Skip to main content
Top
Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Type 2 Diabetes | Research

Exploring determinants of sex and family history-based disparity in type 2 diabetes mellitus prevalence among clinical patients

Authors: Fahad Abdulaziz Alrashed, Muhammad Iqbal, Abdulrahman M Alsubiheen, Tauseef Ahmad

Published in: BMC Public Health | Issue 1/2024

Login to get access

Abstract

Background

Type 2 diabetes mellitus represents a multifaceted disorder characterized by intricate pathophysiological mechanisms, encompassing diminished insulin secretion, augmented hepatic glucose production, and heightened insulin resistance. This study aims to assess the sex (Male and Female only) and family history-based differences in the prevalence of T2DM and explore the determinants contributing to this disparity among clinical patients.

Subjects and methods

The study encompassed a diverse pool of clinical patients, encompassing both individuals with diabetes and those without the condition, who had previously sought medical attention for clinical checkups at healthcare centers. The collected data included essential parameters such as blood pressure, weight, height, smoking habits, educational background, and physical activity levels. To ensure methodological rigor and data accuracy, blood pressure measurements adhered to the stringent guidelines set forth by the World Health Organization.

Results

Participants of the present study reported diabetes, among which notable findings emerged regarding health indicators. It was observed that the prevalence of high blood pressure, obesity, and high blood cholesterol exhibited a statistically significant increase among the female participants, underscoring the sex-based disparities in these health parameters. The male population aged 60 or older, the presence of a family history of DM accentuated this risk, resulting in a striking 3.1 times higher prevalence compared to females, who exhibited a 2.4 times higher risk (OR = 2.4, p = 0.0008). This intriguing relationship between diabetes and cholesterol levels was not limited to sex. Both male (OR = 2.47) and female (OR = 2.1) diabetes patients displayed highly significant associations with cholesterol levels. The risk of T2DM was significantly associated with triglycerides in both sexes (1.58 times higher in males, and 1.71 times higher in females).

Conclusions

The significance of hypertension as a comorbidity in T2DM, highlighting sex-specific associations and the potential impact of a family history of diabetes on blood pressure. Our findings emphasize the importance of considering lipid profiles, obesity, and their sex-specific associations when assessing and managing diabetes risk. Comprehensive diabetes care should include strategies for lipid control, weight management, and cardiovascular risk reduction, tailored to the individual’s sex and specific risk profile.
Appendix
Available only for authorised users
Literature
1.
go back to reference Al-Daghri NM, Al-Attas OS, Alokail MS, Alkharfy KM, Yakout SM, Sabico SB, Gibson GC, Chrousos GP, Kumar S. Parent-offspring transmission of adipocytokine levels and their associations with metabolic traits. PLoS ONE. 2011;6(4):e18182.ADSCrossRefPubMedPubMedCentral Al-Daghri NM, Al-Attas OS, Alokail MS, Alkharfy KM, Yakout SM, Sabico SB, Gibson GC, Chrousos GP, Kumar S. Parent-offspring transmission of adipocytokine levels and their associations with metabolic traits. PLoS ONE. 2011;6(4):e18182.ADSCrossRefPubMedPubMedCentral
2.
go back to reference Amer OE, Sabico S, Khattak MNK, Alnaami AM, Aljohani NJ, Alfawaz H, AlHameidi A, Al-Daghri NM. Increasing prevalence of Pediatric Metabolic Syndrome and its components among arab youth: a Time-Series Study from 2010–2019. Child (Basel Switzerland) 2021, 8(12). Amer OE, Sabico S, Khattak MNK, Alnaami AM, Aljohani NJ, Alfawaz H, AlHameidi A, Al-Daghri NM. Increasing prevalence of Pediatric Metabolic Syndrome and its components among arab youth: a Time-Series Study from 2010–2019. Child (Basel Switzerland) 2021, 8(12).
3.
go back to reference Abdulghani HM, Ahmed MM, Al-Rezqi AM, Althunayan SA, Mran AL, Alshaya AK, Alharbi FK, Abdulghani AH, Ahmad T. Knowledge and awareness levels of diabetes mellitus risk factors among nondiabetic visitors of primary health care centers: a multicenter study. Eur Rev Med Pharmacol Sci. 2021;25(22):7066–77.PubMed Abdulghani HM, Ahmed MM, Al-Rezqi AM, Althunayan SA, Mran AL, Alshaya AK, Alharbi FK, Abdulghani AH, Ahmad T. Knowledge and awareness levels of diabetes mellitus risk factors among nondiabetic visitors of primary health care centers: a multicenter study. Eur Rev Med Pharmacol Sci. 2021;25(22):7066–77.PubMed
4.
go back to reference Kim WK, Bae KH, Lee SC, Oh KJ. The latest insights into adipokines in Diabetes. J Clin Med 2019, 8(11). Kim WK, Bae KH, Lee SC, Oh KJ. The latest insights into adipokines in Diabetes. J Clin Med 2019, 8(11).
5.
go back to reference Alotaibi A, Perry L, Gholizadeh L, Al-Ganmi A. Incidence and prevalence rates of diabetes mellitus in Saudi Arabia: an overview. J Epidemiol Global Health. 2017;7(4):211–8.CrossRef Alotaibi A, Perry L, Gholizadeh L, Al-Ganmi A. Incidence and prevalence rates of diabetes mellitus in Saudi Arabia: an overview. J Epidemiol Global Health. 2017;7(4):211–8.CrossRef
6.
go back to reference Khan AR, Al Abdul Lateef ZN, Fatima S, Al Yousuf SA, Khan Afghan SZ, Al Marghani S. Prevalence of chronic complication among type 2 diabetics attending primary health care centers of Al Ahsa district of Saudi Arabia: a cross sectional survey. Global J Health Sci. 2014;6(4):245–53.CrossRef Khan AR, Al Abdul Lateef ZN, Fatima S, Al Yousuf SA, Khan Afghan SZ, Al Marghani S. Prevalence of chronic complication among type 2 diabetics attending primary health care centers of Al Ahsa district of Saudi Arabia: a cross sectional survey. Global J Health Sci. 2014;6(4):245–53.CrossRef
7.
go back to reference Haghdoost AA, Rezazadeh-Kermani M, Sadghirad B, Baradaran HR. Prevalence of type 2 diabetes in the Islamic Republic of Iran: systematic review and meta-analysis. Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit 2009, 15(3):591–599. Haghdoost AA, Rezazadeh-Kermani M, Sadghirad B, Baradaran HR. Prevalence of type 2 diabetes in the Islamic Republic of Iran: systematic review and meta-analysis. Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit 2009, 15(3):591–599.
8.
go back to reference Khodakarami R, Abdi Z, Ahmadnezhad E, Sheidaei A, Asadi-Lari M. Prevalence, awareness, treatment and control of diabetes among Iranian population: results of four national cross-sectional STEPwise approach to surveillance surveys. BMC Public Health. 2022;22(1):1216.CrossRefPubMedPubMedCentral Khodakarami R, Abdi Z, Ahmadnezhad E, Sheidaei A, Asadi-Lari M. Prevalence, awareness, treatment and control of diabetes among Iranian population: results of four national cross-sectional STEPwise approach to surveillance surveys. BMC Public Health. 2022;22(1):1216.CrossRefPubMedPubMedCentral
9.
go back to reference Dove A, Shang Y, Xu W, Grande G, Laukka EJ, Fratiglioni L, Marseglia A. The impact of diabetes on cognitive impairment and its progression to dementia. Alzheimer’s Dement J Alzheimer’s Assoc. 2021;17(11):1769–78.CrossRef Dove A, Shang Y, Xu W, Grande G, Laukka EJ, Fratiglioni L, Marseglia A. The impact of diabetes on cognitive impairment and its progression to dementia. Alzheimer’s Dement J Alzheimer’s Assoc. 2021;17(11):1769–78.CrossRef
10.
go back to reference Sinclair A, Abdelhafiz A. Cognitive dysfunction in older adults with type 2 diabetes: links, risks, and clinical implications. Clin Geriatr Med. 2020;36(3):407–17.CrossRefPubMed Sinclair A, Abdelhafiz A. Cognitive dysfunction in older adults with type 2 diabetes: links, risks, and clinical implications. Clin Geriatr Med. 2020;36(3):407–17.CrossRefPubMed
11.
go back to reference Leon BM, Maddox TM. Diabetes and cardiovascular disease: Epidemiology, biological mechanisms, treatment recommendations and future research. World J Diabetes. 2015;6(13):1246–58.CrossRefPubMedPubMedCentral Leon BM, Maddox TM. Diabetes and cardiovascular disease: Epidemiology, biological mechanisms, treatment recommendations and future research. World J Diabetes. 2015;6(13):1246–58.CrossRefPubMedPubMedCentral
12.
go back to reference Ghaderian SB, Hayati F, Shayanpour S, Beladi Mousavi SS. Diabetes and end-stage renal disease; a review article on new concepts. J Ren Injury Prev. 2015;4(2):28–33. Ghaderian SB, Hayati F, Shayanpour S, Beladi Mousavi SS. Diabetes and end-stage renal disease; a review article on new concepts. J Ren Injury Prev. 2015;4(2):28–33.
14.
go back to reference Al Dawish MA, Robert AA, Braham R, Al Hayek AA, Al Saeed A, Ahmed RA. Al Sabaan FS: diabetes Mellitus in Saudi Arabia: a review of the recent literature. Curr Diabetes Rev. 2016;12(4):359–68.CrossRefPubMed Al Dawish MA, Robert AA, Braham R, Al Hayek AA, Al Saeed A, Ahmed RA. Al Sabaan FS: diabetes Mellitus in Saudi Arabia: a review of the recent literature. Curr Diabetes Rev. 2016;12(4):359–68.CrossRefPubMed
15.
go back to reference Alhowaish AK. Economic costs of diabetes in Saudi Arabia. J Fam Commun Med. 2013;20(1):1–7.CrossRef Alhowaish AK. Economic costs of diabetes in Saudi Arabia. J Fam Commun Med. 2013;20(1):1–7.CrossRef
16.
go back to reference Mokdad AHTM. Cost of diabetes in the Kingdom of Saudi Arabia, 2014. J Diabetes Metab. 2015;6:6–15. Mokdad AHTM. Cost of diabetes in the Kingdom of Saudi Arabia, 2014. J Diabetes Metab. 2015;6:6–15.
17.
go back to reference Musaiger AO, Al-Hazzaa HM. Prevalence and risk factors associated with nutrition-related noncommunicable diseases in the Eastern Mediterranean region. Int J Gen Med. 2012;5:199–217.CrossRefPubMedPubMedCentral Musaiger AO, Al-Hazzaa HM. Prevalence and risk factors associated with nutrition-related noncommunicable diseases in the Eastern Mediterranean region. Int J Gen Med. 2012;5:199–217.CrossRefPubMedPubMedCentral
18.
go back to reference Yaya S, Ekholuenetale M, Bishwajit G. Differentials in prevalence and correlates of metabolic risk factors of non-communicable diseases among women in sub-saharan Africa: evidence from 33 countries. BMC Public Health. 2018;18(1):1168.CrossRefPubMedPubMedCentral Yaya S, Ekholuenetale M, Bishwajit G. Differentials in prevalence and correlates of metabolic risk factors of non-communicable diseases among women in sub-saharan Africa: evidence from 33 countries. BMC Public Health. 2018;18(1):1168.CrossRefPubMedPubMedCentral
19.
go back to reference Alwadeai KS, Alhammad SA. Prevalence of type 2 diabetes mellitus and related factors among the general adult population in Saudi Arabia between 2016–2022: a systematic review and meta-analysis of the cross-sectional studies. Medicine. 2023;102(24):e34021.CrossRefPubMedPubMedCentral Alwadeai KS, Alhammad SA. Prevalence of type 2 diabetes mellitus and related factors among the general adult population in Saudi Arabia between 2016–2022: a systematic review and meta-analysis of the cross-sectional studies. Medicine. 2023;102(24):e34021.CrossRefPubMedPubMedCentral
20.
go back to reference Abd El-Razik Siam BG, Abdou Rizk SM, Mahmoud SKM. The risk of developing type 2 diabetes mellitus among the students of Hail University, Saudi Arabia. Front Public Health. 2023;11:1278103.CrossRefPubMedPubMedCentral Abd El-Razik Siam BG, Abdou Rizk SM, Mahmoud SKM. The risk of developing type 2 diabetes mellitus among the students of Hail University, Saudi Arabia. Front Public Health. 2023;11:1278103.CrossRefPubMedPubMedCentral
21.
go back to reference Abdulaziz Alrashed F, Ahmad T, Almurdi MM, Alqahtani AS, Alamam DM, Alsubiheen AM. Investigating the relationship between lifestyle factors, family history, and diabetes mellitus in non-diabetic visitors to primary care centers. Saudi J Biol Sci. 2023;30(9):103777.CrossRefPubMedPubMedCentral Abdulaziz Alrashed F, Ahmad T, Almurdi MM, Alqahtani AS, Alamam DM, Alsubiheen AM. Investigating the relationship between lifestyle factors, family history, and diabetes mellitus in non-diabetic visitors to primary care centers. Saudi J Biol Sci. 2023;30(9):103777.CrossRefPubMedPubMedCentral
22.
go back to reference Abdulghani HM, AlRajeh AS, AlSalman BH, AlTurki LS, AlNajashi NS, Irshad M, Alharbi KH, AlBalawi YE, AlSuliman YA, Ahmad T. Prevalence of diabetic comorbidities and knowledge and practices of foot care among diabetic patients: a cross-sectional study. Diabetes Metabolic Syndrome Obesity: Targets Therapy. 2018;11:417–25.CrossRefPubMed Abdulghani HM, AlRajeh AS, AlSalman BH, AlTurki LS, AlNajashi NS, Irshad M, Alharbi KH, AlBalawi YE, AlSuliman YA, Ahmad T. Prevalence of diabetic comorbidities and knowledge and practices of foot care among diabetic patients: a cross-sectional study. Diabetes Metabolic Syndrome Obesity: Targets Therapy. 2018;11:417–25.CrossRefPubMed
23.
go back to reference Bahador E, Saber M, FadakarDavarani MM, Khanjani N, Gohari BH, Safinejad H. The relationship between lifestyle and metabolic evaluation in women with a history of gestational diabetes. J Educ Health Promotion. 2021;10:403. Bahador E, Saber M, FadakarDavarani MM, Khanjani N, Gohari BH, Safinejad H. The relationship between lifestyle and metabolic evaluation in women with a history of gestational diabetes. J Educ Health Promotion. 2021;10:403.
24.
go back to reference Huebschmann AG, Huxley RR, Kohrt WM, Zeitler P, Regensteiner JG, Reusch JEB. Sex differences in the burden of type 2 diabetes and cardiovascular risk across the life course. Diabetologia. 2019;62(10):1761–72.CrossRefPubMedPubMedCentral Huebschmann AG, Huxley RR, Kohrt WM, Zeitler P, Regensteiner JG, Reusch JEB. Sex differences in the burden of type 2 diabetes and cardiovascular risk across the life course. Diabetologia. 2019;62(10):1761–72.CrossRefPubMedPubMedCentral
25.
go back to reference Mauvais-Jarvis F, Bairey Merz N, Barnes PJ, Brinton RD, Carrero JJ, DeMeo DL, De Vries GJ, Epperson CN, Govindan R, Klein SL, et al. Sex and gender: modifiers of health, disease, and medicine. Lancet (London England). 2020;396(10250):565–82.CrossRefPubMed Mauvais-Jarvis F, Bairey Merz N, Barnes PJ, Brinton RD, Carrero JJ, DeMeo DL, De Vries GJ, Epperson CN, Govindan R, Klein SL, et al. Sex and gender: modifiers of health, disease, and medicine. Lancet (London England). 2020;396(10250):565–82.CrossRefPubMed
26.
go back to reference Harreiter J, Fadl H, Kautzky-Willer A, Simmons D. Do women with diabetes need more intensive action for Cardiovascular reduction than men with diabetes? Curr Diab Rep. 2020;20(11):61.CrossRefPubMedPubMedCentral Harreiter J, Fadl H, Kautzky-Willer A, Simmons D. Do women with diabetes need more intensive action for Cardiovascular reduction than men with diabetes? Curr Diab Rep. 2020;20(11):61.CrossRefPubMedPubMedCentral
27.
go back to reference Hwang J, Shon C. Relationship between socioeconomic status and type 2 diabetes: results from Korea National Health and Nutrition Examination Survey (KNHANES) 2010–2012. BMJ open. 2014;4(8):e005710.CrossRefPubMedPubMedCentral Hwang J, Shon C. Relationship between socioeconomic status and type 2 diabetes: results from Korea National Health and Nutrition Examination Survey (KNHANES) 2010–2012. BMJ open. 2014;4(8):e005710.CrossRefPubMedPubMedCentral
28.
go back to reference Chung W, Lim SJ, Lee S, Kim R, Kim J. Gender-specific interactions between education and income in relation to obesity: a cross-sectional analysis of the Fifth Korea National Health and Nutrition Examination Survey (KNHANES V). BMJ open. 2017;7(12):e014276.CrossRefPubMedPubMedCentral Chung W, Lim SJ, Lee S, Kim R, Kim J. Gender-specific interactions between education and income in relation to obesity: a cross-sectional analysis of the Fifth Korea National Health and Nutrition Examination Survey (KNHANES V). BMJ open. 2017;7(12):e014276.CrossRefPubMedPubMedCentral
29.
go back to reference Inoue M, Takahashi M, Kai I. Impact of communicative and critical health literacy on understanding of diabetes care and self-efficacy in diabetes management: a cross-sectional study of primary care in Japan. BMC Fam Pract. 2013;14:40.CrossRefPubMedPubMedCentral Inoue M, Takahashi M, Kai I. Impact of communicative and critical health literacy on understanding of diabetes care and self-efficacy in diabetes management: a cross-sectional study of primary care in Japan. BMC Fam Pract. 2013;14:40.CrossRefPubMedPubMedCentral
30.
go back to reference Maddatu J, Anderson-Baucum E, Evans-Molina C. Smoking and the risk of type 2 diabetes. Translational Research: J Lab Clin Med. 2017;184:101–7.CrossRef Maddatu J, Anderson-Baucum E, Evans-Molina C. Smoking and the risk of type 2 diabetes. Translational Research: J Lab Clin Med. 2017;184:101–7.CrossRef
31.
go back to reference Chang SA. Smoking and type 2 diabetes mellitus. Diabetes Metabolism J. 2012;36(6):399–403.CrossRef Chang SA. Smoking and type 2 diabetes mellitus. Diabetes Metabolism J. 2012;36(6):399–403.CrossRef
32.
go back to reference Scott RA, Langenberg C, Sharp SJ, Franks PW, Rolandsson O, Drogan D, van der Schouw YT, Ekelund U, Kerrison ND, Ardanaz E, et al. The link between family history and risk of type 2 diabetes is not explained by anthropometric, lifestyle or genetic risk factors: the EPIC-InterAct study. Diabetologia. 2013;56(1):60–9.CrossRefPubMed Scott RA, Langenberg C, Sharp SJ, Franks PW, Rolandsson O, Drogan D, van der Schouw YT, Ekelund U, Kerrison ND, Ardanaz E, et al. The link between family history and risk of type 2 diabetes is not explained by anthropometric, lifestyle or genetic risk factors: the EPIC-InterAct study. Diabetologia. 2013;56(1):60–9.CrossRefPubMed
33.
go back to reference Papazafiropoulou AK, Papanas N, Melidonis A, Maltezos E. Family history of type 2 diabetes: does having a Diabetic parent increase the risk? Curr Diabetes Rev. 2017;13(1):19–25.CrossRefPubMed Papazafiropoulou AK, Papanas N, Melidonis A, Maltezos E. Family history of type 2 diabetes: does having a Diabetic parent increase the risk? Curr Diabetes Rev. 2017;13(1):19–25.CrossRefPubMed
34.
go back to reference Ekelund U, Ward HA, Norat T, Luan J, May AM, Weiderpass E, Sharp SJ, Overvad K, Østergaard JN, Tjønneland A, et al. Physical activity and all-cause mortality across levels of overall and abdominal adiposity in European men and women: the European prospective investigation into Cancer and Nutrition Study (EPIC). Am J Clin Nutr. 2015;101(3):613–21.CrossRefPubMedPubMedCentral Ekelund U, Ward HA, Norat T, Luan J, May AM, Weiderpass E, Sharp SJ, Overvad K, Østergaard JN, Tjønneland A, et al. Physical activity and all-cause mortality across levels of overall and abdominal adiposity in European men and women: the European prospective investigation into Cancer and Nutrition Study (EPIC). Am J Clin Nutr. 2015;101(3):613–21.CrossRefPubMedPubMedCentral
35.
go back to reference Goff DC Jr., Lloyd-Jones DM, Bennett G, Coady S, D’Agostino RB, Gibbons R, Greenland P, Lackland DT, Levy D, O’Donnell CJ, et al. 2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice guidelines. Circulation. 2014;129(25 Suppl 2):49–73. Goff DC Jr., Lloyd-Jones DM, Bennett G, Coady S, D’Agostino RB, Gibbons R, Greenland P, Lackland DT, Levy D, O’Donnell CJ, et al. 2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice guidelines. Circulation. 2014;129(25 Suppl 2):49–73.
36.
go back to reference 2. Classification and diagnosis of diabetes: standards of Medical Care in Diabetes-2021. Diabetes Care. 2021;44(Suppl 1):15–s33. 2. Classification and diagnosis of diabetes: standards of Medical Care in Diabetes-2021. Diabetes Care. 2021;44(Suppl 1):15–s33.
37.
go back to reference Kassem MA, Durda MA, Stoicea N, Cavus O, Sahin L, Rogers B. The impact of bariatric surgery on type 2 diabetes Mellitus and the management of hypoglycemic events. Front Endocrinol. 2017;8:37.CrossRef Kassem MA, Durda MA, Stoicea N, Cavus O, Sahin L, Rogers B. The impact of bariatric surgery on type 2 diabetes Mellitus and the management of hypoglycemic events. Front Endocrinol. 2017;8:37.CrossRef
38.
go back to reference Alzahrani HA. Diabetes-related lower extremities amputations in Saudi Arabia: the magnitude of the problem. Annals Vascular Dis. 2012;5(2):151–6. Alzahrani HA. Diabetes-related lower extremities amputations in Saudi Arabia: the magnitude of the problem. Annals Vascular Dis. 2012;5(2):151–6.
39.
go back to reference Bahijri SM, Jambi HA, Al Raddadi RM, Ferns G, Tuomilehto J. The prevalence of diabetes and Prediabetes in the Adult Population of Jeddah, Saudi Arabia–A Community-based survey. PLoS ONE. 2016;11(4):e0152559.CrossRefPubMedPubMedCentral Bahijri SM, Jambi HA, Al Raddadi RM, Ferns G, Tuomilehto J. The prevalence of diabetes and Prediabetes in the Adult Population of Jeddah, Saudi Arabia–A Community-based survey. PLoS ONE. 2016;11(4):e0152559.CrossRefPubMedPubMedCentral
40.
go back to reference Bays HE, González-Campoy JM, Bray GA, Kitabchi AE, Bergman DA, Schorr AB, Rodbard HW, Henry RR. Pathogenic potential of adipose tissue and metabolic consequences of adipocyte hypertrophy and increased visceral adiposity. Expert Rev Cardiovasc Ther. 2008;6(3):343–68.CrossRefPubMed Bays HE, González-Campoy JM, Bray GA, Kitabchi AE, Bergman DA, Schorr AB, Rodbard HW, Henry RR. Pathogenic potential of adipose tissue and metabolic consequences of adipocyte hypertrophy and increased visceral adiposity. Expert Rev Cardiovasc Ther. 2008;6(3):343–68.CrossRefPubMed
41.
go back to reference Nóvoa FJ, Boronat M, Saavedra P, Díaz-Cremades JM, Varillas VF, La Roche F, Alberiche MP, Carrillo A. Differences in cardiovascular risk factors, insulin resistance, and insulin secretion in individuals with normal glucose tolerance and in subjects with impaired glucose regulation: the Telde Study. Diabetes Care. 2005;28(10):2388–93.CrossRefPubMed Nóvoa FJ, Boronat M, Saavedra P, Díaz-Cremades JM, Varillas VF, La Roche F, Alberiche MP, Carrillo A. Differences in cardiovascular risk factors, insulin resistance, and insulin secretion in individuals with normal glucose tolerance and in subjects with impaired glucose regulation: the Telde Study. Diabetes Care. 2005;28(10):2388–93.CrossRefPubMed
42.
go back to reference Nokiba H, Takei T, Suto C, Nitta K. Association between Ophthalmological Changes and Cardiovascular diseases in patients with chronic kidney Disease Undergoing Hemodialysis. J Atheroscler Thromb. 2015;22(12):1248–54.CrossRefPubMed Nokiba H, Takei T, Suto C, Nitta K. Association between Ophthalmological Changes and Cardiovascular diseases in patients with chronic kidney Disease Undergoing Hemodialysis. J Atheroscler Thromb. 2015;22(12):1248–54.CrossRefPubMed
43.
go back to reference Sattar N, Rawshani A, Franzén S, Rawshani A, Svensson AM, Rosengren A, McGuire DK, Eliasson B, Gudbjörnsdottir S. Age at diagnosis of type 2 diabetes Mellitus and associations with Cardiovascular and Mortality risks. Circulation. 2019;139(19):2228–37.CrossRefPubMed Sattar N, Rawshani A, Franzén S, Rawshani A, Svensson AM, Rosengren A, McGuire DK, Eliasson B, Gudbjörnsdottir S. Age at diagnosis of type 2 diabetes Mellitus and associations with Cardiovascular and Mortality risks. Circulation. 2019;139(19):2228–37.CrossRefPubMed
44.
go back to reference Stratton IM, Adler AI, Neil HA, Matthews DR, Manley SE, Cull CA, Hadden D, Turner RC, Holman RR. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ (Clinical Res ed). 2000;321(7258):405–12.CrossRef Stratton IM, Adler AI, Neil HA, Matthews DR, Manley SE, Cull CA, Hadden D, Turner RC, Holman RR. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ (Clinical Res ed). 2000;321(7258):405–12.CrossRef
45.
go back to reference Peters SA, Huxley RR, Woodward M. Diabetes as a risk factor for stroke in women compared with men: a systematic review and meta-analysis of 64 cohorts, including 775,385 individuals and 12,539 strokes. Lancet (London England). 2014;383(9933):1973–80.CrossRefPubMed Peters SA, Huxley RR, Woodward M. Diabetes as a risk factor for stroke in women compared with men: a systematic review and meta-analysis of 64 cohorts, including 775,385 individuals and 12,539 strokes. Lancet (London England). 2014;383(9933):1973–80.CrossRefPubMed
46.
go back to reference Silbert R, Salcido-Montenegro A, Rodriguez-Gutierrez R, Katabi A, McCoy RG. Hypoglycemia among patients with type 2 diabetes: epidemiology, risk factors, and Prevention Strategies. Curr Diab Rep. 2018;18(8):53.CrossRefPubMedPubMedCentral Silbert R, Salcido-Montenegro A, Rodriguez-Gutierrez R, Katabi A, McCoy RG. Hypoglycemia among patients with type 2 diabetes: epidemiology, risk factors, and Prevention Strategies. Curr Diab Rep. 2018;18(8):53.CrossRefPubMedPubMedCentral
47.
go back to reference Villegas R, Shu XO, Li H, Yang G, Matthews CE, Leitzmann M, Li Q, Cai H, Gao YT, Zheng W. Physical activity and the incidence of type 2 diabetes in the Shanghai women’s health study. Int J Epidemiol. 2006;35(6):1553–62.CrossRefPubMed Villegas R, Shu XO, Li H, Yang G, Matthews CE, Leitzmann M, Li Q, Cai H, Gao YT, Zheng W. Physical activity and the incidence of type 2 diabetes in the Shanghai women’s health study. Int J Epidemiol. 2006;35(6):1553–62.CrossRefPubMed
48.
go back to reference Denche-Zamorano Á, Mendoza-Muñoz DM, Barrios-Fernandez S, Perez-Corraliza C, Franco-García JM, Carlos-Vivas J, Pastor-Cisneros R, Mendoza-Muñoz M. Physical activity reduces the risk of developing diabetes and diabetes medication use. Healthc (Basel Switzerland) 2022, 10(12). Denche-Zamorano Á, Mendoza-Muñoz DM, Barrios-Fernandez S, Perez-Corraliza C, Franco-García JM, Carlos-Vivas J, Pastor-Cisneros R, Mendoza-Muñoz M. Physical activity reduces the risk of developing diabetes and diabetes medication use. Healthc (Basel Switzerland) 2022, 10(12).
49.
go back to reference Tsimihodimos V, Gonzalez-Villalpando C, Meigs JB, Ferrannini E. Hypertension and Diabetes Mellitus: Coprediction and Time Trajectories. Hypertension (Dallas, Tex: 1979) 2018, 71(3):422–428. Tsimihodimos V, Gonzalez-Villalpando C, Meigs JB, Ferrannini E. Hypertension and Diabetes Mellitus: Coprediction and Time Trajectories. Hypertension (Dallas, Tex: 1979) 2018, 71(3):422–428.
51.
go back to reference Tomlinson B, Patil NG, Fok M, Lam CWK. Managing dyslipidemia in patients with type 2 diabetes. Expert Opin Pharmacother. 2021;22(16):2221–34.CrossRefPubMed Tomlinson B, Patil NG, Fok M, Lam CWK. Managing dyslipidemia in patients with type 2 diabetes. Expert Opin Pharmacother. 2021;22(16):2221–34.CrossRefPubMed
52.
go back to reference Sarwar N, Danesh J, Eiriksdottir G, Sigurdsson G, Wareham N, Bingham S, Boekholdt SM, Khaw KT, Gudnason V. Triglycerides and the risk of coronary heart disease: 10,158 incident cases among 262,525 participants in 29 western prospective studies. Circulation. 2007;115(4):450–8.CrossRefPubMed Sarwar N, Danesh J, Eiriksdottir G, Sigurdsson G, Wareham N, Bingham S, Boekholdt SM, Khaw KT, Gudnason V. Triglycerides and the risk of coronary heart disease: 10,158 incident cases among 262,525 participants in 29 western prospective studies. Circulation. 2007;115(4):450–8.CrossRefPubMed
53.
go back to reference Kahn SE, Prigeon RL, Schwartz RS, Fujimoto WY, Knopp RH, Brunzell JD, Porte D Jr. Obesity, body fat distribution, insulin sensitivity and islet beta-cell function as explanations for metabolic diversity. J Nutr. 2001;131(2):354s–60.CrossRefPubMed Kahn SE, Prigeon RL, Schwartz RS, Fujimoto WY, Knopp RH, Brunzell JD, Porte D Jr. Obesity, body fat distribution, insulin sensitivity and islet beta-cell function as explanations for metabolic diversity. J Nutr. 2001;131(2):354s–60.CrossRefPubMed
Metadata
Title
Exploring determinants of sex and family history-based disparity in type 2 diabetes mellitus prevalence among clinical patients
Authors
Fahad Abdulaziz Alrashed
Muhammad Iqbal
Abdulrahman M Alsubiheen
Tauseef Ahmad
Publication date
01-12-2024
Publisher
BioMed Central
Keyword
Type 2 Diabetes
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-18170-0

Other articles of this Issue 1/2024

BMC Public Health 1/2024 Go to the issue