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3. Investigation of novel variable flux reluctance machines for traction application

Author

Huang, Liren, Zhu, Ziqiang, and Odavic, Milijana

Subjects
621.3
Abstract

With the increasing concerns about the price of rare-earth material, machines with less or no permanent magnet material have been extensively analyzed for application in electrical vehicles (EVs). As one typical magnetless machine, the variable flux reluctance machine (VFRM) is comprehensively investigated in this thesis in terms of operation principle, stator/rotor pole combination, winding configuration, power factor, current profiling technique, rotor shaping technique and design method.

Published
2018

5. The novel oligopeptide utilizing species Anaeropeptidivorans aminofermentans M3/9T, its role in anaerobic digestion and occurrence as deduced from large-scale fragment recruitment analyses

Author

Maus, Irena, primary, Wibberg, Daniel, additional, Belmann, Peter, additional, Hahnke, Sarah, additional, Huang, Liren, additional, Spröer, Cathrin, additional, Bunk, Boyke, additional, Blom, Jochen, additional, Sczyrba, Alexander, additional, Pühler, Alfred, additional, Klocke, Michael, additional, and Schlüter, Andreas, additional

Published
2022
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6. The novel oligopeptide utilizing species Anaeropeptidivorans aminofermentans M3/9T, its role in anaerobic digestion and occurrence as deduced from large-scale fragment recruitment analyses

Author

Maus, Irena, Wibberg, Daniel, Belmann, Peter, Hahnke, Sarah, Huang, Liren, Spröer, Cathrin, Bunk, Boyke, Blom, Jochen, Sczyrba, Alexander, Pühler, Alfred, Klocke, Michael, and Schlüter, Andreas

Subjects
Lachnospiraceae, ddc:570, 570 Biologie, renewable energy, metagenome, omics analyses, 660.6, plant biomass hydrolysis
Abstract

Research on biogas-producing microbial communities aims at elucidation of correlations and dependencies between the anaerobic digestion (AD) process and the corresponding microbiome composition in order to optimize the performance of the process and the biogas output. Previously,Lachnospiraceaespecies were frequently detected in mesophilic to moderately thermophilic biogas reactors. To analyze adaptive genome features of a representativeLachnospiraceaestrain,Anaeropeptidivorans aminofermentansM3/9Twas isolated from a mesophilic laboratory-scale biogas plant and its genome was sequenced and analyzed in detail. Strain M3/9Tpossesses a number of genes encoding enzymes for degradation of proteins, oligo- and dipeptides. Moreover, genes encoding enzymes participating in fermentation of amino acids released from peptide hydrolysis were also identified. Based on further findings obtained from metabolic pathway reconstruction, M3/9Twas predicted to participate in acidogenesis within the AD process. To understand the genomic diversity between the biogas isolate M3/9Tand closely relatedAnaerotignumtype strains, genome sequence comparisons were performed. M3/9Tharbors 1,693 strain-specific genes among others encoding different peptidases, a phosphotransferase system (PTS) for sugar uptake, but also proteins involved in extracellular solute binding and import, sporulation and flagellar biosynthesis. In order to determine the occurrence of M3/9Tin other environments, large-scale fragment recruitments with the M3/9Tgenome as a template and publicly available metagenomes representing different environments was performed. The strain was detected in the intestine of mammals, being most abundant in goat feces, occasionally used as a substrate for biogas production.

Published
2022
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7. Effect of Growth Media on the Diversity of Neocallimastigomycetes from Non-Rumen Habitats

Author

Joshi, Akshay, primary, Young, Diana, additional, Huang, Liren, additional, Mosberger, Lona, additional, Munk, Bernhard, additional, Vinzelj, Julia, additional, Flad, Veronika, additional, Sczyrba, Alexander, additional, Griffith, Gareth W., additional, Podmirseg, Sabine Marie, additional, Warthmann, Rolf, additional, Lebuhn, Michael, additional, and Insam, Heribert, additional

Published
2022
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8. Simultaneous Metabarcoding and Quantification of Neocallimastigomycetes from Environmental Samples: Insights into Community Composition and Novel Lineages

Author

Young, Diana, primary, Joshi, Akshay, additional, Huang, Liren, additional, Munk, Bernhard, additional, Wurzbacher, Christian, additional, Youssef, Noha H., additional, Elshahed, Mostafa S., additional, Moon, Christina D., additional, Ochsenreither, Katrin, additional, Griffith, Gareth W., additional, Callaghan, Tony M., additional, Sczyrba, Alexander, additional, Lebuhn, Michael, additional, and Flad, Veronika, additional

Published
2022
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9. Phage Genome Diversity in a Biogas-Producing Microbiome Analyzed by Illumina and Nanopore GridION Sequencing

Author

Willenbücher, Katharina, Wibberg, Daniel, Huang, Liren, Conrady, Marius, Ramm, Patrice, Gätcke, Julia, Busche, Tobias, Brandt, Christian, Szewzyk, Ulrich, Schlüter, Andreas, Barrero-Canosa, Jimena, Maus, Irena, Willenbücher, Katharina, Wibberg, Daniel, Huang, Liren, Conrady, Marius, Ramm, Patrice, Gätcke, Julia, Busche, Tobias, Brandt, Christian, Szewzyk, Ulrich, Schlüter, Andreas, Barrero-Canosa, Jimena, and Maus, Irena

Abstract

The microbial biogas network is complex and intertwined, and therefore relatively stable in its overall functionality. However, if key functional groups of microorganisms are affected by biotic or abiotic factors, the entire efficacy may be impaired. Bacteriophages are hypothesized to alter the steering process of the microbial network. In this study, an enriched fraction of virus-like particles was extracted from a mesophilic biogas reactor and sequenced on the Illumina MiSeq and Nanopore GridION sequencing platforms. Metagenome data analysis resulted in identifying 375 metagenome-assembled viral genomes (MAVGs). Two-thirds of the classified sequences were only assigned to the superkingdom Viruses and the remaining third to the family Siphoviridae, followed by Myoviridae, Podoviridae, Tectiviridae, and Inoviridae. The metavirome showed a close relationship to the phage genomes that infect members of the classes Clostridia and Bacilli. Using publicly available biogas metagenomic data, a fragment recruitment approach showed the widespread distribution of the MAVGs studied in other biogas microbiomes. In particular, phage sequences from mesophilic microbiomes were highly similar to the phage sequences of this study. Accordingly, the virus particle enrichment approach and metavirome sequencing provided additional genome sequence information for novel virome members, thus expanding the current knowledge of viral genetic diversity in biogas reactors., Peer Reviewed

Published
2022

10. Effect of growth media on the diversity of Neocallimastigomycetes from non-rumen habitats

Author

Joshi, Akshay, Young, Diana, Huang, Liren, Mosberger, Lona, Munk, Bernhard, Vinzelj, Julia, Flad, Veronika, Sczyrba, Alexander, Griffith, Gareth W., Podmirseg, Sabine Marie, Warthmann, Rolf, Lebuhn, Michael, Insam, Heribert, Joshi, Akshay, Young, Diana, Huang, Liren, Mosberger, Lona, Munk, Bernhard, Vinzelj, Julia, Flad, Veronika, Sczyrba, Alexander, Griffith, Gareth W., Podmirseg, Sabine Marie, Warthmann, Rolf, Lebuhn, Michael, and Insam, Heribert

Abstract

Anaerobic fungi (AF), belonging to the phylum Neocallimastigomycota, are a pivotal component of the digestive tract microbiome of various herbivorous animals. In the last decade, the diversity of AF has rapidly expanded due to the exploration of numerous (novel) habitats. Studies aiming at understanding the role of AF require robust and reliable isolation and cultivation techniques, many of which remained unchanged for decades. Using amplicon sequencing, we compared three different media: medium with rumen fluid (RF), depleted rumen fluid (DRF), and no rumen fluid (NRF) to enrich the AF from the feces of yak, as a rumen control; and Przewalski’s horse, llama, guanaco, and elephant, as a non-rumen habitats. The results revealed the selective enrichment of Piromyces and Neocallimastix from the feces of elephant and llama, respectively, in the RF medium. Similarly, the enrichment culture in DRF medium explicitly manifested Piromyces-related sequences from elephant feces. Five new clades (MM1-5) were defined from llama, guanaco, yak, and elephant feces that could as well be enriched from llama and elephant samples using non-conventional DRF and NRF media. This study presents evidence for the selective enrichment of certain genera in medium with RF and DRF from rumen as well as from non-rumen samples. NRF medium is suggested for the isolation of AF from non-rumen environments.

Published
2022

11. Simultaneous metabarcoding and quantification of neocallimastigomycetes from environmental samples : insights into community composition and novel lineages

Author

Young, Diana, Joshi, Akshay, Huang, Liren, Munk, Bernhard, Wurzbacher, Christian, Youssef, Noha H, Elshahed, Mostafa S, Moon, Christina D, Ochsenreither, Katrin, Griffith, Gareth W, Callaghan, Tony M, Sczyrba, Alexander, Lebuhn, Michael, Flad, Veronika, Young, Diana, Joshi, Akshay, Huang, Liren, Munk, Bernhard, Wurzbacher, Christian, Youssef, Noha H, Elshahed, Mostafa S, Moon, Christina D, Ochsenreither, Katrin, Griffith, Gareth W, Callaghan, Tony M, Sczyrba, Alexander, Lebuhn, Michael, and Flad, Veronika

Abstract

Anaerobic fungi from the herbivore digestive tract (Neocallimastigomycetes) are primary lignocellulose modifiers and hold promise for biotechnological applications. Their molecular detection is currently difficult due to the non-specificity of published primer pairs, which impairs evolutionary and ecological research with environmental samples. We developed and validated a Neocallimastigomycetes-specific PCR primer pair targeting the D2 region of the ribosomal large subunit suitable for screening, quantifying, and sequencing. We evaluated this primer pair in silico on sequences from all known genera, in vitro with pure cultures covering 16 of the 20 known genera, and on environmental samples with highly diverse microbiomes. The amplified region allowed phylogenetic differentiation of all known genera and most species. The amplicon is about 350 bp long, suitable for short-read high-throughput sequencing as well as qPCR assays. Sequencing of herbivore fecal samples verified the specificity of the primer pair and recovered highly diverse and so far unknown anaerobic gut fungal taxa. As the chosen barcoding region can be easily aligned and is taxonomically informative, the sequences can be used for classification and phylogenetic inferences. Several new Neocallimastigomycetes clades were obtained, some of which represent putative novel lineages such as a clade from feces of the rodent Dolichotis patagonum (mara).

Published
2022

12. Phage Genome Diversity in a Biogas-Producing Microbiome Analyzed by Illumina and Nanopore GridION Sequencing

Author

Willenbücher, Katharina, primary, Wibberg, Daniel, additional, Huang, Liren, additional, Conrady, Marius, additional, Ramm, Patrice, additional, Gätcke, Julia, additional, Busche, Tobias, additional, Brandt, Christian, additional, Szewzyk, Ulrich, additional, Schlüter, Andreas, additional, Barrero Canosa, Jimena, additional, and Maus, Irena, additional

Published
2022
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14. Additional file 3 of Adaptation of a microbial community to demand-oriented biological methanation

Author

Khesali Aghtaei, Hoda, Püttker, Sebastian, Maus, Irena, Heyer, Robert, Huang, Liren, Sczyrba, Alexander, Reichl, Udo, and Benndorf, Dirk

Abstract

Additional file 3: Figure S3.1. Sodium dodecyl sulphate–polyacrylamide gel electrophoresis (SDS–PAGE) using 25 µg protein extract of the sample of the corresponding H2-feeding scheme. (A) Protein profile of four samples of BM-24/0. (B) Protein profile of five samples of BM-12/12. (C) Protein profiles of three samples of BM-18/6 and BM-6/18. (D) Protein profiles of five samples of BM-12/12–20%.

Published
2022
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15. Additional file 12 of Adaptation of a microbial community to demand-oriented biological methanation

Author

Khesali Aghtaei, Hoda, Püttker, Sebastian, Maus, Irena, Heyer, Robert, Huang, Liren, Sczyrba, Alexander, Reichl, Udo, and Benndorf, Dirk

Abstract

Additional file 12: Figure S12.1. The Kyoto encyclopaedia of genes and genomes (KEGG) map of the central carbon metabolism (map01200) of Methanothrix in the biological methanation reactor based on metagenomic data.

Published
2022
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16. Additional file 7 of Adaptation of a microbial community to demand-oriented biological methanation

Author

Khesali Aghtaei, Hoda, Püttker, Sebastian, Maus, Irena, Heyer, Robert, Huang, Liren, Sczyrba, Alexander, Reichl, Udo, and Benndorf, Dirk

Abstract

Additional file 7: Table S7.1. Hydrogenase enzymes of Methanothrix during discontinuous H2-feeding experiments. The numbers represent the spectral count of the annotated metaproteins F420-dependent hydrogenase (Frh) and viologen-reducing hydrogenase (Vht); the number in brackets corresponds to the different proteins identified.

Published
2022
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17. Additional file 5 of Adaptation of a microbial community to demand-oriented biological methanation

Author

Khesali Aghtaei, Hoda, Püttker, Sebastian, Maus, Irena, Heyer, Robert, Huang, Liren, Sczyrba, Alexander, Reichl, Udo, and Benndorf, Dirk

Abstract

Additional file 5. It includes variation in identified proteins of each MAG for BM-24/0 and BM-12/12 using the Kyoto encyclopaedia of genes and genomes (KEGG) map of the central carbon metabolism (map01200). The colours correspond to logarithmic expression ratio [X = Log2 (KO BM-12/12/KO BM-24/0)]. p > 0.05 considered significant, p ≤ 0.05 see colour legend at the right side of each map (t test). KO (KEGG Orthology) values are the mean normalised values of the abundance of defined orthologs in the metaproteins of the BM pattern. Each of the KEGG map reported protein variations in the one MAG as presented in these figures: Figure S5.1. Methanobacterium (MAG5), Figure S5.2. Methanobacterium (MAG3), Figure S5.3. Methanobacteriaceae (MAG14), Figure S5.4. Methanobacteriaceae (MAG8), Figure S5.5. Petrimonas mucosa (MAG16), Figure S5.6. Sporomusa sphaeroides (MAG13), Figure S5.7. Defluviitoga tunisiensis (MAG6), Figure S5.8. Limnochordia (MAG7), Fig. S5.9. Lutispora (MAG12), Figure S5.10. Firmicutes (MAG9), Figure S5.11. Firmicutes (MAG15), Figure S5.12. Bacteriodales (MAG10), Figur S5.13. Bacteriodales(MAG11).

Published
2022
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18. Additional file 2 of Adaptation of a microbial community to demand-oriented biological methanation

Author

Khesali Aghtaei, Hoda, Püttker, Sebastian, Maus, Irena, Heyer, Robert, Huang, Liren, Sczyrba, Alexander, Reichl, Udo, and Benndorf, Dirk

Abstract

Additional file 2: Table S2.1. Metagenome assembly and binning results. Table S2.2. Taxonomic affiliation of metagenome-assembled genomes (MAGs) based on GDTB results. Table S2.3. Number of metagenome sequences mapped onto the MAG genome, relative abundance, metagenome completeness and contamination of the 12 identified MAGs.

Published
2022
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19. Phage Genome Diversity in a Biogas-Producing Microbiome Analyzed by Illumina and Nanopore GridION Sequencing

Author

Willenbücher, Katharina, Wibberg, Daniel, Huang, Liren, Conrady, Marius, Ramm, Patrice, Gätcke, Julia, Busche, Tobias, Brandt, Christian, Szewzyk, Ulrich, Schlüter, Andreas, Barrero Canosa, Jimena, and Maus, Irena

Subjects
virome, bacteriophages, ddc:570, phage particle extraction protocol, virome structure, fragment recruitment, 570 Biologie, 660.6, phage enrichment
Abstract

The microbial biogas network is complex and intertwined, and therefore relatively stable in its overall functionality. However, if key functional groups of microorganisms are affected by biotic or abiotic factors, the entire efficacy may be impaired. Bacteriophages are hypothesized to alter the steering process of the microbial network. In this study, an enriched fraction of virus-like particles was extracted from a mesophilic biogas reactor and sequenced on the Illumina MiSeq and Nanopore GridION sequencing platforms. Metagenome data analysis resulted in identifying 375 metagenome-assembled viral genomes (MAVGs). Two-thirds of the classified sequences were only assigned to the superkingdom Viruses and the remaining third to the family Siphoviridae, followed by Myoviridae, Podoviridae, Tectiviridae, and Inoviridae. The metavirome showed a close relationship to the phage genomes that infect members of the classes Clostridia and Bacilli. Using publicly available biogas metagenomic data, a fragment recruitment approach showed the widespread distribution of the MAVGs studied in other biogas microbiomes. In particular, phage sequences from mesophilic microbiomes were highly similar to the phage sequences of this study. Accordingly, the virus particle enrichment approach and metavirome sequencing provided additional genome sequence information for novel virome members, thus expanding the current knowledge of viral genetic diversity in biogas reactors.

Published
2021

22. The UK10K project identifies rare variants in health and disease

Author

Walter, Klaudia, Min, Josine L., Huang, Jie, Crooks, Lucy, Memari, Yasin, Perry, John R. B., Xu, ChangJiang, Futema, Marta, Lawson, Daniel, Iotchkova, Valentina, Schiffels, Stephan, Hendricks, Audrey E., Danecek, Petr, Li, Rui, Floyd, James, Wain, Louise V., Humphries, Steve E., Barrett, Jeffrey C., Bala, Senduran, Clapham, Peter, Coates, Guy, Cox, Tony, Daly, Allan, Du, Yuanping, Edkins, Sarah, Ellis, Peter, Flicek, Paul, Guo, Xiaosen, Guo, Xueqin, Huang, Liren, Jackson, David K., Joyce, Chris, Keane, Thomas, Kolb-Kokocinski, Anja, Langford, Cordelia, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Maslen, John, McCarthy, Shane, (co-chair), Muddyman, Dawn, Quail, Michael A., Stalker, Jim, (co-chair), Sun, Jianping, Tian, Jing, Wang, Guangbiao, Wang, Jun, Wang, Yu, Wong, Kim, Zhang, Pingbo, Birney, Ewan, Boustred, Chris, Chen, Lu, Clement, Gail, Cocca, Massimiliano, Smith, George Davey, Day, Ian N. M., Day-Williams, Aaron, Down, Thomas, Dunham, Ian, Evans, David M., Gaunt, Tom R., Geihs, Matthias, Hart, Deborah, Howie, Bryan, Hubbard, Tim, Hysi, Pirro, Jamshidi, Yalda, Karczewski, Konrad J., Kemp, John P., Lachance, Genevieve, Lek, Monkol, Lopes, Margarida, MacArthur, Daniel G., Marchini, Jonathan, Mangino, Massimo, Mathieson, Iain, Metrustry, Sarah, Moayyeri, Alireza, Northstone, Kate, Panoutsopoulou, Kalliope, Paternoster, Lavinia, Quaye, Lydia, Richards, Brent J., (co-chair), Ring, Susan, Ritchie, Graham R. S., Shihab, Hashem A., Shin, So-Youn, Small, Kerrin S., Artigas, María Soler, Soranzo, Nicole, (co-chair), Southam, Lorraine, Spector, Timothy D., St Pourcain, Beate, Surdulescu, Gabriela, Tachmazidou, Ioanna, Timpson, Nicholas J., (co-chair), Tobin, Martin D., Valdes, Ana M., Visscher, Peter M., Ward, Kirsten, Wilson, Scott G., Yang, Jian, Zhang, Feng, Zheng, Hou-Feng, Anney, Richard, Ayub, Muhammad, Blackwood, Douglas, Bolton, Patrick F., Breen, Gerome, Collier, David A., Craddock, Nick, Curran, Sarah, Curtis, David, Gallagher, Louise, Geschwind, Daniel, Gurling, Hugh, Holmans, Peter, Lee, Irene, Lönnqvist, Jouko, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Morris, James, OʼDonovan, Michael C., Owen, Michael J., (co-chair), Palotie, Aarno, (co-chair), Parr, Jeremy R., Paunio, Tiina, Pietilainen, Olli, Rehnström, Karola, Sharp, Sally I., Skuse, David, St Clair, David, Suvisaari, Jaana, Walters, James T. R., Williams, Hywel J., Barroso, Inês, (co-chair), Bochukova, Elena, Bounds, Rebecca, Dominiczak, Anna, Farooqi, Sadaf I., (co-chair), Keogh, Julia, Marenne, Gaëlle, Morris, Andrew, OʼRahilly, Stephen, Porteous, David J., Smith, Blair H., Wheeler, Eleanor, Al Turki, Saeed, Anderson, Carl A., Antony, Dinu, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Cirak, Sebahattin, Cosgrove, Catherine, Fitzpatrick, David R., (co-chair), Foley, Reghan A., Franklin, Christopher S., Grozeva, Detelina, Hurles, Matthew E., (co-chair), Mitchison, Hannah M., Muntoni, Francesco, Onoufriadis, Alexandros, Parker, Victoria, Payne, Felicity, Raymond, Lucy F., Roberts, Nicola, Savage, David B., Scambler, Peter, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Spasic-Boskovic, Olivera, Stevens, Elizabeth, van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Williamson, Kathleen A., Wilson, Crispian, Whyte, Tamieka, Ciampi, Antonio, Greenwood, Celia M. T., (co-chair), Oualkacha, Karim, Zeggini, Eleftheria, (co-chair), Bobrow, Martin, Griffin, Heather, Kaye, Jane, (co-chair), Kennedy, Karen, Kent, Alastair, Smee, Carol, Charlton, Ruth, Ekong, Rosemary, Khawaja, Farrah, Lopes, Luis R., Migone, Nicola, Payne, Stewart J., Plagnol, Vincent, (chair), Pollitt, Rebecca C., Povey, Sue, Ridout, Cheryl K., Robinson, Rachel L., Scott, Richard H., Shaw, Adam, Syrris, Petros, Taylor, Rohan, Vandersteen, Anthony M., Durbin, Richard, (chair), Amuzu, Antoinette, Casas, Juan Pablo, Chambers, John C., Dedoussis, George, Gambaro, Giovanni, Gasparini, Paolo, Isaacs, Aaron, Johnson, Jon, Kleber, Marcus E., Kooner, Jaspal S., Langenberg, Claudia, Luan, Jianʼan, Malerba, Giovanni, März, Winfried, Matchan, Angela, Morris, Richard, Nordestgaard, Børge G., Benn, Marianne, Scott, Robert A., Toniolo, Daniela, Traglia, Michela, Tybjaerg-Hansen, Anne, van Duijn, Cornelia M., van Leeuwen, Elisabeth M., Varbo, Anette, Whincup, Peter, Zaza, Gianluigi, and Zhang, Weihua

Published
2015
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23. Identification of Beneficial Microbial Consortia and Bioactive Compounds with Potential as Plant Biostimulants for a Sustainable Agriculture

Author

Tabacchioni, Silvia, Passato, Stefania, Ambrosino, Patrizia, Huang, Liren, Caldara, Marina, Cantale, Cristina, Hett, Jonas, Del Fiore, Antonella, Fiore, Alessia, Schlüter, Andreas, Sczyrba, Alexander, Maestri, Elena, Marmiroli, Nelson, Neuhoff, Daniel, Nesme, Joseph, Sørensen, Søren Johannes, Aprea, Giuseppe, Nobili, Chiara, Presenti, Ombretta, Giovannetti, Giusto, Giovannetti, Caterina, Pihlanto, Anne, Brunori, Andrea, Bevivino, Annamaria, Tabacchioni, Silvia, Passato, Stefania, Ambrosino, Patrizia, Huang, Liren, Caldara, Marina, Cantale, Cristina, Hett, Jonas, Del Fiore, Antonella, Fiore, Alessia, Schlüter, Andreas, Sczyrba, Alexander, Maestri, Elena, Marmiroli, Nelson, Neuhoff, Daniel, Nesme, Joseph, Sørensen, Søren Johannes, Aprea, Giuseppe, Nobili, Chiara, Presenti, Ombretta, Giovannetti, Giusto, Giovannetti, Caterina, Pihlanto, Anne, Brunori, Andrea, and Bevivino, Annamaria

Abstract

A growing body of evidence demonstrates the potential of various microbes to enhance plant productivity in cropping systems although their successful field application may be impaired by several biotic and abiotic constraints. In the present work, we aimed at developing multifunctional synthetic microbial consortia to be used in combination with suitable bioactive compounds for improving crop yield and quality. Plant growth-promoting microorganisms (PGPMs) with different functional attributes were identified by a bottom-up approach. A comprehensive literature survey on PGPMs associated with maize, wheat, potato and tomato, and on commercial formulations, was conducted by examining peer-reviewed scientific publications and results from relevant European projects. Metagenome fragment recruitments on genomes of potential PGPMs represented in databases were also performed to help identify plant growth-promoting (PGP) strains. Following evidence of their ability to coexist, isolated PGPMs were synthetically assembled into three different microbial consortia. Additionally, the effects of bioactive compounds on the growth of individually PGPMs were tested in starvation conditions. The different combination products based on microbial and non-microbial biostimulants (BS) appear worth considering for greenhouse and open field trials to select those potentially adoptable in sustainable agriculture.

Published
2021

24. The Role of Petrimonas mucosa ING2-E5AT in Mesophilic Biogas Reactor Systems as Deduced from Multiomics Analyses

Author

Maus, Irena, Tubbesing, Tom Jonas, Wibberg, Daniel, Heyer, Robert, Hassa, Julia, Tomazetto, Geizecler, Huang, Liren, Bunk, Boyke, Spröer, Cathrin, Benndorf, Dirk, Zverlov, Vladimir, Pühler, Alfred, Klocke, Michael, Sczyrba, Alexander, and Schlüter, Andreas

Subjects
anaerobic digestion, carbohydrate-active enzymes, polysaccharide utilization loci, biomethanation, metabolic pathway reconstruction, bioconversion, lcsh:Biology (General), ddc:570, 570 Biologie, lcsh:QH301-705.5, Article, 660.6
Abstract

Members of the genera Proteiniphilum and Petrimonas were speculated to represent indicators reflecting process instability within anaerobic digestion (AD) microbiomes. Therefore, Petrimonas mucosa ING2-E5AT was isolated from a biogas reactor sample and sequenced on the PacBio RSII and Illumina MiSeq sequencers. Phylogenetic classification positioned the strain ING2-E5AT in close proximity to Fermentimonas and Proteiniphilum species (family Dysgonomonadaceae). ING2-E5AT encodes a number of genes for glycosyl-hydrolyses (GH) which are organized in Polysaccharide Utilization Loci (PUL) comprising tandem susCD-like genes for a TonB-dependent outer-membrane transporter and a cell surface glycan-binding protein. Different GHs encoded in PUL are involved in pectin degradation, reflecting a pronounced specialization of the ING2-E5AT PUL systems regarding the decomposition of this polysaccharide. Genes encoding enzymes participating in amino acids fermentation were also identified. Fragment recruitments with the ING2-E5AT genome as a template and publicly available metagenomes of AD microbiomes revealed that Petrimonas species are present in 146 out of 257 datasets supporting their importance in AD microbiomes. Metatranscriptome analyses of AD microbiomes uncovered active sugar and amino acid fermentation pathways for Petrimonas species. Likewise, screening of metaproteome datasets demonstrated expression of the Petrimonas PUL-specific component SusC providing further evidence that PUL play a central role for the lifestyle of Petrimonas species.

Published
2020

26. Identification of Beneficial Microbial Consortia and Bioactive Compounds with Potential as Plant Biostimulants for a Sustainable Agriculture

Author

Tabacchioni, Silvia, primary, Passato, Stefania, additional, Ambrosino, Patrizia, additional, Huang, Liren, additional, Caldara, Marina, additional, Cantale, Cristina, additional, Hett, Jonas, additional, Del Fiore, Antonella, additional, Fiore, Alessia, additional, Schlüter, Andreas, additional, Sczyrba, Alexander, additional, Maestri, Elena, additional, Marmiroli, Nelson, additional, Neuhoff, Daniel, additional, Nesme, Joseph, additional, Sørensen, Søren Johannes, additional, Aprea, Giuseppe, additional, Nobili, Chiara, additional, Presenti, Ombretta, additional, Giovannetti, Giusto, additional, Giovannetti, Caterina, additional, Pihlanto, Anne, additional, Brunori, Andrea, additional, and Bevivino, Annamaria, additional

Published
2021
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28. The Role of Petrimonas mucosa ING2-E5AT in Mesophilic Biogas Reactor Systems as Deduced from Multiomics Analyses

Author

Maus, Irena, primary, Tubbesing, Tom, additional, Wibberg, Daniel, additional, Heyer, Robert, additional, Hassa, Julia, additional, Tomazetto, Geizecler, additional, Huang, Liren, additional, Bunk, Boyke, additional, Spröer, Cathrin, additional, Benndorf, Dirk, additional, Zverlov, Vladimir, additional, Pühler, Alfred, additional, Klocke, Michael, additional, Sczyrba, Alexander, additional, and Schlüter, Andreas, additional

Published
2020
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32. Rare Variant Analysis of Human and Rodent Obesity Genes in Individuals with Severe Childhood Obesity

Author

Hendricks, Audrey E., Bochukova, Elena G., Marenne, Gaëlle, Keogh, Julia M., Atanassova, Neli, Bounds, Rebecca, Wheeler, Eleanor, Mistry, Vanisha, Henning, Elana, Körner, Antje, Muddyman, Dawn, McCarthy, Shane, Hinney, Anke, Hebebrand, Johannes, Scott, Robert A., Langenberg, Claudia, Wareham, Nick J., Surendran, Praveen, Howson, Joanna M M, Butterworth, Adam S., Danesh, John, Nordestgaard, Børge G., Nielsen, Sune F., Afzal, Shoaib, Papadia, Sofia, Ashford, Sofie, Garg, Sumedha, Millhauser, Glenn L., Palomino, Rafael I., Kwasniewska, Alexandra, Tachmazidou, Ioanna, O'Rahilly, Stephen, Zeggini, Eleftheria, Barroso, Inês, Farooqi, I. Sadaf, Benzeval, Michaela, Burton, Jonathan, Buck, Nicholas, Jäckle, Annette, Kumari, Meena, Laurie, Heather, Lynn, Peter, Pudney, Stephen, Rabe, Birgitta, Wolke, Dieter, Overvad, Kim, Tjønneland, Anne, Clavel-Chapelon, Francoise, Kaaks, Rudolf, Boeing, Heiner, Trichopoulou, Antonia, Ferrari, Pietro, Palli, Domenico, Krogha, Vittorio, Panico, Salvatore, Tuminoa, Rosario, Matullo, Giuseppe, Boer, Jolanda Ma, Van Der Schouw, Yvonne, Weiderpass, Elisabete, Quiros, J. Ramon, Sánchez, María José, Navarro, Carmen, Moreno-Iribas, Conchi, Arriola, Larraitz, Melander, Olle, Wennberg, Patrik, Key, Timothy J., Riboli, Elio, Al-Turki, Saeed, Anderson, Carl A, Anney, Richard, Antony, Dinu, Soler Artigas, María, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C, Beales, Phil, Bentham, Jamie, Bhattacharyaa, Shoumo, Birney, Ewan, Blackwooda, Douglas, Bobrow, Martin, Bolton, Patrick F., Boustred, Chris, Breen, Gerome, Calissanoa, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampia, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Coccaa, Massimiliano, Collier, David A, Cosgrove, Catherine, Coxa, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N M, Day-Williams, Aaron G, Dominiczak, Anna, Down, Thomas, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evansa, David M., FitzPatrick, David R., Flicek, Paul, Floyd, James S., Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthias, Geschwind, Daniel H., Greenwood, Celia M.T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah J., Holmans, Peter A, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro G., Iotchkova, Valentina, Jackson, David K., Jamshidi, Yalda, Joyce, Chris, Karczewski, Konrad J., Kaye, Jane, Keane, Thomas, Kemp, John P., Kennedy, Karen, Kent, Alastair, Khawaja, Farrah, Van Kogelenberg, Margriet, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lönnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, MacArthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Maslen, John, Mathieson, Iain, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Min, Josine L., Mitchison, Hannah M, Moayyeri, Alireza, Morris, Andrew D., Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael J, Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnström, Karola, Richards, J Brent, Ridout, Cheryl K., Ring, Susan M., Ritchie, Graham R.S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So Youn, Skuse, David, Small, Kerrin S, Smee, Carol, Smith, Blair H., Davey Smith, George, Soranzo, Nicole, Southam, Lorraine, Spasic-Boskovic, Olivera, Spector, Timothy D, St Clair, David, St Pourcain, Beate, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela L, Suvisaari, Jaana, Syrris, Petros, Taylor, Rohan, Tian, Jing, Timpson, Nicholas J., Tobin, Martin D, Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walter, Klaudia, Walters, James T.R., Wang, Guangbiao, Wang, Jun, Wang, Nai-Yu, Ward, Kirsten, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, Changjiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, Zheng, Hou Feng, Hendricks, Audrey E., Bochukova, Elena G., Marenne, Gaã«lle, Keogh, Julia M., Atanassova, Neli, Bounds, Rebecca, Wheeler, Eleanor, Mistry, Vanisha, Henning, Elana, Kã¶rner, Antje, Muddyman, Dawn, Mccarthy, Shane, Hinney, Anke, Hebebrand, Johanne, Scott, Robert A., Langenberg, Claudia, Wareham, Nick J., Surendran, Praveen, Howson, Joanna M., Butterworth, Adam S., Danesh, John, Nordestgaard, Bã¸rge G, Nielsen, Sune F, Afzal, Shoaib, Papadia, Sofia, Ashford, Sofie, Garg, Sumedha, Millhauser, Glenn L., Palomino, Rafael I., Kwasniewska, Alexandra, Tachmazidou, Ioanna, O'Rahilly, Stephen, Zeggini, Eleftheria, Barroso, Inãª, Farooqi, I. Sadaf, Benzeval, Michaela, Burton, Jonathan, Buck, Nichola, Jã¤ckle, Annette, Kumari, Meena, Laurie, Heather, Lynn, Peter, Pudney, Stephen, Rabe, Birgitta, Wolke, Dieter, Overvad, Kim, Tjã¸nneland, Anne, Clavel chapelon, Francoise, Kaaks, Rudolf, Boeing, Heiner, Trichopoulou, Antonia, Ferrari, Pietro, Palli, Domenico, Krogha, Vittorio, Panico, Salvatore, Tuminoa, Rosario, Matullo, Giuseppe, Boer, Jolanda, Van Der Schouw, Yvonne, Weiderpass, Elisabete, Quiros, J. Ramon, Sã¡nchez, Marã­a josã©, Navarro, Carmen, Moreno iribas, Conchi, Arriola, Larraitz, Melander, Olle, Wennberg, Patrik, Key, Timothy J., Riboli, Elio, Turki, Saeed Al, Anderson, Carl A., Anney, Richard, Antony, Dinu, Soler Artigas, Marã­a, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C., Beales, Phil, Bentham, Jamie, Bhattacharyaa, Shoumo, Birney, Ewan, Blackwooda, Dougla, Bobrow, Martin, Bolton, Patrick F., Boustred, Chri, Breen, Gerome, Calissanoa, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampia, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Coccaa, Massimiliano, Collier, David A., Cosgrove, Catherine, Coxa, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N. M., Day williams, Aaron, Dominiczak, Anna, Down, Thoma, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evansa, David M., Fitzpatrick, David R., Flicek, Paul, Floyd, Jame, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthia, Geschwind, Daniel, Greenwood, Celia M. T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah, Holmans, Peter, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro, Iotchkova, Valentina, Jackson, David K., Jamshidi, Yalda, Joyce, Chri, Karczewski, Konrad J., Kaye, Jane, Keane, Thoma, Kemp, John P., Kennedy, Karen, Kent, Alastair, Khawaja, Farrah, Van Kogelenberg, Margriet, Kolb kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lã¶nnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, Macarthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Maslen, John, Mathieson, Iain, Mcguffin, Peter, Mcintosh, Andrew M., Mckechanie, Andrew G., Mcquillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Min, Josine L., Mitchison, Hannah M., Moayyeri, Alireza, Morris, Andrew, Morris, Jame, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., Onoufriadis, Alexandro, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnstrã¶m, Karola, Richards, J. Brent, Ridout, Cheryl K., Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So youn, Skuse, David, Small, Kerrin S., Smee, Carol, Smith, Blair H., Davey Smith, George, Soranzo, Nicole, Southam, Lorraine, Spasic boskovic, Olivera, Spector, Timothy D., St Clair, David, St Pourcain, Beate, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Syrris, Petro, Taylor, Rohan, Tian, Jing, Timpson, Nicholas J., Tobin, Martin D., Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walter, Klaudia, Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, Changjiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, and Zheng, Hou feng

Subjects
Multidisciplinary, Journal Article, General
Abstract

Obesity is a genetically heterogeneous disorder. Using targeted and whole-exome sequencing, we studied 32 human and 87 rodent obesity genes in 2,548 severely obese children and 1,117 controls. We identified 52 variants contributing to obesity in 2% of cases including multiple novel variants in GNAS, which were sometimes found with accelerated growth rather than short stature as describedw previously. Nominally significant associations were found for rare functional variants in BBS1, BBS9, GNAS, MKKS, CLOCK and ANGPTL6. The p.S284X variant in ANGPTL6 drives the association signal (rs201622589, MAF∼0.1%, odds ratio = 10.13, p-value = 0.042) and results in complete loss of secretion in cells. Further analysis including additional case-control studies and population controls (N = 260,642) did not support association of this variant with obesity (odds ratio = 2.34, p-value = 2.59 × 10-3), highlighting the challenges of testing rare variant associations and the need for very large sample sizes. Further validation in cohorts with severe obesity and engineering the variants in model organisms will be needed to explore whether human variants in ANGPTL6 and other genes that lead to obesity when deleted in mice, do contribute to obesity. Such studies may yield druggable targets for weight loss therapies.

Published
2017

33. Steroid receptor coactivator-1 modulates the function of Pomc neurons and energy homeostasis

Author

Yang, Yongjie, van der Klaauw, Agatha A., Zhu, Liangru, Cacciottolo, Tessa M., He, Yanlin, Stadler, Lukas K. J., Wang, Chunmei, Xu, Pingwen, Saito, Kenji, Hinton, Antentor, Yan, Xiaofeng, Keogh, Julia M., Henning, Elana, Banton, Matthew C., Hendricks, Audrey E., Bochukova, Elena G., Mistry, Vanisha, Lawler, Katherine L., Liao, Lan, Xu, Jianming, O'Rahilly, Stephen, Tong, Qingchun, Barroso, Ines, O'Malley, Bert W., Farooqi, I. Sadaf, Xu, Yong, Balasubramanian, Senduran, Clapham, Peter, Coates, Guy, Cox, Tony, Daly, Allan, Danecek, Petr, Du, Yuanping, Durbin, Richard, Edkins, Sarah, Ellis, Peter, Flicek, Paul, Guo, Xiaosen, Guo, Xueqin, Huang, Liren, Jackson, David K., Joyce, Chris, Keane, Thomas, Kolb-Kokocinski, Anja, Langford, Cordelia, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Maslen, John, McCarthy, Shane, Muddyman, Dawn, Quail, Michael A., Stalker, Jim, Sun, Jianping, Tian, Jing, Wang, Guangbiao, Wang, Jun, Wang, Yu, Wong, Kim, Zhang, Pingbo, Birney, Ewan, Boustred, Chris, Brion, Marie-Jo, Chen, Lu, Clement, Gail, Smith, George Davey, Day, Ian N. M., Day-Williams, Aaron, Down, Thomas, Dunham, Ian, Evans, David M., Fatemifar, Ghazaleh, Gaunt, Tom R., Geihs, Matthias, Greenwood, Celia M. T., Hart, Deborah, Howie, Bryan, Huang, Jie, Hubbard, Tim, Hysi, Pirro, Iotchkova, Valentina, Jamshidi, Yalda, Kemp, John P., Lachance, Genevieve, Lawson, Daniel, Lek, Monkol, Lopes, Margarida, MacArthur, Daniel G., Marchini, Jonathan, Massimo, Mangino, Mathieson, Iain, Memari, Yasin, Metrustry, Sarah, Min, Josine L., Moayyeri, Alireza, Northstone, Kate, Panoutsopoulou, Kalliope, Paternoster, Lavinia, Perry, John R. B., Quaye, Lydia, Richards, J. Brent, Ring, Susan, Ritchie, Graham R. S., Schiffels, Stephan, Shihab, Hashem A., Shin, So-Youn, Small, Kerrin S., Artigas, Maria Soler, Soranzo, Nicole, Southam, Lorraine, Spector, Timothy D., St Pourcain, Beate, Surdulescu, Gabriela, Tachmazidou, Ioanna, Timpson, Nicholas J., Tobin, Martin D., Valdes, Ana M., Visscher, Peter M., Wain, Louise V., Walter, Klaudia, Ward, Kirsten, Wilson, Scott G., Yang, Jian, Zeggini, Eleftheria, Zhang, Feng, Zheng, Hou-Feng, Anney, Richard, Ayub, Muhammad, Barrett, Jeffrey C., Blackwood, Douglas, Bolton, Patrick F., Breen, Gerome, Collier, David A., Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Gallagher, Louise, Geschwind, Daniel, Gurling, Hugh, Holmans, Peter, Lee, Irene, Lonnqvist, Jouko, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Morris, James, O'Donovan, Michael C., Owen, Michael J., Palotie, Aarno, Parr, Jeremy R., Paunio, Tiina, Pietilainen, Olli, Rehnstrom, Karola, Sharp, Sally I., Skuse, David, St Clair, David, Suvisaari, Jaana, Walters, James T. R., Williams, Hywel J., Bochukova, Elena, Bounds, Rebecca, Dominiczak, Anna, Keogh, Julia, Marenne, Gaelle, Morris, Andrew, Porteous, David J., Smith, Blair H., Wheeler, Eleanor, Al Turki, Saeed, Anderson, Carl A., Antony, Dinu, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Cirak, Sebahattin, Cosgrove, Catherine, Fitzpatrick, David R., Floyd, James, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Grozeva, Detelina, Humphries, Steve E., Hurles, Matthew E., Mitchison, Hannah M., Muntoni, Francesco, Onoufriadis, Alexandros, Parker, Victoria, Payne, Felicity, Plagnol, Vincent, Raymond, F. Lucy, Roberts, Nicola, Savage, David B., Scambler, Peter, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Spasic-Boskovic, Olivera, Stevens, Elizabeth, van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Williamson, Kathleen A., Wilson, Crispian, Whyte, Tamieka, Ciampi, Antonio, Li, Rui, Oualkacha, Karim, Xu, ChangJiang, Bobrow, Martin, Griffin, Heather, Kaye, Jane, Kennedy, Karen, Kent, Alastair, Smee, Carol, Charlton, Ruth, Ekong, Rosemary, Khawaja, Farrah, Lopes, Luis R., Migone, Nicola, Payne, Stewart J., Pollitt, Rebecca C., Povey, Sue, Ridout, Cheryl K., Robinson, Rachel L., Scott, Richard H., Shaw, Adam, Syrris, Petros, Taylor, Rohan, Vandersteen, Anthony M., Amuzu, Antoinette, Casas, Juan Pablo, Chambers, John C., Cocca, Massimiliano, Dedoussis, George, Gambaro, Giovanni, Gasparini, Paolo, Isaacs, Aaron, Johnson, Jon, Kleber, Marcus E., Kooner, Jaspal S., Langenberg, Claudia, Luan, Jian'an, Malerba, Giovanni, Marz, Winfried, Matchan, Angela, Morris, Richard, Nordestgaard, Børge G., Benn, Marianne, Scott, Robert A., Toniolo, Daniela, Traglia, Michela, Tybjaerg-Hansen, Anne, van Duijn, Cornelia M., van Leeuwen, Elisabeth M., Varbo, Anette, Whincup, Peter, Zaza, Gianluigi, and Zhang, Weihua

Published
2019

34. Cloud-based Bioinformatics Framework for Next-Generation Sequencing Data

Author

Huang, Liren

Abstract

The increasing amount of next-generation sequencing data introduces a fundamental challenge on large scale genomic analytics. Storing and processing large amounts of sequencing data requires considerable hardware resources and efficient software that can fully utilize these resources. Nowadays, both industrial enterprises and nonprofit institutes are providing robust and easy-access cloud services for studies in life science. To facilitate genomic data analyses on such powerful computing resources, distributed bioinformatics tools are needed. However, most of existing tools have low scalability on the distributed computing cloud. Thus, in this thesis, I developed a cloud based bioinformatics framework that mainly addresses two computational challenges: (i) the run time intensive challenge in the sequence mapping process and (ii) the memory intensive challenge in the de novo genome assembly process. For sequence mapping, I have natively implemented an Apache Spark based distributed sequence mapping tool called Sparkhit. It uses the q-gram filter and Pigeonhole principle to accelerate the speeds of fragment recruitment and short read mapping processes. These algorithms are implemented in the Spark extended MapReduce model. Sparkhit runs 92–157 times faster than MetaSpark on metagenomic fragment recruitment and 18–32 times faster than Crossbow on data pre-processing. For de novo genome assembly, I have invented a new data structure called Reflexible Distributed K-mer (RDK) and natively implemented a distributed genome assembler called Reflexiv. Reflexiv is built on top of the Apache Spark platform, uses Spark Resilient Distributed Dataset (RDD) to distributed large amount of k-mers across the cluster and assembles the genome in a recursive way. As a result, Reflexiv runs 8-17 times faster than Ray assembler and 5-18 times faster than AbySS assembler on the clusters deployed at the de.NBI cloud. In addition, I have incorporated a variety of analytical methods into the framework. I have also developed a tool wrapper to distribute external tools and Docker containers on the Spark cluster. As a large scale genomic use case, my framework processed 100 terabytes of data across four genomic projects on the Amazon cloud in 21 hours. Furthermore, the application on the entire Human Microbiome Project shotgun sequencing data was completed in 2 hours, presenting an approach to easily associate large amounts of public datasets with reference data. Thus, my work contributes to the interdisciplinary research of life science and distributed cloud computing by improving existing methods with a new data structure, new algorithms, and robust distributed implementations.

Published
2019

35. Low-frequency variation in TP53 has large effects on head circumference and intracranial volume

Author

Haworth, Simon, Shapland, Chin Yang, Hayward, Caroline, Prins, Bram P., Felix, Janine F., Medina-Gomez, Carolina, Rivadeneira, Fernando, Wang, Carol, Ahluwalia, Tarunveer S., Vrijheid, Martine, Guxens, Monica, Sunyer, Jordi, Tachmazidou, Ioanna, Walter, Klaudia, Iotchkova, Valentina, Jackson, Andrew, Cleal, Louise, Huffmann, Jennifer, Min, Josine L., Sass, Laerke, Timmers, Paul R. H. J., Al Turki, Saeed, Anderson, Carl A., Anney, Richard, Antony, Dinu, Artigas, Maria Soler, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C., Barroso, Ines, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick F., Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampi, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Cocca, Massimiliano, Collier, David A., Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N. M., Day-Williams, Aaron, Dominiczak, Anna, Down, Thomas, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evans, David M., Farooqi, I. Sadaf, Fitzpatrick, David R., Flicek, Paul, Floyd, James, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia M. T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey E., Holmans, Peter, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Joyce, Chris, Karczewski, Konrad J., Kaye, Jane, Keane, Thomas, Kemp, John P., Kennedy, Karen, Kent, Alastair, Keogh, Julia, Khawaja, Farrah, van Kogelenberg, Margriet, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lonnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, MacArthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Marenne, Gaelle, Maslen, John, Mathieson, Iain, McCarthy, Shane, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Mitchison, Hannah M., Moayyeri, Alireza, Morris, Andrew, Morris, James, Muddyman, Dawn, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., O'Rahilly, Stephen, Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnstrom, Karola, Richards, J. Brent, Ridout, Cheryl K., Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So-Youn, Skuse, David, Small, Kerrin S., Smee, Carol, Smith, Blair H., Soranzo, Nicole, Southam, Lorraine, Spasic-Boskovic, Olivera, Spector, Timothy D., St Clair, David, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Syrris, Petros, Taylor, Rohan, Tian, Jing, Tobin, Martin D., Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Eleanor, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, Zheng, Hou-Feng, Smith, George Davey, Fisher, Simon E., Wilson, James F., Cole, Tim J., Fernandez-Orth, Dietmar, Bonnelykke, Klaus, Bisgaard, Hans, Pennell, Craig E., Jaddoe, Vincent W. V., Dedoussis, George, Timpson, Nicholas, Zeggini, Eleftheria, Vitart, Veronique, St Pourcain, Beate, Haworth, Simon, Shapland, Chin Yang, Hayward, Caroline, Prins, Bram P., Felix, Janine F., Medina-Gomez, Carolina, Rivadeneira, Fernando, Wang, Carol, Ahluwalia, Tarunveer S., Vrijheid, Martine, Guxens, Monica, Sunyer, Jordi, Tachmazidou, Ioanna, Walter, Klaudia, Iotchkova, Valentina, Jackson, Andrew, Cleal, Louise, Huffmann, Jennifer, Min, Josine L., Sass, Laerke, Timmers, Paul R. H. J., Al Turki, Saeed, Anderson, Carl A., Anney, Richard, Antony, Dinu, Artigas, Maria Soler, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C., Barroso, Ines, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick F., Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampi, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Cocca, Massimiliano, Collier, David A., Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N. M., Day-Williams, Aaron, Dominiczak, Anna, Down, Thomas, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evans, David M., Farooqi, I. Sadaf, Fitzpatrick, David R., Flicek, Paul, Floyd, James, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia M. T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey E., Holmans, Peter, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Joyce, Chris, Karczewski, Konrad J., Kaye, Jane, Keane, Thomas, Kemp, John P., Kennedy, Karen, Kent, Alastair, Keogh, Julia, Khawaja, Farrah, van Kogelenberg, Margriet, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lonnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, MacArthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Marenne, Gaelle, Maslen, John, Mathieson, Iain, McCarthy, Shane, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Mitchison, Hannah M., Moayyeri, Alireza, Morris, Andrew, Morris, James, Muddyman, Dawn, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., O'Rahilly, Stephen, Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnstrom, Karola, Richards, J. Brent, Ridout, Cheryl K., Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So-Youn, Skuse, David, Small, Kerrin S., Smee, Carol, Smith, Blair H., Soranzo, Nicole, Southam, Lorraine, Spasic-Boskovic, Olivera, Spector, Timothy D., St Clair, David, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Syrris, Petros, Taylor, Rohan, Tian, Jing, Tobin, Martin D., Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Eleanor, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, Zheng, Hou-Feng, Smith, George Davey, Fisher, Simon E., Wilson, James F., Cole, Tim J., Fernandez-Orth, Dietmar, Bonnelykke, Klaus, Bisgaard, Hans, Pennell, Craig E., Jaddoe, Vincent W. V., Dedoussis, George, Timpson, Nicholas, Zeggini, Eleftheria, Vitart, Veronique, and St Pourcain, Beate

Abstract

Cranial growth and development is a complex process which affects the closely related traits of head circumference (HC) and intracranial volume (ICV). The underlying genetic influences shaping these traits during the transition from childhood to adulthood are little understood, but might include both age-specific genetic factors and low-frequency genetic variation. Here, we model the developmental genetic architecture of HC, showing this is genetically stable and correlated with genetic determinants of ICV. Investigating up to 46,000 children and adults of European descent, we identify association with final HC and/or final ICV + HC at 9 novel common and low-frequency loci, illustrating that genetic variation from a wide allele frequency spectrum contributes to cranial growth. The largest effects are reported for low-frequency variants within TP53, with 0.5 cm wider heads in increaser-allele carriers versus non-carriers during mid-childhood, suggesting a previously unrecognized role of TP53 transcripts in human cranial development.

Published
2019

38. Bi-allelic Loss-of-Function CACNA1B Mutations in Progressive Epilepsy-Dyskinesia

Author

Gorman, Kathleen M., primary, Meyer, Esther, additional, Grozeva, Detelina, additional, Spinelli, Egidio, additional, McTague, Amy, additional, Sanchis-Juan, Alba, additional, Carss, Keren J., additional, Bryant, Emily, additional, Reich, Adi, additional, Schneider, Amy L., additional, Pressler, Ronit M., additional, Simpson, Michael A., additional, Debelle, Geoff D., additional, Wassmer, Evangeline, additional, Morton, Jenny, additional, Sieciechowicz, Diana, additional, Jan-Kamsteeg, Eric, additional, Paciorkowski, Alex R., additional, King, Mary D., additional, Cross, J. Helen, additional, Poduri, Annapurna, additional, Mefford, Heather C., additional, Scheffer, Ingrid E., additional, Haack, Tobias B., additional, McCullagh, Gary, additional, Millichap, John J., additional, Carvill, Gemma L., additional, Clayton-Smith, Jill, additional, Maher, Eamonn R., additional, Raymond, F. Lucy, additional, Kurian, Manju A., additional, McRae, Jeremy F., additional, Clayton, Stephen, additional, Fitzgerald, Tomas W., additional, Kaplanis, Joanna, additional, Prigmore, Elena, additional, Rajan, Diana, additional, Sifrim, Alejandro, additional, Aitken, Stuart, additional, Akawi, Nadia, additional, Alvi, Mohsan, additional, Ambridge, Kirsty, additional, Barrett, Daniel M., additional, Bayzetinova, Tanya, additional, Jones, Philip, additional, Jones, Wendy D., additional, King, Daniel, additional, Krishnappa, Netravathi, additional, Mason, Laura E., additional, Singh, Tarjinder, additional, Tivey, Adrian R., additional, Ahmed, Munaza, additional, Anjum, Uruj, additional, Archer, Hayley, additional, Armstrong, Ruth, additional, Awada, Jana, additional, Balasubramanian, Meena, additional, Banka, Siddharth, additional, Baralle, Diana, additional, Barnicoat, Angela, additional, Batstone, Paul, additional, Baty, David, additional, Bennett, Chris, additional, Berg, Jonathan, additional, Bernhard, Birgitta, additional, Bevan, A. Paul, additional, Bitner-Glindzicz, Maria, additional, Blair, Edward, additional, Blyth, Moira, additional, Bohanna, David, additional, Bourdon, Louise, additional, Bourn, David, additional, Bradley, Lisa, additional, Brady, Angela, additional, Brent, Simon, additional, Brewer, Carole, additional, Brunstrom, Kate, additional, Bunyan, David J., additional, Burn, John, additional, Canham, Natalie, additional, Castle, Bruce, additional, Chandler, Kate, additional, Chatzimichali, Elena, additional, Cilliers, Deirdre, additional, Clarke, Angus, additional, Clasper, Susan, additional, Clowes, Virginia, additional, Coates, Andrea, additional, Cole, Trevor, additional, Colgiu, Irina, additional, Collins, Amanda, additional, Collinson, Morag N., additional, Connell, Fiona, additional, Cooper, Nicola, additional, Cox, Helen, additional, Cresswell, Lara, additional, Cross, Gareth, additional, Crow, Yanick, additional, D’Alessandro, Mariella, additional, Dabir, Tabib, additional, Davidson, Rosemarie, additional, Davies, Sally, additional, de Vries, Dylan, additional, Dean, John, additional, Deshpande, Charu, additional, Devlin, Gemma, additional, Dixit, Abhijit, additional, Dobbie, Angus, additional, Donaldson, Alan, additional, Donnai, Dian, additional, Donnelly, Deirdre, additional, Donnelly, Carina, additional, Douglas, Angela, additional, Douzgou, Sofia, additional, Duncan, Alexis, additional, Eason, Jacqueline, additional, Ellard, Sian, additional, Ellis, Ian, additional, Elmslie, Frances, additional, Evans, Karenza, additional, Everest, Sarah, additional, Fendick, Tina, additional, Fisher, Richard, additional, Flinter, Frances, additional, Foulds, Nicola, additional, Fry, Andrew, additional, Fryer, Alan, additional, Gardiner, Carol, additional, Gaunt, Lorraine, additional, Ghali, Neeti, additional, Gibbons, Richard, additional, Gill, Harinder, additional, Goodship, Judith, additional, Goudie, David, additional, Gray, Emma, additional, Green, Andrew, additional, Greene, Philip, additional, Greenhalgh, Lynn, additional, Gribble, Susan, additional, Harrison, Rachel, additional, Harrison, Lucy, additional, Harrison, Victoria, additional, Hawkins, Rose, additional, He, Liu, additional, Hellens, Stephen, additional, Henderson, Alex, additional, Hewitt, Sarah, additional, Hildyard, Lucy, additional, Hobson, Emma, additional, Holden, Simon, additional, Holder, Muriel, additional, Holder, Susan, additional, Hollingsworth, Georgina, additional, Homfray, Tessa, additional, Humphreys, Mervyn, additional, Hurst, Jane, additional, Hutton, Ben, additional, Ingram, Stuart, additional, Irving, Melita, additional, Islam, Lily, additional, Jackson, Andrew, additional, Jarvis, Joanna, additional, Jenkins, Lucy, additional, Johnson, Diana, additional, Jones, Elizabeth, additional, Josifova, Dragana, additional, Joss, Shelagh, additional, Kaemba, Beckie, additional, Kazembe, Sandra, additional, Kelsell, Rosemary, additional, Kerr, Bronwyn, additional, Kingston, Helen, additional, Kini, Usha, additional, Kinning, Esther, additional, Kirby, Gail, additional, Kirk, Claire, additional, Kivuva, Emma, additional, Kraus, Alison, additional, Kumar, Dhavendra, additional, Kumar, V. K. Ajith, additional, Lachlan, Katherine, additional, Lam, Wayne, additional, Lampe, Anne, additional, Langman, Caroline, additional, Lees, Melissa, additional, Lim, Derek, additional, Longman, Cheryl, additional, Lowther, Gordon, additional, Lynch, Sally A., additional, Magee, Alex, additional, Maher, Eddy, additional, Male, Alison, additional, Mansour, Sahar, additional, Marks, Karen, additional, Martin, Katherine, additional, Maye, Una, additional, McCann, Emma, additional, McConnell, Vivienne, additional, McEntagart, Meriel, additional, McGowan, Ruth, additional, McKay, Kirsten, additional, McKee, Shane, additional, McMullan, Dominic J., additional, McNerlan, Susan, additional, McWilliam, Catherine, additional, Mehta, Sarju, additional, Metcalfe, Kay, additional, Middleton, Anna, additional, Miedzybrodzka, Zosia, additional, Miles, Emma, additional, Mohammed, Shehla, additional, Montgomery, Tara, additional, Moore, David, additional, Morgan, Sian, additional, Mugalaasi, Hood, additional, Murday, Victoria, additional, Murphy, Helen, additional, Naik, Swati, additional, Nemeth, Andrea, additional, Nevitt, Louise, additional, Newbury-Ecob, Ruth, additional, Norman, Andrew, additional, O’Shea, Rosie, additional, Ogilvie, Caroline, additional, Ong, Kai-Ren, additional, Park, Soo-Mi, additional, Parker, Michael J., additional, Patel, Chirag, additional, Paterson, Joan, additional, Payne, Stewart, additional, Perrett, Daniel, additional, Phipps, Julie, additional, Pilz, Daniela T., additional, Pollard, Martin, additional, Pottinger, Caroline, additional, Poulton, Joanna, additional, Pratt, Norman, additional, Prescott, Katrina, additional, Price, Sue, additional, Pridham, Abigail, additional, Procter, Annie, additional, Purnell, Hellen, additional, Quarrell, Oliver, additional, Ragge, Nicola, additional, Rahbari, Raheleh, additional, Randall, Josh, additional, Rankin, Julia, additional, Raymond, Lucy, additional, Rice, Debbie, additional, Robert, Leema, additional, Roberts, Eileen, additional, Roberts, Jonathan, additional, Roberts, Paul, additional, Roberts, Gillian, additional, Ross, Alison, additional, Rosser, Elisabeth, additional, Saggar, Anand, additional, Samant, Shalaka, additional, Sampson, Julian, additional, Sandford, Richard, additional, Sarkar, Ajoy, additional, Schweiger, Susann, additional, Scott, Richard, additional, Scurr, Ingrid, additional, Selby, Ann, additional, Seller, Anneke, additional, Sequeira, Cheryl, additional, Shannon, Nora, additional, Sharif, Saba, additional, Shaw-Smith, Charles, additional, Shearing, Emma, additional, Shears, Debbie, additional, Sheridan, Eamonn, additional, Simonic, Ingrid, additional, Singzon, Roldan, additional, Skitt, Zara, additional, Smith, Audrey, additional, Smith, Kath, additional, Smithson, Sarah, additional, Sneddon, Linda, additional, Splitt, Miranda, additional, Squires, Miranda, additional, Stewart, Fiona, additional, Stewart, Helen, additional, Straub, Volker, additional, Suri, Mohnish, additional, Sutton, Vivienne, additional, Swaminathan, Ganesh Jawahar, additional, Sweeney, Elizabeth, additional, Tatton-Brown, Kate, additional, Taylor, Cat, additional, Taylor, Rohan, additional, Tein, Mark, additional, Temple, I. Karen, additional, Thomson, Jenny, additional, Tischkowitz, Marc, additional, Tomkins, Susan, additional, Torokwa, Audrey, additional, Treacy, Becky, additional, Turner, Claire, additional, Turnpenny, Peter, additional, Tysoe, Carolyn, additional, Vandersteen, Anthony, additional, Varghese, Vinod, additional, Vasudevan, Pradeep, additional, Vijayarangakannan, Parthiban, additional, Vogt, Julie, additional, Wakeling, Emma, additional, Wallwark, Sarah, additional, Waters, Jonathon, additional, Weber, Astrid, additional, Wellesley, Diana, additional, Whiteford, Margo, additional, Widaa, Sara, additional, Wilcox, Sarah, additional, Wilkinson, Emily, additional, Williams, Denise, additional, Williams, Nicola, additional, Wilson, Louise, additional, Woods, Geoff, additional, Wragg, Christopher, additional, Wright, Michael, additional, Yates, Laura, additional, Yau, Michael, additional, Nellåker, Chris, additional, Parker, Michael, additional, Firth, Helen V., additional, Wright, Caroline F., additional, FitzPatrick, David R., additional, Barrett, Jeffrey C., additional, Hurles, Matthew E., additional, Al Turki, Saeed, additional, Anderson, Carl, additional, Anney, Richard, additional, Antony, Dinu, additional, Artigas, Maria Soler, additional, Ayub, Muhammad, additional, Balasubramaniam, Senduran, additional, Barroso, Inês, additional, Beales, Phil, additional, Bentham, Jamie, additional, Bhattacharya, Shoumo, additional, Birney, Ewan, additional, Blackwood, Douglas, additional, Bobrow, Martin, additional, Bochukova, Elena, additional, Bolton, Patrick, additional, Bounds, Rebecca, additional, Boustred, Chris, additional, Breen, Gerome, additional, Calissano, Mattia, additional, Carss, Keren, additional, Chatterjee, Krishna, additional, Chen, Lu, additional, Ciampi, Antonio, additional, Cirak, Sebhattin, additional, Clapham, Peter, additional, Clement, Gail, additional, Coates, Guy, additional, Collier, David, additional, Cosgrove, Catherine, additional, Cox, Tony, additional, Craddock, Nick, additional, Crooks, Lucy, additional, Curran, Sarah, additional, Curtis, David, additional, Daly, Allan, additional, Day-Williams, Aaron, additional, Day, Ian N.M., additional, Down, Thomas, additional, Du, Yuanping, additional, Dunham, Ian, additional, Edkins, Sarah, additional, Ellis, Peter, additional, Evans, David, additional, Faroogi, Sadaf, additional, Fatemifar, Ghazaleh, additional, Fitzpatrick, David R., additional, Flicek, Paul, additional, Flyod, James, additional, Foley, A. Reghan, additional, Franklin, Christopher S., additional, Futema, Marta, additional, Gallagher, Louise, additional, Geihs, Matthias, additional, Geschwind, Daniel, additional, Griffin, Heather, additional, Guo, Xueqin, additional, Guo, Xiaosen, additional, Gurling, Hugh, additional, Hart, Deborah, additional, Hendricks, Audrey, additional, Holmans, Peter, additional, Howie, Bryan, additional, Huang, Liren, additional, Hubbard, Tim, additional, Humphries, Steve E., additional, Hysi, Pirro, additional, Jackson, David K., additional, Jamshidi, Yalda, additional, Jing, Tian, additional, Joyce, Chris, additional, Kaye, Jane, additional, Keane, Thomas, additional, Keogh, Julia, additional, Kemp, John, additional, Kennedy, Karen, additional, Kolb-Kokocinski, Anja, additional, Lachance, Genevieve, additional, Langford, Cordelia, additional, Lawson, Daniel, additional, Lee, Irene, additional, Lek, Monkol, additional, Liang, Jieqin, additional, Lin, Hong, additional, Li, Rui, additional, Li, Yingrui, additional, Liu, Ryan, additional, Lönnqvist, Jouko, additional, Lopes, Margarida, additional, Iotchkova, Valentina, additional, MacArthur, Daniel, additional, Marchini, Jonathan, additional, Maslen, John, additional, Massimo, Mangino, additional, Mathieson, Iain, additional, Marenne, Gaëlle, additional, McGuffin, Peter, additional, McIntosh, Andrew, additional, McKechanie, Andrew G., additional, McQuillin, Andrew, additional, Metrustry, Sarah, additional, Mitchison, Hannah, additional, Moayyeri, Alireza, additional, Morris, James, additional, Muntoni, Francesco, additional, Northstone, Kate, additional, O'Donnovan, Michael, additional, Onoufriadis, Alexandros, additional, O'Rahilly, Stephen, additional, Oualkacha, Karim, additional, Owen, Michael J., additional, Palotie, Aarno, additional, Panoutsopoulou, Kalliope, additional, Parker, Victoria, additional, Parr, Jeremy R., additional, Paternoster, Lavinia, additional, Paunio, Tiina, additional, Payne, Felicity, additional, Pietilainen, Olli, additional, Plagnol, Vincent, additional, Quaye, Lydia, additional, Quail, Michael A., additional, Rehnström, Karola, additional, Ring, Susan, additional, Ritchie, Graham R.S., additional, Roberts, Nicola, additional, Savage, David B., additional, Scambler, Peter, additional, Schiffels, Stephen, additional, Schmidts, Miriam, additional, Schoenmakers, Nadia, additional, Semple, Robert K., additional, Serra, Eva, additional, Sharp, Sally I., additional, Shin, So-Youn, additional, Skuse, David, additional, Small, Kerrin, additional, Southam, Lorraine, additional, Spasic-Boskovic, Olivera, additional, St Clair, David, additional, Stalker, Jim, additional, Stevens, Elizabeth, additional, St Pourcian, Beate, additional, Sun, Jianping, additional, Suvisaari, Jaana, additional, Tachmazidou, Ionna, additional, Tobin, Martin D., additional, Valdes, Ana, additional, Van Kogelenberg, Margriet, additional, Visscher, Peter M., additional, Wain, Louise V., additional, Walters, James T.R., additional, Wang, Guangbiao, additional, Wang, Jun, additional, Wang, Yu, additional, Ward, Kirsten, additional, Wheeler, Elanor, additional, Whyte, Tamieka, additional, Williams, Hywel, additional, Williamson, Kathleen A., additional, Wilson, Crispian, additional, Wong, Kim, additional, Xu, ChangJiang, additional, Yang, Jian, additional, Zhang, Fend, additional, Zhang, Pingbo, additional, Aitman, Timothy, additional, Alachkar, Hana, additional, Ali, Sonia, additional, Allen, Louise, additional, Allsup, David, additional, Ambegaonkar, Gautum, additional, Anderson, Julie, additional, Antrobus, Richard, additional, Arno, Gavin, additional, Arumugakani, Gururaj, additional, Ashford, Sofie, additional, Astle, William, additional, Attwood, Antony, additional, Austin, Steve, additional, Bacchelli, Chiara, additional, Bakchoul, Tamam, additional, Bariana, Tadbir K., additional, Baxendale, Helen, additional, Bennett, David, additional, Bethune, Claire, additional, Bibi, Shahnaz, additional, Bleda, Marta, additional, Boggard, Harm, additional, Bolton-Maggs, Paula, additional, Booth, Claire, additional, Bradley, John R., additional, Brady, Angie, additional, Brown, Matthew, additional, Browning, Michael, additional, Bryson, Christine, additional, Burns, Siobhan, additional, Calleja, Paul, additional, Carmichael, Jenny, additional, Caulfield, Mark, additional, Chalmers, Elizabeth, additional, Chandra, Anita, additional, Chinnery, Patrick, additional, Chitre, Manali, additional, Church, Colin, additional, Clement, Emma, additional, Clements-Brod, Naomi, additional, Coghlan, Gerry, additional, Collins, Peter, additional, Cooper, Nichola, additional, Creaser-Myers, Amanda, additional, DaCosta, Rosa, additional, Daugherty, Louise, additional, Davies, Sophie, additional, Davis, John, additional, De Vries, Minka, additional, Deegan, Patrick, additional, Deevi, Sri V.V., additional, Devlin, Lisa, additional, Dewhurst, Eleanor, additional, Doffinger, Rainer, additional, Dormand, Natalie, additional, Drewe, Elizabeth, additional, Edgar, David, additional, Egner, William, additional, Erber, Wendy N., additional, Erwood, Marie, additional, Everington, Tamara, additional, Favier, Remi, additional, Firth, Helen, additional, Fletcher, Debra, additional, Fox, James C., additional, Frary, Amy, additional, Freson, Kathleen, additional, Furie, Bruce, additional, Furnell, Abigail, additional, Gale, Daniel, additional, Gardham, Alice, additional, Gattens, Michael, additional, Ghataorhe, Pavandeep K., additional, Ghurye, Rohit, additional, Gibbs, Simon, additional, Gilmour, Kimberley, additional, Gissen, Paul, additional, Goddard, Sarah, additional, Gomez, Keith, additional, Gordins, Pavel, additional, Gräf, Stefan, additional, Greene, Daniel, additional, Greenhalgh, Alan, additional, Greinacher, Andreas, additional, Grigoriadou, Sofia, additional, Hackett, Scott, additional, Hadinnapola, Charaka, additional, Hague, Rosie, additional, Haimel, Matthias, additional, Halmagyi, Csaba, additional, Hammerton, Tracey, additional, Hart, Daniel, additional, Hayman, Grant, additional, Heemskerk, Johan W.M., additional, Henderson, Robert, additional, Hensiek, Anke, additional, Henskens, Yvonne, additional, Herwadkar, Archana, additional, Hu, Fengyuan, additional, Huissoon, Aarnoud, additional, Humbert, Marc, additional, James, Roger, additional, Jolles, Stephen, additional, Kazmi, Rashid, additional, Keeling, David, additional, Kelleher, Peter, additional, Kelly, Anne M., additional, Kennedy, Fiona, additional, Kiely, David, additional, Kingston, Nathalie, additional, Koziell, Ania, additional, Krishnakumar, Deepa, additional, Kuijpers, Taco W., additional, Kumararatne, Dinakantha, additional, Kurian, Manju, additional, Laffan, Michael A., additional, Lambert, Michele P., additional, Allen, Hana Lango, additional, Lawrie, Allan, additional, Lear, Sara, additional, Lentaigne, Claire, additional, Liesner, Ri, additional, Linger, Rachel, additional, Longhurst, Hilary, additional, Lorenzo, Lorena, additional, Machado, Rajiv, additional, Mackenzie, Rob, additional, MacLaren, Robert, additional, Maher, Eamonn, additional, Maimaris, Jesmeen, additional, Mangles, Sarah, additional, Manson, Ania, additional, Mapeta, Rutendo, additional, Markus, Hugh S., additional, Martin, Jennifer, additional, Masati, Larahmie, additional, Mathias, Mary, additional, Matser, Vera, additional, Maw, Anna, additional, McDermott, Elizabeth, additional, McJannet, Coleen, additional, Meacham, Stuart, additional, Meehan, Sharon, additional, Megy, Karyn, additional, Michaelides, Michel, additional, Millar, Carolyn M., additional, Moledina, Shahin, additional, Moore, Anthony, additional, Morrell, Nicholas, additional, Mumford, Andrew, additional, Murng, Sai, additional, Murphy, Elaine, additional, Nejentsev, Sergey, additional, Noorani, Sadia, additional, Nurden, Paquita, additional, Oksenhendler, Eric, additional, Ouwehand, Willem H., additional, Papadia, Sofia, additional, Parker, Alasdair, additional, Pasi, John, additional, Patch, Chris, additional, Payne, Jeanette, additional, Peacock, Andrew, additional, Peerlinck, Kathelijne, additional, Penkett, Christopher J., additional, Pepke-Zaba, Joanna, additional, Perry, David J., additional, Pollock, Val, additional, Polwarth, Gary, additional, Ponsford, Mark, additional, Qasim, Waseem, additional, Quinti, Isabella, additional, Rankin, Stuart, additional, Rehnstrom, Karola, additional, Reid, Evan, additional, Rhodes, Christopher J., additional, Richards, Michael, additional, Richardson, Sylvia, additional, Richter, Alex, additional, Roberts, Irene, additional, Rondina, Matthew, additional, Roughley, Catherine, additional, Rue-Albrecht, Kevin, additional, Samarghitean, Crina, additional, Santra, Saikat, additional, Sargur, Ravishankar, additional, Savic, Sinisa, additional, Schulman, Sol, additional, Schulze, Harald, additional, Scully, Marie, additional, Seneviratne, Suranjith, additional, Sewell, Carrock, additional, Shamardina, Olga, additional, Shipley, Debbie, additional, Simeoni, Ilenia, additional, Sivapalaratnam, Suthesh, additional, Smith, Kenneth, additional, Sohal, Aman, additional, Southgate, Laura, additional, Staines, Simon, additional, Staples, Emily, additional, Stauss, Hans, additional, Stein, Penelope, additional, Stephens, Jonathan, additional, Stirrups, Kathleen, additional, Stock, Sophie, additional, Suntharalingam, Jay, additional, Tait, R. Campbell, additional, Talks, Kate, additional, Tan, Yvonne, additional, Thachil, Jecko, additional, Thaventhiran, James, additional, Thomas, Ellen, additional, Thomas, Moira, additional, Thompson, Dorothy, additional, Thrasher, Adrian, additional, Titterton, Catherine, additional, Toh, Cheng-Hock, additional, Toshner, Mark, additional, Treacy, Carmen, additional, Trembath, Richard, additional, Tuna, Salih, additional, Turek, Wojciech, additional, Turro, Ernest, additional, Van Geet, Chris, additional, Veltman, Marijke, additional, von Ziegenweldt, Julie, additional, Vonk Noordegraaf, Anton, additional, Wanjiku, Ivy, additional, Warner, Timothy Q., additional, Watkins, Hugh, additional, Webster, Andrew, additional, Welch, Steve, additional, Westbury, Sarah, additional, Wharton, John, additional, Whitehorn, Deborah, additional, Wilkins, Martin, additional, Willcocks, Lisa, additional, Williamson, Catherine, additional, Woods, Geoffrey, additional, Wort, John, additional, Yeatman, Nigel, additional, Yong, Patrick, additional, Young, Tim, additional, and Yu, Ping, additional

Published
2019
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43. Generalized representer theorems in Banach spaces.

Author

Huang, Liren, Liu, Chunguang, Tan, Lulin, and Ye, Qi

Subjects
*BANACH spaces, *NONSMOOTH optimization, *COST functions
Abstract

In this paper, we generalize the representer theorems in Banach spaces by the theory of nonsmooth analysis. The generalized representer theorems assure that the regularized learning models can be constructed by the nonconvex loss functions, the generalized training data, and the general Banach spaces which are nonreflexive, nonstrictly convex, and nonsmooth. Specially, the sparse representations of the regularized learning in 1-norm reproducing kernel Banach spaces are shown by the generalized representer theorems. [ABSTRACT FROM AUTHOR]

Published
2021
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47. Rare Variant Analysis of Human and Rodent Obesity Genes in Individuals with Severe Childhood Obesity

Author

UMC Utrecht, Cardiovasculaire Epidemiologie, Circulatory Health, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Hendricks, Audrey E., Bochukova, Elena G., Marenne, Gaëlle, Keogh, Julia M., Atanassova, Neli, Bounds, Rebecca, Wheeler, Eleanor, Mistry, Vanisha, Henning, Elana, Körner, Antje, Muddyman, Dawn, McCarthy, Shane, Hinney, Anke, Hebebrand, Johannes, Scott, Robert A., Langenberg, Claudia, Wareham, Nick J., Surendran, Praveen, Howson, Joanna M M, Butterworth, Adam S., Danesh, John, Nordestgaard, Børge G., Nielsen, Sune F., Afzal, Shoaib, Papadia, Sofia, Ashford, Sofie, Garg, Sumedha, Millhauser, Glenn L., Palomino, Rafael I., Kwasniewska, Alexandra, Tachmazidou, Ioanna, O'Rahilly, Stephen, Zeggini, Eleftheria, Barroso, Inês, Farooqi, I. Sadaf, Benzeval, Michaela, Burton, Jonathan, Buck, Nicholas, Jäckle, Annette, Kumari, Meena, Laurie, Heather, Lynn, Peter, Pudney, Stephen, Rabe, Birgitta, Wolke, Dieter, Overvad, Kim, Tjønneland, Anne, Clavel-Chapelon, Francoise, Kaaks, Rudolf, Boeing, Heiner, Trichopoulou, Antonia, Ferrari, Pietro, Palli, Domenico, Krogha, Vittorio, Panico, Salvatore, Tuminoa, Rosario, Matullo, Giuseppe, Boer, Jolanda Ma, Van Der Schouw, Yvonne, Weiderpass, Elisabete, Quiros, J. Ramon, Sánchez, María José, Navarro, Carmen, Moreno-Iribas, Conchi, Arriola, Larraitz, Melander, Olle, Wennberg, Patrik, Key, Timothy J., Riboli, Elio, Al-Turki, Saeed, Anderson, Carl A, Anney, Richard, Antony, Dinu, Soler Artigas, María, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C, Beales, Phil, Bentham, Jamie, Bhattacharyaa, Shoumo, Birney, Ewan, Blackwooda, Douglas, Bobrow, Martin, Bolton, Patrick F., Boustred, Chris, Breen, Gerome, Calissanoa, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampia, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Coccaa, Massimiliano, Collier, David A, Cosgrove, Catherine, Coxa, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N M, Day-Williams, Aaron G, Dominiczak, Anna, Down, Thomas, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evansa, David M., FitzPatrick, David R., Flicek, Paul, Floyd, James S., Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthias, Geschwind, Daniel H., Greenwood, Celia M.T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah J., Holmans, Peter A, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro G., Iotchkova, Valentina, Jackson, David K., Jamshidi, Yalda, Joyce, Chris, Karczewski, Konrad J., Kaye, Jane, Keane, Thomas, Kemp, John P., Kennedy, Karen, Kent, Alastair, Khawaja, Farrah, Van Kogelenberg, Margriet, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lönnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, MacArthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Maslen, John, Mathieson, Iain, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Min, Josine L., Mitchison, Hannah M, Moayyeri, Alireza, Morris, Andrew D., Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael J, Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnström, Karola, Richards, J Brent, Ridout, Cheryl K., Ring, Susan M., Ritchie, Graham R.S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So Youn, Skuse, David, Small, Kerrin S, Smee, Carol, Smith, Blair H., Davey Smith, George, Soranzo, Nicole, Southam, Lorraine, Spasic-Boskovic, Olivera, Spector, Timothy D, St Clair, David, St Pourcain, Beate, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela L, Suvisaari, Jaana, Syrris, Petros, Taylor, Rohan, Tian, Jing, Timpson, Nicholas J., Tobin, Martin D, Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walter, Klaudia, Walters, James T.R., Wang, Guangbiao, Wang, Jun, Wang, Nai-Yu, Ward, Kirsten, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, Changjiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, Zheng, Hou Feng, UMC Utrecht, Cardiovasculaire Epidemiologie, Circulatory Health, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Hendricks, Audrey E., Bochukova, Elena G., Marenne, Gaëlle, Keogh, Julia M., Atanassova, Neli, Bounds, Rebecca, Wheeler, Eleanor, Mistry, Vanisha, Henning, Elana, Körner, Antje, Muddyman, Dawn, McCarthy, Shane, Hinney, Anke, Hebebrand, Johannes, Scott, Robert A., Langenberg, Claudia, Wareham, Nick J., Surendran, Praveen, Howson, Joanna M M, Butterworth, Adam S., Danesh, John, Nordestgaard, Børge G., Nielsen, Sune F., Afzal, Shoaib, Papadia, Sofia, Ashford, Sofie, Garg, Sumedha, Millhauser, Glenn L., Palomino, Rafael I., Kwasniewska, Alexandra, Tachmazidou, Ioanna, O'Rahilly, Stephen, Zeggini, Eleftheria, Barroso, Inês, Farooqi, I. Sadaf, Benzeval, Michaela, Burton, Jonathan, Buck, Nicholas, Jäckle, Annette, Kumari, Meena, Laurie, Heather, Lynn, Peter, Pudney, Stephen, Rabe, Birgitta, Wolke, Dieter, Overvad, Kim, Tjønneland, Anne, Clavel-Chapelon, Francoise, Kaaks, Rudolf, Boeing, Heiner, Trichopoulou, Antonia, Ferrari, Pietro, Palli, Domenico, Krogha, Vittorio, Panico, Salvatore, Tuminoa, Rosario, Matullo, Giuseppe, Boer, Jolanda Ma, Van Der Schouw, Yvonne, Weiderpass, Elisabete, Quiros, J. Ramon, Sánchez, María José, Navarro, Carmen, Moreno-Iribas, Conchi, Arriola, Larraitz, Melander, Olle, Wennberg, Patrik, Key, Timothy J., Riboli, Elio, Al-Turki, Saeed, Anderson, Carl A, Anney, Richard, Antony, Dinu, Soler Artigas, María, Ayub, Muhammad, Bala, Senduran, Barrett, Jeffrey C, Beales, Phil, Bentham, Jamie, Bhattacharyaa, Shoumo, Birney, Ewan, Blackwooda, Douglas, Bobrow, Martin, Bolton, Patrick F., Boustred, Chris, Breen, Gerome, Calissanoa, Mattia, Carss, Keren, Charlton, Ruth, Chatterjee, Krishna, Chen, Lu, Ciampia, Antonio, Cirak, Sebahattin, Clapham, Peter, Clement, Gail, Coates, Guy, Coccaa, Massimiliano, Collier, David A, Cosgrove, Catherine, Coxa, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Danecek, Petr, Day, Ian N M, Day-Williams, Aaron G, Dominiczak, Anna, Down, Thomas, Du, Yuanping, Dunham, Ian, Durbin, Richard, Edkins, Sarah, Ekong, Rosemary, Ellis, Peter, Evansa, David M., FitzPatrick, David R., Flicek, Paul, Floyd, James S., Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Gaunt, Tom R., Geihs, Matthias, Geschwind, Daniel H., Greenwood, Celia M.T., Griffin, Heather, Grozeva, Detelina, Guo, Xiaosen, Guo, Xueqin, Gurling, Hugh, Hart, Deborah J., Holmans, Peter A, Howie, Bryan, Huang, Jie, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro G., Iotchkova, Valentina, Jackson, David K., Jamshidi, Yalda, Joyce, Chris, Karczewski, Konrad J., Kaye, Jane, Keane, Thomas, Kemp, John P., Kennedy, Karen, Kent, Alastair, Khawaja, Farrah, Van Kogelenberg, Margriet, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Li, Rui, Li, Yingrui, Liang, Jieqin, Lin, Hong, Liu, Ryan, Lönnqvist, Jouko, Lopes, Luis R., Lopes, Margarida, MacArthur, Daniel G., Mangino, Massimo, Marchini, Jonathan, Maslen, John, Mathieson, Iain, McGuffin, Peter, McIntosh, Andrew M., McKechanie, Andrew G., McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Migone, Nicola, Min, Josine L., Mitchison, Hannah M, Moayyeri, Alireza, Morris, Andrew D., Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donovan, Michael C., Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael J, Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Payne, Stewart J., Perry, John R. B., Pietilainen, Olli, Plagnol, Vincent, Pollitt, Rebecca C., Porteous, David J., Povey, Sue, Quail, Michael A., Quaye, Lydia, Raymond, F. Lucy, Rehnström, Karola, Richards, J Brent, Ridout, Cheryl K., Ring, Susan M., Ritchie, Graham R.S., Roberts, Nicola, Robinson, Rachel L., Savage, David B., Scambler, Peter, Schiffels, Stephan, Schmidts, Miriam, Schoenmakers, Nadia, Scott, Richard H., Semple, Robert K., Serra, Eva, Sharp, Sally I., Shaw, Adam, Shihab, Hashem A., Shin, So Youn, Skuse, David, Small, Kerrin S, Smee, Carol, Smith, Blair H., Davey Smith, George, Soranzo, Nicole, Southam, Lorraine, Spasic-Boskovic, Olivera, Spector, Timothy D, St Clair, David, St Pourcain, Beate, Stalker, Jim, Stevens, Elizabeth, Sun, Jianping, Surdulescu, Gabriela L, Suvisaari, Jaana, Syrris, Petros, Taylor, Rohan, Tian, Jing, Timpson, Nicholas J., Tobin, Martin D, Valdes, Ana M., Vandersteen, Anthony M., Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walter, Klaudia, Walters, James T.R., Wang, Guangbiao, Wang, Jun, Wang, Nai-Yu, Ward, Kirsten, Whyte, Tamieka, Williams, Hywel J., Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, Changjiang, Yang, Jian, Zhang, Feng, Zhang, Pingbo, and Zheng, Hou Feng

Published
2017

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