1. A multi-platform approach to identify a blood-based host protein signature for distinguishing between bacterial and viral infections in febrile children (PERFORM): a multi-cohort machine learning study
- Author
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Jackson, Heather R, Zandstra, Judith, Menikou, Stephanie, Hamilton, Melissa Shea, McArdle, Andrew J, Fischer, Roman, Thorne, Adam M, Huang, Honglei, Tanck, Michael W, Jansen, Machiel H, De, Tisham, Agyeman, Philipp K A, Von Both, Ulrich, Carrol, Enitan D, Emonts, Marieke, Eleftheriou, Irini, Van der Flier, Michiel, Fink, Colin, Gloerich, Jolein, De Groot, Ronald, Moll, Henriette A, Pokorn, Marko, Pollard, Andrew J, Schlapbach, Luregn J, Tsolia, Maria N, Usuf, Effua, Wright, Victoria J, Yeung, Shunmay, Zavadska, Dace, Zenz, Werner, Coin, Lachlan J M, Casals-Pascual, Climent, Cunnington, Aubrey J, Martinon-Torres, Federico, Herberg, Jethro A, de Jonge, Marien I, Levin, Michael, Kuijpers, Taco W, Kaforou, Myrsini, Jackson, Heather Ruth, Zandstra, Judith, Menikou, Stephanie, Hamilton, Shea, McArdle, Andrew J, De, Tisham, Agyeman, Philipp K A, Von Both, Ulrich, Carrol, Enitan D, Emonts, Marieke, Eleftheriou, Irini, Van der Flier, Michiel, Fink, Colin, De Groot, Ronald, Moll, Henriette A, Pokorn, Marko, Pollard, Andrew, Schlapbach, Luregn J, Tsolia, Maria, Usuf, Effua, Wright, Victoria, Yeung, Shunmay, Zavadska, Dace, Zenz, Werner, Coin, Lachlan JM, Cunnington, Aubrey J, Martinon-Torres, Federico, Herberg, Jethro, De Jonge, Marien I, Levin, Michael, Kuijpers, Taco, Kaforou, Myrsini, Abdulla, Amina, Aebi, Christoph, Agbeko, Rachel, Ali, Ladan, Alkema, Wynand, Allen, Karen, Anderson, Suzanne, Ansari, Imran, Arif, Tasnim, Avramoska, Tanja, Baas, Bryan, Bahovec, Natalija, Balode, Anda, Bãrdzdina, Arta, Barendregt, A M, Barral-Arca, Ruth, Bath, David, Bauchinger, Sebastian, Baumard, Lucas, Baumgart, Hinrich, Baxter, Frances, Bell, Kathryn, Bell, Ashley, Bello, Xabier, Bellos, Evangelos, Benesch, Martin, Bennet, Joshua, Berger, Christoph, Bernhard-Stirnemann, Sara, Bibi, Sagida, Bidlingmaier, Christoph, Binder, Alexander, Binder, Vera, Blackmore, Jennifer, Bojang, Kalifa, Borensztajn, Dorine M, Brengel-Pesce, Karen, Broderick, Claire, Buschbeck, Judith, Calvo-Bado, Leonides, Carnota, Sandra, Carter, Michael J, Castro, María Barreiro, Cebey-López, Miriam, Ceesay, Samba, Ceolotto, Astrid, Chan, Adora, Cocklin, Elizabeth, Collings, Kalvin, Crulley, Stephen, Curras-Tuala, María José, D'alessandro, Umberto, D'Souza, Giselle, Danhauser, Katharina, Darboe, Saffiatou, Darnell, Sarah, De Haan, L, De Vries, Gabriella, Deksne, Dãrta, Devine, Kirsty, Dewez, Juan Emmanuel, Dik, W, Dudley, Julia, Eber, Ernst, Fabian, Daniel, Farto, Cristina Balo, Fernández, Sonia Serén, Fidler, Katy, Fitchett, Elizabeth, Galassini, Rachel, Gallisti, Siegfried, García, Mirian Ben, Gardovska, Dace, Geissler, J, Gerrits, G P J M, Giannoni, Eric, Gloerich, Jolein, Gómez-Carballa, Alberto, González, Fernando Álves, Gores, Gunther, Grãvele, Dagne, Griese, Matthias, Grope, Ilze, Gurung, Meeru, Haas, Nikolaus, Habgood-Coote, Dominic, Hagedoorn, Nienke N, Haidl, Harald, Harrison, Rebekah, Hauer, Almuthe, Heidema, J, Heininger, Ulrich, Henriet, Stefanie, Hibberd, Martin, Hoggart, Cllive, Hösele, Susanne, Hourmat, Sara, Hude, Christa, Huijnen, Martijn, Iglesias, Pilar Leboráns, Iglesias, Marisol Vilas, Jennings, Rebecca, Johnson, Joanne, Jongerius, Ilse, Jorgensen, Rikke, Kahlert, Christian, Kandasamy, Rama, Kappler, Matthias, Keldorfer, Markus, Kelly, Dominic F, Khanijau, Aakash, Kim, Nayoung, Kim, Eunjung, King, Sharon, Kolberg, Laura, Kolnik, Mojca, Kloosterhuis, Lieke, Kohlfürst, Daniela S, Kohlmaier, Benno, Krenn, Larissa, Leigh, Simon, Leitner, Manuel, Leurent, Baptiste, Lim, Emma, Lin, Naomi, Liu, Ching-Chuan, Löffler, Sabine, Lurz, Eberhard, Mackerness, Christine, Maconochie, Ian, Mallet, Francois, Marmarinos, Antonis, Martin, Alex, Martin, Mike, Martinón Sánchez, José María, Martinón-Torres, Nazareth, McAlinden, Paul, McDonald, Sam, McDonell, Anne, Meiere, Anija, Meierford, Anne, Miedema, C J, Miners, Alec, Mistry, Ravi, Mommert, Marine, Morris, Sophie, Muench, Georg, Murdoch, David R, Mustafa, Sobia, Natalucci, Giancarlo, Neeleman, C, Newall, Karen, Nichols, Samuel, Niederer-Loher, Anita, Niedrist, Tobias, Nijman, Ruud, Nokalna, Ieve, Nordberg, Gudrun, O'Connor, Daniel, Obihara, C C, Oliver, Zoe, Oosthoek, Wilma, Ora, Miguel Sadiki, Osterman, Veronika, Pachot, Alexandre, Pajkrt, D, Pardo-Seco, Jacobo, Pavãre, Jana, Paz, Ivonne Pena, Paulus, Stéphane, Pérez, Belén Mosquera, Persand, Salina, Pfleger, Andreas, Pfurtscheller, Klaus, Philipsen, Ria, Pickering, Alisa, Pierce, Benjamin, Pilch, Heidemarie, Pischedda, Sara, Pölz, Lena, Posfay-Barbe, Klara M, Powell, Oliver, Prunk, Petra, Pučuka, Zanda, Rajic, Glorija, Rashid, Aqeela, Redondo-Collazo, Lorenzo, Reiter, Karl, Relly, Christa, Rhodes, Mathew, Rial, Jose Gómez, Richmond, Vivien, Riedel, Thomas, Rivero Calle, Irene, Roca, Anna, Rödl, Siegfried, Rodríguez, Lidia Piñeiro, Rodríguez-Tenreiro, Carmen, Romaine, Sam, Rowlands, Emily, Rudzate, Aleksandra, Sagmeister, Manfred, Saidykhan, Momodou, Sallas, Antonio, Sarr, Isatou, Schoen, Carola, Schonenberg, D, Schweintzger, Nina, Secka, Fatou, Selecka, Katrīna, Shah, Priyen, Shen, Ching-Fen, Shrestha, Shrijana, Skrabl-Baumgartner, Andrea, Soon, Joshua, Sperl, Matthias, Sprenkeler, Evelien, Spyridis, Nikos, Srovin, Tina Plankar, Stampfer, Laura, Stevens, Molly, Stocker, Martin, Strenger, Volker, Suárez, Carlos Durán, Svile, Dace, Syggelou, Kelly, Tal, Chantal, Tambouratzi, Maria, Tavliavini, Emma, Thakker, Clare, Thomson, Evelyn, Throson, Stephen, Till, Holger, Tramper-Stranders, G A, Trasorras, Cristina Serén, Trobisch, Andreas, Urbãne, Urzula Nora, Usman, Mariama, Valentine, Lucille, Van Aerde, Koen, Van den Berg, J M, Van den Broek, Bryan, Van der Giessen, Ilona, Van der Kuip, M, Van der Velden, Fabian, Van Furth, A M, Van Gool, Alain J, Van Leur, M, van Mierlo, G, Vázquez, Sara Ray, Vermont, Clementien, Vicente, Luisa García, Vincek, Katarina, Vito, Ortensia, Voice, Marie, Wallia, Diane, Walsh, Ben, Wang, Shih-Min, Wedderburn, Catherine, Willems, Esther, Wilson, Clare, Wood, Amanda, Woodsford, Phil, Wyss, Verena, Xagorari, Marietta, Zachariasse, Joany, Zaman, Syed M A, Zurl, Christoph, and Zwerenz, Manuela
- Abstract
Differentiating between self-resolving viral infections and bacterial infections in children who are febrile is a common challenge, causing difficulties in identifying which individuals require antibiotics. Studying the host response to infection can provide useful insights and can lead to the identification of biomarkers of infection with diagnostic potential. This study aimed to identify host protein biomarkers for future development into an accurate, rapid point-of-care test that can distinguish between bacterial and viral infections, by recruiting children presenting to health-care settings with fever or a history of fever in the previous 72 h.
- Published
- 2023
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