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Sirunyan AM, Tumasyan A, Adam W, Ambrogi F, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Ero J, Del Valle AE, Flechl M, Friedl M, Fruhwirth R, Ghete VM, Grossmann J, Hrubec J, Jeitler M, Konig A, Krammer N, Kratschmer I, Liko D, Madlener T, Mikulec I, Pree E, Rad N, Rohringer H, Schieck J, Schofbeck R, Spanring M, Spitzbart D, Taurok A, Waltenberger W, Wittmann J, Wulz CE, Zarucki M, Chekhovsky V, Mossolov V, Gonzalez JS, De Wolf EA, Di Croce D, Janssen X, Lauwers J, Van De Klundert M, Van Haevermaet H, Van Mechelen P, Van Remortel N, Abu Zeid S, Blekman F, D'Hondt J, De Bruyn I, De Clercq J, Deroover K, Flouris G, Lontkovskyi D, Lowette S, Marchesini I, Moortgat S, Moreels L, Python Q, Skovpen K, Tavernier S, Van Doninck W, Van Mulders P, Van Parijs I, Beghin D, Bilin B, Brun H, Clerbaux B, De Lentdecker G, Delannoy H, Dorney B, Fasanella G, Favart L, Goldouzian R, Grebenyuk A, Kalsi AK, Lenzi T, Luetic J, Maerschalk T, Marinov A, Seva T, Starling E, Vander Velde C, Vanlaer P, Vannerom D, Yonamine R, Zenoni F, Cornelis T, Dobur D, Fagot A, Gul M, Khvastunov I, Poyraz D, Roskas C, Salva S, Trocino D, Tytgat M, Verbeke W, Vit M, Zaganidis N, Bakhshiansohi H, Bondu O, Brochet S, Bruno G, Caputo C, Caudron A, David P, De Visscher S, Delaere C, Delcourt M, Francois B, Giammanco A, Komm M, Krintiras G, Lemaitre V, Magitteri A, Mertens A, Musich M, Piotrzkowski K, Quertenmont L, Saggio A, Marono MV, Wertz S, Zobec J, Alda WL, Alves FL, Alves GA, Brito L, Silva GC, Hensel C, Moraes A, Pol ME, Teles PR, Das Chagas EBB, Carvalho W, Chinellato J, Coelho E, Da Costa EM, Da Silveira GG, Damiao DD, De Souza SF, Guativa LMH, Malbouisson H, De Almeida MM, Herrera CM, Mundim L, Nogima H, Rosas LJS, Santoro A, Sznajder A, Thiel M, Manganote EJT, De Araujo FTDS, Pereira AV, Ahuja S, Bernardes CA, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Padula SS, Abad DR, Vargas JCR, Aleksandrov A, Hadjiiska R, Iaydjiev P, Misheva M, Rodozov M, Shopova M, Sultanov G, Dimitrov A, Litov L, Pavlov B, Petkov P, Fang W, Gao X, Yuan L, Ahmad M, Bian JG, Chen GM, Chen HS, Chen M, Chen Y, Jiang CH, Leggat D, Liao H, Liu Z, Romeo F, Shaheen SM, Spiezia A, Tao J, Wang C, Wang Z, Yazgan E, Zhang H, Zhao J, Ban Y, Chen G, Li J, Li Q, Liu S, Mao Y, Qian SJ, Wang D, Xu Z, Zhang F, Wang Y, Avila C, Cabrera A, Montoya CAC, Sierra LFC, Florez C, Hernandez CFG, Alvarez JDR, Delgado MAS, Courbon B, Godinovic N, Lelas D, Puljak I, Cipriano PMR, Sculac T, Antunovic Z, Kovac M, Brigljevic V, Ferencek D, Kadija K, Mesic B, Starodumov A, Susa T, Ather MW, Attikis A, Mavromanolakis G, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Finger M, Finger M, Jarrin EC, Mohamed A, Mohammed Y, Salama E, Bhowmik S, Dewanjee RK, Kadastik M, Perrini L, Raidal M, Veelken C, Eerola P, Kirschenmann H, Pekkanen J, Voutilainen M, Eerola P, Kirschenmann H, Pekkanen J, Voutilainen M, Havukainen J, Heikkila JK, Jarvinen T, Karimaki V, Kinnunen R, Lampen T, Lassila-Perini K, Laurila S, Lehti S, Linden T, Luukka P, Maenpaa T, Siikonen H, Tuominen E, Tuominiemi J, Tuuva T, Aggarwal A, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Ghosh S, Givernaud A, Gras P, de Monchenault GH, Jarry P, Leloup C, Locci E, Machet M, Malcles J, Negro G, Rander J, Rosowsky A, Sahin MO, Titov M, Abdulsalam A, Amendola C, Antropov I, Baffioni S, Beaudette F, Busson P, Cadamuro L, Charlot C, de Cassagnac RG, Jo M, Kucher I, Lisniak S, Lobanov A, Blanco JM, Nguyen M, Ochando C, Ortona G, Paganini P, Pigard P, Salerno R, Sauvan JB, Sirois Y, Leiton AGS, Strebler T, Yilmaz Y, Zabi A, Zghiche A, Agram JL, Andrea J, Bloch D, Brom JM, Buttignol M, Chabert EC, Chanon N, Collard C, Conte E, Coubez X, Drouhin F, Fontaine JC, Gele D, Goerlach U, Jansova M, Juillot P, Le Bihan AC, Tonon N, Van Hove P, Gadrat S, Beauceron S, Bernet C, Boudoul G, Chierici R, Contardo D, Depasse P, El Mamouni H, Fay J, Finco L, Gascon S, Gouzevitch M, Grenier G, Ille B, Lagarde F, Laktineh IB, Lethuillier M, Mirabito L, Pequegnot AL, Perries S, Popov A, Sordini V, Donckt MV, Viret S, Zhang S, Khvedelidze A, Tsamalaidze Z, Autermann C, Feld L, Kiesel MK, Klein K, Lipinski M, Preuten M, Schomakers C, Schulz J, Teroerde M, Wittmer B, Zhukov V, Albert A, Duchardt D, Endres M, Erdmann M, Erdweg S, Esch T, Fischer R, Guth A, Hebbeker T, Heidemann C, Hoepfner K, Knutzen S, Merschmeyer M, Meyer A, Millet P, Mukherjee S, Pook T, Radziej M, Reithler H, Rieger M, Scheuch F, Teyssier D, Thuer S, Flugge G, Kargoll B, Kress T, Kunsken A, Muller T, Nehrkorn A, Nowack A, Pistone C, Pooth O, Stahl A, Martin MA, Arndt T, Asawatangtrakuldee C, Beernaert K, Behnke O, Behrens U, Martinez AB, Bin Anuar AA, Borras K, Botta V, Campbell A, Connor P, Contreras-Campana C, Costanza F, Pardos CD, Eckerlin G, Eckstein D, Eichhorn T, Eren E, Gallo E, Garcia JG, Geiser A, Luyando JMG, Grohsjean A, Gunnellini P, Guthoff M, Harb A, Hauk J, Hempel M, Jung H, Kasemann M, Keaveney J, Kleinwort C, Korol I, Krucker D, Lange W, Lelek A, Lenz T, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Meyer AB, Missiroli M, Mittag G, Mnich J, Mussgiller A, Ntomari E, Pitzl D, Raspereza A, Savitskyi M, Saxena P, Shevchenko R, Stefaniuk N, Van Onsem GP, Walsh R, Wen Y, Wichmann K, Wissing C, Zenaiev O, Aggleton R, Bein S, Blobel V, Vignali MC, Dreyer T, Garutti E, Gonzalez D, Haller J, Hinzmann A, Hoffmann M, Karavdina A, Klanner R, Kogler R, Kovalchuk N, Kurz S, Marconi D, Meyer M, Niedziela M, Nowatschin D, Pantaleo F, Peiffer T, Perieanu A, Scharf C, Schleper P, Schmidt A, Schumann S, Schwandt J, Sonneveld J, Stadie H, Steinbruck G, Stober FM, Stover M, Tholen H, Troendle D, Usai E, Vanhoefer A, Vormwald B, Akbiyik M, Barth C, Baselga M, Baur S, Butz E, Caspart R, Chwalek T, Colombo F, De Boer W, Dierlamm A, Faltermann N, Freund B, Friese R, Giffels M, Harrendorf MA, Hartmann F, Heindl SM, Husemann U, Kassel F, Kudella S, Mildner H, Mozer MU, Muller T, Plagge M, Quast G, Rabbertz K, Schroder M, Shvetsov I, Sieber G, Simonis HJ, Ulrich R, Wayand S, Weber M, Weiler T, Williamson S, Wohrmann C, Wolf R, Anagnostou G, Daskalakis G, Geralis T, Kyriakis A, Loukas D, Topsis-Giotis I, Karathanasis G, Kesisoglou S, Panagiotou A, Saoulidou N, Tziaferi E, Kousouris K, Evangelou I, Foudas C, Gianneios P, Katsoulis P, Kokkas P, Mallios S, Manthos N, Papadopoulos I, Paradas E, Strologas J, Triantis FA, Tsitsonis D, Csanad M, Filipovic N, Pasztor G, Suranyi O, Veres GI, Bencze G, Hajdu C, Horvath D, Hunyadi A, Sikler F, Veszpremi V, Vesztergombi G, Beni N, Czellar S, Karancsi J, Makovec A, Molnar J, Szillasi Z, Bartok M, Raics P, Trocsanyi ZL, Ujvari B, Choudhury S, Komaragiri JR, Bahinipati S, Mal P, Mandal K, Nayak A, Sahoo DK, Sahoo N, Swain SK, Bansal S, Beri SB, Bhatnagar V, Chawla R, Dhingra N, Kaur A, Kaur M, Kaur S, Kumar R, Kumari P, Mehta A, Singh JB, Walia G, Bhardwaj A, Chauhan S, Choudhary BC, Garg RB, Keshri S, Kumar A, Kumar A, Malhotra S, Naimuddin M, Ranjan K, Shah A, Sharma R, Bhardwaj R, Bhattacharya R, Bhattacharya S, Bhawandeep U, Bhowmik D, Dey S, Dutt S, Dutta S, Ghosh S, Majumdar N, Modak A, Mondal K, Mukhopadhyay S, Nandan S, Purohit A, Rout PK, Roy A, Chowdhury SR, Sarkar S, Sharan M, Singh B, Thakur S, Behera PK, Chudasama R, Dutta D, Jha V, Kumar V, Mohanty AK, Netrakanti PK, Pant LM, Shukla P, Topkar A, Aziz T, Dugad S, Mahakud B, Mitra S, Mohanty GB, Sur N, Sutar B, Banerjee S, Bhattacharya S, Chatterjee S, Das P, Guchait M, Jain S, Kumar S, Maity M, Majumder G, Mazumdar K, Sarkar T, Wickramage N, Chauhan S, Dube S, Hegde V, Kapoor A, Kothekar K, Pandey S, Rane A, Sharma S, Chenarani S, Tadavani EE, Etesami SM, Khakzad M, Najafabadi MM, Naseri M, Mehdiabadi SP, Hosseinabadi FR, Safarzadeh B, Zeinali M, Felcini M, Grunewald M, Abbrescia M, Calabria C, Colaleo A, Creanza D, Cristella L, De Filippis N, De Palma M, Errico F, Fiore L, Iaselli G, Lezki S, Maggi G, Maggi M, Miniello G, My S, Nuzzo S, Pompili A, Pugliese G, Radogna R, Ranieri A, Selvaggi G, Sharma A, Silvestris L, Venditti R, Verwilligen P, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Braibant-Giacomelli S, Campanini R, Capiluppi P, Castro A, Cavallo FR, Chhibra SS, Codispoti G, Cuffiani M, Dallavalle GM, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Grandi C, Guiducci L, Iemmi F, Marcellini S, Masetti G, Montanari A, Navarria FL, Perrotta A, Rossi AM, Rovelli T, Siroli GP, Tosi N, Albergo S, Costa S, Di Mattia A, Giordano F, Potenza R, Tricomi A, Tuve C, Barbagli G, Chatterjee K, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Lenzi P, Meschini M, Paoletti S, Russo L, Sguazzoni G, Strom D, Viliani L, Benussi L, Bianco S, Fabbri F, Piccolo D, Primavera F, Calvelli V, Ferro F, Ravera F, Robutti E, Tosi S, Benaglia A, Beschi A, Brianza L, Brivio F, Ciriolo V, Dinardo ME, Fiorendi S, Gennai S, Ghezzi A, Govoni P, Malberti M, Malvezzi S, Manzoni RA, Menasce D, Moroni L, Paganoni M, Pauwels K, Pedrini D, Pigazzini S, Ragazzi S, de Fatis TT, Buontempo S, Cavallo N, Di Guida S, Fabozzi F, Fienga F, Iorio AOM, Khan WA, Lista L, Meola S, Paolucci P, Sciacca C, Thyssen F, Azzi P, Bacchetta N, Benato L, Bisello D, Boletti A, Carlin R, De Oliveira ACA, Checchia P, Dall'Osso M, Manzano PDC, Dorigo T, Dosselli U, Gasparini F, Gasparini U, Gozzelino A, Lacaprara S, Lujan P, Margoni M, Meneguzzo AT, Pozzobon N, Ronchese P, Rossin R, Simonetto F, Tiko A, Torassa E, Zanetti M, Zotto P, Braghieri A, Magnani A, Montagna P, Ratti SP, Re V, Ressegotti M, Riccardi C, Salvini P, Vai I, Vitulo P, Solestizi LA, Biasini M, Bilei GM, Cecchi C, Ciangottini D, Fano L, Lariccia P, Leonardi R, Manoni E, Mantovani G, Mariani V, Menichelli M, Rossi A, Santocchia A, Spiga D, Androsov K, Azzurri P, Bagliesi G, Bianchini L, Boccali T, Borrello L, Castaldi R, Ciocci MA, Dell'Orso R, Fedi G, Giannini L, Giassi A, Grippo MT, Ligabue F, Lomtadze T, Manca E, Mandorli G, Messineo A, Palla F, Rizzi A, Savoy-Navarro A, Spagnolo P, Tenchini R, Tonelli G, Venturi A, Verdini PG, Barone L, Cavallari F, Cipriani M, Daci N, Del Re D, Di Marco E, Diemoz M, Gelli S, Longo E, Margaroli F, Marzocchi B, Meridiani P, Organtini G, Paramatti R, Preiato F, Rahatlou S, Rovelli C, Santanastasio F, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Biino C, Cartiglia N, Cenna F, Costa M, Covarelli R, Degano A, Demaria N, Kiani B, Mariotti C, Maselli S, Migliore E, Monaco V, Monteil E, Monteno M, Obertino MM, Pacher L, Pastrone N, Pelliccioni M, Angioni GLP, Romero A, Ruspa M, Sacchi R, Shchelina K, Sola V, Solano A, Staiano A, Traczyk P, Belforte S, Casarsa M, Cossutti F, Della Ricca G, Zanetti A, Kim DH, Kim GN, Kim MS, Lee J, Lee S, Lee SW, Moon CS, Oh YD, Sekmen S, Son DC, Yang YC, Kim H, Moon DH, Oh G, Cifuentes JAB, Goh J, Kim TJ, Cho S, Choi S, Go Y, Gyun D, Ha S, Hong B, Jo Y, Kim Y, Lee K, Lee KS, Lee S, Lim J, Park SK, Roh Y, Almond J, Kim J, Kim JS, Lee H, Lee K, Nam K, Oh SB, Radburn-Smith BC, Seo SH, Yang UK, Yoo HD, Yu GB, Kim H, Kim JH, Lee JSH, Park IC, Choi Y, Hwang C, Lee J, Yu I, Dudenas V, Juodagalvis A, Vaitkus J, Ahmed I, Ibrahim ZA, Ali MABM, Idris FM, Abdullah WATW, Yusli MN, Zolkapli Z, Duran-Osuna MC, Castilla-Valdez H, De La Cruz-Burelo E, Ramirez-Sanchez G, Heredia-De La Cruz I, Rabadan-Trejo RI, Lopez-Fernandez R, Guisao JM, Reyes-Almanza R, Sanchez-Hernandez A, Moreno SC, Barrera CO, Valencia FV, Eysermans J, Pedraza I, Ibarguen HAS, Estrada CU, Pineda AM, Krofcheck D, Butler PH, Ahmad A, Ahmad M, Hassan Q, Hoorani HR, Saddique A, Shah MA, Shoaib M, Waqas M, Bialkowska H, Bluj M, Boimska B, Frueboes T, Gorski M, Kazana M, Nawrocki K, Szleper M, Zalewski P, Bunkowski K, Byszuk A, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Misiura M, Olszewski M, Pyskir A, Walczak M, Bargassa P, Silva CBDE, Di Francesco A, Faccioli P, Galinhas B, Gallinaro M, Hollar J, Leonardo N, Iglesias LL, Nemallapudi MV, Seixas J, Strong G, Toldaiev O, Vadruccio D, Varela J, Afanasiev S, Bunin P, Gavrilenko M, Golutvin I, Gorbunov I, Kamenev A, Karjavin V, Lanev A, Malakhov A, Matveev V, Moisenz P, Palichik V, Perelygin V, Shmatov S, Shulha S, Skatchkov N, Smirnov V, Voytishin N, Zarubin A, Ivanov Y, Kim V, Kuznetsova E, Levchenko P, Murzin V, Oreshkin V, Smirnov I, Sosnov D, Sulimov V, Uvarov L, Vavilov S, Vorobyev A, Andreev Y, Dermenev A, Gninenko S, Golubev N, Karneyeu A, Kirsanov M, Krasnikov N, Pashenkov A, Tlisov D, Toropin A, Epshteyn V, Gavrilov V, Lychkovskaya N, Popov V, Pozdnyakov I, Safronov G, Spiridonov A, Stepennov A, Stolin V, Toms M, Vlasov E, Zhokin A, Aushev T, Bylinkin A, Chistov R, Danilov M, Parygin P, Philippov D, Polikarpov S, Tarkovskii E, Andreev V, Azarkin M, Dremin I, Kirakosyan M, Rusakov SV, Terkulov A, Baskakov A, Belyaev A, Boos E, Bunichev V, Dubinin M, Dudko L, Ershov A, Klyukhin V, Kodolova O, Lokhtin I, Miagkov I, Obraztsov S, Petrushanko S, Savrin V, Snigirev A, Blinov V, Shtol D, Skovpen Y, Azhgirey I, Bayshev I, Bitioukov S, Elumakhov D, Godizov A, Kachanov V, Kalinin A, Konstantinov D, Mandrik P, Petrov V, Ryutin R, Sobol A, Troshin S, Tyurin N, Uzunian A, Volkov A, Adzic P, Cirkovic P, Devetak D, Dordevic M, Milosevic J, Maestre JA, Fernandez AA, Bachiller I, Luna MB, Cerrada M, Colino N, De La Cruz B, Peris AD, Bedoya CF, Ramos JPF, Flix J, Fouz MC, Lopez OG, Lopez SG, Hernandez JM, Josa MI, Moran D, Yzquierdo APC, Pelayo JP, Redondo I, Romero L, Soares MS, Triossi A, Albajar C, de Troconiz JF, Cuevas J, Erice C, Menendez JF, Caballero IG, Fernandez JRG, Cortezon EP, Cruz SS, Vischia P, Garcia JMV, Cabrillo IJ, Calderon A, Quero BC, Curras E, Campderros JD, Fernandez M, Manteca PJF, Alonso AG, Garcia-Ferrero J, Gomez G, Virto AL, Marco J, Rivero CM, del Arbol PMR, Matorras F, Gomez JP, Prieels C, Rodrigo T, Ruiz-Jimeno A, Scodellaro L, Trevisani N, Vila I, Cortabitarte RV, Abbaneo D, Akgun B, Auffray E, Baillon P, Ball AH, Barney D, Bendavid J, Bianco M, Bocci A, Botta C, Camporesi T, Castello R, Cepeda M, Cerminara G, Chapon E, Chen Y, d'Enterria D, Dabrowski A, Daponte V, David A, De Gruttola M, De Roeck A, Deelen N, Dobson M, du Pree T, Dunser M, Dupont N, Elliott-Peisert A, Everaerts P, Fallavollita F, Franzoni G, Fulcher J, Funk W, Gigi D, Gilbert A, Gill K, Glege F, Gulhan D, Hegeman J, Innocente V, Jafari A, Janot P, Karacheban O, Kieseler J, Knunz V, Kornmayer A, Kortelainen MJ, Krammer M, Lange C, Lecoq P, Lourenco C, Lucchini MT, Malgeri L, Mannelli M, Martelli A, Meijers F, Merlin JA, Mersi S, Meschi E, Milenovic P, Moortgat F, Mulders M, Neugebauer H, Ngadiuba J, Orfanelli S, Orsini L, Pape L, Perez E, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Pitters FM, Rabady D, Racz A, Reis T, Rolandi G, Rovere M, Sakulin H, Schafer C, Schwick C, Seidel M, Selvaggi M, Sharma A, Silva P, Sphicas P, Stakia A, Steggemann J, Stoye M, Tosi M, Treille D, Tsirou A, Veckalns V, Verweij M, Zeuner WD, Bertl W, Caminada L, Deiters K, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Langenegger U, Rohe T, Wiederkehr SA, Backhaus M, Bani L, Berger P, Casal B, Dissertori G, Dittmar M, Donega M, Dorfer C, Grab C, Heidegger C, Hits D, Hoss J, Kasieczka G, Klijnsma T, Lustermann W, Mangano B, Marionneau M, Meinhard MT, Meister D, Micheli F, Musella P, Nessi-Tedaldi F, Pandolfi F, Pata J, Pauss F, Perrin G, Perrozzi L, Quittnat M, Reichmann M, Becerra DAS, Schonenberger M, Shchutska L, Tavolaro VR, Theofilatos K, Olsson MLV, Wallny R, Zhu DH, Aarrestad TK, Amsler C, Canelli MF, De Cosa A, Del Burgo R, Donato S, Galloni C, Hreus T, Kilminster B, Pinna D, Rauco G, Robmann P, Salerno D, Schweiger K, Seitz C, Takahashi Y, Zucchetta A, Candelise V, Chang YH, Cheng KY, Doan TH, Jain S, Khurana R, Kuo CM, Lin W, Pozdnyakov A, Yeh CW, Yu SS, Chang P, Chao Y, Chen KF, Chen PH, Fiori F, Hou WS, Hsiung Y, Kumar A, Liu YF, Lu RS, Paganis E, Psallidas A, Steen A, Tsai JF, Asavapibhop B, Kovitanggoon K, Singh G, Srimanobhas N, Bat A, Boran F, Cerci S, Damarseckin S, Demiroglu ZS, Dozen C, Dumanoglu I, Girgis S, Gokbulut G, Guler Y, Hos I, Kangal EE, Kara O, Kiminsu U, Oglakci M, Onengut G, Ozdemir K, Cerci DS, Tali B, Tok UG, Topakli H, Turkcapar S, Zorbakir IS, Zorbilmez C, Karapinar G, Ocalan K, Yalvac M, Zeyrek M, Gulmez E, Kaya M, Kaya O, Tekten S, Yetkin EA, Agaras MN, Atay S, Cakir A, Cankocak K, Komurcu Y, Grynyov B, Levchuk L, Ball F, Beck L, Brooke JJ, Burns D, Clement E, Cussans D, Davignon O, Flacher H, Goldstein J, Heath GP, Heath HF, Kreczko L, Newbold DM, Paramesvaran S, Sakuma T, El Nasr-Storey SS, Smith D, Smith VJ, Bell KW, Belyaev A, Brew C, Brown RM, Calligaris L, Cieri D, Cockerill DJA, Coughlan JA, Harder K, Harper S, Linacre J, Olaiya E, Petyt D, Shepherd-Themistocleous CH, Thea A, Tomalin IR, Williams T, Womersley WJ, Auzinger G, Bainbridge R, Bloch P, Borg J, Breeze S, Buchmuller O, Bundock A, Casasso S, Citron M, Colling D, Corpe L, Dauncey P, Davies G, Della Negra M, Di Maria R, Haddad Y, Hall G, Iles G, James T, Lane R, Laner C, Lyons L, Magnan AM, Malik S, Mastrolorenzo L, Matsushita T, Nash J, Nikitenko A, Palladino V, Pesaresi M, Raymond DM, Richards A, Rose A, Scott E, Seez C, Shtipliyski A, Summers S, Tapper A, Uchida K, Acosta MV, Virdee T, Wardle N, Winterbottom D, Wright J, Zenz SC, Cole JE, Hobson PR, Khan A, Kyberd P, Morton A, Reid ID, Teodorescu L, Zahid S, Borzou A, Call K, Dittmann J, Hatakeyama K, Liu H, Pastika N, Smith C, Bartek R, Dominguez A, Buccilli A, Cooper SI, Henderson C, Rumerio P, West C, Arcaro D, Avetisyan A, Bose T, Gastler D, Rankin D, Richardson C, Rohlf J, Sulak L, Zou D, Benelli G, Cutts D, Hadley M, Hakala J, Heintz U, Hogan JM, Kwok KHM, Laird E, Landsberg G, Lee J, Mao Z, Narain M, Pazzini J, Piperov S, Sagir S, Syarif R, Yu D, Band R, Brainerd C, Breedon R, Burns D, Sanchez MCD, Chertok M, Conway J, Conway R, Cox PT, Erbacher R, Flores C, Funk G, Ko W, Lander R, Mclean C, Mulhearn M, Pellett D, Pilot J, Shalhout S, Shi M, Smith J, Stolp D, Taylor D, Tos K, Tripathi M, Wang Z, Bachtis M, Bravo C, Cousins R, Dasgupta A, Florent A, Hauser J, Ignatenko M, Mccoll N, Regnard S, Saltzberg D, Schnaible C, Valuev V, Bouvier E, Burt K, Clare R, Ellison J, Gary JW, Shirazi SMAG, Hanson G, Heilman J, Karapostoli G, Kennedy E, Lacroix F, Long OR, Negrete MO, Paneva MI, Si W, Wang L, Wei H, Wimpenny S, Yates BR, Branson JG, Cittolin S, Derdzinski M, Gerosa R, Gilbert D, Hashemi B, Holzner A, Klein D, Kole G, Krutelyov V, Letts J, Masciovecchio M, Olivito D, Padhi S, Pieri M, Sani M, Sharma V, Simon S, Tadel M, Vartak A, Wasserbaech S, Wood J, Wurthwein F, Yagil A, Della Porta GZ, Amin N, Bhandari R, Bradmiller-Feld J, Campagnari C, Dishaw A, Dutta V, Sevilla MF, Gouskos L, Heller R, Incandela J, Ovcharova A, Qu H, Richman J, Stuart D, Suarez I, Yoo J, Anderson D, Bornheim A, Bunn J, Dutta I, Lawhorn JM, Newman HB, Nguyen TQ, Pena C, Spiropulu M, Vlimant JR, Wilkinson R, Xie S, Zhang Z, Zhu RY, Andrews MB, Ferguson T, Mudholkar T, Paulini M, Russ J, Sun M, Vogel H, Vorobiev I, Weinberg M, 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Klabbers P, Lanaro A, Levine A, Long K, Loveless R, Rekovic V, Ruggles T, Savin A, Smith N, Smith WH, Woods N
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Search for Higgs boson pair production in the gamma gamma b(b)over-bar final state in pp collisions at root s=13 TeV
PHYSICS LETTERS B 2019 JAN 10; 788(?):7-36
A search is presented for the production of a pair of Higgs bosons, where one decays into two photons and the other one into a bottom quark-antiquark pair. The analysis is performed using proton-proton collision data at root s = 13 TeV recorded in 2016 by the CMS detector at the LHC, corresponding to an integrated luminosity of 35.9 fb(-1) . The results are in agreement with standard model (SM) predictions. In a search for resonant production, upper limits are set on the cross section for new spin-0 or spin-2 particles. For the SM-like nonresonant production hypothesis, the data exclude a product of cross section and branching fraction larger than 2.0 fb at 95% confidence level (CL), corresponding to about 24 times the SM prediction. Values of the effective Higgs boson self-coupling K X are constrained to be within the range -11 < K-lambda < 17 at 95% CL, assuming all other Higgs boson couplings are at their SM value. The constraints on K-lambda, are the most restrictive to date. (C) 2018 The Author(s). Published by Elsevier B.V.
Venkataraju KU, Gornet J, Murugaiyan G, Zhuhao W, Osten P
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Development of brain templates for whole brain atlases
NEURAL IMAGING AND SENSING 2019 2019; 10865(?):? Article 1086511
In neuroscience, Brain template images and annotation atlases are key to analyzing whole brain microscopy images in a common coordinate framework (CCF) and sharing of anatomical data among neuroscientists. Mapping individual animal specimen brain to a common space allows neuroscientists compare and utilize data from experiments done on other modalities or markers. With the advent of new clearing and novel light microscopy techniques, large number of samples are imaged in these unique combinations of clearing and microscopy that the experimenter deems best to bring out the best signal-to-noise ratio for their biological data. This paper describes our framework that each such experimenter to create a template brain registered with the Allen CCF for their unique combination. Further, we demonstrate the ability of the framework to create a template brain for an enhanced delipidation protocol called UClear [Unpublished] and imaged using LaVision BioTech Ultramicroscope II. The cleared brains were imaged in dibenzyl ether (DBE) under 488-nm illumination conditions that allowed the visualization of major brain regions based on intrinsic tissue autofluorescence. As contrast in these images differs from brains imaged by serial two-photon tomography used to generate the CCF space of the Allen Mouse Brain Atlas, we developed a new CCF brain template for processing and analysis of the UClear brains. This brain template generation method can make the registration pipeline agnostic to the tissue clearing and imaging protocol.
Ma L, Lin KY, Chang GD, Chen YW, Yue C, Guo Q, Zhang SC, Jia ZL, Huang TT, Zhou AD, Huang ST
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Aberrant Activation of beta-Catenin Signaling Drives Glioma Tumorigenesis via USP1-Mediated Stabilization of EZH2
CANCER RESEARCH 2019 JAN 1; 79(1):72-85
Aberrant activation of beta-catenin signaling is a critical driver for tumorigenesis, but the mechanism underlying this activation is not completely understood. In this study, we demonstrate a critical role of beta-catenin signaling in stabilization of enhancer of zeste homolog 2 (EZH2) and control of EZH2-mediated gene repression in oncogenesis. beta-Catenin/TCF4 activated the transcription of the deubiquitinase USP1, which then interacted with and deubiquitinated EZH2 directly. USP1-mediated stabilization of EZH2 promoted its recruitment to the promoters of CDKN1B, RUNX3, and HOXA5, resulting in enhanced enrichment of histone H3K27me3 and repression of target gene expression. In human glioma specimens, expression levels of nuclear beta-catenin, USP1, and EZH2 correlated with one another. Depletion of beta-catenin/USP1/EZH2 repressed glioma cell proliferation in vitro and tumor formation in vivo. Our findings indicate that a beta-catenin-USP1-EZH2 axis orchestrates the interplay between dysregulated beta-catenin signaling and EZH2-mediated gene epigenetic silencing during glioma tumorigenesis. Significance: These findings identify the beta-catenin-USP1-EZH2 signaling axis as a critical mechanism for glioma tumorigenesis that may serve as a new therapeutic target in glioblastoma.
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Brodski M, Buchanan J, Caillol C, Carlsmith D, Dasu S, Dodd L, Duric S, Gomber B, Grothe M, Herndon M, Herve A, Hussain U, Klabbers P, Lanaro A, Levine A, Long K, Loveless R, Rekovic V, Ruggles T, Savin A, Smith N, Smith WH, Woods N
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Search for heavy resonances decaying into two Higgs bosons or into a Higgs boson and a W or Z boson in proton-proton collisions at 13 TeV
JOURNAL OF HIGH ENERGY PHYSICS 2019 JAN 7; ?(1):? Article 051
A search is presented for massive narrow resonances decaying either into two Higgs bosons, or into a Higgs boson and a W or Z boson. The decay channels considered are HHbb+- and VHqq-, where H denotes the Higgs boson, and V denotes the W or Z boson. This analysis is based on a data sample of proton-proton collisions collected at a center-of-mass energy of 13 TeV by the CMS Collaboration, corresponding to an integrated luminosity of 35.9 fb(-1). For the TeV-scale mass resonances considered, substructure techniques provide ways to differentiate among the hadronization products from vector boson decays to quarks, Higgs boson decays to bottom quarks, and quark- or gluon-induced jets. Reconstruction techniques are used that have been specifically optimized to select events in which the tau lepton pair is highly boosted. The observed data are consistent with standard model expectations and upper limits are set at 95% confidence level on the product of cross section and branching fraction for resonance masses between 0.9 and 4.0 TeV. Exclusion limits are set in the context of bulk radion and graviton models:spin-0 radion resonances are excluded below a mass of 2.7 TeV at 95% confidence level. In the spin-1 heavy vector triplet framework, mass-degenerate W and Z resonances with dominant couplings to the standard model gauge bosons are excluded below a mass of 2.8 TeV at 95% confidence level. These are the first limits for massive resonances at the TeV scale with these decay channels at 13 TeV.
Quan TM, Hildebrand DGC, Lee K, Thomas LA, Kuan AT, Lee WCA, Jeong WK
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Removing Imaging Artifacts in Electron Microscopy using an Asymmetrically Cyclic Adversarial Network without Paired Training Data
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW) 2019; ?(?):3804-3813
We propose an asymmetrically cyclic adversarial network that performs denoising tasks to improve electron microscopy (EM) image analysis. Deep learning-based denoising methods have typically been trained either with matching pairs of noise-free and noise-corrupted images or by leveraging prior knowledge of noise distributions. Neither of these options is feasible in high-throughput EM imaging pipelines. Our proposed denoising method employs independently acquired noise-free, noise pattern, and noise-corrupted images to automatically learn the underlying noise model and generate denoised outputs. This method is based on three-way cyclic constraints with adversarial training of a deep network to improve the quality of acquired images without paired training data. Its utility is demonstrated for cases where imaging substrates add noise and where acquisition conditions contribute noise. We show that our method, which builds on the concept of CycleGAN, outperforms the current state-of-the-art denoising approaches Noise2Noise and Noise2Void, as well as other learning-based techniques.
Sanyal RD, Pavel AB, Glickman J, Chan TC, Zheng XZ, Zhang N, Cueto I, Peng XY, Estrada Y, Fuentes-Duculan J, Alexis AF, Krueger JG, Guttman-Yassky E
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Atopic dermatitis in African American patients is T(H)2/T(H)22-skewed with T(H)1/T(H)17 attenuation
ANNALS OF ALLERGY ASTHMA & IMMUNOLOGY 2019 JAN; 122(1):99-110.e6
BACKGROUND: African Americans (AA) are disproportionately impacted by atopic dermatitis (AD), with increased prevalence and therapeutic challenges unique to this population. Molecular profiling data informing development of targeted therapeutics for AD are derived primarily from European American (EA) patients. These studies are absent in AA, hindering development of effective treatments for this population. OBJECTIVE: We sought to characterize the global molecular profile of AD in the skin of AA patients as compared with that of EA AD and healthy controls. METHODS: We performed RNA-Seq with reverse transcription polymerase chain reaction validation and immunohistochemistry studies in lesional and nonlesional skin of AA and EA AD patients vs healthy controls. RESULTS: African American AD lesions were characterized by greater infiltration of dendritic cells (DCs) marked by the high-affinity immunoglobulin E (IgE) receptor (Fc epsilon R1+) compared with EA AD (P < .05). Both AD cohorts showed similarly robust up-regulation of Th2-related (CCL17/18/26) and Th22-related markers (interleukin [IL]-22, S100A8/9/12), but AA AD featured decreased expression of innate immune (tumor necrosis factor [TNF], IL-1 beta), Th1-related (interferon gamma [IFN-gamma], MX1, IL-12RB1), and Th17-related markers (IL-23p19, IL-36G, CXCL1) vs EA AD (P < .05). The Th2 (IL-13) and Th22-related products (IL-22, S100A8/9/12) and serum IgE were significantly correlated with clinical severity (Scoring of Atopic Dermatitis [SCORAD]) in AA. Fillagrin (FLG) was exclusively down-regulated in EA AD, whereas loricrin (LOR) was down-regulated in both AD cohorts and negatively correlated with SCORAD in AA. CONCLUSION: The molecular phenotype of AA AD skin is characterized by attenuated Th1 and Th17 but similar Th2/Th22-skewing to EA AD. Our data encourages a personalized medicine approach accounting for phenotype-specific characteristics in future development of targeted therapeutics and clinical trial design for AD. (c) 2018 American College of Allergy, Asthma & Immunology. Published by Elsevier Inc. All rights reserved.
Svetec N, Saelao P, Cridland JM, Hoffmann AA, Begun DJ
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Functional Analysis of a Putative Target of Spatially Varying Selection in the Menin1 Gene of Drosophila melanogaster
G3-GENES GENOMES GENETICS 2019 JAN; 9(1):73-80
While significant effort has been devoted to investigating the potential influence of spatially varying selection on genomic variation, relatively little effort has been devoted to experimental analysis of putative variants or genes experiencing such selection. Previous population genetic work identified an amino acid polymorphism in the Mnn1 gene as one of the most strongly latitudinally differentiated SNPs in the genome of Drosophila melanogaster in the United States and Australia. Here we report the results of our transgenic analysis of this amino acid polymorphism. Genotypes carrying alternative Mnn1 alleles differed in multiple phenotypes in a direction generally consistent with phenotypic differences previously observed along latitudinal clines. These results support inferences from earlier population genomic work that this variant influences fitness, and support the idea that the alleles exhibiting clines may be likely to have pleiotropic effects that are correlated along the axes favored by natural selection.
Jia N, Mo CY, Wang CY, Eng ET, Marraffini LA, Patel DJ
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Type III-A CRISPR-Cas Csm Complexes: Assembly, Periodic RNA Cleavage, DNase Activity Regulation, and Autoimmunity
MOLECULAR CELL 2019 JAN 17; 73(2):264-277.e5
Type III CRISPR-Cas systems provide robust immunity against foreign RNA and DNA by sequence-specific RNase and target RNA-activated sequence-nonspecific DNase and RNase activities. We report on cryo-EM structures of Thermococcus onnurineus Csm(crRNA) binary, Csm(crRNA)-target RNA and Csm(crRNA)-target RNA(anti-tag) ternary complexes in the 3.1 angstrom range. The topological features of the crRNA 5'-repeat tag explains the 5'-ruler mechanism for defining target cleavage sites, with accessibility of positions -2 to -5 within the 5'-repeat serving as sensors for avoidance of autoimmunity. The Csm3 thumb elements introduce periodic kinks in the crRNA-target RNA duplex, facilitating cleavage of the target RNA with 6-nt periodicity. Key Glu residues within a Csm1 loop segment of Csm(crRNA) adopt a proposed autoinhibitory conformation suggestive of DNase activity regulation. These structural findings, complemented by mutational studies of key intermolecular contacts, provide insights into Csm(crRNA) complex assembly, mechanisms underlying RNA targeting and site-specific periodic cleavage, regulation of DNase cleavage activity, and autoimmunity suppression.
Hudson AM, Mannix KM, Gerdes JA, Kottemann MC, Cooley L
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Targeted substrate degradation by Kelch controls the actin cytoskeleton during ring canal expansion
DEVELOPMENT 2019 JAN; 146(1):? Article UNSP dev169219
During Drosophila oogenesis, specialized actin-based structures called ring canals form and expand to accommodate growth of the oocyte. Previous work demonstrated that Kelch and Cullin 3 function together in a Cullin 3-RING ubiquitin ligase complex (CRL3(Kelch)) to organize the ring canal cytoskeleton, presumably by targeting a substrate for proteolysis. Here, we use tandem affinity purification followed by mass spectrometry to identify HtsRC as the CRL3(Kelch) ring canal substrate. CRISPR-mediated mutagenesis of HtsRC revealed its requirement in the recruitment of the ring canal F-actin cytoskeleton. We present genetic evidence consistent with HtsRC being the CRL3(Kelch) substrate, as well as biochemical evidence indicating that HtsRC is ubiquitylated and degraded by the proteasome. Finally, we identify a short sequence motif in HtsRC that is necessary for Kelch binding. These findings uncover an unusual mechanism during development wherein a specialized cytoskeletal structure is regulated and remodeled by the ubiquitinproteasome system.
Sani I, McPherson BC, Stemmann H, Pestilli F, Freiwald WA
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Functionally defined white matter of the macaque monkey brain reveals a dorsoventral attention network
ELIFE 2019 JAN 2; 8(?):? Article e40520
Classical studies of attention have identified areas of parietal and frontal cortex as sources of attentional control. Recently, a ventral region in the macaque temporal cortex, the posterior infero-temporal dorsal area PITd, has been suggested as a third attentional control area. This raises the question of whether and how spatially distant areas coordinate a joint focus of attention. Here we tested the hypothesis that parieto-frontal attention areas and PITd are directly interconnected. By combining functional MRI with ex-vivo high-resolution diffusion MRI, we found that PITd and dorsal attention areas are all directly connected through three specific fascicles. These results ascribe a new function, the communication of attention signals, to two known fiber-bundles, highlight the importance of vertical interactions across the two visual streams, and imply that the control of endogenous attention, hitherto thought to reside in macaque dorsal cortical areas, is exerted by a dorso-ventral network.