LoRaWAN ESL for Food Retail and Logistics by Arnaud, Alfredo, Marioni, Martin, Ortiz, Mario, Vogel, Gisselle, Miguez, Matias R.

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Integrative analysis of omics summary data reveals putative mechanisms underlying complex traits by Wu, Yang, Zeng, Jian, Zhang, Futao, Zhu, Zhihong, Qi, Ting, Zheng, Zhili, Lloyd-Jones, Luke R., Marioni, Riccardo E., Martin, Nicholas G., Montgomery, Grant W., Deary, Ian J., Wray, Naomi R., Visscher, Peter M., McRae, Allan F., Yang, Jian

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Mapping the developing human immune system across organs by Suo, Chenqu, Dann, Emma, Goh, Issac, Jardine, Laura, Kleshchevnikov, Vitalii, Park, Jong-Eun, Botting, Rachel A, Stephenson, Emily, Engelbert, Justin, Tuong, Zewen Kelvin, Polanski, Krzysztof, Yayon, Nadav, Xu, Chuan, Suchanek, Ondrej, Elmentaite, Rasa, Domínguez Conde, Cecilia, He, Peng, Pritchard, Sophie, Miah, Mohi, Moldovan, Corina, Steemers, Alexander S, Mazin, Pavel, Prete, Martin, Horsfall, Dave, Marioni, John C, Clatworthy, Menna R, Haniffa, Muzlifah, Teichmann, Sarah A

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Identification of 55,000 Replicated DNA Methylation QTL by McRae, Allan F., Marioni, Riccardo E., Shah, Sonia, Yang, Jian, Powell, Joseph E., Harris, Sarah E., Gibson, Jude, Henders, Anjali K., Bowdler, Lisa, Painter, Jodie N., Murphy, Lee, Martin, Nicholas G., Starr, John M., Wray, Naomi R., Deary, Ian J., Visscher, Peter M., Montgomery, Grant W.

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DNA methylation age of blood predicts all-cause mortality in later life by Marioni, Riccardo E, Shah, Sonia, McRae, Allan F, Chen, Brian H, Colicino, Elena, Harris, Sarah E, Gibson, Jude, Henders, Anjali K, Redmond, Paul, Cox, Simon R, Pattie, Alison, Corley, Janie, Murphy, Lee, Martin, Nicholas G, Montgomery, Grant W, Feinberg, Andrew P, Fallin, M Daniele, Multhaup, Michael L, Jaffe, Andrew E, Joehanes, Roby, Schwartz, Joel, Just, Allan C, Lunetta, Kathryn L, Murabito, Joanne M, Starr, John M, Horvath, Steve, Baccarelli, Andrea A, Levy, Daniel, Visscher, Peter M, Wray, Naomi R, Deary, Ian J

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Assessing the causal role of epigenetic clocks in the development of multiple cancers: a Mendelian randomization study by Morales Berstein, Fernanda, McCartney, Daniel L, Lu, Ake T, Tsilidis, Konstantinos K, Bouras, Emmanouil, Haycock, Philip, Burrows, Kimberley, Phipps, Amanda I, Buchanan, Daniel D, Cheng, Iona, Martin, Richard M, Davey Smith, George, Relton, Caroline L, Horvath, Steve, Marioni, Riccardo E, Richardson, Tom G, Richmond, Rebecca C

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The epigenetic clock and telomere length are independently associated with chronological age and mortality by Marioni, Riccardo E, Harris, Sarah E, Shah, Sonia, McRae, Allan F, von Zglinicki, Thomas, Martin-Ruiz, Carmen, Wray, Naomi R, Visscher, Peter M, Deary, Ian J

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Genetic control of DNA methylation is largely shared across European and East Asian populations by Hatton, Alesha A., Cheng, Fei-Fei, Lin, Tian, Shen, Ren-Juan, Chen, Jie, Zheng, Zhili, Qu, Jia, Lyu, Fan, Harris, Sarah E., Cox, Simon R., Jin, Zi-Bing, Martin, Nicholas G., Fan, Dongsheng, Montgomery, Grant W., Yang, Jian, Wray, Naomi R., Marioni, Riccardo E., Visscher, Peter M., McRae, Allan F.

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A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk by Jermy, Bradley, Läll, Kristi, Wolford, Brooke N., Wang, Ying, Zguro, Kristina, Cheng, Yipeng, Kanai, Masahiro, Kanoni, Stavroula, Yang, Zhiyu, Hartonen, Tuomo, Monti, Remo, Wanner, Julian, Youssef, Omar, Lippert, Christoph, van Heel, David, Okada, Yukinori, McCartney, Daniel L., Hayward, Caroline, Marioni, Riccardo E., Furini, Simone, Renieri, Alessandra, Martin, Alicia R., Neale, Benjamin M., Hveem, Kristian, Mägi, Reedik, Palotie, Aarno, Heyne, Henrike, Mars, Nina, Ganna, Andrea, Ripatti, Samuli

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Ultra-high-throughput clinical proteomics reveals classifiers of COVID-19 infection by Messner, Christoph B, Demichev, Vadim, Wendisch, Daniel, Michalick, Laura, White, Matthew, Freiwald, Anja, Textoris-Taube, Kathrin, Vernardis, Spyros I, Egger, Anna-Sophia, Kreidl, Marco, Ludwig, Daniela, Kilian, Christiane, Agostini, Federica, Zelezniak, Aleksej, Thibeault, Charlotte, Pfeiffer, Moritz, Hippenstiel, Stefan, Hocke, Andreas, Christof von Kalle, Campbell, Archie, Hayward, Caroline, Porteous, David J, Marioni, Riccardo E, Langenberg, Claudia, Lilley, Kathryn S, Kuebler, Wolfgang M, Mülleder, Michael, Drosten, Christian, Witzenrath, Martin, Kurth, Florian, Sander, Leif Erik, Ralser, Markus

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A human embryonic limb cell atlas resolved in space and time by Zhang, Bao, He, Peng, Lawrence, John E. G., Wang, Shuaiyu, Tuck, Elizabeth, Williams, Brian A., Roberts, Kenny, Kleshchevnikov, Vitalii, Mamanova, Lira, Bolt, Liam, Polanski, Krzysztof, Li, Tong, Elmentaite, Rasa, Fasouli, Eirini S., Prete, Martin, He, Xiaoling, Yayon, Nadav, Fu, Yixi, Yang, Hao, Liang, Chen, Zhang, Hui, Blain, Raphael, Chedotal, Alain, FitzPatrick, David R., Firth, Helen, Dean, Andrew, Bayraktar, Omer Ali, Marioni, John C., Barker, Roger A., Storer, Mekayla A., Wold, Barbara J., Zhang, Hongbo, Teichmann, Sarah A.

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Meta-analysis of up to 622,409 individuals identifies 40 novel smoking behaviour associated genetic loci by Liu, Mengzhen, Jackson, Victoria E., Melbourne, Carl A., Young, Robin, Batini, Chiara, Afaq, Saima, Agrawal, Arpana, Antoniou, Antonis C., Baumbach, Clemens, Boehnke, Michael, Brazel, David M, Chen, Chu, Corley, Janie, Chou, Yi-Ling, David, Sean P., de Boer, Rudolf A., Dennis, Joe G., Easton, Douglas F., Eaton, Charles, Goate, Alison, Grabe, Hans J., Haessler, Jeff, Hallmans, Göran, Harris, Sarah E., Hattersley, Andrew, Heath, Andrew, Kapoor, Manav, Karpe, Fredrik, Kooner, Jaspal S., Kooperberg, Charles, Laakso, Markku, Langenberg, Claudia, Luan, Jian’an, Madden, Pamela A. F., Mangino, Massimo, Marouli, Eirini, Marten, Jonathan, McGue, Matt, Moayyeri, Alireza, Moitry, Marie, Naheed, Aliya, Nauck, Matthias, Neville, Matthew J., Nielsen, Sune Fallgaard, Perola, Markus, Pharoah, Paul D. P., Rasheed, Asif, Renström, Frida, Rice, John, Rohde, Rebecca, Samuel, Maria, Scholte, Steven H, Scott, Robert A., Shao, Yaming, Smith, Jennifer A., Starr, John M., Stram, Danielle, Stringham, Heather M., Tachmazidou, Ioanna, Tardif, Jean-Claude, Thompson, Deborah J., Tindle, Hilary A., Tragante, Vinicius, Trompet, Stella, Turcot, Valerie, Tyrrell, Jessica, van der Leij, Andries R, van der Meer, Peter, Verweij, Niek, Warren, Helen R., Weiss, Stefan, Wetherill, Leah, Yaghootkar, Hanieh, Jiang, Yu, Chen, Fang, Zhan, Xiaowei, Zhang, Weihua, Zhao, Wei, Zhao, Wei, Zhou, Kaixin, Amouyel, Philippe, Blankenberg, Stefan, Caulfield, Mark J., Chowdhury, Rajiv, Cucca, Francesco, Deary, Ian J., Deloukas, Panos, Ferrario, Marco, Frossard, Philippe, Hall, Ian P., Jansson, Jan-Håkan, Kee, Frank, Munroe, Patricia B., Palmer, Colin N. A., Sattar, Naveed, Spector, Timothy, Zeggini, Eleftheria, Saleheen, Danish, Danesh, John, Tobin, Martin D.

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Genetic and environmental exposures constrain epigenetic drift over the human life course by Shah, Sonia, McRae, Allan F, Marioni, Riccardo E, Harris, Sarah E, Gibson, Jude, Henders, Anjali K, Redmond, Paul, Cox, Simon R, Pattie, Alison, Corley, Janie, Murphy, Lee, Martin, Nicholas G, Montgomery, Grant W, Starr, John M, Wray, Naomi R, Deary, Ian J, Visscher, Peter M

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Genome-wide analysis of over 106000 individuals identifies 9 neuroticism-associated loci by Smith, D.J, Escott-Price, V, Davies, G, Bailey, M.E.S, Colodro-Conde, L, Ward, J, Vedernikov, A, Marioni, R, Cullen, B, Lyall, D, Hagenaars, S.P, Liewald, D.C.M, Luciano, M, Gale, C.R, Ritchie, S.J, Hayward, C, Nicholl, B, Bulik-Sullivan, B, Adams, M, Couvy-Duchesne, B, Graham, N, Mackay, D, Evans, J, Smith, B.H, Porteous, D.J, Medland, S.E, Ma, Holmans, P, McIntosh, A.M, Pell, J.P, Deary, I.J, O'Donovan, M.C

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Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing by Zhang, Qian, Vallerga, Costanza L, Walker, Rosie M, Lin, Tian, Henders, Anjali K, Montgomery, Grant W, He, Ji, Fan, Dongsheng, Fowdar, Javed, Kennedy, Martin, Pitcher, Toni, Pearson, John, Halliday, Glenda, Kwok, John B, Hickie, Ian, Lewis, Simon, Anderson, Tim, Silburn, Peter A, Mellick, George D, Harris, Sarah E, Redmond, Paul, Murray, Alison D, Porteous, David J, Haley, Christopher S, Evans, Kathryn L, McIntosh, Andrew M, Yang, Jian, Gratten, Jacob, Marioni, Riccardo E, Wray, Naomi R, Deary, Ian J, McRae, Allan F, Visscher, Peter M

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Genome-wide analysis of over 106 000 individuals identifies 9 neuroticism-associated loci by Smith, D J, Escott-Price, V, Davies, G, Bailey, M E S, Colodro-Conde, L, Ward, J, Vedernikov, A, Marioni, R, Cullen, B, Lyall, D, Hagenaars, S P, Liewald, D C M, Luciano, M, Gale, C R, Ritchie, S J, Hayward, C, Nicholl, B, Bulik-Sullivan, B, Adams, M, Couvy-Duchesne, B, Graham, N, Mackay, D, Evans, J, Smith, B H, Porteous, D J, Medland, S E, Martin, N G, Holmans, P, McIntosh, A M, Pell, J P, Deary, I J, O'Donovan, M C

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Rare genetic variants underlie outlying levels of DNA methylation and gene-expression by Chundru, V Kartik, Marioni, Riccardo E, Prendergast, James G D, Lin, Tian, Beveridge, Allan J, Martin, Nicholas G, Montgomery, Grant W, Hume, David A, Deary, Ian J, Visscher, Peter M, Wray, Naomi R, McRae, Allan F

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An epigenome-wide association study meta-analysis of educational attainment by Karlsson Linnér, R, Marioni, R E, Rietveld, C A, Simpkin, A J, Davies, N M, Watanabe, K, Armstrong, N J, Auro, K, Baumbach, C, Bonder, M J, Buchwald, J, Fiorito, G, Ismail, K, Iurato, S, Joensuu, A, Karell, P, Kasela, S, Lahti, J, McRae, A F, Mandaviya, P R, Seppälä, I, Wang, Y, Baglietto, L, Binder, E B, Harris, S E, Hodge, A M, Horvath, S, Hurme, M, Johannesson, M, Latvala, A, Mather, K A, Medland, S E, Metspalu, A, Milani, L, Milne, R L, Pattie, A, Pedersen, N L, Peters, A, Polidoro, S, Räikkönen, K, Severi, G, Starr, J M, Stolk, L, Waldenberger, M, Eriksson, J G, Esko, T, Franke, L, Gieger, C, Giles, G G, Hägg, S, Jousilahti, P, Kaprio, J, Kähönen, M, Lehtimäki, T, Martin, N G, van Meurs, J B C, Ollikainen, M, Perola, M, Posthuma, D, Raitakari, O T, Sachdev, P S, Taskesen, E, Uitterlinden, A G, Vineis, P, Wijmenga, C, Wright, M J, Relton, C, Davey Smith, G, Deary, I J, Koellinger, P D, Benjamin, D J

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Whole-genome analysis of plasma fibrinogen reveals population-differentiated genetic regulators with putative liver roles by Huffman, Jennifer E., Hahn, Julie, Heath, Adam S., Raffield, Laura M., Yanek, Lisa R., Almasy, Laura, Bartz, Traci M., Carrasquilla, Germán D., Chasman, Daniel I., Chen, Ming-Huei, Emmert, David B., Haessler, Jeffrey, Hottenga, Jouke-Jan, Kleber, Marcus E., Le, Ngoc-Quynh, Lee, Jiwon, Lewis, Joshua P., Li-Gao, Ruifang, Malmberg, Anni, Marioni, Riccardo E., Pankratz, Nathan, Polasek, Ozren, Richmond, Anne, Rodriguez, Benjamin A. T., Steri, Maristella, Trompet, Stella, Weiss, Stefan, Zare, Marjan, Cho, Michael H., Christofidou, Paraskevi, Davies, Gail, de Geus, Eco, Deleuze, Jean-François, Ekunwe, Lynette, Gögele, Martin, Gao, He, Howard, Tom, Joshi, Peter K., Kilpeläinen, Tuomas O., Lahti, Jari, Linneberg, Allan, Naitza, Silvia, Noordam, Raymond, Rich, Stephen S., Rosendaal, Frits R., Rudan, Igor, Ryan, Kathleen A., Souto, Juan Carlos, van Rooij, Frank J. A., Wang, Heming, Zhao, Wei, Becker, Lewis C., Beswick, Andrew, Brown, Michael R., Cade, Brian E., Campbell, Harry, Crapo, James D., Curran, Joanne E., Doyle, Margaret, Floyd, James S., Fuchsberger, Christian, Grarup, Niels, Guo, Xiuqing, Harris, Sarah E., Hou, Lifang, Kolcic, Ivana, Kooperberg, Charles, Nauck, Matthias, Orrù, Valeria, Psaty, Bruce M., Smith, Jennifer A., Soria, Jose Manuel, van Hylckama Vlieg, Astrid, Watkins, Hugh, Willemsen, Gonneke, Boomsma, Dorret, Cox, Simon R., Dehghan, Abbas, Fiorillo, Edoardo, Fornage, Myriam, Hansen, Torben, Hayward, Caroline, Ikram, M. Arfan, Kardia, Sharon L. R., Lange, Leslie A., März, Winfried, Mathias, Rasika A., Mook-Kanamori, Dennis O., Reiner, Alexander, Spector, Tim D., Völker, Uwe, Wareham, Nicholas J., Yao, Jie, Trégouët, David-Alexandre, Johnson, Andrew D., Wolberg, Alisa S., de Vries, Paul S., Sabater-Lleal, Maria, Morrison, Alanna C., Smith, Nicholas L.

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A spatial human thymus cell atlas mapped to a continuous tissue axis by Yayon, Nadav, Kedlian, Veronika R., Boehme, Lena, Suo, Chenqu, Wachter, Brianna T., Beuschel, Rebecca T., Amsalem, Oren, Polanski, Krzysztof, Koplev, Simon, Tuck, Elizabeth, Dann, Emma, Van Hulle, Jolien, Perera, Shani, Putteman, Tom, Predeus, Alexander V., Dabrowska, Monika, Richardson, Laura, Tudor, Catherine, Kreins, Alexandra Y., Engelbert, Justin, Stephenson, Emily, Kleshchevnikov, Vitalii, De Rita, Fabrizio, Crossland, David, Bosticardo, Marita, Pala, Francesca, Prigmore, Elena, Chipampe, Nana-Jane, Prete, Martin, Fei, Lijiang, To, Ken, Barker, Roger A., He, Xiaoling, Van Nieuwerburgh, Filip, Bayraktar, Omer Ali, Patel, Minal, Davies, E Graham, Haniffa, Muzlifah A., Uhlmann, Virginie, Notarangelo, Luigi D., Germain, Ronald N., Radtke, Andrea J., Marioni, John C., Taghon, Tom, Teichmann, Sarah A.

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