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Burlina S, Dalfrà MG, Marchetto A, Lapolla A. Gestational diabetes mellitus in patients undergoing assisted reproductive techniques or conceiving spontaneously: an analysis on maternal and foetal outcomes. J Endocrinol Invest 2024; 47:1797-1803. [PMID: 38227126 DOI: 10.1007/s40618-023-02282-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 12/12/2023] [Indexed: 01/17/2024]
Abstract
PURPOSE With the rise of medically assisted reproductive techniques (ART) the number of pregnancies complicated by gestational diabetes mellitus (GDM) has increased. The aim of this study was to evaluate retrospectively the outcomes of pregnancies complicated by GDM who conceive trough ART (cases) compared to those who conceived spontaneously (controls). METHODS In 670 women with GDM, 229 cases and 441 controls, followed by the Diabetology of Padua, between 2010-2022, clinical-metabolic maternal characteristics and maternal-foetal outcomes were evaluated. RESULTS As for the maternal clinical-metabolic characteristics, plasma glucose levels at 60' and 120' under oral glucose tolerance test (OGTT) at time of diagnosis were significantly higher in cases (177.4 ± 31.1 vs 170.9 ± 34.1 mg/dl, p = 0.016; 151.5 ± 32.2 vs 144.0 ± 33.4 mg/dl, p = 0.005 respectively). Furthermore, at diagnosis, cases show higher levels of total cholesterol (257 ± 53 mg/dl vs 246 ± 52 mg/dl; p = 0.012) and triglycerides (199.8 ± 83.2 mg/dl vs 184.9 ± 71.3 mg/dl; p = 0.02) compared to controls. As for maternal outcomes, thyroid disfunction, was recorded in a higher percentage in case (21.4% vs 14.3%; p = 0.008), as well as, the frequency of cesarean section (50.3% vs 41.2%; p = 0.038) and twin pregnancies (16.2% vs 2.5%; p < 0.001). As for neonatal outcomes, there were no statistically significant differences, except for the birth weight of the second twin, which was significantly lower in cases (2268 ± 536 vs 2822 ± 297 g; p = 0.002). No other significant differences were found. CONCLUSION This study showed no meaningful differences in the outcomes of GDM pregnancies who were conceived with ART compared to that arose spontaneously as the patients were promptly diagnosed and treated.
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Affiliation(s)
- S Burlina
- Department of Medicine, DIMED University of Padova, Via Giustiniani N 2, Padua, Italy
| | - M G Dalfrà
- Department of Medicine, DIMED University of Padova, Via Giustiniani N 2, Padua, Italy
| | - A Marchetto
- Department of Medicine, DIMED University of Padova, Via Giustiniani N 2, Padua, Italy
| | - A Lapolla
- Department of Medicine, DIMED University of Padova, Via Giustiniani N 2, Padua, Italy.
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2
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Lapolla A, Dalfrà MG. Comments on TOBOGM study: treatment of gestational diabetes mellitus diagnosed early in pregnancy. J Endocrinol Invest 2024; 47:1641-1644. [PMID: 38281262 DOI: 10.1007/s40618-024-02316-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 12/29/2023] [Indexed: 01/30/2024]
Affiliation(s)
- A Lapolla
- Department of Medicine, DIMED University of Padova, Via Giustiniani n 2, Padova, Italy.
| | - M G Dalfrà
- Department of Medicine, DIMED University of Padova, Via Giustiniani n 2, Padova, Italy
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Taliento C, Piccolotti I, Sabattini A, Tormen M, Cappadona R, Greco P, Scutiero G. Effect of Physical Activity during Pregnancy on the Risk of Hypertension Disorders and Gestational Diabetes: Evidence Generated by New RCTs and Systematic Reviews. J Clin Med 2024; 13:2198. [PMID: 38673471 PMCID: PMC11050519 DOI: 10.3390/jcm13082198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 04/01/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Hypertensive disorders of pregnancy (HDP) and gestational diabetes mellitus (GDM) are the most common medical complications in pregnancy. Physical exercise is considered to be safe and beneficial during pregnancy. Moreover, pregnancy could be considered as an opportunity for healthcare providers to promote positive lifestyle behavior and optimize the well-being of pregnant women. Since there are few up-to-date reviews evaluating the role of exercise and the risks of developing obstetrical complications, we performed a review to investigate the effects of physical activity and exercise during pregnancy compared to a control group, focusing on the risk of development of HDP and GDM. We searched Medline and Web of Science, including only randomized controlled trials (RCTs) and systematic reviews. This review supports a beneficial effect of exercise and provides evidence that it significantly decreases the risk of HDP and GDM.
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Affiliation(s)
- Cristina Taliento
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
- Department of Development and Regeneration—Woman and Child, KU Leuven, 3000 Leuven, Belgium
| | - Irene Piccolotti
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
| | - Arianna Sabattini
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
| | - Mara Tormen
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
| | - Rosaria Cappadona
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
| | - Pantaleo Greco
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
- Department of Medical Sciences, Institute of Obstetrics and Gynecology, University of Ferrara, Via Fossato di Mortara, 64/B, 44121 Ferrara, Italy
| | - Gennaro Scutiero
- Department of Medical Sciences, Obstetrics and Gynecology Unit, University Hospital “Sant’Anna”, 44121 Ferrara, Italy; (C.T.); (I.P.); (A.S.); (M.T.); (R.C.); (G.S.)
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Bao Y, Wu L, Liu Y, Fan C, Zhang J, Yang J. Role of CircCHD2 in the pathogenesis of gestational diabetes mellitus by regulating autophagy via miR-33b-3p/ULK1 axis. Placenta 2024; 145:27-37. [PMID: 38039841 DOI: 10.1016/j.placenta.2023.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/16/2023] [Accepted: 11/20/2023] [Indexed: 12/03/2023]
Abstract
Gestational diabetes mellitus (GDM) is a common pregnancy complication with a high incidence in women; however, its pathophysiology remains unknown. Our previous study suggested that the circCHD2/miR-33b-3p/ULK1 axis may be involved in GDM pathogenesis. However, the mechanism through which circCHD2 regulates GDM development requires further investigation. We found that high-glucose (HG, 25 mmol/L) significantly induced the expression of circCHD2, increased autophagy and apoptosis, and decreased cell viability in human placental trophoblast HTR-8/SVneo cells. In contrast, the downregulation of circCHD2 significantly attenuated the effects of HG on HTR-8/SVneo cells. MiR-33b-3p downregulated in the placenta of GDM patients was reduced by HG and detected as a target of circCHD2 using bioinformatics analysis, a dual-luciferase reporter assay, and qRT-PCR assay. Further studies showed that the inhibition of miR-33b-3p significantly blocked the effects of circCHD2 downregulation on cell viability, apoptosis, and autophagy in HG-treated HTR-8/SVneo cells. ULK1 is a target of miR-33b-3p, based on bioinformatics analysis, a dual-luciferase reporter assay, qRT-PCR assay, and Western blot analysis. Compared to miR-33b-3p, ULK1 is upregulated in the placenta of GDM patients. ULK1 overexpression notably blocked the effects of miR-33b-3p mimics on cell viability, apoptosis, and autophagy in HG-treated HTR-8/SVneo cells. These findings suggested that circCHD2 acts as an autophagy promoter via the miR-33b-3p/ULK1 axis to induce apoptosis in HTR-8/SVneo cells, suggesting that circCHD2 is a potential diagnostic and therapeutic target for GDM.
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Affiliation(s)
- Yindi Bao
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Lianzhi Wu
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Yi Liu
- Department of Obstetrics and Gynecology, Xiaogan Central Hospital Affiliated of Wuhan University of Science and Technology, Xiaogan, 432003, China
| | - Cuifang Fan
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Jun Zhang
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
| | - Jing Yang
- Reproductive Medical Center/Hubei Medical Clinical Research Center for Assisted Reproductive Technology and Embryonic Development, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
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França DCH, França EL, Sobrevia L, Barbosa AMP, Honorio-França AC, Rudge MVC. Integration of nutrigenomics, melatonin, serotonin and inflammatory cytokines in the pathophysiology of pregnancy-specific urinary incontinence in women with gestational diabetes mellitus. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166737. [PMID: 37146917 DOI: 10.1016/j.bbadis.2023.166737] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/12/2023] [Accepted: 04/27/2023] [Indexed: 05/07/2023]
Abstract
Gestational diabetes mellitus is an important public health problem and has been associated with the development of pregnancy-specific urinary incontinence. The interaction is related to hyperglycemia, and inflammatory and hormonal patterns, which favor functional alterations in different organs and systems. Several genes associated with human diseases have been identified and partially characterized. Most of these genes are known to cause monogenic diseases. However, about 3 % of diseases do not fit the monogenic theory due to the complex interactions between multiple genes and environmental factors, as in chronic metabolic diseases such as diabetes. The nutritional, immunological, and hormonal patterns associated with changes in maternal metabolism may influence and contribute to greater susceptibility to urinary tract disorders. However, early systematic reviews have not yielded consistent findings for these associations. This literature review summarizes important new findings from integrating nutrigenomics, hormones, and cytokines in women with Gestational diabetes mellitus and pregnancy-specific urinary incontinence. Changes in maternal metabolism due to hyperglycemia can generate an inflammatory environment with increased inflammatory cytokines. This environment modulated by inflammation can alter tryptophan uptake through food and thus influence the production of serotonin and melatonin. As these hormones seem to have protective effects against smooth muscle dysfunction and to restore the impaired contractility of the detrusor muscle, it is assumed that these changes may favor the onset of urinary incontinence specific to pregnancy.
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Affiliation(s)
- Danielle Cristina Honorio França
- Department of Gynecology and Obstetrics, Botucatu Medical School (FMB), São Paulo State University (UNESP), Botucatu 18618-687, Brazil.
| | - Eduardo Luzía França
- Institute of Biological and Health Science, Federal University of Mato Grosso (UFMT), Barra do Garças 78605-091, Brazil.
| | - Luis Sobrevia
- Department of Gynecology and Obstetrics, Botucatu Medical School (FMB), São Paulo State University (UNESP), Botucatu 18618-687, Brazil; Cellular and Molecular Physiology Laboratory (CMPL), Department of Obstetrics, Division of Obstetrics and Gynaecology, School of Medicine, Faculty of Medicine, Pontificia Universidad Católica de Chile, Santiago 8330024, Chile; Department of Physiology, Faculty of Pharmacy, Universidad de Sevilla, E-41012 Seville, Spain; Faculty of Medicine and Biomedical Sciences, University of Queensland, Herston, QLD 4029, Australia; Department of Pathology and Medical Biology, University of Groningen, 9713GZ Groningen, the Netherlands; Tecnologico de Monterrey, Eutra, The Institute for Obesity Research (IOR), School of Medicine and Health Sciences, Monterrey 64710, Mexico.
| | - Angélica Mércia Pascon Barbosa
- Department of Gynecology and Obstetrics, Botucatu Medical School (FMB), São Paulo State University (UNESP), Botucatu 18618-687, Brazil; Department of Physiotherapy and Occupational Therapy, School of Philosophy and Sciences, São Paulo State University (UNESP), Marilia 17525-900, Brazil
| | | | - Marilza Vieira Cunha Rudge
- Department of Gynecology and Obstetrics, Botucatu Medical School (FMB), São Paulo State University (UNESP), Botucatu 18618-687, Brazil.
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Dalfra' MG, Burlina S, Lapolla A. Weight gain during pregnancy: A narrative review on the recent evidences. Diabetes Res Clin Pract 2022; 188:109913. [PMID: 35568262 DOI: 10.1016/j.diabres.2022.109913] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 05/03/2022] [Accepted: 05/05/2022] [Indexed: 12/24/2022]
Abstract
Gestational weight gain is necessary for the normal fetus development, in fact a series of studies have evidenced that both low and excessive gestational weight gain is associated with negative fetal-neonatal outcomes. So, evidences on the optimal gestational weight gain across the ranges of the pre-pregnancy maternal body mass index are necessary. In this context, while for normal weight and underweight the recommendations of IOM are clearly stated and supported by well designed and conducted clinical studies, those for the obese pregnant women are even today debated. Pre-pregnancy obesity is associated with high risk to develop hypertension, gestational diabetes, cesarean section and high birth weight. The Institute of Medicine guidelines, in 2009, recommended that women with obesity gain 11-20 lb at a rate of 0.5 lb/week during the second and third trimesters of pregnancy. Successively, taking into account a series of meta-analysis, the American College of Obstetricians and Gynecologists emphasized that the IOM weight gain targets for obese pregnant women are too high. However the high risk to have babies small for gestational age, related to a low weight gain or a losing of weight during pregnancy, has also been demonstrated. More recent studies have taken into consideration the maternal and fetal outcomes of obese pregnant women with different obesity class (I,II,III) and different weight gain during pregnancy. The analysis of these studies, discussed in this narrative review, show that the appropriate gestational weight gain should be personalized considering the three obesity class; furthermore both an upper and lower limit of gestational weight gain should be reconsidered in order to prevent the negative maternal and fetal outcomes in these women.
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Maternal and Fetal Metabolites in Gestational Diabetes Mellitus: A Narrative Review. Metabolites 2022; 12:metabo12050383. [PMID: 35629887 PMCID: PMC9143359 DOI: 10.3390/metabo12050383] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/11/2022] [Accepted: 04/20/2022] [Indexed: 02/05/2023] Open
Abstract
Gestational diabetes mellitus (GDM) is a major public health issue of our century due to its increasing prevalence, affecting 5% to 20% of all pregnancies. The pathogenesis of GDM has not been completely elucidated to date. Increasing evidence suggests the association of environmental factors with genetic and epigenetic factors in the development of GDM. So far, several metabolomics studies have investigated metabolic disruptions associated with GDM. The aim of this review is to highlight the usefulness of maternal metabolites as diagnosis markers of GDM as well as the importance of both maternal and fetal metabolites as prognosis biomarkers for GDM and GDM’s transition to type 2 diabetes mellitus T2DM.
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8
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Du R, Wu N, Bai Y, Tang L, Li L. circMAP3K4 regulates insulin resistance in trophoblast cells during gestational diabetes mellitus by modulating the miR-6795-5p/PTPN1 axis. J Transl Med 2022; 20:180. [PMID: 35449053 PMCID: PMC9022258 DOI: 10.1186/s12967-022-03386-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 04/09/2022] [Indexed: 11/25/2022] Open
Abstract
Background Insulin resistance (IR) during gestational diabetes mellitus (GDM) has been linked to dysregulated insulin-PI3K/Akt pathway. A defective insulin-PI3K/Akt pathway and dysregulated circular RNA (circRNA) levels have been observed in the placentas of patients with GDM; however, the mechanisms underlying this association remain unclear. Methods circRNAs potentially associated with GDM were selected through bioinformatics analysis and initially identified by quantitative real-time PCR (qPCR) in 9 GDM patients and 9 healthy controls, of which circMAP3K4 was further validated in additional 84 samples by qPCR. circMAP3K4 identity and localization were verified. Pearson correlation analysis was applied to evaluate the correlation between circMAP3K4 expression in the placental tissues of GDM patients and IR-related indicators. An IR model of trophoblasts was constructed using glucosamine. Interactions between miR-6795-5p and circMAP3K4 or PTPN1 were confirmed using a dual-luciferase reporter assay. The circMAP3K4/miR-6795-5p/PTPN1 axis and key markers in the insulin-PI3K/Akt pathway in placentas and trophoblasts were evaluated through qRT-PCR, immunofluorescence, and western blotting. The role of circMAP3K4 in glucose metabolism and cell growth in trophoblasts was determined using the glucose uptake and CCK8 assay, respectively. Results circMAP3K4 was highly expressed in the placentas of patients with GDM and the IR trophoblast model; this was associated with a dysregulated insulin-PI3K/Akt pathway. circMAP3K4 in the placentas of GDM patients was positively correlated with weight gain during pregnancy and time-glucose area under the curve of OGTT. circMAP3K4 and PTPN1 could both bind to miR-6795-5p. miR-6795-5p and PTPN1 were downregulated and upregulated, respectively, in the placentas of GDM patients and the IR trophoblast model. circMAP3K4 silencing or miR-6795-5p overexpression partially reversed the decrease in glucose uptake, inhibition in cell growth, and downregulated IRS1 and Akt phosphorylation in IR-trophoblasts; this restoration was reversed upon co-transfection with an miR-6795-5p inhibitor or PTPN1. Conclusion circMAP3K4 could suppress the insulin-PI3K/Akt signaling pathway via miR-6795-5p/PTPN1 axis, probably contributing to GDM-related IR. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03386-8.
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Affiliation(s)
- Runyu Du
- Department of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Na Wu
- Department of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yu Bai
- Department of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Lei Tang
- Department of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ling Li
- Department of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, China.
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Caputo M, Bullara V, Mele C, Samà MT, Zavattaro M, Ferrero A, Daffara T, Leone I, Giachetti G, Antoniotti V, Longo D, De Pedrini A, Marzullo P, Remorgida V, Prodam F, Aimaretti G. Gestational Diabetes Mellitus: Clinical Characteristics and Perinatal Outcomes in a Multiethnic Population of North Italy. Int J Endocrinol 2021; 2021:9474805. [PMID: 34987576 PMCID: PMC8720593 DOI: 10.1155/2021/9474805] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 12/14/2021] [Indexed: 11/17/2022] Open
Abstract
AIM To evaluate clinical characteristics and perinatal outcomes in a heterogeneous population of Caucasians born in Italy and High Migration Pressure Countries (HMPC) women with GDM living in Piedmont, North Italy. METHODS We retrospectively analyzed data from 586 women referring to our unit (2015-2020). Epidemiological (age and country of origin) and clinical-metabolic features (height, weight, family history of DM, parity, previous history of GDM, OGTT results, and GDM treatment) were collected. The database of certificates of care at delivery was consulted in relation to neonatal/maternal complications (rates of caesarean sections, APGAR score, fetal malformations, and neonatal anthropometry). RESULTS 43.2% of women came from HMPC; they were younger (p < 0.0001) and required insulin treatment more frequently than Caucasian women born in Italy (χ 2 = 17.8, p=0.007). Higher fasting and 120-minute OGTT levels and gestational BMI increased the risk of insulin treatment (OGTT T0: OR = 1.04, CI 95% 1.016-1.060, p=0.005; OGTT T120: OR = 1.01, CI 95% 1.002-1.020, p=0.02; BMI: OR = 1.089, CI 95% 1.051-1.129, p < 0.0001). Moreover, two or more diagnostic OGTT glucose levels doubled the risk of insulin therapy (OR = 2.03, IC 95% 1.145-3.612, p=0.016). We did not find any association between ethnicities and neonatal/maternal complications. CONCLUSIONS In our multiethnic GDM population, the need for intensive care and insulin treatment is high in HPMC women although the frequency of adverse peripartum and newborn outcomes does not vary among ethnic groups. The need for insulin therapy should be related to different genetic backgrounds, dietary habits, and Nutrition Transition phenomena. Thus, nutritional intervention and insulin treatment need to be tailored.
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Affiliation(s)
- M. Caputo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - V. Bullara
- SCDU Endocrinologia, AOU “Maggiore della Carità” Novara, Novara, Italy
| | - C. Mele
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - M. T. Samà
- SCDU Endocrinologia, AOU “Maggiore della Carità” Novara, Novara, Italy
| | - M. Zavattaro
- SCDU Endocrinologia, AOU “Maggiore della Carità” Novara, Novara, Italy
| | - A. Ferrero
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - T. Daffara
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - I. Leone
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - G. Giachetti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - V. Antoniotti
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - D. Longo
- Gynecology and Obstetrics, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - A. De Pedrini
- Gynecology and Obstetrics, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - P. Marzullo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
- IRCCS Istituto Auxologico Italiano, Laboratory of Metabolic Research, Novara, Italy
| | - V. Remorgida
- Gynecology and Obstetrics, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - F. Prodam
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - G. Aimaretti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
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Silva CM, Arnegard ME, Maric-Bilkan C. Dysglycemia in Pregnancy and Maternal/Fetal Outcomes. J Womens Health (Larchmt) 2020; 30:187-193. [PMID: 33147099 PMCID: PMC8020552 DOI: 10.1089/jwh.2020.8853] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Maternal dysglycemia-including diabetes, impaired glucose tolerance, and impaired fasting glucose-affects one in six pregnancies worldwide and represents a significant health risk to the mother and the fetus. Maternal dysglycemia is an independent risk factor for perinatal mortality, major congenital anomalies, and miscarriages. Furthermore, it increases the longer-term risk of type 2 diabetes mellitus, metabolic syndrome, cardiovascular morbidity, malignancies, and ophthalmic, psychiatric, and renal diseases in the mother. The most commonly encountered form of maternal dysglycemia is gestational diabetes. Currently, international consensus does not exist for diagnostic criteria defining gestational diabetes at 24-28 weeks gestation, and potential diagnostic glucose thresholds earlier in gestation require further investigation. Likewise, recommendations regarding the timing and modality (e.g., lifestyle or pharmacological) of treatment vary greatly. Because a precise diagnosis determines the appropriate treatment and outcome of the pregnancy, it is imperative that a better definition of maternal dysglycemia and its treatment be achieved. This article will address some of the controversies related to diagnosing and managing maternal dysglycemia. In addition, the article will discuss the impact of maternal dysglycemia on complications experienced by the mother and infant, both at birth and in later life.
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Affiliation(s)
- Corinne M Silva
- Division of Diabetes, Endocrinology, and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Matthew E Arnegard
- Office of Research on Women's Health, Division of Program Coordination, Planning, and Strategic Initiatives, Office of the Director, National Institutes of Health, Bethesda, Maryland, USA
| | - Christine Maric-Bilkan
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
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11
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Dalfrà MG, Del Vescovo GG, Burlina S, Baldan I, Pastrolin S, Lapolla A. Celiac Disease and Pregnancy Outcomes in Patients with Gestational Diabetes Mellitus. Int J Endocrinol 2020; 2020:5295290. [PMID: 33178268 PMCID: PMC7607885 DOI: 10.1155/2020/5295290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 07/09/2020] [Accepted: 10/05/2020] [Indexed: 01/21/2023] Open
Abstract
AIM Gestational diabetes mellitus (GDM) and celiac disease, if not diagnosed and properly treated, are associated with adverse outcomes of pregnancy. The aim of our study was to examine pregnancies complicated by GDM in celiac and nonceliac women in terms of their metabolic parameters and maternal and fetal outcomes. METHODS The study involved 60 women with GDM, 20 with and 40 without celiac disease. Maternal clinical and metabolic parameters (glucose and insulin levels in the oral glucose tolerance test (OGTT), fasting plasma glucose, HbA1c, lipid profile, prepregnancy BMI, gestational weight gain, and chronic diseases), pregnancy outcomes (gestational hypertension, pre-eclampsia, eclampsia, time, and mode of delivery), and fetal parameters (weight and length at birth, and neonatal complications) were recorded. RESULTS The two groups did not differ significantly in maternal parameters other than blood glucose levels at 120' in the diagnostic OGTT (141.2 ± 35.2 vs 161.2 ± 35.4, mg/dl, p=0.047), prepartum cLDL (127.2 ± 43.5 vs 179.6 ± 31.7 mg/dl, p ≤ 0.001), and total cholesterol (229.0 ± 45.9 vs 292.5 ± 42.1 mg/dl, p ≤ 0.001), which were significantly lower in celiac women than in nonceliac controls. Children born from celiac women had a significantly higher birth weight (3458.1 ± 409.8 vs 3209.0 ± 432.7 g, p=0.044) and ponderal index (2.89 ± 0.32 vs 2.66 ± 0.25 g/cm3, p=0.006) and were more likely to be large for gestational age (27.8% vs 2.5%, p=0.012). Analyzing the composition of the celiac and nonceliac women's diet showed that, for the same amount of kilocalories, the gluten-free diet was associated with a slight increase in the amount of carbohydrates (49.75% vs 48.54%) and a reduction in the amount of protein (21.10% vs 23.31%) and especially of fiber (9.84% vs 12.71%). CONCLUSIONS Celiac women with GDM have much the same pregnancy outcomes as nonceliac women with GDM, except for fetal overgrowth. Gluten-free food, being richer in carbohydrates and less rich in fiber and protein, could have a role in fetal growth in celiac women.
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Affiliation(s)
| | | | - Silvia Burlina
- Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Ilaria Baldan
- Department of Medicine DIMED, University of Padova, Padova, Italy
| | - Silvia Pastrolin
- Department of Medicine DIMED, University of Padova, Padova, Italy
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Seshiah V, Balaji V, Banerjee S, Sahay R, Divakar H, Jain R, Chawla R, Das AK, Gupta S, Krishnan D. Diagnosis and principles of management of gestational diabetes mellitus in the prevailing COVID-19 pandemic. Int J Diabetes Dev Ctries 2020; 40:329-334. [PMID: 32929316 PMCID: PMC7480657 DOI: 10.1007/s13410-020-00860-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Limited medical facilities are available due to Covid-19 pandemic. Nevertheless, all efforts should be made in planning judicial and possible methods of delivering health care, particularly to pregnant woman with GDM. GDM may play a crucial role in the increasing prevalence of diabetes and obesity and also may be the origin of cardiometabolic diseases. METHODS It is mandatary to diagnose and care pregnant woman with GDM. The test suggested to diagnose GDM has to be evidence based and in this regard "a single test procedure" evaluated meets this requirement. This doable test has been accepted by the Diabetes in Pregnancy Study Group India (DIPSI) and approved by MHFW-GOI, WHO, International Diabetes Federation, and International Federation of Obstetricians and Gynecologists. MHFW-GOI also recommends testing at first antenatal visit and then at 24-28 weeks of gestation. This opportunity can also be utilized for performing ultrasonography for assessing fetal development. RESULT The first-line management is MNT and life style modifications. Non-responders may require insulin or OHA. The target glycemic control is FPG ~ 5.0 mmol/dl (90 mg/dl) and 2 h PPPG ~ 6.7 mmol/dl (120 mg/dl). The goal is to obtain newborns birth weight appropriate for gestational age between 2.5 and 3.5 kg, a step to prevent offspring developing diabetes. CONCLUSION The essential precaution required during COVID pandemic is to wear face mask, avoid crowded places, and maintain social distancing. Finally, the economical and evidence based "single test procedure" of DIPSI is most appropriate for screening during the COVID pandemic.
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Affiliation(s)
- Veeraswamy Seshiah
- Dr. Balaji Diabetes Care Center and Dr. Seshiah Diabetes Research Institute, Chennai, 600029 India
| | - Vijayam Balaji
- Dr. Balaji Diabetes Care Center and Dr. Seshiah Diabetes Research Institute, Chennai, 600029 India
| | - Samar Banerjee
- Vivekananda Institute of Medical Sciences, Calcuta, India
| | - Rakesh Sahay
- Department of Endocrinology, Osmania Medical College & Osmania General Hospital, Hyderabad, India
| | | | | | - Rajeev Chawla
- Diabetes in Pregnancy Study Group India, Delhi, India
| | - Ashok Kumar Das
- Pondicherry Institute of Medical Sciences, Pondicherry, India
| | - Sunil Gupta
- Diabetes in Pregnancy Study Group India, Nagpur, India
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Freebairn L, Atkinson JA, Qin Y, Nolan CJ, Kent AL, Kelly PM, Penza L, Prodan A, Safarishahrbijari A, Qian W, Maple-Brown L, Dyck R, McLean A, McDonnell G, Osgood ND. 'Turning the tide' on hyperglycemia in pregnancy: insights from multiscale dynamic simulation modeling. BMJ Open Diabetes Res Care 2020; 8:e000975. [PMID: 32475837 PMCID: PMC7265040 DOI: 10.1136/bmjdrc-2019-000975] [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: 10/16/2019] [Revised: 02/15/2020] [Accepted: 04/06/2020] [Indexed: 11/21/2022] Open
Abstract
INTRODUCTION Hyperglycemia in pregnancy (HIP, including gestational diabetes and pre-existing type 1 and type 2 diabetes) is increasing, with associated risks to the health of women and their babies. Strategies to manage and prevent this condition are contested. Dynamic simulation models (DSM) can test policy and program scenarios before implementation in the real world. This paper reports the development and use of an advanced DSM exploring the impact of maternal weight status interventions on incidence of HIP. METHODS A consortium of experts collaboratively developed a hybrid DSM of HIP, comprising system dynamics, agent-based and discrete event model components. The structure and parameterization drew on a range of evidence and data sources. Scenarios comparing population-level and targeted prevention interventions were simulated from 2018 to identify the intervention combination that would deliver the greatest impact. RESULTS Population interventions promoting weight loss in early adulthood were found to be effective, reducing the population incidence of HIP by 17.3% by 2030 (baseline ('business as usual' scenario)=16.1%, 95% CI 15.8 to 16.4; population intervention=13.3%, 95% CI 13.0 to 13.6), more than targeted prepregnancy (5.2% reduction; incidence=15.3%, 95% CI 15.0 to 15.6) and interpregnancy (4.2% reduction; incidence=15.5%, 95% CI 15.2 to 15.8) interventions. Combining targeted interventions for high-risk groups with population interventions promoting healthy weight was most effective in reducing HIP incidence (28.8% reduction by 2030; incidence=11.5, 95% CI 11.2 to 11.8). Scenarios exploring the effect of childhood weight status on entry to adulthood demonstrated significant impact in the selected outcome measure for glycemic regulation, insulin sensitivity in the short term and HIP in the long term. DISCUSSION Population-level weight reduction interventions will be necessary to 'turn the tide' on HIP. Weight reduction interventions targeting high-risk individuals, while beneficial for those individuals, did not significantly impact forecasted HIP incidence rates. The importance of maintaining interventions promoting healthy weight in childhood was demonstrated.
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Affiliation(s)
- Louise Freebairn
- The Australian Prevention Partnership Centre, Sax Institute, Haymarket, New South Wales, Australia
- School of Medicine, The University of Notre Dame Australia, Darlinghurst, New South Wales, Australia
- Population Health, ACT Health, Woden, Australian Capital Territory, Australia
| | - Jo-An Atkinson
- The Australian Prevention Partnership Centre, Sax Institute, Haymarket, New South Wales, Australia
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Yang Qin
- Computational Epidemiology and Public Health Informatics Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Christopher J Nolan
- Endocrinology and Diabetes, ACT Health, Woden, Australian Capital Territory, Australia
- Medical School, College of Health and Medicine, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Alison L Kent
- Medical School, College of Health and Medicine, Australian National University, Canberra, Australian Capital Territory, Australia
- Golisano Children's Hospital at URMC, University of Rochester, Rochester, New York, USA
| | - Paul M Kelly
- Population Health, ACT Health, Woden, Australian Capital Territory, Australia
- Medical School, College of Health and Medicine, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Luke Penza
- School of Computer, Data and Mathematical Sciences, Western Sydney University, Penrith, New South Wales, Australia
| | - Ante Prodan
- School of Computer, Data and Mathematical Sciences, Western Sydney University, Penrith, New South Wales, Australia
| | - Anahita Safarishahrbijari
- Computational Epidemiology and Public Health Informatics Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Weicheng Qian
- Computational Epidemiology and Public Health Informatics Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Louise Maple-Brown
- Wellbeing and Preventable Chronic Diseases Division, Menzies School of Health Research, Charles Darwin University, Casuarina, Northern Territory, Australia
- Endocrinology Department, Royal Darwin Hospital, Casuarina, Northern Territory, Australia
| | - Roland Dyck
- Department of Medicine, University of Saskatchewan College of Medicine, Saskatoon, Saskatchewan, Canada
| | - Allen McLean
- Computational Epidemiology and Public Health Informatics Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Geoff McDonnell
- The Australian Prevention Partnership Centre, Sax Institute, Haymarket, New South Wales, Australia
| | - Nathaniel D Osgood
- Computational Epidemiology and Public Health Informatics Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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Dalfrà MG, Burlina S, Del Vescovo GG, Lapolla A. Genetics and Epigenetics: New Insight on Gestational Diabetes Mellitus. Front Endocrinol (Lausanne) 2020; 11:602477. [PMID: 33335512 PMCID: PMC7736606 DOI: 10.3389/fendo.2020.602477] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 11/02/2020] [Indexed: 12/11/2022] Open
Abstract
Gestational diabetes mellitus (GDM) is the most common metabolic complication of pregnancy, with a prevalence that has increased significantly in the last decade, coming to affect 12-18% of all pregnancies. GDM is believed to be the result of a combination of genetic, epigenetic and environmental factors. Following the identification of susceptibility genes for type 2 diabetes by means of genome-wide association studies, an association has also been demonstrated between some type 2 diabetes susceptibility genes and GDM, suggesting a partial similarity of the genetic architecture behind the two forms of diabetes. More recent genome-wide association studies, focusing on maternal metabolism during pregnancy, have demonstrated an overlap in the genes associated with metabolic traits in gravid and non-gravid populations, as well as in genes apparently unique to pregnancy. Epigenetic changes-such as DNA methylation, histone modifications and microRNA gene silencing-have also been identified in GDM patients. Metabolomics has been used to profile the metabolic state of women during pregnancy, based on the measurement of numerous low-molecular-weight metabolites. Measuring amino acids and conventional metabolites has revealed changes in pregnant women with a higher insulin resistance and high blood glucose levels that resemble the changes seen in non-gravid, insulin-resistant populations. This would suggest similarities in the metabolic profiles typical of insulin resistance and hyperglycemia whether individuals are pregnant or not. Future studies combining data obtained using multiple technologies will enable an integrated systems biology approach to maternal metabolism during a pregnancy complicated by GDM. This review highlights the recent knowledge on the impact of genetics and epigenetics in the pathophysiology of GDM and the maternal and fetal complications associated with this pathology condition.
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Vitacolonna E, Succurro E, Lapolla A, Scavini M, Bonomo M, Di Cianni G, Di Benedetto A, Napoli A, Tumminia A, Festa C, Lencioni C, Torlone E, Sesti G, Mannino D, Purrello F. Guidelines for the screening and diagnosis of gestational diabetes in Italy from 2010 to 2019: critical issues and the potential for improvement. Acta Diabetol 2019; 56:1159-1167. [PMID: 31396699 DOI: 10.1007/s00592-019-01397-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 07/30/2019] [Indexed: 12/17/2022]
Abstract
AIMS In 2010, Italian health professionals rapidly implemented the one-step screening for gestational diabetes mellitus (GDM) based on a 75 g OGTT, to comply with the diagnostic criteria proposed by the International Association of Diabetes and Pregnancy Study Groups (IADPSG). The change was promoted by the two main Italian scientific societies of diabetology, Associazione Medici Diabetologi (AMD) and Società Italiana di Diabetologia (SID), and it took just a few months for the Istituto Superiore di Sanità, together with several scientific societies, to revise the criteria and include them in the National Guidelines System. Over the last 9 years, the implementation of these guidelines has shown some benefits and some drawbacks. METHODS In order to evaluate the critical issues arisen from the implementation of the current Italian guidelines for the diagnosis of GDM, the studies published on this topic have been reviewed. The search was performed using the following keywords: "gestational diabetes" AND "diagnostic criteria" OR screening AND Ital*. The study is an expert opinion paper, based on the relevant scientific literature published between 2010 and 2019. The databases screened for the literature review included PubMed, MEDLINE, and Scopus. RESULTS The implementation of the Guidelines for Screening and Diagnosis of GDM in Italy present some strengths and some weaknesses. One of the positive aspects is that high-risk women are required to perform an OGTT early in pregnancy. By contrast, there are several aspects in need of improvement: (1) In spite of the current indications, only a minority of high-risk women perform OGTT early in pregnancy; (2) several low-risk women are screened for GDM; (3) in some low-risk women affected by GDM, the diagnosis might be missed with the application of the current guidelines; (4) there is a lack of homogeneity in the risk assessment data from different regions. CONCLUSIONS In order to improve the current Italian GDM guidelines, some practical solutions have been suggested.
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Affiliation(s)
- Ester Vitacolonna
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy.
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy.
- Department of Medicine and Aging, School of Medicine and Health Sciences, "G. d'Annunzio" University, Chieti-Pescara, Chieti, Italy.
| | - Elena Succurro
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | - Annunziata Lapolla
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Medicine, Diabetology and Dietetics Unit, Padova University, Padua, Italy
| | - Marina Scavini
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Division of Immunology, Transplantation and Infectious Diseases, Diabetes Research Institute (DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Matteo Bonomo
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- SSD Diabetology, Ca'Granda Niguarda Hospital, Milan, Italy
| | - Graziano Di Cianni
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Diabetes and Metabolic Diseases Unit, Health Local Unit Nord-West Tuscany, Livorno Hospital, Leghorn, Italy
| | - Antonino Di Benedetto
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Angela Napoli
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Experimental Medicine, Faculty of Medicine and Dentistry, Sapienza University, Rome, Italy
| | - Andrea Tumminia
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Camilla Festa
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Department of Experimental Medicine, Faculty of Medicine and Dentistry, Sapienza University, Rome, Italy
| | - Cristina Lencioni
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Diabetes Unit, Usl Nord Ovest Tuscany, Lucca, Italy
| | - Elisabetta Torlone
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Internal Medicine, Endocrinology and Metabolism, S. Maria della Misericordia Hospital, Perugia, Italy
| | - Giorgio Sesti
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
- Italian Diabetes and Research Foundation, Italian Society of Diabetology (SID), Rome, Italy
| | - Domenico Mannino
- Diabetes and Pregnancy Study Group, Italian Society of Diabetology (SID), Rome, Italy
- Diabetes and Pregnancy Study Group, Italian Association of Diabetologists (AMD), Rome, Italy
- Section of Endocrinology and Diabetes, Bianchi Melacrino Morelli Hospital, Reggio Calabria, Italy
- Italian Association of Diabetologists (AMD), Rome, Italy
| | - Francesco Purrello
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
- Italian Society of Diabetology (SID), Rome, Italy
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Freebairn L, Atkinson JA, Osgood ND, Kelly PM, McDonnell G, Rychetnik L. Turning conceptual systems maps into dynamic simulation models: An Australian case study for diabetes in pregnancy. PLoS One 2019; 14:e0218875. [PMID: 31247006 PMCID: PMC6597234 DOI: 10.1371/journal.pone.0218875] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 06/11/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND System science approaches are increasingly used to explore complex public health problems. Quantitative methods, such as participatory dynamic simulation modelling, can mobilise knowledge to inform health policy decisions. However, the analytic and practical steps required to turn collaboratively developed, qualitative system maps into rigorous and policy-relevant quantified dynamic simulation models are not well described. This paper reports on the processes, interactions and decisions that occurred at the interface between modellers and end-user participants in an applied health sector case study focusing on diabetes in pregnancy. METHODS An analysis was conducted using qualitative data from a participatory dynamic simulation modelling case study in an Australian health policy setting. Recordings of participatory model development workshops and subsequent meetings were analysed and triangulated with field notes and other written records of discussions and decisions. Case study vignettes were collated to illustrate the deliberations and decisions made throughout the model development process. RESULTS The key analytic objectives and decision-making processes included: defining the model scope; analysing and refining the model structure to maximise local relevance and utility; reviewing and incorporating evidence to inform model parameters and assumptions; focusing the model on priority policy questions; communicating results and applying the models to policy processes. These stages did not occur sequentially; the model development was cyclical and iterative with decisions being re-visited and refined throughout the process. Storytelling was an effective strategy to both communicate and resolve concerns about the model logic and structure, and to communicate the outputs of the model to a broader audience. CONCLUSION The in-depth analysis reported here examined the application of participatory modelling methods to move beyond qualitative conceptual mapping to the development of a rigorously quantified and policy relevant, complex dynamic simulation model. The analytic objectives and decision-making themes identified provide guidance for interpreting, understanding and reporting future participatory modelling projects and methods.
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Affiliation(s)
- Louise Freebairn
- ACT Health, Canberra, Australia
- The Australian Prevention Partnership Centre, Sax Institute, Sydney, Australia
- University of Notre Dame, Sydney, Australia
- * E-mail:
| | - Jo-An Atkinson
- The Australian Prevention Partnership Centre, Sax Institute, Sydney, Australia
- Decision Analytics, Sax Institute, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - Nathaniel D. Osgood
- The Australian Prevention Partnership Centre, Sax Institute, Sydney, Australia
- Computer Science, University of Saskatchewan, Saskatoon, Canada
- Department of Community Health … Epidemiology, University of Saskatchewan, Saskatoon, Canada
| | - Paul M. Kelly
- ACT Health, Canberra, Australia
- The Australian Prevention Partnership Centre, Sax Institute, Sydney, Australia
- Medical School, The Australian National University, Canberra, Australia
| | | | - Lucie Rychetnik
- The Australian Prevention Partnership Centre, Sax Institute, Sydney, Australia
- University of Notre Dame, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
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