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- Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
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ZHOU Bin SHEFFER Kate E BENNETT James E GREGG Edward W DANAEI Goodarz SINGLETON Rosie K SHAW Jonathan E MISHRA Anu LHOSTE Victor P F 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 STEPHEN Vander Hoorn LU Yuan PAVKOV Meda E IMPERATORE Giuseppina AGUILAR-SALINAS Carlos A AHMAD Noor Ani ANJANA Ranjit Mohan DAVLETOV Kairat FARZADFAR Farshad GONZALEZ-VILLALPANDO Clicerio KHANG Young-Ho KIM Hyeon Chang LAATIKAINEN Tiina LAXMAIAH Avula MBANYA Jean Claude N NARAYAN K M Venkat RAMACHANDRAN Ambady WADE Alisha N ZDROJEWSKI Tomasz ABBASI-KANGEVARI Mohsen RAHIM Hanan F Abdul 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-HINAI Halima AL-LAHOU Badreya AL-LAWATI Jawad A DEENA Al Asfoor QAOUD Nawal M. Al 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 AVDICOVA Maria AZAD Kishwar AZIMI-NEZHAD Mohsen AZIZI Fereidoun BACOPOULOU Flora BALAKRISHNA Nagalla BAMOSHMOOSH Mohamed BANACH Maciej BANDOSZ Piotr BANEGAS Jose R BARBAGALLO Carlo M BARCELO Alberto BARETIC Maja BARRERA Lena BASIT Abdul BATIEHA Anwar M BATISTA Aline P BAUR Louise A BELAVENDRA Antonisamy HABIBA Ben Romdhane BENET Mikhail BERKINBAYEV Salim BERNABE-ORTIZ Antonio XIMENA Berrios Carrasola BETTIOL Heloisa BEYBEY Augustin F BHARGAVA Santosh K LELE Elysee Claude Bika BIKBOV Mukharram M BISTA Bihungum BJERREGAARD Peter BJERTNESS Espen BJERTNESS Marius B BJORKELUND Cecilia BLOCH Katia V BLOKSTRA Anneke BO Simona BOBÁK Martin BOGGIA Jose G BONACCIO Marialaura BONILLA-VARGAS Alice BORGHS Herman BOVET Pascal BRAJKOVICH Imperia BRENNER Hermann BREWSTER Lizzy M BRIAN Garry R BRICENO Yajaira BRITO Miguel BUGGE Anna BUNTINX Frank DE LEÓN Antonio Cabrera CAIXETA Roberta B CAN Gunay CANDIDO 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 Maria-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 ARRIGO Graziella 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 Valerie DHIMAL Meghnath DIKA Zivka DJALALINIA Shirin DONFRANCESCO Chiara DONG Guanghui DOROBANTU Maria DORR 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 FATTAHI Mohammad Reza FAWWAD Asher FELIX-REDONDO Francisco J FERGUSON Trevor S FERNANDEZ-BERGES 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 Seyyed-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 GONCALVES Helen GONCALVES Mauer GONZALEZ-CHICA David A GONZALEZ-GROSS Marcela GONZALEZ-RIVAS Juan P GONZALEZ-VILLALPANDO Maria-Elena GONZALEZ Angel R GOTTRAND Frederic GRAFNETTER Dusan GRODZICKI Tomasz GRONTVED 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 HENRIQUE Rafael dos Santos 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 HTIKE Maung Maung Than HUERTA Jose Maria HUHTANIEMI Ilpo Tapani 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 ISLAM Sheikh Mohammed Shariful ISLEK Duygu ITTERMANN Till IWASAKI Masanori JAASKELAINEN Tuija JACOBS Jeremy M JADDOU Hashem Y JADOUL Michel JALLOW Bakary JAMES Kenneth JAMIL Kazi M JANUS Edward JARVELIN Marjo-Riitta JASIENSKA Grazyna JELAKOVIC Ana JELAKOVIC Bojan JENNINGS Garry JHA Anjani Kumar JIMENEZ Ramon O JOCKEL Karl-Heinz JOKELAINEN Jari J JONAS Jost B JOSHI Pradeep JOSIPOVIC Josipa JOUKAR Farahnaz JOZWIAK Jacek KAFATOS Anthony KAJANTIE Eero O KALMATAYEVA Zhanna KARKI Khem B KATIBEH Marzieh KAUHANEN Jussi KAZAKBAEVA Gyulli M KAZE Francois F KE Calvin KEINANEN-KIUKAANNIEMI 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 KLÁNOVÁ Jana KNOFLACH Michael KOLSTEREN Patrick KONIG Jurgen KORPELAINEN Raija KORROVITS Paul KOS Jelena KOSKINEN Seppo KOWLESSUR Sudhir KOZIEL Slawomir KRIEMLER Susi KRISTENSEN Peter Lund KROMHOUT Daan KUBINOVA Ruzena KUJALA Urho M KULIMBET Mukhtar KURJATA Pawel KYOBUTUNGI Catherine LA Quang Ngoc LABADARIOS Demetre LACHAT Carl LAID Youcef LALL Lachmie LANKILA Tiina LANSKA Vera LAPPAS Georg LARIJANI Bagher LATT Tint Swe LAURENZI Martino LEHMANN Nils LEHTIMAKI 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 Jose Eugenio LUKSIENE Dalia LUNDQVIST Annamari LUNET Nuno LUSTIGOVA 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 MARINO Joany MARQUES Larissa Pruner MARTORELL Reynaldo MASCARENHAS Luis P MASINAEI Masoud MATHIESEN Ellisiv B MATSHA Tandi E POSSO Anselmo J. Mc Donald MCFARLANE Shelly R MCGARVEY Stephen T BENCHEKOR Sounnia Mediene MEHLIG Kirsten MEHRPARVAR Amir Houshang MELGAREJO Jesus D MENDEZ Fabian MENEZES Ana Maria B MEREKE Alibek MESHRAM Indrapal I METO Diane T MINDERICO Claudia S MINI G K MIQUEL Juan Francisco MIRANDA J 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 YUSOFF Muhammad Fadhli Mohd MOHEBBI Iraj MOLLER Niels C MOLNAR Denes MOMENAN Amirabbas MONDO Charles K MENDOZA Roger A. Montenegro 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 NAMESNA 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-MARTINEZ Ramfis E NINOMIYA Toshiharu NOALE Marianna NOBOA Oscar A NOTO Davide AL NSOUR Mohannad NUHOGLU Irfan 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 B 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 PECIN Ivan PEDRO Joao M PEIXOTO Sergio Viana PELTONEN Markku PEREIRA Alexandre C DOS PRAZERES Thaliane Mayara Pessôa 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-ZEA Manuel RAMKE Jacqueline RAMOS Rafel RAMPAL Lekhraj RAMPAL Sanjay REINA Daniel A. Rangel RASHIDI Mohammad-Mahdi REDON Josep RENNER Jane D P REUTER Cezane P REVILLA Luis REZAEI Negar REZAIANZADEH Abbas RIGO Fernando ROA Reina G ROBINSON Louise RODRIGUEZ-ARTALEJO Fernando RODRIGUEZ-PEREZ Maria Del Cristo RODRIGUEZ-VILLAMIZAR Laura A RODRIGUEZ 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 SALAJ Sanja SALANAVE Benoit SALONEN Jukka T SALVETTI Massimo SANCHEZ-ABANTO Jose SANTOS Diana A SANTOS Lelita 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 SCHOTTKER 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 MARY Simon SIMONS Judith SIMONS Leon A SJOSTROM Michael SLOWIKOWSKA-HILCZER Jolanta SLUSARCZYK Przemyslaw SMEETH Liam SOBNGWI Eugene SODERBERG Stefan SOEMANTRI Agustinus SOFAT Reecha SOLFRIZZI Vincenzo SOMI Mohammad Hossein SOUMARE Aicha 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-ORTEGON Milton F SUEBSAMRAN Phalakorn SUNDSTROM Johan SURIYAWONGPAISAL Paibul SYLVA Rene 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 Hapsari 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 BERT-JAN Van den Born 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 BEBAKAR Wan Mohamad Wan MOHAMUD Wan Nazaimoon Wan 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 WIECEK 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 VRKIC Tajana Zeljkovic ZENG Yi ZHANG Zhen-Yu ZHOLDIN Bekbolat ZIMMET Paul ZITT Emanuel ZOGHLAMI Nada CISNEROS Julio Zuniga EZZATI Majid |
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Rok publikování | 2023 |
Druh | Článek v odborném periodiku |
Časopis / Zdroj | Nature Medicine |
Fakulta / Pracoviště MU | |
Citace | |
www | https://www.nature.com/articles/s41591-023-02610-2 |
Doi | http://dx.doi.org/10.1038/s41591-023-02610-2 |
Klíčová slova | BETA-CELL DYSFUNCTION; PLASMA-GLUCOSE; GLYCATED HEMOGLOBIN; BLOOD-GLUCOSE; INSULIN-RESISTANCE; UNITED-STATES; HBA(1C); HBA1C; RISK; CLASSIFICATION |
Popis | Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can 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-standardized 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 age-standardized 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 was 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 shortfall in diabetes diagnosis and surveillance. |