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García AA, Huang YC, Zuñiga JA. Illness Perceptions Mediate the Impact of Depressive Symptoms on Quality of Life Among Latinos with Type 2 Diabetes. J Immigr Minor Health 2022; 24:1517-1525. [PMID: 35195797 DOI: 10.1007/s10903-022-01338-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2022] [Indexed: 10/19/2022]
Abstract
Latinos' type 2 diabetes (T2DM) and concurrent depression significantly lower quality of life (QoL). Patients' beliefs about their diabetes, called illness perceptions (IP), may account for the impact of depression on QoL. Using secondary data, we explored predictive and mediation relationships among IP, depression, and QoL among Mexican American adults with T2DM using hierarchical multiple regression and mediation analyses. Participants (n = 75) were predominately middle-aged, female, most scoring low on depressive-symptoms, who believed that diabetes was a chronic disease with serious consequences, controllable by treatment and personal self-management. Participants with higher acculturation and weak perceptions about negative consequences of diabetes reported better QoL. Depressive symptoms' impact on QoL were mediated by overall IP and perceptions about diabetes consequences, in particular. By eliciting patients' perceptions about disease consequences and teaching realistic ways to avoid them, clinicians may alleviate the impact of depression on QoL.
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Affiliation(s)
- Alexandra A García
- School of Nursing, The University of Texas at Austin, 1710 Red River Street, Austin, TX, 78712, USA.
| | - Ya-Ching Huang
- St. David's School of Nursing, Texas State University, 1555 University Drive, Round Rock, TX, 78665, USA
| | - Julie A Zuñiga
- School of Nursing, The University of Texas at Austin, 1710 Red River Street, Austin, TX, 78712, USA
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202
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Zhu X, Li T, Hu E, Duan L, Zhang C, Wang Y, Tang T, Yang Z, Fan R. Proteomics Study Reveals the Anti-Depressive Mechanisms and the Compatibility Advantage of Chaihu-Shugan-San in a Rat Model of Chronic Unpredictable Mild Stress. Front Pharmacol 2022; 12:791097. [PMID: 35111057 PMCID: PMC8802092 DOI: 10.3389/fphar.2021.791097] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/13/2021] [Indexed: 12/27/2022] Open
Abstract
Background: Chaihu-Shugan-San is a classical prescription to treat depression. According to the traditional Chinese medicine (TCM) principle, the 2 decomposed recipes in Chaihu-Shugan-San exert synergistic effects, including Shu Gan (stagnated Gan-Qi dispersion) and Rou Gan (Gan nourishment to alleviate pain). However, the specific mechanism of Chaihu-Shugan-San on depression and its compatibility rule remain to be explored. Objective: We aimed to explore the anti-depression mechanisms and analyze the advantage of TCM compatibility of Chaihu-Shugan-San. Methods: The chronic unpredictable mild stress (CUMS) rat model was established. Antidepressant effects were evaluated by sucrose preference test (SPT), and forced swimming test (FST). Tandem Mass Tag (TMT)-based quantitative proteomics of the hippocampus was used to obtain differentially expressed proteins (DEPs). Bioinformatics analysis including Gene Ontology (GO), pathway enrichment, and protein-protein interaction (PPI) networks was utilized to study the DEPs connections. At last, the achieved key targets were verified by western blotting. Results: Chaihu-Shugan-San increased weight gain and food intake, as well as exhibited better therapeutic effects including enhanced sucrose preference and extended immobility time when compared with its decomposed recipes. Proteomics showed Chaihu-Shugan-San, Shu Gan, and Rou Gan regulated 110, 12, and 407 DEPs, respectively. Compared with Shu Gan or Rou Gan alone, the expression of 22 proteins was additionally changed by Chaihu-Shugan-San treatment, whereas the expression of 323 proteins whose expression was changed by Shu Gan or Rou Gan alone were not changed by Chaihu-Shugan-San treatment. Bioinformatics analysis demonstrated that Chaihu-Shugan-San affected neurotransmitter’s release and transmission cycle (e.g., γ-aminobutyric acid (GABA), glutamate, serotonin, norepinephrine, dopamine, and acetylcholine). GABA release pathway is also targeted by the 22 DEPs. Unexpectedly, only 2 pathways were enriched by the 323 DEPs: Metabolism and Cellular responses to external stimuli. Lastly, the expression of Gad2, Vamp2, and Pde2a was verified by western blotting. Conclusions: Chaihu-Shugan-San treats depression via multiple targets and pathways, which may include regulations of 110 DEPs and some neurotransmitter’s transmission cycle. Compared with Shu Gan and Rou Gan, the 22 Chaihu-Shugan-San advanced proteins and the affected GABA pathway may be the advantages of Chaihu-Shugan-San compatibility. This research offers data and theory support for the clinical application of Chaihu-Shugan-San.
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Affiliation(s)
- Xiaofei Zhu
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Teng Li
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - En Hu
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Lihua Duan
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Chunhu Zhang
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Yang Wang
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Tao Tang
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Zhaoyu Yang
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Rong Fan
- Department of Integrated Traditional Chinese and Western Medicine, Institute of Integrative Medicine, Xiangya Hospital, Central, South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
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203
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Bourgi K, Kundu S, Stewart JC, So-Armah K, Freiberg M, Gupta SK. Associations of HIV and Depression with Incident Diabetes Mellitus: Veterans Aging Cohort Study. Clin Infect Dis 2022; 78:ciac085. [PMID: 35134838 PMCID: PMC10874269 DOI: 10.1093/cid/ciac085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Persons with HIV (PWH) are at increasingly higher risk for metabolic complications, including diabetes mellitus (DM). Additionally, depression is highly prevalent among PWH and has been associated with increased risk for DM in the general population. However, the association of HIV and depression with incident DM has not been well established. METHODS Using the Veterans Aging Cohort Study (VACS), we selected adults with and without HIV who did not have DM at baseline. Prevalent depression was defined as having a Patient Health Questionnaire-9 (PHQ-9) score of ≥10. Incident DM was identified using validated Kelly's criteria. Basic clinical and demographic characteristics were collected, and cox proportional hazards regression models were run to test the association between depression and incident DM stratified by HIV serostatus. RESULTS A total of 5,722 participants were analyzed, 2,886 (53%) had HIV and 1,124 (20%) had depression at baseline. 1,235 (22%) participants developed incident DM during follow-up, with 26% of HIV-negative participants developing DM compared to 17% of participants with HIV. Depression was significantly associated with increased risk of incident DM among HIV-negative participants (adjusted HR [aHR] = 1.31; p-value 0.003), but not among participants with HIV (aHR 1.09; p-value 0.44). However, among participants with HIV with baseline viral load < 500 copies/mL, we noted a stronger association between depression and incident DM. CONCLUSIONS Incident DM in the VACS cohort is significantly higher for HIV-negative participants compared to veterans with HIV. A significant association between depression and incident DM was noted among HIV-negative participants but not among those with HIV.
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Affiliation(s)
- Kassem Bourgi
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Suman Kundu
- Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jesse C Stewart
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kaku So-Armah
- Boston University School of Medicine, Boston, Massachusetts, USA
| | | | - Samir K Gupta
- Indiana University School of Medicine, Indianapolis, Indiana, USA
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204
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Beran M, Muzambi R, Geraets A, Albertorio‐Diaz JR, Adriaanse MC, Iversen MM, Kokoszka A, Nefs G, Nouwen A, Pouwer F, Huber JW, Schmitt A, Schram MT, for the European Depression in Diabetes (EDID) Research Consortium. The bidirectional longitudinal association between depressive symptoms and HbA 1c : A systematic review and meta-analysis. Diabet Med 2022; 39:e14671. [PMID: 34407250 PMCID: PMC9292323 DOI: 10.1111/dme.14671] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 06/17/2021] [Accepted: 08/16/2021] [Indexed: 12/11/2022]
Abstract
AIM To investigate whether there is a bidirectional longitudinal association of depression with HbA1c . METHODS We conducted a systematic literature search in PubMed, PsycINFO, CINAHL and EMBASE for observational, longitudinal studies published from January 2000 to September 2020, assessing the association between depression and HbA1c in adults. We assessed study quality with the Newcastle-Ottawa-Scale. Pooled effect estimates were reported as partial correlation coefficients (rp ) or odds ratios (OR). RESULTS We retrieved 1642 studies; 26 studies were included in the systematic review and eleven in the meta-analysis. Most studies (16/26) focused on type 2 diabetes. Study quality was rated as good (n = 19), fair (n = 2) and poor (n = 5). Of the meta-analysed studies, six investigated the longitudinal association between self-reported depressive symptoms and HbA1c and five the reverse longitudinal association, with a combined sample size of n = 48,793 and a mean follow-up of 2 years. Higher levels of baseline depressive symptoms were associated with subsequent higher levels of HbA1c (partial r = 0.07; [95% CI 0.03, 0.12]; I2 38%). Higher baseline HbA1c values were also associated with 18% increased risk of (probable) depression (OR = 1.18; [95% CI 1.12,1.25]; I2 0.0%). CONCLUSIONS Our findings support a bidirectional longitudinal association between depressive symptoms and HbA1c . However, the observed effect sizes were small and future research in large-scale longitudinal studies is needed to confirm this association. Future studies should investigate the role of type of diabetes and depression, diabetes distress and diabetes self-management behaviours. Our results may have clinical implications, as depressive symptoms and HbA1c levels could be targeted concurrently in the prevention and treatment of diabetes and depression. REGISTRATION PROSPERO ID CRD42019147551.
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Affiliation(s)
- Magdalena Beran
- School for Cardiovascular Disease (CARIM)Department of Internal MedicineMaastricht UniversityMaastrichtThe Netherlands
| | - Rutendo Muzambi
- Faculty of Epidemiology and Population HealthLondon School of Hygiene and Tropical MedicineLondonUnited Kingdom
| | - Anouk Geraets
- School for Cardiovascular Disease (CARIM)Department of Internal MedicineMaastricht UniversityMaastrichtThe Netherlands
- Department of Psychiatry and NeuropsychologyMHeNs School for Mental Health and NeuroscienceMaastricht UniversityMaastrichtThe Netherlands
| | | | - Marcel C. Adriaanse
- Department of Health Sciences and Amsterdam Public Health Research InstituteFaculty of ScienceVrije UniversiteitAmsterdamThe Netherlands
| | - Marjolein M. Iversen
- Department of Health and Caring SciencesFaculty of Health and Social SciencesWestern Norway University of Applied SciencesBergenNorway
| | - Andrzej Kokoszka
- II Department of PsychiatryMedical University of WarsawWarszawaPoland
| | - Giesje Nefs
- Department of Medical PsychologyRadboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
- Center of Research on Psychology in Somatic Diseases (CoRPS)Department of Medical and Clinical PsychologyTilburg UniversityTilburgThe Netherlands
- DiabeterNational Treatment and Research Center for Children, Adolescents and Young Adults with Type 1 DiabetesRotterdamThe Netherlands
| | - Arie Nouwen
- Department of PsychologyMiddlesex UniversityLondonUnited Kingdom
- School of Health, Wellbeing and Social CareThe Open UniversityMilton KeynesUnited Kingdom
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- STENO Diabetes CenterOdense University HospitalOdenseDenmark
| | - Jörg W. Huber
- School of Health SciencesUniversity of BrightonBrightonUnited Kingdom
| | - Andreas Schmitt
- German Center for Diabetes Research (DZDMünchen‐NeuherbergGermany
- Research Institute of the Diabetes Academy Mergentheim (FIDAMBad MergentheimGermany
| | - Miranda T. Schram
- School for Cardiovascular Disease (CARIM)Department of Internal MedicineMaastricht UniversityMaastrichtThe Netherlands
- Department of Psychiatry and NeuropsychologyMHeNs School for Mental Health and NeuroscienceMaastricht UniversityMaastrichtThe Netherlands
- Heart and Vascular CentreMaastricht University Medical Center+MaastrichtThe Netherlands
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205
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Liu J, Zhang Y, Kaplan C. Differential Effects by Mental Health Status of Filling the Medicare Part D Coverage Gap. Med Care 2022; 60:133-139. [PMID: 35030562 PMCID: PMC8813000 DOI: 10.1097/mlr.0000000000001668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The objective of this study was to study how changes in insurance benefit design affect medication use of older adults with mental disorders. DATA SOURCES US Medicare claims data from 2007 to 2018. STUDY DESIGN Exploiting the gradual elimination of the Medicare prescription drug coverage gap beginning in 2011, we examine the effects on medication use and out-of-pocket spending by drug type with a difference-in-differences approach. We identify subpopulations by mental disorder and compare the estimates across mental health groups and to the general Medicare population. PRINCIPAL FINDINGS Closing the gap substantially reduced individuals' out-of-pocket spending, and the reduction was larger for those with more severe mental disorders. The policy led to a statistically significant increase in branded drugs used for the Medicare population (0.91; P<0.01; 12.12% increase), beneficiaries with severe mental disorders (2.71; P<0.01; 11.13% increase), and common mental disorders (2.63; P<0.01; 11.62% increase), whereas such effect for beneficiaries with Alzheimer disease and dementia (AD) is substantially smaller (0.44; P<0.01; 1.83% increase). In contrast, the policy decreased generic drugs used by about 3%-5% for all groups. Overall, beneficiaries without mental health illness have a statistically significant increase in total medication use (2.05%) following the coverage gap closure, while all 3 mental health groups have either no statistically significant changes or a small reduction in total mediation use (AD, -1.26%). CONCLUSIONS Patients' responses to price changes vary across mental disorders and by drug type. The impact on branded drug utilization among those with AD is particularly small. Our findings suggest that lowering medication costs has differential impacts across diseases and may not be sufficient to improve adherence for all conditions, in particular those with severe mental health disorders such as AD.
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Affiliation(s)
- Judith Liu
- Melbourne Institute: Applied Economic & Social Research, Faculty of Business and Economics, University of Melbourne, Melbourne, Australia
| | - Yuting Zhang
- Melbourne Institute: Applied Economic & Social Research, Faculty of Business and Economics, University of Melbourne, Melbourne, Australia
| | - Cameron Kaplan
- Gehr Center for Health Systems Science & Innovation, University of Southern California, Los Angeles, LA, USA
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206
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Escalante CL, Luo T, Taylor CE. The Obesity Effect of Arizona’s State Immigration Law Among Hispanic Adolescents. J Immigr Minor Health 2022; 24:853-861. [DOI: 10.1007/s10903-022-01333-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/04/2022] [Indexed: 11/29/2022]
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207
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Abstract
AIM The study aimed to investigate the possible relationship between diabetic peripheral neuropathy (DPN) and the development of depressive symptoms in patients with type 2 diabetes mellitus (T2D). METHODS A comparative non-experimental study was conducted. Ninety-five T2D individuals aged 65 years and more were recruited. The sample was divided into two groups: 50 participants with T2D and without DPN and 45 participants with T2D and DPN. The Patient Health Questionnaire 9 (PHQ-9) was used to collect information about low mood and depression symptoms in the subjects recruited. RESULTS Participants with DPN recorded higher scores on PHQ-9 than those with T2D only. The mean PHQ-9 score for the DPN group (6.09) was significantly higher than that for the T2D only group (2.24) (p < 0.001). Participants with DPN were more likely to have mild to moderate or moderately severe low mood and depression symptoms than T2D only participants who exhibited minimal to no low mood and depressive symptoms. CONCLUSIONS The association between DPN and depression is confirmed by this study, with significant depressive symptoms found in patients with neuropathy when compared to diabetes patients with no neurological complications. It is therefore important that discomfort and emotional problems caused by DPN should be taken seriously and addressed closely in the management of DPN in order to prevent depression. Also, a change in screening practices to identify patients with diabetes and depressive symptoms is required.
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Affiliation(s)
| | - Alfred Gatt
- Faculty of Health Sciences, University of Malta, Malta
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208
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Suzuki T, Tanaka KF. Downregulation of Bdnf Expression in Adult Mice Causes Body Weight Gain. Neurochem Res 2022; 47:2645-2655. [PMID: 34982395 DOI: 10.1007/s11064-021-03523-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/20/2021] [Accepted: 12/28/2021] [Indexed: 10/19/2022]
Abstract
Gain or loss of appetite and resulting body weight changes are commonly observed in major depressive disorders (MDDs). Brain-derived neurotrophic factor (BDNF) is broadly expressed in the brain and is thought to play a role in the pathophysiology of MDDs and obesity. Congenital loss of function of BDNF causes weight gain in both humans and rodents; however, it is not clear whether acquired loss of function of BDNF also affects body weight. Thus, we exploited mutant mice in which the Bdnf expression level is regulated by the tetracycline-dependent transcriptional silencer (tTS)-tetracycline operator sequence (tetO) system. Time-controlled Bdnf expression using this system allowed us to establish congenital and acquired loss of function of Bdnf in mice. We demonstrated that changes in Bdnf expression influenced body weight during not only the developmental stage but also the adult stage of mice. Although it is still unclear whether acquired Bdnf loss of function in rodents mimics the pathology of MDD, our findings may bridge the mechanistic gap between MDDs and body weight gain in line with BDNF dysfunction.
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Affiliation(s)
- Toru Suzuki
- Division of Brain Sciences, Institute for Advanced Medical Research, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, Japan
| | - Kenji F Tanaka
- Division of Brain Sciences, Institute for Advanced Medical Research, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, Japan.
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209
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Marrero DG. An Article in Two Parts: My Dinners With Richard and Addressing Diabetes Disparities in Hispanic Populations. Diabetes Spectr 2022; 35:252-256. [PMID: 35668884 PMCID: PMC9160551 DOI: 10.2337/ds22-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Editor's note: This article was adapted from the address Dr. Marrero delivered as the recipient of the American Diabetes Association's Richard R. Rubin Award for 2021. This award recognizes a behavioral researcher who has made outstanding, innovative contributions to the study and understanding of the behavioral aspects of diabetes in diverse populations. Dr. Marrero delivered the address in June 2021 at the Association's virtual 81st Scientific Sessions. A webcast of this speech is available for viewing at https://bit.ly/3HIkOpz.
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210
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Hirai H, Nagao M, Ohira T, Maeda M, Okazaki K, Nakano H, Hayashi F, Harigane M, Suzuki Y, Takahashi A, Sakai A, Kazama JJ, Hosoya M, Yabe H, Yasumura S, Ohto H, Kamiya K, Shimabukuro M. Psychological burden predicts new-onset diabetes in men: A longitudinal observational study in the Fukushima Health Management Survey after the Great East Japan earthquake. Front Endocrinol (Lausanne) 2022; 13:1008109. [PMID: 36531489 PMCID: PMC9756884 DOI: 10.3389/fendo.2022.1008109] [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: 07/31/2022] [Accepted: 10/24/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND The burden of psychological distress and post-traumatic stress disorder (PTSD) has been suggested as a factor in developing type 2 diabetes mellitus. However, longitudinal features in psychological distress- and PTSD-related new-onset diabetes mellitus have not been thoroughly evaluated. METHODS The association between probable depression and probable PTSD and the risk of developing new-onset diabetes mellitus was evaluated in a 7-year prospective cohort of evacuees of the Great East Japan Earthquake in 2011. Probable depression was defined as a Kessler 6 scale (K6) ≥ 13 and probable PTSD as a PTSD Checklist-Stressor-Specific Version (PCL-S) ≥ 44. RESULTS The log-rank test for the Kaplan-Meier curve for new-onset diabetes mellitus was significant between K6 ≥ 13 vs. < 13 and PCL-S ≥ 44 vs. < 44 in men but not in women. In men, both K6 ≥ 13 and PCL-S ≥ 44 remained significant in the Cox proportional hazards model after multivariate adjustment for established risk factors and disaster-related factors, including evacuation, change in work situation, sleep dissatisfaction, and education. CONCLUSION The post-disaster psychological burden of probable depression and probable PTSD was related to new-onset diabetes in men but not in women. In post-disaster circumstances, prevention strategies for new-onset diabetes might consider sex differences in terms of psychological burden.
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Affiliation(s)
- Hiroyuki Hirai
- Department of Diabetes, Endocrinology and Metabolism, Fukushima Medical University School of Medicine, Fukushima, Japan
- Department of Internal Medicine, Shirakawa Kosei General Hospital, Fukushima, Japan
| | - Masanori Nagao
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Tetsuya Ohira
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Masaharu Maeda
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Disaster Psychiatry, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Kanako Okazaki
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, Fukushima, Japan
- Department of Physical Therapy, Fukushima Medical University School of Health Sciences, Fukushima, Japan
| | - Hironori Nakano
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Fumikazu Hayashi
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Epidemiology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Mayumi Harigane
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Public Health, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Yuriko Suzuki
- Department of Adult Mental Health, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Atsushi Takahashi
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Akira Sakai
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
| | - Junichiro J. Kazama
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Nephrology and Hypertension, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Mitsuaki Hosoya
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Pediatrics, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Hirooki Yabe
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Neuropsychiatry, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Seiji Yasumura
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- Department of Public Health, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Hitoshi Ohto
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
| | - Kenji Kamiya
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
| | - Michio Shimabukuro
- Department of Diabetes, Endocrinology and Metabolism, Fukushima Medical University School of Medicine, Fukushima, Japan
- Radiation Medical Science Center for the Fukushima Health Management Survey, Fukushima, Japan
- *Correspondence: Michio Shimabukuro,
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211
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Dinh Le T, Huy Duong H, Thi Nguyen L, Phi Thi Nguyen N, Tien Nguyen S, Van Ngo M. The Relationship Between Depression and Multifactorial Control and Microvascular Complications in Vietnamese with Type 2 Diabetes Mellitus Aged 30-60 Years. Diabetes Metab Syndr Obes 2022; 15:1185-1195. [PMID: 35464259 PMCID: PMC9031987 DOI: 10.2147/dmso.s354443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 04/01/2022] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Depression is a common mental disorder in people with type 2 diabetes mellitus (T2DM). Depression and T2DM have a reciprocal interaction through many factors, of which the most important is the multifactorial control and microvascular complications of T2DM. AIM This research aims to determine the rate of depression and the association between depression and multifactorial control and microvascular complications in patients with T2DM aged 30-60 years in Vietnam. METHODS A cross-sectional and descriptive study was conducted on 231 outpatients with T2DM at Bach Mai hospital, Hanoi, Vietnam. Depression severity was measured with the Patient Health Questionnaire-9 (PHQ-9). RESULTS The rate of depression in patients with T2DM aged 30-60 years was 16.9% (in which, the rate of mild depression was 15.2% and moderate depression was 1.7%; no serious depression). The prevalence of depression was higher in female patients than in male patients (p = 0.049). There is a statistically significant difference in the rate of depression by age, duration of diabetes, and treatment method for type 2 diabetes. Poor HbA1c control and microvascular complications increase the risk of depression (OR = 2.37; 95% CI 1.11-5.02, p = 0.033 and OR = 2.62; 95% CI 1.15-5.93, p = 0.027, respectively). When the multivariate analysis was performed, it was shown that sex, treatment for glycemic control, and microvascular complications had a statistically significant influence on PHQ-9 score. CONCLUSION In Vietnam, there are 16.9% of patients with T2DM aged 30-60 years suffer from depression. Poor HbA1c control, the presence of microvascular complications, and without antihyperglycemic treatment increase the risk of developing depression.
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Affiliation(s)
- Tuan Dinh Le
- Center of Emergency, Critical Care Medicine and Clinical Toxicology, Military Hospital 103, Vietnam Military Medical University, Hanoi, Vietnam
- Department of Rheumatology and Endocrinology,Military Hospital 103, Vietnam Military Medical University, Hanoi, Vietnam
- Correspondence: Tuan Dinh Le, Center of Emergency, Critical Care Medicine and Clinical Toxicology, Military Hospital 103, Vietnam Military Medical University, 160 Phung Hung Street, Phuc La Ward, Ha Dong District, Hanoi City, Vietnam, Tel +840388166078, Email
| | - Hoang Huy Duong
- Department of Neurology, Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
- Hoang Huy Duong, Department of Neurology, Thai Binh University of Medicine and Pharmacy, 373 Ly Bon Street, Ky Ba Ward, Thai Binh, Vietnam, Tel +84 912675919, Email
| | - Ly Thi Nguyen
- Department of Internal Medicine, Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
- Postgraduate Student, Department of Internal Medicine, Hanoi Medical University, Hanoi, Vietnam
| | - Nga Phi Thi Nguyen
- Department of Rheumatology and Endocrinology,Military Hospital 103, Vietnam Military Medical University, Hanoi, Vietnam
| | - Son Tien Nguyen
- Department of Rheumatology and Endocrinology,Military Hospital 103, Vietnam Military Medical University, Hanoi, Vietnam
| | - Manh Van Ngo
- Postgraduate Training Management Department, Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
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Al-Hakeim HK, Hadi HH, Jawad GA, Maes M. Intersections between Copper, β-Arrestin-1, Calcium, FBXW7, CD17, Insulin Resistance and Atherogenicity Mediate Depression and Anxiety Due to Type 2 Diabetes Mellitus: A Nomothetic Network Approach. J Pers Med 2022; 12:jpm12010023. [PMID: 35055338 PMCID: PMC8779500 DOI: 10.3390/jpm12010023] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 02/06/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) is frequently accompanied by affective disorders with a prevalence of comorbid depression of around 25%. Nevertheless, the biomarkers of affective symptoms including depression and anxiety due to T2DM are not well established. The present study delineated the effects of serum levels of copper, zinc, β-arrestin-1, FBXW7, lactosylceramide (LacCer), serotonin, calcium, magnesium on severity of depression and anxiety in 58 men with T2DM and 30 healthy male controls beyond the effects of insulin resistance (IR) and atherogenicity. Severity of affective symptoms was assessed using the Hamilton Depression and Anxiety rating scales. We found that 61.7% of the variance in affective symptoms was explained by the multivariate regression on copper, β-arrestin-1, calcium, and IR coupled with atherogenicity. Copper and LacCer (positive) and calcium and BXW7 (inverse) had significant specific indirect effects on affective symptoms, which were mediated by IR and atherogenicity. Copper, β-arrestin-1, and calcium were associated with affective symptoms above and beyond the effects of IR and atherogenicity. T2DM and affective symptoms share common pathways, namely increased atherogenicity, IR, copper, and β-arrestin-1, and lowered calcium, whereas copper, β-arrestin-1, calcium, LacCer, and FBXW7 may modulate depression and anxiety symptoms by affecting T2DM.
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Affiliation(s)
- Hussein Kadhem Al-Hakeim
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Hadi Hasan Hadi
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Ghoufran Akeel Jawad
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Michael Maes
- Department of Psychiatry, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
- IMPACT Strategic Research Centre, School of Medicine, Deakin University, P.O. Box 281, Geelong, VIC 3220, Australia
- Correspondence:
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Jacobsen KH, Aalders J, Sølling K, Andersen MS, Snogdal LS, Christensen MH, Vinter CA, Højlund K, Jensen DM. Long-Term Metabolic Outcomes after Gestational Diabetes Mellitus (GDM): Results from the Odense GDM Follow-Up Study (OGFUS). J Diabetes Res 2022; 2022:4900209. [PMID: 35789592 PMCID: PMC9250439 DOI: 10.1155/2022/4900209] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 03/28/2022] [Accepted: 05/10/2022] [Indexed: 11/17/2022] Open
Abstract
AIMS To compare metabolic profiles and the long-term risk of metabolic dysfunction between women with previous gestational diabetes mellitus (pGDM) and women without pGDM (non-GDM) matched on age, prepregnancy body mass index (BMI), and parity. METHODS In total, 128 women with pGDM (median follow-up: 7.8 years) and 70 non-GDM controls (median follow-up: 10.0 years) completed a 2 h oral glucose tolerance test (OGTT) with assessment of glucose, C-peptide, insulin, and other metabolic measures. Additionally, anthropometrics, fat mass, and blood pressure were assessed and indices of insulin sensitivity and beta cell function were calculated. RESULTS The prevalence of type 2 diabetes mellitus (T2DM) was significantly higher in the pGDM group compared to the non-GDM group (26% vs. 0%). For women with pGDM, the prevalence of prediabetes (38%) and the metabolic syndrome (MetS) (59%) were approximately 3-fold higher than in non-GDM women (p's < 0.001). Both insulin sensitivity and beta cell function were significantly reduced in pGDM women compared to non-GDM women. CONCLUSION Despite similar BMI, women with pGDM had a substantially higher risk of developing T2DM, prediabetes, and the MetS compared to controls. Both beta cell dysfunction and reduced insulin sensitivity seem to contribute to this increased risk.
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Affiliation(s)
| | - Jori Aalders
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Katrine Sølling
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
| | - Marianne Skovsager Andersen
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | | | - Maria Hornstrup Christensen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | - Christina Anne Vinter
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | - Kurt Højlund
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - Dorte Møller Jensen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
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Atasoy S, Johar H, Fleischer T, Beutel M, Binder H, Braehler E, Schomerus G, Zöller D, Kruse J, Ladwig KH. Depression Mediates the Association Between Childhood Emotional Abuse and the Onset of Type 2 Diabetes: Findings From German Multi-Cohort Prospective Studies. Front Psychiatry 2022; 13:825678. [PMID: 35463485 PMCID: PMC9019116 DOI: 10.3389/fpsyt.2022.825678] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/21/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND The dysregulation of glucose homeostasis via mental health stress is increasingly acknowledged, whereby depression independently increases the risk of the onset of type 2 diabetes by up to 60%. Contributing mental health factors starting in early life have further been considered, indicating that exposure to childhood emotional abuse is associated with both depression and an increased onset of type 2 diabetes in adulthood. However, the potential role of depression within the emotional abuse and type 2 diabetes link remains unknown. METHODS Data were derived from community-dwelling participants in southern and northeastern Germany who participated in the longitudinal KORA-F4 and SHIP-3 studies. Multivariable logistic regression analyses adjusted for lifestyle, somatic, and psychological risk factors were used to investigate the association between childhood emotional abuse, assessed retrospectively by the Childhood Trauma Screener, and newly diagnosed type 2 diabetes cases, which were confirmed using a standard oral glucose tolerance test. The mediating role of depressive symptoms between childhood emotional abuse and type 2 diabetes was assessed by the Patient Health Questionnaire-9 and calculated by using the Sobel test for mediation. RESULTS A total of 2,973 (53.2% women, 46.8% men) participants with a mean age of 49.7 were included in the analyses, of whom 5.9% (7.1% women, 4.5% men) reported emotional abuse in childhood. Participants exposed to childhood emotional abuse had a 1.70 (1.12-2.56; p = 0.02) times higher odds of depression in the fully adjusted model than unexposed participants. During the 6.5-year follow-up period, 104 (3.5%) participants developed type 2 diabetes. Participants who were exposed to childhood emotional abuse had a 2.56 (1.31-4.98, p = 0.005) times higher odds of developing type 2 diabetes than unexposed participants. This association was significantly mediated by the increased odds of depression in participants with childhood emotional abuse (Sobel Test, 1.84, p = 0.06; Goodman Test, 1.91, p = 0.05). CONCLUSION The current results indicate that the increased likelihood of type 2 diabetes onset in participants who were exposed to childhood emotional abuse is significantly attributed to increased depression in adulthood.
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Affiliation(s)
- Seryan Atasoy
- Department of Psychosomatic Medicine and Psychotherapy, University of Giessen and Marburg, Giessen, Germany.,Department of Psychosomatic Medicine and Psychotherapy, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.,Institute of Epidemiology, Helmholtz Zentrum München, Munich, Germany
| | - Hamimatunnisa Johar
- Department of Psychosomatic Medicine and Psychotherapy, University of Giessen and Marburg, Giessen, Germany.,Institute of Epidemiology, Helmholtz Zentrum München, Munich, Germany
| | - Toni Fleischer
- Department of Psychiatry, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Manfred Beutel
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg im Breisgau, Germany
| | - Elmar Braehler
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Georg Schomerus
- Department of Psychiatry, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Daniela Zöller
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg im Breisgau, Germany
| | - Johannes Kruse
- Department of Psychosomatic Medicine and Psychotherapy, University of Giessen and Marburg, Giessen, Germany
| | - Karl-Heinz Ladwig
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
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215
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López Sánchez GF, Smith L, Jacob L, Shin JI, Koyanagi A, Pardhan S. Gender Differences in the Association Between Cataract and Mental Health in Adults With Diabetes: A Cross-Sectional Analysis From the Spanish National Health Survey 2017. Front Public Health 2021; 9:769155. [PMID: 34950629 PMCID: PMC8688691 DOI: 10.3389/fpubh.2021.769155] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/16/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: This study aimed to explore gender differences in the associations between cataracts and self-reported depression and chronic anxiety in Spanish adults with diabetes. Methods: Cross-sectional data from the Spanish Health Survey 2017 were analyzed. Inclusion criterion was a positive response to the question “Have you ever been diagnosed with diabetes?” Diabetes, cataracts, depression and chronic anxiety were based on self-reported lifetime diagnosis. Multivariable logistic regression was conducted to assess the association between cataracts and depression or anxiety among respondents with diabetes, stratifying by gender. Results: Out of a total 23,089 respondents, 2,266 people self-reported suffering from diabetes (50.2% women; average age 69.7 ± 12.7 years; age range 15-98 years). In people with diabetes, the presence of cataracts was associated with significantly higher odds for depression (OR = 1.655; 95% CI = 1.295-2.115). Gender-stratified analyses showed that only women with cataracts were significantly associated with higher odds for depression (OR = 1.762; 95% CI = 1.307-2.374) and chronic anxiety (OR = 1.519; 95% CI = 1.067-2.163). Conclusion: Cataracts are a significant risk factor for depression and chronic anxiety in Spanish women with diabetes, but not in men. Women with both diabetes and cataracts require assessment for depression and chronic anxiety, and possibly earlier interventions in order to reduce the potential risk of further mental health complications.
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Affiliation(s)
- Guillermo F López Sánchez
- Faculty of Health, Education, Medicine and Social Care, School of Medicine, Vision and Eye Research Institute, Anglia Ruskin University, Cambridge, United Kingdom
| | - Lee Smith
- The Cambridge Centre for Sport and Exercise Sciences, Anglia Ruskin University, Cambridge, United Kingdom
| | - Louis Jacob
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Sant Boi de Llobregat, Barcelona, Spain.,Faculty of Medicine, University of Versailles Saint-Quentin-en-Yvelines, Montigny-le-Bretonneux, France
| | - Jae Il Shin
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, South Korea
| | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Sant Boi de Llobregat, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Shahina Pardhan
- Faculty of Health, Education, Medicine and Social Care, School of Medicine, Vision and Eye Research Institute, Anglia Ruskin University, Cambridge, United Kingdom
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Genetic association between major depressive disorder and type 2 diabetes mellitus: Shared pathways and protein networks. Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110339. [PMID: 33915220 DOI: 10.1016/j.pnpbp.2021.110339] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 04/05/2021] [Accepted: 04/23/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) and type 2 diabetes mellitus (T2DM) are common public health disorders that often co-occur. This study aims to determine whether gene expression profiles from individuals with MDD or T2DM overlap and if there are any functional interconnectivity between identified genes using protein-protein interaction (PPI). METHODS The DNA microarray datasets were extracted from the Gene Expression Omnibus. Gene expression dataset GSE98793 from a case-control study of MDD (64 healthy control subjects, 128 patients) and dataset GSE15653 from a case-control study of T2DM (nine controls, nine individuals with T2DM) were used for this secondary and post-hoc analysis. GO enrichment analyses and Reactome pathway enrichment analysis were performed for functional enrichment analyses with the shared genes. PPI networks, PPI clusters and hub genes were performed to detect the potential relationships among differentially expressed genes (DEG) -encoding proteins in both MDD and T2DM. RESULTS A total of 3640 DEGs were identified in the MDD group when compared to the control group, whereas 3700 DEGs were identified in the T2DM group when compared to the control groups, among which 244 DEGs were overlap genes. The identified DEGs were enriched for Interleukin-4 and Interleukin-13 signaling, neutrophil degranulation, as well as other select species of the innate immune system. The biological processes of neurofibrillary tangle assembly regulation, tau-protein kinase activity regulation, amyloid-beta clearance regulation, amyloid-beta formation regulation and neuron apoptotic processes were also identified. Molecular function analysis indicated that identified genes were mainly enriched for amyloid-beta binding. 925 out of 1006 protein-protein interactions and six sub-networks were identified reflecting the disparate biological domains of overlapping genes. Ten hub genes further highlight the putative importance of tau-protein kinase activity, inflammatory response and neuron apoptotic regulatory processes across MDD and T2DM. CONCLUSIONS Our results indicate that an overlapping genetic architecture subserves MDD and T2DM. Genes relevant to the innate immune system, tau protein formation, and cellular aging were identified. Results indicate that the common, often comorbid, conditions of MDD and T2DM have a pathoetiologic nexus.
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Abstract
Objective The stress brought on by changes in social conditions due to COVID-19 is diverse. However, there have been no studies examining the relationship between the type of stress felt by an individual due to such changes in social conditions and the degree of change in HbA1c, prompting us to conduct this study. Methods We conducted a collaborative study at two diabetes clinics. A total of 1,000 subjects responded to the questionnaire. Data on HbA1c and body weight before and after the declaration of the state of emergency were collected. Results We conducted a questionnaire on some stressors, but when comparing the two groups with respect to whether or not they felt stress from each item, only "school closures for children," seemed to be associated with a significant difference in the amount of change in HbA1c. In the stressed group, i.e. the group of parents who experienced stress due to their children's schools being closed, the HbA1c value changed from 7.30±0.78 to 7.30±1.13 (p=0.985). By contrast, in the unstressed group, the HbA1c value significantly decreased from 7.28±0.98 to 7.06±0.85 (p<0.001). In addition, as a result of comparing the amount of change between the 2 groups, a significant decrease was observed in the unstressed group compared with the stressed group (p=0.032). There was no significant difference in body weight change between the two groups. Conclusion Stress that cannot be avoided by one's own will, such as school closures for children, may affect glycemic control.
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Tang Y, Su H, Wang H, Lu F, Nie K, Wang Z, Huang W, Dong H. The effect and mechanism of Jiao-tai-wan in the treatment of diabetes mellitus with depression based on network pharmacology and experimental analysis. Mol Med 2021; 27:154. [PMID: 34875999 PMCID: PMC8650382 DOI: 10.1186/s10020-021-00414-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 11/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The incidence of diabetes mellitus (DM) and depression is increasing year by year around the world, bringing a serious burden to patients and their families. Jiao-tai-wan (JTW), a well-known traditional Chinese medicine (TCM), has been approved to have hypoglycemic and antidepressant effects, respectively, but whether JTW has such dual effects and its potential mechanisms is still unknown. This study is to evaluate the dual therapeutic effects of JTW on chronic restraint stress (CRS)-induced DM combined with depression mice, and to explore the underlying mechanisms through network pharmacology. METHODS CRS was used on db/db mice for 21 days to induce depression-like behaviors, so as to obtain the DM combined with depression mouse model. Mice were treated with 0.9% saline (0.1 ml/10 g), JTW (3.2 mg/kg) and Fluoxetine (2.0 mg/kg), respectively. The effect of JTW was accessed by measuring fasting blood glucose (FBG) levels, conducting behavioral tests and observing histopathological change. The ELISA assay was used to evaluate the levels of inflammatory cytokines and the UHPLC-MS/MS method was used to determine the depression-related neurotransmitters levels in serum. The mechanism exploration of JTW against DM and depression were performed via a network pharmacological method. RESULTS The results of blood glucose measurement showed that JTW has a therapeutic effect on db/db mice. Behavioral tests and the levels of depression-related neurotransmitters proved that JTW can effectively ameliorate depression-like symptoms in mice induced by CRS. In addition, JTW can also improve the inflammatory state and reduce the number of apoptotic cells in the hippocampus. According to network pharmacology, 28 active compounds and 484 corresponding targets of JTW, 1407 DM targets and 1842 depression targets were collected by screening the databases, and a total of 117 targets were obtained after taking the intersection. JTW plays a role in reducing blood glucose level and antidepressant mainly through active compounds such as quercetin, styrene, cinnamic acid, ethyl cinnamate, (R)-Canadine, palmatine and berberine, etc., the key targets of its therapeutic effect include INS, AKT1, IL-6, VEGF-A, TNF and so on, mainly involved in HIF-1 signal pathway, pathways in cancer, Hepatitis B, TNF signal pathway, PI3K-Akt signal pathway and MAPK signaling pathway, etc. CONCLUSION: Our experimental study showed that JTW has hypoglycemic and antidepressant effects. The possible mechanism was explored by network pharmacology, reflecting the characteristics of multi-component, multi-target and multi-pathway, which provides a theoretical basis for the experimental research and clinical application of JTW in the future.
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Affiliation(s)
- Yueheng Tang
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Hao Su
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Hongzhan Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Fuer Lu
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Kexin Nie
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Zhi Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Wenya Huang
- Department of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
| | - Hui Dong
- Institute of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
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Sealock JM, Lee YH, Moscati A, Venkatesh S, Voloudakis G, Straub P, Singh K, Feng YCA, Ge T, Roussos P, Smoller JW, Chen G, Davis LK. Use of the PsycheMERGE Network to Investigate the Association Between Depression Polygenic Scores and White Blood Cell Count. JAMA Psychiatry 2021; 78:1365-1374. [PMID: 34668925 PMCID: PMC8529528 DOI: 10.1001/jamapsychiatry.2021.2959] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/17/2021] [Indexed: 01/02/2023]
Abstract
Importance Although depression is a common psychiatric disorder, its underlying biological basis remains poorly understood. Pairing depression polygenic scores with the results of clinical laboratory tests can reveal biological processes involved in depression etiology and in the physiological changes resulting from depression. Objective To characterize the association between depression polygenic scores and an inflammatory biomarker, ie, white blood cell count. Design, Setting, and Participants This genetic association study was conducted from May 19, 2019, to June 5, 2021, using electronic health record data from 382 452 patients across 4 health care systems. Analyses were conducted separately in each health care system and meta-analyzed across all systems. Primary analyses were conducted in Vanderbilt University Medical Center's biobank. Replication analyses were conducted across 3 other PsycheMERGE sites: Icahn School of Medicine at Mount Sinai, Mass General Brigham, and the Million Veteran Program. All patients with available genetic data and recorded white blood cell count measurements were included in the analyses. Primary analyses were conducted in individuals of European descent and then repeated in a population of individuals of African descent. Exposures Depression polygenic scores. Main Outcomes and Measures White blood cell count. Results Across the 4 PsycheMERGE sites, there were 382 452 total participants of European ancestry (18.7% female; median age, 57.9 years) and 12 383 participants of African ancestry (61.1% female; median age, 39.0 [range, birth-90.0 years]). A laboratory-wide association scan revealed a robust association between depression polygenic scores and white blood cell count (β, 0.03; SE, 0.004; P = 1.07 × 10-17), which was replicated in a meta-analysis across the 4 health care systems (β, 0.03; SE, 0.002; P = 1.03 × 10-136). Mediation analyses suggested a bidirectional association, with white blood cell count accounting for 2.5% of the association of depression polygenic score with depression diagnosis (95% CI, 2.2%-20.8%; P = 2.84 × 10-70) and depression diagnosis accounting for 9.8% of the association of depression polygenic score with white blood cell count (95% CI, 8.4%-11.1%; P = 1.78 × 10-44). Mendelian randomization provided additional support for an association between increased white blood count and depression risk, but depression modeled as the exposure showed no evidence of an influence on white blood cell counts. Conclusions and Relevance This genetic association study found that increased depression polygenic scores were associated with increased white blood cell count, and suggests that this association may be bidirectional. These findings highlight the potential importance of the immune system in the etiology of depression and may motivate future development of clinical biomarkers and targeted treatment options for depression.
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Affiliation(s)
- Julia M. Sealock
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Younga H. Lee
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Arden Moscati
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Sanan Venkatesh
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, New York
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
| | - Georgios Voloudakis
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, New York
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
| | - Peter Straub
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kritika Singh
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Yen-Chen A. Feng
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Tian Ge
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Panos Roussos
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, New York
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
- Mental Illness Research, Education and Clinical Centers, James J. Peters VA Medical Center, Bronx, New York
| | - Jordan W. Smoller
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Guanhua Chen
- Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison
| | - Lea K. Davis
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Molecular Physiology and Biophysics, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee
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Ferreira AS, Galvão S, Gaspar R, Rodrigues-Neves AC, Ambrósio AF, Matafome P, Gomes CA, Baptista FI. Sex-specific changes in peripheral metabolism in a model of chronic anxiety induced by prenatal stress. Eur J Clin Invest 2021; 51:e13639. [PMID: 34120349 DOI: 10.1111/eci.13639] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 06/11/2021] [Accepted: 06/11/2021] [Indexed: 01/15/2023]
Abstract
BACKGROUND Prenatal stress is associated with increased susceptibility to psychiatric and metabolic disorders later in life. Prenatal exposure to stress mediators may have sex-dependent effects on offspring brain and metabolic function, promoting a sex-specific vulnerability to psychopathology and metabolic alterations at adulthood. In this work, the impact of prenatal stress on glucose homeostasis and peripheral metabolism of male and female offspring was investigated in a chronic anxiety animal model. METHODS Pregnant Wistar rats were injected with saline or glucocorticoid (dexamethasone: 1 mg/kg, subcutaneous) at gestational days 18 and 19. Male and female offspring weight was monitored, and anxious-like behaviour and peripheral insulin-sensitive tissues were analysed at adulthood. RESULTS At birth, females and males prenatally exposed to stress presented decreased body weight which remained low in females. At adulthood, a morphological disorganization of the Langerhans islets was observed in both sexes prenatally exposed to stress, yet not changes in insulin levels were detected. Also, prenatal stress increased glucose transporter 4 (GLUT-4) levels in female and male adipose tissues and decreased insulin receptor levels in the liver and skeleton muscle but only in females. CONCLUSIONS Exposure to stress mediators in critical periods of development negatively affects behaviour and metabolism. Prenatal stress programmes offspring peripheral metabolism in a sex-specific manner, emphasizing that the response to stress in critical periods of development may be sex-specific having each sex different vulnerabilities to psychiatric and metabolic disorders. Considering sex-specificities may provide critical clues for the design of preventive strategies and for early therapeutic intervention.
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Affiliation(s)
- Ana Sofia Ferreira
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Sofia Galvão
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Rita Gaspar
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
| | - Ana C Rodrigues-Neves
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
| | - António F Ambrósio
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
| | - Paulo Matafome
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
| | - Catarina A Gomes
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal.,Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Filipa I Baptista
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
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Liu X, Dong C, Jiang H, Zhong D, Li Y, Zhang H, Zhang J, Fan J, Li J, Guan L, Jin R. Prevalence and risk factors of depression in Chinese patients with type 2 diabetes mellitus: a protocol of systematic review and meta-analysis. Syst Rev 2021; 10:302. [PMID: 34823606 PMCID: PMC8620640 DOI: 10.1186/s13643-021-01855-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 11/10/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The prevalence of type 2 diabetes mellitus (T2DM) is growing in China. Depression is a significant complication of T2DM, leading to poor management of T2DM. Thus, early detection and treatment of depression in patients with T2DM are essential and effective. Therefore, we plan to conduct a systematic review and meta-analysis to evaluate the prevalence of depression in Chinese patients with T2DM and explore potential risk factors of depression in T2DM. METHODS We will search literatures recorded in MEDLINE, EMBASE, the Cochrane Library, Chinese Biomedical Literature Database (CBM), China National Knowledge Infrastructure (CNKI), Chinese Science and Technology Periodical Database (VIP), and WanFang Database from their inception onwards. We will manually search gray literatures, reference lists of identified studies, relevant websites, and consult experts in this field. We will include population-based, cross-sectional surveys that investigated the prevalence of depression in Chinese patients with T2DM or/and the possible risk factors of depression in T2DM. Two reviewers will screen studies, extract data, and evaluate risk of bias independently. Agency for Healthcare Research and Quality methodology checklist will be used to assess the risk of bias. If feasible, we will conduct random effects meta-analysis of observational data to summarize the pooled prevalence, and use odds ratio for categorical data to explore potential risk factors. Prevalence estimates will be stratified according to age, gender, and other factors. Statistical heterogeneity will be estimated using Cochran's Q and I2 index. We will conduct meta-regression to investigate the potential sources of heterogeneity, sensitivity analyses to assess robustness of the synthesized results, and funnel plots and Egger's test to assess publication bias. DISCUSSION This systematic review and meta-analysis will provide comprehensive evidence of the prevalence and potential risk factors of depression in Chinese patients with T2DM. We expect to provide evidence for healthcare practitioners and policy makers to pay attention to the mental health of patients with T2DM. Our data will highlight the need and importance of early detection and intervention for depression in patients with T2DM. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020182979.
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Affiliation(s)
- Xiaobo Liu
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Chao Dong
- The General Hospital of Western Theater Command, Chengdu, China
| | - Hong Jiang
- Department of Rehabilitation, Xichong County People's Hospital, Nanchong, China
| | - Dongling Zhong
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yuxi Li
- School of Acupuncture-Moxibustion and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Huiling Zhang
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jun Zhang
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jin Fan
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Juan Li
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Li Guan
- Department of Rehabilitation, Fushun County People's Hospital, Zigong, China.
| | - Rongjiang Jin
- School of Health Preservation and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
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Gamradt S, Hasselmann H, Taenzer A, Brasanac J, Stiglbauer V, Sattler A, Sajitz-Hermstein M, Kierszniowska S, Ramien C, Nowacki J, Mascarell-Maricic L, Wingenfeld K, Piber D, Ströhle A, Kotsch K, Paul F, Otte C, Gold SM. Reduced mitochondrial respiration in T cells of patients with major depressive disorder. iScience 2021; 24:103312. [PMID: 34765928 PMCID: PMC8571492 DOI: 10.1016/j.isci.2021.103312] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 08/16/2021] [Accepted: 10/15/2021] [Indexed: 11/18/2022] Open
Abstract
Converging evidence indicates that major depressive disorder (MDD) and metabolic disorders might be mediated by shared (patho)biological pathways. However, the converging cellular and molecular signatures remain unknown. Here, we investigated metabolic dysfunction on a systemic, cellular, and molecular level in unmedicated patients with MDD compared with matched healthy controls (HC). Despite comparable BMI scores and absence of cardiometabolic disease, patients with MDD presented with significant dyslipidemia. On a cellular level, T cells obtained from patients with MDD exhibited reduced respiratory and glycolytic capacity. Gene expression analysis revealed increased carnitine palmitoyltransferase IA (CPT1a) levels in T cells, the rate-limiting enzyme for mitochondrial long-chain fatty acid oxidation. Together, our results indicate metabolic dysfunction in unmedicated, non-overweight patients with MDD on a systemic, cellular, and molecular level. This evidence for reduced mitochondrial respiration in T cells of patients with MDD provides translation of previous animal studies regarding a putative role of altered immunometabolism in depression pathobiology. MDD patients display signs of metabolic imbalance on a systemic level Mitochondrial respiration and glycolysis are decreased in T cells of MDD patients Key cellular metabolic markers negatively correlate with depression severity Increased expression of CPT1a in T cells correlates with many serum metabolites
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Affiliation(s)
- Stefanie Gamradt
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Helge Hasselmann
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Aline Taenzer
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Jelena Brasanac
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
- Charité – Universitätsmedizin Berlin and Max Delbrueck Center for Molecular Medicine, NeuroCure Clinical Research Center (NCRC), Campus Mitte, 10117 Berlin, Germany
| | - Victoria Stiglbauer
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Arne Sattler
- Charité – Universitätsmedizin Berlin, Klinik für Allgemein- und Viszeralchirurgie, Campus Benjamin Franklin, 12203 Berlin, Germany
| | | | | | - Caren Ramien
- Institut für Neuroimmunologie und Multiple Sklerose (INIMS), Zentrum für Molekulare Neurobiologie, Universitätsklinikum Hamburg Eppendorf, 20251 Hamburg, Germany
| | - Jan Nowacki
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Lea Mascarell-Maricic
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Mitte, 10117 Berlin, Germany
| | - Katja Wingenfeld
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Dominique Piber
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Andreas Ströhle
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Mitte, 10117 Berlin, Germany
| | - Katja Kotsch
- Charité – Universitätsmedizin Berlin, Klinik für Allgemein- und Viszeralchirurgie, Campus Benjamin Franklin, 12203 Berlin, Germany
| | - Friedemann Paul
- Charité – Universitätsmedizin Berlin and Max Delbrueck Center for Molecular Medicine, NeuroCure Clinical Research Center (NCRC), Campus Mitte, 10117 Berlin, Germany
| | - Christian Otte
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Stefan M. Gold
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
- Institut für Neuroimmunologie und Multiple Sklerose (INIMS), Zentrum für Molekulare Neurobiologie, Universitätsklinikum Hamburg Eppendorf, 20251 Hamburg, Germany
- Charité – Universitätsmedizin Berlin, Medizinische Klinik m.S. Psychosomatik, Campus Benjamin Franklin, 12203 Berlin, Germany
- Corresponding author
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223
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Burns RJ, Briner E, Schmitz N. Trajectories of Depressive Symptoms and Incident Diabetes: A Prospective Study. Ann Behav Med 2021; 56:311-316. [PMID: 34791017 DOI: 10.1093/abm/kaab094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Elevated depressive symptoms are associated with an increased risk for diabetes. Depression is a heterogeneous and chronic condition in which symptoms may remit, emerge, lessen, or intensify over time. PURPOSE The purpose of this study was to determine if trajectories of depressive symptoms measured at five time points over 8 years predicted incident diabetes over an 8-year follow-up in middle-aged and older adults. A secondary aim was to determine if trajectories of depressive symptoms predict incident diabetes, above and beyond depressive symptoms measured at a single time point. METHODS Data came from the Health and Retirement Study (n = 9,233). Depressive symptoms were measured biennially from 1998 to 2006. Self-reported incident diabetes was measured during an 8-year follow-up. RESULTS Five trajectories of depressive symptoms were identified (no depressive symptoms, low depressive symptoms, low-moderate depressive symptoms, moderate depressive symptoms, elevated and increasing depressive symptoms). Compared to the no depressive symptoms trajectory group (referent), all other trajectory groups were at higher risk of developing diabetes after adjusting for covariates. In most cases, trajectory group membership was associated with incident diabetes after controlling for depressive symptoms at a single time point. CONCLUSIONS Patterns of depressive symptoms over time were associated with incident diabetes. Patterns of depressive symptoms may be more predictive of diabetes incidence than depressive symptoms measured at a single time point.
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Affiliation(s)
- Rachel J Burns
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Esther Briner
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Norbert Schmitz
- Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.,Department of Population-Based Medicine, Institute of Health Sciences, University Hospital Tuebingen, Tübingen, Germany
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224
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Bhadra S, Chen S, Liu C. Analysis of Differentially Expressed Genes That Aggravate Metabolic Diseases in Depression. Life (Basel) 2021; 11:life11111203. [PMID: 34833079 PMCID: PMC8620538 DOI: 10.3390/life11111203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 10/22/2021] [Accepted: 10/25/2021] [Indexed: 12/14/2022] Open
Abstract
Depression is considered the second leading cause of the global health burden after cancer. It is recognized as the most common physiological disorder. It affects about 350 million people worldwide to a serious degree. The onset of depression, inadequate food intake, abnormal glycemic control and cognitive impairment have strong associations with various metabolic disorders which are mediated through alterations in diet and physical activities. The regulatory key factors among metabolic diseases and depression are poorly understood. To understand the molecular mechanisms of the dysregulation of genes affected in depressive disorder, we employed an analytical, quantitative framework for depression and related metabolic diseases. In this study, we examined datasets containing patients with depression, obesity, diabetes and NASH. After normalizing batch effects to minimize the heterogeneity of all the datasets, we found differentially expressed genes (DEGs) common to all the datasets. We identified significantly associated enrichment pathways, ontology pathways, protein–protein cluster networks and gene–disease associations among the co-expressed genes co-expressed in depression and the metabolic disorders. Our study suggested potentially active signaling pathways and co-expressed gene sets which may play key roles in crosstalk between metabolic diseases and depression.
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225
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Selenius JS, Silveira PP, Salonen M, Kautiainen H, von Bonsdorff M, Kajantie E, Lahti J, Eriksson JG, Wasenius NS. The relationship between health-related quality of life and melancholic depressive symptoms is modified by brain insulin receptor gene network. Sci Rep 2021; 11:21588. [PMID: 34732766 PMCID: PMC8566480 DOI: 10.1038/s41598-021-00631-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 09/28/2021] [Indexed: 11/17/2022] Open
Abstract
To investigate whether expression-based polygenic risk scores for the insulin receptor gene network (ePRS-IRs) modifiy the association between type of depressive symptoms and health-related quality of life (HRQoL). This cross-sectional study includes 1558 individuals from the Helsinki Birth Cohort Study. Between 2001 and 2004, the Short Form-36 questionnaire was employed to assess mental and physical components of HRQoL and Beck Depression Inventory (BDI) to assess depressive symptoms. Depressive symptoms were categorized into minimal (BDI < 10), non-melancholic and melancholic types of depression. The ePRS-IRs were calculated for the hippocampal (hePRS-IR) and the mesocorticolimbic (mePRS-IR) regions of the brain. General linear regression models adjusted for age, sex, population stratification, lifestyle factors and body mass index were applied to analyze the data. Both types of depressive symptoms were associated with lower HRQoL (p < 0.0001). HePRS-IR modified the association between the types of depression and mental HRQoL (p for interaction = 0.005). Melancholic type of depressive symptoms was associated with higher mental HRQoL compared to the non-melancholic symptoms among individuals with low hePRS-IR (adjusted mean 4.1, 95% CI 0.7-7.4, p = 0.018). However, no such difference was evident in moderate or high hePRS-IR groups as higher hePRS-IR was associated with lower mental HRQoL (B = - 3.4, 95% CI - 5.6 to - 1.2) in individuals with melancholic type of depressive symptoms. No direct associations were detected between the ePRS-IRs and type of depressive symptoms or HRQoL. Variations in the glucose-insulin metabolism can lower HRQoL in individuals with melancholic depressive symptoms.
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Affiliation(s)
- Jannica S Selenius
- Folkhälsan Research Center, Finbyntie 136 Karjaa, 10300, Helsinki, Finland.
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Patricia P Silveira
- Department of Psychiatry, Faculty of Medicine, McGill University, 6875 Boulevard LaSalle, Verdun, QC, H4H1R3, Canada
- Ludmer Centre for Neuroinformatic and Mental Health, Douglas Mental Health University Institute, McGill University, 6875 Boulevard LaSalle, Verdun, QC, H4H1R3, Canada
| | - Minna Salonen
- Folkhälsan Research Center, Finbyntie 136 Karjaa, 10300, Helsinki, Finland
- Public Health Promotion Unit, The National Institute for Health and Welfare, Helsinki, Finland
| | - Hannu Kautiainen
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mikaela von Bonsdorff
- Folkhälsan Research Center, Finbyntie 136 Karjaa, 10300, Helsinki, Finland
- Gerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Eero Kajantie
- National Institute for Health and Welfare, Public Health Promotion Unit, Helsinki, Oulu, Finland
- PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Jari Lahti
- Department of Psychology and Logopedics, University of Helsinki, P.O. Box 63, 00014, Helsinki, Finland
- Turku Institute for Advanced Studies, University of Turku, 20014, Turku, Finland
| | - Johan G Eriksson
- Folkhälsan Research Center, Finbyntie 136 Karjaa, 10300, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Obstetrics and Gynecology and Human Potential Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Singapore Institute for Clinical Sciences (SICS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Niko S Wasenius
- Folkhälsan Research Center, Finbyntie 136 Karjaa, 10300, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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226
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Tran NN, Nguyen VQ, Vo HL, Hoang TPN, Bui VS, Nguyen VT. Depression among patients with type 2 diabetes mellitus: Evidence from the Northeast region of Vietnam. Diabetes Metab Syndr 2021; 15:102293. [PMID: 34598010 DOI: 10.1016/j.dsx.2021.102293] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 09/07/2021] [Accepted: 09/15/2021] [Indexed: 01/26/2023]
Abstract
BACKGROUND AND AIMS Herein, we aim to examine the prevalence of depression in type 2 diabetic patients at a provincial general hospital located in the Northeast region of Vietnam and to explore its relationship with some sociodemographic, lifestyle and medical history characteristics. MATERIALS AND METHODS This was a single-centre cross-sectional descriptive study. The patients of both sexes who were at the age of 18 years or above, were treated at our institution and were diagnosed with type 2 diabetes mellitus, previously or during the study period. A total of 220 patients were included in the study. RESULTS Depression prevalence was 32.27% according to ICD-10. The severity of depression was categorized as mild in 77.46% patients, moderate in 19.72% patients and severe in 2.82% patients. The odds of depression was 0.18 (95%CI 0.05-0.69, p = 0.012) less for those known as the upper social class compared with those in lower social class. Those who were not on insulin treatment had significantly higher odds of depression than those on treatment with insulin (OR 2.06, 95%CI: 1.01-4.21). Individuals on treatment without oral diabetes drugs had higher odd of depression compared to those being treated with oral diabetes drugs (OR 2.77, 95%CI: 1.14-6.73). Also, hypertension was an increasing contributor to the depression prevalence (OR 2.32, 95%CI: 1.10-4.90). CONCLUSIONS A high prevalence of depression among type 2 diabetic patients was documented. Only significant factors for depression were lower social class, co-morbid hypertension and none of the insulin treatment or oral diabetes drugs.
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Affiliation(s)
- Nguyen-Ngoc Tran
- Department of Psychiatry, Hanoi Medical University, Hanoi, 100000, Vietnam; National Institute of Mental Health, Bach Mai Hospital, Hanoi, 100000, Vietnam
| | | | - Hoang-Long Vo
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Vietnam.
| | | | - Van-San Bui
- Department of Psychiatry, Hanoi Medical University, Hanoi, 100000, Vietnam; National Institute of Mental Health, Bach Mai Hospital, Hanoi, 100000, Vietnam
| | - Van-Tuan Nguyen
- Department of Psychiatry, Hanoi Medical University, Hanoi, 100000, Vietnam; National Institute of Mental Health, Bach Mai Hospital, Hanoi, 100000, Vietnam.
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Taras MA, Pellegrini A. Sex/Gender Psychological Differences in the Adult Diabetic Patient and How a Child’s Response to Chronic Disease Varies with Age and Can Be Influenced by Technology. DIABETOLOGY 2021; 2:215-225. [DOI: 10.3390/diabetology2040019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Chronic diseases have a negative impact on quality of life and perceived well-being. Depression tends to be more frequent in people with chronic diseases than the general population, and, for example, in diabetes, it has an incidence of two to three times higher and often remains under-diagnosed. The inability to control and predict the course of the disease exposes chronic patients to mood fluctuations which are often difficult to manage, also in virtue of the fact that in any chronic pathology a stabilization aimed at attenuating the symptoms or slowing the course is pursued, but it cannot tend to achieve complete healing. This fact of incurability for many subjects means the loss of control over their own body, in which the social and family role is also perceived as compromised and the experienced distress can result in the appearance of underlying disorders, both psychological or psychiatric. In this area, there is currently a great deal of focus on sex/gender differences. The aim of this article is to highlight these differences with regard to the emotional aspects that most affect the management of diabetic pathology. In this paper, we will underline a particularly underestimated eating disorder: diabulimia, then that the perception of itself is not only related to the sex assigned at birth, but also to the gender that is acquired during life, and we will also analyze the three phases related to the acquisition of gender identity during the evolutionary period. Finally, we will talk about the use of technology in diabetic patients (insulin pumps, continuous glucose monitoring variably integrated into each other) that might generate a series of psychological–behavioral reactions related to the integration between technology and body image and the experience of social acceptance of the individual, particularly in the evolution age.
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228
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Chen ACC, Huang KL, Chen HM, Chen PC, Chen VCH, Chiu WC. Antidepressants and the risk of myocardial infarction among patients with diabetes: A population-based cohort study. J Affect Disord 2021; 294:109-114. [PMID: 34274786 DOI: 10.1016/j.jad.2021.06.078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 06/28/2021] [Accepted: 06/30/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To investigate the impact of antidepressants (ATDs) on the risk of myocardial infarction (MI) among patients with diabetes mellitus (DM). METHODS This was a retrospective population-based cohort study that used data obtained from the National Health Insurance Research Database in Taiwan. The study cohort included diabetic patients who were older than 50 years from 1997 to 2010. We then randomly assigned individuals to the matched cohort at a 1:1 ratio according to their demographic data. Both study and matched cohorts were followed up to compare the risk of MI between patients with and without ATD use from 2000 until the end of 2013. Multivariate Cox proportional hazards models were used to evaluate the relationship between ATD treatment and the occurrence of MI. RESULTS After adjustment for confounders, patients with ATD use of more than 180 days had a lower risk of MI than those without ATD use in the matched cohort (adjusted hazard ratio [HR] = 0.68, 95% confidence interval [CI], 0.66-0.71). The adjusted HRs of MI were 0.77 (95% CI, 0.73-0.81) and 0.56 (95% CI, 052.-0.60) in patients with DM and ATD use of 180 > cDDD ≥ 28 and cDDD ≥ 180, respectively. When the duration of ATD treatment was 180 days or longer, MI risk was significantly reduced (after adjustment) for all classes of ATD except bupropion. CONCLUSIONS Most ATDs, but not bupropion, were associated with significantly reduced risk of MI among the DM population.
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Affiliation(s)
| | - Kuan-Lun Huang
- Tsaotun Psychiatric Center, Ministry of Health and Welfare, Nantou, Taiwan
| | - Hong-Ming Chen
- Department of Psychiatry, Chang Gung Medical Foundation, Chiayi Chang Gung Memorial Hospital, Taiwan; School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Pau-Chung Chen
- Department of Environmental and Occupational Medicine, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan; Department of Public Health, National Taiwan University College of Public Health, Taipei, Taiwan
| | - Vincent Chin-Hung Chen
- Department of Psychiatry, Chang Gung Medical Foundation, Chiayi Chang Gung Memorial Hospital, Taiwan; School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wei-Che Chiu
- Department of Psychiatry, Cathay General Hospital, Taipei, Taiwan; School of Medicine, Fu Jen Catholic University, Taipei, Taiwan.
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Mayberry LS, Nelson LA, Gonzalez JS. Adults with type 2 diabetes benefit from self-management support intervention regardless of depressive symptoms. J Diabetes Complications 2021; 35:108024. [PMID: 34521578 PMCID: PMC8511161 DOI: 10.1016/j.jdiacomp.2021.108024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 01/02/2023]
Abstract
AIMS Elevated depressive symptoms are common among adults with type 2 diabetes (T2D). In a secondary analysis from an RCT of a diabetes self-management support intervention that did not target depressive symptoms, we sought to determine if depressive symptoms were reduced by the intervention (i.e., depressive symptoms an outcome) or, alternatively, if intervention effects on hemoglobin A1c were lesser among persons with clinically elevated depressive symptoms (i.e., depressive symptoms an effect modifier). METHODS We evaluated a text messaging intervention, REACH, in a diverse (half non-white, half underinsured) sample of N = 506 adults with T2D. Participants completed the Patient Health Questionnaire-8 (PHQ) and A1c tests at baseline and 6 months. We conducted a factor analysis to identify somatic- and cognitive-affective symptoms on the PHQ. We tested our hypotheses with regression models, using interaction terms and subgroup analyses. RESULTS REACH improved depressive symptoms among participants with lower baseline A1c (<8.5%; β = -0.133, p = .007; cognitive β = -0.107, p = .038; somatic β = -0.131, p = .014) but not among participants with higher baseline A1c (≥8.5%; β = 0.040, p = .468). Baseline depressive symptoms did not modify the effect on A1c. CONCLUSIONS We found support for the hypothesis that depressive symptoms - both somatic- and cognitive-affective - may be an outcome, rather than an effect modifier, of effective diabetes self-management support interventions.
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Affiliation(s)
- Lindsay S Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America; Vanderbilt Center for Diabetes Translation Research, Nashville, TN, United States of America.
| | - Lyndsay A Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America; Vanderbilt Center for Diabetes Translation Research, Nashville, TN, United States of America
| | - Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States of America; Departments of Medicine (Endocrinology) and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, United States of America; New York Regional Center for Diabetes Translation Research, Bronx, NY, United States of America
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Strikwerda M, Beulens JW, Remmelzwaal S, Schoonmade LJ, van Straten A, Schram MT, Elders PJ, Rutters F. The Association of Burnout and Vital Exhaustion With Type 2 Diabetes: A Systematic Review and Meta-Analysis. Psychosom Med 2021; 83:1013-1030. [PMID: 34334726 DOI: 10.1097/psy.0000000000000995] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE This study aimed to investigate the association of burnout and vital exhaustion with measures of glycemic control and type 2 diabetes (T2D) in a systematic review and meta-analysis. METHODS PubMed, Embase, and PsycINFO were searched from inception to April 2, 2020. Data extraction and quality assessment were performed using the Effective Public Health Practice Project tool. When possible, results were meta-analyzed using random-effects models and rated using the Grading of Recommendations, Assessment, Development and Evaluation. RESULTS A total of 5317 titles/abstracts were screened, 140 articles were read full text, of which 29 studies were included. Eighteen studies were cross-sectional, three prospective and eight were case-control studies. Burnout and vital exhaustion were significantly associated with T2D, with a pooled odds ratio of 1.8 (95% confidence interval [CI] = 1.4 to 2.4, I2 = 79%; 9 studies). Glycated hemoglobin A1c levels were not significantly higher in people with burnout and vital exhaustion, compared to those without, with a pooled standardized mean difference of 0.35 (95% CI = -0.62 to 1.33, I2 = 98%; 7 studies). In addition, no differences in glucose levels were observed (standardized mean difference = 0.02, 95% CI = -0.26 to 0.30, I2 = 90%; 9 studies). Sensitivity analyses showed no decrease in heterogeneity when excluding studies with low quality (I2glucose = 89%) or studies with a study n < 40 population (I2T2D = 77%). The level of Grading of Recommendations, Assessment, Development and Evaluation evidence was moderate to low quality because of 18 studies having a cross-sectional design. CONCLUSIONS Burnout and vital exhaustion might be associated with a higher risk of T2D, but not with glycemic control. Methodological shortcomings and high heterogeneity of the studies included complicate the interpretation of our results.
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Affiliation(s)
- Marije Strikwerda
- From the Amsterdam UMC, location VUmc, Department of Epidemiology and Data Science (Strikwerda, Beulens, Remmelzwaal, Rutters), Amsterdam Public Health Research Institute (Strikweda, Beulens, Remmelzwaal, Elders); Julius Centre for Health Sciences and Primary Care (Beulens), University Medical Centre Utrecht, Utrecht; the University Library (Schoonmade), VU, Amsterdam; Faculty of Behavioural and Movement Sciences and Amsterdam Public Health Research Institute (van Straten), Vrije Universiteit, HV Amsterdam; Department of Internal Medicine, Cardiovascular Research Institute Maastricht (CARIM), MHeNS School for Mental Health and Neuroscience (Schram), Maastricht University Medical Center+, Maastricht; and Amsterdam UMC, location VUmc, Department of General Practice (Elders), Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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Cui Y, Zhu C, Lian Z, Han X, Xiang Q, Liu Z, Zhou Y. Prospective association between depressive symptoms and stroke risk among middle-aged and older Chinese. BMC Psychiatry 2021; 21:532. [PMID: 34706692 PMCID: PMC8555147 DOI: 10.1186/s12888-021-03492-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 09/23/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND This study aimed to assess the association between baseline symptoms and changes in depressive symptoms and stroke incidents. METHODS We used data from the Chinese Health and Retirement Longitudinal Study conducted in 2013, 2015, and 2018. In total, 10,100 individuals aged ≥45 years and without a history of stroke in 2013 were included. Depressive symptoms were measured using the 10-item version of the Center for Epidemiological Studied Depression scale (elevated depressive symptoms cutoff ≥10). Changes of depressive symptoms were assessed by two successive surveys (stable low/no, recent onset, recently remitted, and stable high depressive symptoms). We assessed whether baseline depressive symptoms and changes of them were associated with stroke incidents reported through 2018. Logistic regression analyses adjusted for age, gender, education, marital status and other potential confounders were performed. RESULTS For the analysis of baseline depressive symptoms and stroke (n = 10,100), 545 (5.4%) reported stroke incidents in the following 5-year period. Individuals with elevated depressive symptoms in 2013 experienced a markedly higher stroke risk (odds ratio (OR) = 1.53, 95% confidence interval (CI) = 1.28-1.84) compared with those without elevated depressive symptoms. In the analysis of changes in depressive symptoms (n = 8491, 430 (5.1%) stroke events), participants with stable high (OR = 2.01, 95% CI = 1.58-2.56) and recent-onset (OR = 1.39, 95% CI = 1.04-1.85) depressive symptoms presented higher stroke risk compared to those with stable low/no depressive symptoms, while recently remitted symptoms (OR = 1.12, 95% CI = 0.80-1.57) were not associated with stroke risk. CONCLUSIONS In conclusion, stable high and newly started depressive symptoms were associated with increased stroke risk, whereas the improvement of depressive symptoms was not related to increase in stroke risk, suggesting that stroke risk may be decreased by effective management of depressive symptoms.
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Affiliation(s)
- Yimin Cui
- Department of Pharmacy, Peking University First Hospital, No. 6, Dahongluochang Street, Xicheng District, Beijing, 100034, China.
- School of Pharmaceutical Sciences, Peking University, Beijing, China.
| | - Chunsu Zhu
- Department of Pharmacy, Peking University First Hospital, No. 6, Dahongluochang Street, Xicheng District, Beijing, 100034, China
- School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Zhiwei Lian
- Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China
| | - Xueyan Han
- Department of Medical Statistics, Peking University First Hospital, Beijing, China
| | - Qian Xiang
- Department of Pharmacy, Peking University First Hospital, No. 6, Dahongluochang Street, Xicheng District, Beijing, 100034, China
| | - Zhenming Liu
- School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Ying Zhou
- Department of Pharmacy, Peking University First Hospital, No. 6, Dahongluochang Street, Xicheng District, Beijing, 100034, China
- School of Pharmaceutical Sciences, Peking University, Beijing, China
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Kokkinopoulou I, Diakoumi A, Moutsatsou P. Glucocorticoid Receptor Signaling in Diabetes. Int J Mol Sci 2021; 22:ijms222011173. [PMID: 34681832 PMCID: PMC8537243 DOI: 10.3390/ijms222011173] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/04/2021] [Accepted: 10/12/2021] [Indexed: 12/20/2022] Open
Abstract
Stress and depression increase the risk of Type 2 Diabetes (T2D) development. Evidence demonstrates that the Glucocorticoid (GC) negative feedback is impaired (GC resistance) in T2D patients resulting in Hypothalamic-Pituitary-Adrenal (HPA) axis hyperactivity and hypercortisolism. High GCs, in turn, activate multiple aspects of glucose homeostasis in peripheral tissues leading to hyperglycemia. Elucidation of the underlying molecular mechanisms revealed that Glucocorticoid Receptor (GR) mediates the GC-induced dysregulation of glucose production, uptake and insulin signaling in GC-sensitive peripheral tissues, such as liver, skeletal muscle, adipose tissue, and pancreas. In contrast to increased GR peripheral sensitivity, an impaired GR signaling in Peripheral Blood Mononuclear Cells (PBMCs) of T2D patients, associated with hyperglycemia, hyperlipidemia, and increased inflammation, has been shown. Given that GR changes in immune cells parallel those in brain, the above data implicate that a reduced brain GR function may be the biological link among stress, HPA hyperactivity, hypercortisolism and hyperglycemia. GR polymorphisms have also been associated with metabolic disturbances in T2D while dysregulation of micro-RNAs—known to target GR mRNA—has been described. Collectively, GR has a crucial role in T2D, acting in a cell-type and context-specific manner, leading to either GC sensitivity or GC resistance. Selective modulation of GR signaling in T2D therapy warrants further investigation.
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Effect of a Behavioural Intervention for Adoption and Maintenance of a Physically Active Lifestyle on Psychological Well-Being and Quality of Life in Patients with Type 2 Diabetes: The IDES_2 Randomized Clinical Trial. Sports Med 2021; 52:643-654. [PMID: 34599476 PMCID: PMC8891112 DOI: 10.1007/s40279-021-01556-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/28/2021] [Indexed: 11/06/2022]
Abstract
Background Psychological well-being and quality of life (QoL) are important outcomes of lifestyle interventions, as a positive impact may favour long-term maintenance of behaviour change. Objective This study investigated the effect of a behavioural intervention for adopting and maintaining an active lifestyle on psychological well-being and health-related QoL in individuals with type 2 diabetes. Methods Three hundred physically inactive and sedentary patients were randomized 1:1 to receive 1 month’s theoretical and practical counselling once a year (intervention group, INT) or standard care (control group, CON) for 3 years. Psychological well-being and QoL, assessed using the World Health Organization (WHO)-5 and the 36-Item Short Form (SF-36) questionnaire, respectively, were pre-specified secondary endpoints. The primary endpoint was sustained behaviour change, as assessed by accelerometer-based measurement of physical activity (PA) and sedentary time. Results WHO-5 and SF-36 physical and mental component summary (PCS and MCS) scores increased progressively in the INT group and decreased in the CON group, resulting in significant between-group differences (WHO-5: mean difference 7.35 (95% confidence interval (CI) 3.15–11.55), P = 0.0007; PCS 4.20 (95% CI 2.25–6.15), P < 0.0001; MCS 3.04 (95% CI 1.09–4.99), P = 0.0025). Percentage of participants with likely depression decreased in the INT group and increased in the CON group. PA volume changes were independently associated with WHO-5 changes, which were significantly higher in participants who accumulated > 150 min·wk−1 of moderate-to-vigorous intensity PA versus those who did not (13.06 (95% CI 7.51–18.61), P < 0.0001), whereas no relationship was detected for QoL. Conclusion A counselling intervention that was effective in promoting a sustained change in PA and sedentary behaviour significantly improved psychological well-being and QoL. Trial Registration ClinicalTrials.gov; NCT01600937; 10 October 2012. Supplementary Information The online version contains supplementary material available at 10.1007/s40279-021-01556-0.
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Watson KT, Simard JF, Henderson VW, Nutkiewicz L, Lamers F, Nasca C, Rasgon N, Penninx BWJH. Incident Major Depressive Disorder Predicted by Three Measures of Insulin Resistance: A Dutch Cohort Study. Am J Psychiatry 2021; 178:914-920. [PMID: 34551583 DOI: 10.1176/appi.ajp.2021.20101479] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Major depressive disorder is the leading cause of disability worldwide. Yet, there remain significant challenges in predicting new cases of major depression and devising strategies to prevent the disorder. An important first step in this process is identifying risk factors for the incidence of major depression. There is accumulating biological evidence linking insulin resistance, another highly prevalent condition, and depressive disorders. The objectives of this study were to examine whether three surrogate measures of insulin resistance (high triglyceride-HDL [high-density lipoprotein] ratio; prediabetes, as indicated by fasting plasma glucose level; and high central adiposity, as measured by waist circumference) at the time of study enrollment were associated with an increased rate of incident major depressive disorder over a 9-year follow-up period and to assess whether the new onset of these surrogate measures during the first 2 years after study enrollment was predictive of incident major depressive disorder during the subsequent follow-up period. METHODS The Netherlands Study of Depression and Anxiety (NESDA) is a multisite longitudinal study of the course and consequences of depressive and anxiety disorders in adults. The study population comprised 601 NESDA participants (18-65 years old) without a lifetime history of depression or anxiety disorders. The study's outcome was incident major depressive disorder, defined using DSM-IV criteria. Exposure measures included triglyceride-HDL ratio, fasting plasma glucose level, and waist circumference. RESULTS Fourteen percent of the sample developed major depressive disorder during follow-up. Cox proportional hazards models indicated that higher triglyceride-HDL ratio was positively associated with an increased risk for incident major depression (hazard ratio=1.89, 95% CI=1.15, 3.11), as were higher fasting plasma glucose levels (hazard ratio=1.37, 95% CI=1.05, 1.77) and higher waist circumference (hazard ratio=1.11 95% CI=1.01, 1.21). The development of prediabetes in the 2-year period after study enrollment was positively associated with incident major depressive disorder (hazard ratio=2.66, 95% CI=1.13, 6.27). The development of high triglyceride-HDL ratio and high central adiposity (cut-point ≥100 cm) in the same period was not associated with incident major depression. CONCLUSIONS Three surrogate measures of insulin resistance positively predicted incident major depressive disorder in a 9-year follow-up period among adults with no history of depression or anxiety disorder. In addition, the development of prediabetes between enrollment and the 2-year study visit was positively associated with incident major depressive disorder. These findings may have utility for evaluating the risk for the development of major depression among patients with insulin resistance or metabolic pathology.
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Affiliation(s)
- Kathleen T Watson
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Julia F Simard
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Victor W Henderson
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Lexi Nutkiewicz
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Femke Lamers
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Carla Nasca
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Natalie Rasgon
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
| | - Brenda W J H Penninx
- Department of Epidemiology and Population Health (Watson, Simard, Henderson), Department of Psychiatry and Behavioral Sciences (Watson, Nutkiewicz, Rasgon), and Department of Neurology and Neurological Sciences (Henderson), Stanford School of Medicine, Stanford, Calif.; Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam (Lamers, Penninx); and Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, Rockefeller University, New York (Nasca)
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Ricci A, Idzikowski MA, Soares CN, Brietzke E. Exploring the mechanisms of action of the antidepressant effect of the ketogenic diet. Rev Neurosci 2021; 31:637-648. [PMID: 32406387 DOI: 10.1515/revneuro-2019-0073] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 10/11/2019] [Indexed: 12/19/2022]
Abstract
The ketogenic diet (KD) is characterized by a diet ratio of 4:1 fat to non-fat energy sources. For decades KD has been successfully used to control seizures in epilepsy patients. Investigations into its mechanism of action suggest that it may have an effect on the metabolic, nervous, immune, and digestive systems. In this review, we postulate that KD may also improve depressive symptoms - for that, we highlight the similarities between depression and epilepsy, describe the extent to which body systems involved in both conditions are affected by the KD, and ultimately hypothesize how KD could improve MDD outcomes. Research into animal models and human patients have reported that KD can increase mitochondrial biogenesis and increase cellular resistance to oxidative stress both at the mitochondrial and genetic levels. Its effect on neurotransmitters alters cell-to-cell communication in the brain and may decrease hyperexcitability by increasing Gamma Aminobutyric Acid (GABA) and decreasing excitatory neurotransmitter levels. Its anti-inflammatory effects are mediated by decreasing chemo- and cytokine levels, including TNF-alpha and IL-1 levels. Finally, KD can alter gut microbiota (GM). Certain strains of microbiota predominate in major depressive disorder (MDD) when compared to healthy individuals. Recent evidence points to Bacteroidetes as a potential treatment predictor as it seems to increase in KD treatment responders for epilepsy. Each of these observations contributes to the presumed modulatory effects of KD on mood and supports its potential role as antidepressant.
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Affiliation(s)
- Alessandro Ricci
- Department of Psychiatry, Queen's University School of Medicine, 752 King Street West, K7L7X3, Kingston, ON, Canada
| | - Maia A Idzikowski
- Department of Psychiatry, Queen's University School of Medicine, 752 King Street West, K7L7X3, Kingston, ON, Canada
| | - Claudio N Soares
- Department of Psychiatry, Queen's University School of Medicine, 752 King Street West, K7L7X3, Kingston, ON, Canada.,Providence Care Hospital, Kingston, ON, Canada.,Kingston General Hospital, Kingston, ON, Canada.,Centre for Neuroscience Studies (CNS), Queen's University, Kingston, ON, Canada
| | - Elisa Brietzke
- Department of Psychiatry, Queen's University School of Medicine, 752 King Street West, K7L7X3, Kingston, ON, Canada.,Kingston General Hospital, Kingston, ON, Canada.,Centre for Neuroscience Studies (CNS), Queen's University, Kingston, ON, Canada
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236
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Li CC, Chang CC, Cherng YG, Lin CS, Yeh CC, Chang YC, Hu CJ, Shih CC, Chen TL, Liao CC. Risk and outcomes of diabetes in patients with epilepsy. Sci Rep 2021; 11:18888. [PMID: 34556733 PMCID: PMC8460720 DOI: 10.1038/s41598-021-98340-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 09/06/2021] [Indexed: 01/15/2023] Open
Abstract
The risk and outcomes of diabetes in patients with epilepsy remains unclear. We evaluated these risks using an epilepsy cohort analysis and a diabetes admission analysis. In the epilepsy cohort analysis, we identified 2854 patients with newly diagnosed epilepsy in 2000-2008 from the research data of National Health Insurance in Taiwan. Using Propensity-score matching by sociodemographic factors and medical conditions, we selected 22,832 people without epilepsy as a non-exposed cohort for comparison. Follow-up events of diabetes from January 1, 2000 until December 31, 2013 were ascertained from medical claims. The adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) of diabetes associated with epilepsy were calculated using multiple Cox proportional hazard models. In the diabetes admission analysis, we identified 92,438 hospitalized diabetes patients, 930 of whom had a history of epilepsy. Adjusted odds ratios (ORs) and 95% CIs of adverse events after diabetes associated with previous epilepsy were calculated using multiple logistic regressions. The adjusted HR of diabetes in the cohort with epilepsy was 1.31 (95% CI 1.14-1.50) compared to the non-epilepsy cohort. Previous epilepsy was associated with post-diabetes adverse events, such as pneumonia (OR 1.68, 95% CI 1.37-2.07), urinary tract infection (OR 1.83, 95% CI 1.55-2.16), and septicemia (OR 1.34, 95% CI 1.09-1.65). In conclusion, epilepsy was associated with higher risk of diabetes and adverse post-diabetes outcomes. Diabetes prevention and attention to post-diabetes adverse events are needed for this susceptible population.
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Affiliation(s)
- Chun-Cheng Li
- Department of Anesthesiology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chuen-Chau Chang
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei Medical University Hospital, 252 Wuxing St., Taipei, 110, Taiwan
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan
| | - Yih-Giun Cherng
- Department of Anesthesiology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chao-Shun Lin
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei Medical University Hospital, 252 Wuxing St., Taipei, 110, Taiwan
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan
| | - Chun-Chieh Yeh
- Department of Surgery, China Medical University Hospital, Taichung, Taiwan
- Department of Surgery, University of Illinois, Chicago, USA
| | - Yi-Cheng Chang
- Division of Endocrinology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Medical Genomics, National Taiwan University, Taipei, Taiwan
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Chaur-Jong Hu
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Chun-Chuan Shih
- School of Chinese Medicine for Post-Baccalaureate, I-Shou University, Kaohsiung City, Taiwan
| | - Ta-Liang Chen
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Anesthesiology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Chien-Chang Liao
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei Medical University Hospital, 252 Wuxing St., Taipei, 110, Taiwan.
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan.
- Research Center of Big Data and Meta-Analysis, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
- School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.
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237
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Qiu W, Cai X, Zheng C, Qiu S, Ke H, Huang Y. Update on the Relationship Between Depression and Neuroendocrine Metabolism. Front Neurosci 2021; 15:728810. [PMID: 34531719 PMCID: PMC8438205 DOI: 10.3389/fnins.2021.728810] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 08/11/2021] [Indexed: 12/27/2022] Open
Abstract
Through the past decade of research, the correlation between depression and metabolic diseases has been noticed. More and more studies have confirmed that depression is comorbid with a variety of metabolic diseases, such as obesity, diabetes, metabolic syndrome and so on. Studies showed that the underlying mechanisms of both depression and metabolic diseases include chronic inflammatory state, which is significantly related to the severity. In addition, they also involve endocrine, immune systems. At present, the effects of clinical treatments of depression is limited. Therefore, exploring the co-disease mechanism of depression and metabolic diseases is helpful to find a new clinical therapeutic intervention strategy. Herein, focusing on the relationship between depression and metabolic diseases, this manuscript aims to provide an overview of the comorbidity of depression and metabolic.
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Affiliation(s)
- Wenxin Qiu
- Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaodan Cai
- Fujian Medical University, Fuzhou, Fujian, China
| | | | - Shumin Qiu
- Fujian Medical University, Fuzhou, Fujian, China
| | - Hanyang Ke
- Fujian Medical University, Fuzhou, Fujian, China
| | - Yinqiong Huang
- Department of Endocrinology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
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Kamvura TT, Turner J, Chiriseri E, Dambi J, Verhey R, Chibanda D. Using a theory of change to develop an integrated intervention for depression, diabetes and hypertension in Zimbabwe: lessons from the Friendship Bench project. BMC Health Serv Res 2021; 21:928. [PMID: 34488732 PMCID: PMC8421086 DOI: 10.1186/s12913-021-06957-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Accepted: 08/26/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Non-communicable diseases (NCDs) are projected to become the leading cause of disability and mortality in sub-Saharan Africa by 2030; a vast treatment gap exists. There is a dearth of knowledge on developing evidence-based interventions that address comorbid NCDs using a task-shifting approach. The Friendship Bench, a brief psychological intervention for common mental disorders delivered by trained community grandmothers, is a promising intervention for comorbid NCDs. Although task-shifting appears to be a rational approach, evidence suggests that it may bring about tension between existing professionals from whom tasks are shifted. A Theory of Change approach is an effective way of managing the unintended tension by bringing together different stakeholders involved to build consensus on how to task shift appropriately to the parties involved. We aimed to use a theory of change approach to formulating a road map on how to successfully integrate diabetes and hypertension care into the existing Friendship Bench in order to come up with an integrated care package for depression, hypertension and diabetes aimed at strengthening NCD care in primary health care systems in Zimbabwe. METHOD A theory of change workshop with 18 stakeholders from diverse backgrounds was carried out in February 2020. Participants included grandmothers working on the Friendship Bench project (n = 4), policymakers from the ministry of health (n = 2), people with lived experience for the three NCDs (n = 4), health care workers (n = 2), and traditional healers (n = 2). Findings from earlier work (situational analysis, desk review, FGDs and clinic-based surveys) on the three NCDs were shared before starting the ToC. A facilitator with previous experience running ToCs led the workshop and facilitated the co-production of the ToC map. Through an iterative process, consensus between the 18 stakeholders was reached, and a causal pathway leading to developing a framework for an intervention was formulated. RESULTS The ToC singled out the need to use expert clients (people with lived experience) to promote a patient-centred care approach that would leverage the existing Friendship Bench approach. In the face of COVID-19, the stakeholders further endorsed the use of existing digital platforms, notably WhatsApp, as an alternative way to reach out to clients and provide support. Leveraging existing community support groups as an entry point for people in need of NCD care was highlighted as a win-win by all stakeholders. A final framework for an NCD care package supported by Friendship Bench was presented to policymakers and accepted to be piloted in five geographical areas. CONCLUSIONS The ToC can be used to build consensus on how best to use using an existing intervention for common mental disorders to integrate care for diabetes and hypertension. There is a need to evaluate this new intervention through an adequately powered study.
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Affiliation(s)
- Tiny Tinashe Kamvura
- Research Support Centre, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe.
| | - Jean Turner
- Research Support Centre, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Ephraim Chiriseri
- Research Support Centre, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Jermaine Dambi
- Rehabilitation Sciences Unit, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Ruth Verhey
- Research Support Centre, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Dixon Chibanda
- Research Support Centre, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
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Kim JH. Increased Risk of Cardiovascular Disease and Mortality in Patients with Diabetes and Coexisting Depression: A Nationwide Population-Based Cohort Study (Diabetes Metab J 2021;45:379-89). Diabetes Metab J 2021; 45:789-790. [PMID: 34610722 PMCID: PMC8497928 DOI: 10.4093/dmj.2021.0212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Jin Hwa Kim
- Department of Endocrinology and Metabolism, Chosun University Hospital, Gwangju, Korea
- Corresponding author: Jin Hwa Kim https://orcid.org/0000-0003-2703-7033 Department of Endocrinology and Metabolism, Chosun University Hospital, 365 Pilmundaero, Dong-gu, Gwangju 61453, Korea E-mail:
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Šojat AS, Dunjić-Kostić B, Marina LV, Ivović M, Radonjić NV, Kendereški A, Ćirković A, Tančić-Gajić M, Arizanović Z, Mihajlović S, Vujović S. Depression: another cortisol-related comorbidity in patients with adrenal incidentalomas and (possible) autonomous cortisol secretion. J Endocrinol Invest 2021; 44:1935-1945. [PMID: 33528757 DOI: 10.1007/s40618-021-01509-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 01/12/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE Hypercortisolism is associated with a high prevalence of depression and impaired health-related quality of life (QoL). According to the available literature, studies examining the depression risk in patients with adrenal incidentalomas (AI), nonfunctioning and the ones with (possible) autonomous cortisol secretion ((P)ACS) are scarce. The aim of this observational, case-control study was to screen patients with nonfunctioning adrenal incidentalomas (NAI) and the ones with (P)ACS for depression and to assess their QoL. METHODS The total studied group consisted of 92 subjects-26 with NAI, 34 with (P)ACS and 32 age-matched healthy controls (HC). To screen for depression, we used the Beck Depression Inventory-II (BDI-II) and to assess the QoL, we used the Short-Form 36 Health Survey (SF-36). RESULTS Patients with (P)ACS had significantly higher BDI-II scores and substantially lower QoL than patients with NAI or HC. Midnight cortisol level was the most significant predictor of BDI-II and SF-36 score. The receiver operating characteristic curve analysis demonstrated that a midnight cortisol value of 86.95 nmol/l had a high sensitivity (82.8%) and high specificity (80%) for detection of mild depression in patients with (P)ACS. CONCLUSION Screening for depression and QoL assessment should become an integral part of clinical evaluation in patients with (P)ACS.
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Affiliation(s)
- A S Šojat
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
| | - B Dunjić-Kostić
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
- Clinic for Psychiatry, Clinical Center of Serbia, Pasterova 2, 11000, Belgrade, Serbia
| | - L V Marina
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia.
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia.
| | - M Ivović
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
| | - N V Radonjić
- Department of Psychiatry, SUNY Upstate Medical University, 750 East Adams Street, Syracuse, NY, 13210, USA
| | - A Kendereški
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
| | - A Ćirković
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
- Institute of Medical Statistics and Informatics, Dr Subotica 15, 11000, Belgrade, Serbia
| | - M Tančić-Gajić
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
| | - Z Arizanović
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
| | - S Mihajlović
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
- University Hospital Centre Dr Dragisa Misovic, Heroja Milana Tepica 1, 11000, Belgrade, Serbia
| | - S Vujović
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000, Belgrade, Serbia
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241
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Yamamoto T, Sakurai K, Watanabe M, Sakuma I, Kanahara N, Shiina A, Hasegawa T, Watanabe H, Iyo M, Ishibashi R. Cyclothymic Temperament is Associated with Poor Medication Adherence and Disordered Eating in Type 2 Diabetes Patients: A Case-Control Study. Diabetes Ther 2021; 12:2611-2624. [PMID: 34331669 PMCID: PMC8384994 DOI: 10.1007/s13300-021-01121-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 07/16/2021] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Poor medication adherence and disordered eating are major self-care problems in patients with type 2 diabetes that worsen glycemic control and increase the risk of developing severe diabetes complications. Affective temperament, which remains mostly unchanged throughout life, is speculated to predict poor treatment response and high comorbidity. The aim of this study was to explore the link between affective temperament and poor glycemic control due to insufficient self-care. METHODS This single-center case-control study involved 77 outpatients divided into the 'poor glycemic control' group (n = 52) and the 'better glycemic control' group (n = 25) based on their mean glycated hemoglobin (HbA1c) levels over the past 12 months. All participants underwent one-on-one interviews during which they completed the following psychometric questionnaires: (1) the Mini-International Neuropsychiatric Interview 5.0.0; (2) the Temperament Evaluation of Memphis, Pisa, and San Diego Auto-questionnaire; (3) a researcher-designed single question for assessing subclinical stress-induced overeating; and (4) the Morisky Medication Adherence Scale. The difference between two continuous independent variables was determined using Student's t test. Discrete variables were compared using the Chi-square (χ2) or Fisher's exact test. Multiple testing corrections were performed using the false discovery rate. RESULTS Those outpatients in the poor glycemic control group exhibited significantly more stress-induced overeating (χ2 = 1.14, q statistic = 0.040) and poor medication adherence (t = 3.70, q = 0.034) than those in the better glycemic control group. However, there were no significant differences between the two groups in terms of affective temperaments, clinical eating disorders, or diabetes-specific distress. Patients with stress-induced overeating (t = - 2.99, p = 0.004) and poor medication adherence (t = - 4.34, p = 0.000) exhibited significantly higher scores for cyclothymic temperament than their counterparts. CONCLUSION Cyclothymic temperament is significantly associated with disordered eating and/or poor medication adherence in patients with type 2 diabetes and is possibly linked to poor glycemic control.
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Affiliation(s)
- Tetsuya Yamamoto
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Kimitsu Chuo Hospital, Sakurai 1010, Kisarazu, Chiba, 292-0822, Japan
- Center for Forensic Mental Health, Chiba University, Chiba, Japan
| | - Kenichi Sakurai
- Department of Nutrition and Metabolic Medicine, Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Masahiro Watanabe
- Department of Sustainable Health Science, Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Ikki Sakuma
- Department of Endocrinology, Hematology and Gerontology, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Nobuhisa Kanahara
- Center for Forensic Mental Health, Chiba University, Chiba, Japan
- Department of Psychiatry, Graduate School of Medicine and School of Medicine, Chiba University, Chiba, Japan
| | - Akihiro Shiina
- Center for Forensic Mental Health, Chiba University, Chiba, Japan
- Department of Psychiatry, Graduate School of Medicine and School of Medicine, Chiba University, Chiba, Japan
| | - Tadashi Hasegawa
- Department of Psychiatry, Graduate School of Medicine and School of Medicine, Chiba University, Chiba, Japan
| | | | - Masaomi Iyo
- Department of Psychiatry, Graduate School of Medicine and School of Medicine, Chiba University, Chiba, Japan
| | - Ryoichi Ishibashi
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Kimitsu Chuo Hospital, Sakurai 1010, Kisarazu, Chiba, 292-0822, Japan.
- Department of Endocrinology, Hematology and Gerontology, Chiba University Graduate School of Medicine, Chiba, Japan.
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242
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Gilak-Dalasm M, Peeri M, Azarbayjani MA. Swimming exercise decreases depression-like behaviour and inflammatory cytokines in a mouse model of type 2 diabetes. Exp Physiol 2021; 106:1981-1991. [PMID: 34347905 DOI: 10.1113/ep089501] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 07/30/2021] [Indexed: 12/14/2022]
Abstract
NEW FINDINGS What is the central question of this study? Can swimming exercise decrease depression-like behaviour and inflammation in type 2 diabetic mice? What is the main finding and its importance? Swimming exercise decreased depression-like behaviour by reducing inflammation in type 2 diabetic mice. Swimming exercise might be useful for the treatment of depression-related disorders in patients with type 2 diabetes. ABSTRACT Clinical and experimental studies have shown that type 2 diabetes is associated with depression-related disorders. Inflammation has been identified as a common mechanism in both type 2 diabetes and depression. Several studies have suggested that swimming exercise might be able to reduce depression-related symptoms. The present study aimed to explore whether swimming exercise can decrease depression-like behaviour in type 2 diabetic mice. To induce type 2 diabetes, male C57BL6 mice were treated with a high-fat diet and streptozocin. Type 2 diabetic animals were subjected to swimming exercise for 4 weeks. Then, depression-like behaviours were evaluated by sucrose preference, novelty-suppressed feeding, social interaction and tail suspension tests. We also measured levels of glucose, insulin and pro-inflammatory cytokines such as interleukin-1β and tumour necrosis factor-α in the serum of animals. The results indicated that type 2 diabetes significantly increased anhedonia- and depression-like behaviours in mice. We also found significant increases in glucose, insulin and inflammatory cytokines in diabetic mice. Moreover, swimming exercise reduced anhedonia- and depression-like behaviour in type 2 diabetic mice. Swimming exercise also decreased glucose and inflammatory cytokines in the serum of mice with type 2 diabetes. Collectively, this study demonstrates that swimming exercise decreased depression-like behaviour by reducing inflammation in type 2 diabetic mice. Further clinical studies are needed to validate these findings in patients with type 2 diabetes.
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Affiliation(s)
- Mohadeseh Gilak-Dalasm
- Department of Exercise Physiology, Central Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Maghsoud Peeri
- Department of Exercise Physiology, Central Tehran Branch, Islamic Azad University, Tehran, Iran
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Portugal-Nunes C, Reis J, Coelho A, Moreira PS, Castanho TC, Magalhães R, Marques P, Soares JM, Amorim L, Cunha PG, Santos NC, Costa P, Palha JA, Sousa N, Bessa JM. The Association of Metabolic Dysfunction and Mood Across Lifespan Interacts With the Default Mode Network Functional Connectivity. Front Aging Neurosci 2021; 13:618623. [PMID: 34408637 PMCID: PMC8364979 DOI: 10.3389/fnagi.2021.618623] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 06/21/2021] [Indexed: 11/24/2022] Open
Abstract
Background: Numerous studies suggest a relationship between depression and metabolic syndrome, which is likely influenced by age. Interestingly, functional imaging analysis has shown an association between functional connectivity in the default mode network (DMN-FC) and components of metabolic syndrome, which is explored in this study. Methods: From a larger longitudinal cohort study on healthy aging, 943 individuals were extensively characterized for mood and cognition. Among these, 120 individuals who were selected for displaying extreme cognitive performance within the normal range (good and poor performers) were further studied. Here, in a cross-sectional design, using confirmatory factor analysis (CFA), the association between metabolic dysfunction and depressive mood as a function of age and its relationship with DMN-FC was studied. Results: Metabolic dysfunction was modeled as a second-order latent variable using CFA. First-order latent variables were obesity, glucose dysmetabolism, lipids imbalance, and blood pressure. Using multiple linear regression models, this study observed that metabolic dysfunction, glucose dysmetabolism, and lipids imbalance were linearly associated with depressive mood, and the association with obesity was U-shaped. The association of metabolic dysfunction, obesity, and glucose dysmetabolism with depressive mood is positive for the younger individuals in our sample and vanishes with aging. The FC of the right superior temporal gyrus with the DMN correlated with both obesity and depressive mood. In participants with higher obesity scores, FC increased with higher GDS scores, while in those with lower GDS scores, FC decreased. Age and blood pressure were associated with a more complex pattern of association between FC of the right supramarginal gyrus and GDS score. Conclusion: The association of metabolic dysfunction with depressive mood is influenced by age and relates with differential patterns of DMN-FC. The combination of the effects of age, mood, and metabolic dysfunction is likely to explain the heterogeneity of DMN-FC, which deserves further investigation with larger and longitudinal studies.
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Affiliation(s)
- Carlos Portugal-Nunes
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Joana Reis
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Ana Coelho
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Pedro Silva Moreira
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal.,Psychological Neuroscience Lab, CIPsi, School of Psychology, University of Minho, Braga, Portugal
| | - Teresa Costa Castanho
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Ricardo Magalhães
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Paulo Marques
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - José Miguel Soares
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Liliana Amorim
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Pedro Guimarães Cunha
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Centro Hospitalar do Alto Ave-EPE, Guimarães, Portugal
| | - Nadine Correia Santos
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Patrício Costa
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Joana Almeida Palha
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - Nuno Sousa
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
| | - João Miguel Bessa
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal.,ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal.,Clinical Academic Center-Braga, Braga, Portugal
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Lin Z, Lawrence WR, Huang Y, Lin Q, Gao Y. Classifying depression using blood biomarkers: A large population study. J Psychiatr Res 2021; 140:364-372. [PMID: 34144440 DOI: 10.1016/j.jpsychires.2021.05.070] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/06/2021] [Accepted: 05/29/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Depression is a common mood disorder characterized by persistent low mood or lack of interest in activities. People with other chronic medical conditions such as obesity and diabetes are at greater risk of depression. Diagnosing depression can be a challenge for primary care providers and others who lack specialized training for these disorders and have insufficient time for in-depth clinical evaluation. We aimed to create a more objective low-cost diagnostic tool based on patients' characteristics and blood biomarkers. METHODS Blood biomarker results were obtained from the National Health and Nutrition Examination Survey (NHANES, 2007-2016). A prediction model utilizing random forest (RF) in NHANES (2007-2014) to identify depression was derived and validated internally using out-of-bag technique. Afterwards, the model was validated externally using a validation dataset (NHANES, 2015-2016). We performed four subgroup comparisons (full dataset, overweight and obesity dataset (BMI≥25), diabetes dataset, and metabolic syndrome dataset) then selected features using backward feature selection from RF. RESULTS Family income, Gamma-glutamyl transferase (GGT), glucose, Triglyceride, red cell distribution width (RDW), creatinine, Basophils count or percent, Eosinophils count or percent, and Bilirubin were the most important features from four models. In the training set, AUC from full, overweight and obesity, diabetes, and metabolic syndrome datasets were 0.83, 0.80, 0.82, and 0.82, respectively. In the validation set, AUC were 0.69, 0.63, 0.66, and 0.64, respectively. CONCLUSION Results of routine blood laboratory tests had good predictive value for distinguishing depression cases from control groups not only in the general population, but also individuals with metabolism-related chronic diseases.
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Affiliation(s)
- Ziqiang Lin
- Department of Preventive Medicine, School of Basic Medicine and Public Health, Jinan University, Guangzhou, 510632, China; Department of Psychiatry, New York University School of Medicine, One Park Ave, New York, NY, 10016, USA; Department of Mathematics and Statistics, College of Arts and Sciences, University at Albany, State University of New York, 1400 Washington Ave, Albany, NY, 12222, USA
| | - Wayne R Lawrence
- Department of Epidemiology and Biostatistics, School of Public Health, University at Albany, State University of New York, 1 University Place, Rensselaer, NY, 12144, USA
| | - Yanhong Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, China
| | - Qiaoxuan Lin
- Department of Statistics, Guangzhou Health Technology Identification & Human Resources Assessment Center, Guangzhou, Guangdong, 510000, China
| | - Yanhui Gao
- Department of Preventive Medicine, School of Basic Medicine and Public Health, Jinan University, Guangzhou, 510632, China; Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, China.
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245
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The Look AHEAD Research Group, Wadden TA, Chao AM, Anderson H, Annis K, Atkinson K, Bolin P, Brantley P, Clark JM, Coday M, Dutton G, Foreyt JP, Gregg EW, Hazuda HP, Hill JO, Hubbard VS, Jakicic JM, Jeffery RW, Johnson KC, Kahn SE, Knowler WC, Korytkowski M, Lewis CE, Laferrère B, Middelbeek RJ, Munshi MN, Nathan DM, Neiberg RH, Pilla SJ, Peters A, Pi-Sunyer X, Rejeski JW, Redmon B, Stewart T, Vaughan E, Wagenknecht LE, Walkup MP, Wing RR, Wyatt H, Yanovski SZ, Zhang P. Changes in mood and health-related quality of life in Look AHEAD 6 years after termination of the lifestyle intervention. Obesity (Silver Spring) 2021; 29:1294-1308. [PMID: 34258889 PMCID: PMC8903054 DOI: 10.1002/oby.23191] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 03/19/2021] [Accepted: 04/02/2021] [Indexed: 01/14/2023]
Abstract
OBJECTIVE The Action for Health in Diabetes (Look AHEAD) study previously reported that intensive lifestyle intervention (ILI) reduced incident depressive symptoms and improved health-related quality of life (HRQOL) over nearly 10 years of intervention compared with a control group (the diabetes support and education group [DSE]) in participants with type 2 diabetes and overweight or obesity. The present study compared incident depressive symptoms and changes in HRQOL in these groups for an additional 6 years following termination of the ILI in September 2012. METHODS A total of 1,945 ILI participants and 1,900 DSE participants completed at least one of four planned postintervention assessments at which weight, mood (via the Patient Health Questionnaire-9), antidepressant medication use, and HRQOL (via the Medical Outcomes Scale, Short Form-36) were measured. RESULTS ILI participants and DSE participants lost 3.1 (0.3) and 3.8 (0.3) kg [represented as mean (SE); p = 0.10], respectively, during the 6-year postintervention follow-up. No significant differences were observed between groups during this time in incident mild or greater symptoms of depression, antidepressant medication use, or in changes on the physical component summary or mental component summary scores of the Short Form-36. In both groups, mental component summary scores were higher than physical component summary scores. CONCLUSIONS Prior participation in the ILI, compared with the DSE group, did not appear to improve subsequent mood or HRQOL during 6 years of postintervention follow-up.
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Affiliation(s)
| | - Thomas A. Wadden
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Ariana M. Chao
- Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Harelda Anderson
- Southwestern American Indian Center, National Institute of Diabetes and Digestive and Kidney Disease, Phoenix, Arizona and Shiprock, NM, USA
| | - Kirsten Annis
- Department of Psychiatry, Alpert Medical School at Brown University, The Miriam Hospital, Providence, RI, USA
| | - Karen Atkinson
- Division of Metabolism, Endocrinology and Nutrition, US Department of Veteran Affairs Puget Sound Health Care System, University of Washington, Seattle, WA, USA
| | - Paula Bolin
- Southwestern American Indian Center, National Institute of Diabetes and Digestive and Kidney Disease, Phoenix, Arizona and Shiprock, NM, USA
| | | | - Jeanne M. Clark
- Division of General Internal Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Mace Coday
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Gareth Dutton
- Department of Medicine, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - John P. Foreyt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Edward W. Gregg
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Helen P. Hazuda
- Department of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - James O. Hill
- Department of Medicine, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Van S. Hubbard
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Bethesda, MD, USA
| | - John M. Jakicic
- Department of Health and Physical Activity, School of Education, University of Pittsburgh, Pittsburgh, PA, USA
| | - Robert W. Jeffery
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota Twin Cities, Minneapolis, MN, USA
| | - Karen C. Johnson
- Departments of Preventitive Medicine and Psychiatry, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Steven E. Kahn
- Division of Metabolism, Endocrinology and Nutrition, US Department of Veteran Affairs Puget Sound Health Care System, University of Washington, Seattle, WA, USA
| | - William C. Knowler
- Southwestern American Indian Center, National Institute of Diabetes and Digestive and Kidney Disease, Phoenix, Arizona and Shiprock, NM, USA
| | - Mary Korytkowski
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA USA
| | - Cora E. Lewis
- Department of Epidemiology, School of Public Health, University of Alabama, Birmingham, AL, USA
| | - Blandine Laferrère
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | | | | | - David M. Nathan
- Diabetes Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rebecca H. Neiberg
- Department of Biostatistical Sciences, Wake Forest University Health Sciences, Winston-Salem, NC, USA
| | - Scott J. Pilla
- Division of General Internal Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Anne Peters
- Department of Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Xavier Pi-Sunyer
- Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Jack W. Rejeski
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA
| | - Bruce Redmon
- Department of Medicine, University of Minnesota Medical School Twin Cities, Minneapolis, MN, USA
| | | | | | - Lynne E. Wagenknecht
- Department of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Michael P. Walkup
- Department of Biostatistical Sciences, Wake Forest University Health Sciences, Winston-Salem, NC, USA
| | - Rena R. Wing
- Department of Psychiatry, Alpert Medical School at Brown University, The Miriam Hospital, Providence, RI, USA
| | - Holly Wyatt
- Department of Medicine, School of Medicine,University of Colorado Denver - Anschutz Medical Campus, Aurora, CO, USA
| | - Susan Z. Yanovski
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Bethesda, MD, USA
| | - Ping Zhang
- Centers for Disease Control and Prevention, DDT Health Economics Workgroup Atlanta, GA, USA
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Majumdar S, Sinha B, Dastidar BG, Gangopadhyay KK, Ghoshal S, Mukherjee JJ, Mazumdar A, Ray S, Dasgupta S, Bhattacharjee K. Assessing prevalence and predictors of depression in Type 2 Diabetes Mellitus (DM) patients - The DEPDIAB study. Diabetes Res Clin Pract 2021; 178:108980. [PMID: 34329694 DOI: 10.1016/j.diabres.2021.108980] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 01/18/2021] [Accepted: 07/21/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Depression is common in diabetes and has significant impact on health outcomes. Suicidal ideation also forms a part of the spectrum of diabetes and coexistent depression. To assess the predictors of depression as well as its prevalence in Type 2 Diabetes Mellitus (T2DM) patients, we conducted a cross sectional study entitled "DEPression in DIABetes" (DEPDIAB). MATERIAL AND METHODS A cohort of consecutive 1371 T2DM patients from Eastern India suffering from diabetes greater than 1 year was assessed in a cross- sectional survey in 9 different hospitals and medical polyclinics in Kolkata, India for depression by administering the 9-item PHQ - 9 and Beck depression scales. Socioeconomic status was assessed by the "Revised Kuppuswamy and B G Prasad socio-economic scales for 2016", a validated scoring system for assessing the socioeconomic status of Indian patients. RESULTS In our study 836 patients (60.9%) were male and 535 (39.02%) were female. 56 patients (4.1%) met the criteria for major depression and 494 patients (36.16%) for minor depression. No sign of depression was found in 816 patients (59.74%). Depression was strongly associated with younger age (18-40 years vs. >60 years) [OR-2.09; 95% CI 1.11-3.96], female sex [OR-1.31; 95% CI 1.11-2.01], low socioeconomic status [OR-2.69; 95% CI 1.34-3.79], poor compliance [OR- 5.05; 95% CI 2.79-8.13], hypoglycemia [OR 1.466; 95% CI 1.076-1.999] and difficulty in managing day-to-day activities [OR- 4.648; 95% CI 3.450-6.262] Suicidal ideation was detected in 201 patients (14.8%). Among patients who had repeated attacks of hypoglycemia (>1 episode per month), 22% experienced suicidal ideation. This was significantly higher than in patients who had not suffered from hypoglycemia (12%) (p < 0.0001). Patients with HbA1C of 7% or lower experienced statistically significantly lesser suicidal ideation than patients with a higher HbA1C (12% vs. 16.8% {p = 0.016}). Suicidal ideation did not correlate withbody mass index (BMI), fasting plasma glucose (FPG) or insulin usage. CONCLUSIONS We found a high prevalence of depression in T2DM patients in Eastern India. Younger age, female sex, lower socio-economic status, poor compliance, hypoglycemia, and difficulty in managing day to day activities emerged as significant predictors of depression in this study. Recurrent episodes of hypoglycemia were an independent risk factor for suicidal ideation in patients with depression. Depression was not significantly associated with co morbidities associated with T2D and surprisingly insulin usage was not associated with increased depression.
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Affiliation(s)
- Sujoy Majumdar
- Department of Diabetes and Endocrinology, Peerless Hospital and BK Roy Research Centre, Kolkata, India; Department of Diabetology, GD Hospital and Diabetes Institute, Kolkata, India.
| | - Binayak Sinha
- Department of Endocrinology, AMRI Hospitals, Kolkata, India
| | | | - Kalyan Kumar Gangopadhyay
- Department of Diabetes and Endocrinology, Peerless Hospital and BK Roy Research Centre, Kolkata, India; Calcutta Medical Research Institute, Kolkata, India
| | | | - Jagat Jyoti Mukherjee
- Department of General Medicine, Division of Endocrinology, Apollo Gleneagles Hospital, Kolkata, India
| | - Anirban Mazumdar
- Department of Diabetes and Endocrinology, KPC Medical College and Hospital, Kolkata, India
| | - Subir Ray
- Department of Medicine, Division of Endocrinology, Apollo Gleneagles Hospital, Kolkata, India
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247
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Wium-Andersen IK, Hengeveld EM, Rungby J, Jørgensen MB, Osler M, Wium-Andersen MK. Hemoglobin A1c-levels and subsequent risk of depression in individuals with and without diabetes. J Diabetes Complications 2021; 35:107946. [PMID: 34053797 DOI: 10.1016/j.jdiacomp.2021.107946] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 04/15/2021] [Accepted: 05/02/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND It has been suggested that long-term glycemic load as reflected in plasma levels of Glycosylated Hemoglobin, Type A1C (HbA1c) is associated with higher risk of depression, however results have been conflicting. We examined the potential association between HbA1c and risk of depression in a large population-based cohort without baseline diabetes (the Glostrup cohort) defined by either self-reported diabetes, registry diagnosis of diabetes or use of antidiabetic medication at baseline and in a national diabetes cohort (the Danish Adult Diabetes Database). METHODS A total of 16,124 middle-aged individuals from the Glostrup cohort and 93,544 patients registered in the Danish Adult Diabetes Database were followed from the first registered HbA1c measurement (1999-2014) for subsequent diagnosis of depression or use of antidepressant medication in nation-wide Danish registers. The association was analyzed using a Cox proportional hazards regression model with HbA1c on both a continuous scale using restricted cubic splines and categorized based on the groups found in the spline model. We adjusted for relevant sociodemographic and clinical variables including previous depression and tested for interaction of both gender, insulin use and diabetes type. RESULTS During follow-up, 2694 (17%) in the Glostrup cohort and 29,234 (31%) in the diabetes cohort developed depression. In the Glostrup cohort, we found an indication of a positive linear association between HbA1c and depression in women, while no clear association was found in men. In patients with diabetes, we found a U-shaped association between HbA1c and depression in both men and women with the lowest risk estimates for HbA1c levels of 58 mmol/mol (7.5%) in men and of 60 mmol/mol (7.6%) in women. When HbA1c was categorized, men with the highest HbA1c-levels had significantly elevated risk of depression (HRHbA1c>9.4 1.16 (95%CI 1.10-1.23)) after multifactorial adjustment compared to the reference group with HbA1c of 42.1-56.2 mmol/mol (6.0-7.3%). Women in the lowest and highest category of HbA1c had significantly higher risk of depression HRHbA1c<6.0 1.15 (95% CI 1.09-1.22) and HRHbA1c>9.3 1.10 (95% CI 1.04-1.16), respectively, compared to the reference group with HbA1c 42.1-55.0 mmol/mol (7.2-9.3%). There was a significant interaction with gender, but no interaction for insulin use or diabetes type. CONCLUSIONS In a population without baseline diabetes, higher HbA1c levels seemed associated with higher depression risk in women, whereas a U-shaped association was found in patients with known diabetes.
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Affiliation(s)
- I K Wium-Andersen
- Psychiatric Center Copenhagen, Department O, Copenhagen, Denmark; Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark
| | - E M Hengeveld
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark
| | - J Rungby
- Department of Endocrinology and Copenhagen Center for Translational Research, Bispebjerg-Frederiksberg, Denmark
| | - M B Jørgensen
- Psychiatric Center Copenhagen, Department O, Copenhagen, Denmark
| | - M Osler
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark; Section for Epidemiology, Department of Public Health, University of Copenhagen, Denmark
| | - M K Wium-Andersen
- Center for Clinical Research and Prevention, Frederiksberg Hospital, Denmark.
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248
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Munda A, Fekonja U, Pongrac Barlovič D. Prevalence of depressive and anxiety symptoms in women with gestational diabetes: a longitudinal cohort study. Acta Diabetol 2021; 58:1091-1100. [PMID: 33772371 DOI: 10.1007/s00592-021-01706-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 03/12/2021] [Indexed: 10/21/2022]
Abstract
AIMS Prevalence of mental disorders in women with gestational diabetes mellitus (GDM) is not well defined; however, their presence could interfere with effective glucose self-management. Therefore, we aimed to assess the incidence of depression and anxiety symptoms in women with GDM in the 2nd and 3rd trimester of pregnancy and their impact on glycemic control. METHODS We included consecutive women undergoing the GDM screening test at the University Medical Centre Ljubljana. Women with GDM (n = 77) and women without GDM (n = 103) completed questionnaires on depression and anxiety symptomatology, health locus of control and social support. RESULTS The incidence of depression symptoms in the 2nd trimester is higher in women with GDM (23.4%) than in women without GDM (10.7%; p = 0.022; OR = 2.6). The incidence of depression and anxiety symptomatology did not change significantly from 2nd to 3rd trimester within both groups; however, an increase in the average severity of depression symptomatology was observed. Glycemic control was negatively associated with the external health locus of control. CONCLUSIONS Our results highlight the need for depression screening early on during pregnancy, especially in women with GDM. Timely psychological support may contribute to better GDM management and possibly prevent negative pregnancy outcomes.
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Affiliation(s)
- Ana Munda
- Department of Psychology, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
- University Medical Center Ljubljana, Zaloška 2, 1000, Ljubljana, Slovenia
| | - Urška Fekonja
- Department of Psychology, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Draženka Pongrac Barlovič
- University Medical Center Ljubljana, Zaloška 2, 1000, Ljubljana, Slovenia.
- Faculty of Medicine, University Ljubljana, Ljubljana, Slovenia.
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249
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Onwuchuluba EE, Oyetunde OO, Soremekun RO. Medication Adherence in Type 2 Diabetes Mellitus: A Qualitative Exploration of Barriers and Facilitators From Socioecological Perspectives. J Patient Exp 2021; 8:23743735211034338. [PMID: 34368436 PMCID: PMC8317237 DOI: 10.1177/23743735211034338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Adherence to antidiabetic medications (ADMs) remains a serious challenge among type 2 diabetes mellitus (T2DM) patients. Factors affecting medication adherence are not fully understood in Nigeria. This qualitative study explored patients' views on barriers and facilitators of medication adherence. Data collection was through face-to-face, semistructured, in-depth interviews conducted on 25 purposively sampled patients attending a public tertiary hospital. The interviews were audio recorded, transcribed verbatim, and analyzed using thematic analysis based on socioecological framework. NVIVO version 10 identified more codes. Most commonly identified barriers were organizational (clinic structure), personal (perception of T2DM as a dangerous illness), interpersonal (lack of spousal support), and community (concerns about taking ADMs in social gatherings). It was observed that female patients received more spousal support than the males. The facilitators of adherence include perceiving medication-taking a routine, the need to live longer, having savings for ADMs, purchasing medications to last until the next clinic visit. This study identified barriers and facilitators unique to Nigerian T2DM patients. Interventions anchored on these factors would improve medication adherence.
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Affiliation(s)
- EE Onwuchuluba
- Department of Clinical Pharmacy & Biopharmacy, Faculty of Pharmacy, University of Lagos, Idi-araba, Lagos, Nigeria
| | - OO Oyetunde
- Department of Clinical Pharmacy & Biopharmacy, Faculty of Pharmacy, University of Lagos, Idi-araba, Lagos, Nigeria
| | - RO Soremekun
- Department of Clinical Pharmacy & Biopharmacy, Faculty of Pharmacy, University of Lagos, Idi-araba, Lagos, Nigeria
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250
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Cai L, Jiang L, Li C, Guan X, Zhang L, Hu X. Multicomponent Crystal of Metformin and Barbital: Design, Crystal Structure Analysis and Characterization. Molecules 2021; 26:molecules26144377. [PMID: 34299653 PMCID: PMC8306642 DOI: 10.3390/molecules26144377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 07/16/2021] [Accepted: 07/16/2021] [Indexed: 12/03/2022] Open
Abstract
The formation of most multicomponent crystals relies on the interaction of hydrogen bonds between the components, so rational crystal design based on the expected hydrogen-bonded supramolecular synthons was employed to establish supramolecular compounds with desirable properties. This theory was put into practice for metformin to participate in more therapeutic fields to search for a fast and simple approach for the screening of candidate crystal co-formers. The prediction of intermolecular synthons facilitated the successful synthesis of a new multicomponent crystal of metformin (Met) and barbital (Bar) through an anion exchange reaction and cooling crystallization method. The single crystal X-ray diffraction analysis demonstrated the hydrogen bond-based ureide/ureide and guanidine/ureide synthons were responsible for the self-assembly of the primary structural motif and extended into infinite supramolecular heterocatemeric structures.
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Affiliation(s)
- Linhong Cai
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, China; (L.C.); (C.L.); (X.G.); (L.Z.)
| | - Lan Jiang
- College of Environment and Resources, Chongqing Technology and Business University, Chongqing 400067, China;
| | - Cong Li
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, China; (L.C.); (C.L.); (X.G.); (L.Z.)
| | - Xiaoshu Guan
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, China; (L.C.); (C.L.); (X.G.); (L.Z.)
| | - Li Zhang
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, China; (L.C.); (C.L.); (X.G.); (L.Z.)
| | - Xiangnan Hu
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, China; (L.C.); (C.L.); (X.G.); (L.Z.)
- Correspondence: ; Tel.: +86-133-0836-0519
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