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Abate TW, Genanew A, Gedamu H, Tegenaw A, Ayalew E, Berhie AY, Ergetie T, Shibesh BF. Unmasking the silent epidemic: a comprehensive systematic review and meta-analysis of undiagnosed diabetes in Ethiopian adults. Front Endocrinol (Lausanne) 2024; 15:1372046. [PMID: 39086906 PMCID: PMC11288971 DOI: 10.3389/fendo.2024.1372046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 07/03/2024] [Indexed: 08/02/2024] Open
Abstract
Background Undiagnosed diabetes mellitus poses a significant global public health concern, exerting a substantial impact on the well-being of individuals, their families, and societies at large. Those individuals with undiagnosed diabetes miss opportunities to maintain quality of life and prevent diabetes-related complications. Even if there are ample primary studies on undiagnosed diabetes in Ethiopia, the results reveal conflicting results. Therefore, a comprehensive national picture of undiagnosed diabetes is essential for designing effective strategies at the national level. Methods This study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for prevalence studies (PROSPERO ID: CRD42021266676). PubMed, Web of Science and the World Health Organization's Hinari portal were searched using a strategy developed in collaboration with Liberians. The inclusion criteria comprised studies reporting undiagnosed diabetes in Ethiopia. Two independent reviewers conducted a quality assessment using a 10-item appraisal tool. Meta-analysis and meta-regression were performed using a random-effects model. Result Twenty-five studies with 22,193 participants met the inclusion criteria. The pooled prevalence of undiagnosed diabetes among the Ethiopian adult population was 5.68% (95% CI: 4.53 - 6.83, I2 = 75.4). Factors significantly associated with undiagnosed diabetes include age, waist circumference, overweight, family history of diabetes, and a history of hypertension. Conclusion Our systematic review found a noteworthy prevalence of undiagnosed diabetes in Ethiopia. The majority of factors linked with undiagnosed diabetes in this review were modifiable. This underscores the importance of targeted factors and public health interventions to improve early detection and reduce the burden of undiagnosed diabetes and its complications in Ethiopia. Systematic review registration https://www.crd.york.ac.uk/prospero, identifier CRD42021266676.
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Affiliation(s)
- Teshager Woldegiyorgis Abate
- Faculty of Nursing University of Alberta, Edmonton Clinic Health Academy, Edmonton, AB, Canada
- Department of Adult Health Nursing, Scholl of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Ashenafi Genanew
- Department of Pharmacy, School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Haileyesus Gedamu
- Department of Adult Health Nursing, School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Abebu Tegenaw
- Department of Adult Health Nursing, School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Emiru Ayalew
- Department of Adult Health Nursing, School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Alemeshet Yirga Berhie
- Department of Adult Health Nursing, School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Temesgen Ergetie
- Department of Psychiatry, School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Belayneh Fentahun Shibesh
- Faculty of Medicine and Health Sciences, University of Oviedo, Oviedo, Spain
- Department of Public Health, Medical School of the University of Nicosia, Nicosia, Cyprus
- Nature, Climate and Health, United Nations University CRIS, Bruges, Belgium
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De Zoysa W, Weerarathna TP, Wasana KGP, Weerarathna MK, Senadeera V. Positive parental history of diabetes is associated with early diagnosis, better dietary compliance, and glycemic control among type 2 diabetes patients in southern Sri Lanka. Diabetol Metab Syndr 2024; 16:158. [PMID: 38992776 PMCID: PMC11238505 DOI: 10.1186/s13098-024-01394-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 06/29/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND Parental history of diabetes is an established risk factor for type 2 diabetes mellitus (T2DM). There is limited data on the association of parental history with the prevalence of T2DM in Sri Lanka. The study aims to examine the prevalence and correlation of parental history and factors such as the onset age, glycaemic control, and self-reported dietary compliance among T2DM patients. With a rising incidence of T2DM in Sri Lanka, understanding the impact of parental history on age at diagnosis and glycemic control can aid in targeted screening and interventions. METHODS A cross-sectional study was carried out on 500 T2DM patients attending a diabetes clinic in Galle, the capital of Southern Sri Lanka with a multiethnic population. Convenient sampling strategy was followed in the recruitment process and a questionnaire-based method was used to collect the data. All the collected data was analysed using SPSS V 25.0. RESULTS 51.2% had a parental history of T2DM, and those with a positive parental history were diagnosed six years earlier than those with a negative parental history (p < 0.001). A significant correlation between parental history and gestational diabetes mellitus (GDM) was observed (p < 0.001). Patients with a parental history reported better dietary adherence (p < 0.001). Binary logistic regression analysis revealed patients with positive parental history had significantly lower HbA1C (p = 0.003, OR = 0.748). CONCLUSION T2DM patients with a parental history showed significant association with early diabetes onset, GDM, better glycemic control, and dietary adherence.
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Affiliation(s)
- Warsha De Zoysa
- Department of Medicine, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka.
| | | | | | | | - Vidarsha Senadeera
- University Medical Unit, Teaching Hospital, Karapitiya, Galle, Sri Lanka
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Ndetei DM, Mutiso V, Musyimi C, Nyamai P, Lloyd C, Sartorius N. Association of type 2 diabetes with family history of diabetes, diabetes biomarkers, mental and physical disorders in a Kenyan setting. Sci Rep 2024; 14:11037. [PMID: 38745063 PMCID: PMC11094016 DOI: 10.1038/s41598-024-61984-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/13/2024] [Indexed: 05/16/2024] Open
Abstract
This study aimed to determine the degree of family relations and associated socio-demographics characteristics, clinical/physical and mental disorders in type 2 diabetes mellitus in a Kenyan diabetes clinic. This study was part of a large multicentre study whose protocol and results had been published. It took place at the outpatient diabetes clinic at a County Teaching and Referral Hospital in South East Kenya involving 182 participants. We used a socio-demographic questionnaire, the Hamilton Depression (HAM-D) and PHQ-9 rating scales for depression, the MINI International Neuropsychiatric Interview (MINI; V5 or V6) for DSM-5 diagnoses, the WHO-5 Well-being scale and Problem Areas in Diabetes Scale (PAID). We extracted from the notes all physical conditions. We enquired about similar conditions in 1st and 2nd degree relatives. Descriptive, Chi-square test, Fisher's exact test, one way ANOVA, and Multinomial logistic regression analysis were conducted to test achievements of our specific aims. Of the 182 patients who participated in the study, 45.1% (82/182) reported a family history of diabetes. Conditions significantly (p < 0.05) associated with a degree of family history of diabetes were retinopathy, duration of diabetes (years), hypertension, and depressive disorder. On average 11.5% (21/182) scored severe depression (≥ 10) on PHQ-9 and 85.2% (115/182) scored good well-being (≥ 13 points). All DSM-5 psychiatric conditions were found in the 182 patients in varying prevalence regardless of relations. In addition, amongst the 182 patients, the highest prevalence was poor well-being on the WHO quality of life tool. This was followed by post-traumatic disorders (current), suicidality, and psychotic lifetime on DSM-5. The least prevalent on DSM-5 was eating disorders. Some type 2 diabetes mellitus physical disorders and depression have increased incidence in closely related patients. Overall, for all the patients, the prevalence of all DSM-5 diagnoses varied from 0.5 to 9.9%.
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Affiliation(s)
- David M Ndetei
- Department of Psychiatry, University of Nairobi, Nairobi, Kenya.
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya.
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya.
| | - Victoria Mutiso
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | - Christine Musyimi
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | - Pascalyne Nyamai
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | | | - Norman Sartorius
- Association for the Improvement of Mental Health Programmes (AMH), Geneva, Switzerland
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Liao PJ, Ting MK, Kuo CF, Ding YH, Lin CM, Hsu KH. Kinship analysis of type 2 diabetes mellitus familial aggregation in Taiwan. Biomed J 2023; 46:100549. [PMID: 35863666 PMCID: PMC10345230 DOI: 10.1016/j.bj.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 05/11/2022] [Accepted: 07/11/2022] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Family disease history plays a vital role in type 2 diabetes mellitus (T2DM) risk. However, the familial aggregation of T2DM among different kinship relatives warrants further investigation. METHODS This nationwide kinship relationship study collected 2000-2016 data of two to five generations of the Taiwanese population from the National Health Insurance Research Database. Approximately 4 million family trees were constructed from the records of 20, 890, 264 Taiwanese residents during the study period. T2DM was diagnosed on the basis of ICD-9-CM codes 250.x0 or 250.x2, with three consecutive related prescriptions. The Cox proportional hazard model was used for statistical analysis. RESULTS Compared with their counterparts, individuals who had first-degree relatives with T2DM were more likely to develop T2DM during the follow-up period (hazard ratio [HR], 2.37-27.75), followed by individuals who had second-degree relatives with T2DM (HR, 1.29-1.88). T2DM relative risk was higher in those with an affected mother than in those with affected father. The HR for T2DM was 20.32 (95%CI = 15.64-26.42) among male individuals with an affected twin brother, whereas among female individuals with an affected twin sister, it was 60.07 (95%CI = 40.83-88.36). The HRs presented a dose-response relationship with the number of affected family members. CONCLUSION The study suggests a significant familial aggregation of T2DM occurrence; these findings could aid in identifying the high-risk group for T2DM and designing early intervention strategies and treatment plans.
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Affiliation(s)
- Pei-Ju Liao
- International Program of Health Informatics and Management, and Master Degree Program in Health and Long-term Care Industry, Chang Gung University, Taoyuan, Taiwan; Department of Nephrology, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan
| | - Ming-Kuo Ting
- Division of Endocrinology and Metabolism, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan
| | - Chang-Fu Kuo
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital at Taoyuan, Taoyuan, Taiwan
| | - Yu-Hao Ding
- Laboratory for Epidemiology, Department of Health Care Management, and Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ciao-Ming Lin
- Laboratory for Epidemiology, Department of Health Care Management, and Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Kuang-Hung Hsu
- Laboratory for Epidemiology, Department of Health Care Management, and Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Emergency Medicine, Department of Urology, Chang Gung Memorial Hospital at Taoyuan, Taoyuan, Taiwan; Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan; Department of Safety, Health and Environmental Engineering, Ming Chi University of Technology, New Taipei, Taiwan.
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Shah RD, Chernausek SD, El ghormli L, Geffner ME, Keady J, Kelsey MM, Farrell R, Tesfaldet B, Tryggestad JB, Van Name M, Isganaitis E. Maternal Diabetes in Youth-Onset Type 2 Diabetes Is Associated With Progressive Dysglycemia and Risk of Complications. J Clin Endocrinol Metab 2023; 108:1120-1131. [PMID: 36446741 PMCID: PMC10306086 DOI: 10.1210/clinem/dgac663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022]
Abstract
CONTEXT Prenatal exposures, including undernutrition, overnutrition, and parental diabetes, are recognized risk factors for future cardiometabolic disease. There are currently no data on effects of parental diabetes on disease progression or complications in youth-onset type 2 diabetes (T2D). OBJECTIVE We analyzed effects of parental diabetes history on glycemic outcomes, β-cell function, and complications in a US cohort of youth-onset T2D. METHODS Participants (N = 699) aged 10 to 17 years with T2D were enrolled at 15 US centers and followed for up to 12 years as part of the TODAY (Treatment Options for type 2 Diabetes in Adolescents and Youth) and TODAY2 follow-up studies. Information about diabetes diagnosis in biological mothers was available for 621 participants (never = 301; before or during pregnancy = 218; after pregnancy = 102) and in biological fathers for 519 (no diabetes = 352; paternal diabetes = 167). RESULTS Maternal, but not paternal, diabetes was associated with loss of glycemic control over time, defined as glycated hemoglobin A1c greater than or equal to 8% for more than 6 months (P = .001). Similarly, maternal, but not paternal, diabetes was associated with increased risk of glomerular hyperfiltration (P = .01) and low heart rate variability (P = .006) after 12 years of follow-up. Effects were largely independent of age, sex, race/ethnicity, and household income. Maternal diabetes during vs after pregnancy had similar effects on outcomes. CONCLUSION Maternal diabetes, regardless of whether diagnosed during vs after pregnancy, is associated with worse glycemic control, glomerular hyperfiltration, and reduced heart rate variability in youth with T2D in TODAY. The strong associations of diabetes outcomes with maternal diabetes suggest a possible role for in utero programming.
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Affiliation(s)
- Rachana D Shah
- Department of Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Steven D Chernausek
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma 73117-1215, USA
| | - Laure El ghormli
- Department of Biostatistics and Bioinformatics, Biostatistics Center, George Washington University, Rockville, Maryland 20852, USA
| | - Mitchell E Geffner
- Department of Pediatrics, Saban Research Institute of Children's Hospital of Los Angeles, Keck School of Medicine of the University of Southern California, Los Angeles, California 90027, USA
| | - Joyce Keady
- Pediatric, Adolescent and Young Adult Unit, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts 02215, USA
| | - Megan M Kelsey
- Department of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Children's Hospital Colorado, Aurora, Colorado 80045, USA
| | - Ryan Farrell
- Department of Pediatric Endocrinology, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Bereket Tesfaldet
- Department of Biostatistics and Bioinformatics, Biostatistics Center, George Washington University, Rockville, Maryland 20852, USA
| | - Jeanie B Tryggestad
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma 73117-1215, USA
| | - Michelle Van Name
- Department of Endocrinology, Yale School of Medicine, New Haven, Connecticut 06510, USA
| | - Elvira Isganaitis
- Pediatric, Adolescent and Young Adult Unit, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts 02215, USA
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Eberle C, Kirchner MF, Herden R, Stichling S. Paternal metabolic and cardiovascular programming of their offspring: A systematic scoping review. PLoS One 2020; 15:e0244826. [PMID: 33382823 PMCID: PMC7775047 DOI: 10.1371/journal.pone.0244826] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 12/16/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND There is lots of evidence that maternal peri-gestational metabolic, genomic and environmental conditions are closely linked to metabolic and cardiovascular outcomes in their offspring later in life. Moreover, there is also lotsof evidence that underlining mechanisms, such as molecular as well as epigenetic changes may alter the intrauterine environment leading to cardio-metabolic diseases in their offspring postnatal. But, there is also increasing evidence that cardio-metabolic diseases may be closely linked to their paternal metabolic risk factors, such as obesity, Type 2 Diabetes and other risk factors. OBJECTIVE To analyse the evidence as well as specific risk factors of paternal trans-generational programming of cardio-metabolic diseases in their offspring. METHODS Within a systematic scoping review, we performed a literature search in MEDLINE (PubMed) and EMBASE databases in August 2020 considering original research articles (2000-2020) that examined the impact of paternal programming on metabolic and cardiovascular offspring health. Epidemiological, clinical and experimental studies as well as human and animal model studies were included. RESULTS From n = 3.199 citations, n = 66 eligible studies were included. We selected n = 45 epidemiological as well as clinical studies and n = 21 experimental studies. In brief, pre-conceptional paternal risk factors, such as obesity, own birth weight, high-fat and low-protein diet, undernutrition, diabetes mellitus, hyperglycaemia, advanced age, smoking as well as environmental chemical exposure affect clearly metabolic and cardiovascular health of their offspring later in life. CONCLUSIONS There is emerging evidence that paternal risk factors, such as paternal obesity, diabetes mellitus, nutritional habits, advanced age and exposure to environmental chemicals or cigarette smoke, are clearly associated with adverse effects in metabolic and cardiovascular health in their offspring. Compared to maternal programming, pre-conceptional paternal factors might also have also a substantial effect in the sense of trans-generational programming of their offspring and need further research.
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Affiliation(s)
- Claudia Eberle
- Medicine with Specialization in Internal Medicine and General Medicine, Hochschule Fulda–University of Applied Sciences, Fulda, Germany
- * E-mail:
| | - Michaela F. Kirchner
- Medicine with Specialization in Internal Medicine and General Medicine, Hochschule Fulda–University of Applied Sciences, Fulda, Germany
| | - Raphaela Herden
- Medicine with Specialization in Internal Medicine and General Medicine, Hochschule Fulda–University of Applied Sciences, Fulda, Germany
| | - Stefanie Stichling
- Medicine with Specialization in Internal Medicine and General Medicine, Hochschule Fulda–University of Applied Sciences, Fulda, Germany
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Middleton TL, Brooks BA, Constantino MI, Wu T, Wong J, Yue DK. Maternal vs paternal diabetes: The parental history is different in younger onset versus older onset type 2 diabetes. J Diabetes Complications 2019; 33:107440. [PMID: 31676253 DOI: 10.1016/j.jdiacomp.2019.107440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 08/08/2019] [Accepted: 08/26/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND A number of previous studies exploring family history of type 2 diabetes have reported a predominance of maternal diabetes. These studies have not explicitly compared parental history of diabetes across the spectrum of disease onset from youth to later adulthood. METHODS Family history data from 11,467 patients with type 2 diabetes were extracted from the RPA Diabetes Centre database. Parental histories of diabetes were compared across a range of age of diagnosis strata (15-<30, 30-<40, 40-<50, 50-<60 and 60-<70 years). For the young-onset group (diagnosed between 15 and 30 years of age), associations between parental history of diabetes and the presence of cardio-metabolic risk factors and diabetic complications were also explored. RESULTS For the total cohort and within each age of diagnosis strata, more individuals reported maternal history than paternal history of diabetes. The young-onset group demonstrated the highest prevalence of any parental history of diabetes (60.7%), the highest combined maternal and paternal history (15.8%) and the smallest differential between maternal (25.1%) and paternal (19.7%) history of diabetes. Within the young-onset group, no significant association between parental history and cardio-metabolic risk factors or diabetic complications were identified after a median of 15.0 years of diabetes exposure. CONCLUSION Overall, our results demonstrate a consistent maternal excess of diabetes which could be consistent with an underlying epigenetic effect. However, the differential between maternal and paternal history is significantly lower in the young-onset group. Earlier emergence of type 2 diabetes may therefore reflect a different interaction and impact of genetic and environmental factors.
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Affiliation(s)
- Timothy L Middleton
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; School of Medicine, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Belinda A Brooks
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
| | - Maria I Constantino
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; School of Medicine, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Ted Wu
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Jencia Wong
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; School of Medicine, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Dennis K Yue
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia; School of Medicine, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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Alramadan MJ, Magliano DJ, Alhamrani HA, Alramadan AJ, Alameer SM, Amin GM, Alkharras WA, Bayaseh NA, Billah B. Lifestyle factors and macro- and micro-vascular complications among people with type 2 diabetes in Saudi Arabia. Diabetes Metab Syndr 2019; 13:484-491. [PMID: 30641750 DOI: 10.1016/j.dsx.2018.11.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 11/02/2018] [Indexed: 12/11/2022]
Abstract
AIMS The aim of this study is to identify lifestyle factors that place people with type 2 diabetes in Saudi Arabia at a greater risk of macro- and microvascular complications. METHODS A survey was conducted among adults with type 2 diabetes who attended diabetes centres in three major cities in Saudi Arabia. Participants were interviewed and their medical files were reviewed for lab test results and documented comorbidities. Associations between complication and lifestyle factors were assessed using multiple logistic regression analysis. RESULTS A total of 1121 participants were recruited. Mean age was 57.6 (±11.1) years. The prevalence of coronary artery disease, diabetic foot, and stroke was 17.0%, 13.1% and 3.7%, and that of neuropathy, renal impairment, and retinopathy was 20.3%, 14.5%, and 42.8% respectively. Lifestyle factors associated with one or more of the complications were inadequate physical activity, longer sitting time, obesity, current or past smoking, passive smoking, hypertension, poor glycaemic control, low HDL and high triglycerides. CONCLUSIONS Diabetes complications are common among people with type 2 diabetes in Saudi Arabia. Life style factors such as inadequate physical activity, longer sitting time, obesity, smoking, hypertension, and poor control of blood glucose and lipids should be assimilated into complications prevention program.
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Affiliation(s)
- Mohammed J Alramadan
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Dianna J Magliano
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia; Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | | | | | - Sara M Alameer
- King Khalid University Hospital- King Saud University Medical City, Riyadh, Saudi Arabia
| | - Ghada Mohammed Amin
- King Abdulaziz University Hospital- King Saud University Medical City, Riyadh, Saudi Arabia
| | - Wed A Alkharras
- King Abdulaziz University Hospital- King Saud University Medical City, Riyadh, Saudi Arabia
| | - Nour A Bayaseh
- University of Science and Technology, Sana'a, Republic of Yemen
| | - Baki Billah
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia.
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Haghighatpanah M, Nejad ASM, Haghighatpanah M, Thunga G, Mallayasamy S. Factors that Correlate with Poor Glycemic Control in Type 2 Diabetes Mellitus Patients with Complications. Osong Public Health Res Perspect 2018; 9:167-174. [PMID: 30159222 PMCID: PMC6110332 DOI: 10.24171/j.phrp.2018.9.4.05] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Objectives Inadequate glycemic control amongst patients with Type 2 diabetes mellitus (T2DM) indicates a major public health problem and a significant risk factor for the progression and complications caused by diabetes. Glycemic control is the main therapeutic objective for the prevention of organ damage and other complications arising from diabetes. Methods This was a retrospective observational study of T2DM patients with complications, who were aged 40 years and older. The study was conducted retrospectively on medical records (in-patient and out-patient) obtained from a South Indian teaching hospital, Manipal, India. The patients included in the study had fasting blood sugar, postprandial blood sugar and HbA1c measured at least twice during follow-ups the previous year. Patients' HbA1c levels were categorized into good control ≤7% (≤53mmol/mol), and poor control >7% (>53mmol/mol), and patients' characteristics were analyzed. Results A total of 657 patients were included in the study. The mean age was 59.67 (SD = 9.617) years, with 152 (23.1%) females and 505 (76.9%) males, and 514 (78.2%) patients had poor glycemic control. Most of the patients were on insulin mono-therapy [n = 271 (42.1%)], about a third of the patients were on combination therapy that included an oral hypoglycemic agent and insulin [n = 236 (36.6%)]. Patients with a history of more than 10 years of diabetes [n = 293 (44.6%)], had a family history of diabetes [n = 256 (39%)] and obesity [n = 95 (14.5%)], all had poor glycemic control. Conclusion This present study indicated a significant association of gender (female), age, high-density lipoprotein level, duration of diabetes and type of medication, with poor glycemic control in T2DM patients that had secondary medical complications.
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Affiliation(s)
- Mohammad Haghighatpanah
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
| | - Amir Sasan Mozaffari Nejad
- Nutrition Health Research Center, Student Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | | | - Girish Thunga
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
| | - Surulivelrajan Mallayasamy
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
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Chaturvedi R, Desai C, Patel P, Shah A, Dikshit RK. An evaluation of the impact of antidiabetic medication on treatment satisfaction and quality of life in patients of diabetes mellitus. Perspect Clin Res 2018; 9:15-22. [PMID: 29430413 PMCID: PMC5799947 DOI: 10.4103/picr.picr_140_16] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Aims: This study aims to measure the quality of life (QOL), treatment satisfaction, and tolerability of antidiabetic drugs in patients suffering from type 2 diabetes mellitus (DM). Methods: The prospective, observational study was conducted in consenting patients of type 2 DM attending the outpatient department of a tertiary care hospital in Western India. The QOL instrument for Indian diabetes (QOLID) patients questionnaire and the Diabetes Treatment Satisfaction Questionnaire were administered to all patients at baseline, 3 months, and 6 months of treatment. Tukey–Kramer comparison test was used to analyze the difference in QOLID scores in various domains at baseline, 3 months, and 6 months. WHO-UMC scale, Naranjo's probability scale, Hartwig and Siegel, and Schumock and Thornton modified criteria were used to analyze the adverse drug reactions. Results: A male preponderance was observed in 200 patients enrolled in the study. The mean duration of diabetes was 10.96 ± 5.99 years. The patients received metformin alone (40), metformin and glipizide (47), metformin, glipizide and other oral hypoglycemic agents (OHAs) (78), and OHAs and insulin (35). A significant improvement in fasting and postprandial blood sugar was observed at 6 months as compared to the baseline (P < 0.05). A total of 39 (19.5%) patients suffered from adverse effects to metformin and insulin. Physical health and physical endurance improved in patients receiving metformin alone or in combination with glipizide as compared to patients receiving other OHAs and/or insulin. Treatment satisfaction, highest in patients receiving metformin and least in those receiving insulin, was unaltered during the study period. Conclusions: While polypharmacy is evident, using lesser medicines offers better treatment satisfaction and QOL in DM. Periodic assessment of QOL and treatment satisfaction are recommended in DM.
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Affiliation(s)
- Richa Chaturvedi
- Department of Pharmacology, B. J. Medical College, Ahmedabad, Gujarat, India
| | - Chetna Desai
- Department of Pharmacology, B. J. Medical College, Ahmedabad, Gujarat, India
| | - Prakruti Patel
- Department of Pharmacology, B. J. Medical College, Ahmedabad, Gujarat, India
| | - Asha Shah
- Department of Medicine, B. J. Medical College, Ahmedabad, Gujarat, India
| | - Ram K Dikshit
- Department of Pharmacology, GCS Medical College Hospital and Research Centre, Ahmedabad, Gujarat, India
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12
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Pan YH, Huang YM, Qiao YC, Ling W, Geng LJ, Xiao JL, Zhang XX, Zhao HL. Family history and renin-angiotensin system gene polymorphisms in Chinese patients with type 2 diabetes mellitus. Medicine (Baltimore) 2017; 96:e9148. [PMID: 29390444 PMCID: PMC5758146 DOI: 10.1097/md.0000000000009148] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
A positive family history is recognized as an important risk factor for type 2 diabetes mellitus (T2DM), but the association of family history with rennin-angiotensin system (RAS) gene polymorphisms has not been reported yet, thus we aim to investigate it.Family history records, clinical and biochemical data were obtained from 1239 T2DM patients. Polymerase chain reaction (PCR) was performed for angiotensin-converting enzyme (ACE) genotyping and PCR-restricted fragment length polymorphism was used for angiotensinogen (AGT) genotyping.Patients with a negative family history had higher level of triglyceride and blood pressure, whereas those with a positive family history showed younger onset age and lower body mass index value (All P < .05), these findings were age-dependent. The percentage of hypertension was lower with a higher percentage of overweight among the patients with a positive family history (All P < .05). Patients with a positive family history and those with a negative family history had comparable genotype and allele distribution of ACE gene insertion/deletion polymorphisms and AGT gene M/T polymorphisms.A positive family history of diabetes was not associated with the RAS gene polymorphisms.
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Affiliation(s)
- Yan-Hong Pan
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
| | - Yan-Mei Huang
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
| | - Yong-Chao Qiao
- Department of Immunology, School of Basic Medicine, Central South University, Changsha, Hunan, China
| | - Wei Ling
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
| | - Li-Jun Geng
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
| | - Jian-Long Xiao
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
| | - Xiao-Xi Zhang
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
| | - Hai-Lu Zhao
- Center for Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence
- Institute of Basic Medical Sciences
- Department of Immunology, Guangxi Area of Excellence, Faculty of Basic Medicine, Guilin Medical University, Guilin
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13
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Lapeyre G, Cougnard-Grégoire A, Delyfer MN, Delcourt C, Hadjadj S, Blanco L, Pupier E, Rougier MB, Rajaobelina K, Mohammedi K, Hugo M, Korobelnik JF, Rigalleau V. A parental history of diabetes is associated with a high risk of retinopathy in patients with type 2 diabetes. DIABETES & METABOLISM 2017; 43:557-559. [PMID: 28365211 DOI: 10.1016/j.diabet.2017.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Revised: 02/03/2017] [Accepted: 02/07/2017] [Indexed: 11/18/2022]
Affiliation(s)
- G Lapeyre
- Service d'ophtalmologie, CHU de Bordeaux, 33000 Bordeaux, France; Department of endocrinology-nutrition, CHU de Bordeaux, 33000 Bordeaux, France.
| | - A Cougnard-Grégoire
- ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - M-N Delyfer
- Service d'ophtalmologie, CHU de Bordeaux, 33000 Bordeaux, France; ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - C Delcourt
- ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - S Hadjadj
- Department of diabetology, CHU de Poitiers, 86000 Poitiers, France
| | - L Blanco
- Department of endocrinology-nutrition, CHU de Bordeaux, 33000 Bordeaux, France
| | - E Pupier
- Department of endocrinology-nutrition, CHU de Bordeaux, 33000 Bordeaux, France
| | - M-B Rougier
- Service d'ophtalmologie, CHU de Bordeaux, 33000 Bordeaux, France; ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - K Rajaobelina
- ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - K Mohammedi
- Department of endocrinology, hôpital Bichat, AP-HP, 75000 Paris, France
| | - M Hugo
- Department of endocrinology-nutrition, CHU de Bordeaux, 33000 Bordeaux, France
| | - J F Korobelnik
- Service d'ophtalmologie, CHU de Bordeaux, 33000 Bordeaux, France; ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France
| | - V Rigalleau
- ISPED, university of Bordeaux, 33000 Bordeaux, France; Inserm, U1219 - Bordeaux population health research center, 33000 Bordeaux, France; Department of endocrinology-nutrition, CHU de Bordeaux, 33000 Bordeaux, France
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14
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Zhang Y, Chen H, Lu H, Shen Y, Chen R, Fang P, Du X, Bao Y, Wang C, Jia W. Prevalence and risk of diabetes based on family history in the Shanghai High-Risk Diabetic Screen (SHiDS) study. Diabet Med 2016; 33:1705-1711. [PMID: 26511673 DOI: 10.1111/dme.13013] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Revised: 09/08/2015] [Accepted: 10/26/2015] [Indexed: 12/26/2022]
Abstract
AIMS To evaluate the prevalence and risk of diabetes based on family history in high-risk subjects and also to evaluate insulin sensitivity and insulin secretion in these subjects. METHODS Data were analysed from 9756 participants in the Shanghai High-Risk Diabetic Screen (SHiDS) Project. Family history of diabetes was classified according to parental and sibling diabetes status. The prevalence and odds ratios were calculated for each grouping after adjusting for other risk factors. Insulin resistance and sensitivity were evaluated using oral glucose tolerance test-derived indices that were validated by hyperinsulinaemic-euglycaemic and hyperglycaemic clamps. RESULTS A total of 30.4% of the subjects had a family history of diabetes in a first-degree relative. The proportions of subjects with a father, mother or sibling with diabetes were 7.5, 11.9 and 5.5%, respectively. The prevalence rates of diabetes in subjects with sibling history, maternal history or paternal history of diabetes were 39.3, 38.3 and 36.4%, respectively. Sibling history was a strong risk factor for diabetes (odds ratio 1.53, 95% CI 1.27-1.84; P < 0.05). Insulin secretion was significantly lower in those with a maternal or sibling history of diabetes; however, insulin sensitivity was not significantly different among subjects with a family history of diabetes. CONCLUSIONS Sibling history of diabetes was more strongly associated with diabetes risk than parental history among high-risk subjects. Subjects with a sibling or maternal history of diabetes had significantly lower insulin secretion. Sibling history is an important and independent risk factor for diabetes even among multi-risk populations. Those with a sibling history of diabetes warrant intensive care and follow-up screening.
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Affiliation(s)
- Y Zhang
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - H Chen
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- Department of Endocrinology and Metabolism, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Clinical Medical Center of Diabetes, Shanghai Key Clinical Centre of Diabetes, Shanghai Diabetes Institute, Shanghai, China
| | - H Lu
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Y Shen
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - R Chen
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - P Fang
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - X Du
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Y Bao
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - C Wang
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - W Jia
- Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Key Laboratory of Diabetes, Shanghai, China
- The Metabolic Diseases Biobank, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
- Department of Endocrinology and Metabolism, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Clinical Medical Center of Diabetes, Shanghai Key Clinical Centre of Diabetes, Shanghai Diabetes Institute, Shanghai, China
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15
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Svensson E, Berencsi K, Sander S, Mor A, Rungby J, Nielsen JS, Friborg S, Brandslund I, Christiansen JS, Vaag A, Beck-Nielsen H, Sørensen HT, Thomsen RW. Association of parental history of type 2 diabetes with age, lifestyle, anthropometric factors, and clinical severity at type 2 diabetes diagnosis: results from the DD2 study. Diabetes Metab Res Rev 2016; 32:308-15. [PMID: 26408959 DOI: 10.1002/dmrr.2721] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Revised: 08/12/2015] [Accepted: 08/31/2015] [Indexed: 01/15/2023]
Abstract
BACKGROUND We investigated whether parental history of type 2 diabetes mellitus (T2D) is associated with age, lifestyle, anthropometric factors, and clinical severity at the time of T2D diagnosis. METHODS We conducted a cross-sectional study based on the Danish Centre for Strategic Research in Type 2 Diabetes cohort. We examined the prevalence ratios (PR) of demographic, lifestyle, anthropometric, and clinical factors according to parental history, using Poisson regression adjusting for age and gender. RESULTS Of 2825 T2D patients, 34% (n = 964) had a parental history of T2D. Parental history was associated with younger age at diagnosis [adjusted (a)PR 1.66, 95% confidence interval: 1.19, 2.31) for age <40 years; aPR 1.36 (95% confidence interval: 1.24, 1.48) for ages 40-59 years] and with higher baseline fasting plasma glucose [≥7.5 mmol/L, aPR 1.47 (95% confidence interval: 1.20, 1.80)], and also tended to be associated with lower beta cell function. In contrast, patients both with and without a parental history had similar occurrence of central obesity [91% vs. 91%], weight gain ≥30 kg since age 20 [52% vs. 53%], and lack of regular physical activity [60% vs. 58%]. Presence of diabetes complications or comorbidities at T2D diagnosis was not associated with parental history. CONCLUSIONS The lack of an association between parental history and adverse lifestyle factors indicates that T2D patients do not inherit a particular propensity for overeating or inactivity, whereas patients with a parental history may have more severe pancreatic beta cell dysfunction at diagnosis.
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Affiliation(s)
- Elisabeth Svensson
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Klara Berencsi
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Simone Sander
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Anil Mor
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jørgen Rungby
- Department of Pharmacology, University of Aarhus, Aarhus, Denmark
| | - Jens Steen Nielsen
- Diabetes Research Centre, Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - Søren Friborg
- Department of Endocrinology M, Odense University Hospital, Odense, Denmark
| | - Ivan Brandslund
- Department of Biochemistry, Lillebaelt Hospital, Vejle, Denmark
| | | | - Allan Vaag
- Department of Endocrinology, Rigshospitalet and Copenhagen University, Copenhagen, Denmark
| | - Henning Beck-Nielsen
- Diabetes Research Centre, Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - Henrik Toft Sørensen
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Reimar Wernich Thomsen
- Department of Clinical Epidemiology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
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16
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Dayeh T, Ling C. Does epigenetic dysregulation of pancreatic islets contribute to impaired insulin secretion and type 2 diabetes? Biochem Cell Biol 2015; 93:511-21. [PMID: 26369706 DOI: 10.1139/bcb-2015-0057] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
β cell dysfunction is central to the development and progression of type 2 diabetes (T2D). T2D develops when β cells are not able to compensate for the increasing demand for insulin caused by insulin resistance. Epigenetic modifications play an important role in establishing and maintaining β cell identity and function in physiological conditions. On the other hand, epigenetic dysregulation can cause a loss of β cell identity, which is characterized by reduced expression of genes that are important for β cell function, ectopic expression of genes that are not supposed to be expressed in β cells, and loss of genetic imprinting. Consequently, this may lead to β cell dysfunction and impaired insulin secretion. Risk factors that can cause epigenetic dysregulation include parental obesity, an adverse intrauterine environment, hyperglycemia, lipotoxicity, aging, physical inactivity, and mitochondrial dysfunction. These risk factors can affect the epigenome at different time points throughout the lifetime of an individual and even before an individual is conceived. The plasticity of the epigenome enables it to change in response to environmental factors such as diet and exercise, and also makes the epigenome a good target for epigenetic drugs that may be used to enhance insulin secretion and potentially treat diabetes.
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Affiliation(s)
- Tasnim Dayeh
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Jan Waldenströms gata 35, CRC 91:12, 205 02 Malmö, Sweden.,Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Jan Waldenströms gata 35, CRC 91:12, 205 02 Malmö, Sweden
| | - Charlotte Ling
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Jan Waldenströms gata 35, CRC 91:12, 205 02 Malmö, Sweden.,Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Jan Waldenströms gata 35, CRC 91:12, 205 02 Malmö, Sweden
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17
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Katulanda P, Ranasinghe P, Jayawardena R, Sheriff R, Matthews DR. The influence of family history of diabetes on disease prevalence and associated metabolic risk factors among Sri Lankan adults. Diabet Med 2015; 32:314-23. [PMID: 25251687 DOI: 10.1111/dme.12591] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/19/2014] [Indexed: 12/18/2022]
Abstract
AIMS To describe the influence of family history on diabetes prevalence and associated metabolic risk factors in a nationally representative sample from Sri Lanka. METHODS A cross sectional national survey was conducted among 5000 adults in Sri Lanka. Family history was evaluated at three levels: (1) parents, (2) grandparents (paternal and maternal) and (3) siblings. A binary-logistic regression analysis controlling for confounders (age, gender, BMI and physical activity) was performed in all patients with 'presence of diabetes' as the dichotomous dependent variable and using family history in father, mother, maternal grandmother/grandfather, paternal grandmother/grandfather, siblings and children as binary independent variables. RESULTS The sample size was 4485, mean age was 46.1 ± 15.1 years and 39.5% were males. In all adults, the prevalence of diabetes was significantly higher in patients with a family history (23.0%) than those without (8.2%) (P < 0.001). When family history was present in both parents, the prevalence of diabetes was 32.9%. Presence of a family history significantly increased the risk of diabetes [odds ratio (OR): 3.35, 95% confidence interval (CI): 2.78-4.03], obesity (OR: 2.45, 95% CI: 1.99-2.99), hypertension (OR: 1.25, 95% CI: 1.08-1.45) and metabolic syndrome (OR: 2.28, 95% CI: 1.97-2.63). In all adults, the presence of a family history of diabetes in a father (OR: 1.29, 95% CI: 1.02-1.63), mother (OR: 1.23, 95% CI: 1.11-1.36), paternal grandfather (OR: 1.27, 95% CI: 1.14-1.41), siblings (OR: 4.18, 95% CI: 3.34-5.22) and children (OR: 5.47, 95% CI: 2.93-10.19) was associated with a significantly increased risk of developing diabetes. CONCLUSIONS Family history and diabetes had a graded association in the Sri Lankan population, because the prevalence increased with the increasing number of generations affected. Family history of diabetes was also associated with the prevalence of obesity, metabolic syndrome and hypertension. Individuals with a family history of diabetes form an easily identifiable group who may benefit from targeted interventions.
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Affiliation(s)
- P Katulanda
- Diabetes Research Unit, Department of Clinical Medicine, Faculty of Medicine, University of Colombo, Sri Lanka; Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, UK
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18
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Heart rate variability and vibration perception threshold in healthy young adults with parental history of type 2 diabetes mellitus. Int J Diabetes Dev Ctries 2014. [DOI: 10.1007/s13410-014-0200-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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19
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Tam CHT, Wang Y, Luan J, Lee HM, Luk AOY, Tutino GE, Tong PCY, Kong APS, So WY, Chan JCN, Ma RCW. Maternal history of diabetes is associated with increased cardiometabolic risk in Chinese. Nutr Diabetes 2014; 4:e112. [PMID: 24614663 PMCID: PMC3974036 DOI: 10.1038/nutd.2014.9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Accepted: 02/05/2014] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE Positive family history is associated with increased type 2 diabetes (T2D) risk, and reflects both genetic and environmental risks. Several studies have suggested an excess maternal transmission of T2D, although the underlying mechanism is unknown. We aimed to examine the association between maternal diabetes and cardiometabolic risk in the offspring. METHODS Parental history of diabetes and clinical data including anthropometric traits, fasting plasma glucose and insulin (FPG, FPI), blood pressure and lipid profile were collected from 2581 unrelated Chinese offspring (2026 adolescents from a population-based school survey and 555 adults from a community-based health screening programme). A subset of subjects (n=834) underwent oral glucose tolerance test to measure the glucose and insulin concentrations at 0, 15, 30, 60 and 120 min for evaluation of the areas under the curve (AUC) of glucose and insulin at 0-120 min, homoeostasis model assessment of insulin resistance (HOMA-IR) and bell-cell function, insulinogenic index, insulin sensitivity index (ISI) and oral disposition index (DI). RESULTS A positive parental history of diabetes was associated with increased risk of obesity (odd ratios (OR) (95% confidence interval (CI))=1.48 (1.10-2.00)), central obesity (OR (95% CI)=1.67 (1.21-2.32)), higher FPI, HOMA-IR, 2-h insulin, AUC of glucose at 0-120 min, triglycerides, reduced ISI and DI. Compared with individuals without parental diabetes, offspring with diabetic mother had significantly increased risk of obesity (OR (95% CI)=1.59 (1.07-2.35)), central obesity (OR (95% CI)=1.88 (1.23-2.88)), higher glucose levels and BP, were more insulin resistant but also had impaired first-phase insulin response and worse lipid profile. However, paternal history of diabetes had no effect on any of the studied traits, except higher body mass index, waist circumference in females and FPG. CONCLUSIONS Our findings suggested that maternal history of diabetes conferred increased risk of cardiometabolic abnormalities, and was associated with both insulin resistance and impaired first-phase insulin secretion. Further investigation into the mechanism of transgenerational diabetes is warranted.
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Affiliation(s)
- C H T Tam
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - Y Wang
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - J Luan
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - H M Lee
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - A O Y Luk
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong
| | - G E Tutino
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong
| | - P C Y Tong
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong [3] Hong Kong Institute of Diabetes and Obesity, Chinese University of Hong Kong, Hong Kong
| | - A P S Kong
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong [3] Hong Kong Institute of Diabetes and Obesity, Chinese University of Hong Kong, Hong Kong [4] Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong
| | - W Y So
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong [3] Hong Kong Institute of Diabetes and Obesity, Chinese University of Hong Kong, Hong Kong
| | - J C N Chan
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong [3] Hong Kong Institute of Diabetes and Obesity, Chinese University of Hong Kong, Hong Kong [4] Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong
| | - R C W Ma
- 1] Department of Medicine and Therapeutics, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong [2] CUHK-PWH IDF Centre of Education, Hong Kong [3] Hong Kong Institute of Diabetes and Obesity, Chinese University of Hong Kong, Hong Kong [4] Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong
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Al-Sinani S, Al-Shafaee M, Al-Mamari A, Woodhouse N, Al-Shafie O, Hassan M, Al-Yahyaee S, Albarwani S, Jaju D, Al-Hashmi K, Al-Abri M, Rizvi S, Bayoumi R. Familial Clustering of Type 2 Diabetes among Omanis. Oman Med J 2014; 29:51-4. [PMID: 24498483 PMCID: PMC3910414 DOI: 10.5001/omj.2014.11] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 11/30/2013] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE The aim of this study was to screen Omani individuals for the familial aggregation of type 2 diabetes mellitus. METHODS A random cohort of 1182 Omani individuals visiting the Family Medicine Clinic at Sultan Qaboos University Hospital (SQUH), Muscat, Oman, for regular medical checkup, aged ≥40 years, were sampled. Patients were categorized into three groups: (1) individuals who claim not to have diabetes and had no family history of diabetes; (2) individuals who claim not to have diabetes but had family history of diabetes; (3) individuals with diabetes. Only 16% of these Omani individuals had no diabetes and no family history of diabetes. Another separate random cohort of 234 Omani type 2 diabetes mellitus patients, from the Diabetes Clinic at SQUH, were interviewed and questioned about their family history of type 2 diabetes mellitus. RESULTS Ninety five percent of the patients had a family history of diabetes. Eighty percent had first degree relatives with diabetes and 46% had second degree relatives with diabetes. At least one parent with diabetes was reported among 55% of these diabetics, while maternal diabetes (55%) was found to be higher than paternal diabetes (47%). However, only 15% had both parents with diabetes. Furthermore, almost half of the 234 diabetics were having at least one of the following relatives with diabetes: brother, sister, aunt or an uncle. CONCLUSION The findings of this study confirm familial aggregation of diabetes among the Omani population. Compared to other populations, familial aggregation of type 2 diabetes mellitus among Omanis is relatively very high, and is perhaps due to the very high degree of consanguinity among Omanis. Since almost everyone seems to have a genetic predisposition to diabetes, the dramatic lifestyle changes over the past 25 years, could tip the population into an epidemic of type 2 diabetes mellitus.
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Affiliation(s)
- Sawsan Al-Sinani
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Mohammed Al-Shafaee
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Ali Al-Mamari
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Nicholas Woodhouse
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Omaima Al-Shafie
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Mohammed Hassan
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Said Al-Yahyaee
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Sulayma Albarwani
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Deepali Jaju
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Khamis Al-Hashmi
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Mohammed Al-Abri
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Syed Rizvi
- College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Riad Bayoumi
- Department of Biochemistry, College of Medicine & Health Sciences, Sultan Qaboos University P.O. Box-35, Postal Code 123, Muscat, Sultanate of Oman
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Maternal and paternal family history of type 2 diabetes differently influence lipid parameters in young nondiabetic Japanese women. Environ Health Prev Med 2012; 18:104-9. [PMID: 22826007 DOI: 10.1007/s12199-012-0296-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2012] [Accepted: 07/05/2012] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVES We assessed the association of family history of type 2 diabetes (T2D) with parameters used for health checkups in young Japanese women. METHODS The subjects were 497 nondiabetic women aged 19-39 years. Among them, the mothers of 34 subjects and fathers of 50 had T2D (MD group and PD group, respectively). The subjects were assessed for levels of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglyceride (TG). RESULTS TC and LDL-C level showed a tendency to increase in the MD group compared with subjects without family history of T2D. LDL-C/HDL-C ratio ≥2.14 was found in 32.4 and 18.0 % of subjects in the MD and PD groups, respectively. When adjusted for differences in age, body mass index, smoking status, and drinking habits, the MD group was found to have a higher risk of abnormal TC and LDL-C levels than the PD group. LDL-C/HDL-C ratio was independently associated with maternal family history but not with paternal family history (odds ratio 3.44 [99 % confidence interval 1.11-10.6] and 1.21 [0.38-3.89], respectively). There was no association between TG/HDL-C ratio and family history type of T2D. CONCLUSIONS Maternal family history of T2D had a more pronounced effect on the lipid parameters generally evaluated during health checkups than did paternal family history of T2D. Therefore, we recommend systematic screening for early detection and appropriate healthcare guidance for Japanese women, particularly those with maternal family history of T2D.
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Bener A, Yousafzai MT, Al-Hamaq AO. Familial aggregation of T2DM among Arab diabetic population. Int J Diabetes Dev Ctries 2012. [DOI: 10.1007/s13410-012-0071-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Detsch JCM, Almeida ACRD, Bortolini LGC, Nascimento DJ, Oliveira Junior FC, Réa RR. Marcadores para o diagnóstico e tratamento de 924 gestações com diabetes melito gestacional. ACTA ACUST UNITED AC 2011; 55:389-98. [DOI: 10.1590/s0004-27302011000600005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2010] [Accepted: 06/21/2011] [Indexed: 11/22/2022]
Abstract
OBJETIVOS: Avaliar o perfil epidemiológico e a evolução de mulheres com diabetes melito gestacional (DMG), determinando fatores de risco para maior vigilância. SUJEITOS E MÉTODOS: Foram estudadas 924 gestações de 916 pacientes, de 6 de novembro de 2001 a 21 de setembro de 2009. RESULTADOS: Foram encontrados fatores de risco para DMG em 95,1% dos casos. A prevalência de diabetes materno, paterno e em outros familiares foi de 24,3%, 9,4% e 24,7%, respectivamente. Os fatores preditivos para uso de insulina foram: glicemia de jejum (GJ) no rastreamento ≥ 85, GJ no Teste Oral de Tolerância à Glicose (TOTG) ≥ 95, glicemia 2h após 75 g de glicose ≥ 200 mg/dL, DMG prévio, obesidade, HbA1c > 6% e história familiar de DM em parente de primeiro grau associada à obesidade ou DMG prévio, esta última a associação mais relevante (p < 0,05). CONCLUSÕES: Os fatores de risco analisados se mostraram altamente sensíveis para a detecção de DMG, e a disposição da história familiar reforça sua relação com o DM2. Recomenda-se maior vigilância a gestantes com fatores preditivos para necessidade de insulina.
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Abstract
OBJECTIVES To appreciate, in epidemiological studies, the impact of fetal exposure to gestational diabetes on the long term outcome of the offspring (type 2 diabetes, overweight and obesity, metabolic syndrome and neurological complications). METHODS A systematic search was conducted in Medline between January 1990 and April 2010. Prospective studies (follow-up of the offspring born of mothers with gestational diabetes) and retrospective studies (questionnaire about the parents'history of diabetes in diabetic patients) were searched and analysed. RESULTS The fetal exposure to maternal gestational diabetes is a moderate risk factor for metabolic syndrome in the offspring. But some other perinatal risk factors of metabolic syndrome carry a bigger influence. The influence of genetic factors and maternal overweight may not be easily distinguished from the impact of fetal exposure to gestational diabetes. CONCLUSION It remains uncertain if the control of maternal glycemia alone may be effective and sufficient to prevent the metabolic syndrome in the adult-aged offspring.
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Maternal Effect and Familial Aggregation in a Type 2 Diabetic Moroccan Population. J Community Health 2011; 36:943-8. [DOI: 10.1007/s10900-011-9393-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Berstein LM, Boyarkina MP, Teslenko SY. Familial diabetes is associated with reduced risk of cancer in diabetic patients: a possible role for metformin. Med Oncol 2011; 29:1308-13. [DOI: 10.1007/s12032-011-9840-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Accepted: 01/19/2011] [Indexed: 01/06/2023]
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Burguet A. Long-term outcome in children of mothers with gestational diabetes. DIABETES & METABOLISM 2010; 36:682-94. [DOI: 10.1016/j.diabet.2010.11.018] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Perveen S, Otho MS, Siddiqi MN, Hatcher J, Rafique G. Association of depression with newly diagnosed type 2 diabetes among adults aged between 25 to 60 years in Karachi, Pakistan. Diabetol Metab Syndr 2010; 2:17. [PMID: 20298616 PMCID: PMC2858101 DOI: 10.1186/1758-5996-2-17] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2009] [Accepted: 03/19/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The combination of depression with type 2 diabetes is a public health problem. If diabetes is managed in its initial phase, the morbidity and mortality due to this combination may be prevented at an early stage. Therefore, we aimed to determine the association of depression with newly diagnosed type 2 diabetes among adults aged between 25 to 60 years in Karachi, Pakistan. METHODS From July 2006 to September 2007, a matched case control study (n = 592) was conducted in Civil Hospital, Karachi. Incident cases of type 2 diabetes (n = 296) diagnosed within one month were recruited from diabetic Out Patient Department (OPD) of Civil Hospital, Karachi. They were matched on age and sex with controls (n = 296), who were attendants sitting in the medical out patient department of the same hospital, recruited on the basis of absence of classical symptoms of polyuria and polydipsia along with random blood glucose level of <200 mg/dl measured by a glucometer. Depression was identified by the Siddiqui Shah Depression Scale. Conditional logistic regression was applied to examine the association of depression and other independent variables with newly diagnosed type 2 diabetes at 95% C.I. and P < 0.05. RESULTS The study comprised of 592 subjects with 432(73%) males and 160(27%) females. Depression was significantly associated with newly diagnosed type 2 diabetes having mild level (mOR: 3.86; 95%CI: 2.22,6.71) and moderate to severe level (mOR: 3.41; 95%CI: 2.07,5.61). History of (h/o) gestational diabetes (mOR: 2.83; 95%CI: 1.05,7.64), family h/o diabetes (mOR: 1.59; 95%CI: 1.04,2.43), nuclear family (mOR: 1.75; 95%CI: 1.14,2.69), BMI (mOR: 1.62; 95%CI: 1.01,2.60 for obese and mOR: 2.12; 95%CI: 1.19,3.79 for overweight vs healthy to underweight) were also significantly associated with outcome, adjusting for age, sex, marital status, h/o smoking and h/o high BP. CONCLUSIONS Diabetics should be screened simultaneously for depression and concomitant preventive strategies for gestational diabetes, nuclear family and high BMI should also be used to prevent mortality/morbidity among patients between 25 to 60 years of age.
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Affiliation(s)
- Shazia Perveen
- Cardiothoracic Section, Department of Surgery, Aga Khan University Hospital, Stadium Road, PO Box 3500, Karachi 74800, Pakistan
| | - Muhammad S Otho
- Global Funds for AIDS, TB and Malaria, Round 7, Directorate of Malaria, 1st Floor, Allergy Center Chak Shehzad, Islamabad
| | | | - Juanita Hatcher
- Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - Ghazala Rafique
- Epidemiology and Biostatistics Division, Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
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