1
|
Oliveira PWC, Mill JG, Santos IDS, Lotufo PA, Molina MDCB, Mendes FD, Santos HCD, de Faria CP. Triglyceride-glucose index demonstrates reasonable performance as a screening tool but exhibits limited diagnostic utility for insulin resistance: Data from the ELSA-Brasil cohort. Nutr Res 2024; 124:65-72. [PMID: 38394978 DOI: 10.1016/j.nutres.2024.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024]
Abstract
Insulin resistance (IR) is a key risk factor for chronic metabolic diseases, but its laboratory diagnosis is still costly; thus, the triglyceride-glucose (TyG) index has been proposed as a surrogate method. Our aim was to provide a detailed analysis of cutoffs and test the hypothesis that the TyG index would present reasonable performance parameters for IR screening. This is a cross-sectional study with baseline data from 12,367 eligible participants of both sexes (aged 35-74 years) from the Brazilian Longitudinal Study of Adult Health. TyG correlation and agreement with the Homeostasis Model Assessment for Insulin Resistance were analyzed. Positive and negative predictive values (PV+, PV-) and likelihood ratio (LR+, LR-) were calculated. A moderate positive correlation between TyG and Homeostasis Model Assessment for Insulin Resistance was observed (Pearson r = 0.419). The area under the receiver operating characteristic curve of TyG for IR diagnosis was 0.742 and the optimal cutoff was 4.665, reaching a kappa agreement value of 0.354. For this cutoff, a PV+ of 59.3% and PV- of 76.0%, as well as an LR+ of 2.07 and LR- of 0.45 were obtained. Alternatively, because high sensitivity is desired for screening tests, selecting a lower cutoff, such as 4.505, increases the PV- to 82.1%, despite decreasing the PV+ to 50.8%. We conclude that TyG has important performance limitations for detecting IR, but that it may still be reasonably useful to help screening for IR in adults because it can be calculated from low-cost routine blood tests.
Collapse
|
2
|
de Oliveira MDF, Carvalho ARDS, Siqueira BS, de Almeida BEM, Viera CS, Machineski GG, Toso BRGDO, Grassiolli S. Body mass index and abdominal waist values are related to increased cardiometabolic risk in schoolchildren aged five to ten years. REVISTA PAULISTA DE PEDIATRIA : ORGAO OFICIAL DA SOCIEDADE DE PEDIATRIA DE SAO PAULO 2023; 42:e2022113. [PMID: 37436241 PMCID: PMC10332432 DOI: 10.1590/1984-0462/2024/42/2022113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 01/29/2023] [Indexed: 07/13/2023]
Abstract
OBJECTIVE To evaluate the frequency of obesity and cardiometabolic risk in schoolchildren under ten years old. METHODS This is a cross-sectional study with schoolchildren (n=639) aged five to ten years in a municipally of southern of Brazil. The cardiometabolic risk was calculated from values of body mass index (BMI), waist circumference (WC), diastolic (DBP) and systolic blood pressure (SBP), blood glucose levels, triglycerides and total cholesterol (TC). Odds ratio (OR), Spearman correlation and principal component analysis (PCA) were analyzed. RESULTS Independent of sex, elevated WC and BMI were related to higher values of SBP, DBP, and TC in schoolchildren. The frequency of cardiometabolic risk was 6.0% in girls and 9.9% in boys. Schoolchildren with elevated values of SBP, triglycerides and TC presented high OR for cardiometabolic risk. PCA indicated that schoolchildren with high WC (p>80) presented more frequently altered glucose levels, triglycerides, and TC. CONCLUSIONS Obesity, especially when associated with elevated WC, is related to metabolic dysfunctions and cardiometabolic risk in schoolchildren under ten years of age. These findings indicate the urgency of stablishing metabolic risk for this age group, enabling early diagnosis and adequate treatment, to prevent the development of diabetes and cardiovascular dysfunction throughout life.
Collapse
|
3
|
Reckziegel MB, Nepomuceno P, Machado T, Renner JDP, Pohl HH, Nogueira-de-Almeida CA, de Mello ED. The triglyceride-glucose index as an indicator of insulin resistance and cardiometabolic risk in Brazilian adolescents. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2023; 67:153-161. [PMID: 36651702 PMCID: PMC10689041 DOI: 10.20945/2359-3997000000506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 05/11/2022] [Indexed: 01/19/2023]
Abstract
Objective To set cutoff points for the triglyceride and glucose index (TyG) as a marker of insulin resistance (IR) for the pediatric population. Subjects and methods This was a cross-sectional study with schoolchildren population-based data using data of 377 schoolchildren age 10 to 17 years of both sexes. We studied metabolic variables associated with IR indicators, such as fasting insulin and blood glucose, to calculate the homeostatic model assessment (HOMA-IR), and we studied triglycerides (TG) to determine the TyG index. We obtained TyG cutoff values for IR using the receiver operation characteristic (ROC), with definitions of sensitivity (Sen), specificity (Spe), and area under the ROC curve (AUC), with the HOMA-IR as reference. Results The cutoff points of the TyG index for IR in adolescents are 7.94 for both sexes, 7.91 for boys, and 7.94 for girls, indicating moderate discriminatory power. When we also considered anthropometric variables of excess weight [TyG-BMI (body mass index)] and visceral fat [TyG-WC (waist circumference)], these indexes reached AUC values higher than 0.72, enhancing their potential use for a good diagnosis. Conclusion TyG has proven to be a useful instrument for identifying IR in adolescent health screening, with high discrimination capacity when added to anthropometric variables, making it a feasible and inexpensive option.
Collapse
Affiliation(s)
- Miriam Beatrís Reckziegel
- Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brasil
- Departamento de Ciências da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil,
| | - Patrik Nepomuceno
- Departamento de Ciências da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil
- Institute of Health Policy, Management and Evaluation, University of Toronto (UofT), Toronto, ON, Canada
- Kite Research Institute, Lyndhurst Centre, University Health Network (UHN), Toronto, ON, Canada
| | - Tania Machado
- Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brasil
| | - Jane Dagmar Pollo Renner
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil
| | - Hildegard Hedwig Pohl
- Departamento de Ciências da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (Unisc), Santa Cruz do Sul, RS, Brasil
| | | | - Elza Daniel de Mello
- Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brasil
| |
Collapse
|
4
|
Effects of Endurance Exercise Intensities on Autonomic and Metabolic Controls in Children with Obesity: A Feasibility Study Employing Online Exercise Training. Nutrients 2023; 15:nu15041054. [PMID: 36839416 PMCID: PMC9963256 DOI: 10.3390/nu15041054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/09/2023] [Accepted: 02/16/2023] [Indexed: 02/23/2023] Open
Abstract
Exercise is one of the major determinants of a healthy lifestyle, which is particularly important in childhood and serves as a powerful preventive tool. On the other hand, obesity and arterial hypertension rates are increasing in children, representing a huge risk for developing major cardiovascular and metabolic diseases in adult life. Of fundamental importance is the modality and volume of exercise required to obtain benefits. In this feasibility study, we considered a group of obese children, studied before and after a 12-week online exercise training program, and subdivided the participants into two groups considering the volume of exercise performed (above or below 1200 MET·min/week). This threshold level was applied in two different ways: subdivision A considered the total weekly physical activity volume (considering both time spent walking for at least 10 min consecutively and time spent performing structured exercise) and subdivision B considered only the weekly volume of structured exercise. We assessed autonomic and metabolic control and auxological and lifestyle parameters. We observed that the improved volume of structured exercise was associated with reduced arterial pressure percentile only in subdivision B and an improvement in markers of vagal and metabolic control was evident. Moreover, the 12-week online exercise training program, defined considering individual fitness level and progressively adapted as the goal was reached, proved to be sustainable from an economical and organizational point of view.
Collapse
|
5
|
Zingale VD, D’Angiolini S, Chiricosta L, Calcaterra V, Selvaggio GGO, Zuccotti G, Destro F, Pelizzo G, Mazzon E. Does Childhood Obesity Trigger Neuroinflammation? Biomedicines 2022; 10:biomedicines10081953. [PMID: 36009499 PMCID: PMC9405861 DOI: 10.3390/biomedicines10081953] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/02/2022] [Accepted: 08/10/2022] [Indexed: 11/16/2022] Open
Abstract
Childhood obesity is constantly increasing around the world, and it has become a major public health issue. Considerable evidence indicates that overweight and obesity are important risk factors for the development of comorbidities such as cognitive decline, neuroinflammation and neurodegenerative diseases. It is known that during obesity, adipose tissue undergoes immune, metabolic and functional changes which could induce a neuroinflammatory response of the central nervous system (CNS). In this context, to inspect if obesity can start to trigger the neuroinflammation from a pediatric age, we surgically collected and analyzed adipose tissue from the periumbilical area of three obese children (AT-OB) and two normal-weight children (AT-Ctrl). We considered the transcriptomic profile of our samples to detect alterations in different biological processes that might be also involved in the inflammatory and neuroinflammatory response. Our results show alterations of lipid and fatty acids metabolism in AT-OB compared to the AT-Ctrl. We also observed an onset of inflammatory response in AT-OB. Interestingly, among the genes involved in neuroinflammation, GRN and SMO were upregulated, while IFNGR1 and SNCA were downregulated. Our study highlights that obesity may trigger inflammation and neuroinflammation from a pediatric age.
Collapse
Affiliation(s)
- Valeria Domenica Zingale
- IRCCS Centro Neurolesi “Bonino-Pulejo”, Via Provinciale Palermo, Contrada Casazza, 98124 Messina, Italy
| | - Simone D’Angiolini
- IRCCS Centro Neurolesi “Bonino-Pulejo”, Via Provinciale Palermo, Contrada Casazza, 98124 Messina, Italy
| | - Luigi Chiricosta
- IRCCS Centro Neurolesi “Bonino-Pulejo”, Via Provinciale Palermo, Contrada Casazza, 98124 Messina, Italy
| | - Valeria Calcaterra
- Department of Internal Medicine, University of Pavia, 27100 Pavia, Italy
- Pediatric Department, “V. Buzzi” Children’s Hospital, 20154 Milan, Italy
| | | | - Gianvincenzo Zuccotti
- Pediatric Department, “V. Buzzi” Children’s Hospital, 20154 Milan, Italy
- Department of Biomedical and Clinical Science, University of Milan, 20157 Milan, Italy
| | - Francesca Destro
- Pediatric Surgery Department, “V. Buzzi” Children’s Hospital, 20154 Milan, Italy
| | - Gloria Pelizzo
- Pediatric Surgery Department, “V. Buzzi” Children’s Hospital, 20154 Milan, Italy
- Department of Biomedical and Clinical Science, University of Milan, 20157 Milan, Italy
| | - Emanuela Mazzon
- IRCCS Centro Neurolesi “Bonino-Pulejo”, Via Provinciale Palermo, Contrada Casazza, 98124 Messina, Italy
- Correspondence:
| |
Collapse
|
6
|
Araújo SP, da Silva A, Bressan J, Juvanhol LL, Castro LCV, Hermsdorff HHM. Fat Intake and High Triglyceride-Glucose Index in Individuals at Cardiometabolic Risk: An Isocaloric Substitution Analyses. JOURNAL OF THE AMERICAN NUTRITION ASSOCIATION 2022; 42:452-458. [PMID: 35939090 DOI: 10.1080/07315724.2022.2064001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Insulin resistance (IR) is an important risk factor for cardiovascular diseases, and the triglyceride-glucose index (TyG index) is a potential IR biomarker. Evidence also suggests that fat intake may modulate IR status, but this relationship remains unclear. Thus, the present study aimed to analyze the relationship between the TyG index and isocaloric replacement of macronutrients, including the profile of dietary fatty acids in individuals at cardiometabolic risk. This cross-sectional study enrolled 264 individuals at cardiometabolic risk (age 43.1 ± 16.3 years) who participated in a nutritional intervention study (ReBEC, id: RBR-5n4y2g). The baseline demographic, anthropometric, clinical, dietary, and lifestyle data were used. The TyG index was calculated using the formula ln [fasting triglycerides (mg/dL) × fasting plasma glucose (mg/dL)/2]. Multivariate nutrient density models were used to analyze isocaloric replacement of fatty acids (as 5% of energy). The chance of having a high TyG index (TyG index >8.83, median value) was decreased by 60% after replacing 5% of the energy intake of polyunsaturated fatty acid (PUFA), saturated fatty acid (SFA), and trans fatty acid (TFA) with monounsaturated fatty acid (MUFA) or PUFA and SFA with protein. Isocaloric replacement of PUFA, SFA, and TFA with MUFA and protein was associated with lower chances of having a high TyG index. These results indicate the importance of macronutrient and dietary fat profiles in the dietary planning of individuals at cardiometabolic risk.
Collapse
Affiliation(s)
- Susilane Pereira Araújo
- Department of Nutrition and Health, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Alessandra da Silva
- Department of Nutrition and Health, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Josefina Bressan
- Department of Nutrition and Health, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Leidjaira Lopes Juvanhol
- Department of Nutrition and Health, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | | |
Collapse
|
7
|
Pentraxin 3 and the TyG Index as Two Novel Markers to Diagnose NAFLD in Children. DISEASE MARKERS 2022; 2021:8833287. [PMID: 35059041 PMCID: PMC8764277 DOI: 10.1155/2021/8833287] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 11/12/2020] [Accepted: 02/20/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND The diagnosis of NAFLD requires a liver biopsy, which is difficult in children. This study explored the diagnostic value of pentraxin 3 (PTX-3) and the triglyceride-glucose (TyG) index for NAFLD in children. METHODS Sixty-eight children with NAFLD were selected as study subjects, and 68 healthy children enrolled during the same period served as controls. The TyG index was calculated, serum PTX-3 expression was detected by enzyme-linked immunosorbent assay, and the correlations between PTX-3 or the TyG index and clinical and biochemical indicators were analyzed. A receiver operating characteristics curve analysis and area under the curve (AUC) were used to evaluate diagnostic accuracy. RESULTS Serum PTX-3 level and the TyG index of the NAFLD patients were significantly higher than those of the healthy controls (P < 0.001), which was closely related with the BMI, ALT, and insulin resistance. The AUC of PTX-3 for diagnosing NAFLD was 0.731 (95% confidence interval [CI] 0.646-0.806), and the AUC of the TyG index for diagnosing NAFLD was 0.765 (95% CI 0.682-0.835). The AUC of PTX-3, the TyG index, and ALT for the combined diagnosis of NAFLD was 0.964 (95% CI 0.916-0.989). CONCLUSION PTX-3 and the TyG index are novel diagnostic biomarkers for NAFLD, as they effectively improved the diagnostic accuracy for NAFLD when combined with ALT.
Collapse
|
8
|
Zuccotti G, Calcaterra V, Mannarino S, D'Auria E, Bova SM, Fiori L, Verduci E, Milanese A, Marano G, Garbin M, Zirpoli S, Fabiano V, Carlucci P, Olivotto S, Gianolio L, De Santis R, Pelizzo G, Zoia E, Dilillo D, Biganzoli EM. Six-month multidisciplinary follow-up in multisystem inflammatory syndrome in children: An Italian single-center experience. Front Pediatr 2022; 10:1080654. [PMID: 36776681 PMCID: PMC9909209 DOI: 10.3389/fped.2022.1080654] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 12/30/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND A severe multisystem inflammatory syndrome in children (MIS-C) related to SARS-CoV-2 has been described after infection. A limited number of reports have analyzed the long-term complications related to pro-inflammatory status in MIS-C. We evaluated multiorgan impairment at the 6-month follow-up in MIS-C. METHODS We enrolled 33 pediatric patients consecutively hospitalized for MIS-C and monitored for almost 6 months. The inter-relationship of patient's features and disease severity at admission with long term complications was studied by multivariate analysis. RESULTS Endo-metabolic derangement, cardiac injury, respiratory, renal and gastrointestinal manifestations and neurological involvement are part of the initial presentation. The most abnormalities appear to resolve within the first few weeks, without significant long term dysfunction at the 6-months follow-up, except for endocrine (non-thyroidal illness syndrome in 12.1%, insulin resistance in 21.2%) and neurological system (27.3% cognitive or psychological, behavioral, adaptive difficulties). Endocrine and heart involvement at admission represent a significant factor on the long term sequelae; however no association between severity score and long-term outcome was noted. CONCLUSIONS The severity of initial clinical presentation may be associated to organ domain, however it is not related to long term sequelae. The prevalent organ restoration supports a predominant indirect immune-mediated injury triggered by a systemic inflammatory response; however a direct damage due to the viral entry could be not excluded. Eventhought our preliminary results seem to suggest that MIS-C is not a long-term risk condition for children health, a longer follow-up is mandatory to confirm this hypothesis.
Collapse
Affiliation(s)
- Gianvincenzo Zuccotti
- Department of Biomedical and Clinical Science, University of Milan, Milan, Italy.,Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | - Valeria Calcaterra
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy.,Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Savina Mannarino
- Pediatric Cardiology Unit, Buzzi Children's Hospital, Milan, Italy
| | - Enza D'Auria
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | | | - Laura Fiori
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | - Elvira Verduci
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy.,Department of Health Sciences, University of Milano, Milano, Italy
| | - Alberto Milanese
- Medical Statistics Unit, Department of Biomedical and Clinical Sciences, "Luigi Sacco" University Hospital, University of Milan, Milan, Italy
| | - Giuseppe Marano
- Medical Statistics Unit, Department of Biomedical and Clinical Sciences, "Luigi Sacco" University Hospital, University of Milan, Milan, Italy
| | - Massimo Garbin
- Pediatric Cardiology Unit, Buzzi Children's Hospital, Milan, Italy
| | | | - Valentina Fabiano
- Department of Biomedical and Clinical Science, University of Milan, Milan, Italy.,Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | | | - Sara Olivotto
- Pediatric Neurology Unit, Buzzi Children's Hospital, Milan, Italy
| | - Laura Gianolio
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | | | - Gloria Pelizzo
- Pediatric Surgery Department, Buzzi Children's Hospital, Milan, Italy
| | - Elena Zoia
- Intensive Care Unit, Buzzi Children's Hospital, Milan, Italy
| | - Dario Dilillo
- Pediatric Department, Buzzi Children's Hospital, Milan, Italy
| | - Elia Mario Biganzoli
- Medical Statistics Unit, Department of Biomedical and Clinical Sciences, "Luigi Sacco" University Hospital, University of Milan, Milan, Italy
| |
Collapse
|
9
|
Vidal-Ostos F, Ramos-Lopez O, Blaak EE, Astrup A, Martinez JA. The triglyceride-glucose index as an adiposity marker and a predictor of fat loss induced by a low-calorie diet. Eur J Clin Invest 2022; 52:e13674. [PMID: 34453322 DOI: 10.1111/eci.13674] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/08/2021] [Accepted: 07/12/2021] [Indexed: 01/16/2023]
Abstract
BACKGROUND This study aimed to investigate the putative role of the triglyceride-glucose index (TyG index) computed as ln[TG (mg/dl) × glucose (mg/dl)/2] and derived proxies as predictors of adiposity and weight loss changes after a low-calorie diet (LCD) intervention. METHODS A total of 744 adult participants from the multicentre DIOGenes intervention study were prescribed a LCD (800 kcal/day) during 8 weeks. Body composition and fat content at baseline and after 8 weeks were estimated by DEXA/BIA. A multivariate analysis approach was used to estimate the difference in ΔWeight1-2 (kg), ΔBMI1-2 (kg/m2 ) or ΔFat1-2 (%) between the basal value (point 1) and after 8 weeks following a LCD (point 2), respectively. The TyG index at baseline (TyG1 ), after following the LCD for 8 weeks (TyG2 ) or the TyG index differences between both time points (ΔTyG1-2 ) were analysed as predictors of weight and fat changes. RESULTS TyG1 was associated with ΔWeight1-2 (kg) and ΔBMI1-2 (kg/m2 ), with β = 0.812 (p = .017) and β = 0.265 (p = .018), respectively. Also, TyG2 values were inversely related to ΔFat1-2 (%), β = -1.473 (p = .015). Moreover, ΔTyG1-2 was associated with ΔWeight1-2 (kg) and ΔFat1-2 (%), β = 0.689 (p = .045) and β = 1.764 (p = .002), respectively. Furthermore, an association between TyG2 and resistance to fat loss was found (p = .015). CONCLUSION TyG1 index is a good predictor of weight loss induced by LCD. Moreover, TyG2 was closely related to resistance to fat loss, while ΔTyG1-2 values were positively associated with body fat changes. Therefore, TyG index and derived estimations could be used as markers of individualized responses to energy restriction and a surrogate of body composition outcomes in clinical/epidemiological settings in obesity conditions.
Collapse
Affiliation(s)
| | - Omar Ramos-Lopez
- Medicine and Psychology School, Autonomous University of Baja California, Tijuana, Mexico
| | - Ellen E Blaak
- Department of Human Biology, NUTRIM, School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Arne Astrup
- Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Jose Alfredo Martinez
- Navarra's Health Research Institute (IdiSNA), Pamplona, Spain.,CIBERobn Physiopathology of Obesity and Nutrition, Carlos III Health Institute, Madrid, Spain.,Precision Nutrition Program, IMDEA Food Institute, CEI UAM + CSIC, Madrid, Spain
| |
Collapse
|
10
|
Verduci E, Risé P, Di Profio E, Fiori L, Vizzuso S, Dilillo D, Mannarino S, Zoia E, Calcaterra V, Pinna C, Sala A, Zuccotti G. Blood Fatty Acids Profile in MIS-C Children. Metabolites 2021; 11:metabo11110721. [PMID: 34822379 PMCID: PMC8624489 DOI: 10.3390/metabo11110721] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 01/21/2023] Open
Abstract
MIS-C (multisystem inflammatory syndrome in children) linked to SARS-CoV-2 infection, is a pathological state observed in subjects younger than 21 years old with evidence of either current SARS-CoV-2 infection or exposure within the 4 weeks prior to the onset of symptoms, the presence of documented fever, elevated markers of inflammation, at least two signs of multisystem involvement, and, finally, lack of an alternative diagnosis. They share with adult COVID-19 patients the presence of altered markers of inflammation, but unlike most adults the symptoms are not pulmonary but are affecting several organs. Lipid mediators arising from polyunsaturated fatty acids (PUFA) play an important role in the inflammatory response, with arachidonic acid-derived compounds, such as prostaglandins and leukotrienes, mainly pro-inflammatory and ω3 PUFA metabolites such as resolvins and protectins, showing anti-inflammatory and pro-resolution activities. In order to assess potential alterations of these FA, we evaluated the blood fatty acid profile of MIS-C children at admission to the hospital, together with biochemical, metabolic and clinical assessment. All the patients enrolled showed altered inflammatory parameters with fibrinogen, D-dimer, NT-proBNP, ferritin, aspartate aminotransferase (AST), C-reactive protein (CRP) and TrygIndex levels over the reference values in all the subjects under observation, while albumin and HDL-cholesterol resulted below the normal range. Interestingly, linoleic acid (LA), arachidonic acid (AA) and the ω3 PUFA docosahexaenoic acid (DHA) results were lower in our study when compared to relative amounts reported in the other studies, including from our own laboratory. This significant alteration is pointing out to a potential depletion of these PUFA as a result of the systemic inflammatory condition typical of these patients, suggesting that LA- and AA-derived metabolites may play a critical role in this pathological state, while ω3 PUFA-derived pro-resolution metabolites in these subjects may not be able to provide a timely, physiological counterbalance to the formation of pro-inflammatory lipid mediators. In conclusion, this observational study provides evidence of FA alterations in MIS-C children, suggesting a significant contribution of ω6 FA to the observed inflammatory state, and supporting a potential dietary intervention to restore an appropriate balance among the FAs capable of promoting the resolution of the observed inflammatory condition.
Collapse
Affiliation(s)
- Elvira Verduci
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
- Department of Health Sciences, University of Milano, 20142 Milano, Italy
| | - Patrizia Risé
- Department of Pharmaceutical Sciences, University of Milan, 20133 Milano, Italy; (P.R.); (C.P.)
| | - Elisabetta Di Profio
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
- Department of Animal Sciences for Health, Animal Production and Food Safety, University of Milan, 20133 Milan, Italy
| | - Laura Fiori
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
| | - Sara Vizzuso
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
| | - Dario Dilillo
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
| | - Savina Mannarino
- Pediatric Cardiology Unit, “Vittore Buzzi” Children’s Hospital, 20154 Milano, Italy;
| | - Elena Zoia
- Anesthesia and Intensive Care Unit, “Vittore Buzzi” Children’s Hospital, 20154 Milano, Italy;
| | - Valeria Calcaterra
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
- Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, 27100 Pavia, Italy
| | - Christian Pinna
- Department of Pharmaceutical Sciences, University of Milan, 20133 Milano, Italy; (P.R.); (C.P.)
| | - Angelo Sala
- Department of Pharmaceutical Sciences, University of Milan, 20133 Milano, Italy; (P.R.); (C.P.)
- IRIB, C.N.R., 90146 Palermo, Italy
- Correspondence:
| | - Gianvincenzo Zuccotti
- Pediatric Department, “Vittore Buzzi” Children’s Hospital, 20154 Milan, Italy; (E.V.); (E.D.P.); (L.F.); (S.V.); (D.D.); (V.C.); (G.Z.)
| |
Collapse
|
11
|
Sánchez-Escudero V, García Lacalle C, González Vergaz A, Mateo LR, Marqués Cabrero A. The triglyceride/glucose index as an insulin resistance marker in the pediatric population and its relation to eating habits and physical activity. ENDOCRINOL DIAB NUTR 2021; 68:296-303. [PMID: 34556259 DOI: 10.1016/j.endien.2020.08.015] [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: 05/17/2020] [Accepted: 08/27/2020] [Indexed: 10/20/2022]
Abstract
INTRODUCTION To examine the triglyceride/glucose index (TyG) as an insulin resistance marker in obese children and adolescents and its relation to clinical and biochemical parameters, body composition and lifestyle. PATIENTS AND METHOD Sixty patients aged 7-16 years of age were enrolled. Anthropometric variables were recorded, together with pubertal stage, blood pressure and body composition assessed by bioimpedance. The TyG index was calculated as ln (fasting glucose (mg/dL) × triglycerides (mg/dL))/2 and the HOMA (homeostatic model assessment) index as fasting insulin (μU/mL) × fasting glucose (mmol/L)/22.5. Feeding habits were documented by adherence to the Mediterranean dietary pattern questionnaire, while physical activity was assessed using the International Sedentary Assessment Tool (ISAT), as well as accelerometry (Actigraph wGT3X+). RESULTS The mean TyG index was 4.45 ± 0.18, and proved higher in the pubertal group. We found a positive correlation with the HOMA index (r = 0.39; P = 0.03) and TG/HDL-c index (r = 0.53; P < 0.001). The best cut-off point of the TyG index for predicting insulin resistance was 4.21 in prepubertal children (sensitivity 84%, specificity 100%; AUC: 0.84) and 4.33 in pubertal children (sensitivity 89%, specificity 69%; AUC: 0.61). A positive correlation was found with screen time (r = 0.39; P = 0.01), as well as a negative correlation with caloric expenditure (Kcal/day) in the prepubertal group (r = -0.81; P = 0.005). CONCLUSIONS The TyG index could be a useful insulin resistance marker in the pediatric population. Moderate to vigorous physical activity should be encouraged, as well as restricting screen time for leisure purposes, mainly in the prepubertal group.
Collapse
Affiliation(s)
| | - Concepción García Lacalle
- Servicio de Análisis Clínicos y Bioquímica Clínica, Hospital Universitario Severo Ochoa, Leganés, Madrid, Spain
| | - Amparo González Vergaz
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, Spain
| | - Laura Remedios Mateo
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, Spain
| | - Araceli Marqués Cabrero
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, Spain
| |
Collapse
|
12
|
Fuentes-Venado CE, Terán-Pérez G, Espinosa-Hernández VM, Martínez-Herrera E, Segura-Uribe JJ, Mercadillo RE, Pinto-Almazán R, Guerra-Araiza C. Nutritional Status Influences Oxidative Stress and Insulin Resistance in Preschool Children. Metab Syndr Relat Disord 2021; 19:513-523. [PMID: 34314624 DOI: 10.1089/met.2021.0021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background: Child malnutrition represents a major public health problem with physiological, psychological, and social short- and long-term implications. Objective: To compare the influence of nutritional status on oxidative stress (OS) markers in children aged 3-6 years. Methods: Children were categorized into four groups: underweight, normal weight, overweight, and obesity. Glucose (Glu), cholesterol (Chol), high-density lipoproteins, insulin, triacylglycerols (TG), triacylglycerols/glucose (TyG) index, and the homeostasis model assessment of insulin resistance (HOMA-IR) were analyzed. In addition, OS [malondialdehyde (MDA) and 3-nitrotyrosine (3-NT)] and antioxidant defense markers [superoxide dismutase (SOD), catalase (CAT), and the ratio of reduced/oxidized glutathione (GSH/GSSG)] were quantified. Results: Children with obesity showed significantly higher levels of MDA and 3-NT, and increased SOD activity compared with normal weight children. Glu, Chol, TG levels, TyG indexes, HOMA-IR, MDA, 3-NT, and SOD positively correlated with body mass index (BMI) and Centers for Disease Control and Prevention percentiles (CDC PC). However, CAT concentration and the GSH/GSSG ratio correlated negatively with BMI and CDC PC. In children with underweight, we found a positive correlation of TG levels and TyG indexes with BMI, whereas both markers positively correlated with BMI and CDC PC in children with overweight. MDA negatively correlated with BMI in children with underweight, while a positive association was observed in children with overweight. Finally, SOD, CAT, and GSH/GSSG negatively correlated with both BMI and CDC PC in children with overweight. Conclusions: Malnutrition, especially obesity, is associated with metabolic and OS disturbances in preschool children. It is urgent to design strategies to prevent malnutrition in this age group since this stage of development is crucial to potentially avoid future co-morbidities.
Collapse
Affiliation(s)
- Claudia Erika Fuentes-Venado
- Doctorado en Ciencias Biológicas y de la Salud-Universidad Autónoma Metropolitana, Mexico City, Mexico.,Servicio de Medicina Física y Rehabilitación, Hospital General de Zona No. 197, Texcoco, Mexico.,Unidad de Investigación Médica en Farmacología, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Guadalupe Terán-Pérez
- Clínica de Trastornos del Sueño, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico
| | - Victor Manuel Espinosa-Hernández
- Maestría en Ciencias de la Salud, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City, Mexico.,Unidad de Investigación, Hospital Regional de Alta Especialidad de Ixtapaluca, Ixtapaluca, Mexico
| | - Erick Martínez-Herrera
- Unidad de Investigación, Hospital Regional de Alta Especialidad de Ixtapaluca, Ixtapaluca, Mexico.,Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Julia J Segura-Uribe
- Subdirección de Gestión de la Investigación, Hospital Infantil de México Federico Gómez, Secretaría de Salud, Mexico City, Mexico
| | - Roberto E Mercadillo
- Consejo Nacional de Ciencia y Tecnología, Mexico City, Mexico.,Departamento de Biología de la Reproducción, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico
| | - Rodolfo Pinto-Almazán
- Unidad de Investigación, Hospital Regional de Alta Especialidad de Ixtapaluca, Ixtapaluca, Mexico.,Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City, Mexico
| | - Christian Guerra-Araiza
- Servicio de Medicina Física y Rehabilitación, Hospital General de Zona No. 197, Texcoco, Mexico
| |
Collapse
|
13
|
Impaired Glucose-Insulin Metabolism in Multisystem Inflammatory Syndrome Related to SARS-CoV-2 in Children. CHILDREN-BASEL 2021; 8:children8050384. [PMID: 34067965 PMCID: PMC8152288 DOI: 10.3390/children8050384] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 05/08/2021] [Accepted: 05/11/2021] [Indexed: 11/16/2022]
Abstract
An interaction between metabolic glucose impairment and coronavirus disease 2019 is reported. The development of a severe multisystem inflammatory syndrome in children (MIS-C) related to SARS-CoV-2 infection has been described. We evaluated the impact of MIS-C on glycemic patterns in pediatric patients. A group of 30 children and adolescents affected by MIS-C were considered; all patients were normal weight. Clinical and biochemical assessments, including surrogate markers of insulin resistance (IR) such as homeostasis model analysis-IR (HOMA-IR) and triglyceride-glucose (TyG) indexes, were recorded. Patients were also invited to undergo an intermittently scanned continuous glucose monitoring (isCGM). HOMA-IR index was calculated in 18 patients (60%), of which 17 (94%) revealed a pathological value. TyG index was computed for all patients and pathological values were detected in all cases. In 15 patients, isCGM data were recorded on average for 9 days (±3 days). Overall, average glucose was 105 mg/dL (±16 mg/dL) and average time spent in the 70-180 mg/dL range (TIR) was 93.76%, with nearly 10% of glucose readings in the 141-180 mg/dL range; glycemic fluctuations over the hyperglycemic threshold were detected in four patients. Regular glucose monitoring may be useful to prevent metabolic imbalance and obtain a better outcome.
Collapse
|
14
|
Evaluation of Plasma AA/DHA+EPA Ratio in Obese Romanian Children. REV ROMANA MED LAB 2021. [DOI: 10.2478/rrlm-2021-0002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
The aim of the study was to evaluate the plasma profile of arachidonic acid (AA), docosahexaenoic acid (DHA), and eicosapentaenoic acid (EPA), as well to analyze the relationship of Omega 6/Omega 3 ratio with anthropo-metric parameters and insulin resistance markers.
Material and methods: Plasma levels of free fatty acids (FFAs) were measured using a high-throughput LC-MS AB Sciex4600 in 202 children (127 obese and 75 non-obese), age and sex-matched. Lipid and glucose profiles were assessed with current laboratory methods, while insulin resistance and beta-cell function were evaluated using HOMA-IR and HOMA-β respectively.
Results: In obese children, AA and AA/(DHA+EPA) ratio were significantly higher regardless of age and gender. In the lowest quartile of DHA, there was a clear trend for insulin resistance, with plasma insulin level, HOMA-IR, and HOMA-β significantly higher compared to the highest quartile of DHA. After adjustment for age and gender DHA remains a negative predictive factor for insulin resistance. Waist-to-height ratio (WHtR), a marker of visceral obesity was higher in children with a higher AA/(DHA+EPA) ratio.
Conclusions: In obese children, the AA is higher in concordance with insulin resistance. Additionally, children with a higher AA/(DHA+EPA) ratio have greater BMI, fat mass, waist circumference, and WHtR, important indicators of central adiposity, and cardio-metabolic disorders. LC/MS is a versatile tool for Omega ratio assessment, especially in children where the sample size is a limiting factor for metabolic and nutrition evaluation.
Collapse
|
15
|
Sánchez-Escudero V, García Lacalle C, González Vergaz A, Remedios Mateo L, Marqués Cabrero A. The triglyceride / glucose index as an insulin resistance marker in the pediatric population and its relation to eating habits and physical activity. ACTA ACUST UNITED AC 2021; 68:296-303. [PMID: 33579639 DOI: 10.1016/j.endinu.2020.08.008] [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] [Received: 05/17/2020] [Revised: 08/25/2020] [Accepted: 08/27/2020] [Indexed: 11/28/2022]
Abstract
INTRODUCTION To examine the triglyceride/glucose index (TyG) as an insulin resistance marker in obese children and adolescents and its relation to clinical and biochemical parameters, body composition and lifestyle. PATIENTS AND METHOD Sixty patients aged 7-16 years of age were enrolled. Anthropometric variables were recorded, together with pubertal stage, blood pressure and body composition assessed by bioimpedance. The TyG index was calculated as ln (fasting glucose (mg/dL)×triglycerides (mg/dL))/2 and the HOMA (homeostatic model assessment) index as fasting insulin (μU/mL)×fasting glucose (mmol/L)/22.5. Feeding habits were documented by adherence to the Mediterranean dietary pattern questionnaire, while physical activity was assessed using the International Sedentary Assessment Tool (ISAT), as well as accelerometry (Actigraph wGT3X+). RESULTS The mean TyG index was 4.45±0.18, and proved higher in the pubertal group. We found a positive correlation with the HOMA index (r=0.39; P=.03) and TG/HDL-c index (r=0.53; P<.001). The best cut-off point of the TyG index for predicting insulin resistance was 4.21 in prepubertal children (sensitivity 84%, specificity 100%; AUC: 0.84) and 4.33 in pubertal children (sensitivity 89%, specificity 69%; AUC: 0.61). A positive correlation was found with screen time (r=0.39; P=.01), as well as a negative correlation with caloric expenditure (Kcal/day) in the prepubertal group (r=-0.81; P=.005). CONCLUSIONS The TyG index could be a useful insulin resistance marker in the pediatric population. Moderate to vigorous physical activity should be encouraged, as well as restricting screen time for leisure purposes, mainly in the prepubertal group.
Collapse
Affiliation(s)
| | - Concepción García Lacalle
- Servicio de Análisis Clínicos y Bioquímica Clínica, Hospital Universitario Severo Ochoa, Leganés, Madrid, España
| | - Amparo González Vergaz
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, España
| | - Laura Remedios Mateo
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, España
| | - Araceli Marqués Cabrero
- Unidad de Endocrinología Pediátrica, Hospital Universitario Severo Ochoa, Leganés, Madrid, España
| |
Collapse
|
16
|
Zhao Q, Chu Y, Pan H, Zhang M, Ban B. Association between triglyceride glucose index and peak growth hormone in children with short stature. Sci Rep 2021; 11:1969. [PMID: 33479436 PMCID: PMC7820337 DOI: 10.1038/s41598-021-81564-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 01/05/2021] [Indexed: 11/10/2022] Open
Abstract
Growth hormone (GH) secretion is related to many factors, such as weight and puberty, and the reproducibility of GH provocation tests is very poor. This study aimed to evaluate whether the triglyceride (TyG) index was associated with peak GH in children with short stature. This study included 1095 children with short stature divided into two groups based on peak GH level in GH provocation tests [GH deficiency (GHD) group = 733 children; non-GHD group = 362 children]. We found that the TyG index was significantly higher in the GHD group than in the non-GHD group (P < 0.001). A nonlinear relationship was detected between the TyG index and peak GH, whose point was 7.8. A significant negative association between the TyG index and peak GH was observed when the TyG index was greater than 7.8 (β - 2.61, 95% CI - 3.98, - 1.24; P < 0.001), whereas, the relationship between the TyG index and peak GH was not significant when the TyG index was lower than 7.8 (β 0.25, 95% CI - 1.68, 2.17; P = 0.799). There is a nonlinear relationship between the TyG index and peak GH, and a higher TyG index is associated with decreased peak GH in children with short stature.
Collapse
Affiliation(s)
- Qianqian Zhao
- Department of Endocrinology, Qingdao University, Qingdao, 266071, Shandong, People's Republic of China
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
| | - Yuntian Chu
- School of Health Management and Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, People's Republic of China
| | - Hui Pan
- Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, People's Republic of China
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
| | - Mei Zhang
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
| | - Bo Ban
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
| |
Collapse
|
17
|
Castorani V, Polidori N, Giannini C, Blasetti A, Chiarelli F. Insulin resistance and type 2 diabetes in children. Ann Pediatr Endocrinol Metab 2020; 25:217-226. [PMID: 33401880 PMCID: PMC7788344 DOI: 10.6065/apem.2040090.045] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/05/2020] [Indexed: 12/27/2022] Open
Abstract
Type 2 diabetes (T2D) is an emerging health risk in obese children and adolescents. Both environmental (lack of physical activity, excess nutritional intake, sedentary lifestyle) and genetic factors contribute to this global epidemic. The growing prevalence of T2D in youth is also associated with a consistently increased incidence of metabolic and cardiovascular complications. Insulin resistance (IR), i.e., whole-body decreased glucose uptake in response to physiological insulin levels, determines impaired glucose homeostasis and it is recognized as cardinal trigger of T2D and cardiovascular disease in both adults and children. In particular, IR and beta-cell dysfunction lead to the persistent hyperglycemia which characterizes T2D. Indeed, both pathological states influence each other and presumably play a crucial, synergistic role in the pathogenesis of T2D, although the precise mechanisms are not completely understood. However, beta-cell dysfunction and IR induce impaired glucose metabolism, thus leading to the progression to T2D. Therefore, understanding the mechanisms correlated with the decline of beta-cell function and IR is crucial in order to control, prevent, and treat T2D in youth. This review focuses on the current knowledge regarding IR and T2D in children and adolescents and showcases interesting opportunities and stimulating challenges for the development of new preventative approaches and therapeutic strategies for young patients with T2D.
Collapse
Affiliation(s)
| | - Nella Polidori
- Department of Pediatrics, University of Chieti, Chieti, Italy
| | - Cosimo Giannini
- Department of Pediatrics, University of Chieti, Chieti, Italy
| | | | - Francesco Chiarelli
- Department of Pediatrics, University of Chieti, Chieti, Italy,Address for correspondence: Francesco Chiarelli, MD, PhD Department of Pediatrics, University of Chieti, Via dei Vestini, 5, I-66100 Chieti, Italy Tel: +39-0871-358015 Fax: +39-0871-574538 E-mail:
| |
Collapse
|
18
|
Dikaiakou E, Vlachopapadopoulou EA, Paschou SA, Athanasouli F, Panagiotopoulos Ι, Kafetzi M, Fotinou A, Michalacos S. Τriglycerides-glucose (TyG) index is a sensitive marker of insulin resistance in Greek children and adolescents. Endocrine 2020; 70:58-64. [PMID: 32557329 DOI: 10.1007/s12020-020-02374-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 05/29/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE To investigate the association between Triglyceride-glucose (TyG) index and the Homeostasis Model Assessment of Insulin Resistance (HOMA-IR) and Matsuda indices in Greek obese children and adolescents, in order to assess whether it could be used as a predictor of insulin resistance. METHODS 367 children (47.7% boys) with mean age of 9.9 ± 2.3 years, who were investigated for obesity, were included. After overnight fasting, TyG and HOMA-IR indices were calculated in all participants. In a subpopulation of 72 children Matsuda index was also calculated. RESULTS 48.8% and 36.1% of the participants had insulin resistance according to HOMA-IR and Matsuda index respectively. TyG was significantly and positively correlated with BMI, ΗΟΜΑ-IR, lipid profile and Matsuda index. ROC curve analysis for TyG showed that the optimal cutoff value for the prediction of insulin resistance (HOMA-IR) was 7.96 with sensitivity 65% and specificity 58%. The area under the curve (AUC) was 0.65 which significantly differs from 0.5 (p < 0.001). Similarly, the optimal cutoff value of TyG index for predicting insulin resistance as evidenced by Matsuda was 7.91 with sensitivity 85% and specificity 61%. The AUC was 0.75 (p < 0.001). The odds for insulin resistance (with HOMA-IR) was 2.54 times greater for subjects with TyG higher than 7.96, while the odds for insulin resistance (with Matsuda) was 8.56 times greater for subjects with TyG more than 7.91. CONCLUSIONS TyG index shows a positive correlation with insulin resistance among children and adolescents, however further studies are needed to clarify its predictive ability.
Collapse
Affiliation(s)
- Eirini Dikaiakou
- Department of Endocrinology, Growth and Development, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| | | | - Stavroula A Paschou
- Division of Endocrinology and Diabetes, "Aghia Sophia" Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Fani Athanasouli
- Department of Endocrinology, Growth and Development, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| | - Ιoannis Panagiotopoulos
- Department of Endocrinology, Growth and Development, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| | - Maria Kafetzi
- Department of Biochemistry, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| | - Aspasia Fotinou
- Department of Biochemistry, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| | - Stephanos Michalacos
- Department of Endocrinology, Growth and Development, "P. & A. Kyriakou" Children's Hospital, Athens, Greece
| |
Collapse
|
19
|
Alizargar J, Hsieh NC, Wu SFV. The correct formula to calculate triglyceride-glucose index (TyG). J Pediatr Endocrinol Metab 2020; 33:945-946. [PMID: 32639943 DOI: 10.1515/jpem-2019-0579] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 04/03/2020] [Indexed: 11/15/2022]
Affiliation(s)
- Javad Alizargar
- Research Center for Healthcare Industry Innovation, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan
| | - Nan-Chen Hsieh
- Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan
| | - Shu-Fang Vivienne Wu
- College of Nursing, School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan
| |
Collapse
|
20
|
TAG-glucose (TyG) index in childhood: an estimate of cut-off points and the relation to cardiometabolic risk in 4- to 9-year-old children. Public Health Nutr 2020; 24:2603-2610. [PMID: 32624056 DOI: 10.1017/s1368980020000944] [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: 11/07/2022]
Abstract
OBJECTIVE To propose cut-off points for the TAG-glucose (TyG) index in Brazilian children and evaluate the link to cardiometabolic risk. DESIGN A cross-sectional study with children from a municipality in Minas Gerais, Brazil. Anthropometric (weight, height, waist circumference and waist:height ratio), biochemical (lipid and glucose profile) and blood pressure (BP) tests were performed. Using the receiver operating characteristic curve, cut-off points for the TyG index were proposed according to sex using homoeostasis model of assessment - insulin resistance (IR) as the reference method. SETTING Viçosa, MG, Brazil. PARTICIPANTS Children aged 4-9 years (n 515). RESULTS The TyG index cut-off points to identify the risk of IR were 7·9 and 8·1 for boys and girls, respectively. We observed that 48·7 % of the children had an increased TyG index. The increased TyG index was associated with overweight, total body and central fat, increased BP and altered lipid profile. Children with an increased TyG index had a higher accumulation of cardiometabolic risk factors. CONCLUSIONS According to the cut-off points proposed by the current study, children at risk of IR estimated by the TyG index presented a higher cardiometabolic risk, including isolated risk factors, as to the higher accumulation of these.
Collapse
|
21
|
Calcaterra V, Larizza D, De Silvestri A, Albertini R, Vinci F, Regalbuto C, Dobbiani G, Montalbano C, Pelizzo G, Cena H. Gender-based differences in the clustering of metabolic syndrome factors in children and adolescents. J Pediatr Endocrinol Metab 2020; 33:279-288. [PMID: 31927520 DOI: 10.1515/jpem-2019-0134] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 11/18/2019] [Indexed: 02/04/2023]
Abstract
Background We depicted gender-differences in metabolic syndrome (MS) clustering before and after puberty in pediatrics, in order to develop gender specific preventive strategies for childhood obesity. Methods We considered 1079 children and adolescents (529 females and 550 males; mean age 11.5 ± 2.8 year). According to body mass index (BMI) percentiles the subjects were classified as normal weight BMI <75th, overweight BMI 75-95th and with obesity BMI >95th. MS was diagnosed when three of the following criteria for age and sex percentiles were met: BMI >95th, triglycerides (TGs) level >95th, high-density lipoprotein-cholesterol (HDL-c) level <5th, blood pressure (blood pressure) >95th percentile, fasting blood glucose (FBG) >100 mg/dL and/or homeostatic model assessment- insulin resistance (HOMA-IR) >97.5th percentile. Results The prevalence of dismetabolic factors was similar in both genders, except for pathological BP, which was higher in males (p = 0.02). MS was detected only in patients with obesity, with a higher prevalence in pubertal than late/post-pubertal subjects (p < 0.001), without any significant difference between gender. In pre-puberty, the most common MS combination was obesity (HBMI) + hypertension (HBP) + hyperglycemia/insulin resistance (HGLY/IR) followed by HBMI + low HDL-levels (LHDL) + HGLY/IR versus HBMI + HBP + HGLY/IR followed by HBMI + HBP + LHDL, respectively, in females and males. In the early and late/post-pubertal periods, the most prevalent combination remained similar to pre-puberty, additionally in both sexes other combinations, such as HBMI + HTG + HBP + HGLY/IR, HBMI + HBP + LHDL + HGLY/IR, HBMI + HTG + LHDL + HGLY/IR and HBMI + HTG + LHDL + HBP + HGLY/IR were also detected, differently distributed in males and females. Conclusions We confirm that MS is an important consequence related to obesity, particularly in the post-puberty stage. Some gender-based differences should be considered early in order to identify specific preventive and treatment strategies.
Collapse
Affiliation(s)
- Valeria Calcaterra
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Daniela Larizza
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Annalisa De Silvestri
- Biometry and Clinical Epidemiology, Scientific Direction, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Riccardo Albertini
- Laboratory of Clinical Chemistry, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Federica Vinci
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Corrado Regalbuto
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Giulia Dobbiani
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Chiara Montalbano
- Pediatric Endocrinologic Unit, Department of Maternal and Children's Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - Gloria Pelizzo
- Pediatric Surgery Department, "Vittore Buzzi" Children's Hospital, University of Milano, Milano, Italy
| | - Hellas Cena
- Clinical Nutrition and Dietetics Service, Unit of Internal Medicine and Endocrinology, ICS Maugeri IRCCS, Pavia, Italy.,Laboratory of Dietetics and Clinical Nutrition, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| |
Collapse
|
22
|
Answer to the Letter “TyG in insulin resistance prediction”. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2020. [DOI: 10.1016/j.jpedp.2019.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
23
|
Lopes WA, Oliveira GHD, Locateli JC, Simões CF. TyG in insulin resistance prediction. J Pediatr (Rio J) 2020; 96:132-133. [PMID: 31586561 PMCID: PMC9432341 DOI: 10.1016/j.jped.2019.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 09/06/2019] [Indexed: 11/17/2022] Open
Affiliation(s)
- Wendell Arthur Lopes
- Universidade Estadual de Maringá (UEM), Centro de Ciências da Saúde, Departamento de Educação Física, Curitiba, PR, Brazil.
| | - Gustavo Henrique de Oliveira
- Universidade Estadual de Maringá (UEM), Centro de Ciências da Saúde, Departamento de Educação Física, Curitiba, PR, Brazil
| | - João Carlos Locateli
- Universidade Estadual de Maringá (UEM), Centro de Ciências da Saúde, Departamento de Educação Física, Curitiba, PR, Brazil
| | - Caroline Ferraz Simões
- Universidade Estadual de Maringá (UEM), Centro de Ciências da Saúde, Departamento de Educação Física, Curitiba, PR, Brazil
| |
Collapse
|
24
|
TyG in insulin resistance prediction. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2020. [DOI: 10.1016/j.jpedp.2019.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
25
|
Vieira-Ribeiro SA, Fonseca PCA, Andreoli CS, Ribeiro AQ, Hermsdorff HHM, Pereira PF, Priore SE, Franceschini SCC. Answer to the letter "TyG in insulin resistance prediction". J Pediatr (Rio J) 2020; 96:133-134. [PMID: 31586560 PMCID: PMC9432076 DOI: 10.1016/j.jped.2019.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
| | | | | | - Andréia Q Ribeiro
- Universidade Federal de Viçosa (UFV), Departamento de Nutrição e Saúde, Viçosa, MG, Brazil
| | - Helen H M Hermsdorff
- Universidade Federal de Viçosa (UFV), Departamento de Nutrição e Saúde, Viçosa, MG, Brazil
| | - Patrícia F Pereira
- Universidade Federal de Viçosa (UFV), Departamento de Nutrição e Saúde, Viçosa, MG, Brazil
| | - Silvia E Priore
- Universidade Federal de Viçosa (UFV), Departamento de Nutrição e Saúde, Viçosa, MG, Brazil
| | | |
Collapse
|
26
|
Brahimaj A, Rivadeneira F, Muka T, Sijbrands EJG, Franco OH, Dehghan A, Kavousi M. Novel metabolic indices and incident type 2 diabetes among women and men: the Rotterdam Study. Diabetologia 2019; 62:1581-1590. [PMID: 31183505 PMCID: PMC6677703 DOI: 10.1007/s00125-019-4921-2] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 05/07/2019] [Indexed: 12/25/2022]
Abstract
AIMS/HYPOTHESIS Both visceral and truncal fat have been associated with metabolic disturbances. We aimed to investigate the associations of several novel metabolic indices, combining anthropometric and lipid measures, and dual-energy x-ray absorptiometry (DXA) measurements of body fat, with incident type 2 diabetes among women and men from the large population-based Rotterdam Study. METHODS Cox proportional hazards models were used to investigate associations of visceral adiposity index (VAI), lipid accumulation product (LAP), the product of triacylglycerol and glucose (TyG), their formula components and DXA measures with incident type 2 diabetes. Associations were adjusted for traditional diabetes risk factors. RESULTS Among 5576 women and 3988 men free of diabetes, 511 women and 388 men developed type 2 diabetes during a median follow-up of 6.5 years. In adjusted models, the three metabolic indices VAI (per 1 SD naturally log-transformed HR; 95% CI) (1.49; 1.36, 1.65 in women; 1.37; 1.22, 1.53 in men), LAP (1.35; 1.16, 1.56 in women; 1.19; 1.01, 1.42 in men) and TyG (1.73; 1.52, 1.98 in women; 1.43; 1.26, 1.62 in men), gynoid fat mass (0.63; 0.45, 0.89) and android to gynoid fat ratio (1.51; 1.16, 1.97) in women were associated with incident type 2 diabetes. BMI (1.45; 1.28, 1.65) was the strongest predictor of type 2 diabetes in men. CONCLUSIONS/INTERPRETATION Among women, novel combined metabolic indices were stronger risk markers for type 2 diabetes than the traditional anthropometric and laboratory measures and were comparable with DXA measures. Neither combined metabolic indices nor DXA measures were superior to traditional anthropometric and lipid measures in association with type 2 diabetes among men.
Collapse
Affiliation(s)
- Adela Brahimaj
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.
- Department of General Practice, Erasmus University Medical Center, P. O. Box 2040, 3000 CA, Rotterdam, the Netherlands.
| | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Taulant Muka
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Eric J G Sijbrands
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Abbas Dehghan
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
- Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| |
Collapse
|
27
|
Calcaterra V, Cena H, De Silvestri A, Girgenti V, Bommarito D, Pelizzo G. Diabetes Type 2 in Neurologically Impaired Children and Adolescents Without Obesity: A New Emerging Entity? Front Neurol 2019; 10:947. [PMID: 31555201 PMCID: PMC6727688 DOI: 10.3389/fneur.2019.00947] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 08/16/2019] [Indexed: 12/18/2022] Open
Abstract
Background: Insulin resistance (IR) plays a key role in the pathogenesis of type 2 diabetes (T2D). In neurologically impaired (NI) children unfavorable cardio-metabolic risk profile with high prevalence of IR has been reported. We evaluated the prevalence of T2D in NI children and adolescents, in order to define if a dedicated glucose monitoring may be recommended in these subjects. Methods: We retrospectively evaluated 63 patients (11.4 ± 4.0 years) with severe disabilities. Auxological parameters were recorded. Metabolic blood assays included fasting blood glucose (FBG), fasting insulin, triglycerides (TG). IR was detected with the homeostasis model assessment for insulin resistance (HOMA-IR > 97.5th percentile for age and sex) and triglyceride-glucose index (TyG index > 7.88). Elevated FBG was defined with values >100 mg/dl. T2D was defined according to American Diabetes Association criteria. Results: Impaired insulin sensitivity, pathological TyG index and elevated FBG were observed, respectively, in 41.3, 63.5, and 11.1% patients. T2D was diagnosed in 3.2% asymptomatic patients. The prevalence of diabetes was higher in pre-pubertal compared to pubertal subjects (p = 0.03). Conclusions: T2D in NI children and adolescents without obesity could represent a new emerging entity. IR and/or surrogate markers of IR index may be useful for the primary screening of this at-risk disabled population so as to prevent diabetes.
Collapse
Affiliation(s)
- Valeria Calcaterra
- Pediatric and Adolescence Unit, Department of Internal Medicine, University of Pavia, Pavia, Italy.,Pediatric Unit, Department of the Mother and Child Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Hellas Cena
- Laboratory of Dietetics and Clinical Nutrition, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.,Unit of Internal Medicine and Endocrinology, Clinical Nutrition and Dietetics Service, ICS Maugeri IRCCS, Pavia, Italy
| | - Annalisa De Silvestri
- Biometry & Clinical Epidemiology, Scientific Direction, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Vincenza Girgenti
- Pediatric Surgery Department, Children's Hospital "G. Di Cristina", ARNAS Civico-di Cristina-Benfratelli, Palermo, Italy
| | - Denisia Bommarito
- Pediatric Surgery Department, Children's Hospital "G. Di Cristina", ARNAS Civico-di Cristina-Benfratelli, Palermo, Italy
| | - Gloria Pelizzo
- Pediatric Surgery Department, Children's Hospital "G. Di Cristina", ARNAS Civico-di Cristina-Benfratelli, Palermo, Italy
| |
Collapse
|