Title: | Global variations in diabetes mellitus based on fasting glucose and haemogloblin A1c |
Authors: | Zhou, Bin Sheffer, Kate E. Bennett, James E. Gregg, Edward W. Danaei, Goodarz Singleton, Rosie K. Shaw, Jonathan E. Mishra, Anu Lhoste, Victor Carrillo-Larco, Rodrigo M. Kengne, Andre P. Phelps, Nowell H. Heap, Rachel A. Rayner, Archie W. Stevens, Gretchen A. Paciorek, Chris J. Riley, Leanne M. Cowan, Melanie J. Savin, Stefan Vander Hoorn, Stephen Lu, Yuan Pavkov, Meda E. Imperatore, Giuseppina Aguilar-Salinas, Carlos A. Ahmad, Noor Ani Anjana, Ranjit Mohan Davletov, Kairat Farzadfar, Farshad González-Villalpando, Clicerio Khang, Young-Ho Kim, Hyeon Chang Laatikainen, Tiina Laxmaiah, Avula Mbanya, Jean Claude N Venkat Narayan, K. M. Ramachandran, Ambady Wade, Alisha N. Zdrojewski, Tomasz Abbasi-Kangevari, Mohsen Abdul Rahim, Hanan F. Abu-Rmeileh, Niveen M. Adambekov, Shalkar Adams, Robert J. Aekplakorn, Wichai Agdeppa, Imelda A. Aghazadeh-Attari, Javad Agyemang, Charles Ahmadi, Ali Ahmadi, Naser Ahmadi, Nastaran Ahmed, Soheir H. Ajlouni, Kamel Al-Hina, Halima Al-Lahou, Badreya Al-Lawati, Jawad A. Al Asfoor, Deena Al Qaoud, Nawal M. Alarouj, Monira AlBuhairan, Fadia AlDhukair, Shahla Aldwairji, Maryam A. Ali, Mohamed M. Alinezhad, Farbod Alkandari, Abdullah Alomirah, Husam F. Aly, Eman Amarapurkar, Deepak N. Andersen, Lars Bo Anderssen, Sigmund A. Andrade, Dolores S. Ansari-Moghaddam, Alireza Aounallah-Skhiri, Hajer Aris, Tahir Arlappa, Nimmathota Aryal, Krishna K. Assah, Felix K. Assembekov, Batyrbek Auvinen, Juha Avdičová, Mária Azad, Kishwar Azimi-Nezhad, Mohsen Azizi, Fereidoun Bacopoulou, Flora Balakrishna, Nagalla Bamoshmoosh, Mohamed Banach, Maciej Bandosz, Piotr Banegas, José R. Barbagallo, Carlo M. Barceló, Alberto Baretić, Maja Barrera, Lena Basit, Abdul Batieha, Anwar M. Batista, Aline P. Baur, Louise A. Belavendra, Antonisamy Romdhane, Habiba Ben Benet, Mikhail Berkinbayev, Salim Bernabe- Ortiz, Antonio Berrios Carrasola, Ximena Bettiol, Heloísa Beybey, Augustin F. Bhargava, Santosh K. Bika Lele, Elysée Claude Bikbov, Mukharram M. Bista, Bihungum Bjerregaard, Peter Bjertness, Espen Bjertness, Marius B. Björkelund, Cecilia Bloch, Katia V. Blokstra, Anneke Bo, Simona Bobak, Martin Boggia, Jose G. Bonaccio, Marialaura Bonilla-Vargas, Alice Borghs, Herman Bovet, Pascal Brajkovich, Imperia Brenner, Hermann Brewster, Lizzy M. Brian, Garry R. Briceño, Yajaira Brito, Miguel Bugge, Anna Buntinx, Frank Cabrera de León, Antonio Caixeta, Roberta B. Can, Günay Cândido, Ana Paula C. Capanzana, Mario V. Čapková, Naděžda Capuano, Eduardo Capuano, Rocco Capuano, Vincenzo Cardoso, Viviane C. Carlsson, Axel C. Casanueva, Felipe F. Censi, Laura Cervantes‐Loaiza, Marvin Chamnan, Parinya Chamukuttan, Snehalatha Chan, Queenie Charchar, Fadi J. Chaturvedi, Nish Chen, Huashuai Cheraghian, Bahman Chirlaque, María-Dolores Chudek, Jerzy Cifkova, Renata Cirillo, Massimo Claessens, Frank Cohen, Emmanuel Concin, Hans Cooper, Cyrus Costanzo, Simona Cowell, Chris Crujeiras, Ana B. Cruz, Juan J. Cureau, Felipe V. Cuschieri, Sarah D’Arrigo, Graziella d’Orsi, Eleonora Dallongeville, Jean Damasceno, Albertino Dastgiri, Saeed De Curtis, Amalia de Gaetano, Giovanni De Henauw, Stefaan Deepa, Mohan DeGennaro, Vincent Jr Demarest, Stefaan Dennison, Elaine Deschamps, Valérie Dhimal, Meghnath Dika, Zivka Djalalinia, Shirin Donfrancesco, Chiara Dong, Guanghui Dorobantu, Maria Dörr, Marcus Dragano, Nico Drygas, Wojciech Du, Yong Duante, Charmaine A. Duboz, Priscilla Dushpanova, Anar Dziankowska-Zaborszczyk, Elzbieta Ebrahimi, Narges Eddie, Ricky Eftekhar, Ebrahim Efthymiou, Vasiliki Egbagbe, Eruke E. Eghtesad, Sareh El-Khateeb, Mohammad El Ati, Jalila Eldemire-Shearer, Denise Elosua, Roberto Enang, Ofem Erasmus, Rajiv T. Erbel, Raimund Erem, Cihangir Ergor, Gul Eriksen, Louise Eriksson, Johan G. Esmaeili, Ali Evans, Roger G. Fakhradiyev, Ildar Fall, Caroline H. Faramarzi, Elnaz Farjam, Mojtaba Farzi, Yosef Reza Fattahi, Mohammad Fawwad, Asher Felix-Redondo, Francisco J. Ferguson, Trevor S. Fernández-Bergés, Daniel Ferrari, Marika Ferreccio, Catterina Ferreira, Haroldo S. Ferrer, Eldridge Feskens, Edith J. M. Flood, David Forsner, Maria Fosse, Sandrine Fottrell, Edward F. Fouad, Heba M. Francis, Damian K. Frontera, Guillermo Furusawa, Takuro Gaciong, Zbigniew Garnett, Sarah P. Gasull, Magda Gazzinelli, Andrea Gehring, Ulrike Ghaderi, Ebrahim Ghamari, Hadi Ghanbari, Ali Ghasemi, Erfan Gheorghe-Fronea, Oana-Florentina Ghimire, Anup Gialluisi, Alessandro Giampaoli, Simona Gianfagna, Francesco Gill, Tiffany K. Gironella, Glen Giwercman, Aleksander Goltzman, David Gomula, Aleksandra Gonçalves, Helen Gonçalves, Mauer Gonzalez-Chica, David A. Gonzalez-Gross, Marcela González-Rivas, Juan P. González-Villalpando, María-Elena Gonzalez, Angel R. Gottrand, Frederic Grafnetter, Dušan Grodzicki, Tomasz Grøntved, Anders Guerrero, Ramiro Gujral, Unjali P. Gupta, Rajeev Gutierrez, Laura Gwee, Xinyi Haghshenas, Rosa Hakimi, Hamid Hambleton, Ian R. Hamzeh, Behrooz Hanekom, Willem A. Hange, Dominique Hantunen, Sari Hao, Jie Kumar, Rachakulla Hari Harooni, Javad Hashemi-Shahri, Seyed Mohammad Hata, Jun Heidemann, Christin dos Santos Henrique, Rafael Herrala, Sauli Herzig, Karl-Heinz Heshmat, Ramin Ho, Sai Yin Holdsworth, Michelle Homayounfar, Reza Hopman, Wilma M. Horimoto, Andrea R. V. R. Hormiga, Claudia Horta, Bernardo L. Houti, Leila Howitt, Christina Htay, Thein Thein Htet, Aung Soe Than Htike, Maung Maung Huerta, José María Tapani Huhtaniemi, Ilpo Huisman, Martijn Husseini, Abdullatif Huybrechts, Inge Iacoviello, Licia Iakupova, Ellina M. Iannone, Anna G. Wong, Norazizah Ibrahim Ijoma, Chinwuba Irazola, Vilma E. Ishida, Takafumi Isiguzo, Godsent C. Shariful Islam, Sheikh Mohammed Islek, Duygu Ittermann, Till Iwasaki, Masanori Jääskeläinen, Tuija Jacobs, Jeremy M. Jaddou, Hashem Y. Jadoul, Michel Jallow, Bakary James, Kenneth Jamil, Kazi M. Janus, Edward Jarvelin, Marjo-Riitta Jasienska, Grazyna Jelaković, Ana Jelaković, Bojan Jennings, Garry Jha, Anjani Kumar Jimenez, Ramon O. Jöckel, Karl-Heinz Jokelainen, Jari J. Jonas, Jost B. Joshi, Pradeep Josipović, Josipa Joukar, Farahnaz Jóźwiak, Jacek Kafatos, Anthony Kajantie, Eero O. Kalmatayeva, Zhanna Karki, Khem B. Katibeh, Marzieh Kauhanen, Jussi Kazakbaeva, Gyulli M. Kaze, François F. Ke, Calvin Keinänen-Kiukaanniem, Sirkka Kelishadi, Roya Keramati, Maryam Kersting, Mathilde Khader, Yousef Saleh Khaledifar, Arsalan Khalili, Davood Kheiri, Bahareh Kheradmand, Motahareh Khosravi, Alireza Kiechl-Kohlendorfer, Ursula Kiechl, Sophia J. Kiechl, Stefan Kingston, Andrew Klakk, Heidi Klanova, Jana Knoflach, Michael Kolsteren, Patrick König, Jürgen Korpelainen, Raija Korrovits, Paul Kos, Jelena Koskinen, Seppo Kowlessur, Sudhir Koziel, Slawomir Kriemler, Susi Lund Kristensen, Peter Kromhout, Daan Kubinova, Ruzena Kujala, Urho M. Kulimbet, Mukhtar Kurjata, Pawel Kyobutungi, Catherine Ngoc La, Quang Labadarios, Demetre Lachat, Carl Laid, Youcef Lall, Lachmie Lankila, Tiina Lanska, Vera Lappas, Georg Larijani, Bagher Latt, Tint Swe Laurenzi, Martino Lehmann, Nils Lehtimäki, Terho Lemogoum, Daniel Leung, Gabriel M. Li, Yanping Lima-Costa, M. Fernanda Lin, Hsien-Ho Lind, Lars Lissner, Lauren Liu, Xiaotian Lopez-Garcia, Esther Lopez, Tania Lozano, José Eugenio Luksiene, Dalia Lundqvist, Annamari Lunet, Nuno Lustigová, Michala Machado-Coelho, George L. L. Machado-Rodrigues, Aristides M. Macia, Enguerran Macieira, Luisa M. Madar, Ahmed A. Maestre, Gladys E. Maggi, Stefania Magliano, Dianna J. Magriplis, Emmanuella Mahasampath, Gowri Maire, Bernard Makdisse, Marcia Malekpour, Mohammad-Reza Malekzadeh, Fatemeh Malekzadeh, Reza Rao, Kodavanti Mallikharjuna Malyutina, Sofia Maniego, Lynell V. Manios, Yannis Mannix, Masimango Imani Mansour-Ghanaei, Fariborz Manzato, Enzo Margozzini, Paula Mariño, Joany Pruner Marques, Larissa Martorell, Reynaldo Mascarenhas, Luis P. Masinaei, Masoud Mathiesen, Ellisiv B. Matsha, Tandi E. McDonald Posso, Anselmo J. McFarlane, Shelly R. McGarvey, Stephen T. Benchekor, Sounnia Mediene Mehlig, Kirsten Mehrparvar, Amir Houshang Melgarejo, Jesus D. Méndez, Fabián Menezes, Ana Maria B. Mereke, Alibek Meshram, Indrapal I. Meto, Diane T. Minderico, Cláudia S. Mini, G. K. Miquel, Juan Francisco Miranda, Jaime Mirjalili, Mohammad Reza Modesti, Pietro A. Moghaddam, Sahar Saeedi Mohamed, Mostafa K. Mohammad, Kazem Mohammadi, Mohammad Reza Mohammadi, Zahra Mohammadifard, Noushin Mohammadpourhodki, Reza Mohan, Viswanathan Mohd Yusoff, Muhammad Fadhli Mohebbi, Iraj Møller, Niels C. Molnár, Dénes Momenan, Amirabbas Mondo, Charles K. Montenegro Mendoza, Roger A. Monterrubio-Flores, Eric Moosazadeh, Mahmood Moradpour, Farhad Morejon, Alain Moreno, Luis A. Morgan, Karen Morin, Suzanne N. Moslem, Alireza Mosquera, Mildrey Mossakowska, Malgorzata Mostafa, Aya Mostafavi, Seyed-Ali Motlagh, Mohammad Esmaeel Motta, Jorge Msyamboza, Kelias P. Mu, Thet Thet Muiesan, Maria L. Mursu, Jaakko Musa, Kamarul Imran Mustafa, Norlaila Muyer, Muel Telo M. C. Nabipour, Iraj Nagel, Gabriele Naidu, Balkish M. Najafi, Farid Námešná, Jana Nangia, Vinay B. Naseri, Take Neelapaichit, Nareemarn Nejatizadeh, Azim Nenko, Ilona Nervi, Flavio Ng, Tze Pin Nguyen, Chung T. Nguyen, Quang Ngoc Ni, Michael Y. Nie, Peng Nieto-Martínez, Ramfis E. Ninomiya, Toshiharu Noale, Marianna Noboa, Oscar A. Noto, Davide Nsour, Mohannad Al Nuhoğlu, Irfan O’Neill, Terence W. Odili, Augustine N. Oh, Kyungwon Ohtsuka, Ryutaro Omar, Mohd Azahadi Onat, Altan Ong, Sok King Onodugo, Obinna Ordunez, Pedro Ornelas, Rui Ortiz, Pedro J. Osmond, Clive Ostovar, Afshin Otero, Johanna A. Ottendahl, Charlotte Otu, Akaninyene Owusu-Dabo, Ellis Palmieri, Luigi Pan, Wen- Harn Panda-Jonas, Songhomitra Panza, Francesco Paoli, Mariela Park, Suyeon Parsaeian, Mahboubeh Patel, Nikhil D. Pechlaner, Raimund Pećin, Ivan Pedro, João M. Viana Peixoto, Sergio Peltonen, Markku Pereira, Alexandre C. Pessôa dos Prazeres, Thaliane Mayara Peykari, Niloofar Phall, Modou Cheyassin Pham, Son Thai Phan, Hiep Hoang Pichardo, Rafael N. Pikhart, Hynek Pilav, Aida Piler, Pavel Pitakaka, Freda Piwonska, Aleksandra Pizarro, Andreia n Plans-Rubio, Pedro Plata, Silvia Porta, Miquel Poudyal, Anil Pourfarzi, Farhad Pourshams, Akram Poustchi, Hossein Pradeepa, Rajendra Providencia, Rui Puder, Jardena J. Puhakka, Solie Punab, Margus Qorbani, Mostafa Quintana, Hedley K. Bao, Tran Quoc Rahimikazerooni, Salar Raitakari, Olli Ramirez, Manuel Ramke, Jacqueline Ramos, Rafel Rampal, Lekhraj Rampal, Sanjay Rangel Reina, Daniel A. Rashidi, Mohammad-Mahdi Redon, Josep Renner, Jane D. P. Reuter, Cézane P. Revilla, Luis Rezaei, Negar Rezaianzadeh, Abbas Rigo, Fernando Roa, Reina G. Robinson, Louise Rodríguez-Artalejo, Fernando Rodriguez-Perez, María del Cristo Rodríguez-Villamizar, Laura A. Rodríguez, Andrea Y. Roggenbuck, Ulla Rohloff, Peter Romeo, Elisabetta L. Rosengren, Annika Rubinstein, Adolfo Rust, Petra Rutkowski, Marcin Sabbaghi, Hamideh Sachdev, Harshpal S. Sadjadi, Alireza Safarpour, Ali Reza Safi, Sare Safiri, Saeid Saghi, Mohammad Hossien Saidi, Olfa Saki, Nader Šalaj, Sanja Salanave, Benoit Salonen, Jukka T. Salvetti, Massimo Sánchez-Abanto, Jose Santos, Diana A. Santos, Lèlita C. Santos, Maria Paula Santos, Tamara R. Saramies, Jouko L. Sardinha, Luis B. Sarrafzadegan, Nizal Saum, Kai-Uwe Sbaraini, Mariana Scazufca, Marcia Schaan, Beatriz D. Scheidt-Nave, Christa Schipf, Sabine Schmidt, Carsten O. Schöttker, Ben Schramm, Sara Sebert, Sylvain Sedaghattalab, Moslem Sein, Aye Aye Sepanlou, Sadaf G. Sewpaul, Ronel Shamah-Levy, Teresa Shamshirgaran, Seyed Morteza Sharafkhah, Maryam Sharma, Sanjib K. Sharman, Almaz Shayanrad, Amaneh Shayesteh, Ali Akbar Shimizu-Furusawa, Hana Shiri, Rahman Shrestha, Namuna Si-Ramlee, Khairil Silva, Diego Augusto Santos Simon, Mary Simons, Judith Simons, Leon A. Sjöström, Michael Slowikowska-Hilczer, Jolanta Slusarczyk, Przemysław Smeeth, Liam Sobngwi, Eugène Söderberg, Stefan Soemantri, Agustinus Sofat, Reecha Solfrizzi, Vincenzo Somi, Mohammad Hossein Soumaré, Aïcha Sousa-Poza, Alfonso Sparrenberger, Karen Staessen, Jan A. Stavreski, Bill Steene-Johannessen, Jostein Stehle, Peter Stein, Aryeh D. Stessman, Jochanan Stokwiszewski, Jakub Stronks, Karien Suarez-Ortegón, Milton F. Suebsamran, Phalakorn Sundström, Johan Suriyawongpaisal, Paibul Sylva, René Charles Szklo, Moyses Tamosiunas, Abdonas Tarawneh, Mohammed Rasoul Tarqui-Mamani, Carolina B. Taylor, Anne Taylor, Julie Tello, Tania Thankappan, K. R. Theobald, Holger Theodoridis, Xenophon Thomas, Nihal Thrift, Amanda G. Timmermans, Erik J. Tjandrarini, Dwi H. Tolonen, Hanna K. Tolstrup, Janne S. Tomaszewski, Maciej Topbas, Murat Torres-Collado, Laura Traissac, Pierre Triantafyllou, Areti Tuitele, John Tuliakova, Azaliia M. Tulloch-Reid, Marshall K. Tuomainen, Tomi-Pekka Tzala, Evangelia Tzourio, Christophe Ueda, Peter Ugel, Eunice Ukoli, Flora A. M. Ulmer, Hanno Uusitalo, Hannu M. T. Valdivia, Gonzalo van den Born, Bert-Jan Van der Heyden, Johan Van Minh, Hoang van Rossem, Lenie Van Schoor, Natasja M. van Valkengoed, Irene G. M. van Zutphen, Elisabeth M. Vanderschueren, Dirk Vanuzzo, Diego Vasan, Senthil K. Vega, Tomas Velasquez-Melendez, Gustavo Verstraeten, Roosmarijn Viet, Lucie Villalpando, Salvador Vioque, Jesus Virtanen, Jyrki K. Viswanathan, Bharathi Voutilainen, Ari Wan Bebakar, Wan Mohamad Wan Mohamud, Wan Nazaimoon Wang, Chongjian Wang, Ningli Wang, Qian Wang, Ya Xing Wang, Ying-Wei Wannamethee, S. Goya Webster-Kerr, Karen Wedderkopp, Niels Wei, Wenbin Westbury, Leo D. Whincup, Peter H. Widhalm, Kurt Widyahening, Indah S. Więcek, Andrzej Wilks, Rainford J. Willeit, Johann Willeit, Peter Wilsgaard, Tom Wojtyniak, Bogdan Wong, Andrew Wong, Emily B. Woodward, Mark Wu, Frederick C. Xu, Haiquan Xu, Liang Yaacob, Nor Azwany Yan, Li Yan, Weili Yoosefi, Moein Yoshihara, Akihiro Younger-Coleman, Novie O. Yu, Yu-Ling Yu, Yunjiang Yusoff, Ahmad Faudzi Zainuddin, Ahmad A. Zamani, Farhad Zambon, Sabina Zampelas, Antonis Zaw, Ko Ko Zeljkovic Vrkic, Tajana Zeng, Yi Zhang, Zhen-Yu Zholdin, Bekbolat Zimmet, Paul Zitt, Emanuel Zuñiga Cisneros, Julio Ezzati, Majid |
Authors: | NCD Risk Factor Collaboration (NCD-RisC) |
Keywords: | Non-insulin-dependent diabetes -- Diagnosis Diabetes -- Diagnosis Blood glucose -- Analysis Glycosylated hemoglobin -- Diagnostic use Blood sugar monitoring |
Issue Date: | 2023 |
Publisher: | Nature Publishing Group |
Citation: | NCD Risk Factor Collaboration (NCD-RisC) (2023). Global variations in diabetes mellitus based on fasting glucose and haemogloblin A1c. Nature Medicine, http://hdl.handle.net/2078.1/277326 |
Abstract: | Fasting plasma glucose (FPG) and haemoglobin A1c (HbA1c) are both used to diagnose
diabetes, but may identify different people as having diabetes. We used data from 117
population-based studies and quantified, in different world regions, the prevalence of
diagnosed diabetes, and whether those who were previously undiagnosed and detected
as having diabetes in survey screening had elevated FPG, HbA1c, or both. We developed
prediction equations for estimating the probability that a person without previously
diagnosed diabetes, and at a specific level of FPG, had elevated HbA1c, and vice versa.
The age-standardised proportion of diabetes that was previously undiagnosed, and
detected in survey screening, ranged from 30% in the high-income western region to 66%
in south Asia. Among those with screen-detected diabetes with either test, the agestandardised
proportion who had elevated levels of both FPG and HbA1c was 29-39%
across regions; the remainder had discordant elevation of FPG or HbA1c. In most low- and
middle-income regions, isolated elevated HbA1c more common than isolated elevated
FPG. In these regions, the use of FPG alone may delay diabetes diagnosis and
underestimate diabetes prevalence. Our prediction equations help allocate finite
resources for measuring HbA1c to reduce the global gap in diabetes diagnosis and
surveillance. |
URI: | https://dial.uclouvain.be/pr/boreal/object/boreal:277326 https://www.um.edu.mt/library/oar/handle/123456789/115316 |
Appears in Collections: | Scholarly Works - FacM&SAna
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