Cluster Analyses From the Real-World NOVELTY Study: Six Clusters Across the Asthma-COPD Spectrum. Hughes, R., Rapsomaniki, E., Bansal, A. T., Vestbo, J., Price, D., Agustí, A., Beasley, R., Fageras, M., Alacqua, M., Papi, A., Müllerová, H., Reddel, H. K., Olmo, R. D., Anderson, G., Reddel, H., Rabahi, M., McIvor, A., Sadatsafavi, M., Weinreich, U., Burgel, P., Devouassoux, G., Papi, A., Inoue, H., Rendon, A., Van Den Berge, M., Beasley, R., García-Navarro, A. A., Faner, R., Olaguibel Rivera, J., Janson, C., Bilińska-Izydorczyk, M., Fagerås, M., Fihn-Wikander, T., Franzén, S., Keen, C., Ostridge, K., Chalmers, J., Harrison, T., Pavord, I., Price, D., Azim, A., Belton, L., Blé, F., Erhard, C., Gairy, K., Hughes, R., Lassi, G., Müllerová, H., Rapsomaniki, E., Scott, I. C., Chipps, B., Christenson, S., Make, B., Tomaszewski, E., Olmo, R. D., Benhabib, G., Ruiz, X. B., Lisanti, R. E., Marino, G., Mattarucco, W., Nogueira, J., Parody, M., Pascale, P., Rodriguez, P., Silva, D., Svetliza, G., Victorio, C. F., Rolon, R. W., Yañez, A., Reddel, H., Baines, S., Bowler, S., Bremner, P., Bull, S., Carroll, P., Chaalan, M., Farah, C., Hammerschlag, G., Hancock, K., Harrington, Z., Katsoulotos, G., Kim, J., Langton, D., Lee, D., Peters, M., Prassad, L., Sajkov, D., Santiago, F., Simpson, F. G., Tai, S., Thomas, P., Wark, P., Rabahi, M., Cançado, J. E. D., Cunha, T., Lima, M., Cardoso, A. P., FitzGerald, J. M., McIvor, A., Anees, S., Bertley, J., Bell, A., Cheema, A., Chouinard, G., Csanadi, M., Dhar, A., Dhillon, R., Kanawaty, D., Kelly, A., Killorn, W., Landry, D., Luton, R., Mandhane, P., Pek, B., Petrella, R., Stollery, D., Wang, C., Chen, M., Chen, Y., Gu, W., Christopher Hui, K. M., Li, M., Li, S., Lijun, M., Qin, G., Song, W., Tan, W., Tang, Y., Wang, T., Wen, F., Wu, F., Xiang, P., Xiao, Z., Xiong, S., Yang, J., Yang, J., Zhang, C., Zhang, M., Zhang, P., Zhang, W., Zheng, X., Zhu, D., Bueno, C. M., Grimaldos, F. B., Arboleda, A. C., De Salazar, D. M., Weinreich, U., Bendstrup, E., Hilberg, O., Kjellerup, C., Burgel, P., Devouassoux, G., Raherison, C., Bonniaud, P., Brun, O., Chouaid, C., Couturaud, F., De Blic, J., Debieuvre, D., Delsart, D., Demaegdt, A., Demoly, P., Deschildre, A., Egron, C., Falchero, L., Goupil, F., Kessler, R., Le Roux, P., Mabire, P., Mahay, G., Martinez, S., Melloni, B., Moreau, L., Riviere, E., Roux-Claudé, P., Soulier, M., Vignal, G., Yaici, A., Bals, R., Aries, S. P., Beck, E., Deimling, A., Feimer, J., Grimm-Sachs, V., Groth, G., Herth, F., Hoheisel, G., Kanniess, F., Lienert, T., Mronga, S., Reinhardt, J., Schlenska, C., Stolpe, C., Teber, I., Timmermann, H., Ulrich, T., Velling, P., Wehgartner-Winkler, S., Welling, J., Winkelmann, E., Papi, A., Barbetta, C., Braido, F., Cardaci, V., Clini, E. M., Costantino, M. T., Cuttitta, G., Di Gioacchino, M., Fois, A., Foschino-Barbaro, M. P., Gammeri, E., Inchingolo, R., Lavorini, F., Molino, A., Nucera, E., Patella, V., Pesci, A., Ricciardolo, F., Rogliani, P., Sarzani, R., Vancheri, C., Vincenti, R., Inoue, H., Endo, T., Fujita, M., Hara, Y., Horiguchi, T., Hosoi, K., Ide, Y., Inomata, M., Inoue, K., Inoue, S., Kato, M., Kawasaki, M., Kawayama, T., Kita, T., Kobayashi, K., Koto, H., Nishi, K., Saito, J., Shimizu, Y., Shirai, T., Sugihara, N., Takahashi, K., Tashimo, H., Tomii, K., Yamada, T., Yanai, M., Rendon, A., Cerino Javier, R., Domínguez Peregrina, A., Fernández Corzo, M., Montano Gonzalez, E., Ramírez-Venegas, A., Van Den Berge, M., Boersma, W., Djamin, R., Eijsvogel, M., Franssen, F., Goosens, M., Graat-Verboom, L., Veen, J. I. '., Janssen, R., Kuppens, K., Van De Ven, M., Bakke, P., Brunstad, O. P., Einvik, G., Høines, K. J., Khusrawi, A., Oien, T., Yoon, H. J., Chang, Y., Cho, Y. J., Hwang, Y. I., Kim, W. J., Koh, Y., Lee, B., Lee, K., Lee, S., Lee, Y. C., Lim, S. Y., Min, K. H., Oh, Y., Park, C., Park, H., Park, H., Rhee, C. K., Yoon, H., García-Navarro, A. A., Olaguibel Rivera, J., Andújar, R., Anoro, L., Buendía García, M., Mozo, P. C., Campos, S., Casas Maldonado, F., Castilla Martínez, M., Cisneros Serrano, C., Comeche Casanova, L., Corbacho, D., Campo Matías, F. D., Echave-Sustaeta, J., Corral, G. F., Gamboa Setién, P., García Clemente, M., Núñez, I. G., García Robaina, J., García Salmones, M., Marín Trigo, J. M., Fernandez, M. N., Palomo, S. N., Pérez De Llano, L., Pueyo Bastida, A., Rañó, A., Rodríguez González-Moro, J., Reig, A. R., Velasco Garrido, J., Janson, C., Curiac, D., Lif-Tiberg, C., Luts, A., Råhlen, L., Rustscheff, S., Harrison, T., Adams, F., Bradman, D., Broughton, E., Cosgrove, J., Flood-Page, P., Fuller, E., Hartley, D., Hattotuwa, K., Jones, G., Lewis, K., McGarvey, L., Morice, A., Pandya, P., Patel, M., Roy, K., Sathyamurthy, R., Thiagarajan, S., Turner, A., Vestbo, J., Wedzicha, W., Wilkinson, T., Wilson, P., Chipps, B., Al-Asadi, L., Anholm, J., Averill, F., Bansal, S., Baptist, A., Campbell, C., Campos, M. A., Crook, G., DeLeon, S., Eid, A., Epstein, E., Fritz, S., Harris, H., Hewitt, M., Holguin, F., Hudes, G., Jackson, R., Kaufman, A., Kaufman, D., Klapholz, A., Krishna, H., Lee, D., Lin, R., Maselli-Caceres, D., Mehta, V., Moy, J. N., Nwokoro, U., Parikh, P., Parikh, S., Perrino, F., Ruhlmann, J., Sassoon, C., Settipane, R. A., Sousa, D., Sriram, P., & Wachs, R. The Journal of Allergy and Clinical Immunology: In Practice, 11(9):2803–2811, September, 2023.
Cluster Analyses From the Real-World NOVELTY Study: Six Clusters Across the Asthma-COPD Spectrum [link]Paper  doi  bibtex   
@article{hughes_cluster_2023,
	title = {Cluster {Analyses} {From} the {Real}-{World} {NOVELTY} {Study}: {Six} {Clusters} {Across} the {Asthma}-{COPD} {Spectrum}},
	volume = {11},
	issn = {22132198},
	shorttitle = {Cluster {Analyses} {From} the {Real}-{World} {NOVELTY} {Study}},
	url = {https://linkinghub.elsevier.com/retrieve/pii/S2213219823005494},
	doi = {10.1016/j.jaip.2023.05.013},
	language = {en},
	number = {9},
	urldate = {2024-05-30},
	journal = {The Journal of Allergy and Clinical Immunology: In Practice},
	author = {Hughes, Rod and Rapsomaniki, Eleni and Bansal, Aruna T. and Vestbo, Jørgen and Price, David and Agustí, Alvar and Beasley, Richard and Fageras, Malin and Alacqua, Marianna and Papi, Alberto and Müllerová, Hana and Reddel, Helen K. and Olmo, Ricardo Del and Anderson, Gary and Reddel, Helen and Rabahi, Marcelo and McIvor, Andrew and Sadatsafavi, Mohsen and Weinreich, Ulla and Burgel, Pierre-Régis and Devouassoux, Gilles and Papi, Alberto and Inoue, Hiromasa and Rendon, Adrián and Van Den Berge, Maarten and Beasley, Richard and García-Navarro, Alvar Agusti and Faner, Rosa and Olaguibel Rivera, José and Janson, Christer and Bilińska-Izydorczyk, Magdalena and Fagerås, Malin and Fihn-Wikander, Titti and Franzén, Stefan and Keen, Christina and Ostridge, Kristoffer and Chalmers, James and Harrison, Timothy and Pavord, Ian and Price, David and Azim, Adnan and Belton, Laura and Blé, Francois-Xavier and Erhard, Clement and Gairy, Kerry and Hughes, Rod and Lassi, Glenda and Müllerová, Hana and Rapsomaniki, Eleni and Scott, Ian Christopher and Chipps, Bradley and Christenson, Stephanie and Make, Barry and Tomaszewski, Erin and Olmo, Ricardo Del and Benhabib, Gabriel and Ruiz, Xavier Bocca and Lisanti, Raul Eduardo and Marino, Gustavo and Mattarucco, Walter and Nogueira, Juan and Parody, Maria and Pascale, Pablo and Rodriguez, Pablo and Silva, Damian and Svetliza, Graciela and Victorio, Carlos F. and Rolon, Roxana Willigs and Yañez, Anahi and Reddel, Helen and Baines, Stuart and Bowler, Simon and Bremner, Peter and Bull, Sheetal and Carroll, Patrick and Chaalan, Mariam and Farah, Claude and Hammerschlag, Gary and Hancock, Kerry and Harrington, Zinta and Katsoulotos, Gregory and Kim, Joshua and Langton, David and Lee, Donald and Peters, Matthew and Prassad, Lakshman and Sajkov, Dimitar and Santiago, Francis and Simpson, Frederick Graham and Tai, Sze and Thomas, Paul and Wark, Peter and Rabahi, Marcelo and Cançado, José Eduardo Delfini and Cunha, Thúlio and Lima, Marina and Cardoso, Alexandre Pinto and FitzGerald, J. Mark and McIvor, Andrew and Anees, Syed and Bertley, John and Bell, Alan and Cheema, Amarjit and Chouinard, Guy and Csanadi, Michael and Dhar, Anil and Dhillon, Ripple and Kanawaty, David and Kelly, Allan and Killorn, William and Landry, Daniel and Luton, Robert and Mandhane, Piushkumar and Pek, Bonavuth and Petrella, Robert and Stollery, Daniel and Wang, Chen and Chen, Meihua and Chen, Yan and Gu, Wei and Christopher Hui, Kim Ming and Li, Manxiang and Li, Shiyue and Lijun, Ma and Qin, Guangyue and Song, Weidong and Tan, Wei and Tang, Yijun and Wang, Tan and Wen, Fuqiang and Wu, Feng and Xiang, PingChao and Xiao, Zuke and Xiong, Shengdao and Yang, Jinghua and Yang, Jingping and Zhang, Caiqing and Zhang, Min and Zhang, Ping and Zhang, Wei and Zheng, Xiaohe and Zhu, Dan and Bueno, Carlos Matiz and Grimaldos, Fabio Bolivar and Arboleda, Alejandra Cañas and De Salazar, Dora Molina and Weinreich, Ulla and Bendstrup, Elisabeth and Hilberg, Ole and Kjellerup, Carsten and Burgel, Pierre-Régis and Devouassoux, Gilles and Raherison, Chantal and Bonniaud, Philippe and Brun, Olivier and Chouaid, Christos and Couturaud, Francis and De Blic, Jacques and Debieuvre, Didier and Delsart, Dominique and Demaegdt, Axelle and Demoly, Pascal and Deschildre, Antoine and Egron, Carole and Falchero, Lionel and Goupil, François and Kessler, Romain and Le Roux, Pascal and Mabire, Pascal and Mahay, Guillaume and Martinez, Stéphanie and Melloni, Boris and Moreau, Laurent and Riviere, Emilie and Roux-Claudé, Pauline and Soulier, Michel and Vignal, Guillaume and Yaici, Azzedine and Bals, Robert and Aries, Sven Philip and Beck, Ekkehard and Deimling, Andreas and Feimer, Jan and Grimm-Sachs, Vera and Groth, Gesine and Herth, Felix and Hoheisel, Gerhard and Kanniess, Frank and Lienert, Thomas and Mronga, Silke and Reinhardt, Jörg and Schlenska, Christian and Stolpe, Christoph and Teber, Ishak and Timmermann, Hartmut and Ulrich, Thomas and Velling, Peter and Wehgartner-Winkler, Sabina and Welling, Juergen and Winkelmann, Ernst-Joachim and Papi, Alberto and Barbetta, Carlo and Braido, Fulvio and Cardaci, Vittorio and Clini, Enrico Maria and Costantino, Maria Teresa and Cuttitta, Giuseppina and Di Gioacchino, Mario and Fois, Alessandro and Foschino-Barbaro, Maria Pia and Gammeri, Enrico and Inchingolo, Riccardo and Lavorini, Federico and Molino, Antonio and Nucera, Eleonora and Patella, Vincenzo and Pesci, Alberto and Ricciardolo, Fabio and Rogliani, Paola and Sarzani, Riccardo and Vancheri, Carlo and Vincenti, Rigoletta and Inoue, Hiromasa and Endo, Takeo and Fujita, Masaki and Hara, Yu and Horiguchi, Takahiko and Hosoi, Keita and Ide, Yumiko and Inomata, Minehiko and Inoue, Koji and Inoue, Sumito and Kato, Motokazu and Kawasaki, Masayuki and Kawayama, Tomotaka and Kita, Toshiyuki and Kobayashi, Kanako and Koto, Hiroshi and Nishi, Koichi and Saito, Junpei and Shimizu, Yasuo and Shirai, Toshihiro and Sugihara, Naruhiko and Takahashi, Ken-ichi and Tashimo, Hiroyuki and Tomii, Keisuke and Yamada, Takashi and Yanai, Masaru and Rendon, Adrian and Cerino Javier, Ruth and Domínguez Peregrina, Alfredo and Fernández Corzo, Marco and Montano Gonzalez, Efraín and Ramírez-Venegas, Alejandra and Van Den Berge, Maarten and Boersma, Willem and Djamin, R.S. and Eijsvogel, Michiel and Franssen, Frits and Goosens, Martijn and Graat-Verboom, Lidwien and Veen, Johannes In 'T and Janssen, Rob and Kuppens, Kim and Van De Ven, Mario and Bakke, Per and Brunstad, Ole Petter and Einvik, Gunnar and Høines, Kristian Jong and Khusrawi, Alamdar and Oien, Torbjorn and Yoon, Ho Joo and Chang, Yoon-Seok and Cho, Young Joo and Hwang, Yong Il and Kim, Woo Jin and Koh, Young-Il and Lee, Byung-Jae and Lee, Kwan-Ho and Lee, Sang-Pyo and Lee, Yong Chul and Lim, Seong Yong and Min, Kyung Hun and Oh, Yeon-Mok and Park, Choon-Sik and Park, Hae-Sim and Park, Heung-Woo and Rhee, Chin Kook and Yoon, Hyoung-Kyu and García-Navarro, Alvar Agustí and Olaguibel Rivera, José and Andújar, Rubén and Anoro, Laura and Buendía García, María and Mozo, Paloma Campo and Campos, Sergio and Casas Maldonado, Francisco and Castilla Martínez, Manuel and Cisneros Serrano, Carolina and Comeche Casanova, Lorena and Corbacho, Dolores and Campo Matías, Felix Del and Echave-Sustaeta, Jose and Corral, Gloria Francisco and Gamboa Setién, Pedro and García Clemente, Marta and Núñez, Ignacio García and García Robaina, Jose and García Salmones, Mercedes and Marín Trigo, Jose Maria and Fernandez, Marta Nuñez and Palomo, Sara Nuñez and Pérez De Llano, Luis and Pueyo Bastida, Ana and Rañó, Ana and Rodríguez González-Moro, José and Reig, Albert Roger and Velasco Garrido, José and Janson, Christer and Curiac, Dan and Lif-Tiberg, Cornelia and Luts, Anders and Råhlen, Lennart and Rustscheff, Stefan and Harrison, Timothy and Adams, Frances and Bradman, Drew and Broughton, Emma and Cosgrove, John and Flood-Page, Patrick and Fuller, Elizabeth and Hartley, David and Hattotuwa, Keith and Jones, Gareth and Lewis, Keir and McGarvey, Lorcan and Morice, Alyn and Pandya, Preeti and Patel, Manish and Roy, Kay and Sathyamurthy, Ramamurthy and Thiagarajan, Swaminathan and Turner, Alice and Vestbo, Jørgen and Wedzicha, Wisia and Wilkinson, Tom and Wilson, Pete and Chipps, Bradley and Al-Asadi, Lo’Ay and Anholm, James and Averill, Francis and Bansal, Sandeep and Baptist, Alan and Campbell, Colin and Campos, Michael A. and Crook, Gretchen and DeLeon, Samuel and Eid, Alain and Epstein, Ellen and Fritz, Stephen and Harris, Hoadley and Hewitt, Mitzie and Holguin, Fernando and Hudes, Golda and Jackson, Richard and Kaufman, Alan and Kaufman, David and Klapholz, Ari and Krishna, Harshavardhan and Lee, Daria and Lin, Robert and Maselli-Caceres, Diego and Mehta, Vinay and Moy, James N. and Nwokoro, Ugo and Parikh, Purvi and Parikh, Sudhir and Perrino, Frank and Ruhlmann, James and Sassoon, Catherine and Settipane, Russell A. and Sousa, Daniel and Sriram, Peruvemba and Wachs, Richard},
	month = sep,
	year = {2023},
	pages = {2803--2811},
}
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