Biomarkers: Promising and valuable tools towards diagnosis, prognosis and treatment of Covid-19 and other diseases
The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in th...
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Published in | Heliyon Vol. 9; no. 2; p. e13323 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
01.02.2023
The Authors. Published by Elsevier Ltd Elsevier |
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Online Access | Get full text |
ISSN | 2405-8440 2405-8440 |
DOI | 10.1016/j.heliyon.2023.e13323 |
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Abstract | The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in the medical and clinical fields have an enormous impact on society. In this review, we discuss the history, various definitions, classifications, characteristics, and discovery of biomarkers. Furthermore, the potential application of biomarkers in the diagnosis, prognosis, and treatment of various diseases over the last decade are reviewed. The present review aims to inspire readers to explore new avenues in biomarker research and development. |
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AbstractList | The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in the medical and clinical fields have an enormous impact on society. In this review, we discuss the history, various definitions, classifications, characteristics, and discovery of biomarkers. Furthermore, the potential application of biomarkers in the diagnosis, prognosis, and treatment of various diseases over the last decade are reviewed. The present review aims to inspire readers to explore new avenues in biomarker research and development. The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in the medical and clinical fields have an enormous impact on society. In this review, we discuss the history, various definitions, classifications, characteristics, and discovery of biomarkers. Furthermore, the potential application of biomarkers in the diagnosis, prognosis, and treatment of various diseases over the last decade are reviewed. The present review aims to inspire readers to explore new avenues in biomarker research and development.The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in the medical and clinical fields have an enormous impact on society. In this review, we discuss the history, various definitions, classifications, characteristics, and discovery of biomarkers. Furthermore, the potential application of biomarkers in the diagnosis, prognosis, and treatment of various diseases over the last decade are reviewed. The present review aims to inspire readers to explore new avenues in biomarker research and development. |
ArticleNumber | e13323 |
Author | Bodaghi, Ali Ramazani, Ali Fattahi, Nadia |
Author_xml | – sequence: 1 givenname: Ali surname: Bodaghi fullname: Bodaghi, Ali organization: Department of Chemistry, Tuyserkan Branch, Islamic Azad University, Tuyserkan, Iran – sequence: 2 givenname: Nadia surname: Fattahi fullname: Fattahi, Nadia organization: Department of Chemistry, University of Zanjan, Zanjan, 45371-38791, Iran – sequence: 3 givenname: Ali orcidid: 0000-0003-3072-7924 surname: Ramazani fullname: Ramazani, Ali email: aliramazani@gmail.com, aliramazani@znu.ac.ir organization: Department of Chemistry, University of Zanjan, Zanjan, 45371-38791, Iran |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36744065$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1212/WNL.0000000000011231 10.1088/1752-7155/8/3/034001 10.1016/j.nuclphysa.2005.02.067 10.1080/13547500110104233 10.1111/j.1750-3841.2008.00766.x 10.1055/s-0039-1696955 10.1038/35015709 10.1007/s10916-020-01597-4 10.1576/toag.13.3.189.27672 10.1089/neu.2020.7332 10.1155/2014/260348 10.1111/epi.16357 10.1177/09622802221109506 10.1038/ncprheum0347 10.1146/annurev-food-032217-020802 10.1161/01.CIR.0000144310.04433.BE 10.1093/nar/gkaa1067 10.3390/diagnostics10040215 10.1146/annurev-pathol-011811-132450 10.1016/j.intimp.2021.108127 10.1177/1535370217750088 10.1136/ard.2008.102962 10.1111/exd.12948 10.1007/s00521-021-06548-9 10.1016/j.trac.2017.12.015 10.1038/nrg1709 10.1186/1878-5085-4-7 10.1146/annurev-med-070912-143853 10.1080/02699052.2017.1357836 10.2147/NDT.S112374 10.1038/ncponc1187 10.1126/science.1142842 10.3390/nu11051092 10.1186/s12938-019-0625-6 10.1056/NEJMoa012914 10.1002/jmri.26058 10.1001/jamacardio.2020.1096 10.1007/s11255-020-02451-9 10.1016/j.mehy.2020.110102 10.1038/nrclinonc.2014.202 10.1016/j.jcrc.2021.09.023 10.1016/j.hlc.2016.06.1205 10.1515/cclm-2020-1294 10.3390/s18082613 10.1038/nrd1130 10.1161/01.STR.0000155738.02753.4d 10.1016/j.ekir.2019.08.017 10.1148/radiol.2017170554 10.1007/s00216-016-9880-6 10.1002/elps.1150191103 10.4251/wjgo.v8.i5.459 10.1002/jat.769 10.1212/01.wnl.0000244466.46020.47 10.1183/09031936.94.07111932 10.1093/clinchem/46.12.2050 10.1016/j.intimp.2022.108536 10.1093/cid/cix669 10.1038/ncomms12429 10.1002/ana.25804 10.3389/fphar.2019.01667 10.3390/molecules22010070 10.1016/j.ejca.2004.07.031 10.1093/eurheartj/ehs104 10.1097/ALN.0000000000003600 10.1586/14737159.3.5.525 10.1016/j.jprot.2012.03.046 10.1007/s10620-019-05841-x 10.3389/fneur.2021.627294 10.1200/JCO.19.01154 10.1016/j.jconrel.2020.07.012 10.1159/000338393 10.1212/WNL.42.8.1578 10.1007/s10555-017-9710-0 10.1148/radiology.187.2.8475286 10.3233/JHD-170273 10.3390/s22134820 10.1016/j.currproblcancer.2018.10.001 10.1373/clinchem.2004.031229 10.1126/science.1142447 10.3748/wjg.v20.i37.13325 10.1001/jamacardio.2020.1017 10.1016/j.intimp.2021.107838 10.1111/ped.14983 10.1016/j.jacc.2009.11.050 10.1002/fsn3.1818 10.1136/bmj.324.7345.1077 10.3322/caac.21492 10.1177/0192623320964391 10.1111/j.1365-2125.2005.02435.x 10.1212/WNL.62.10.1758 10.1186/s13195-020-00612-7 10.1056/NEJMoa072366 10.1016/j.clinbiomech.2017.09.016 10.1016/j.jpba.2018.10.048 10.1053/j.ajkd.2018.07.016 10.2119/molmed.2015.00183 10.1016/j.jacc.2017.04.025 10.21037/jlpm.2018.02.03 10.1067/mcp.2001.113989 10.1007/s00330-020-06956-w 10.1002/pmic.200400881 10.1016/j.conctc.2019.100493 10.1213/ANE.0000000000002636 10.1002/hep.27304 10.18689/mjd-1000112 10.1016/j.rvsc.2018.01.007 10.3233/JAD-2010-100279 10.1053/j.ajkd.2016.08.041 10.1007/s00216-008-1837-y 10.1007/s10278-002-0011-x 10.1186/s12885-019-5440-8 10.1016/B978-0-444-52892-6.00016-7 10.3390/children5060064 10.1016/j.aca.2012.05.049 10.1016/j.atherosclerosis.2017.06.029 10.3389/fpsyt.2020.00432 10.1016/j.cca.2014.02.021 10.2307/2394394 10.1371/journal.pone.0220215 10.1212/01.wnl.0000203129.82104.07 10.1161/01.CIR.0000143059.68996.A7 10.2217/fca.15.39 10.1016/j.eururo.2015.08.052 10.3390/jcm11051215 10.1016/j.clinbiochem.2020.01.003 10.3390/bios11060175 10.1111/cts.12865 10.1200/JCO.19.02768 10.3390/s22207886 10.1373/clinchem.2011.165720 10.1016/j.biomaterials.2012.10.055 10.33945/SAMI/ECC.2020.7.7 10.1602/neurorx.1.2.182 10.2174/1381612828666220401142300 10.1016/j.colsurfb.2015.04.064 10.3390/ijms21186466 10.1681/ASN.2013121300 10.3390/s120708966 10.1007/s12032-016-0777-1 10.2967/jnumed.108.055087 10.3390/v12050527 10.1016/S1359-6446(05)03609-3 10.1038/s41598-019-41608-0 10.1177/009286150704100504 10.1021/pr200636x 10.2138/rmg.2005.59.10 10.1038/s41598-020-73972-7 10.3389/fpsyt.2019.00025 10.1111/j.1365-2362.2012.02727.x 10.3390/biomedicines8120552 10.1093/eurjhf/hfr102 10.1007/s10238-014-0332-3 10.3390/genes11121522 10.1016/j.jacc.2008.04.069 10.1155/2017/7869802 10.1016/j.rcl.2014.02.008 10.1016/S1359-6446(04)03353-7 10.3389/fneur.2019.00291 10.1016/j.jacc.2003.09.044 |
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Keywords | Biomarker Treatment Covid-19 Imaging Diagnosis Diseases Cancer |
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References | Pestana, Sousa, Carneiro, Barahona, Caetano, Lopes, Ferreira, João (bib193) 2020; 2 Beasley, Levengood (bib2) 2012 Wan-Ibrahim, Singh, Hashim, Abdul-Rahman (bib6) 2015; 21 Jain, Jain (bib22) 2010 Karlson, Chang, Cui, Chibnik, Fraser, De Vivo, Costenbader (bib31) 2010; 69 Tang, Bashir, Corwin, Cruite, Dietrich, Do, Ehman, Fowler, Hussain, Jha (bib43) 2018; 286 Li, Lin, Zhu, Fan, Xu, Qiu, Chen, Li, Wang, Yan (bib186) 2021 Patron, Serra-Cayuela, Han, Li, Wishart (bib30) 2019; 14 Preedy, Patel (bib63) 2015 Lin, Huang, Juan (bib59) 2012; 75 Pandey, Mann (bib73) 2000; 405 Wishart, Bartok, Oler, Liang, Budinski, Berjanskii, Guo, Cao, Wilson (bib18) 2021; 49 Mercado (bib42) 2014; 52 Duffy (bib109) 2013; 22 Henry, Lippi (bib92) 2020; 52 Picó, Serra, Rodríguez, Keijer, Palou (bib27) 2019; 11 Cronin, Greenway, Ennis, Kieran, Green, Prehn, Hardiman (bib141) 2006; 67 Ziegler (bib36) 2005; 752 Mert, Terzi (bib7) 2016; 12 Hartmann, Packer, Coats, Fowler, Krum, Mohacsi, Rouleau, Tendera, Castaigne, Anker (bib126) 2004; 110 Marengo, Robotti (bib190) 2014; 20 Stolfo, Stenner, Merlo, Porto, Moras, Barbati, Aleksova, Buiatti, Sinagra (bib128) 2017; 26 Fu, Wu, Jiang, Li, Long, Jia, Zhou (bib157) 2020 Ye, Cramer, Skates, Gygi, Pratomo, Fu, Horick, Licklider, Schorge, Berkowitz (bib114) 2003; 9 Aronson, Ferner (bib15) 2017; 76 Corella, Ordovás (bib32) 2015; 31 Yip, Chan, Cho, Yip, Wang, Kwan, Law, Tsang, Chan, Lee (bib91) 2005; 51 Pospelova, Krasnikova, Fionik, Alekseeva, Samochernykh, Ivanova, Trofimov, Vavilova, Vasilieva, Topuzova (bib26) 2022; 11 Davis, Eldridge, Louden (bib64) 2013 Weckwerth, Morgenthal (bib80) 2005; 10 Kailemia, Park, Lebrilla (bib51) 2017; 409 Frank, Hargreaves (bib23) 2003; 2 Klunk, Panchalingam, Moossy, McClure, Pettegrew (bib142) 1992; 42 DeKosky, Kochanek, Valadka, Clark, Chou, Au, Horvat, Jha, Mannix, Wisniewski (bib117) 2021; 38 García-Gutiérrez, Navarrete, Sala, Gasparyan, Austrich-Olivares, Manzanares (bib11) 2020; 11 Mitchell, Bruix, Sherman, Sirlin (bib44) 2015; 61 Paquette, Gauthier, Chamberland, Prat, Rolfe, Rasmussen, Kaduka, Seidah, Bernard, Christensen (bib161) 2020; 77 Liu, Ma, Gu, Yu (bib130) 2019; 18 Smolinska, Blanchet, Buydens, Wijmenga (bib185) 2012; 750 Karp, Griffin, Lilley (bib183) 2005; 5 Mamidi, Wu, Hicks (bib69) 2019; 19 Ghantous, Kamareddine, Farhat, Zouein, Mondello, Kobeissy, Zeidan (bib38) 2020; 8 Carlomagno, Incollingo, Tammaro, Peluso, Rupealta, Chiacchio, Sandoval Sotelo, Minieri, Pisani, Riccio (bib56) 2017; 2017 Heslop, Frohlich, Hill (bib119) 2010; 55 Rondanelli, Perdoni, Infantino, Faliva, Peroni, Iannello, Nichetti, Alalwan, Perna, Cocuzza (bib163) 2019 MacNamara, Eapen, Quyyumi, Sperling (bib16) 2015; 11 Garner, La Rocca, Vespa, Jones, Monti, Toga, Duncan (bib35) 2019; 60 McMahon, Chhabra (bib165) 2018; 3 Drucker, Krapfenbauer (bib47) 2013; 4 Mayeux (bib5) 2004; 1 Members, McMurray, Adamopoulos, Anker, Auricchio, Böhm, Dickstein, Falk, Filippatos, Fonseca (bib121) 2012; 33 Shane, Mody, Crump, Tarr, Steiner, Kotloff, Langley, Wanke, Warren, Cheng (bib166) 2017; 65 Scatena (bib110) 2015 Cabitza, Campagner, Ferrari, Di Resta, Ceriotti, Sabetta, Colombini, De Vecchi, Banfi, Locatelli (bib188) 2021; 59 Liu, Yao, Kovacs, Shrader, Joe, Ouwerkerk, Mankodi, Gahl, Summers, Carrillo (bib172) 2021; 96 Porter (bib12) 1957; 38 Zhou, Simpson, Lancashire, Walker, Dawson, Unwin, Rembielak, Price, West, Dive (bib65) 2012; 11 Huyut, Velichko (bib95) 2022; 22 Soussi, Collins, Jüni, Mebazaa, Gayat, Le Manach (bib177) 2021; 134 Kumstel, Janssen-Peters, Abdelrahman, Tang, Xiao, Ernst, Wendt, Palme, Seume, Vollmar (bib167) 2020; 10 Ji, Bishnu, Cai, Shen (bib90) 2020 Wolff, Aleil, Giroud, Lorenzini, Meyer, Wiesel, Cazenave, Lanza (bib144) 2005; 36 Gupta, Soni (bib62) 2019; 3 Cecchini, Cecchini (bib97) 2020; 143 Paoletti, Hayes (bib108) 2014; 65 Kalave, Hegde, Juvale (bib103) 2022; 28 Inciardi, Lupi, Zaccone, Italia, Raffo, Tomasoni, Cani, Cerini, Farina, Gavazzi (bib89) 2020; 5 Mondello, Hayes (bib20) 2015; 127 van Kimmenade, Januzzi (bib122) 2012; 58 Marengo, Robotti, Bobba, Milli, Campostrini, Righetti, Cecconi, Righetti (bib182) 2008; 390 Pasinetti, Ungar, Lange, Yemul, Deng, Yuan, Brown, Cudkowicz, Newhall, Peskind (bib140) 2006; 66 Dahlqvist, Widholm, Leinhard, Vissing (bib173) 2020; 88 Gressner, Gao (bib160) 2014; 433 Naylor (bib25) 2003; 3 Jafari, Solhi, Tagi, Hasanzadeh, Jouyban-Gharamaleki, Jouyban, Shadjou (bib147) 2019; 164 Vetter, Mascha (bib181) 2018; 126 Holdt, Stahringer, Sass, Pichler, Kulak, Wilfert, Kohlmaier, Herbst, Northoff, Nicolaou (bib134) 2016; 7 Hesaka, Sakai, Hamase, Ikeda, Matsui, Mita, Horio, Isaka, Kimura (bib155) 2019; 9 Giovanella, Garo, Ceriani, Paone, Campenni, D'Aurizio (bib112) 2021; 106 Hussain, Selvaraj, Mohapatra, Rajendiran (bib148) 2019; 43 Kulasingam, Diamandis (bib107) 2008; 5 Fattahi, Shahbazi, Maleki, Hamidi, Ramazani, Santos (bib102) 2020; 326 Manne, Srivastava, Srivastava (bib61) 2005; 10 Noronha, Patil, Joshi, Menon, Chougule, Mahajan, Janu, Purandare, Kumar, More (bib76) 2020; 38 Amann, de Lacy Costello, Miekisch, Schubert, Buszewski, Pleil, Ratcliffe, Risby (bib164) 2014; 8 Rehman, Shabbir, Inam‐Ur‐Raheem, Manzoor, Ahmad, Liu, Ahmad, Siddeeg, Abid, Aadil (bib176) 2020; 8 Sandelius, Basak, Hölttä, Sultana, Hyberg, Wilson, Andersson, Söderberg (bib154) 2020; 48 Silajdžić, Björkqvist (bib68) 2018; 7 De Gramont, Watson, Ellis, Rodón, Tabernero, De Gramont, Hamilton (bib1) 2015; 12 Strasak, Zaman, Pfeiffer, Göbel, Ulmer (bib180) 2007; 137 Anderson, Kidd, Barton, Greer (bib55) 2018; 118 Dregely, Prezzi, Kelly‐Morland, Roccia, Neji, Goh (bib40) 2018; 48 Young, Eddy, Parraga (bib149) 2019; 66 Guo, Fan, Chen, Wu, Zhang, He, Wang, Wan, Wang, Lu (bib88) 2020; 5 Esteve-Pastor, Roldan, Rivera-Caravaca, Ramirez-Macias, Lip, Marin (bib116) 2019; 119 Kong, Singh (bib162) 2008; 73 Gervasoni, Primiano, Marini, Sabino, Biancolillo, Calvani, Picca, Marzetti, Persichilli, Urbani (bib175) 2020; 11 Dunckley, Coon, Stephan (bib136) 2005; 10 Dhama, Latheef, Dadar, Samad, Munjal, Khandia, Karthik, Tiwari, Yatoo, Bhatt (bib19) 2019; 91 Godfrey, Vandendriessche, Bakker, Fitzer‐Attas, Gujar, Hobbs, Liu, Northcott, Parks, Wood (bib3) 2021; 14 Agoston, Shutes-David, Peskind (bib138) 2017; 31 Elahi, Karami, Heidary, Esmaeilzadeh (bib100) 2022 Aronson (bib14) 2005; 59 Gomes, Gomez-Rodríguez, Fernandes, Sales, Moreira, Dutra (bib153) 2021; 11 Rivara, Yeung, Robinson-Cohen, Phillips, Ruzinski, Rock, Linke, Shen, Ikizler, Himmelfarb (bib120) 2017; 69 Huyut, Huyut, İlkbahar, Mertoğlu (bib99) 2022; 105 Fernández-Lázaro, García Hernández, García, Córdova Martínez, Mielgo-Ayuso, Cruz-Hernández (bib115) 2020; 10 Velichko, Huyut, Belyaev, Izotov, Korzun (bib96) 2022; 22 Califf (bib10) 2018; 243 Tomasina, Lheureux, Gauduchon, Rault, Malzert-Fréon (bib74) 2013; 34 Huyut, Ilkbahar (bib84) 2021; 98 Rosenwald, Wright, Chan, Connors, Campo, Fisher, Gascoyne, Muller-Hermelink, Smeland, Giltnane (bib28) 2002; 346 Ballereau, Glaab, Kolodkin, Chaiboonchoe, Biryukov, Vlassis, Ahmed, Pellet, Baliga, Hood (bib79) 2013 Abbasimehr, Paki, Bahrini (bib187) 2022; 34 McPherson, Pertsemlidis, Kavaslar, Stewart, Roberts, Cox, Hinds, Pennacchio, Tybjaerg-Hansen, Folsom (bib132) 2007; 316 Aizpurua-Olaizola, Toraño, Falcon-Perez, Williams, Reichardt, Boons (bib50) 2018; 100 Han, Zhang, Mu, Wei, Jin, Tong, Song, Zha, Xue, Gu (bib94) 2020; 12 Cho, Hur (bib152) 2021; 41 Lukas, Heinzel, Mayer (bib29) 2019 Watanabe (bib156) 2016 Tabebordbar, Wang, Wagers (bib171) 2013; 8 Brinati, Campagner, Ferrari, Locatelli, Banfi, Cabitza (bib189) 2020; 44 Weinreb, Barentsz, Choyke, Cornud, Haider, Macura, Margolis, Schnall, Shtern, Tempany (bib41) 2016; 69 Murcko, Marchi, Bailey, Janigro (bib137) 2022 Huyut (bib85) 2022 Horgan, Kenny (bib81) 2011; 13 Sarosiek, Schicho, Blandon, Bashashati (bib170) 2016; 8 Landeck, Kneip, Reischl, Asadullah (bib9) 2016; 25 Brocks, Pearson (bib49) 2005; 59 Dufour, Lott, Nolte, Gretch, Koff, Seeff (bib158) 2000; 46 Samani, Erdmann, Hall, Hengstenberg, Mangino, Mayer, Dixon, Meitinger, Braund, Wichmann (bib131) 2007; 357 De Caterina, Dean, Dickstein, Filippatos, Tendera, Widimsky, Zamorano (bib123) 2008; 10 Robotti, Manfredi, Marengo (bib179) 2014; 3 Verber, Shepheard, Sassani, McDonough, Moore, Alix, Wilkinson, Jenkins, Shaw (bib57) 2019; 10 Maishman, Schaap, Silk, Nevitt, Woods, Bowman (bib191) 2022; 31 Hudler, Kocevar, Komel (bib75) 2014; 2014 Li, Yang, Yang, Zhen, Zhang (bib113) 2016; 16 Ho, Keenan, Day (bib169) 2020; 65 Bernard, Gonzalez-Lorenzo, Siles, Trujillano, Lauwerys (bib146) 1994; 7 Jungbauer, Birner, Jung, Buchner, Lubnow, von Bary, Endemann, Banas, Mack, Böger (bib53) 2011; 13 Logeart, Thabut, Jourdain, Chavelas, Beyne, Beauvais, Bouvier, Solal (bib127) 2004; 43 Smith, Zheng (bib184) 2021; 12 Masson, Latini, Anand, Barlera, Angelici, Vago, Tognoni, Cohn, Investigators (bib124) 2008; 52 Group, Atkinson, Colburn, DeGruttola, DeMets, Downing, Hoth, Oates, Peck, Schooley (bib4) 2001; 69 Gil, Pla (bib17) 2001; 21 Garvey, Hanlon (bib37) 2002; 324 Park, Kim, Kim, Kang, Park, Choi, Lee, Kim, Nam (bib46) 2008; 49 Eggener, Rumble, Armstrong, Morgan, Crispino, Cornford, van der Kwast, Grignon, Rai, Agarwal (bib34) 2020; 38 Nadkarni, Chauhan, Rao, Ix, Shlipak, Parikh, Coca (bib52) 2019; 73 Erickson, Bartholmai (bib45) 2002; 15 Kaushal, Kaur, Sarma, Bhattacharyya, Sharma, Prajapat, Pathak, Kothari, Kumar, Rana (bib93) 2022; 67 Laterza, Hendrickson, Wagner (bib48) 2007; 41 Güntert, Campbell, Saleem, O'Brien, Thompson, Byers, Ward, Lovestone (bib145) 2010; 21 Tringe, Rubin (bib71) 2005; 6 Helgadottir, Thorleifsson, Manolescu, Gretarsdottir, Blondal, Jonasdottir, Jonasdottir, Sigurdsson, Baker, Palsson (bib133) 2007; 316 Young, Estarellas, Coomans, Srikrishna, Beaumont, Maass, Venkataraman, Lissaman, Jiménez, Betts (bib39) 2020; 12 Anderson, Anderson (bib72) 1998; 19 Kharitonov, Barnes (bib150) 2002; 7 Inai (bib118) 2022; 64 Wilson (bib168) 2018; 18 Baker (bib151) 2015 Gion, Daidone (bib105) 2004; 40 Umelo, Costanza, Castronovo (bib70) 2018; 37 Dadar, Dhama, Iqbal, Munjal, Khandia, Karthik, Sachan, Latheef, Samad, Joshi (bib104) 2016; 6 Arsik, Frediani, Frezz Rehman (10.1016/j.heliyon.2023.e13323_bib176) 2020; 8 Califf (10.1016/j.heliyon.2023.e13323_bib10) 2018; 243 Cabitza (10.1016/j.heliyon.2023.e13323_bib188) 2021; 59 Cronin (10.1016/j.heliyon.2023.e13323_bib141) 2006; 67 Velichko (10.1016/j.heliyon.2023.e13323_bib96) 2022; 22 Miller (10.1016/j.heliyon.2023.e13323_bib143) 1993; 187 Tringe (10.1016/j.heliyon.2023.e13323_bib71) 2005; 6 Dufour (10.1016/j.heliyon.2023.e13323_bib158) 2000; 46 Elahi (10.1016/j.heliyon.2023.e13323_bib100) 2022 Liu (10.1016/j.heliyon.2023.e13323_bib172) 2021; 96 Agoston (10.1016/j.heliyon.2023.e13323_bib138) 2017; 31 Gressner (10.1016/j.heliyon.2023.e13323_bib160) 2014; 433 Lukas (10.1016/j.heliyon.2023.e13323_bib29) 2019 Li (10.1016/j.heliyon.2023.e13323_bib113) 2016; 16 Hudler (10.1016/j.heliyon.2023.e13323_bib75) 2014; 2014 Abbasimehr (10.1016/j.heliyon.2023.e13323_bib187) 2022; 34 Kaushal (10.1016/j.heliyon.2023.e13323_bib93) 2022; 67 Dregely (10.1016/j.heliyon.2023.e13323_bib40) 2018; 48 Huyut (10.1016/j.heliyon.2023.e13323_bib84) 2021; 98 Sidhom (10.1016/j.heliyon.2023.e13323_bib58) 2020; 21 Firestein (10.1016/j.heliyon.2023.e13323_bib21) 2006; 2 Wan-Ibrahim (10.1016/j.heliyon.2023.e13323_bib6) 2015; 21 Inai (10.1016/j.heliyon.2023.e13323_bib118) 2022; 64 Heslop (10.1016/j.heliyon.2023.e13323_bib119) 2010; 55 Young (10.1016/j.heliyon.2023.e13323_bib39) 2020; 12 MacNamara (10.1016/j.heliyon.2023.e13323_bib16) 2015; 11 Yancy (10.1016/j.heliyon.2023.e13323_bib129) 2017; 70 Tang (10.1016/j.heliyon.2023.e13323_bib43) 2018; 286 Villas-Boas (10.1016/j.heliyon.2023.e13323_bib82) 2007 Kulasingam (10.1016/j.heliyon.2023.e13323_bib107) 2008; 5 Aronson (10.1016/j.heliyon.2023.e13323_bib14) 2005; 59 Duffy (10.1016/j.heliyon.2023.e13323_bib109) 2013; 22 Nadkarni (10.1016/j.heliyon.2023.e13323_bib52) 2019; 73 Klunk (10.1016/j.heliyon.2023.e13323_bib142) 1992; 42 Wilson (10.1016/j.heliyon.2023.e13323_bib168) 2018; 18 Lin (10.1016/j.heliyon.2023.e13323_bib59) 2012; 75 Takamura (10.1016/j.heliyon.2023.e13323_bib60) 2017; 263 Parikh (10.1016/j.heliyon.2023.e13323_bib178) 2014; 25 Wishart (10.1016/j.heliyon.2023.e13323_bib18) 2021; 49 Ghantous (10.1016/j.heliyon.2023.e13323_bib38) 2020; 8 Picó (10.1016/j.heliyon.2023.e13323_bib27) 2019; 11 Samani (10.1016/j.heliyon.2023.e13323_bib131) 2007; 357 Marengo (10.1016/j.heliyon.2023.e13323_bib190) 2014; 20 Verber (10.1016/j.heliyon.2023.e13323_bib57) 2019; 10 Sarosiek (10.1016/j.heliyon.2023.e13323_bib170) 2016; 8 Zarei (10.1016/j.heliyon.2023.e13323_bib86) 2020 Ye (10.1016/j.heliyon.2023.e13323_bib114) 2003; 9 Fernández-Lázaro (10.1016/j.heliyon.2023.e13323_bib115) 2020; 10 van Kimmenade (10.1016/j.heliyon.2023.e13323_bib122) 2012; 58 Smith (10.1016/j.heliyon.2023.e13323_bib184) 2021; 12 Porter (10.1016/j.heliyon.2023.e13323_bib12) 1957; 38 Davis (10.1016/j.heliyon.2023.e13323_bib64) 2013 Smolinska (10.1016/j.heliyon.2023.e13323_bib185) 2012; 750 Mamidi (10.1016/j.heliyon.2023.e13323_bib69) 2019; 19 Rivara (10.1016/j.heliyon.2023.e13323_bib120) 2017; 69 Aboughdir (10.1016/j.heliyon.2023.e13323_bib83) 2020; 12 Bray (10.1016/j.heliyon.2023.e13323_bib106) 2018; 68 Silajdžić (10.1016/j.heliyon.2023.e13323_bib68) 2018; 7 Carlomagno (10.1016/j.heliyon.2023.e13323_bib56) 2017; 2017 Amann (10.1016/j.heliyon.2023.e13323_bib164) 2014; 8 Ballereau (10.1016/j.heliyon.2023.e13323_bib79) 2013 Zhou (10.1016/j.heliyon.2023.e13323_bib65) 2012; 11 Maishman (10.1016/j.heliyon.2023.e13323_bib191) 2022; 31 Li (10.1016/j.heliyon.2023.e13323_bib186) 2021 Shane (10.1016/j.heliyon.2023.e13323_bib166) 2017; 65 Garvey (10.1016/j.heliyon.2023.e13323_bib37) 2002; 324 Kumstel (10.1016/j.heliyon.2023.e13323_bib167) 2020; 10 Huyut (10.1016/j.heliyon.2023.e13323_bib85) 2022 Manne (10.1016/j.heliyon.2023.e13323_bib61) 2005; 10 Holdt (10.1016/j.heliyon.2023.e13323_bib134) 2016; 7 Pospelova (10.1016/j.heliyon.2023.e13323_bib26) 2022; 11 Yip (10.1016/j.heliyon.2023.e13323_bib91) 2005; 51 Dunckley (10.1016/j.heliyon.2023.e13323_bib136) 2005; 10 Laterza (10.1016/j.heliyon.2023.e13323_bib48) 2007; 41 Gil (10.1016/j.heliyon.2023.e13323_bib17) 2001; 21 Robotti (10.1016/j.heliyon.2023.e13323_bib179) 2014; 3 Bernard (10.1016/j.heliyon.2023.e13323_bib146) 1994; 7 Hussain (10.1016/j.heliyon.2023.e13323_bib148) 2019; 43 Gomes (10.1016/j.heliyon.2023.e13323_bib153) 2021; 11 Strasak (10.1016/j.heliyon.2023.e13323_bib180) 2007; 137 Kailemia (10.1016/j.heliyon.2023.e13323_bib51) 2017; 409 Ji (10.1016/j.heliyon.2023.e13323_bib90) 2020 Inciardi (10.1016/j.heliyon.2023.e13323_bib89) 2020; 5 Esteve-Pastor (10.1016/j.heliyon.2023.e13323_bib116) 2019; 119 Marengo (10.1016/j.heliyon.2023.e13323_bib182) 2008; 390 Mert (10.1016/j.heliyon.2023.e13323_bib7) 2016; 12 Huyut (10.1016/j.heliyon.2023.e13323_bib99) 2022; 105 Aronson (10.1016/j.heliyon.2023.e13323_bib15) 2017; 76 Mondello (10.1016/j.heliyon.2023.e13323_bib20) 2015; 127 Brinati (10.1016/j.heliyon.2023.e13323_bib189) 2020; 44 Pestana (10.1016/j.heliyon.2023.e13323_bib193) 2020; 2 Lund (10.1016/j.heliyon.2023.e13323_bib174) 2021; 58 Huyut (10.1016/j.heliyon.2023.e13323_bib95) 2022; 22 Umelo (10.1016/j.heliyon.2023.e13323_bib70) 2018; 37 Gosho (10.1016/j.heliyon.2023.e13323_bib67) 2012; 12 Tomasina (10.1016/j.heliyon.2023.e13323_bib74) 2013; 34 Mundkur (10.1016/j.heliyon.2023.e13323_bib13) 1949; 36 Mercado (10.1016/j.heliyon.2023.e13323_bib42) 2014; 52 Fattahi (10.1016/j.heliyon.2023.e13323_bib102) 2020; 326 Murcko (10.1016/j.heliyon.2023.e13323_bib137) 2022 Anderson (10.1016/j.heliyon.2023.e13323_bib55) 2018; 118 Dadar (10.1016/j.heliyon.2023.e13323_bib104) 2016; 6 Stolfo (10.1016/j.heliyon.2023.e13323_bib128) 2017; 26 DeKosky (10.1016/j.heliyon.2023.e13323_bib117) 2021; 38 Sharma (10.1016/j.heliyon.2023.e13323_bib24) 2022 Drucker (10.1016/j.heliyon.2023.e13323_bib47) 2013; 4 Jain (10.1016/j.heliyon.2023.e13323_bib22) 2010 García-Gutiérrez (10.1016/j.heliyon.2023.e13323_bib11) 2020; 11 Watanabe (10.1016/j.heliyon.2023.e13323_bib156) 2016 Kharitonov (10.1016/j.heliyon.2023.e13323_bib150) 2002; 7 Gervasoni (10.1016/j.heliyon.2023.e13323_bib175) 2020; 11 Dahlqvist (10.1016/j.heliyon.2023.e13323_bib173) 2020; 88 Noronha (10.1016/j.heliyon.2023.e13323_bib76) 2020; 38 Preedy (10.1016/j.heliyon.2023.e13323_bib63) 2015 Bettencourt (10.1016/j.heliyon.2023.e13323_bib125) 2004; 110 Atal (10.1016/j.heliyon.2023.e13323_bib101) 2020; 34 Kong (10.1016/j.heliyon.2023.e13323_bib162) 2008; 73 Baker (10.1016/j.heliyon.2023.e13323_bib151) 2015 Beasley (10.1016/j.heliyon.2023.e13323_bib2) 2012 Godfrey (10.1016/j.heliyon.2023.e13323_bib3) 2021; 14 Huyut (10.1016/j.heliyon.2023.e13323_bib98) 2021; 100 Han (10.1016/j.heliyon.2023.e13323_bib94) 2020; 12 Cho (10.1016/j.heliyon.2023.e13323_bib152) 2021; 41 Guo (10.1016/j.heliyon.2023.e13323_bib88) 2020; 5 Paquette (10.1016/j.heliyon.2023.e13323_bib161) 2020; 77 Karp (10.1016/j.heliyon.2023.e13323_bib183) 2005; 5 Li (10.1016/j.heliyon.2023.e13323_bib111) 2016; 33 Liu (10.1016/j.heliyon.2023.e13323_bib130) 2019; 18 Garner (10.1016/j.heliyon.2023.e13323_bib35) 2019; 60 Giovanella (10.1016/j.heliyon.2023.e13323_bib112) 2021; 106 McMahon (10.1016/j.heliyon.2023.e13323_bib165) 2018; 3 Henry (10.1016/j.heliyon.2023.e13323_bib92) 2020; 52 Karlson (10.1016/j.heliyon.2023.e13323_bib31) 2010; 69 Gupta (10.1016/j.heliyon.2023.e13323_bib62) 2019; 3 Hartmann (10.1016/j.heliyon.2023.e13323_bib126) 2004; 110 Rosenwald (10.1016/j.heliyon.2023.e13323_bib28) 2002; 346 Aizpurua-Olaizola (10.1016/j.heliyon.2023.e13323_bib50) 2018; 100 Members (10.1016/j.heliyon.2023.e13323_bib121) 2012; 33 Logeart (10.1016/j.heliyon.2023.e13323_bib127) 2004; 43 Vetter (10.1016/j.heliyon.2023.e13323_bib181) 2018; 126 Güntert (10.1016/j.heliyon.2023.e13323_bib145) 2010; 21 Paoletti (10.1016/j.heliyon.2023.e13323_bib108) 2014; 65 Tabebordbar (10.1016/j.heliyon.2023.e13323_bib171) 2013; 8 Kerr (10.1016/j.heliyon.2023.e13323_bib192) 2019; 4 Mitchell (10.1016/j.heliyon.2023.e13323_bib44) 2015; 61 De Caterina (10.1016/j.heliyon.2023.e13323_bib123) 2008; 10 Hesaka (10.1016/j.heliyon.2023.e13323_bib155) 2019; 9 Arsik (10.1016/j.heliyon.2023.e13323_bib159) 2018; 5 MacKay (10.1016/j.heliyon.2023.e13323_bib54) 2019; 10 Landeck (10.1016/j.heliyon.2023.e13323_bib9) 2016; 25 Gion (10.1016/j.heliyon.2023.e13323_bib105) 2004; 40 Patron (10.1016/j.heliyon.2023.e13323_bib30) 2019; 14 Pasinetti (10.1016/j.heliyon.2023.e13323_bib140) 2006; 66 Pu (10.1016/j.heliyon.2023.e13323_bib87) 2020; 30 Scatena (10.1016/j.heliyon.2023.e13323_bib110) 2015 Antoniou (10.1016/j.heliyon.2023.e13323_bib8) 2019; 16 Helgadottir (10.1016/j.heliyon.2023.e13323_bib133) 2007; 316 Ho (10.1016/j.heliyon.2023.e13323_bib169) 2020; 65 Corella (10.1016/j.heliyon.2023.e13323_bib78) 2018; 9 Simpson (10.1016/j.heliyon.2023.e13323_bib139) 2004; 62 Weckwerth (10.1016/j.heliyon.2023.e13323_bib80) 2005; 10 Pandey (10.1016/j.heliyon.2023.e13323_bib73) 2000; 405 Sandelius (10.1016/j.heliyon.2023.e13323_bib154) 2020; 48 Frank (10.1016/j.heliyon.2023.e13323_bib23) 2003; 2 Kalave (10.1016/j.heliyon.2023.e13323_bib103) 2022; 28 Wolff (10.1016/j.heliyon.2023.e13323_bib144) 2005; 36 Young (10.1016/j.heliyon.2023.e13323_bib149) 2019; 66 Masson (10.1016/j.heliyon.2023.e13323_bib124) 2008; 52 Fu (10.1016/j.heliyon.2023.e13323_bib157) 2020 Group (10.1016/j.heliyon.2023.e13323_bib4) 2001; 69 Horgan (10.1016/j.heliyon.2023.e13323_bib81) 2011; 13 Rondanelli (10.1016/j.heliyon.2023.e13323_bib163) 2019 Anderson (10.1016/j.heliyon.2023.e13323_bib72) 1998; 19 Park (10.1016/j.heliyon.2023.e13323_bib46) 2008; 49 Erickson (10.1016/j.heliyon.2023.e13323_bib45) 2002; 15 Naylor (10.1016/j.heliyon.2023.e13323_bib25) 2003; 3 Erdmann (10.1016/j.heliyon.2023.e13323_bib135) 2018; 114 Mayeux (10.1016/j.heliyon.2023.e13323_bib5) 2004; 1 Sharifi-Rad (10.1016/j.heliyon.2023.e13323_bib33) 2017; 22 Ziegler (10.1016/j.heliyon.2023.e13323_bib36) 2005; 752 Jafari (10.1016/j.heliyon.2023.e13323_bib147) 2019; 164 Rundle (10.1016/j.heliyon.2023.e13323_bib66) 2012; 42 Costa (10.1016/j.heliyon.2023.e13323_bib77) 2015; 132 Eggener (10.1016/j.heliyon.2023.e13323_bib34) 2020; 38 Dhama (10.1016/j.heliyon.2023.e13323_bib19) 2019; 91 Weinreb (10.1016/j.heliyon.2023.e13323_bib41) 2016; 69 Brocks (10.1016/j.heliy |
References_xml | – volume: 2017 year: 2017 ident: bib56 article-title: Diagnostic, predictive, prognostic, and therapeutic molecular biomarkers in third millennium: a breakthrough in gastric cancer publication-title: BioMed Res. Int. – volume: 100 start-page: 7 year: 2018 end-page: 14 ident: bib50 article-title: Mass spectrometry for glycan biomarker discovery publication-title: Trends Anal. Chem. – volume: 76 start-page: 9 year: 2017 ident: bib15 article-title: Biomarkers—a general review publication-title: Curr. Protoc. – volume: 58 start-page: 89 year: 2021 end-page: 99 ident: bib174 article-title: Biomarkers for prediction of skeletal disease progression in mucopolysaccharidosis type I publication-title: JIMD rep – volume: 65 start-page: 95 year: 2014 end-page: 110 ident: bib108 article-title: Molecular testing in breast cancer publication-title: Annu. Rev. Med. – volume: 21 start-page: 245 year: 2001 end-page: 255 ident: bib17 article-title: Biomarkers as biological indicators of xenobiotic exposure publication-title: J. Appl. Toxicol. – volume: 5 start-page: 588 year: 2008 end-page: 599 ident: bib107 article-title: Strategies for discovering novel cancer biomarkers through utilization of emerging technologies publication-title: Nat. Clin. Pract. Oncol. – volume: 59 start-page: 421 year: 2021 end-page: 431 ident: bib188 article-title: Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests publication-title: Clin. Chem. Lab. Med. – volume: 8 start-page: 441 year: 2013 end-page: 475 ident: bib171 article-title: Skeletal muscle degenerative diseases and strategies for therapeutic muscle repair publication-title: Annu. Rev. Pathol. – volume: 42 start-page: 1350 year: 2012 end-page: 1359 ident: bib66 article-title: Better cancer biomarker discovery through better study design publication-title: Eur. J. Clin. Invest. – volume: 66 start-page: 1218 year: 2006 end-page: 1222 ident: bib140 article-title: Identification of potential CSF biomarkers in ALS publication-title: Neurology – start-page: 1 year: 2021 end-page: 10 ident: bib186 article-title: Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method publication-title: Neural Comput. Appl. – start-page: 831 year: 2012 end-page: 855 ident: bib2 article-title: Principles of Ecotoxicology, Veterinary Toxicology – year: 2019 ident: bib29 article-title: Biomarkers for Capturing Disease Pathology as Molecular Process Hyperstructure – volume: 73 start-page: 31 year: 2019 end-page: 38 ident: bib52 article-title: Effect of intensive blood pressure lowering on kidney tubule injury: findings from the ACCORD trial study participants publication-title: Am. J. Kidney Dis. – volume: 22 start-page: 7886 year: 2022 ident: bib96 article-title: Machine learning sensors for diagnosis of COVID-19 disease using routine blood values for Internet of Things application publication-title: Sensors – volume: 126 start-page: 338 year: 2018 end-page: 342 ident: bib181 article-title: Unadjusted bivariate two-group comparisons: when simpler is better publication-title: Anesth. Analg. – start-page: 798 year: 2020 end-page: 811 ident: bib86 article-title: A review on coronavirus family persistency and considerations of novel type, COVID-19 features publication-title: Eurasian Chem. Commun. – volume: 752 start-page: 679 year: 2005 end-page: 687 ident: bib36 article-title: Positron emission tomography: principles, technology, and recent developments publication-title: Nucl. Phys. – volume: 8 start-page: 459 year: 2016 ident: bib170 article-title: Urinary metabolites as noninvasive biomarkers of gastrointestinal diseases: a clinical review publication-title: World J. Gastrointest. Oncol. – volume: 34 start-page: 3135 year: 2022 end-page: 3149 ident: bib187 article-title: A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting publication-title: Neural Comput. Appl. – year: 2015 ident: bib110 article-title: Advances in Cancer Biomarkers: from Biochemistry to Clinic for a Critical Revision – volume: 7 start-page: 1 year: 2016 end-page: 14 ident: bib134 article-title: Circular non-coding RNA ANRIL modulates ribosomal RNA maturation and atherosclerosis in humans publication-title: Nat. Commun. – volume: 10 start-page: 291 year: 2019 ident: bib57 article-title: Biomarkers in motor neuron disease: a state of the art review publication-title: Front. Neurol. – volume: 22 start-page: 4820 year: 2022 ident: bib95 article-title: Diagnosis and Prognosis of COVID-19 disease using routine blood values and LogNNet neural network publication-title: Sensors – volume: 73 start-page: R67 year: 2008 end-page: R80 ident: bib162 article-title: Disintegration of solid foods in human stomach publication-title: J. Food Sci. – year: 2015 ident: bib63 article-title: General Methods in Biomarker Research and Their Applications – volume: 43 start-page: 354 year: 2019 end-page: 362 ident: bib148 article-title: Clinical utility of pleural fluid YKL-40 as a marker of malignant pleural effusion publication-title: Curr. Probl. Cancer – volume: 38 start-page: 1 year: 2021 end-page: 43 ident: bib117 article-title: Blood biomarkers for detection of brain injury in COVID-19 patients publication-title: J. Neurotrauma – volume: 10 start-page: 1551 year: 2005 end-page: 1558 ident: bib80 article-title: Metabolomics: from pattern recognition to biological interpretation publication-title: Drug Discov. Today – volume: 36 start-page: 259 year: 1949 end-page: 280 ident: bib13 article-title: Evidence excluding mutations, polysomy, and polyploidy as possible causes of non-Mendelian segregations in Saccharomyces publication-title: Ann. Mo. Bot. Gard. – volume: 96 start-page: e798 year: 2021 end-page: e808 ident: bib172 article-title: Skeletal muscle magnetic resonance biomarkers in GNE myopathy publication-title: Neurology – volume: 6 start-page: 89 year: 2016 end-page: 96 ident: bib104 article-title: Molecular signatures of biomarkers in cancer development, diagn osis, and its prognostic accuracy publication-title: Curr. Biomark. – volume: 33 start-page: 1 year: 2016 end-page: 16 ident: bib111 article-title: K-Ras mutation detection in liquid biopsy and tumor tissue as prognostic biomarker in patients with pancreatic cancer: a systematic review with meta-analysis publication-title: Med. Oncol. – volume: 4 start-page: 1 year: 2013 end-page: 10 ident: bib47 article-title: Pitfalls and limitations in translation from biomarker discovery to clinical utility in predictive and personalised medicine publication-title: EPMA J. – volume: 25 start-page: 333 year: 2016 end-page: 339 ident: bib9 article-title: Biomarkers and personalized medicine: current status and further perspectives with special focus on dermatology publication-title: Exp. Dermatol. – volume: 31 start-page: 177 year: 2015 end-page: 188 ident: bib32 article-title: Biomarkers: background, classification and guidelines for applications in nutritional epidemiology publication-title: Nutr. Hosp. – start-page: 221 year: 2016 end-page: 249 ident: bib156 article-title: Physiological and Pathological Interactions between Liver and Kidney, the Liver in Systemic Diseases – volume: 316 start-page: 1488 year: 2007 end-page: 1491 ident: bib132 article-title: A common allele on chromosome 9 associated with coronary heart disease publication-title: Science – volume: 5 start-page: 819 year: 2020 end-page: 824 ident: bib89 article-title: Cardiac involvement in a patient with coronavirus disease 2019 (COVID-19) publication-title: JAMA Cardiol – volume: 187 start-page: 433 year: 1993 end-page: 437 ident: bib143 article-title: Alzheimer disease: depiction of increased cerebral myo-inositol with proton MR spectroscopy publication-title: Radiology – volume: 48 start-page: 981 year: 2020 end-page: 993 ident: bib154 article-title: Urinary kidney biomarker panel detects preclinical antisense oligonucleotide-induced tubular toxicity publication-title: Toxicol. Pathol. – volume: 750 start-page: 82 year: 2012 end-page: 97 ident: bib185 article-title: NMR and pattern recognition methods in metabolomics: from data acquisition to biomarker discovery: a review publication-title: Anal. Chim. Acta – start-page: 1 year: 2022 end-page: 8 ident: bib24 article-title: Obesity affects type 2 biomarker levels in asthma publication-title: J. Asthma – volume: 52 start-page: 481 year: 2014 end-page: 487 ident: bib42 article-title: Bi-rads update publication-title: Clin. Radiol. – volume: 28 start-page: 3140 year: 2022 end-page: 3157 ident: bib103 article-title: Applications of nanotechnology-based approaches to overcome multi-drug resistance in cancer publication-title: Curr. Pharmaceut. Des. – volume: 110 start-page: 1780 year: 2004 end-page: 1786 ident: bib126 article-title: Prognostic impact of plasma N-terminal pro–brain natriuretic peptide in severe chronic congestive heart failure: a substudy of the Carvedilol Prospective Randomized Cumulative Survival (COPERNICUS) trial publication-title: Circulation – volume: 46 start-page: 2050 year: 2000 end-page: 2068 ident: bib158 article-title: Diagnosis and monitoring of hepatic injury. II. Recommendations for use of laboratory tests in screening, diagnosis, and monitoring publication-title: Clin. Chem. – volume: 88 start-page: 669 year: 2020 end-page: 681 ident: bib173 article-title: MRI in neuromuscular diseases: an emerging diagnostic tool and biomarker for prognosis and efficacy publication-title: Ann. Neurol. – volume: 8 start-page: 552 year: 2020 ident: bib38 article-title: Advances in cardiovascular biomarker discovery publication-title: Biomedicines – start-page: 3 year: 2013 end-page: 41 ident: bib79 article-title: Functional Genomics, Proteomics, Metabolomics and Bioinformatics for Systems Biology, Systems Biology – volume: 66 start-page: 107 year: 2019 end-page: 122 ident: bib149 article-title: MRI and CT lung biomarkers: towards an in vivo understanding of lung biomechanics publication-title: Clin. Biomech. – volume: 22 start-page: 4 year: 2013 end-page: 11 ident: bib109 article-title: Tumor markers in clinical practice: a review focusing on common solid cancers publication-title: Med. Princ. Pract. – volume: 5 start-page: 81 year: 2005 end-page: 90 ident: bib183 article-title: Application of partial least squares discriminant analysis to two‐dimensional difference gel studies in expression proteomics publication-title: Proteomics – volume: 263 start-page: 192 year: 2017 end-page: 197 ident: bib60 article-title: Circulating malondialdehyde-modified low-density lipoprotein (MDA-LDL) as a novel predictor of clinical outcome after endovascular therapy in patients with peripheral artery disease (PAD) publication-title: Atherosclerosis – volume: 98 year: 2021 ident: bib84 article-title: The effectiveness of blood routine parameters and some biomarkers as a potential diagnostic tool in the diagnosis and prognosis of Covid-19 disease publication-title: Int. Immunopharm. – volume: 405 start-page: 837 year: 2000 end-page: 846 ident: bib73 article-title: Proteomics to study genes and genomes publication-title: Nature – volume: 12 start-page: 2057 year: 2016 ident: bib7 article-title: Mean platelet volume in bipolar disorder: the search for an ideal biomarker publication-title: Neuropsychiatric Dis. Treat. – volume: 143 year: 2020 ident: bib97 article-title: SARS-CoV-2 infection pathogenesis is related to oxidative stress as a response to aggression publication-title: Med. Hypotheses – volume: 68 start-page: 394 year: 2018 end-page: 424 ident: bib106 article-title: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries, CA publication-title: Cancer J. Clin. – volume: 21 start-page: 861 year: 2015 end-page: 872 ident: bib6 article-title: Biomarkers for bone tumors: discovery from genomics and proteomics studies and their challenges publication-title: Mol. Med. – volume: 10 start-page: 326 year: 2005 end-page: 334 ident: bib136 article-title: Discovery and development of biomarkers of neurological disease publication-title: Drug Discov. Today – start-page: 35 year: 2015 end-page: 45 ident: bib151 article-title: Pathophysiology of Inherited Metabolic Disease – volume: 12 start-page: 1 year: 2020 end-page: 17 ident: bib39 article-title: Imaging biomarkers in neurodegeneration: current and future practices publication-title: Alzheimer's Res. Ther. – volume: 16 year: 2019 ident: bib8 article-title: Biomarker-guided trials: challenges in practice publication-title: Contemp. Clin. Trials Commun. – volume: 61 start-page: 1056 year: 2015 end-page: 1065 ident: bib44 article-title: LI‐RADS (liver imaging reporting and data system): summary, discussion, and consensus of the LI‐RADS management working group and future directions publication-title: Hepatology – volume: 114 start-page: 1241 year: 2018 end-page: 1257 ident: bib135 article-title: A decade of genome-wide association studies for coronary artery disease: the challenges ahead publication-title: Cardiovasc. Res. – volume: 18 start-page: 1 year: 2019 end-page: 12 ident: bib130 article-title: Potential biomarkers of acute myocardial infarction based on weighted gene co-expression network analysis publication-title: Biomed. Eng. Online – volume: 11 start-page: 1522 year: 2020 ident: bib175 article-title: Fourier-transform infrared spectroscopy of skeletal muscle tissue: expanding biomarkers in primary mitochondrial myopathies publication-title: Genes – year: 2022 ident: bib100 article-title: An updated overview of recent advances, challenges, and clinical considerations of IL-6 signaling blockade in severe coronavirus disease 2019 (COVID-19) publication-title: Int. Immunopharm. – volume: 1 start-page: 182 year: 2004 end-page: 188 ident: bib5 article-title: Biomarkers: potential uses and limitations publication-title: NeuroRx – start-page: 1667 year: 2020 ident: bib157 article-title: Molecular biomarkers in drug-induced liver injury: challenges and future perspectives publication-title: Front. Pharmacol. – volume: 25 start-page: 1621 year: 2014 end-page: 1629 ident: bib178 article-title: Key concepts and limitations of statistical methods for evaluating biomarkers of kidney disease publication-title: JASN is J. Am. Soc. Nephrol. – volume: 4 start-page: 1677 year: 2019 end-page: 1688 ident: bib192 article-title: Developing biomarker panels to predict progression of acute kidney injury after cardiac surgery publication-title: Kidney Int. Rep. – volume: 69 start-page: 16 year: 2016 end-page: 40 ident: bib41 article-title: PI-RADS prostate imaging–reporting and data system: 2015, version 2 publication-title: Eur. Urol. – year: 2022 ident: bib137 article-title: Diagnostic Pharmacokinetics: How Brain-Derived Biomarkers Distribute through the Human Body, and How This Affects Their Diagnostic Significance-The Case of S100B – volume: 58 start-page: 127 year: 2012 end-page: 138 ident: bib122 article-title: Emerging biomarkers in heart failure publication-title: Clin. Chem. – volume: 69 start-page: 54 year: 2010 end-page: 60 ident: bib31 article-title: Gene–environment interaction between HLA-DRB1 shared epitope and heavy cigarette smoking in predicting incident rheumatoid arthritis publication-title: Ann. Rheum. Dis. – volume: 8 start-page: 4696 year: 2020 end-page: 4707 ident: bib176 article-title: Cysteine and homocysteine as biomarker of various diseases publication-title: Food Sci. Nutr. – volume: 5 start-page: 64 year: 2018 ident: bib159 article-title: Alanine aminotransferase as a monitoring biomarker in children with nonalcoholic fatty liver disease: a secondary analysis using TONIC trial data publication-title: Children – volume: 34 start-page: 1073 year: 2013 end-page: 1101 ident: bib74 article-title: Nanocarriers for the targeted treatment of ovarian cancers publication-title: Biomaterials – volume: 7 start-page: 1932 year: 1994 end-page: 1937 ident: bib146 article-title: Early decrease of serum Clara cell protein in silica-exposed workers publication-title: Eur. Respir. J. – volume: 42 start-page: 1578 year: 1992 ident: bib142 article-title: N‐acetyl‐L‐aspartate and other amino acid metabolites in Alzheimer's disease brain: a preliminary proton nuclear magnetic resonance study publication-title: Neurology – volume: 2 start-page: 635 year: 2006 ident: bib21 article-title: A biomarker by any other name publication-title: Nat. Clin. Pract. – volume: 3 start-page: 1 year: 2018 end-page: 6 ident: bib165 article-title: The role of fecal calprotectin in investigating digestive disorders publication-title: J. Lab Precis. Med – volume: 7 start-page: 109 year: 2018 end-page: 135 ident: bib68 article-title: A critical evaluation of wet biomarkers for Huntington's disease: current status and ways forward publication-title: J. Huntingt. Dis. – volume: 10 start-page: 965 year: 2005 end-page: 976 ident: bib61 article-title: Keynote review: recent advances in biomarkers for cancer diagnosis and treatment, Drug Discov publication-title: Today Off. – volume: 34 start-page: 223 year: 2020 end-page: 231 ident: bib101 article-title: IL-6 inhibitors in the treatment of serious COVID-19: a promising therapy? publication-title: Pharmaceut. Med. – volume: 110 start-page: 2168 year: 2004 end-page: 2174 ident: bib125 article-title: N-terminal–pro-brain natriuretic peptide predicts outcome after hospital discharge in heart failure patients publication-title: Circulation – volume: 324 start-page: 1077 year: 2002 end-page: 1080 ident: bib37 article-title: Computed tomography in clinical practice publication-title: Bmj – volume: 127 start-page: 245 year: 2015 end-page: 265 ident: bib20 article-title: Biomarkers publication-title: Handb. Clin. Neurol. – volume: 21 start-page: 585 year: 2010 end-page: 596 ident: bib145 article-title: Plasma gelsolin is decreased and correlates with rate of decline in Alzheimer's disease publication-title: J. Alzheim. Dis. – volume: 37 start-page: 125 year: 2018 end-page: 145 ident: bib70 article-title: Innovative methods for biomarker discovery in the evaluation and development of cancer precision therapies publication-title: Cancer Metastasis Rev. – volume: 100 year: 2021 ident: bib98 article-title: Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19 publication-title: Int. Immunopharm. – volume: 132 start-page: 194 year: 2015 end-page: 201 ident: bib77 article-title: Stimuli-responsive polyamine-DNA blend nanogels for co-delivery in cancer therapy publication-title: Colloids Surf., B – volume: 48 start-page: 13 year: 2018 end-page: 26 ident: bib40 article-title: Imaging biomarkers in oncology: basics and application to MRI publication-title: J. Magn. Reson. Imag. – volume: 40 start-page: 2613 year: 2004 end-page: 2622 ident: bib105 article-title: Circulating biomarkers from tumour bulk to tumour machinery: promises and pitfalls publication-title: Eur. J. Cancer – volume: 21 start-page: 6466 year: 2020 ident: bib58 article-title: A review of exosomal isolation methods: is size exclusion chromatography the best option? publication-title: Int. J. Mol. Sci. – volume: 2 start-page: 47 year: 2020 end-page: 48 ident: bib193 article-title: Statistical methods for the study of extracellular vesicles content and their potential as biomarkers of multiple myeloma aggressiveness publication-title: J. Statist. Health Decision – volume: 9 start-page: 1 year: 2019 end-page: 8 ident: bib155 article-title: D-Serine reflects kidney function and diseases publication-title: Sci. Rep. – volume: 43 start-page: 635 year: 2004 end-page: 641 ident: bib127 article-title: Predischarge B-type natriuretic peptide assay for identifying patients at high risk of re-admission after decompensated heart failure publication-title: J. Am. Coll. Cardiol. – volume: 38 start-page: 124 year: 2020 end-page: 136 ident: bib76 article-title: Gefitinib versus gefitinib plus pemetrexed and carboplatin chemotherapy in EGFR-mutated lung cancer publication-title: J. Clin. Oncol. – volume: 62 start-page: 1758 year: 2004 end-page: 1765 ident: bib139 article-title: Increased lipid peroxidation in sera of ALS patients: a potential biomarker of disease burden publication-title: Neurology – volume: 55 start-page: 1102 year: 2010 end-page: 1109 ident: bib119 article-title: Myeloperoxidase and C-reactive protein have combined utility for long-term prediction of cardiovascular mortality after coronary angiography publication-title: J. Am. Coll. Cardiol. – volume: 10 start-page: 933 year: 2008 end-page: 989 ident: bib123 article-title: ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure 2008 publication-title: Eur. J. Heart Fail. – volume: 118 start-page: 34 year: 2018 end-page: 40 ident: bib55 article-title: Serum bone biomarkers osteocalcin and pyridinoline in mares during pregnancy and lactation, and in foals during early post-natal life publication-title: Res. Vet. Sci. – volume: 14 start-page: 62 year: 2021 end-page: 74 ident: bib3 article-title: Fit‐for‐purpose biometric monitoring technologies: leveraging the laboratory biomarker experience publication-title: Clin. Transl. Sci. – volume: 38 start-page: 1474 year: 2020 end-page: 1494 ident: bib34 article-title: Molecular biomarkers in localized prostate cancer: ASCO guideline publication-title: J. Clin. Oncol. – volume: 19 start-page: 1853 year: 1998 end-page: 1861 ident: bib72 article-title: Proteome and proteomics: new technologies, new concepts, and new words publication-title: Electrophoresis – volume: 346 start-page: 1937 year: 2002 end-page: 1947 ident: bib28 article-title: The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma publication-title: N. Engl. J. Med. – year: 2022 ident: bib85 article-title: Automatic Detection of Severely and Mildly Infected COVID-19 Patients with Supervised Machine Learning Models – volume: 12 start-page: 8966 year: 2012 end-page: 8986 ident: bib67 article-title: Study designs and statistical analyses for biomarker research publication-title: Sensors – volume: 134 start-page: 15 year: 2021 end-page: 25 ident: bib177 article-title: Evaluation of biomarkers in critical care and perioperative MedicineA clinician's overview of traditional statistical methods and machine learning algorithms publication-title: Anesthesiology – volume: 64 year: 2022 ident: bib118 article-title: Biomarkers for heart failure and prognostic prediction in patients with Fontan circulation publication-title: Pediatr. Int. – volume: 12 year: 2021 ident: bib184 article-title: Applications of multivariate statistical and data mining analyses to the search for biomarkers of sensorineural hearing loss, tinnitus, and vestibular dysfunction publication-title: Front. Neurol. – volume: 390 start-page: 1327 year: 2008 end-page: 1342 ident: bib182 article-title: Application of partial least squares discriminant analysis and variable selection procedures: a 2D-PAGE proteomic study publication-title: Anal. Bioanal. Chem. – volume: 9 start-page: 2904 year: 2003 end-page: 2911 ident: bib114 article-title: Haptoglobin-α subunit as potential serum biomarker in ovarian cancer: identification and characterization using proteomic profiling and mass spectrometry publication-title: Clin. Cancer Res. – volume: 10 start-page: 25 year: 2019 ident: bib54 article-title: Potential therapeutic agent and/or biomarker in schizophrenia and depression? publication-title: Front. Psychiatr. – volume: 19 start-page: 1 year: 2019 end-page: 12 ident: bib69 article-title: Integrating germline and somatic variation information using genomic data for the discovery of biomarkers in prostate cancer publication-title: BMC Cancer – volume: 26 start-page: 226 year: 2017 end-page: 234 ident: bib128 article-title: Prognostic impact of BNP variations in patients admitted for acute decompensated heart failure with in-hospital worsening renal function publication-title: Heart Lung Circ. – volume: 30 start-page: 6221 year: 2020 end-page: 6227 ident: bib87 article-title: Any unique image biomarkers associated with COVID-19? publication-title: Eur. Radiol. – volume: 286 start-page: 29 year: 2018 end-page: 48 ident: bib43 article-title: Evidence supporting LI-RADS major features for CT-and MR imaging–based diagnosis of hepatocellular carcinoma: a systematic review publication-title: Radiology – volume: 59 start-page: 491 year: 2005 ident: bib14 article-title: Biomarkers and surrogate endpoints publication-title: Br. J. Clin. Pharmacol. – volume: 12 year: 2020 ident: bib94 article-title: Lactate dehydrogenase, an independent risk factor of severe COVID-19 patients: a retrospective and observational study publication-title: Aging (Albany N.Y.) – year: 2019 ident: bib163 article-title: Volatile organic compounds as biomarkers of gastrointestinal diseases and nutritional status publication-title: J. Anal. Chem. – volume: 15 start-page: 59 year: 2002 end-page: 68 ident: bib45 article-title: Computer-aided detection and diagnosis at the start of the third millennium publication-title: J. Digit. Imag. – volume: 3 start-page: 525 year: 2003 end-page: 529 ident: bib25 article-title: Biomarkers: current perspectives and future prospects publication-title: Expert Rev. Mol. Diagn. – volume: 409 start-page: 395 year: 2017 end-page: 410 ident: bib51 article-title: Glycans and glycoproteins as specific biomarkers for cancer publication-title: Anal. Bioanal. Chem. – volume: 69 start-page: 389 year: 2017 end-page: 399 ident: bib120 article-title: Effect of coenzyme Q10 on biomarkers of oxidative stress and cardiac function in hemodialysis patients: the CoQ10 biomarker trial publication-title: Am. J. Kidney Dis. – volume: 49 start-page: D1259 year: 2021 end-page: D1267 ident: bib18 article-title: MarkerDB: an online database of molecular biomarkers publication-title: Nucleic Acids Res. – volume: 326 start-page: 556 year: 2020 end-page: 598 ident: bib102 article-title: Emerging insights on drug delivery by fatty acid mediated synthesis of lipophilic prodrugs as novel nanomedicines publication-title: J. Contr. Release – volume: 41 start-page: 355 year: 2021 ident: bib152 article-title: Hepcidin-25 as a novel kidney biomarker for cardiac surgery-associated acute kidney injury publication-title: J. Lab. Med. – volume: 77 start-page: 20 year: 2020 end-page: 25 ident: bib161 article-title: Circulating PCSK9 is associated with liver biomarkers and hepatic steatosis publication-title: Clin. Biochem. – volume: 12 start-page: 197 year: 2015 end-page: 212 ident: bib1 article-title: Pragmatic issues in biomarker evaluation for targeted therapies in cancer publication-title: Nat. Rev. Clin. Oncol. – volume: 11 start-page: 432 year: 2020 ident: bib11 article-title: Biomarkers in psychiatry: concept, definition, types and relevance to the clinical reality publication-title: Front. Psychiatr. – volume: 67 start-page: 1833 year: 2006 end-page: 1836 ident: bib141 article-title: Elevated serum angiogenin levels in ALS publication-title: Neurology – volume: 20 year: 2014 ident: bib190 article-title: Biomarkers for pancreatic cancer: recent achievements in proteomics and genomics through classical and multivariate statistical methods publication-title: World J. Gastroenterol. – volume: 12 start-page: 527 year: 2020 ident: bib83 article-title: Prognostic value of cardiovascular biomarkers in COVID-19: a review publication-title: Viruses – volume: 119 start-page: 1901 year: 2019 end-page: 1919 ident: bib116 article-title: The use of biomarkers in clinical management guidelines: a critical appraisal publication-title: Thromb. Haemostasis – start-page: 317 year: 2013 end-page: 352 ident: bib64 article-title: Biomarkers: Discovery, Qualification and Application, Haschek and Rousseaux's Handbook of Toxicologic Pathology – volume: 91 year: 2019 ident: bib19 article-title: Biomarkers in stress related diseases/disorders: diagnostic, prognostic, and therapeutic values publication-title: Front. Mol. Biosci. – volume: 7 start-page: 1 year: 2002 end-page: 32 ident: bib150 article-title: Biomarkers of some pulmonary diseases in exhaled breath publication-title: Biomarkers – volume: 9 start-page: 227 year: 2018 end-page: 249 ident: bib78 article-title: Advances in understanding the molecular basis of the mediterranean diet effect publication-title: Rev. Food Sci. Technol. (Mysore) – volume: 31 start-page: 1757 year: 2022 end-page: 1777 ident: bib191 article-title: Statistical methods used to combine the effective reproduction number, R (t), and other related measures of COVID-19 in the UK publication-title: Stat. Methods Med. Res. – volume: 11 start-page: 1215 year: 2022 ident: bib26 article-title: Potential molecular biomarkers of central nervous system damage in breast cancer survivors publication-title: J. Clin. Med. – volume: 52 start-page: 997 year: 2008 end-page: 1003 ident: bib124 article-title: Prognostic value of changes in N-terminal pro-brain natriuretic peptide in val-HeFT (valsartan heart failure trial) publication-title: J. Am. Coll. Cardiol. – volume: 5 start-page: 811 year: 2020 end-page: 818 ident: bib88 article-title: Cardiovascular implications of fatal outcomes of patients with coronavirus disease 2019 (COVID-19) publication-title: JAMA Cardiol – volume: 8 year: 2014 ident: bib164 article-title: The human volatilome: volatile organic compounds (VOCs) in exhaled breath, skin emanations, urine, feces and saliva publication-title: J. Breath Res. – volume: 14 year: 2019 ident: bib30 article-title: Assessing the performance of genome-wide association studies for predicting disease risk publication-title: PLoS One – volume: 106 start-page: 3634 year: 2021 end-page: 3643 ident: bib112 article-title: Procalcitonin as an alternative tumor marker of medullary thyroid carcinoma publication-title: J. Clin. Endocrinol. – volume: 52 start-page: 1193 year: 2020 end-page: 1194 ident: bib92 article-title: Chronic kidney disease is associated with severe coronavirus disease 2019 (COVID-19) infection publication-title: Int. Urol. Nephrol. – volume: 36 start-page: E17 year: 2005 end-page: E19 ident: bib144 article-title: Soluble platelet glycoprotein V is a marker of thrombosis in patients with ischemic stroke publication-title: Stroke – volume: 3 start-page: 64 year: 2019 end-page: 66 ident: bib62 article-title: An overview on inflammatory biomarkers for diabetes mellitus publication-title: Madridge J. Diabetes – volume: 243 start-page: 213 year: 2018 end-page: 221 ident: bib10 article-title: Biomarker definitions and their applications publication-title: Exp. Biol. Med. – volume: 33 start-page: 1787 year: 2012 end-page: 1847 ident: bib121 article-title: ESC guidelines for the diagnosis and treatment of acute and chronic heart failure 2012: the task force for the diagnosis and treatment of acute and chronic heart failure 2012 of the European society of Cardiology. Developed in collaboration with the heart failure association (HFA) of the ESC publication-title: Eur. Heart J. – volume: 316 start-page: 1491 year: 2007 end-page: 1493 ident: bib133 article-title: A common variant on chromosome 9p21 affects the risk of myocardial infarction publication-title: Science – volume: 11 start-page: 597 year: 2015 end-page: 613 ident: bib16 article-title: Novel biomarkers for cardiovascular risk assessment: current status and future directions publication-title: Future Cardiol. – volume: 11 start-page: 175 year: 2021 ident: bib153 article-title: Plastic antibody of polypyrrole/multiwall carbon nanotubes on screen-printed electrodes for cystatin C detection publication-title: Biosensors – volume: 65 start-page: 376 year: 2020 end-page: 390 ident: bib169 article-title: The role of gastrointestinal-related fatty acid-binding proteins as biomarkers in gastrointestinal diseases publication-title: Dig. Dis. Sci. – volume: 357 start-page: 443 year: 2007 end-page: 453 ident: bib131 article-title: Genomewide association analysis of coronary artery disease publication-title: N. Engl. J. Med. – volume: 11 start-page: 1092 year: 2019 ident: bib27 article-title: Biomarkers of nutrition and health: new tools for new approaches publication-title: Nutrients – volume: 70 start-page: 776 year: 2017 end-page: 803 ident: bib129 article-title: ACC/AHA/HFSA focused update of the 2013 ACCF/AHA guideline for the management of heart failure: a report of the American college of Cardiology/American heart association task force on clinical practice guidelines and the heart failure society of America publication-title: J. Am. Coll. Cardiol. – volume: 105 year: 2022 ident: bib99 article-title: What is the impact and efficacy of routine immunological, biochemical and hematological biomarkers as predictors of COVID-19 mortality? publication-title: Int. Immunopharm. – volume: 16 start-page: 29 year: 2016 end-page: 35 ident: bib113 article-title: Serum microRNA-21 as a potential diagnostic biomarker for breast cancer: a systematic review and meta-analysis publication-title: Clin. Exp. Med. – volume: 65 start-page: e45 year: 2017 end-page: e80 ident: bib166 article-title: Infectious Diseases Society of America clinical practice guidelines for the diagnosis and management of infectious diarrhea publication-title: Clin. Infect. Dis. – volume: 60 start-page: 2151 year: 2019 end-page: 2162 ident: bib35 article-title: Imaging biomarkers of posttraumatic epileptogenesis publication-title: Epilepsia – volume: 137 year: 2007 ident: bib180 article-title: Statistical errors in medical research-a review of common pitfalls publication-title: Swiss Med. Wkly. – year: 2007 ident: bib82 article-title: Metabolome Analysis: an Introduction – volume: 13 start-page: 1104 year: 2011 end-page: 1110 ident: bib53 article-title: Kidney injury molecule‐1 and N‐acetyl‐ß‐d‐glucosaminidase in chronic heart failure: possible biomarkers of cardiorenal syndrome publication-title: Eur. J. Heart Fail. – volume: 6 start-page: 805 year: 2005 end-page: 814 ident: bib71 article-title: Metagenomics: DNA sequencing of environmental samples publication-title: Nat. Rev. Genet. – year: 2020 ident: bib90 article-title: Analysis Clinical Features of COVID-19 Infection in Secondary Epidemic Area and Report Potential Biomarkers in Evaluation – volume: 13 start-page: 189 year: 2011 end-page: 195 ident: bib81 article-title: ‘Omic’technologies: genomics, transcriptomics, proteomics and metabolomics publication-title: Obstet. Gynaecol. – volume: 41 start-page: 573 year: 2007 end-page: 585 ident: bib48 article-title: Molecular biomarkers publication-title: Drug Inf. J. – volume: 10 start-page: 215 year: 2020 ident: bib115 article-title: Liquid biopsy as novel tool in precision medicine: origins, properties, identification and clinical perspective of cancer's biomarkers publication-title: Diagnostics – volume: 3 year: 2014 ident: bib179 article-title: Biomarkers discovery through multivariate statistical methods: a review of recently developed methods and applications in proteomics publication-title: J. Proteonomics Bioinf. – volume: 67 start-page: 172 year: 2022 end-page: 181 ident: bib93 article-title: Serum ferritin as a predictive biomarker in COVID-19. A systematic review, meta-analysis and meta-regression analysis publication-title: J. Crit. Care – volume: 2014 year: 2014 ident: bib75 article-title: Proteomic approaches in biomarker discovery: new perspectives in cancer diagnostics publication-title: Sci. World J. – volume: 69 start-page: 89 year: 2001 end-page: 95 ident: bib4 article-title: Biomarkers and surrogate endpoints: preferred definitions and conceptual framework publication-title: Clin. Pharmacol. Ther. – volume: 2 start-page: 566 year: 2003 end-page: 580 ident: bib23 article-title: Clinical biomarkers in drug discovery and development publication-title: Nat. Rev. Drug Discov. – volume: 49 start-page: 1912 year: 2008 end-page: 1921 ident: bib46 article-title: A prospective evaluation of 18F-FDG and 11C-acetate PET/CT for detection of primary and metastatic hepatocellular carcinoma publication-title: J. Nucl. Med. – volume: 51 start-page: 47 year: 2005 end-page: 55 ident: bib91 article-title: Protein chip array profiling analysis in patients with severe acute respiratory syndrome identified serum amyloid a protein as a biomarker potentially useful in monitoring the extent of pneumonia publication-title: Clin. Chem. – volume: 44 start-page: 1 year: 2020 end-page: 12 ident: bib189 article-title: Detection of COVID-19 infection from routine blood exams with machine learning: a feasibility study publication-title: J. Med. Syst. – volume: 59 start-page: 233 year: 2005 end-page: 258 ident: bib49 article-title: Building the biomarker tree of life publication-title: Rev. Mineral. Geochem. – volume: 22 start-page: 70 year: 2017 ident: bib33 article-title: Biological activities of essential oils: from plant chemoecology to traditional healing systems publication-title: Molecules – volume: 75 start-page: 3081 year: 2012 end-page: 3097 ident: bib59 article-title: Discovery of biomarkers for gastric cancer: a proteomics approach publication-title: J. Proteome Res. – volume: 164 start-page: 249 year: 2019 end-page: 257 ident: bib147 article-title: Non-invasive quantification of malondialdehyde biomarker in human exhaled breath condensate using self-assembled organic-inorganic nanohybrid: a new platform for early diagnosis of lung disease publication-title: J. Pharm. Biomed. Anal. – volume: 10 start-page: 1 year: 2020 end-page: 14 ident: bib167 article-title: MicroRNAs as systemic biomarkers to assess distress in animal models for gastrointestinal diseases publication-title: Sci. Rep. – year: 2010 ident: bib22 article-title: The Handbook of Biomarkers – volume: 11 start-page: 2103 year: 2012 end-page: 2113 ident: bib65 article-title: Statistical considerations of optimal study design for human plasma proteomics and biomarker discovery publication-title: J. Proteome Res. – volume: 18 start-page: 2613 year: 2018 ident: bib168 article-title: Application of electronic-nose technologies and VOC-biomarkers for the noninvasive early diagnosis of gastrointestinal diseases publication-title: Sensors – volume: 31 start-page: 1195 year: 2017 end-page: 1203 ident: bib138 article-title: Biofluid biomarkers of traumatic brain injury publication-title: Brain Inj. – volume: 38 start-page: 401 year: 1957 end-page: 412 ident: bib12 article-title: Effect of homologous bone marrow injections in x-irradiated rabbits publication-title: Br. J. Exp. Pathol. – volume: 433 start-page: 111 year: 2014 end-page: 122 ident: bib160 article-title: Monitoring fibrogenic progression in the liver publication-title: Clin. Chim. Acta – volume: 38 start-page: 401 year: 1957 ident: 10.1016/j.heliyon.2023.e13323_bib12 article-title: Effect of homologous bone marrow injections in x-irradiated rabbits publication-title: Br. J. Exp. Pathol. – volume: 96 start-page: e798 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib172 article-title: Skeletal muscle magnetic resonance biomarkers in GNE myopathy publication-title: Neurology doi: 10.1212/WNL.0000000000011231 – volume: 8 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib164 article-title: The human volatilome: volatile organic compounds (VOCs) in exhaled breath, skin emanations, urine, feces and saliva publication-title: J. Breath Res. doi: 10.1088/1752-7155/8/3/034001 – volume: 752 start-page: 679 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib36 article-title: Positron emission tomography: principles, technology, and recent developments publication-title: Nucl. Phys. doi: 10.1016/j.nuclphysa.2005.02.067 – volume: 7 start-page: 1 year: 2002 ident: 10.1016/j.heliyon.2023.e13323_bib150 article-title: Biomarkers of some pulmonary diseases in exhaled breath publication-title: Biomarkers doi: 10.1080/13547500110104233 – volume: 73 start-page: R67 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib162 article-title: Disintegration of solid foods in human stomach publication-title: J. Food Sci. doi: 10.1111/j.1750-3841.2008.00766.x – volume: 119 start-page: 1901 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib116 article-title: The use of biomarkers in clinical management guidelines: a critical appraisal publication-title: Thromb. Haemostasis doi: 10.1055/s-0039-1696955 – volume: 405 start-page: 837 year: 2000 ident: 10.1016/j.heliyon.2023.e13323_bib73 article-title: Proteomics to study genes and genomes publication-title: Nature doi: 10.1038/35015709 – volume: 44 start-page: 1 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib189 article-title: Detection of COVID-19 infection from routine blood exams with machine learning: a feasibility study publication-title: J. Med. Syst. doi: 10.1007/s10916-020-01597-4 – volume: 13 start-page: 189 year: 2011 ident: 10.1016/j.heliyon.2023.e13323_bib81 article-title: ‘Omic’technologies: genomics, transcriptomics, proteomics and metabolomics publication-title: Obstet. Gynaecol. doi: 10.1576/toag.13.3.189.27672 – volume: 38 start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib117 article-title: Blood biomarkers for detection of brain injury in COVID-19 patients publication-title: J. Neurotrauma doi: 10.1089/neu.2020.7332 – volume: 2014 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib75 article-title: Proteomic approaches in biomarker discovery: new perspectives in cancer diagnostics publication-title: Sci. World J. doi: 10.1155/2014/260348 – volume: 60 start-page: 2151 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib35 article-title: Imaging biomarkers of posttraumatic epileptogenesis publication-title: Epilepsia doi: 10.1111/epi.16357 – volume: 31 start-page: 1757 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib191 article-title: Statistical methods used to combine the effective reproduction number, R (t), and other related measures of COVID-19 in the UK publication-title: Stat. Methods Med. Res. doi: 10.1177/09622802221109506 – volume: 2 start-page: 635 year: 2006 ident: 10.1016/j.heliyon.2023.e13323_bib21 article-title: A biomarker by any other name publication-title: Nat. Clin. Pract. doi: 10.1038/ncprheum0347 – volume: 9 start-page: 227 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib78 article-title: Advances in understanding the molecular basis of the mediterranean diet effect publication-title: Rev. Food Sci. Technol. (Mysore) doi: 10.1146/annurev-food-032217-020802 – volume: 106 start-page: 3634 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib112 article-title: Procalcitonin as an alternative tumor marker of medullary thyroid carcinoma publication-title: J. Clin. Endocrinol. – volume: 110 start-page: 2168 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib125 article-title: N-terminal–pro-brain natriuretic peptide predicts outcome after hospital discharge in heart failure patients publication-title: Circulation doi: 10.1161/01.CIR.0000144310.04433.BE – volume: 49 start-page: D1259 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib18 article-title: MarkerDB: an online database of molecular biomarkers publication-title: Nucleic Acids Res. doi: 10.1093/nar/gkaa1067 – volume: 10 start-page: 215 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib115 article-title: Liquid biopsy as novel tool in precision medicine: origins, properties, identification and clinical perspective of cancer's biomarkers publication-title: Diagnostics doi: 10.3390/diagnostics10040215 – volume: 8 start-page: 441 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib171 article-title: Skeletal muscle degenerative diseases and strategies for therapeutic muscle repair publication-title: Annu. Rev. Pathol. doi: 10.1146/annurev-pathol-011811-132450 – volume: 100 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib98 article-title: Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19 publication-title: Int. Immunopharm. doi: 10.1016/j.intimp.2021.108127 – volume: 58 start-page: 89 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib174 article-title: Biomarkers for prediction of skeletal disease progression in mucopolysaccharidosis type I publication-title: JIMD rep – volume: 243 start-page: 213 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib10 article-title: Biomarker definitions and their applications publication-title: Exp. Biol. Med. doi: 10.1177/1535370217750088 – volume: 69 start-page: 54 year: 2010 ident: 10.1016/j.heliyon.2023.e13323_bib31 article-title: Gene–environment interaction between HLA-DRB1 shared epitope and heavy cigarette smoking in predicting incident rheumatoid arthritis publication-title: Ann. Rheum. Dis. doi: 10.1136/ard.2008.102962 – volume: 25 start-page: 333 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib9 article-title: Biomarkers and personalized medicine: current status and further perspectives with special focus on dermatology publication-title: Exp. Dermatol. doi: 10.1111/exd.12948 – volume: 34 start-page: 3135 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib187 article-title: A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting publication-title: Neural Comput. Appl. doi: 10.1007/s00521-021-06548-9 – volume: 76 start-page: 9 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib15 article-title: Biomarkers—a general review publication-title: Curr. Protoc. – volume: 100 start-page: 7 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib50 article-title: Mass spectrometry for glycan biomarker discovery publication-title: Trends Anal. Chem. doi: 10.1016/j.trac.2017.12.015 – start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib186 article-title: Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method publication-title: Neural Comput. Appl. – volume: 6 start-page: 805 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib71 article-title: Metagenomics: DNA sequencing of environmental samples publication-title: Nat. Rev. Genet. doi: 10.1038/nrg1709 – volume: 4 start-page: 1 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib47 article-title: Pitfalls and limitations in translation from biomarker discovery to clinical utility in predictive and personalised medicine publication-title: EPMA J. doi: 10.1186/1878-5085-4-7 – start-page: 317 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib64 – volume: 65 start-page: 95 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib108 article-title: Molecular testing in breast cancer publication-title: Annu. Rev. Med. doi: 10.1146/annurev-med-070912-143853 – volume: 31 start-page: 1195 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib138 article-title: Biofluid biomarkers of traumatic brain injury publication-title: Brain Inj. doi: 10.1080/02699052.2017.1357836 – volume: 34 start-page: 223 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib101 article-title: IL-6 inhibitors in the treatment of serious COVID-19: a promising therapy? publication-title: Pharmaceut. Med. – volume: 12 start-page: 2057 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib7 article-title: Mean platelet volume in bipolar disorder: the search for an ideal biomarker publication-title: Neuropsychiatric Dis. Treat. doi: 10.2147/NDT.S112374 – volume: 5 start-page: 588 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib107 article-title: Strategies for discovering novel cancer biomarkers through utilization of emerging technologies publication-title: Nat. Clin. Pract. Oncol. doi: 10.1038/ncponc1187 – start-page: 3 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib79 – volume: 12 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib94 article-title: Lactate dehydrogenase, an independent risk factor of severe COVID-19 patients: a retrospective and observational study publication-title: Aging (Albany N.Y.) – volume: 316 start-page: 1491 year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib133 article-title: A common variant on chromosome 9p21 affects the risk of myocardial infarction publication-title: Science doi: 10.1126/science.1142842 – volume: 11 start-page: 1092 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib27 article-title: Biomarkers of nutrition and health: new tools for new approaches publication-title: Nutrients doi: 10.3390/nu11051092 – start-page: 221 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib156 – volume: 9 start-page: 2904 year: 2003 ident: 10.1016/j.heliyon.2023.e13323_bib114 article-title: Haptoglobin-α subunit as potential serum biomarker in ovarian cancer: identification and characterization using proteomic profiling and mass spectrometry publication-title: Clin. Cancer Res. – volume: 3 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib179 article-title: Biomarkers discovery through multivariate statistical methods: a review of recently developed methods and applications in proteomics publication-title: J. Proteonomics Bioinf. – volume: 18 start-page: 1 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib130 article-title: Potential biomarkers of acute myocardial infarction based on weighted gene co-expression network analysis publication-title: Biomed. Eng. Online doi: 10.1186/s12938-019-0625-6 – volume: 346 start-page: 1937 year: 2002 ident: 10.1016/j.heliyon.2023.e13323_bib28 article-title: The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa012914 – volume: 48 start-page: 13 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib40 article-title: Imaging biomarkers in oncology: basics and application to MRI publication-title: J. Magn. Reson. Imag. doi: 10.1002/jmri.26058 – volume: 5 start-page: 819 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib89 article-title: Cardiac involvement in a patient with coronavirus disease 2019 (COVID-19) publication-title: JAMA Cardiol doi: 10.1001/jamacardio.2020.1096 – volume: 52 start-page: 1193 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib92 article-title: Chronic kidney disease is associated with severe coronavirus disease 2019 (COVID-19) infection publication-title: Int. Urol. Nephrol. doi: 10.1007/s11255-020-02451-9 – volume: 143 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib97 article-title: SARS-CoV-2 infection pathogenesis is related to oxidative stress as a response to aggression publication-title: Med. Hypotheses doi: 10.1016/j.mehy.2020.110102 – volume: 12 start-page: 197 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib1 article-title: Pragmatic issues in biomarker evaluation for targeted therapies in cancer publication-title: Nat. Rev. Clin. Oncol. doi: 10.1038/nrclinonc.2014.202 – year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib85 – volume: 67 start-page: 172 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib93 article-title: Serum ferritin as a predictive biomarker in COVID-19. A systematic review, meta-analysis and meta-regression analysis publication-title: J. Crit. Care doi: 10.1016/j.jcrc.2021.09.023 – volume: 26 start-page: 226 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib128 article-title: Prognostic impact of BNP variations in patients admitted for acute decompensated heart failure with in-hospital worsening renal function publication-title: Heart Lung Circ. doi: 10.1016/j.hlc.2016.06.1205 – volume: 59 start-page: 421 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib188 article-title: Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests publication-title: Clin. Chem. Lab. Med. doi: 10.1515/cclm-2020-1294 – volume: 18 start-page: 2613 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib168 article-title: Application of electronic-nose technologies and VOC-biomarkers for the noninvasive early diagnosis of gastrointestinal diseases publication-title: Sensors doi: 10.3390/s18082613 – volume: 2 start-page: 566 year: 2003 ident: 10.1016/j.heliyon.2023.e13323_bib23 article-title: Clinical biomarkers in drug discovery and development publication-title: Nat. Rev. Drug Discov. doi: 10.1038/nrd1130 – volume: 36 start-page: E17 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib144 article-title: Soluble platelet glycoprotein V is a marker of thrombosis in patients with ischemic stroke publication-title: Stroke doi: 10.1161/01.STR.0000155738.02753.4d – volume: 4 start-page: 1677 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib192 article-title: Developing biomarker panels to predict progression of acute kidney injury after cardiac surgery publication-title: Kidney Int. Rep. doi: 10.1016/j.ekir.2019.08.017 – volume: 286 start-page: 29 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib43 article-title: Evidence supporting LI-RADS major features for CT-and MR imaging–based diagnosis of hepatocellular carcinoma: a systematic review publication-title: Radiology doi: 10.1148/radiol.2017170554 – volume: 409 start-page: 395 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib51 article-title: Glycans and glycoproteins as specific biomarkers for cancer publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-016-9880-6 – volume: 19 start-page: 1853 year: 1998 ident: 10.1016/j.heliyon.2023.e13323_bib72 article-title: Proteome and proteomics: new technologies, new concepts, and new words publication-title: Electrophoresis doi: 10.1002/elps.1150191103 – volume: 8 start-page: 459 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib170 article-title: Urinary metabolites as noninvasive biomarkers of gastrointestinal diseases: a clinical review publication-title: World J. Gastrointest. Oncol. doi: 10.4251/wjgo.v8.i5.459 – volume: 21 start-page: 245 year: 2001 ident: 10.1016/j.heliyon.2023.e13323_bib17 article-title: Biomarkers as biological indicators of xenobiotic exposure publication-title: J. Appl. Toxicol. doi: 10.1002/jat.769 – volume: 67 start-page: 1833 year: 2006 ident: 10.1016/j.heliyon.2023.e13323_bib141 article-title: Elevated serum angiogenin levels in ALS publication-title: Neurology doi: 10.1212/01.wnl.0000244466.46020.47 – year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib137 – volume: 7 start-page: 1932 year: 1994 ident: 10.1016/j.heliyon.2023.e13323_bib146 article-title: Early decrease of serum Clara cell protein in silica-exposed workers publication-title: Eur. Respir. J. doi: 10.1183/09031936.94.07111932 – volume: 46 start-page: 2050 year: 2000 ident: 10.1016/j.heliyon.2023.e13323_bib158 article-title: Diagnosis and monitoring of hepatic injury. II. Recommendations for use of laboratory tests in screening, diagnosis, and monitoring publication-title: Clin. Chem. doi: 10.1093/clinchem/46.12.2050 – year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib100 article-title: An updated overview of recent advances, challenges, and clinical considerations of IL-6 signaling blockade in severe coronavirus disease 2019 (COVID-19) publication-title: Int. Immunopharm. doi: 10.1016/j.intimp.2022.108536 – volume: 65 start-page: e45 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib166 article-title: Infectious Diseases Society of America clinical practice guidelines for the diagnosis and management of infectious diarrhea publication-title: Clin. Infect. Dis. doi: 10.1093/cid/cix669 – volume: 7 start-page: 1 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib134 article-title: Circular non-coding RNA ANRIL modulates ribosomal RNA maturation and atherosclerosis in humans publication-title: Nat. Commun. doi: 10.1038/ncomms12429 – start-page: 1 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib24 article-title: Obesity affects type 2 biomarker levels in asthma publication-title: J. Asthma – volume: 88 start-page: 669 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib173 article-title: MRI in neuromuscular diseases: an emerging diagnostic tool and biomarker for prognosis and efficacy publication-title: Ann. Neurol. doi: 10.1002/ana.25804 – start-page: 1667 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib157 article-title: Molecular biomarkers in drug-induced liver injury: challenges and future perspectives publication-title: Front. Pharmacol. doi: 10.3389/fphar.2019.01667 – volume: 22 start-page: 70 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib33 article-title: Biological activities of essential oils: from plant chemoecology to traditional healing systems publication-title: Molecules doi: 10.3390/molecules22010070 – volume: 40 start-page: 2613 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib105 article-title: Circulating biomarkers from tumour bulk to tumour machinery: promises and pitfalls publication-title: Eur. J. Cancer doi: 10.1016/j.ejca.2004.07.031 – volume: 6 start-page: 89 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib104 article-title: Molecular signatures of biomarkers in cancer development, diagn osis, and its prognostic accuracy publication-title: Curr. Biomark. – volume: 33 start-page: 1787 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib121 publication-title: Eur. Heart J. doi: 10.1093/eurheartj/ehs104 – volume: 134 start-page: 15 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib177 article-title: Evaluation of biomarkers in critical care and perioperative MedicineA clinician's overview of traditional statistical methods and machine learning algorithms publication-title: Anesthesiology doi: 10.1097/ALN.0000000000003600 – volume: 3 start-page: 525 year: 2003 ident: 10.1016/j.heliyon.2023.e13323_bib25 article-title: Biomarkers: current perspectives and future prospects publication-title: Expert Rev. Mol. Diagn. doi: 10.1586/14737159.3.5.525 – volume: 75 start-page: 3081 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib59 article-title: Discovery of biomarkers for gastric cancer: a proteomics approach publication-title: J. Proteome Res. doi: 10.1016/j.jprot.2012.03.046 – volume: 65 start-page: 376 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib169 article-title: The role of gastrointestinal-related fatty acid-binding proteins as biomarkers in gastrointestinal diseases publication-title: Dig. Dis. Sci. doi: 10.1007/s10620-019-05841-x – volume: 12 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib184 article-title: Applications of multivariate statistical and data mining analyses to the search for biomarkers of sensorineural hearing loss, tinnitus, and vestibular dysfunction publication-title: Front. Neurol. doi: 10.3389/fneur.2021.627294 – year: 2010 ident: 10.1016/j.heliyon.2023.e13323_bib22 – volume: 38 start-page: 124 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib76 article-title: Gefitinib versus gefitinib plus pemetrexed and carboplatin chemotherapy in EGFR-mutated lung cancer publication-title: J. Clin. Oncol. doi: 10.1200/JCO.19.01154 – volume: 10 start-page: 933 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib123 article-title: ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure 2008 publication-title: Eur. J. Heart Fail. – volume: 10 start-page: 965 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib61 article-title: Keynote review: recent advances in biomarkers for cancer diagnosis and treatment, Drug Discov publication-title: Today Off. – volume: 326 start-page: 556 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib102 article-title: Emerging insights on drug delivery by fatty acid mediated synthesis of lipophilic prodrugs as novel nanomedicines publication-title: J. Contr. Release doi: 10.1016/j.jconrel.2020.07.012 – year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib29 – volume: 22 start-page: 4 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib109 article-title: Tumor markers in clinical practice: a review focusing on common solid cancers publication-title: Med. Princ. Pract. doi: 10.1159/000338393 – volume: 42 start-page: 1578 year: 1992 ident: 10.1016/j.heliyon.2023.e13323_bib142 article-title: N‐acetyl‐L‐aspartate and other amino acid metabolites in Alzheimer's disease brain: a preliminary proton nuclear magnetic resonance study publication-title: Neurology doi: 10.1212/WNL.42.8.1578 – volume: 37 start-page: 125 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib70 article-title: Innovative methods for biomarker discovery in the evaluation and development of cancer precision therapies publication-title: Cancer Metastasis Rev. doi: 10.1007/s10555-017-9710-0 – volume: 187 start-page: 433 year: 1993 ident: 10.1016/j.heliyon.2023.e13323_bib143 article-title: Alzheimer disease: depiction of increased cerebral myo-inositol with proton MR spectroscopy publication-title: Radiology doi: 10.1148/radiology.187.2.8475286 – volume: 7 start-page: 109 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib68 article-title: A critical evaluation of wet biomarkers for Huntington's disease: current status and ways forward publication-title: J. Huntingt. Dis. doi: 10.3233/JHD-170273 – volume: 22 start-page: 4820 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib95 article-title: Diagnosis and Prognosis of COVID-19 disease using routine blood values and LogNNet neural network publication-title: Sensors doi: 10.3390/s22134820 – volume: 43 start-page: 354 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib148 article-title: Clinical utility of pleural fluid YKL-40 as a marker of malignant pleural effusion publication-title: Curr. Probl. Cancer doi: 10.1016/j.currproblcancer.2018.10.001 – volume: 51 start-page: 47 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib91 article-title: Protein chip array profiling analysis in patients with severe acute respiratory syndrome identified serum amyloid a protein as a biomarker potentially useful in monitoring the extent of pneumonia publication-title: Clin. Chem. doi: 10.1373/clinchem.2004.031229 – volume: 316 start-page: 1488 year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib132 article-title: A common allele on chromosome 9 associated with coronary heart disease publication-title: Science doi: 10.1126/science.1142447 – volume: 20 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib190 article-title: Biomarkers for pancreatic cancer: recent achievements in proteomics and genomics through classical and multivariate statistical methods publication-title: World J. Gastroenterol. doi: 10.3748/wjg.v20.i37.13325 – volume: 5 start-page: 811 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib88 article-title: Cardiovascular implications of fatal outcomes of patients with coronavirus disease 2019 (COVID-19) publication-title: JAMA Cardiol doi: 10.1001/jamacardio.2020.1017 – volume: 98 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib84 article-title: The effectiveness of blood routine parameters and some biomarkers as a potential diagnostic tool in the diagnosis and prognosis of Covid-19 disease publication-title: Int. Immunopharm. doi: 10.1016/j.intimp.2021.107838 – volume: 64 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib118 article-title: Biomarkers for heart failure and prognostic prediction in patients with Fontan circulation publication-title: Pediatr. Int. doi: 10.1111/ped.14983 – volume: 55 start-page: 1102 year: 2010 ident: 10.1016/j.heliyon.2023.e13323_bib119 article-title: Myeloperoxidase and C-reactive protein have combined utility for long-term prediction of cardiovascular mortality after coronary angiography publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2009.11.050 – volume: 8 start-page: 4696 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib176 article-title: Cysteine and homocysteine as biomarker of various diseases publication-title: Food Sci. Nutr. doi: 10.1002/fsn3.1818 – volume: 324 start-page: 1077 year: 2002 ident: 10.1016/j.heliyon.2023.e13323_bib37 article-title: Computed tomography in clinical practice publication-title: Bmj doi: 10.1136/bmj.324.7345.1077 – volume: 68 start-page: 394 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib106 article-title: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries, CA publication-title: Cancer J. Clin. doi: 10.3322/caac.21492 – year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib110 – volume: 48 start-page: 981 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib154 article-title: Urinary kidney biomarker panel detects preclinical antisense oligonucleotide-induced tubular toxicity publication-title: Toxicol. Pathol. doi: 10.1177/0192623320964391 – volume: 59 start-page: 491 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib14 article-title: Biomarkers and surrogate endpoints publication-title: Br. J. Clin. Pharmacol. doi: 10.1111/j.1365-2125.2005.02435.x – volume: 62 start-page: 1758 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib139 article-title: Increased lipid peroxidation in sera of ALS patients: a potential biomarker of disease burden publication-title: Neurology doi: 10.1212/WNL.62.10.1758 – volume: 114 start-page: 1241 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib135 article-title: A decade of genome-wide association studies for coronary artery disease: the challenges ahead publication-title: Cardiovasc. Res. – volume: 12 start-page: 1 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib39 article-title: Imaging biomarkers in neurodegeneration: current and future practices publication-title: Alzheimer's Res. Ther. doi: 10.1186/s13195-020-00612-7 – volume: 357 start-page: 443 year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib131 article-title: Genomewide association analysis of coronary artery disease publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa072366 – volume: 66 start-page: 107 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib149 article-title: MRI and CT lung biomarkers: towards an in vivo understanding of lung biomechanics publication-title: Clin. Biomech. doi: 10.1016/j.clinbiomech.2017.09.016 – volume: 164 start-page: 249 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib147 article-title: Non-invasive quantification of malondialdehyde biomarker in human exhaled breath condensate using self-assembled organic-inorganic nanohybrid: a new platform for early diagnosis of lung disease publication-title: J. Pharm. Biomed. Anal. doi: 10.1016/j.jpba.2018.10.048 – volume: 73 start-page: 31 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib52 article-title: Effect of intensive blood pressure lowering on kidney tubule injury: findings from the ACCORD trial study participants publication-title: Am. J. Kidney Dis. doi: 10.1053/j.ajkd.2018.07.016 – volume: 21 start-page: 861 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib6 article-title: Biomarkers for bone tumors: discovery from genomics and proteomics studies and their challenges publication-title: Mol. Med. doi: 10.2119/molmed.2015.00183 – volume: 70 start-page: 776 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib129 article-title: ACC/AHA/HFSA focused update of the 2013 ACCF/AHA guideline for the management of heart failure: a report of the American college of Cardiology/American heart association task force on clinical practice guidelines and the heart failure society of America publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2017.04.025 – volume: 3 start-page: 1 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib165 article-title: The role of fecal calprotectin in investigating digestive disorders publication-title: J. Lab Precis. Med doi: 10.21037/jlpm.2018.02.03 – volume: 69 start-page: 89 year: 2001 ident: 10.1016/j.heliyon.2023.e13323_bib4 article-title: Biomarkers and surrogate endpoints: preferred definitions and conceptual framework publication-title: Clin. Pharmacol. Ther. doi: 10.1067/mcp.2001.113989 – volume: 30 start-page: 6221 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib87 article-title: Any unique image biomarkers associated with COVID-19? publication-title: Eur. Radiol. doi: 10.1007/s00330-020-06956-w – volume: 5 start-page: 81 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib183 article-title: Application of partial least squares discriminant analysis to two‐dimensional difference gel studies in expression proteomics publication-title: Proteomics doi: 10.1002/pmic.200400881 – volume: 16 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib8 article-title: Biomarker-guided trials: challenges in practice publication-title: Contemp. Clin. Trials Commun. doi: 10.1016/j.conctc.2019.100493 – volume: 126 start-page: 338 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib181 article-title: Unadjusted bivariate two-group comparisons: when simpler is better publication-title: Anesth. Analg. doi: 10.1213/ANE.0000000000002636 – volume: 61 start-page: 1056 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib44 article-title: LI‐RADS (liver imaging reporting and data system): summary, discussion, and consensus of the LI‐RADS management working group and future directions publication-title: Hepatology doi: 10.1002/hep.27304 – volume: 3 start-page: 64 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib62 article-title: An overview on inflammatory biomarkers for diabetes mellitus publication-title: Madridge J. Diabetes doi: 10.18689/mjd-1000112 – volume: 118 start-page: 34 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib55 article-title: Serum bone biomarkers osteocalcin and pyridinoline in mares during pregnancy and lactation, and in foals during early post-natal life publication-title: Res. Vet. Sci. doi: 10.1016/j.rvsc.2018.01.007 – volume: 21 start-page: 585 year: 2010 ident: 10.1016/j.heliyon.2023.e13323_bib145 article-title: Plasma gelsolin is decreased and correlates with rate of decline in Alzheimer's disease publication-title: J. Alzheim. Dis. doi: 10.3233/JAD-2010-100279 – volume: 137 year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib180 article-title: Statistical errors in medical research-a review of common pitfalls publication-title: Swiss Med. Wkly. – volume: 105 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib99 article-title: What is the impact and efficacy of routine immunological, biochemical and hematological biomarkers as predictors of COVID-19 mortality? publication-title: Int. Immunopharm. – volume: 69 start-page: 389 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib120 article-title: Effect of coenzyme Q10 on biomarkers of oxidative stress and cardiac function in hemodialysis patients: the CoQ10 biomarker trial publication-title: Am. J. Kidney Dis. doi: 10.1053/j.ajkd.2016.08.041 – volume: 390 start-page: 1327 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib182 article-title: Application of partial least squares discriminant analysis and variable selection procedures: a 2D-PAGE proteomic study publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-008-1837-y – start-page: 35 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib151 – volume: 15 start-page: 59 year: 2002 ident: 10.1016/j.heliyon.2023.e13323_bib45 article-title: Computer-aided detection and diagnosis at the start of the third millennium publication-title: J. Digit. Imag. doi: 10.1007/s10278-002-0011-x – volume: 19 start-page: 1 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib69 article-title: Integrating germline and somatic variation information using genomic data for the discovery of biomarkers in prostate cancer publication-title: BMC Cancer doi: 10.1186/s12885-019-5440-8 – volume: 127 start-page: 245 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib20 article-title: Biomarkers publication-title: Handb. Clin. Neurol. doi: 10.1016/B978-0-444-52892-6.00016-7 – volume: 5 start-page: 64 year: 2018 ident: 10.1016/j.heliyon.2023.e13323_bib159 article-title: Alanine aminotransferase as a monitoring biomarker in children with nonalcoholic fatty liver disease: a secondary analysis using TONIC trial data publication-title: Children doi: 10.3390/children5060064 – volume: 750 start-page: 82 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib185 article-title: NMR and pattern recognition methods in metabolomics: from data acquisition to biomarker discovery: a review publication-title: Anal. Chim. Acta doi: 10.1016/j.aca.2012.05.049 – volume: 263 start-page: 192 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib60 article-title: Circulating malondialdehyde-modified low-density lipoprotein (MDA-LDL) as a novel predictor of clinical outcome after endovascular therapy in patients with peripheral artery disease (PAD) publication-title: Atherosclerosis doi: 10.1016/j.atherosclerosis.2017.06.029 – volume: 11 start-page: 432 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib11 article-title: Biomarkers in psychiatry: concept, definition, types and relevance to the clinical reality publication-title: Front. Psychiatr. doi: 10.3389/fpsyt.2020.00432 – volume: 433 start-page: 111 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib160 article-title: Monitoring fibrogenic progression in the liver publication-title: Clin. Chim. Acta doi: 10.1016/j.cca.2014.02.021 – volume: 36 start-page: 259 year: 1949 ident: 10.1016/j.heliyon.2023.e13323_bib13 article-title: Evidence excluding mutations, polysomy, and polyploidy as possible causes of non-Mendelian segregations in Saccharomyces publication-title: Ann. Mo. Bot. Gard. doi: 10.2307/2394394 – volume: 14 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib30 article-title: Assessing the performance of genome-wide association studies for predicting disease risk publication-title: PLoS One doi: 10.1371/journal.pone.0220215 – volume: 66 start-page: 1218 year: 2006 ident: 10.1016/j.heliyon.2023.e13323_bib140 article-title: Identification of potential CSF biomarkers in ALS publication-title: Neurology doi: 10.1212/01.wnl.0000203129.82104.07 – volume: 110 start-page: 1780 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib126 article-title: Prognostic impact of plasma N-terminal pro–brain natriuretic peptide in severe chronic congestive heart failure: a substudy of the Carvedilol Prospective Randomized Cumulative Survival (COPERNICUS) trial publication-title: Circulation doi: 10.1161/01.CIR.0000143059.68996.A7 – volume: 11 start-page: 597 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib16 article-title: Novel biomarkers for cardiovascular risk assessment: current status and future directions publication-title: Future Cardiol. doi: 10.2217/fca.15.39 – volume: 69 start-page: 16 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib41 article-title: PI-RADS prostate imaging–reporting and data system: 2015, version 2 publication-title: Eur. Urol. doi: 10.1016/j.eururo.2015.08.052 – volume: 11 start-page: 1215 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib26 article-title: Potential molecular biomarkers of central nervous system damage in breast cancer survivors publication-title: J. Clin. Med. doi: 10.3390/jcm11051215 – volume: 77 start-page: 20 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib161 article-title: Circulating PCSK9 is associated with liver biomarkers and hepatic steatosis publication-title: Clin. Biochem. doi: 10.1016/j.clinbiochem.2020.01.003 – volume: 11 start-page: 175 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib153 article-title: Plastic antibody of polypyrrole/multiwall carbon nanotubes on screen-printed electrodes for cystatin C detection publication-title: Biosensors doi: 10.3390/bios11060175 – volume: 14 start-page: 62 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib3 article-title: Fit‐for‐purpose biometric monitoring technologies: leveraging the laboratory biomarker experience publication-title: Clin. Transl. Sci. doi: 10.1111/cts.12865 – volume: 38 start-page: 1474 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib34 article-title: Molecular biomarkers in localized prostate cancer: ASCO guideline publication-title: J. Clin. Oncol. doi: 10.1200/JCO.19.02768 – volume: 22 start-page: 7886 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib96 article-title: Machine learning sensors for diagnosis of COVID-19 disease using routine blood values for Internet of Things application publication-title: Sensors doi: 10.3390/s22207886 – volume: 2 start-page: 47 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib193 article-title: Statistical methods for the study of extracellular vesicles content and their potential as biomarkers of multiple myeloma aggressiveness publication-title: J. Statist. Health Decision – volume: 58 start-page: 127 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib122 article-title: Emerging biomarkers in heart failure publication-title: Clin. Chem. doi: 10.1373/clinchem.2011.165720 – volume: 34 start-page: 1073 year: 2013 ident: 10.1016/j.heliyon.2023.e13323_bib74 article-title: Nanocarriers for the targeted treatment of ovarian cancers publication-title: Biomaterials doi: 10.1016/j.biomaterials.2012.10.055 – start-page: 798 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib86 article-title: A review on coronavirus family persistency and considerations of novel type, COVID-19 features publication-title: Eurasian Chem. Commun. doi: 10.33945/SAMI/ECC.2020.7.7 – volume: 1 start-page: 182 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib5 article-title: Biomarkers: potential uses and limitations publication-title: NeuroRx doi: 10.1602/neurorx.1.2.182 – volume: 28 start-page: 3140 year: 2022 ident: 10.1016/j.heliyon.2023.e13323_bib103 article-title: Applications of nanotechnology-based approaches to overcome multi-drug resistance in cancer publication-title: Curr. Pharmaceut. Des. doi: 10.2174/1381612828666220401142300 – volume: 132 start-page: 194 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib77 article-title: Stimuli-responsive polyamine-DNA blend nanogels for co-delivery in cancer therapy publication-title: Colloids Surf., B doi: 10.1016/j.colsurfb.2015.04.064 – volume: 21 start-page: 6466 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib58 article-title: A review of exosomal isolation methods: is size exclusion chromatography the best option? publication-title: Int. J. Mol. Sci. doi: 10.3390/ijms21186466 – start-page: 831 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib2 – volume: 25 start-page: 1621 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib178 article-title: Key concepts and limitations of statistical methods for evaluating biomarkers of kidney disease publication-title: JASN is J. Am. Soc. Nephrol. doi: 10.1681/ASN.2013121300 – volume: 12 start-page: 8966 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib67 article-title: Study designs and statistical analyses for biomarker research publication-title: Sensors doi: 10.3390/s120708966 – volume: 33 start-page: 1 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib111 article-title: K-Ras mutation detection in liquid biopsy and tumor tissue as prognostic biomarker in patients with pancreatic cancer: a systematic review with meta-analysis publication-title: Med. Oncol. doi: 10.1007/s12032-016-0777-1 – volume: 49 start-page: 1912 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib46 article-title: A prospective evaluation of 18F-FDG and 11C-acetate PET/CT for detection of primary and metastatic hepatocellular carcinoma publication-title: J. Nucl. Med. doi: 10.2967/jnumed.108.055087 – volume: 12 start-page: 527 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib83 article-title: Prognostic value of cardiovascular biomarkers in COVID-19: a review publication-title: Viruses doi: 10.3390/v12050527 – volume: 10 start-page: 1551 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib80 article-title: Metabolomics: from pattern recognition to biological interpretation publication-title: Drug Discov. Today doi: 10.1016/S1359-6446(05)03609-3 – volume: 9 start-page: 1 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib155 article-title: D-Serine reflects kidney function and diseases publication-title: Sci. Rep. doi: 10.1038/s41598-019-41608-0 – year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib90 – volume: 91 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib19 article-title: Biomarkers in stress related diseases/disorders: diagnostic, prognostic, and therapeutic values publication-title: Front. Mol. Biosci. – volume: 31 start-page: 177 year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib32 article-title: Biomarkers: background, classification and guidelines for applications in nutritional epidemiology publication-title: Nutr. Hosp. – volume: 41 start-page: 573 year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib48 article-title: Molecular biomarkers publication-title: Drug Inf. J. doi: 10.1177/009286150704100504 – volume: 11 start-page: 2103 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib65 article-title: Statistical considerations of optimal study design for human plasma proteomics and biomarker discovery publication-title: J. Proteome Res. doi: 10.1021/pr200636x – volume: 59 start-page: 233 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib49 article-title: Building the biomarker tree of life publication-title: Rev. Mineral. Geochem. doi: 10.2138/rmg.2005.59.10 – year: 2007 ident: 10.1016/j.heliyon.2023.e13323_bib82 – volume: 10 start-page: 1 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib167 article-title: MicroRNAs as systemic biomarkers to assess distress in animal models for gastrointestinal diseases publication-title: Sci. Rep. doi: 10.1038/s41598-020-73972-7 – volume: 10 start-page: 25 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib54 article-title: Potential therapeutic agent and/or biomarker in schizophrenia and depression? publication-title: Front. Psychiatr. doi: 10.3389/fpsyt.2019.00025 – volume: 42 start-page: 1350 year: 2012 ident: 10.1016/j.heliyon.2023.e13323_bib66 article-title: Better cancer biomarker discovery through better study design publication-title: Eur. J. Clin. Invest. doi: 10.1111/j.1365-2362.2012.02727.x – volume: 41 start-page: 355 year: 2021 ident: 10.1016/j.heliyon.2023.e13323_bib152 article-title: Hepcidin-25 as a novel kidney biomarker for cardiac surgery-associated acute kidney injury publication-title: J. Lab. Med. – volume: 8 start-page: 552 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib38 article-title: Advances in cardiovascular biomarker discovery publication-title: Biomedicines doi: 10.3390/biomedicines8120552 – volume: 13 start-page: 1104 year: 2011 ident: 10.1016/j.heliyon.2023.e13323_bib53 article-title: Kidney injury molecule‐1 and N‐acetyl‐ß‐d‐glucosaminidase in chronic heart failure: possible biomarkers of cardiorenal syndrome publication-title: Eur. J. Heart Fail. doi: 10.1093/eurjhf/hfr102 – volume: 16 start-page: 29 year: 2016 ident: 10.1016/j.heliyon.2023.e13323_bib113 article-title: Serum microRNA-21 as a potential diagnostic biomarker for breast cancer: a systematic review and meta-analysis publication-title: Clin. Exp. Med. doi: 10.1007/s10238-014-0332-3 – year: 2015 ident: 10.1016/j.heliyon.2023.e13323_bib63 – volume: 11 start-page: 1522 year: 2020 ident: 10.1016/j.heliyon.2023.e13323_bib175 article-title: Fourier-transform infrared spectroscopy of skeletal muscle tissue: expanding biomarkers in primary mitochondrial myopathies publication-title: Genes doi: 10.3390/genes11121522 – volume: 52 start-page: 997 year: 2008 ident: 10.1016/j.heliyon.2023.e13323_bib124 article-title: Prognostic value of changes in N-terminal pro-brain natriuretic peptide in val-HeFT (valsartan heart failure trial) publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2008.04.069 – volume: 2017 year: 2017 ident: 10.1016/j.heliyon.2023.e13323_bib56 article-title: Diagnostic, predictive, prognostic, and therapeutic molecular biomarkers in third millennium: a breakthrough in gastric cancer publication-title: BioMed Res. Int. doi: 10.1155/2017/7869802 – volume: 52 start-page: 481 year: 2014 ident: 10.1016/j.heliyon.2023.e13323_bib42 article-title: Bi-rads update publication-title: Clin. Radiol. doi: 10.1016/j.rcl.2014.02.008 – volume: 10 start-page: 326 year: 2005 ident: 10.1016/j.heliyon.2023.e13323_bib136 article-title: Discovery and development of biomarkers of neurological disease publication-title: Drug Discov. Today doi: 10.1016/S1359-6446(04)03353-7 – volume: 10 start-page: 291 year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib57 article-title: Biomarkers in motor neuron disease: a state of the art review publication-title: Front. Neurol. doi: 10.3389/fneur.2019.00291 – year: 2019 ident: 10.1016/j.heliyon.2023.e13323_bib163 article-title: Volatile organic compounds as biomarkers of gastrointestinal diseases and nutritional status publication-title: J. Anal. Chem. – volume: 43 start-page: 635 year: 2004 ident: 10.1016/j.heliyon.2023.e13323_bib127 article-title: Predischarge B-type natriuretic peptide assay for identifying patients at high risk of re-admission after decompensated heart failure publication-title: J. Am. Coll. Cardiol. doi: 10.1016/j.jacc.2003.09.044 |
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Title | Biomarkers: Promising and valuable tools towards diagnosis, prognosis and treatment of Covid-19 and other diseases |
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