Factors associated with pre-diabetes in Tehranian men and women: A structural equations modeling

被引:17
作者
Amiri, Parisa [1 ]
Jalali-Farahani, Sara [1 ,2 ]
Karimi, Mehrdad [1 ,3 ]
Taherian, Reza [1 ,2 ]
Kazempour-Ardebili, Sara [4 ]
Hosseini-Esfahani, Firoozeh [5 ]
Mirmiran, Parvin [5 ]
Azizi, Fereidoun [4 ]
机构
[1] Shahid Beheshti Univ Med Sci, Res Inst Endocrine Sci, Res Ctr Social Determinants Hlth, Tehran, Iran
[2] Shahid Beheshti Univ Med Sci, Student Res Comm, Tehran, Iran
[3] Univ Tehran Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Tehran, Iran
[4] Shahid Beheshti Univ Med Sci, Res Inst Endocrine Sci, Endocrine Res Ctr, Tehran, Iran
[5] Shahid Beheshti Univ Med Sci, Res Inst Endocrine Sci, Nutr & Endocrine Res Ctr, Tehran, Iran
来源
PLOS ONE | 2017年 / 12卷 / 12期
关键词
IMPAIRED FASTING GLUCOSE; RISK-FACTORS; PHYSICAL-ACTIVITY; NATIONAL-HEALTH; SEX-DIFFERENCES; POPULATION; DISEASE; QUESTIONNAIRE; PREVALENCE; METABOLISM;
D O I
10.1371/journal.pone.0188898
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objective To examine associations of sex-specific related factors with pre-diabetes in Tehranian nondiabetic adults. Methods This study has been conducted within the framework of the Tehran Lipid and Glucose Study (TLGS) between 2008-2010. A total of 5568 (55.4% female) non-diabetic adults, aged >= 20 years, selected from among participants of the TLGS, were recruited for the study. Data on socio-behavioral factors, family history of diabetes and cardio-metabolic risk factors were included in the hypothesized model to test their direct and indirect associations with pre-diabetes in men and women separately, using structural equation modeling. Results Pre-diabetes was diagnosed in 23.6% of participants, with significantly higher prevalence in men compared to women (27.4% and 20.5%, respectively; p < 0.001). Body mass index (BMI) and triglycerides (TG) in both sexes and hypertension and high density lipoprotein only in women, were directly associated with pre-diabetes (p < 0.05). Poor diet in women was the only behavioral factor directly associated with pre-diabetes (p < 0.05). Age in both sexes and education, only in women, were directly associated with pre-diabetes. In both genders, age, marital status, education, employment, poor diet and leisure time physical activity were indirectly associated with pre-diabetes through cardio-metabolic risk factors. Conclusions The main modifiable factors directly associated with pre-diabetes were TG in women and BMI in men, which need to be prioritized in health policies for diabetes prevention programs in Tehranian adults. Future research should focus on the gender-specific determinants and underlying mechanisms for TG levels and BMI status among this population.
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页数:14
相关论文
共 39 条
[1]   Prevalence of pre-diabetes and associated risk factors in an adult Omani population [J].
Al-Shafaee, Mohammed A. ;
Bhargava, Kamlesh ;
Al-Farsi, Yahya Mohammed ;
Mcilvenny, Shirley ;
Al-Mandhari, Ahmed ;
Al-Adawi, Samir ;
Al Maniri, Abdullah .
INTERNATIONAL JOURNAL OF DIABETES IN DEVELOPING COUNTRIES, 2011, 31 (03) :166-173
[2]   Prevalence of diabetes and prediabetes (impaired fasting glucose and/or impaired glucose tolerance) in urban and rural India: Phase I results of the Indian Council of Medical Research-INdia DIABetes (ICMR-INDIAB) study [J].
Anjana, R. M. ;
Pradeepa, R. ;
Deepa, M. ;
Datta, M. ;
Sudha, V. ;
Unnikrishnan, R. ;
Bhansali, A. ;
Joshi, S. R. ;
Joshi, P. P. ;
Yajnik, C. S. ;
Dhandhania, V. K. ;
Nath, L. M. ;
Das, A. K. ;
Rao, P. V. ;
Madhu, S. V. ;
Shukla, D. K. ;
Kaur, T. ;
Priya, M. ;
Nirmal, E. ;
Parvathi, S. J. ;
Subhashini, S. ;
Subashini, R. ;
Ali, M. K. ;
Mohan, V. .
DIABETOLOGIA, 2011, 54 (12) :3022-3027
[3]   Cardiovascular risk factors in an Iranian urban population: Tehran Lipid and Glucose Study (Phase 1) [J].
Azizi, F ;
Rahmani, M ;
Emami, H ;
Mirmiran, P ;
Hajipour, R ;
Madjid, M ;
Ghanbili, J ;
Ghanbarian, A ;
Mehrabi, Y ;
Saadat, N ;
Salehi, R ;
Mortazavi, N ;
Heydarian, P ;
Sarbazi, N ;
Allahverdian, S ;
Saadati, N ;
Ainy, E ;
Moeini, S .
SOZIAL-UND PRAVENTIVMEDIZIN, 2002, 47 (06) :408-426
[4]   Prevention of non-communicable disease in a population in nutrition transition: Tehran Lipid and Glucose Study phase II [J].
Azizi, Fereidoun ;
Ghanbarian, Arash ;
Momenan, Amir Abbas ;
Hadaegh, Farzad ;
Mirmiran, Parvin ;
Hedayati, Mehdi ;
Mehrabi, Yadollah ;
Zahedi-Asl, Saleh .
TRIALS, 2009, 10
[5]   A Novel Use of Structural Equation Models to Examine Factors Associated With Prediabetes Among Adults Aged 50 Years and Older: National Health and Nutrition Examination Survey 2001-2006 [J].
Bardenheier, Barbara H. ;
Bullard, Kai McKeever ;
Caspersen, Carl J. ;
Cheng, Yiling J. ;
Gregg, Edward W. ;
Geiss, Linda S. .
DIABETES CARE, 2013, 36 (09) :2655-2662
[6]   EPIDEMIOLOGY OF TRIGLYCERIDES - A VIEW FROM FRAMINGHAM [J].
CASTELLI, WP .
AMERICAN JOURNAL OF CARDIOLOGY, 1992, 70 (19) :H3-H9
[7]   Modifiable risk factors associated with prediabetes in men and women: a cross-sectional analysis of the cohort study in primary health care on the evolution of patients with prediabetes (PREDAPS-Study) [J].
Diaz-Redondo, Alicia ;
Giraldez-Garcia, Carolina ;
Carrillo, Lourdes ;
Serrano, Rosario ;
Javier Garcia-Soidan, Francisco ;
Artola, Sara ;
Franch, Josep ;
Diez, Javier ;
Ezkurra, Patxi ;
Manuel Millaruelo, Jose ;
Segui, Mateu ;
Sangros, Javier ;
Martinez-Candela, Juan ;
Munoz, Pedro ;
Goday, Albert ;
Regidor, Enrique .
BMC FAMILY PRACTICE, 2015, 16
[8]   Reproducibility and Relative Validity of Food Group Intake in a Food Frequency Questionnaire Developed for the Tehran Lipid and Glucose Study [J].
Esfahani, Firoozeh Hosseini ;
Asghari, Golaleh ;
Mirmiran, Parvin ;
Azizi, Fereidoun .
JOURNAL OF EPIDEMIOLOGY, 2010, 20 (02) :150-158
[9]   Dietary patterns and markers of systemic inflammation among Iranian women [J].
Esmaillzadeh, Ahmad ;
Kimiagar, Masoud ;
Mehrabi, Yadollah ;
Azadbakht, Leila ;
Hu, Frank B. ;
Willett, Walter C. .
JOURNAL OF NUTRITION, 2007, 137 (04) :992-998
[10]   Trends in the prevalence of diabetes and impaired fasting glucose in association with obesity in Iran: 2005-2011 [J].
Esteghamati, Alireza ;
Etemad, Koorosh ;
Koohpayehzadeh, Jalil ;
Abbasi, Mehrshad ;
Meysamie, Alipasha ;
Noshad, Sina ;
Asgari, Fereshteh ;
Mousavizadeh, Mostafa ;
Rafei, Ali ;
Khajeh, Elias ;
Neishaboury, Mohamadreza ;
Sheikhbahaei, Sara ;
Nakhjavani, Manouchehr .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2014, 103 (02) :319-327