwalia, Tarunveer S;Zhao, Jing;Draisma, Harmen H M;Ford, Ian;Timpson, Nicholas;Teumer, Alexander;Huang, Hongyan;Wahl, Simone;Liu, YongMei;Huang, Jie;Uh, Hae-Won;Geller, Frank;Joshi, Peter K;Yanek, Lisa R;Trabetti, Elisabetta;Lehne, Benjamin;Vozzi, Diego;Verbanck, Marie;Biino, Ginevra;Saba, Yasaman;Meulenbelt, Ingrid;O'Connell, Jeff R;Laakso, Markku;Giulianini, Franco;Magnusson, Patrik K E;Ballantyne, Christie M;Hottenga, Jouke Jan;Montgomery, Grant W;Rivadineira, Fernando;Rueedi, Rico;Steri, Maristella;Herzig, Karl-Heinz;Stott, David J;Menni, Cristina;Frånberg, Mattias;St Pourcain, Beate;Felix, Stephan B;Pers, Tune H;Bakker, Stephan J L;Kraft, Peter;Peters, Annette;Vaidya, Dhananjay;Delgado, Graciela;Smit, Johannes H;Großmann, Vera;Sinisalo, Juha;Seppälä, Ilkka;Williams, Stephen R;Holliday, Elizabeth G;Moed, Matthijs;Langenberg, Claudia;Räikkönen, Katri;Ding, Jingzhong;Campbell, Harry;Sale, Michele M;Chen, Yii-Der I;James, Alan L;Ruggiero, Daniela;Soranzo, Nicole;Hartman, Catharina A;Smith, Erin N;Berenson, Gerald S;Fuchsberger, Christian;Hernandez, Dena;Tiesler, Carla M T;Giedraitis, Vilmantas;Liewald, David;Fischer, Krista;Mellström, Dan;Larsson, Anders;Wang, Yunmei;Scott, William R;Lorentzon, Matthias;Beilby, John;Ryan, Kathleen A;Pennell, Craig E;Vuckovic, Dragana;Balkau, Beverly;Concas, Maria Pina;Schmidt, Reinhold;Mendes de Leon, Carlos F;Bottinger, Erwin P;Kloppenburg, Margreet;Paternoster, Lavinia;Boehnke, Michael;Musk, A W;Willemsen, Gonneke;Evans, David M;Madden, Pamela A F;Kähönen, Mika;Kutalik, Zoltán;Zoledziewska, Magdalena;Karhunen, Ville;Kritchevsky, Stephen B;Sattar, Naveed;Lachance, Genevieve;Clarke, Robert;Harris, Tamara B;Raitakari, Olli T;Attia, John R;van Heemst, Diana;Kajantie, Eero;Sorice, Rossella;Gambaro, Giovanni;Scott, Robert A;Hicks, Andrew A;Ferrucci, Luigi;Standl, Marie;Lindgren, Cecilia M;Starr, John M;Karlsson, Magnus;Lind, Lars;Li, Jun Z;Chambers, John C;Mori, Trevor A;de Geus, Eco J C N;Heath, Andrew C;Martin, Nicholas G;Auvinen, Juha;Buckley, Brendan M;de Craen, Anton J M;Waldenberger, Melanie;Strauch, Konstantin;Meitinger, Thomas;Scott, Rodney J;McEvoy, Mark;Beekman, Marian;Bombieri, Cristina;Ridker, Paul M;Mohlke, Karen L;Pedersen, Nancy L;Morrison, Alanna C;Boomsma, Dorret I;Whitfield, John B;Strachan, David P;Hofman, Albert;Vollenweider, Peter;Cucca, Francesco;Jarvelin, Marjo-Riitta;Jukema, J Wouter;Spector, Tim D;Hamsten, Anders;Zeller, Tanja;Uitterlinden, André G;Nauck, Matthias;Gudnason, Vilmundur;Qi, Lu;Grallert, Harald;Borecki, Ingrid B;Rotter, Jerome I;März, Winfried;Wild, Philipp S;Lokki, Marja-Liisa;Boyle, Michael;Salomaa, Veikko;Melbye, Mads;Eriksson, Johan G;Wilson, James F;Penninx, Brenda W J H;Becker, Diane M;Worrall, Bradford B;Gibson, Greg;Krauss, Ronald M;Ciullo, Marina;Zaza, Gianluigi;Wareham, Nicholas J;Oldehinkel, Albertine J;Palmer, Lyle J;Murray, Sarah S;Pramstaller, Peter P;Bandinelli, Stefania;Heinrich, Joachim;Ingelsson, Erik;Deary, Ian J;Mägi, Reedik;Vandenput, Liesbeth;van der Harst, Pim;Desch, Karl C;Kooner, Jaspal S;Ohlsson, Claes;Hayward, Caroline;Lehtimäki, Terho;Shuldiner, Alan R;Arnett, Donna K;Beilin, Lawrence J;Robino, Antonietta;Froguel, Philippe;Pirastu, Mario;Jess, Tine;Koenig, Wolfgang;Loos, Ruth J F;Evans, Denis A;Schmidt, Helena;Smith, George Davey;Slagboom, P Eline;Eiriksdottir, Gudny;Morris, Andrew P;Psaty, Bruce M;Tracy, Russell P;Nolte, Ilja M;Boerwinkle, Eric;Visvikis-Siest, Sophie;Reiner, Alex P;Gross, Myron;Bis, Joshua C;Franke, Lude;Franco, Oscar H;Benjamin, Emelia J;Chasman, Daniel I;Dupuis, Josée;Snieder, Harold;Dehghan, Abbas;Alizadeh, Behrooz Z
2018
Abstract
C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.
C-reactive protein; DEPICT; Mendelian randomization; coronary artery disease; genome-wide association study; inflammation; inflammatory disorders; schizophrenia; system biology
01 Pubblicazione su rivista::01a Articolo in rivista
Genome analyses of >200,000 individuals identify 58 loci for chronic inflammation and highlight pathways that link inflammation and complex disorders / Ligthart, S., Vaez, A., Võsa, U., Stathopoulou, M.G., De Vries, P.S., Prins, B.P., Van Der Most, P.J., Tanaka, T., Naderi, E., Rose, L.M., Wu, Y., Karlsson, R., Barbalic, M., Lin, H., Pool, R., Zhu, G.u., Macé, A., Sidore, C., Trompet, S., Mangino, M., et al.. - In: AMERICAN JOURNAL OF HUMAN GENETICS. - ISSN 0002-9297. - 103:5(2018), pp. 691-706. [10.1016/j.ajhg.2018.09.009]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1764336
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Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande.
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