Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants

Zhou, Bin; Rayner, Archie W; Gregg, Edward W; Sheffer, Kate E; Carrillo-Larco, Rodrigo M; Bennett, James E; Shaw, Jonathan E; Paciorek, Christopher J; Singleton, Rosie K; Barradas Pires, Ana; Stevens, Gretchen A; Danaei, Goodarz; Lhoste, Victor PF; Phelps, Nowell H; Heap, Rachel A; Jain, Lakshya; D'Ailhaud De Brisis, Yse; Galeazzi, Agnese; Kengne, Andre P; Mishra, Anu; Ikeda, Nayu; Lin, Hsien-Ho; Aguilar-Salinas, Carlos A; Anjana, Ranjit Mohan; Ben Romdhane, Habiba; Davletov, Kairat; Ganapathy, Shubash; Heidemann, Christin; Khader, Yousef Saleh; Khang, Young-Ho; Laxmaiah, Avula; Mbanya, Jean Claude N; Mohan, Viswanathan; Narayan, KM Venkat; Pavkov, Meda E; Sobngwi, Eugène; Wade, Alisha N; Younger-Coleman, Novie O; Zdrojewski, Tomasz; Abarca-Gómez, Leandra; Abbasi-Kangevari, Mohsen; Abdul Rahim, Hanan F; Abu-Rmeileh, Niveen M; Adambekov, Shalkar; Adams, Robert J; Aekplakorn, Wichai; Afzal, Shoaib; Agdeppa, Imelda A; Aghazadeh-Attari, Javad; Agyemang, Charles; Ahmad, Noor Ani; Ahmadi, Ali; Ahmadi, Naser; Ahmadi, Nastaran; Ahmed, Soheir H; Ahrens, Wolfgang; Ajlouni, Kamel; Al-Hamli, Sarah F; Al-Hinai, Halima; Al-Lawati, Jawad A; Al Asfoor, Deena; Alarouj, Monira; AlBuhairan, Fadia; AlDhukair, Shahla; Ali, Mohamed M; Ali, Mohammed K; Alieva, Anna V; Alinezhad, Farbod; Alkandari, Abdullah; Alkerwi, Ala'a; Aly, Eman; Amarapurkar, Deepak N; Andersen, Lars Bo; Anderssen, Sigmund A; Andrade, Dolores S; Ansari-Moghaddam, Alireza; Aounallah-Skhiri, Hajer; Araújo, Joana; Aris, Tahir; Arku, Raphael E; Arlappa, Nimmathota; Aryal, Krishna K; Aspelund, Thor; Assah, Felix K; Assembekov, Batyrbek; Au Yeung, Shiu Lun; Auvinen, Juha; Avdičová, Mária; Azad, Kishwar; Azevedo, Ana; Azimi-Nezhad, Mohsen; Azizi, Fereidoun; Bacopoulou, Flora; Balakrishna, Nagalla; Balanova, Yulia; Bamoshmoosh, Mohamed; Banach, Maciej; Bandosz, Piotr; Banegas, José R; Barbagallo, Carlo M; Barcelo, Alberto; Baretić, Maja; Barrera, Lena; Barreto, Marta; Basit, Abdul; Batieha, Anwar M; Batista, Aline P; Baur, Louise A; Belavendra, Antonisamy; Benedek, Theodora; Benet, Mikhail; Benzeval, Michaela; Berkinbayev, Salim; Bernabe-Ortiz, Antonio; Berrios Carrasola, Ximena; Bettiol, Heloísa; Beybey, Augustin F; Bhargava, Santosh K; Bi, Yufang; Bika Lele, Elysée Claude; Bikbov, Mukharram M; Bista, Bihungum; Bjerregaard, Peter; Bjertness, Espen; Bjertness, Marius B; Björkelund, Cecilia; Bloch, Katia V; Blokstra, Anneke; Bobak, Martin; Boehm, Bernhard O; Boggia, Jose G; Boissonnet, Carlos P; Bojesen, Stig E; Bonaccio, Marialaura; Bonilla-Vargas, Alice; Borghs, Herman; Botomba, Steve; Bovet, Pascal; Brajkovich, Imperia; Brenner, Hermann; Brewster, Lizzy M; Brian, Garry R; Briceño, Yajaira; Brito, Miguel; Bueno, Gloria; 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; Chadjigeorgiou, Charalambos A; Chamnan, Parinya; Chamukuttan, Snehalatha; Chan, Queenie; Charchar, Fadi J; Chaturvedi, Nish; Chen, Chien-Jen; Chen, Huashuai; Chen, Long-Sheng; Cheng, Ching-Yu; Cheraghian, Bahman; Chetrit, Angela; Chiou, Shu-Ti; Chirlaque, María-Dolores; Chudek, Jerzy; Cifkova, Renata; Cirillo, Massimo; Claessens, Frank; Clarke, Janine; Cohen, Emmanuel; Concin, Hans; Cooper, Cyrus; Cosmin, Cojocaru R; Costanzo, Simona; Cowan, Melanie J; Cowell, Chris; Crampin, Amelia C; Crujeiras, Ana B; Cruz, Juan J; Cureau, Felipe V; Cuschieri, Sarah; D'Arrigo, Graziella; d'Orsi, Eleonora; da Silva-Ferreira, Haroldo; Dallongeville, Jean; Damasceno, Albertino; Dankner, Rachel; Dastgiri, Saeed; Dauchet, Luc; De Curtis, Amalia; de Gaetano, Giovanni; De Henauw, Stefaan; De Ridder, David; Deepa, Mohan; DeGennaro, Vincent Jr; Demarest, Stefaan; Dennison, Elaine; Deschamps, Valérie; Dhimal, Meghnath; Dika, Zivka; Djalalinia, Shirin; Donfrancesco, Chiara; Dorobantu, Maria; Dragano, Nico; Drygas, Wojciech; Du, Shufa; Du, Yong; Duante, Charmaine A; Duboz, Priscilla; Duda, Rosemary B; Dushpanova, Anar; Dzerve, Vilnis; Dziankowska-Zaborszczyk, Elzbieta; Ebrahimi, Narges; Eddie, Ricky; Eftekhar, Ebrahim; Efthymiou, Vasiliki; Egbagbe, Eruke E; Eggertsen, Robert; Eghtesad, Sareh; Ejembi, Clara Ladi; El-Khateeb, Mohammad; El Ati, Jalila; Eldemire-Shearer, Denise; Elosua, Roberto; Enang, Ofem; Erasmus, Rajiv T; Erem, Cihangir; Ergor, Gul; Eriksen, Louise; Eriksson, Johan G; Esmaeili, Ali; Evans, Roger G; Fagherazzi, Guy; Fahimfar, Noushin; Fakhradiyev, Ildar; Fakhretdinova, Albina A; Fall, Caroline H; Faramarzi, Elnaz; Farjam, Mojtaba; Farzadfar, Farshad; Farzi, Yosef; Fattahi, Mohammad Reza; Fawwad, Asher; Felix-Redondo, Francisco J; Ferguson, Trevor S; Fernández-Bergés, Daniel; Fernando, Desha R; Ferrao, Thomas; Ferrari, Marika; Ferrario, Marco M; Ferreccio, Catterina; Ferrer, Eldridge; Feskens, Edith JM; Fink, Günther; Flood, David; Forsner, Maria; Fosse-Edorh, Sandrine; Fottrell, Edward F; Fouad, Heba M; Francis, Damian K; Frontera, Guillermo; Fujiati, Isti I; Fumihiko, Matsuda; Furusawa, Takuro; Gaciong, Zbigniew; Galvano, Fabio; Garnett, Sarah P; Gaspoz, Jean-Michel; 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; Giovannelli, Jonathan; Gironella, Glen; Giwercman, Aleksander; Goldberg, Marcel; Goltzman, David; Gomula, Aleksandra; Gonçalves, Helen; Gonçalves, Mauer; Gonzalez-Chica, David A; Gonzalez-Gross, Marcela; González-Rivas, Juan P; Gonzalez, Angel R; Goto, Atsushi; Gottrand, Frederic; Grafnetter, Dušan; Grammatikopoulou, Maria G; Grant, Andriene; Grimsgaard, Anne Sameline; Grodzicki, Tomasz; Grøntved, Anders; Grosso, Giuseppe; Gu, Dongfeng; Gudnason, Vilmundur; Guerrero, Ramiro; Guessous, Idris; Gujral, Unjali P; Gupta, Rajeev; Gutierrez, Laura; Gwee, Xinyi; Ha, Seongjun; Haghshenas, Rosa; Hakimi, Hamid; Hambleton, Ian R; Hamzeh, Behrooz; Hange, Dominique; Hantunen, Sari; Hao, Jie; Harooni, Javad; Hashemi-Shahri, Seyed Mohammad; Hata, Jun; Hayes, Alison J; He, Jiang; Henrique, Rafael dos Santos; Henriques, Ana; Herrala, Sauli; Herzig, Karl-Heinz; Heshmat, Ramin; Hill, Allan G; Ho, Sai Yin; Holdsworth, Michelle; Homayounfar, Reza; Hopman, Wilma M; Horimoto, Andrea RVR; Hormiga, Claudia; Horta, Bernardo L; Houti, Leila; Howitt, Christina; Htay, Thein Thein; Htet, Aung Soe; Htike, Maung Maung Than; Huerta, José María; Huhtaniemi, Ilpo Tapani; Huiart, Laetitia; Huisman, Martijn; Hunsberger, Monica; Husseini, Abdullatif; Huybrechts, Inge; Iacoviello, Licia; Iakupova, Ellina M; Iannone, Anna G; Ibrahim Wong, Norazizah; Ijoma, Chinwuba; Irazola, Vilma E; Ishida, Takafumi; Islam, Sheikh Mohammed Shariful; 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; Jibo, AM; Jimenez, Ramon O; Jöckel, Karl-Heinz; Jokelainen, Jari J; Jonas, Jost B; Josipović, Josipa; Joukar, Farahnaz; Jóźwiak, Jacek; Kafatos, Anthony; Kajantie, Eero O; Kalmatayeva, Zhanna; Kalter-Leibovici, Ofra; Karakosta, Argyro; Karki, Khem B; Katibeh, Marzieh; Katulanda, Prasad; Kauhanen, Jussi; Kazakbaeva, Gyulli M; Kaze, François F; Ke, Calvin; Keinänen-Kiukaanniemi, Sirkka; Kelishadi, Roya; Keramati, Maryam; Kersting, Mathilde; Khalagi, Kazem; Khaledifar, Arsalan; Khalili, Davood; Kheiri, Bahareh; Kheradmand, Motahareh; Khosravi Farsani, Alireza; Kiechl-Kohlendorfer, Ursula; Kiechl, Sophia J; Kiechl, Stefan; Kim, Hyeon Chang; Kingston, Andrew; Klakk, Heidi; Klanova, Jana; Knoflach, Michael; Kolsteren, Patrick; König, Jürgen; Korpelainen, Raija; Korrovits, Paul; Kos, Jelena; Koskinen, Seppo; Kowlessur, Sudhir; Koziel, Slawomir; Kratzer, Wolfgang; Kriemler, Susi; Kristensen, Peter Lund; Krokstad, Steinar; Kromhout, Daan; Kubinova, Ruzena; Kujala, Urho M; Kulimbet, Mukhtar; Kulothungan, Vaitheeswaran; Kumari, Meena; Kutsenko, Vladimir; Kyobutungi, Catherine; La, Quang Ngoc; Laatikainen, Tiina; Labadarios, Demetre; Lachat, Carl; Laid, Youcef; Lall, Lachmie; Langsted, Anne; Lankila, Tiina; Lanska, Vera; Lappas, Georg; Larijani, Bagher; Latt, Tint Swe; Laurenzi, Martino; Le Coroller, Gwenaëlle; Lee, Jeannette; Lehtimäki, Terho; Lemogoum, Daniel; Leung, Gabriel M; Lim, Charlie; Lim, Wei-Yen; Lima-Costa, M Fernanda; Lin, Yi-Jing; Lind, Lars; Lissner, Lauren; Liu, Liping; Liu, Xiaotian; Lo, Wei-Cheng; Loit, Helle-Mai; Lopez-Garcia, Esther; Lopez, Tania; Lozano, José Eugenio; Luksiene, Dalia; Lundqvist, Annamari; Lunet, Nuno; Lung, Thomas; Lustigová, Michala; Ma, Guansheng; Machado-Coelho, George LL; 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; Makrilakis, Konstantinos; Malekpour, Mohammad-Reza; Malekzadeh, Fatemeh; Malekzadeh, Reza; Malyutina, Sofia; Maniego, Lynell V; Manios, Yannis; Mansour-Ghanaei, Fariborz; Manzato, Enzo; Mapatano, Mala Ali; Marcil, Anie; Mardones, Francisco; Margozzini, Paula; Marques-Vidal, Pedro; Marques, Larissa Pruner; Martorell, Reynaldo; Mascarenhas, Luis P; Masimango Imani, Mannix; Masinaei, Masoud; Masoodi, Shariq R; Mathiesen, Ellisiv B; Mathur, Prashant; Matsha, Tandi E; Mc Donald Posso, Anselmo J; McFarlane, Shelly R; McGarvey, Stephen T; McLean, Scott B; McNulty, Breige A; Mediene Benchekor, Sounnia; Mehlig, Kirsten; Mehrparvar, Amir Houshang; Melgarejo, Jesus D; Méndez, Fabián; Menezes, Ana Maria B; Mereke, Alibek; Meshram, Indrapal I; Meto, Diane T; Michels, Nathalie; Minderico, Cláudia S; Mini, GK; Miquel, Juan Francisco; Miranda, J Jaime; Mirjalili, Mohammad Reza; Mirkopoulou, Daphne; Modesti, Pietro A; Moghaddam, Sahar Saeedi; Mohammad, Kazem; Mohammadi, Mohammad Reza; Mohammadi, Zahra; Mohammadifard, Noushin; Mohammadpourhodki, Reza; Mohd Yusoff, Muhammad Fadhli; Mohebbi, Iraj; Møller, Niels C; Molnár, Dénes; Momenan, Amirabbas; Montenegro Mendoza, Roger A; Moosazadeh, Mahmood; Moradpour, Farhad; Morejon, Alain; Moreno, Luis A; Morgan, Karen; Morin, Suzanne N; Moschonis, George; Moslem, Alireza; Mosquera, Mildrey; Mossakowska, Malgorzata; Mostafa, Aya; Mostafavi, Seyed-Ali; Mota, Eugen; Mota, Jorge; Mota, Maria; Motlagh, Mohammad Esmaeel; Motta, Jorge; Msyamboza, Kelias P; Mu, Thet Thet; Muiesan, Maria L; Munroe, Patricia B; Mursu, Jaakko; Musa, Kamarul Imran; Mustafa, Norlaila; Muyer, Muel Telo MC; Nabipour, Iraj; Nagel, Gabriele; Naidu, Balkish M; Najafi, Farid; Námešná, Jana; Nang, Ei Ei K; Nangia, Vinay B; Naseri, Take; Navarro-Ramírez, Ana J; Neelapaichit, Nareemarn; Nejatizadeh, Azim; Nenko, Ilona; Nervi, Flavio; Ng, Tze Pin; Nguyen, Chung T; Nguyen, Nguyen D; Nguyen, Quang Ngoc; Ni, Michael Y; Nie, Peng; Nieto-Martínez, Ramfis E; Ning, Guang; 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doi:10.1016/s0140-6736(24)02317-1

The Lancet

2024

DOI: 10.1016/s0140-6736(24)02317-1

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Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants

Bin Zhou,

Archie W Rayner,

Edward W Gregg

et al.

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2024

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Educação Em Saúde Utilizando Redes Bayesianas Para Avaliação Do Risco De Diabetes Mellitus Tipo 2 E Hipertensão Arterial Sistêmica

Carvalho,

Vivian,

Silva

et al. 2024

Rev. Contemp.

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Este estudo relata experiências na educação em saúde em duas comunidades quilombolas do Rio Grande do Sul, destacando o uso de redes bayesianas (RB) para avaliar os riscos de diabetes mellitus tipo 2 (DM2) e hipertensão arterial sistêmica (HAS). Foi conduzido como um estudo transversal e observacional, utilizando a metodologia da problematização, com etapas que incluíram observação, definição de pontos-chave, teorização, hipótese e aplicação prática. A modelagem sobre a qualidade de vida foi realizada a partir do software Netica, com a implementação de redes bayesianas (RBs), permitindo inserir probabilidades de ocorrência das variáveis através dos nós da rede. O perfil dos 34 participantes revelou predominância de mulheres (79,4%), com idade entre 30 e 59 anos (55,9%) e índice de massa corporal (IMC) médio de 32,5 kg/m². Entre elas, 51,5% tinham diagnóstico de HAS e 23,5% de DM2. A alimentação inadequada foi observada, com alto consumo de açúcar (38,2%) e baixa utilização de alimentos integrais (3,0%). As RBs apresentaram sensibilidade de 71,42% para DM2 e 76,47% para HAS, e especificidade de 77,7% e 88,23%, respectivamente, demonstrando alta precisão. A modelagem também identificou associação significativa entre os riscos das doenças com os fatores como IMC, idade, história familiar e glicose. As estratégias educativas contribuíram para prevenir complicações e promover a qualidade de vida, enquanto as RBs se mostraram ferramentas promissoras para diagnóstico e educação em saúde. O estudo reforça a importância de políticas públicas inclusivas voltadas às comunidades quilombolas.

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Educação Em Saúde Utilizando Redes Bayesianas Para Avaliação Do Risco De Diabetes Mellitus Tipo 2 E Hipertensão Arterial Sistêmica

Carvalho,

Vivian,

Silva

et al. 2024

Rev. Contemp.

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Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants

Cited by 1 publication

References 62 publications

Educação Em Saúde Utilizando Redes Bayesianas Para Avaliação Do Risco De Diabetes Mellitus Tipo 2 E Hipertensão Arterial Sistêmica

Educação Em Saúde Utilizando Redes Bayesianas Para Avaliação Do Risco De Diabetes Mellitus Tipo 2 E Hipertensão Arterial Sistêmica

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