TY - JOUR A1 - Birukov, Anna A1 - Glintborg, Dorte A1 - Schulze, Matthias B. A1 - Jensen, Tina K. A1 - Kuxhaus, Olga A1 - Andersen, Louise B. A1 - Kräker, Kristin A1 - Polemiti, Elli A1 - Jensen, Boye L. A1 - Jørgensen, Jan S. A1 - Dechend, Ralf A1 - Andersen, Marianne S. T1 - Elevated blood pressure in pregnant women with gestational diabetes according to the WHO criteria: importance of overweight JF - Journal of hypertension N2 - Objective: Hypertension before and during early pregnancy has been associated with an increased risk of gestational diabetes mellitus (GDM) in retrospective analyses. We aimed to investigate the prospective blood pressure trackings in a population-based cohort of pregnant women, who were stratified according to their metabolic status in early third trimester. Methods: We recorded blood pressure longitudinally during pregnancy in 1230 women from the Odense Child Cohort, Denmark. Fasting glucose and insulin were measured at gestational weeks 28-30. Metabolic status was evaluated according to the WHO 2013 threshold for GDM (GDM-WHO: fasting plasma glucose >= 5.1 mmol/l), insulin and homeostatic model assessment of insulin resistance (HOMA-IR). Relationships between metabolic status in third trimester and blood pressure trajectories were evaluated with adjusted linear mixed models. Trajectory was defined as blood pressure records in pregnancy per 4 weeks interval. Results: Prevalence of GDM-WHO was 40% (498/1230). GDM-WHO was associated with 1.46 (0.22-2.70) mmHg higher SBP and 1.04 (0.07-2.01) mmHg higher DBP trajectories in the overall cohort. The associations were driven by differences in the overweight group, with 3.14 (1.05-5.25) mmHg higher SBP and 1.94 (0.42-3.47) mmHg higher DBP per 4 weeks in women with GDM-WHO compared with women without GDM-WHO. GDM-WHO was not associated with blood pressure in women with normal weight. Blood pressure trajectories were elevated across quartiles of insulin resistance. Conclusion: GDM-WHO is associated with higher blood pressure in pregnancy, and there appears to be a stronger effect in overweight women. KW - blood pressure KW - gestational diabetes mellitus KW - insulin resistance KW - overweight KW - pregnancy KW - WHO Y1 - 2022 U6 - https://doi.org/10.1097/HJH.0000000000003196 SN - 0263-6352 SN - 1473-5598 VL - 40 IS - 8 SP - 1614 EP - 1623 PB - Lippincott Williams & Wilkins CY - Philadelphia ER - TY - GEN A1 - Hauffe, Robert A1 - Rath, Michaela A1 - Agyapong, Wilson A1 - Jonas, Wenke A1 - Vogel, Heike A1 - Schulz, Tim Julius A1 - Schwarz, Maria A1 - Kipp, Anna Patricia A1 - Blüher, Matthias A1 - Kleinridders, André T1 - Obesity Hinders the Protective Effect of Selenite Supplementation on Insulin Signaling T2 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe N2 - The intake of high-fat diets (HFDs) containing large amounts of saturated long-chain fatty acids leads to obesity, oxidative stress, inflammation, and insulin resistance. The trace element selenium, as a crucial part of antioxidative selenoproteins, can protect against the development of diet-induced insulin resistance in white adipose tissue (WAT) by increasing glutathione peroxidase 3 (GPx3) and insulin receptor (IR) expression. Whether selenite (Se) can attenuate insulin resistance in established lipotoxic and obese conditions is unclear. We confirm that GPX3 mRNA expression in adipose tissue correlates with BMI in humans. Cultivating 3T3-L1 pre-adipocytes in palmitate-containing medium followed by Se treatment attenuates insulin resistance with enhanced GPx3 and IR expression and adipocyte differentiation. However, feeding obese mice a selenium-enriched high-fat diet (SRHFD) only resulted in a modest increase in overall selenoprotein gene expression in WAT in mice with unaltered body weight development, glucose tolerance, and insulin resistance. While Se supplementation improved adipocyte morphology, it did not alter WAT insulin sensitivity. However, mice fed a SRHFD exhibited increased insulin content in the pancreas. Overall, while selenite protects against palmitate-induced insulin resistance in vitro, obesity impedes the effect of selenite on insulin action and adipose tissue metabolism in vivo. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 1267 KW - selenite KW - insulin KW - adipose tissue KW - obesity KW - insulin resistance Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-561709 SN - 1866-8372 SP - 1 EP - 16 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Hauffe, Robert A1 - Rath, Michaela A1 - Agyapong, Wilson A1 - Jonas, Wenke A1 - Vogel, Heike A1 - Schulz, Tim Julius A1 - Schwarz, Maria A1 - Kipp, Anna Patricia A1 - Blüher, Matthias A1 - Kleinridders, André T1 - Obesity Hinders the Protective Effect of Selenite Supplementation on Insulin Signaling JF - Antioxidants N2 - The intake of high-fat diets (HFDs) containing large amounts of saturated long-chain fatty acids leads to obesity, oxidative stress, inflammation, and insulin resistance. The trace element selenium, as a crucial part of antioxidative selenoproteins, can protect against the development of diet-induced insulin resistance in white adipose tissue (WAT) by increasing glutathione peroxidase 3 (GPx3) and insulin receptor (IR) expression. Whether selenite (Se) can attenuate insulin resistance in established lipotoxic and obese conditions is unclear. We confirm that GPX3 mRNA expression in adipose tissue correlates with BMI in humans. Cultivating 3T3-L1 pre-adipocytes in palmitate-containing medium followed by Se treatment attenuates insulin resistance with enhanced GPx3 and IR expression and adipocyte differentiation. However, feeding obese mice a selenium-enriched high-fat diet (SRHFD) only resulted in a modest increase in overall selenoprotein gene expression in WAT in mice with unaltered body weight development, glucose tolerance, and insulin resistance. While Se supplementation improved adipocyte morphology, it did not alter WAT insulin sensitivity. However, mice fed a SRHFD exhibited increased insulin content in the pancreas. Overall, while selenite protects against palmitate-induced insulin resistance in vitro, obesity impedes the effect of selenite on insulin action and adipose tissue metabolism in vivo. KW - selenite KW - insulin KW - adipose tissue KW - obesity KW - insulin resistance Y1 - 2022 U6 - https://doi.org/10.3390/antiox11050862 SN - 2076-3921 VL - 11 SP - 1 EP - 16 PB - MDPI CY - Basel, Schweiz ET - 5 ER - TY - THES A1 - Schell, Mareike T1 - Investigating the effect of Lactobacillus rhamnosus GG on emotional behavior in diet-induced obese C57BL/6N mice T1 - Untersuchung der Wirkung von Lactobacillus rhamnosus GG bei Störungen des emotionalen Verhaltens in einem Mausmodell Diät-induzierter Adipositas N2 - The prevalence of depression and anxiety is increased in obese patients compared to healthy humans, which is partially due to a shared pathogenesis, including insulin resistance and inflammation. These factors are also linked to intestinal dysbiosis. Additionally, the chronic consumption of diets rich in saturated fats results in body weight gain, hormonal resistances and unfavorable changes in the microbiome composition. The intake of Lactobacilli has already been shown to improve dysbiosis along with metabolism and mood. Yet, the beneficial role and the underlying mechanism of Lactobacillus rhamnosus GG (LGG) to improve emotional behavior in established diet-induced obese conditions are, so far, unknown. To characterize the role of LGG in diet-induced obesity, female and male C57BL/6N mice were fed a semi-synthetic low-fat diet (LFD, 10 % kcal from fat) or a conventional high-fat diet (HFD, 45 % kcal from fat) for initial 6 weeks, which was followed by daily oral gavage of vehicle or 1x10^8 CFU of LGG until the end of the experiment. Mice were subjected to basic metabolic and extensive behavioral phenotyping, with a focus on emotional behavior. Moreover, composition of cecal gut microbiome, metabolomic profile in plasma and cerebrospinal fluid was investigated and followed by molecular analyses. Both HFD-feeding and LGG application resulted in sex-specific differences. While LGG prevented the increase of plasma insulin, adrenal gland weight and hyperactivity in diet-induced obese female mice, there was no regulation of anxiodepressive-like behavior. In contrast, metabolism of male mice did not benefit from LGG application, but strikingly, LGG decreased specifically depressive-like behavior in the Mousetail Suspension Test which was confirmed by the Splash Test characterizing motivation for ’self-care’. The microbiome analysis in male mice revealed that HFD-feeding, but not LGG application, altered cecal microbiome composition, indicating a direct effect of LGG on behavioral regulation. However, in female mice, both HFD-feeding and LGG application resulted in changes of microbiome composition, which presumably affected metabolism. Moreover, as diet-induced obese female mice unexpectedly did not exhibit anxiodepressive-like behavior, follow-up analyses were conducted in male mice. Here, HFD-feeding significantly altered abundance of plasma lipids whereas LGG decreased branched chain amino acids which associated with improved emotional behavior. In nucleus accumbens (NAcc) and VTA/SN, which belong to the dopaminergic system, LGG restored HFD-induced decrease of tyrosine hydroxylase, the rate-limiting enzyme in dopamine synthesis, on gene expression level. Lastly, transcriptome analysis in the NAcc identified gene expression of cholecystokinin as a potential mediator of the effect of LGG on HFD-induced emotional alterations. In summary, this thesis revealed the beneficial effects of LGG application on emotional alterations in established diet-induced obesity. Furthermore, both HFD-feeding and LGG treatment exhibited sex-specific effects, resulting in metabolic improvements in female mice while LGG application mitigated depressive-like behavior in obese male mice along with a molecular signature of restored dopamine synthesis and neuropeptide signaling. N2 - n adipösen Patienten liegt eine erhöhte Prävalenz von Depressionen und Angsterkrankungen vor. Dies liegt unter anderem an einer gemeinsamen Pathogenese, der eine Insulinresistenz sowie ein chronischer Entzündungszustand zugrunde liegen. Diese Faktoren sind mit einer intestinalen Dysbiose assoziiert, die auch durch eine Fehlernährung, beispielsweise mit einer fettreichen Diät, hervorgerufen werden kann. Es konnte bereits gezeigt werden, dass die Aufnahme von Laktobazillen nicht nur eine Dysbiose und den Stoffwechsel verbessert, sondern sich auch positiv auf das Gemüt auswirken kann. Ob jedoch Lactobacillus rhamnosus GG in der Lage ist, in einem Zustand der etablierten ernährungsbedingten Fettleibigkeit das emotionale Verhalten zu verbessern und welche Mechanismen zugrunde liegen, ist noch ungeklärt. Um die Rolle von LGG bei ernährungsbedingter Fettleibigkeit zu charakterisieren, wurden weibliche und männliche C57BL/6N Mäuse mit einer semi-synthetischen Niedrigfettdiät (LFD, 10 % kcal aus Fett) oder einer konventionellen Hochfettdiät (HFD, 45 % kcal aus Fett) für die ersten 6 Wochen gefüttert, um den Zustand einer Adipositas zu etablieren. Anschließend haben die Mäuse eine tägliche perorale Applikation eines Vehikels oder 1x10^8 KBE LGG bis zum Versuchsende erhalten. Die Mäuse wurden einer allgemeinen metabolischen Charakterisierung und einer umfassenden Verhaltensphänotypisierung unterzogen, die Aufschlüsse über das emotionale Verhalten liefern sollen. Darüber hinaus wurde die Zusammensetzung des Darmmikrobioms bestimmt, im Plasma und in der Zerebrospinalflüssigkeit das Metabolitprofil untersucht und durch molekulare Analysen ergänzt. Sowohl die HFD-Fütterung als auch die LGG-Applikation führten zu geschlechtsspezifischen Unterschieden. Während LGG den diätinduzierten Anstieg von Plasmainsulin, ein erhöhtes Nebennierengewicht und Hyperaktivität in weiblichen Mäusen verhinderte, wurde das emotionale Verhalten nicht reguliert. Im Gegensatz dazu profitierte der Stoffwechsel männlicher Mäuse nicht von der LGG-Anwendung, jedoch war LGG in der Lage, spezifisch das depressiv-ähnliches Verhalten zu verbessern, was durch eine Analyse des zielgerichteten Verhaltens bestätigt wurde. Die Mikrobiomanalyse ergab, dass die Diät, jedoch nicht LGG, die Zusammensetzung des Darmmikrobioms in männlichen Mäusen verändert, was auf eine direkte Rolle von LGG in der Verhaltensregulation hindeutet. Im Vergleich dazu war das Darmmikrobiom in weiblichen Mäusen durch die Diät als auch durch LGG verändert, was zu den positiven Veränderungen der Stoffwechselparameter geführt haben könnte. Da weibliche Mäuse weder durch die HFD-Fütterung noch durch die LGG-Gabe einen Effekt auf emotionales Verhalten aufwiesen, wurden die Folgeanalysen bei männlichen Mäusen durchgeführt. Während die HFD-Fütterung das Vorkommen von Plasmalipiden veränderte, lagen aufgrund der LGG-Gabe verzweigtkettige Aminosäuren verringert vor, was mit einem verbessertem emotionalen Verhalten assoziierte. In den dopaminergen Gehirnregionen Nucleus Accumbens (NAcc) und VTA/SN revertierte LGG die HFD-induzierte Reduktion der Tyrosinhydroxylase Genexpression, des geschwindigkeitsbegrenzenden Enzyms in der Dopaminsynthese. Abschließend wurde eine Transkriptomanalyse mittels RNA Sequencing durchgeführt, welche die Genexpression von Cholezystokinin im NAcc als potenzieller Mediator in der Wirkung von LGG bei HFD-induzierten emotionalen Veränderungen identifizierte. Zusammenfassend konnten in dieser Arbeit die positiven Auswirkungen der LGG-Gabe auf emotionales Verhalten bei etablierter ernährungsbedingter Fettleibigkeit gezeigt werden.. Sowohl die HFD-Fütterung als auch die LGG-Gabe führten zu geschlechtsspezifischen Effekten, was zu Stoffwechselverbesserungen bei weiblichen Mäusen führte, während die LGG-Gabe das depressiv-ähnliche Verhalten bei männlichen Mäusen abschwächte. Zudem wurden auf Genexpressionsebene Tyrosinhydroxylase und Cholezystokinin identifiziert, die potentiell den Effekt von LGG auf das emotionale Verhalten in einem Modell etablierter ernährungsbedingter Fettleibigkeit vermitteln. KW - obesity KW - insulin resistance KW - probiotics KW - lactobacillus KW - depression KW - emotionality Y1 - 2022 ER - TY - JOUR A1 - Krstic, Jelena A1 - Galhuber, Markus A1 - Schulz, Tim Julius A1 - Schupp, Michael A1 - Prokesch, Andreas T1 - p53 as a dichotomous regulator of liver disease BT - the dose makes the medicine JF - International journal of molecular sciences N2 - Lifestyle-related disorders, such as the metabolic syndrome, have become a primary risk factor for the development of liver pathologies that can progress from hepatic steatosis, hepatic insulin resistance, steatohepatitis, fibrosis and cirrhosis, to the most severe condition of hepatocellular carcinoma (HCC). While the prevalence of liver pathologies is steadily increasing in modern societies, there are currently no approved drugs other than chemotherapeutic intervention in late stage HCC. Hence, there is a pressing need to identify and investigate causative molecular pathways that can yield new therapeutic avenues. The transcription factor p53 is well established as a tumor suppressor and has recently been described as a central metabolic player both in physiological and pathological settings. Given that liver is a dynamic tissue with direct exposition to ingested nutrients, hepatic p53, by integrating cellular stress response, metabolism and cell cycle regulation, has emerged as an important regulator of liver homeostasis and dysfunction. The underlying evidence is reviewed herein, with a focus on clinical data and animal studies that highlight a direct influence of p53 activity on different stages of liver diseases. Based on current literature showing that activation of p53 signaling can either attenuate or fuel liver disease, we herein discuss the hypothesis that, while hyper-activation or loss of function can cause disease, moderate induction of hepatic p53 within physiological margins could be beneficial in the prevention and treatment of liver pathologies. Hence, stimuli that lead to a moderate and temporary p53 activation could present new therapeutic approaches through several entry points in the cascade from hepatic steatosis to HCC. KW - p53 KW - liver disease KW - insulin resistance KW - non-alcoholic fatty liver disease KW - non-alcoholic steatohepatitis KW - hepatocellular carcinoma KW - liver regeneration KW - mouse models Y1 - 2018 U6 - https://doi.org/10.3390/ijms19030921 SN - 1422-0067 VL - 19 IS - 3 PB - MDPI CY - Basel ER - TY - JOUR A1 - Kleuser, Burkhard T1 - Divergent role of sphingosine 1-phosphate in liver health and disease JF - International journal of molecular sciences N2 - Two decades ago, sphingosine 1-phosphate (S1P) was discovered as a novel bioactive molecule that regulates a variety of cellular functions. The plethora of S1P-mediated effects is due to the fact that the sphingolipid not only modulates intracellular functions but also acts as a ligand of G protein-coupled receptors after secretion into the extracellular environment. In the plasma, S1P is found in high concentrations, modulating immune cell trafficking and vascular endothelial integrity. The liver is engaged in modulating the plasma S1P content, as it produces apolipoprotein M, which is a chaperone for the S1P transport. Moreover, the liver plays a substantial role in glucose and lipid homeostasis. A dysfunction of glucose and lipid metabolism is connected with the development of liver diseases such as hepatic insulin resistance, non-alcoholic fatty liver disease, or liver fibrosis. Recent studies indicate that S1P is involved in liver pathophysiology and contributes to the development of liver diseases. In this review, the current state of knowledge about S1P and its signaling in the liver is summarized with a specific focus on the dysregulation of S1P signaling in obesity-mediated liver diseases. Thus, the modulation of S1P signaling can be considered as a potential therapeutic target for the treatment of hepatic diseases. KW - sphingolipids KW - sphingosine kinase KW - fibrosis KW - non-alcoholic fatty liver disease KW - insulin resistance KW - liver fibrosis Y1 - 2018 U6 - https://doi.org/10.3390/ijms19030722 SN - 1422-0067 VL - 19 IS - 3 PB - MDPI CY - Basel ER - TY - JOUR A1 - Krstic, Jelena A1 - Reinisch, Isabel A1 - Schupp, Michael A1 - Schulz, Tim Julius A1 - Prokesch, Andreas T1 - p53 functions in adipose tissue metabolism and homeostasis JF - International journal of molecular sciences N2 - As a tumor suppressor and the most frequently mutated gene in cancer, p53 is among the best-described molecules in medical research. As cancer is in most cases an age-related disease, it seems paradoxical that p53 is so strongly conserved from early multicellular organisms to humans. A function not directly related to tumor suppression, such as the regulation of metabolism in nontransformed cells, could explain this selective pressure. While this role of p53 in cellular metabolism is gradually emerging, it is imperative to dissect the tissue-and cell-specific actions of p53 and its downstream signaling pathways. In this review, we focus on studies reporting p53's impact on adipocyte development, function, and maintenance, as well as the causes and consequences of altered p53 levels in white and brown adipose tissue (AT) with respect to systemic energy homeostasis. While whole body p53 knockout mice gain less weight and fat mass under a high-fat diet owing to increased energy expenditure, modifying p53 expression specifically in adipocytes yields more refined insights: (1) p53 is a negative regulator of in vitro adipogenesis; (2) p53 levels in white AT are increased in diet-induced and genetic obesity mouse models and in obese humans; (3) functionally, elevated p53 in white AT increases senescence and chronic inflammation, aggravating systemic insulin resistance; (4) p53 is not required for normal development of brown AT; and (5) when p53 is activated in brown AT in mice fed a high-fat diet, it increases brown AT temperature and brown AT marker gene expression, thereby contributing to reduced fat mass accumulation. In addition, p53 is increasingly being recognized as crucial player in nutrient sensing pathways. Hence, despite existence of contradictory findings and a varying density of evidence, several functions of p53 in adipocytes and ATs have been emerging, positioning p53 as an essential regulatory hub in ATs. Future studies need to make use of more sophisticated in vivo model systems and should identify an AT-specific set of p53 target genes and downstream pathways upon different (nutrient) challenges to identify novel therapeutic targets to curb metabolic diseases KW - p53 KW - adipose tissue KW - metabolic syndrome KW - obesity KW - adipogenesis KW - insulin resistance Y1 - 2018 U6 - https://doi.org/10.3390/ijms19092622 SN - 1422-0067 VL - 19 IS - 9 PB - MDPI CY - Basel ER - TY - GEN A1 - Krstic, Jelena A1 - Reinisch, Isabel A1 - Schupp, Michael A1 - Schulz, Tim Julius A1 - Prokesch, Andreas T1 - p53 functions in adipose tissue metabolism and homeostasis T2 - Postprints der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe N2 - As a tumor suppressor and the most frequently mutated gene in cancer, p53 is among the best-described molecules in medical research. As cancer is in most cases an age-related disease, it seems paradoxical that p53 is so strongly conserved from early multicellular organisms to humans. A function not directly related to tumor suppression, such as the regulation of metabolism in nontransformed cells, could explain this selective pressure. While this role of p53 in cellular metabolism is gradually emerging, it is imperative to dissect the tissue-and cell-specific actions of p53 and its downstream signaling pathways. In this review, we focus on studies reporting p53's impact on adipocyte development, function, and maintenance, as well as the causes and consequences of altered p53 levels in white and brown adipose tissue (AT) with respect to systemic energy homeostasis. While whole body p53 knockout mice gain less weight and fat mass under a high-fat diet owing to increased energy expenditure, modifying p53 expression specifically in adipocytes yields more refined insights: (1) p53 is a negative regulator of in vitro adipogenesis; (2) p53 levels in white AT are increased in diet-induced and genetic obesity mouse models and in obese humans; (3) functionally, elevated p53 in white AT increases senescence and chronic inflammation, aggravating systemic insulin resistance; (4) p53 is not required for normal development of brown AT; and (5) when p53 is activated in brown AT in mice fed a high-fat diet, it increases brown AT temperature and brown AT marker gene expression, thereby contributing to reduced fat mass accumulation. In addition, p53 is increasingly being recognized as crucial player in nutrient sensing pathways. Hence, despite existence of contradictory findings and a varying density of evidence, several functions of p53 in adipocytes and ATs have been emerging, positioning p53 as an essential regulatory hub in ATs. Future studies need to make use of more sophisticated in vivo model systems and should identify an AT-specific set of p53 target genes and downstream pathways upon different (nutrient) challenges to identify novel therapeutic targets to curb metabolic diseases. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 1047 KW - p53 KW - adipose tissue KW - metabolic syndrome KW - obesity KW - adipogenesis KW - insulin resistance Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-469069 SN - 1866-8372 IS - 1047 ER - TY - JOUR A1 - Tian, Mei A1 - Reichetzeder, Christoph A1 - Li, Jian A1 - Hocher, Berthold T1 - Low birth weight, a risk factor for diseases in later life, is a surrogate of insulin resistance at birth JF - Journal of hypertension N2 - Low birth weight (LBW) is associated with diseases in adulthood. The birthweight attributed risk is independent of confounding such as gestational age, sex of the newborn but also social factors. The birthweight attributed risk for diseases in later life holds for the whole spectrum of birthweight. This raises the question what pathophysiological principle is actually behind the association. In this review, we provide evidence that LBW is a surrogate of insulin resistance. Insulin resistance has been identified as a key factor leading to type 2 diabetes, cardiovascular disease as well as kidney diseases. We first provide evidence linking LBW to insulin resistance during intrauterine life. This might be caused by both genetic (genetic variations of genes controlling glucose homeostasis) and/or environmental factors (due to alterations of macronutrition and micronutrition of the mother during pregnancy, but also effects of paternal nutrition prior to conception) leading via epigenetic modifications to early life insulin resistance and alterations of intrauterine growth, as insulin is a growth factor in early life. LBW is rather a surrogate of insulin resistance in early life - either due to inborn genetic or environmental reasons - rather than a player on its own. KW - epigenetics KW - fetal programing KW - genetics KW - insulin resistance KW - low birth weight Y1 - 2019 U6 - https://doi.org/10.1097/HJH.0000000000002156 SN - 0263-6352 SN - 1473-5598 VL - 37 IS - 11 SP - 2123 EP - 2134 PB - Kluwer CY - Philadelphia ER - TY - JOUR A1 - Moehlig, M. A1 - Floeter, A. A1 - Spranger, Joachim A1 - Weickert, Martin O. A1 - Schill, T. A1 - Schloesser, H. W. A1 - Brabant, G. A1 - Pfeiffer, Andreas F. H. A1 - Selbig, Joachim A1 - Schoefl, C. T1 - Predicting impaired glucose metabolism in women with polycystic ovary syndrome by decision tree modelling JF - Diabetologia : journal of the European Association for the Study of Diabetes (EASD) N2 - Aims/hypothesis Polycystic ovary syndrome (PCOS) is a risk factor of type 2 diabetes. Screening for impaired glucose metabolism (IGM) with an OGTT has been recommended, but this is relatively time-consuming and inconvenient. Thus, a strategy that could minimise the need for an OGTT would be beneficial. Materials and methods Consecutive PCOS patients (n=118) with fasting glucose < 6.1 mmol/l were included in the study. Parameters derived from medical history, clinical examination and fasting blood samples were assessed by decision tree modelling for their ability to discriminate women with IGM (2-h OGTT value >= 7.8 mmol/l) from those with NGT. Results According to the OGTT results, 93 PCOS women had NGT and 25 had IGM. The best decision tree consisted of HOMA-IR, the proinsulin:insulin ratio, proinsulin, 17-OH progesterone and the ratio of luteinising hormone:follicle-stimulating hormone. This tree identified 69 women with NGT. The remaining 49 women included all women with IGM (100% sensitivity, 74% specificity to detect IGM). Pruning this tree to three levels still identified 53 women with NGT (100% sensitivity, 57% specificity to detect IGM). Restricting the data matrix used for tree modelling to medical history and clinical parameters produced a tree using BMI, waist circumference and WHR. Pruning this tree to two levels separated 27 women with NGT (100% sensitivity, 29% specificity to detect IGM). The validity of both trees was tested by a leave-10%-out cross-validation. Conclusions/interpretation Decision trees are useful tools for separating PCOS women with NGT from those with IGM. They can be used for stratifying the metabolic screening of PCOS women, whereby the number of OGTTs can be markedly reduced. KW - decision tree KW - HOMA KW - impaired glucose tolerance KW - insulin KW - insulin resistance KW - polycystic ovary syndrome KW - proinsulin KW - type 2 diabetes mellitus Y1 - 2006 U6 - https://doi.org/10.1007/s00125-006-0395-0 SN - 0012-186X VL - 49 SP - 2572 EP - 2579 PB - Springer CY - Berlin ER -