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Liu T, Li H, Conley YP, Primack BA, Wang J, Lo WJ, Li C. A Genome-Wide Association Study of Prediabetes Status Change. Front Endocrinol (Lausanne) 2022; 13:881633. [PMID: 35769078 PMCID: PMC9234217 DOI: 10.3389/fendo.2022.881633] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 04/29/2022] [Indexed: 11/13/2022] Open
Abstract
We conducted the first genome-wide association study of prediabetes status change (to diabetes or normal glycaemia) among 900 White participants of the Atherosclerosis Risk in Communities (ARIC) study. Single nucleotide polymorphism (SNP)-based analysis was performed by logistic regression models, controlling for age, gender, body mass index, and the first 3 genetic principal components. Gene-based analysis was conducted by combining SNP-based p values using effective Chi-square test method. Promising SNPs (p < 1×10-5) and genes (p < 1×10-4) were further evaluated for replication among 514 White participants of the Framingham Heart Study (FHS). To accommodate familial correlations, generalized estimation equation models were applied for SNP-based analyses in the FHS. Analysis results across ARIC and FHS were combined using inverse-variance-weighted meta-analysis method for SNPs and Fisher's method for genes. We robustly identified 5 novel genes that are associated with prediabetes status change using gene-based analyses, including SGCZ (ARIC p = 9.93×10-6, FHS p = 2.00×10-3, Meta p = 3.72×10-7) at 8p22, HPSE2 (ARIC p = 8.26×10-19, FHS p = 5.85×10-3, Meta p < 8.26×10-19) at 10q24.2, ADGRA1 (ARIC p = 1.34×10-5, FHS p = 1.13×10-3, Meta p = 2.88×10-7) at 10q26.3, GLB1L3 (ARIC p = 3.71×10-6, FHS p = 4.51×10-3, Meta p = 3.16×10-7) at 11q25, and PCSK6 (ARIC p = 6.51×10-6, FHS p = 1.10×10-2, Meta p = 1.25×10-6) at 15q26.3. eQTL analysis indicated that these genes were highly expressed in tissues related to diabetes development. However, we were not able to identify any novel locus in single SNP-based analysis. Future large scale genomic studies of prediabetes status change are warranted.
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Affiliation(s)
- Tingting Liu
- College of Nursing, Florida State University, Tallahassee, FL, United States
| | - Hongjin Li
- College of Nursing, University of Illinois at Chicago, Chicago, IL, United States
| | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | - Brian A. Primack
- College of Education and Health Professions, University of Arkansas, Fayetteville, AR, United States
| | - Jing Wang
- College of Nursing, Florida State University, Tallahassee, FL, United States
| | - Wen-Juo Lo
- College of Education and Health Professions, University of Arkansas, Fayetteville, AR, United States
| | - Changwei Li
- Department of Epidemiology, Tulane University School of Tropical Medicine and Public Health, New Orleans, LA, United States
- *Correspondence: Changwei Li,
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Tsur AM, Hershkovich S, Zucker I, Lutski M, Pinhas-Hamiel O, Vivante A, Fischman M, Amir O, Rotchild J, Gerstein HC, Cukierman-Yaffe T, Friedensohn L, Mosenzon O, Derazne E, Tzur D, Tirosh A, Afek A, Raz I, Twig G. Stuttering and Incident Type 2 Diabetes: A Population-Based Study of 2.2 Million Adolescents. J Clin Endocrinol Metab 2021; 106:978-987. [PMID: 33449080 DOI: 10.1210/clinem/dgaa988] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Indexed: 02/08/2023]
Abstract
PURPOSE To investigate the association between stuttering in adolescence and incident type 2 diabetes in young adulthood. METHODS This nationwide population-based study included 2 193 855 adolescents of age 16 to 20 years who were assessed for military service between 1980 and 2013. Diagnoses of stuttering in adolescence were confirmed by a speech-language pathologist. Diabetes status for each individual as of December 31, 2016, was determined by linkage to the Israeli National Diabetes Registry. Relationships were analyzed using regression models adjusted for socioeconomic variables, cognitive performance, coexisting morbidities, and adolescent body mass index. RESULTS Analysis was stratified by sex (Pinteraction = 0.035). Of the 4443 (0.4%) adolescent men with stuttering, 162 (3.7%) developed type 2 diabetes, compared with 25 678 (2.1%) men without stuttering (adjusted odds ratio [OR] 1.3; 95% CI, 1.1-1.6). This relationship persisted when unaffected brothers of men with stuttering were used as the reference group (adjusted OR = 1.5; 95% CI, 1.01-2.2), or when the analysis included only adolescents with unimpaired health at baseline (adjusted OR = 1.4; 95% CI, 1.1-1.7). The association was stronger in later birth cohorts, with an adjusted OR of 2.4 (1.4-4.1) for cases of type 2 diabetes before age 40. Of the 503 (0.1%) adolescent women with stuttering 7 (1.4%) developed type 2 diabetes, compared with 10 139 (1.1%) women without stuttering (OR = 2.03; 95% CI, 0.48-2.20). CONCLUSIONS Adolescent stuttering is associated with an increased risk for early-onset type 2 diabetes among men.
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Affiliation(s)
- Avishai M Tsur
- The Israel Defense Forces Medical Corps, Ramat Gan, Israel
- Department of Military Medicine, Hebrew University of Jerusalem Faculty of Medicine, Jerusalem, Israel
- Department of Medicine "B," Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Inbar Zucker
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- The Israel Center for Disease Control, Ministry of Health, Ramat Gan, Israel
| | - Miri Lutski
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- The Israel Center for Disease Control, Ministry of Health, Ramat Gan, Israel
| | - Orit Pinhas-Hamiel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Pediatric Endocrine and Diabetes Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, 5266202, Israel
| | - Asaf Vivante
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Maya Fischman
- Department of Military Medicine, Hebrew University of Jerusalem Faculty of Medicine, Jerusalem, Israel
| | - Ofer Amir
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jacob Rotchild
- The Israel Defense Forces Medical Corps, Ramat Gan, Israel
| | | | - Tali Cukierman-Yaffe
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Division of Endocrinology, Diabetes and Metabolism, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Limor Friedensohn
- The Israel Defense Forces Medical Corps, Ramat Gan, Israel
- Division of Endocrinology, Diabetes and Metabolism, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Ofri Mosenzon
- The Diabetes Unit, Department of Internal Medicine, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Estela Derazne
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dorit Tzur
- The Israel Defense Forces Medical Corps, Ramat Gan, Israel
| | - Amir Tirosh
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Division of Endocrinology, Diabetes and Metabolism, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Arnon Afek
- Central Management, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Itamar Raz
- The Diabetes Unit, Department of Internal Medicine, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Gilad Twig
- The Israel Defense Forces Medical Corps, Ramat Gan, Israel
- Department of Military Medicine, Hebrew University of Jerusalem Faculty of Medicine, Jerusalem, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Division of Endocrinology, Diabetes and Metabolism, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
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Fagherazzi G, El Fatouhi D, Fournier A, Gusto G, Mancini FR, Balkau B, Boutron-Ruault MC, Kurth T, Bonnet F. Associations Between Migraine and Type 2 Diabetes in Women: Findings From the E3N Cohort Study. JAMA Neurol 2020; 76:257-263. [PMID: 30556831 DOI: 10.1001/jamaneurol.2018.3960] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Importance Little is known about the associations between migraine and type 2 diabetes and the temporality of the association between these 2 diseases. Objective To evaluate the association between migraine and type 2 diabetes incidence as well as the evolution of the prevalence of active migraine before and after type 2 diabetes diagnosis. Design, Setting, and Participants We used data from the E3N cohort study, a French prospective population-based study initiated in 1990 on a cohort of women born between 1925 and 1950. The E3N study participants are insured by a health insurance plan that mostly covers teachers. From the eligible women in the E3N study, we included those who completed the 2002 follow-up questionnaire with information available on migraine. We then excluded prevalent cases of type 2 diabetes, leaving a final sample of women who were followed up between 2004 and 2014. All potential occurrences of type 2 diabetes were identified through a drug reimbursement database. Statistical analyses were performed in March 2018. Exposures Self-reported migraine occurrence. Main Outcomes and Measures Pharmacologically treated type 2 diabetes. Results From the 98 995 women in the study, 76 403 women completed the 2002 follow-up survey. Of these, 2156 were excluded because they had type 2 diabetes, leaving 74 247 women. Participants had a mean (SD) age of 61 (6) years at baseline, and all were free of type 2 diabetes. During 10 years of follow-up, 2372 incident type 2 diabetes cases occurred. A lower risk of type 2 diabetes was observed for women with active migraine compared with women with no migraine history (univariate hazard ratio, 0.80 [95% CI, 0.67-0.96], multivariable-adjusted hazard ratio, 0.70 [95% CI, 0.58-0.85]). We also observed a linear decrease in active migraine prevalence from 22% (95% CI, 16%-27%) to 11% (95% CI, 10%-12%) during the 24 years prior to diabetes diagnosis, after adjustment for potential type 2 diabetes risk factors. A plateau of migraine prevalence around 11% was then observed for 22 years after diagnosis. Conclusions and Relevance We observed a lower risk of developing type 2 diabetes for women with active migraine and a decrease in active migraine prevalence prior to diabetes diagnosis. Further targeted research should focus on understanding the mechanisms involved in explaining these findings.
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Affiliation(s)
- Guy Fagherazzi
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Douae El Fatouhi
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Agnès Fournier
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Gaelle Gusto
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Francesca Romana Mancini
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Beverley Balkau
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France.,Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM), Versailles Saint Quentin University, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France
| | - Tobias Kurth
- Institute of Public Health Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Fabrice Bonnet
- Center for Research in Epidemiology and Population Health, UMR 1018, Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Paris-South Paris Saclay University, Gustave Roussy Institute, Villejuif, France.,Paris-South Paris Saclay University, Villejuif, France.,Centre Hospitalier Universitaire de Rennes, Université de Rennes 1, Rennes, France
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Sense of smell and quality of life in children with diabetes mellitus. Int J Pediatr Otorhinolaryngol 2019; 123:43-46. [PMID: 31063947 DOI: 10.1016/j.ijporl.2019.04.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Revised: 04/20/2019] [Accepted: 04/20/2019] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Diabetes mellitus is one of the most common chronic systemic diseases seen in children. The increasing prevalence of Type 1 diabetes mellitus (T1DM) among children is alarming. Although olfaction has been found to be altered in some adult T1DM subjects, it is unknown whether this is the case in children and, if so, whether the dysfunction adversely influences their quality of life (QOL). METHODS Using the Pediatric Smell Wheel® (PSW), we measured the olfactory function of 30 T1DM patients and 30 healthy controls [mean ages = 13.1 & 13.0, respectively]. The Turkish version of the Pediatric Quality of Life Inventory (PedsQL) was also administered. RESULTS The PSW scores were lower in the T1DM patients than in the controls (9.17 vs 10.37; p < 0.0001), although, in both cases, the scores fell within the normal range for individuals of their age (i.e., at or above 80%). Interestingly, such scores were lower in left-handed than in right-handed patients (8.00 vs 9.46; p = 0.001). Lower QOL indices were also found for the T1DM than for the controls for the domains of Emotional Function (p = 0.02), Social Function (p = 0.014), School Function (p = 0.011), and Psychosocial Status (p = 0.002). No significant associations were evident between PSW scores and disease duration and QOL scales. CONCLUSIONS Our study demonstrates, for the first time, that modest decrements in smell function are evident in children with TIDM.
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Selvin E. Comment on Bonnet et al. Association Between Handedness and Type 2 Diabetes: The E3N Study. Diabetes Care 2015;38:e199. Diabetes Care 2016; 39:e46. [PMID: 26908935 PMCID: PMC4764042 DOI: 10.2337/dc15-2303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health and the Division of General Internal Medicine, Department of Medicine, Johns Hopkins University, Baltimore, MD
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Bonnet F, Affret A, Boutron-Ruault MC, Balkau B, Clavel-Chapelon F, Fagherazzi G. Response to Comment on Bonnet et al. Association Between Handedness and Type 2 Diabetes: The E3N Study. Diabetes Care 2015;38:e199. Diabetes Care 2016; 39:e47. [PMID: 26908936 DOI: 10.2337/dci15-0032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Fabrice Bonnet
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France Centre Hospitalier Universitaire de Rennes, University Rennes 1, Rennes, France
| | - Aurélie Affret
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France
| | - Beverley Balkau
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France University of Versailles Saint-Quentin-en-Yvelines, Versailles, France
| | - Françoise Clavel-Chapelon
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France
| | - Guy Fagherazzi
- INSERM U1018, Center for Research in Epidemiology and Population Health, Villejuif, France Paris-South University, Villejuif, France
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