1
|
Naja K, Anwardeen N, Albagha O, Elrayess MA. Lipid Subclasses Differentiate Insulin Resistance by Triglyceride-Glucose Index. Metabolites 2025; 15:342. [PMID: 40422918 DOI: 10.3390/metabo15050342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2025] [Revised: 05/10/2025] [Accepted: 05/20/2025] [Indexed: 05/28/2025] Open
Abstract
BACKGROUND Insulin resistance is a key driver of metabolic syndrome and related disorders, yet its underlying metabolic alterations remain incompletely understood. The Triglyceride-Glucose (TyG) index is an emerging, accessible marker for insulin resistance, with growing evidence supporting its clinical utility. This study aimed to characterize the metabolic profiles associated with insulin resistance using the TyG index in a large, population-based cohort, and to identify metabolic pathways potentially implicated in insulin resistance. METHODS Here, we conducted a cross-sectional study using data from the Qatar Biobank, including 1255 participants without diabetes classified as insulin-sensitive or insulin-resistant based on TyG index tertiles. Untargeted serum metabolomics profiling was performed using high-resolution mass spectrometry. Our statistical analyses included orthogonal partial least squares discriminate analysis and linear models. RESULTS Distinct metabolic signatures differentiated insulin-resistant from insulin-sensitive participants. Phosphatidylethanolamines, phosphatidylinositols, and phosphatidylcholines, were strongly associated with insulin resistance, while plasmalogens and sphingomyelins were consistently linked to insulin sensitivity. CONCLUSIONS Lipid-centric pathways emerge as potential biomarkers and therapeutic targets for the early detection and personalized management of insulin resistance and related metabolic disorders. Longitudinal studies are warranted to validate causal relationships.
Collapse
Affiliation(s)
- Khaled Naja
- Biomedical Research Center, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| | - Najeha Anwardeen
- Biomedical Research Center, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| | - Omar Albagha
- Division of Genomics and Translational Biomedicine, College of Health and Life Sciences, Hamad Bin Khalifa University (HBKU), Doha P.O. Box 34110, Qatar
- Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Doha P.O. Box 34110, Qatar
| | - Mohamed A Elrayess
- Biomedical Research Center, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
- College of Medicine, QU Health, Qatar University, Doha P.O Box 2713, Qatar
| |
Collapse
|
2
|
Hedayati S, Doustmohammadian A, Jambarsang S, Maadi M, Zamani F, Hosseinzadeh M. Dietary lipophilic index and odds of metabolic dysfunction-associated steatotic liver disease (MASLD): A population-based study. Dig Liver Dis 2025:S1590-8658(25)00312-3. [PMID: 40368699 DOI: 10.1016/j.dld.2025.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 03/29/2025] [Accepted: 04/01/2025] [Indexed: 05/16/2025]
Abstract
INTRODUCTION Non-alcoholic fatty liver disease (MASLD) is one of the highly prevalent metabolic disorders worldwide The present study aimed to determine the association between a novel dietary lipophilic index (LI) with metabolic profile and MASLD in a population-based study in Amol, Iran. PATIENTS AND METHODS A cross-sectional study was conducted among 2979 Iranian adults within the framework of the Amol cohort study (AmolCS) Dietary assessments were performed using a validated 168-item food frequency questionnaire (FFQ) The dietary fatty acids were determined using the food composition table in Food Data Central of the USDA to indicate the lipophilic index Information about the melting point of fatty acids was obtained from the lipid bank database MASLD was defined as the ultrasound detection of hepatic steatosis that ruled out other causes of hepatic fat accumulation Then, dietary LI and lipophilic load (LL) were calculated using dietary fatty acid intake and melting point Multivariate MASLD The analysis was carried out for all participants stratified by sex and BMI Potential confounders were included in three different adjusted models. RESULTS The results revealed that dietary LI was associated with higher BMI and (WHtR), low physical activity, being female, living in urban residencies, and diabetes After adjustment for potential confounders, age, and energy intake, the odds ratio of MASLD in women was 1.33 (95 % CI: 1.05-1.99, p = 0.048) in the last tertile of dietary LI compared to the first tertile In adjustment by age and energy intake, chronic disease, smoking, physical activity, waist circumference, and residency women have a higher chance of MASLD in the second tertile of dietary LI (OR:1.38 95 % CI: 1.01-1.89) as well as in the third LI (OR:1.39, 95 % CI: 1.02-1.91) compared to the first tertile When the body mass index (BMI) was added to other confounders variables, the odds ratio of MASLD was 1.44 (95 % CI: 1.05-1.99) in the second tertile of LI and 1.41(95 % CI:1.02-1.95) in the third tertiles, Ptrend=0.04 In normal weight participants (BMI< 25), after adjustment for age and energy intake, the odds of MASLD were 86 % higher (CI; 1.07-3.25, Ptrend< 0.03) in the last tertile of LL compared to the first one. CONCLUSIONS This study found that higher levels of dietary fatty acids are associated with 40 % higher odds of MASLD in women Additionally, higher levels of fatty acids in normal-weight individuals were linked to an 86 % higher chance of MASLD It is highly recommended to reduce intake of saturated fatty acids and trans fatty acids, which are associated with a lower risk of MASLD.
Collapse
Affiliation(s)
- Safoora Hedayati
- International campus of shahidsadoughiUniversity of Medical Sciences, Yazd, Iran; Department of Nutrition, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Azam Doustmohammadian
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Sara Jambarsang
- Center for Healthcare Data Modeling, Departments of Biostatistics and Epidemiology, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mansooreh Maadi
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Farhad Zamani
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran.
| | - Mahdieh Hosseinzadeh
- Department of Nutrition, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
| |
Collapse
|
3
|
Aliyu U, Toor SM, Abdalhakam I, Elrayess MA, Abou−Samra AB, Albagha OME. Evaluating indices of insulin resistance and estimating the prevalence of insulin resistance in a large biobank cohort. Front Endocrinol (Lausanne) 2025; 16:1591677. [PMID: 40421243 PMCID: PMC12104043 DOI: 10.3389/fendo.2025.1591677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Accepted: 04/11/2025] [Indexed: 05/28/2025] Open
Abstract
Introduction Insulin resistance (IR) is involved in the pathogenesis of various metabolic disorders. Several surrogate indices of IR have been proposed. We assessed the performance of seven clinically relevant indirect measures of IR and estimated the prevalence of IR in a large population-based cohort. Methods The study was conducted on fasting individuals from the Qatar biobank (QBB) participants (n = 7,875). Individuals were considered insulin sensitive (IS) if lean, not diagnosed with diabetes, no hypertriglyceridemia, and not on lipid-lowering drugs, while individuals with Type 2 diabetes (T2D) were considered insulin resistant (IR). Cut-offs were determined as the top or lowest quartile values in the IS participants. The performance of IR indices was based on area under the curve (AUC), sensitivity and specificity. Results The cut-off for HOMA-IR was determined at 1.878, HOMA2-IR (insulin); 1.128, HOMA2-IR (C-peptide); 1.307, QUICKI; 0.347, TyG; 8.281, McAi; 7.727 and 1.718 for TG/HDL. All IR indices analyzed yielded AUC values ranging from 0.83 to 0.92. TyG was the most robust measure for IR (AUC = 0.92, Sensitivity = 0.90, Specificity = 0.79). The overall prevalence of IR in Qatar was estimated at ~51 - 65%. Conclusions TyG index was the most robust index for determining IR in the Qatari population. The proposed cut-offs could serve as a reference in Middle Eastern populations for IR screening.
Collapse
Affiliation(s)
- Usama Aliyu
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar
| | - Salman M. Toor
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar
| | | | - Mohamed A. Elrayess
- Biomedical Research Center, QU Health, Qatar University, Doha, Qatar
- College of Medicine, QU Health, Qatar University, Doha, Qatar
| | | | - Omar M. E. Albagha
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| |
Collapse
|
4
|
Bockarie AS, Derkyi-Kwarteng L, Obeng JA, Adatsi RK, Aniakwaa-Bonsu E, Apprey C, Ampofo-Asiama J, Acquah S. Prevalence and determinants of insulin resistance in recovered COVID-19 and uninfected residents of two regional capitals in Ghana: An observational study. PLOS GLOBAL PUBLIC HEALTH 2025; 5:e0004506. [PMID: 40273152 PMCID: PMC12021235 DOI: 10.1371/journal.pgph.0004506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 03/21/2025] [Indexed: 04/26/2025]
Abstract
The long-term impact of the coronavirus disease 2019 (COVID-19) pandemic on metabolic risk factors in different populations has not been fully investigated. Insulin resistance (IR) is a cardinal risk factor for the development of type 2 diabetes mellitus. The current study sought to determine the prevalence and determinants of insulin resistance in selected Ghanaians with and without past COVID-19 status in the Cape Coast and Tamale metropolitan areas. Using a cross-sectional study design involving 510 adult participants, body mass index (BMI), waist-to-hip ratio, systolic blood pressure, lipid profile, insulin, plasma glucose, C-reactive protein (CRP), beta-cell function and insulin resistance levels were measured and compared between participants with and without past COVID-19 status. IR was determined by the homeostatic model (HOMA-IR) and the triglyceride-glucose index (TyG). Percentage prevalence and Poisson regression with prevalence ratio and 95% confidence intervals were applied. IR prevalence ranged from 70.69% to 79.09% (HOMA-IR) and 88.62% to 90.91% (TyG) respectively for Tamale and Cape Coast residents. IR prevalence values of 70.98% and 88% (HOMA-IR) and 89.02% and 90.2% (TyG) for without and with past COVID-19 groups respectively were observed. Irrespective of background, low (31.18%) and high (19.41%) levels of beta-cell function were detected. Additionally, high levels of very-low density lipoprotein cholesterol (8.31%), triglycerides (24.9%), total cholesterol (27.45%), low-density lipoprotein cholesterol (44.71%) and low level of high-density lipoprotein cholesterol (11.96%) coupled with low-grade inflammation (50.59%) were observed. Irrespective of surrogate marker used or past COVID-19 status, age, educational level and triglycerides could significantly associate with IR. With HOMA-IR, fasting plasma glucose, insulin and total cholesterol predicted IR in participants without prior COVID-19 status. With TyG, age, BMI, triglycerides and CRP were the predictors of IR in participants with past COVID-19 status. The risk of development of type 2 diabetes mellitus through insulin resistance is high in our setting. Measures to reduce the rising pace of IR are urgently needed in our setting.
Collapse
Affiliation(s)
- Ansumana Sandy Bockarie
- Department of Internal Medicine and Therapeutics, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Leonard Derkyi-Kwarteng
- Department of Pathology, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | | | | | - Ebenezer Aniakwaa-Bonsu
- Department of Microbiology and Immunology, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Charles Apprey
- Department of Biochemistry and Biotechnology, School of Biosciences, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Jerry Ampofo-Asiama
- Department of Biochemistry, School of Biological Science, College of Agricultural and Natural Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Samuel Acquah
- Department of Medical Biochemistry, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| |
Collapse
|
5
|
Mir MM, Jeelani M, Alharthi MH, Rizvi SF, Sohail SK, Wani JI, Sabah ZU, BinAfif WF, Nandi P, Alshahrani AM, Alfaifi J, Jehangir A, Mir R. Unraveling the Mystery of Insulin Resistance: From Principle Mechanistic Insights and Consequences to Therapeutic Interventions. Int J Mol Sci 2025; 26:2770. [PMID: 40141412 PMCID: PMC11942988 DOI: 10.3390/ijms26062770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2025] [Revised: 03/13/2025] [Accepted: 03/14/2025] [Indexed: 03/28/2025] Open
Abstract
Insulin resistance (IR) is a significant factor in the development and progression of metabolic-related diseases like dyslipidemia, T2DM, hypertension, nonalcoholic fatty liver disease, cardiovascular and cerebrovascular disorders, and cancer. The pathogenesis of IR depends on multiple factors, including age, genetic predisposition, obesity, oxidative stress, among others. Abnormalities in the insulin-signaling cascade lead to IR in the host, including insulin receptor abnormalities, internal environment disturbances, and metabolic alterations in the muscle, liver, and cellular organelles. The complex and multifaceted characteristics of insulin signaling and insulin resistance envisage their thorough and comprehensive understanding at the cellular and molecular level. Therapeutic strategies for IR include exercise, dietary interventions, and pharmacotherapy. However, there are still gaps to be addressed, and more precise biomarkers for associated chronic diseases and lifestyle interventions are needed. Understanding these pathways is essential for developing effective treatments for IR, reducing healthcare costs, and improving quality of patient life.
Collapse
Affiliation(s)
- Mohammad Muzaffar Mir
- Department of Clinical Biochemistry, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia
| | - Mohammed Jeelani
- Department of Physiology, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia;
| | - Muffarah Hamid Alharthi
- Department of Family and Community Medicine, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia; (M.H.A.); (P.N.)
| | - Syeda Fatima Rizvi
- Department of Pathology, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia; (S.F.R.); (S.K.S.)
| | - Shahzada Khalid Sohail
- Department of Pathology, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia; (S.F.R.); (S.K.S.)
| | - Javed Iqbal Wani
- Department of Internal Medicine, College of Medicine, King Khalid University, Abha 61421, Saudi Arabia; (J.I.W.); (Z.U.S.)
| | - Zia Ul Sabah
- Department of Internal Medicine, College of Medicine, King Khalid University, Abha 61421, Saudi Arabia; (J.I.W.); (Z.U.S.)
| | - Waad Fuad BinAfif
- Department of Internal Medicine, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia;
| | - Partha Nandi
- Department of Family and Community Medicine, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia; (M.H.A.); (P.N.)
| | - Abdullah M. Alshahrani
- Department of Family and Community Medicine, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia; (M.H.A.); (P.N.)
| | - Jaber Alfaifi
- Department of Child Health, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia;
| | - Adnan Jehangir
- Biomedical Sciences Department, College of Medicine, King Faisal University, Al Ahsa 31982, Saudi Arabia;
| | - Rashid Mir
- Prince Fahd Bin Sultan Research Chair, Department of MLT, Faculty of Applied Medical Sciences, University of Tabuk, Tabuk 71491, Saudi Arabia;
| |
Collapse
|
6
|
Badawy Y, Atef RB, Faour S, Jastania Y, Alathath R, Alkhotany F. Prevalence of Clinical Manifestations Known to Be Associated With Insulin Resistance Among Female Medical Students of a Private College in Saudi Arabia. Cureus 2024; 16:e72905. [PMID: 39628749 PMCID: PMC11612288 DOI: 10.7759/cureus.72905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2024] [Indexed: 12/06/2024] Open
Abstract
Background Insulin resistance has a significant relationship with a lot of chronic diseases. This is an alarm for the future high prevalence of many chronic diseases. Due to the lack of sufficient data surrounding the clinical manifestations of insulin resistance among the Saudi population, the study aims to fill this gap by assessing the prevalence of dermatological, cognitive, daytime sleep, and craving changes in the Saudi population, which are markers of insulin resistance. Methods A cross-sectional study was carried out to study the prevalence of clinical manifestations known to be associated with insulin resistance with a convenient nonprobability sample among 272 female medical students at the Ibn Sina National College for Medical Studies, a private medical college in Jeddah, Saudi Arabia. Each participant underwent an in-person interview where height, weight, and waist circumference were measured and BMI calculated. The in-person interview was performed using a series of questionnaires that assessed demographic data and clinical manifestations related to insulin resistance. Data was collected and grouped using Microsoft Excel (Microsoft Corp., Redmond, WA, USA). Statistical analyses were performed using IBM SPSS Statistics for Windows, version 22 (IBM Corp., Armonk, NY, USA). For prevalence calculations, percentages were used. The Chi-square test was used to analyze qualitative variables. The level of significance adopted was p < 0.05. Results The research revealed that acanthosis nigricans, skin tags, and alopecia areata were statistically significant in relation to waist circumference as an indicator of insulin resistance. Conversely, of all the dermatological manifestations, acne, psoriasis, hidradenitis suppurativa, hirsutism, and vitiligo were not associated with waist circumference. Also, polycystic ovary syndrome (PCOS) was statistically significant. Regards cognitive changes, carbohydrate craving, and day sleep were all proportionally higher in the high waist circumference category but were not found to be significantly significant in relation to waist circumference. Conclusion The findings of the study confirm the association of dermatological and endocrine features such as acanthosis nigricans, skin tags, alopecia areata, and PCOS with waist circumference as an indicator of insulin resistance. The high prevalence of increased waist circumference in the study population is also in line with international data concerning the increasing incidence of insulin resistance and, consequently, diabetes mellitus will be seen among younger age groups.
Collapse
Affiliation(s)
- Yousria Badawy
- Family Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Rana B Atef
- Family and Community Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Sarah Faour
- Family and Community Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Yara Jastania
- Family and Community Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Raneem Alathath
- Family and Community Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Farah Alkhotany
- Family and Community Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| |
Collapse
|
7
|
Al-Sulaiti H, Anwardeen N, Bashraheel SS, Naja K, Elrayess MA. Alterations in Choline Metabolism in Non-Obese Individuals with Insulin Resistance and Type 2 Diabetes Mellitus. Metabolites 2024; 14:457. [PMID: 39195553 DOI: 10.3390/metabo14080457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/06/2024] [Accepted: 08/13/2024] [Indexed: 08/29/2024] Open
Abstract
The prevalence of non-obese individuals with insulin resistance (IR) and type 2 diabetes (T2D) is increasing worldwide. This study investigates the metabolic signature of phospholipid-associated metabolites in non-obese individuals with IR and T2D, aiming to identify potential biomarkers for these metabolic disorders. The study cohort included non-obese individuals from the Qatar Biobank categorized into three groups: insulin sensitive, insulin resistant, and patients with T2D. Each group comprised 236 participants, totaling 708 individuals. Metabolomic profiling was conducted using high-resolution mass spectrometry, and statistical analyses were performed to identify metabolites associated with the progression from IS to IR and T2D. The study observed significant alterations in specific phospholipid metabolites across the IS, IR, and T2D groups. Choline phosphate, glycerophosphoethanolamine, choline, glycerophosphorylcholine (GPC), and trimethylamine N-oxide showed significant changes correlated with disease progression. A distinct metabolic signature in non-obese individuals with IR and T2D was characterized by shifts in choline metabolism, including decreased levels of choline and trimethylamine N-oxide and increased levels of phosphatidylcholines, phosphatidylethanolamines, and their degradation products. These findings suggest that alterations in choline metabolism may play a critical role in the development of glucose intolerance and insulin resistance. Targeting choline metabolism could offer potential therapeutic strategies for treating T2D. Further research is needed to validate these biomarkers and understand their functional significance in the pathogenesis of IR and T2D in non-obese populations.
Collapse
Affiliation(s)
- Haya Al-Sulaiti
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
| | - Najeha Anwardeen
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
| | - Sara S Bashraheel
- College of Medicine, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| | - Khaled Naja
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
| | - Mohamed A Elrayess
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
- College of Medicine, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| |
Collapse
|
8
|
Mederos-Torres CV, Díaz-Burke Y, Muñoz-Almaguer ML, García-Zapién AG, Uvalle-Navarro RL, González-Sandoval CE. Triglyceride/high-density cholesterol ratio as a predictor of cardiometabolic risk in young population. J Med Life 2024; 17:722-727. [PMID: 39440341 PMCID: PMC11493158 DOI: 10.25122/jml-2024-0117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/30/2024] [Indexed: 10/25/2024] Open
Abstract
Cardiovascular disease remains a leading cause of morbidity and mortality worldwide. Understanding and detecting risk factors are crucial for early diagnosis and prevention strategies. Obesity, dyslipidemia, hypertension, and insulin resistance, among others, have been described as modifiable risk factors. Among these, the triglycerides-to-HDL cholesterol (TG/HDL) ratio has been described as a marker of insulin resistance and a predictor of cardiovascular disease. Our objective was to investigate the association between the TG/HDL ratio and various cardiometabolic risk factors. A total of 239 young adults aged 18-24 years were recruited. We assessed anthropometric measurements, lipid profiles, glucose levels, insulin, the HOMA index, and the TG/HDL ratio. Participants were stratified based on their BMI and TG/HDL ratio. Our findings revealed that individuals with an elevated TG/HDL ratio had higher blood pressure, BMI, waist circumference, cholesterol, and triglyceride levels compared to those with a normal ratio. Specifically, the TG/HDL ratio was associated with an odds ratio (OR) of 9.3 for overweight, 27.5 for obesity, and 4.41 for abdominal obesity. Additionally, the HOMA index, which measures insulin resistance, was higher in those with an elevated TG/HDL ratio, with a prevalence of 45.6%. In conclusion, the TG/HDL ratio is a predictive marker of insulin resistance in young individuals and is associated with modifiable risk factors for cardiometabolic disease.
Collapse
Affiliation(s)
- Claudia Veronica Mederos-Torres
- Department of Pharmacobiology, University Center for Exact Sciences and Engineering, University of Guadalajara, Guadalajara, Mexico
| | - Yolanda Díaz-Burke
- Department of Pharmacobiology, University Center for Exact Sciences and Engineering, University of Guadalajara, Guadalajara, Mexico
- Academic Body UDG-CA-156 Biomedical Science and Toxicology, University of Guadalajara, Guadalajara, Mexico
| | - María Luisa Muñoz-Almaguer
- Department of Pharmacobiology, University Center for Exact Sciences and Engineering, University of Guadalajara, Guadalajara, Mexico
- Academic Body UDG-CA-156 Biomedical Science and Toxicology, University of Guadalajara, Guadalajara, Mexico
| | | | - Rosario Lizette Uvalle-Navarro
- Department of Pharmacobiology, University Center for Exact Sciences and Engineering, University of Guadalajara, Guadalajara, Mexico
| | - Claudia Elena González-Sandoval
- Department of Pharmacobiology, University Center for Exact Sciences and Engineering, University of Guadalajara, Guadalajara, Mexico
- Academic Body UDG-CA-156 Biomedical Science and Toxicology, University of Guadalajara, Guadalajara, Mexico
| |
Collapse
|
9
|
Badawy YA, Almakrami AH, Alata AJ, Abujamea EZ, Khaliifa LM. Predictability of Insulin Resistance Based on the Clinical Manifestations Among Male Medical Students of a Private College in Saudi Arabia. Cureus 2024; 16:e60327. [PMID: 38883100 PMCID: PMC11177330 DOI: 10.7759/cureus.60327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2024] [Indexed: 06/18/2024] Open
Abstract
Background Numerous clinical signs and symptoms are thought to be associated with insulin resistance. The purpose of this study was to examine the prevalence of insulin resistance among male medical students attending a private Saudi Arabian institution, based on clinical indications. Methods A convenient non-probability sample consisting of 241 male medical students was used to conduct cross-sectional research. Each participant had an in-person interview as well as anthropometric measurements. The interview consisted of a questionnaire that was used to assess demographic data and clinical manifestations related to insulin resistance. Results The study demonstrated the connection between a few dermatological symptoms and waist circumference as an indicator of insulin resistance. In both the high and normal waist circumference groups, acne was the most common symptom. There was no correlation found between waist circumference and psoriasis, hidradenitis suppurativa, androgenic alopecia, alopecia areata, or vitiligo. Nevertheless, as an indicator of insulin resistance, waist circumference was statistically significantly correlated with both skin tags and acanthosis nigricans. Most students had excessive day sleep, foggy brains, struggled with planning and solving problems, and had a memory that became worse in the past few years. In addition, many students feel hungry even after eating some sweets and usually have extreme thirst. Conclusion Among medical students, skin tags, acanthosis nigricans, and acne were the most prevalent dermatological manifestations. Clinicians need to be aware that skin conditions, sleep difficulties throughout the day, changes in cognition, and food cravings might all be indicators of internal changes and/or illnesses such as diabetes and prediabetes.
Collapse
Affiliation(s)
- Yousria A Badawy
- Family Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Ahmed H Almakrami
- Medicine and Surgery, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Abdullah J Alata
- Medicine and Surgery, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Emad Z Abujamea
- Medicine and Surgery, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Louai M Khaliifa
- Pharmacy, Ibn Sina National College for Medical Studies, Jeddah, SAU
| |
Collapse
|
10
|
Almuraikhy S, Doudin A, Domling A, Althani AAJF, Elrayess MA. Molecular regulators of exercise-mediated insulin sensitivity in non-obese individuals. J Cell Mol Med 2024; 28:e18015. [PMID: 37938877 PMCID: PMC10805515 DOI: 10.1111/jcmm.18015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 10/16/2023] [Accepted: 10/18/2023] [Indexed: 11/10/2023] Open
Abstract
Insulin resistance is a significant contributor to the development of type 2 diabetes (T2D) and is associated with obesity, physical inactivity, and low maximal oxygen uptake. While intense and prolonged exercise may have negative effects, physical activity can have a positive influence on cellular metabolism and the immune system. Moderate exercise has been shown to reduce oxidative stress and improve antioxidant status, whereas intense exercise can increase oxidative stress in the short term. The impact of exercise on pro-inflammatory cytokine production is complex and varies depending on intensity and duration. Exercise can also counteract the harmful effects of ageing and inflamm-ageing. This review aims to examine the molecular pathways altered by exercise in non-obese individuals at higher risk of developing T2D, including glucose utilization, lipid metabolism, mitochondrial function, inflammation and oxidative stress, with the potential to improve insulin sensitivity. The focus is on understanding the potential benefits of exercise for improving insulin sensitivity and providing insights for future targeted interventions before onset of disease.
Collapse
Affiliation(s)
- Shamma Almuraikhy
- Biomedical Research CenterQatar UniversityDohaQatar
- Groningen Research Institute of Pharmacy, Drug DesignGroningen UniversityGroningenThe Netherlands
| | - Asmaa Doudin
- Biomedical Research CenterQatar UniversityDohaQatar
| | - Alexander Domling
- Groningen Research Institute of Pharmacy, Drug DesignGroningen UniversityGroningenThe Netherlands
| | - Asmaa Ali J. F. Althani
- Biomedical Research CenterQatar UniversityDohaQatar
- Department of Biomedical Sciences, College of Health Science, QU HealthQatar UniversityDohaQatar
| | - Mohamed A. Elrayess
- Biomedical Research CenterQatar UniversityDohaQatar
- College of Pharmacy, QU HealthQatar UniversityDohaQatar
| |
Collapse
|
11
|
Alghamdi IK, Alrefai AM, Alghamdi TA, Nawawi AT, Badawy YA. Prevalence of Contributing Factors Leading to the Development of Insulin Resistance Among Male Medical Students at a Private College in Saudi Arabia. Cureus 2023; 15:e48269. [PMID: 38054122 PMCID: PMC10695479 DOI: 10.7759/cureus.48269] [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] [Accepted: 11/04/2023] [Indexed: 12/07/2023] Open
Abstract
Background Insulin resistance can result from various genetic and lifestyle factors. Initially, symptoms of insulin resistance may not be readily noticeable, but as the condition progresses, individuals may start experiencing symptoms. This study aimed to investigate the factors contributing to the development of insulin resistance among medical students at a private college in Saudi Arabia. Methodology We conducted a cross-sectional study using a convenient non-probability sampling technique, with a sample size of 241 participants. We employed validated questionnaires to gather information on physical activity, sleep, dietary habits, and stress. Specifically, we used the International Physical Activity Questionnaire (IPAQ)-Short Form for assessing physical activity, the Single-Item Sleep Quality Scale (SQS) for evaluating sleep quality, the Healthy Eating Quiz (HEQ) to gauge dietary patterns, and the stress questionnaire designed by the International Stress Management Association (ISMA) to measure stress levels. Additionally, we collected anthropometric measurements, as well as systolic and diastolic blood pressure readings. We calculated prevalence using percentages and employed the chi-square test to analyze variables, with a significance level set at p-values <0.05. Results This study investigated risk factors associated with lifestyle, focusing on waist circumference as an indicator of insulin resistance. Our findings revealed that a majority of individuals with high waist circumference were physically inactive and more susceptible to stress, and this difference was statistically significant when compared to those with normal waist circumference. Additionally, we observed that sleep deprivation and poor nutrition were more prevalent among individuals with high waist circumference, although these differences were not statistically significant. Conclusions This study highlights a high prevalence of elevated waist circumference, indicating insulin resistance, among medical students. Furthermore, it underscores the significant presence of well-known risk factors associated with insulin resistance within this population of medical students.
Collapse
Affiliation(s)
| | | | - Theyab A Alghamdi
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Amro T Nawawi
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Yousria A Badawy
- Family Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
- Family Medicine, Alexandria University, Alexandria, EGY
| |
Collapse
|
12
|
Kiryowa HM, Munabi IG, Buwembo W, Rwenyonyi CM, Mwaka ES, Kaddumukasa M. Periodontitis is associated with insulin resistance in adults living with diabetes mellitus in Uganda: a cross- sectional study. BMC Res Notes 2023; 16:217. [PMID: 37710310 PMCID: PMC10503142 DOI: 10.1186/s13104-023-06473-1] [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: 04/08/2023] [Accepted: 08/23/2023] [Indexed: 09/16/2023] Open
Abstract
INTRODUCTION Evidence suggests that majority of patients with diabetes mellitus in Uganda have poor glycaemic control as well as periodontal disease. This study set out to determine the association between periodontitis and insulin resistance in adult patients with diabetes mellitus in Uganda using the triglyceride glucose index. METHODS Two hundred and twenty-three adult study participants with confirmed diabetes mellitus were enrolled in a cross-sectional study. Oral examination was carried with the aid of a periodontal probe to determine the periodontal status and findings recorded using the WHO Oral Health Assessment Tool for Adults, 2013. We recorded clinical details for body mass index (BMI in kg/m2) and laboratory parameters including fasting blood sugar (mmol/L), glycated hemoglobin levels (HbA1c, %) and serum triglycerides (mmol/L) using a study questionnaire. Data were analyzed using R version 4.10. The glucose triglyceride index was used as a measure of insulin resistance. Logistic regression analysis carried out to determine the factors associated insulin resistance. RESULTS The majority of the study participants was female (70%) with an average age of 48.5 years (SD+/- 11.1). The mean body mass index was 29.6 kg/m2 (SD+/- 5.82). The mean serum triglyceride index was 9.48 (SD+/- 0.675). Eighty-six-point 1% of the participants had periodontal disease. Bivariate analysis revealed high odds for male sex (OR = 1.31, 95% C.I = 0.44-4.84, p = 0.65) and periodontitis (OR = 3.65, 95% C.I = 0.79-26.15, p = 0.13) but low odds for a high BMI (OR = 0.45. 95% C.I = 0.07-1.67, p = 0.30). Multivariate regression revealed a significant association between insulin resistance and periodontitis. (AOR = 3.52, 95% C.I = 1.19-1.83, p = 0.03). CONCLUSION Insulin resistance is highly prevalent in patients with diabetes mellitus in Uganda and is associated with periodontitis and low body weight.
Collapse
Affiliation(s)
- Haruna Muhmood Kiryowa
- Department of Anatomy, Makerere University College of Health Sciences, P.O. Box 7072, Kampala, Uganda.
| | - Ian Guyton Munabi
- Department of Anatomy, Makerere University College of Health Sciences, P.O. Box 7072, Kampala, Uganda
| | - William Buwembo
- Department of Anatomy, Makerere University College of Health Sciences, P.O. Box 7072, Kampala, Uganda
| | | | - Erisa Sabakaki Mwaka
- Department of Anatomy, Makerere University College of Health Sciences, P.O. Box 7072, Kampala, Uganda
| | - Mark Kaddumukasa
- Department of Medicine, Makerere University College of Health Sciences, P.O. Box 7072, Kampala, Uganda
| |
Collapse
|
13
|
Khan K, Wanjari A, Acharya S, Quazi S. Anthropometric Indices With Insulin Resistance in Obese Patients: A Literature Review. Cureus 2023; 15:e41881. [PMID: 37583730 PMCID: PMC10423844 DOI: 10.7759/cureus.41881] [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: 06/25/2023] [Accepted: 07/14/2023] [Indexed: 08/17/2023] Open
Abstract
The hormone insulin is responsible for regulating the metabolism of proteins, carbs, and lipids by promoting the absorption of molecules such as glucose from the bloodstream into fat, the liver, and skeletal muscle cells. Insulin resistance (IR) is considered to be a physiological response to obesity that inhibits fat from accumulating and supports weight stabilization. People with IR gain less weight than those with insulin sensitivity, and therefore IR individuals have a three-fold increased likelihood of losing more weight when compared with insulin-sensitive individuals. A person's health is jeopardized by obesity, which is defined as excessive or unusual storage of fat in adipose tissue. Early identification using different anthropometric measuring parameters and proper and suitable therapy is essential as the incidence of obesity cases is increasing as a result of sedentary lifestyles, bad eating habits, a lack of physical exercise, and a lack of knowledge among young adults. The review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, following which based on inclusion and exclusion criteria, eight articles were considered for the review. The analysis showed that all the parameters are easily accessible and hence can be used in daily practices. Due to being readily available, body mass index (BMI) and waist circumference (WC) constituted the most often employed anthropometric measures in everyday practices. In addition, variances in the values of the variables were seen due to differences in gender.
Collapse
Affiliation(s)
- Khalid Khan
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research (DMIHER), Wardha, IND
| | - Anil Wanjari
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research (DMIHER), Wardha, IND
| | - Sourya Acharya
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research (DMIHER), Wardha, IND
| | - Sabiha Quazi
- Department of Dermatology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research (DMIHER), Wardha, IND
| |
Collapse
|
14
|
Badawy Y, Aljohani NH, Salem GA, Ashour FM, Own SA, Alajrafi NF. Predictability of the Development of Insulin Resistance Based on the Risk Factors Among Female Medical Students at a Private College in Saudi Arabia. Cureus 2023; 15:e39112. [PMID: 37378117 PMCID: PMC10292011 DOI: 10.7759/cureus.39112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Insulin resistance (IR) is currently an underlying phenomenon in the etiology of most non-communicable diseases. IR has been proposed as the key linking factor for the metabolic syndrome disease cluster of glucose intolerance. OBJECTIVES This study's target was to assess the predictability of risk factors for IR among female medical students Methods: A cross-sectional study involving female medical students was carried out. The sample size was 272, and a suitable non-probability sampling method was employed. A correlation test was done, and a P value less than 0.05 is considered statistically significant. Each participant underwent assessment of anthropometric measurements and biochemical testing. For assessing lifestyle, validated questionnaires on physical activity, sleep pattern, dietary pattern, and stress were adopted. The anthropometric data such as height, weight, and waist circumference were collected. Biochemical testing involved estimation of the postprandial capillary blood glucose level on campus. Additionally, systolic blood pressure and diastolic blood pressure were measured. RESULTS The association of lifestyle risk factors with waist circumference as an indicator of IR was done where the majority of those with high waist circumference were physically inactive and more prone to stress which was statistically significant when compared to those with normal waist circumference. However, poor sleep and unhealthy diet were high among those with high waist circumference, but they were not statistically significant. CONCLUSION The correlation of waist circumference as an indicator of IR was highly significant with body mass index, postprandial blood sugar, systolic blood pressure, and diastolic blood pressure. A series of unhealthy lifestyle habits was contributable to developing obesity and therefore IR among medical students in Saudi Arabia.
Collapse
Affiliation(s)
- Yousria Badawy
- Family and Community Medicine, Alexandria University, Alexandria, EGY
- Family Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Nouf H Aljohani
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Gufran A Salem
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Fatima M Ashour
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Sarah A Own
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| | - Nora F Alajrafi
- Medicine, Ibn Sina National College for Medical Studies, Jeddah, SAU
| |
Collapse
|
15
|
Ghani ZA, Qaddori H, Al-Mayah Q. Triglyceride/high-density lipoprotein ratio as a predictor for insulin resistance in a sample of healthy Iraqi adults. J Med Life 2023; 16:668-674. [PMID: 37520476 PMCID: PMC10375356 DOI: 10.25122/jml-2022-0239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/28/2022] [Indexed: 08/01/2023] Open
Abstract
Insulin resistance (IR) is a common pathophysiological condition associated with many metabolic diseases, including obesity, prediabetes, type 2 diabetes mellitus (T2DM), and cardiovascular disease. The widely used homeostasis model assessment for IR (HOMA-IR) is usually used to estimate IR. However, this model cannot be used for screening IR due to several logistic difficulties, such as costs and insulin instability, which are essential for measurement. Thus, finding feasible alternatives is of paramount importance. This study aimed to evaluate the value of triglyceride/high-density lipoprotein-cholesterol (TG/HDL-c) ratio in predicting IR in healthy adult individuals. The study involved 83 euglycemic non-diabetic adults (≥45 years old). Lipid profile, fasting insulin, fasting blood sugar (FBS), and glycated hemoglobin were measured for all participants. The TG/HDL-c ratio was calculated by dividing TG by HDL. Insulin resistance was calculated using the HOMA-IR formula. The receiver operating characteristic (ROC) curve was used to evaluate the predictive value of the TG/HDL-c ratio. The prevalence of IR among healthy adult Iraqis was 28.92%. Subjects in the IR group showed a higher TG/HDL ratio than the insulin-sensitive group (3.69±0.68 versus 2.71±1.0) with a significant difference. The area under the curve (AUC) for this ratio was 0.849, 95% CI= 0.763-0.935, p<0.002. The sensitivity and specificity of the test were 83% and 81%, respectively, at a best cut-off value of 3.1 (TG/HDL ratio). The prevalence of IR among healthy adult Iraqis was 28.92%. Triglyceride/HDL-c ratio had a very good predictive value for IR.
Collapse
Affiliation(s)
| | - Hussein Qaddori
- Department of Physiology, College of Medicine, Al Nahrain University, Baghdad, Iraq
| | - Qasim Al-Mayah
- Department of Physiology, College of Medicine, Al Nahrain University, Baghdad, Iraq
| |
Collapse
|
16
|
Age-Related Sex Differences in Glucose Tolerance by 75 g Oral Glucose Tolerance Test in Japanese. Nutrients 2022; 14:nu14224868. [PMID: 36432554 PMCID: PMC9698682 DOI: 10.3390/nu14224868] [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: 10/13/2022] [Revised: 11/14/2022] [Accepted: 11/15/2022] [Indexed: 11/19/2022] Open
Abstract
To elucidate the age-related sex difference in glucose tolerance, we conducted 75 g oral glucose tolerance tests in 1156 participants. Participants were divided into four groups, namely, young (22−29) males, young females, middle-aged (>50) males, and middle-aged females. According to the Japanese Clinical Practice Guideline for Diabetes 2019, the prevalence of normal glucose tolerance (NGT) was significantly lower in middle-aged than in young participants. The prevalence of high-normal fasting plasma glucose (FPG) was higher, and NGT was lower in young males (high-normal FPG 15.2%, NGT 82.0%) than young females (high-FPG 3.9%, NGT 94.3%). Combined glucose intolerance (CGI) was higher and NGT was lower in middle-aged males (CGI 10.2%, NGT 25.2%) than in middle-aged females (CGI 3.3%, NGT 39.8%). FPG and body mass index (BMI) were the lowest and Homeostatic model assessment beta cell function (HOMA-β) was the highest in young females, followed by young males, middle-aged females, and middle-aged males. Multiple linear regression analysis revealed that BMI weakly correlated with HOMA-β and Matsuda index in all subjects except young females. The superior glucose tolerance in females was apparent in young, but attenuated in middle-aged females. The differences are due to the higher insulin secretion potential and lower BMI in young females.
Collapse
|
17
|
AlMuraikhy S, Anwardeen N, Naeem A, Sellami M, Domling A, Agouni A, Elrayess MA. Comparing the Metabolic Profiles Associated with Fitness Status between Insulin-Sensitive and Insulin-Resistant Non-Obese Individuals. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph191912169. [PMID: 36231474 PMCID: PMC9564877 DOI: 10.3390/ijerph191912169] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 05/27/2023]
Abstract
(1) Background: Young non-obese insulin-resistant (IR) individuals could be at risk of developing metabolic diseases including type 2 diabetes mellitus. The protective effect of physical activity in this apparently healthy group is expected but not well characterized. In this study, clinically relevant metabolic profiles were determined and compared among active and sedentary insulin-sensitive (IS) and IR young non-obese individuals. (2) Methods: Data obtained from Qatar Biobank for 2110 young (20-30 years old) non-obese (BMI ≤ 30) healthy participants were divided into four groups, insulin-sensitive active (ISA, 30.7%), insulin-sensitive sedentary (ISS, 21.4%), insulin-resistant active (IRA, 20%), and insulin-resistant sedentary (IRS, 23.3%), using the homeostatic model assessment of insulin resistance (HOMA-IR) and physical activity questionnaires. The effect of physical activity on 66 clinically relevant biochemical tests was compared among the four groups using linear models. (3) Results: Overall, non-obese IR participants had significantly (p ≤ 0.001) worse vital signs, blood sugar profiles, inflammatory markers, liver function, lipid profiles, and vitamin D levels than their IS counterparts. Physical activity was positively associated with left handgrip (p ≤ 0.01) and levels of creatine kinase (p ≤ 0.001) and creatine kinase-2 (p ≤ 0.001) in both IS and IR subjects. Furthermore, physical activity was positively associated with levels of creatinine (p ≤ 0.01) and total vitamin D (p = 0.006) in the IR group and AST (p = 0.001), folate (p = 0.001), and hematocrit (p = 0.007) in the IS group. Conversely, physical inactivity was negatively associated with the white blood cell count (p = 0.001) and an absolute number of lymphocytes (p = 0.003) in the IR subjects and with triglycerides (p = 0.005) and GGT-2 (p ≤ 0.001) in the IS counterparts. (4) Conclusions: An independent effect of moderate physical activity was observed in non-obese apparently healthy individuals a with different HOMA-IR index. The effect was marked by an improved health profile including higher vitamin D and lower inflammatory markers in IRA compared to IRS, and a higher oxygen carrying capacity and lipid profile in ISA compared to the ISS counterparts.
Collapse
Affiliation(s)
- Shamma AlMuraikhy
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
- Groningen Research Institute of Pharmacy, Drug Design, Groningen University, 9712 CP Groningen, The Netherlands
| | - Najeha Anwardeen
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
| | - Aisha Naeem
- Ministry of Public Health, Doha P.O. Box 42, Qatar
- Department of Oncology and Pathology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd., NW, Washington, DC 20007, USA
| | - Maha Sellami
- Physical Education Department (PE), College of Education, Qatar University, Doha P.O. Box 2713, Qatar
| | - Alexander Domling
- Groningen Research Institute of Pharmacy, Drug Design, Groningen University, 9712 CP Groningen, The Netherlands
| | - Abdelali Agouni
- College of Pharmacy, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| | - Mohamed A. Elrayess
- Biomedical Research Center, Qatar University, Doha P.O. Box 2713, Qatar
- College of Pharmacy, QU Health, Qatar University, Doha P.O. Box 2713, Qatar
| |
Collapse
|
18
|
Insulin resistance and related factors in patients with moderate and severe traumatic brain injury. Ir J Med Sci 2022:10.1007/s11845-022-03147-y. [PMID: 36076150 DOI: 10.1007/s11845-022-03147-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 08/31/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Traumatic brain injury (TBI) is associated with atherosclerosis and cardiovascular mortality. However, the causal relationship between TBI and atherosclerosis is unclear. AIMS This study aimed to evaluate insulin resistance in patients with TBI and its relationship with clinical and demographic characteristics of the patients. METHODS The case-controlled study included 60 patients with moderate and severe TBI in the chronic phase and 60 healthy controls matched for sex, age, and body mass index (BMI). Demographic characteristics, serum insulin, and fasting blood glucose levels of both groups were assessed. Insulin resistance was determined by the Homeostasis Model Assessment insulin resistance. The clinical features of the TBI group were also recorded. RESULTS Insulin resistance was observed to be higher in the TBI group than in the control group (46.7% vs. 18.33%, P = 0.002). However, no significant difference was determined between TBI patients with and without insulin resistance in terms of all demographic and clinical parameters examined (all P > 0.05). Age, sex, BMI, and trauma severity were not significant predictors of insulin resistance in TBI patients. CONCLUSION Moderate-to-severe TBI patients have more prevalent insulin resistance than healthy controls. Evaluation of insulin resistance in these patients, who currently have limited participation in life activities and healthy lifestyles, may be useful to prevent cardiovascular diseases caused by insulin resistance.
Collapse
|
19
|
Diboun I, Al-Mansoori L, Al-Jaber H, Albagha O, Elrayess MA. Metabolomics of Lean/Overweight Insulin-Resistant Females Reveals Alterations in Steroids and Fatty Acids. J Clin Endocrinol Metab 2021; 106:e638-e649. [PMID: 33053159 DOI: 10.1210/clinem/dgaa732] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 10/08/2020] [Indexed: 01/13/2023]
Abstract
BACKGROUND The global diabetes epidemic is largely attributed to obesity-triggered metabolic syndrome. However, the impact of insulin resistance (IR) prior to obesity on the high prevalence of diabetes and the molecular mediators remain largely unknown. This study aims to compare the metabolic profiling of apparently healthy lean/overweight participants with IR and insulin sensitivity (IS), and identify the metabolic pathways underlying IR. METHODS In this cross-sectional study, clinical and metabolic data for 200 seemingly healthy young female participants (100 IR and 100 IS) was collected from Qatar Biobank. Orthogonal partial least square analysis was performed to assess the extent of separation between individuals from the 2 groups based on measured metabolites. Classical linear models were used to identify the metabolic signature of IR, followed by elastic-net-regularized generalized linear model (GLMNET) and receiver operating characteristic (ROC) analysis to determine top metabolites associated with IR. RESULTS Compared to lean/overweight participants with IS, those with IR showed increased androgenic steroids, including androsterone glucuronide, in addition to various microbiota byproducts, such as the phenylalanine derivative carboxyethylphenylalanine. On the other hand, participants with IS had elevated levels of long-chain fatty acids. A ROC analysis suggested better discriminatory performance using 20 metabolites selected by GLMNET in comparison to the classical clinical traits (area under curve: 0.93 vs 0.73, respectively). CONCLUSION Our data confirm the multifactorial mechanism of IR with a diverse spectrum of emerging potential biomarkers, including steroids, long-chain fatty acids, and microbiota metabolites. Further studies are warranted to validate these markers for diagnostic and therapeutic applications.
Collapse
Affiliation(s)
- Ilhame Diboun
- College of Health and Life Sciences, Hamad Bin Khalifa University (HBKU), Doha, Qatar
| | | | - Hend Al-Jaber
- Biomedical Research Center (BRC), Qatar University, Doha, Qatar
| | - Omar Albagha
- College of Health and Life Sciences, Hamad Bin Khalifa University (HBKU), Doha, Qatar
| | | |
Collapse
|