1
|
Li T, Tan L, Lei F, Tang X. Sex-Specific Associations Between Leucocyte Measures and Obstructive Sleep Apnea in Han Chinese. Nat Sci Sleep 2024; 16:1757-1768. [PMID: 39502380 PMCID: PMC11536985 DOI: 10.2147/nss.s475717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 09/30/2024] [Indexed: 11/08/2024] Open
Abstract
Background White blood cell (WBC) and its subset counts are standard, inexpensive, direct markers of inflammation. Obstructive sleep apnea (OSA) is implicated in changes in inflammation markers, and sex differences are evident in both OSA and inflammation. It is unknown whether sex modulates the relationship between OSA severity and leukocyte measures. Methods 1222 patients (914 males, 308 females) underwent overnight laboratorial polysomnography and measurement of WBC and its subset (lymphocyte, neutrophil, monocyte) counts. Patients were divided into primary snoring and mild, moderate, and severe OSA groups, and differences in leukocyte parameters were analyzed separately by sex in multivariable analyses. Results In multiple regression models, higher apnea-hypopnea index (AHI) was independently associated with neutrophil counts only in men, and with higher total WBC, lymphocyte and monocyte counts both in women and men. Further ordinal logistic regression analysis revealed a significant association between AHI and total WBC (OR 1.87, 95% CI 1.09-3.23) and neutrophil (OR 1.77, 95% CI 1.02-3.07) counts in men only. Correlation analysis also revealed more robust relationships between leukocyte measures and cardiometabolic risk markers in men than in women. Conclusion This study provides novel data suggesting a significant association between neutrophil count and OSA severity only in men but not women. Similarly, the relationship between leukocyte parameters and cardiometabolic risk markers were more pronounced in men than women. Our findings suggest a sex-specific impact of OSA on leukocyte measures and on their relationship with indices of cardiometabolic risk.
Collapse
Affiliation(s)
- Taomei Li
- Sleep Medicine Center, Mental Health Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Lu Tan
- Sleep Medicine Center, Mental Health Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Fei Lei
- Sleep Medicine Center, Mental Health Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Xiangdong Tang
- Sleep Medicine Center, Mental Health Center, Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| |
Collapse
|
2
|
Zhang L, Chen J, Zhong S, Luo J, Tang P. Causal associations of white blood cell count and sudden sensorineural hearing loss: a bidirectional and multivariable Mendelian randomization study. Front Neurol 2024; 15:1387244. [PMID: 39399875 PMCID: PMC11466794 DOI: 10.3389/fneur.2024.1387244] [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: 02/17/2024] [Accepted: 09/12/2024] [Indexed: 10/15/2024] Open
Abstract
Background Numerous compelling observational studies have demonstrated a plausible correlation between the white blood cell count and the susceptibility to sudden sensorineural hearing loss (SSNHL). Nevertheless, the exact causal relationship between these two factors remains ambiguous. The objective of our study was to assess the causal impact of white blood cell count on sudden sensorineural hearing loss through the implementation of a bidirectional and multivariable Mendelian randomization (MR) methodology. Methods Genetic data pertaining to white blood cell count were acquired from the Blood Cell Consortium, encompassing a total of 563,946 subjects. Concurrently, summary data on sudden sensorineural hearing loss were sourced from a Genome-Wide Association Study (GWAS), involving 196,592 participants, comprising 1,491 cases and 195,101 controls. The primary method employed for MR analysis was the Inverse Variance Weighted method (IVW), while sensitivity analysis utilized the Weighted Median method, MR-Egger method, and MR-PRESSO method. Results In IVW method, genetically predicted elevated lymphocyte cell count demonstrates an effective reduction in the risk of sudden sensorineural hearing loss (odds ratio = 0.747, 95% CI = 0.565-0.987, p = 0.04). These findings remain consistent in multivariate MR analysis, even after adjusting for monocyte cell count and neutrophil cell count levels (odds ratio = 0.929, 95% CI = 0.867-0.995, p = 0.036). However, there is no discernible evidence supporting a direct causal relationship between monocyte cell count and neutrophil cell count levels and the occurrence of SSNHL. Conclusion Within the normal range, higher lymphocyte cell count levels exhibit a potential protective effect against SSNHL. Meanwhile, no direct causal relationship are identified between monocyte cell count and neutrophil cell count levels and the risk of SSNHL.
Collapse
Affiliation(s)
- Ling Zhang
- Department of Otorhinolaryngology, The People’s Hospital of Yubei District of Chongqing, Chongqing, China
| | - Jialei Chen
- Department of Otolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Pathology and Pathophysiology, Chongqing Medical University, Chongqing, China
- Molecular Medicine and Cancer Research Center, College of Basic Medical Sciences, Chongqing Medical University, Chongqing, China
| | - Shixun Zhong
- Department of Otolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Luo
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Pathology, Chongqing Medical University, Chongqing, China
| | - Ping Tang
- Department of Otorhinolaryngology, The People’s Hospital of Yubei District of Chongqing, Chongqing, China
| |
Collapse
|
3
|
Zhang X, Qiu W, Huang J, Pang X, Su Y, Ye J, Zhou S, Tang Z, Wang R, Su R. Insulin combined with N-acetylcysteine attenuates type 1 diabetes-induced splenic inflammatory injury in canines by inhibiting the MAPKs-NF-κB signaling pathway and pyroptosis. J Diabetes Complications 2024; 38:108805. [PMID: 39089052 DOI: 10.1016/j.jdiacomp.2024.108805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 07/05/2024] [Accepted: 07/06/2024] [Indexed: 08/03/2024]
Abstract
PURPOSE Type 1 diabetes (T1DM) is a chronic metabolic disorder that can cause damage to multiple organs including the spleen. Sole insulin therapy is not satisfactory. This study aims to investigate the effects and mechanisms of combined treatment with insulin and N-acetylcysteine (NAC) on spleen damage in T1DM canines, in order to identify drugs that may better assist patients in the management of diabetes and its complications. METHODS The canine model of T1DM was established by intravenous injection of alloxan (ALX) and streptozotocin (STZ). The therapeutic effects of insulin and NAC were evaluated by clinical manifestations, spleen protein and mRNA expression. RESULTS The results indicate that the combined treatment of insulin and NAC can alleviate hyperglycemia and hematologic abnormalities, improve splenic histopathological changes, prevent fibrous tissue proliferation, and glycogen deposition. In addition, we observed that this combination treatment significantly suppressed the protein expression of p-P65/P65 (17.6 %, P < 0.05), NLRP3 (46.8 %, P < 0.05), and p-P38/P38 (37.1 %, P < 0.05) induced by T1DM when compared to insulin treatment alone. Moreover, it also significantly decreased the mRNA expression of TLR4 (45.0 %, P < 0.01), TNF-α (30.3 %, P < 0.05), and NLRP3 (43.3 %, P < 0.05). CONCLUSIONS This combination has the potential to mitigate splenic inflammatory injury in T1DM canines by suppressing the activation of MAPKs-NF-κB pathway and pyroptosis. These findings provide a reference for the treatment strategies of diabetes and its complications.
Collapse
Affiliation(s)
- Xinting Zhang
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Wenyue Qiu
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Jianjia Huang
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Xiaoyue Pang
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Yiman Su
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Jiali Ye
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Shuilian Zhou
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Zhaoxin Tang
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China
| | - Rongmei Wang
- Henry Fok College of Biology and Agriculture, Shaoguan University, No. 288, Daxue Road, Zhenjiang District, Shaoguan, 512005, People's Republic of China
| | - Rongsheng Su
- College of Veterinary Medicine, South China Agricultural University, 483 Wushan road, Tianhe district, Guangzhou, 510642, People's Republic of China.
| |
Collapse
|
4
|
Groenewald EJ, Nkambule BB, Nyambuya TM. Aggravated Systemic Inflammation and Atherogenicity in African Patients Living With Type 2 Diabetes and Hypertension Comorbidity. Clin Med Insights Endocrinol Diabetes 2024; 17:11795514241263298. [PMID: 39081822 PMCID: PMC11287731 DOI: 10.1177/11795514241263298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 07/04/2024] [Indexed: 08/02/2024] Open
Abstract
Objective To explore routinely measured markers of systemic inflammation in hypertension (HTN) and type 2 diabetes (T2D) comorbidity, and their association with atherogenicity. Methods This study included a total of 70 patients with T2D which were categorised into 2 groups, that is with T2D and with HTN comorbidity (T2D + HTN) (n = 35/group). All measured laboratory parameters were determined using standardised methods. Results The neutrophil/lymphocyte ratio (NLR) was elevated in patients with T2D + HTN when compared to those with T2D (P = .0494). This was also the case with C-reactive protein (CRP) levels (P < .0001) and systemic immune-inflammation (SII) index (P = .0298). Notably, the majority of patients with T2D + HTN [63% (n = 22)] were classified as having an intermediate or high atherogenic index of plasma (AIP). The correlation analysis of systemic inflammation showed significant associations between CRP and age (r = .24, P = .0477); CRP and red blood cell count (r = -.4, P = .0455), and SII and systolic blood pressure (SBP) (r = .33, P = .0056). However, there was no association between inflammatory profiles and lipograms (P > .05). We further assessed predictors for an elevated AIP using mutivariable regression model adjusted for age, SBP, CRP and SII. Only NLR was a significant predictor of AIP (β = .287, SE: 0.1, P = .0046). Conclusion HTN comorbidity in T2D is associated with exacerbated levels of inflammation and atherogenicity. NLR is a significant independent risk factor for increased atherogenicity in patients with T2D. Therefore, the use of therapeutic strategies that target and alleviate inflammation in patients with T2D and HTN comorbidity is imperative in reducing the initiating and progression of cardiovascular events (CVEs).
Collapse
Affiliation(s)
- Ernst J Groenewald
- Department of Health Sciences, Faculty of Health and Applied Sciences, Namibia University of Science and Technology, Windhoek, Namibia
| | - Bongani B Nkambule
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Tawanda M Nyambuya
- Department of Molecular Medicine and Haematology, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| |
Collapse
|
5
|
Hoes LLF, Riksen NP, Geleijnse JM, de Groot MCH, T van der Schouw Y, Visseren FLJ, Koopal C. Relationship of neutrophil-to-lymphocyte ratio, in addition to C-reactive protein, with cardiovascular events in patients with type 2 diabetes. Diabetes Res Clin Pract 2024; 213:111727. [PMID: 38848966 DOI: 10.1016/j.diabres.2024.111727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 05/10/2024] [Accepted: 06/02/2024] [Indexed: 06/09/2024]
Abstract
AIM To quantify the relationship of neutrophil-to-lymphocyte ratio (NLR) with cardiovascular events and all-cause mortality in patients with type 2 diabetes (T2D), independent of C-reactive protein (CRP). METHODS Patients with T2D from the UCC-SMART-cohort were studied using multivariable-adjusted Cox regression. The relationship of NLR and CRP with vascular events (cerebrovascular events, myocardial infarction and vascular death) and all-cause mortality was quantified. RESULTS During 10,833 person-years, 232 vascular events and 302 deaths occurred in 1,239 patients with T2D. Risk of vascular events and all-cause mortality increased per standard deviation (SD) in NLR (hazard ratio (HR) 1.27; 95 % confidence interval (CI):1.11-1.46) and 1.15; 95 % CI:1.02-1.30) after adjustment for CRP. CRP was not associated with vascular events after adjustment for NLR, (HR per SD 1.03; 95 % CI: 0.90-1.19), but was associated with all-cause mortality (HR per SD 1.18; 95 % CI: 1.04-1.33). Notably, NLR was related to vascular events in patients with CRP < 2 mg/L (HR per unit 1.45; 95 % CI: 1.19-1.77). CONCLUSION In patients with T2D, NLR is related to higher risk of CVD and all-cause mortality, independently from CRP. NLR is related to CVD even when CRP is low, indicating that NLR is a marker of CVD-risk in addition to CRP. Both NLR and CRP are independently related to all-cause mortality in T2D patients.
Collapse
Affiliation(s)
- Lukas L F Hoes
- Department of Vascular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Niels P Riksen
- Department of Internal Medicine, Division of Vascular Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johanna M Geleijnse
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, the Netherlands
| | - Mark C H de Groot
- Utrecht Patient Oriented Database, Central Diagnostic Laboratory, Division of Laboratory, Pharmacy, and Biogenetics, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Yvonne T van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Frank L J Visseren
- Department of Vascular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
| | - Charlotte Koopal
- Department of Vascular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| |
Collapse
|
6
|
Kui L, Dong C, Wu J, Zhuo F, Yan B, Wang Z, Yang M, Xiong C, Qiu P. Causal association between type 2 diabetes mellitus and acute suppurative otitis media: insights from a univariate and multivariate Mendelian randomization study. Front Endocrinol (Lausanne) 2024; 15:1407503. [PMID: 38836234 PMCID: PMC11148255 DOI: 10.3389/fendo.2024.1407503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 05/09/2024] [Indexed: 06/06/2024] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) and hearing loss (HL) constitute significant public health challenges worldwide. Recently, the association between T2DM and HL has aroused attention. However, possible residual confounding factors and other biases inherent to observational study designs make this association undetermined. In this study, we performed univariate and multivariable Mendelian Randomization (MR) analysis to elucidate the causal association between T2DM and common hearing disorders that lead to HL. Methods Our study employed univariate and multivariable MR analyses, with the Inverse Variance Weighted method as the primary approach to assessing the potential causal association between T2DM and hearing disorders. We selected 164 and 9 genetic variants representing T2DM from the NHGRI-EBI and DIAGRAM consortium, respectively. Summary-level data for 10 hearing disorders were obtained from over 500,000 participants in the FinnGen consortium and MRC-IEU. Sensitivity analysis revealed no significant heterogeneity of instrumental variables or pleiotropy was detected. Results In univariate MR analysis, genetically predicted T2DM from both sources was associated with an increased risk of acute suppurative otitis media (ASOM) (In NHGRI-EBI: OR = 1.07, 95% CI: 1.02-1.13, P = 0.012; In DIAGRAM: OR = 1.14, 95% CI: 1.02-1.26, P = 0.016). Multivariable MR analysis, adjusting for genetically predicted sleep duration, alcohol consumption, body mass index, and smoking, either individually or collectively, maintained these associations. Sensitivity analyses confirmed the robustness of the results. Conclusion T2DM was associated with an increased risk of ASOM. Strict glycemic control is essential for the minimization of the effects of T2DM on ASOM.
Collapse
Affiliation(s)
- Lihong Kui
- Xiamen Rehabilitation Hospital, Xiamen, Fujian, China
| | - Cheng Dong
- Depart of Rehabilitation Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Junyu Wu
- School of Physical Education, Shanghai University of Sport, Shanghai, China
| | - Feinan Zhuo
- Department of Rehabilitation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Bin Yan
- School of Rehabilitation Medicine, Jiangsu Vocational College of Medicine, Jiangsu, China
| | - Zhewei Wang
- Department of Rehabilitation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Meiling Yang
- Xiamen Rehabilitation Hospital, Xiamen, Fujian, China
| | - Canhai Xiong
- Xiamen Rehabilitation Hospital, Xiamen, Fujian, China
| | - Peng Qiu
- Department of Rehabilitation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| |
Collapse
|
7
|
Bi Y, Gao Y, Xie Y, Zhou M, Liu Z, Tian S, Sun C. White blood cells and type 2 diabetes: A Mendelian randomization study. PLoS One 2024; 19:e0296701. [PMID: 38427644 PMCID: PMC10906821 DOI: 10.1371/journal.pone.0296701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 12/17/2023] [Indexed: 03/03/2024] Open
Abstract
BACKGROUND Observational studies have demonstrated an association between white blood cells (WBC) subtypes and type 2 diabetes (T2D) risk. However, it is unknown whether this relationship is causal. We used Mendelian randomization (MR) to investigate the causal effect of WBC subtypes on T2D and glycemic traits. METHODS The summary data for neutrophil, lymphocyte, monocyte, eosinophil, and basophil counts were extracted from a recent genome-wide association study (n = 173,480). The DIAGRAM and MAGIC consortia offered summary data pertaining to T2D and glycemic characteristics, including fasting glucose (FG) (n = 133,010), glycosylated hemoglobin (HbA1c) (n = 46,368), and homeostatic model assessment-estimated insulin resistance (HOMA-IR) (n = 37,037). A series of MR analyses (univariable MR, multivariable MR, and reverse MR) were used to investigate the causal association of different WBC subtypes with T2D and glycemic traits. RESULTS Using the inverse-variance weighted method, we found one standard deviation increases in genetically determined neutrophil [odd ratio (OR): 1.086, 95% confidence interval (CI): 0.877-1.345], lymphocyte [0.878 (0.766-1.006)], monocyte [1.010 (0.906-1.127)], eosinophil [0.995 (0.867-1.142)], and basophil [0.960 (0.763-1.207)] were not causally associated with T2D risk. These findings were consistent with the results of three pleiotropy robust methods (MR-Egger, weighted median, and mode-based estimator) and multivariable MR analyses. Reverse MR analysis provided no evidence for the reverse causation of T2D on WBC subtypes. The null causal effects of WBC subtypes on FG, HbA1c, and HOMA-IR were also identified. CONCLUSIONS WBCs play no causal role in the development of insulin resistance and T2D. The observed association between these factors may be explained by residual confounding.
Collapse
Affiliation(s)
- Yaru Bi
- Department of Endocrinology and Metabolism, First Hospital of Jilin University, Changchun, China
| | - Yuan Gao
- Department of Endocrinology and Metabolism, First Hospital of Jilin University, Changchun, China
| | - Yao Xie
- Department of Clinical Nutrition, First Hospital of Jilin University, Changchun, China
| | - Meng Zhou
- Department of Obstetrics and Gynecology, Shengli Oilfield Central Hospital, Dongying, China
| | - Zhiyuan Liu
- Department of Clinical Medicine, Yanbian University, Yanji, China
| | - Suyan Tian
- Division of Clinical Research, First Hospital of Jilin University, Changchun, China
| | - Chenglin Sun
- Department of Endocrinology and Metabolism, First Hospital of Jilin University, Changchun, China
- Department of Clinical Nutrition, First Hospital of Jilin University, Changchun, China
| |
Collapse
|
8
|
Fajkić A, Jahić R, Begić E, Dervišević A, Kurtović A, Lepara O. Complete blood count inflammation derived indexes as predictors of metabolic syndrome in type 2 diabetes mellitus. Technol Health Care 2024; 32:2321-2330. [PMID: 38251075 DOI: 10.3233/thc-231101] [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] [Indexed: 01/23/2024]
Abstract
BACKGROUND Metabolic syndrome (MetS) is a group of comorbidities related to regulating hyperglycemia and acute cardiovascular incidents and complications. With the increasing prevalence in individuals with type 2 diabetes mellitus (T2DM), MetS represents an increasing public health problem and clinical challenge, and early diagnosis is necessary to avoid the accelerated development of diabetic complications. OBJECTIVE To investigate the role of Complete Blood Count-derived Inflammation Indexes (CBCIIs) in predicting MetS in T2DM individuals. METHODS The study was designed as a two-year prospective study and included 80 T2DM individuals divided into MetS and non-MetS groups based on MetS development over two years. The sera samples were analyzed for complete blood count parameters and C-reactive protein (CRP). Based on the laboratory test results, 13 CBCIIs were calculated and analyzed. The receiver operating characteristic (ROC) curve and their corresponding areas under the curve (AUC) were used to determine prognostic accuracy. RESULTS There were significant differences between T2DM participants with Mets and those without MetS concerning Neutrophil to Platelet Ratio (NPR) values (p< 0.001), Neutrophil to Lymphocyte and Platelet Ratio (NLPR) (p< 0.001), Platelet to Lymphocyte Ratio (PLR) (p< 0.001), Lymphocyte to C-reactive protein Ratio (LCR) (p< 0.001), C-reactive protein to Lymphocyte Ratio (CRP/Ly) (p< 0.001), Systemic immune inflammation index (SII) (< 0.001), and Aggregate Index of Systemic Inflammation (AISI) (p= 0.005). The results of ROC curve analysis have shown that the LCR (AUC of 0.907), CRP/Ly (AUC of 0.907) can serve as excellent predictors, but NPR (AUC of 0.734), NLRP (AUC of 0.755), PLR (AUC of 0.823), SII (AUC of 0.745), and AISI (AUC of 0.688) as good predictors of MetS in T2 DM individuals. CONCLUSION This study confirms the reliability of the CBCIIs as novel, simple, low cost and valuable predictors of MetS developing in T2DM.
Collapse
Affiliation(s)
- Almir Fajkić
- Department of Pathophysiology, Faculty of Medicine, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Rijad Jahić
- General Hospital "Prim. Dr. Abdulah Nakas", Sarajevo, Bosnia and Herzegovina
| | - Edin Begić
- Department of Pharmacology, Sarajevo Medical School, Sarajevo School of Science and Technology, Sarajevo, Bosnia and Herzegovina
- Department of Cardiology, General Hospital "Prim. Dr. Abdulah Nakas", Sarajevo, Bosnia and Herzegovina
| | - Amela Dervišević
- Department of Physiology, Faculty of Medicine, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Avdo Kurtović
- Clinical Center University of Tuzla, Tuzla, Bosnia and Herzegovina
| | - Orhan Lepara
- Department of Physiology, Faculty of Medicine, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| |
Collapse
|
9
|
Ben EE, Beshel JA, Owu DU, Palacios J, Nwokocha M, Bórquez J, Simirgiotis MJ, Nwokocha CR. Identification of Phytochemicals and Assessment of Hypoglycemic and Haematological Potentials of Terminalia catappa Linn leaf Extract in Alloxan-induced Diabetic Wistar Rats. Cardiovasc Hematol Agents Med Chem 2024; 22:139-150. [PMID: 37246326 DOI: 10.2174/1871525721666230526152917] [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: 11/11/2022] [Revised: 03/08/2023] [Accepted: 04/19/2023] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Hypoglycemia and anemia are associated with diabetes mellitus. Medicinal plants and orthodox drugs have been used for the management of this disease. This study aimed to validate the ethnomedical claims of Terminalia catappa Linn. leaf extract in reducing hyperglycemia and hematological potentials in alloxan-induced diabetic rats and to identify likely antidiabetic compounds. MATERIALS AND METHODS Ultra-high-performance liquid chromatography was used to identify the various phytochemical constituents. Male Wistar rats were randomly divided into five groups containing 6 rats per group. Group 1 (control) received 0.2 ml/kg of distilled water, group 2 received 130 mg/kg of T. catappa aqueous extract, groups 3-5 were diabetic and received 0.2 ml/g distilled water, 130 mg/kg T. catappa extract and 0.75 IU/kg insulin respectively for 14 days. Hematological parameters were measured and an oral glucose tolerance test was carried out using 2 g/kg body weight glucose. A histological analysis of the pancreas was done. RESULTS Twenty-five compounds identified as flavonoids, phenolic acids, tannins, and triterpenoids were detected. The blood glucose levels were significantly (p <0.05) elevated in DM groups but were significantly (p <0.05) reduced following Terminalia catappa leaves extract to DM groups. There was s significant (p <0.05) increase in insulin levels improved hematological parameters (RBC, WBC, and platelets), and increased islet population. CONCLUSION These results suggest that T. catappa extract has hypoglycemic, insulinogenic, and hematopoietic potentials in diabetic condition and offer protection to the pancreas which could be attributed to the phytochemical constituents thereby justifying its use in traditional therapy.
Collapse
Affiliation(s)
- Ezekiel E Ben
- Department of Physiology, University of Uyo, Akwa Ibom State, Nigeria
| | - Justin A Beshel
- Department of Physiology, University of Calabar, Cross River State, Nigeria
| | - Daniel U Owu
- Department of Physiology, University of Calabar, Cross River State, Nigeria
| | - Javier Palacios
- Laboratorio de Bioquímica Aplicada, Facultad de Ciencias de la Salud, Universidad Arturo Prat, Iquique, 1110939, Chile
| | - Magdalene Nwokocha
- Department of Pathology, Faculty of Medical Sciences, University of the West Indies, Mona Campus, Kingston, Jamaica
| | - Jorge Bórquez
- Laboratorio de Productos Naturales, Departamento de Química, Facultad Ciencias Básicas, Universidad de Antofagasta, Casilla 170, Antofagasta, Chile
| | - Mario J Simirgiotis
- Instituto de Farmacia, Facultad de Ciencias, Universidad Austral de Chile, Casilla 567, Valdivia, 5090000, Chile
| | - Chukwuemeka R Nwokocha
- Department of Basic Medical Sciences, Faculty of Medical Sciences, University of the West Indies, Mona Campus, Kingston, Jamaica
| |
Collapse
|
10
|
Ye YX, Wang Y, Wu P, Yang X, Wu L, Lai Y, Ouyang J, Li Y, Li P, Hu Y, Wang YX, Song X, Yan S, Lv C, Liu G, Pan A, Pan XF. Blood Cell Parameters From Early to Middle Pregnancy and Risk of Gestational Diabetes Mellitus. J Clin Endocrinol Metab 2023; 108:e1702-e1711. [PMID: 37279929 DOI: 10.1210/clinem/dgad336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/22/2023] [Accepted: 06/02/2023] [Indexed: 06/08/2023]
Abstract
CONTEXT Chronic low-grade inflammation may play a crucial role in the pathogenesis of gestational diabetes mellitus (GDM). However, prospective studies on the relations of inflammatory blood cell parameters during pregnancy with GDM are lacking. OBJECTIVE To prospectively investigate the associations of inflammatory blood cell parameters in both early and middle pregnancy, and their change patterns from early to middle pregnancy, with GDM risk. METHODS We used data from the Tongji-Shuangliu Birth Cohort. Inflammatory blood cell parameters (white blood cells [WBC], neutrophils, lymphocytes, monocytes, neutrophil to lymphocyte ratio [NLR], and platelets) were assayed before 15 weeks and between 16 and 28 weeks of gestational age. Logistic regression was used to evaluate the associations between inflammatory blood cell parameters and GDM. RESULTS Of the 6354 pregnant women, 445 were diagnosed with GDM. After adjustment for potential confounders, WBC, neutrophils, lymphocytes, monocytes, and NLR in early pregnancy were positively associated with GDM risk (odds ratios [95% CI] for extreme-quartile comparison were 2.38 [1.76-3.20], 2.47 [1.82-3.36], 1.40 [1.06-1.85], 1.69 [1.27-2.24], and 1.51 [1.12-2.02], respectively, all P for trend ≤ .010). Similarly, higher levels of WBC, neutrophils, monocytes, and NLR in middle pregnancy were associated with increased risk of GDM (all P for trend ≤ .014). Stable high levels (≥ median in both early and middle pregnancy) of WBC, neutrophils, monocytes, and NLR were positively associated with GDM risk (all P ≤ .001). CONCLUSION Increased WBC, neutrophils, monocytes, and NLR in both early and middle pregnancy and their stable high levels from early to middle pregnancy were associated with higher GDM risk, highlighting that they might be clinically relevant for identifying individuals at high risk for GDM.
Collapse
Affiliation(s)
- Yi-Xiang Ye
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yi Wang
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Ping Wu
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xue Yang
- Section of Epidemiology and Population Health, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- Department of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Linjing Wu
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yuwei Lai
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Jing Ouyang
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yanqin Li
- Department of Obstetrics, Shuangliu Maternal and Child Health Hospital, Chengdu, Sichuan 610200, China
| | - Peishan Li
- Department of Obstetrics, Shuangliu Maternal and Child Health Hospital, Chengdu, Sichuan 610200, China
| | - Yayi Hu
- Department of Obstetrics and Gynecology, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Yi-Xin Wang
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02138, USA
| | - Xingyue Song
- Department of Emergency, Hainan Clinical Research Center for Acute and Critical Diseases, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Shijiao Yan
- School of Public Health, Hainan Medical University, Haikou, Hainan 571199, China
- Research Unit of Island Emergency Medicine, Chinese Academy of Medical Sciences, Hainan Medical University, Haikou, Hainan 571199, China
| | - Chuanzhu Lv
- Research Unit of Island Emergency Medicine, Chinese Academy of Medical Sciences, Hainan Medical University, Haikou, Hainan 571199, China
- Emergency Medicine Center, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China
- Key Laboratory of Emergency and Trauma of Ministry of Education, Hainan Medical University, Haikou, Hainan 571199, China
| | - Gang Liu
- Department of Nutrition & Food Hygiene, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - An Pan
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xiong-Fei Pan
- Section of Epidemiology and Population Health & Department of Gynecology and Obstetrics, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children & National Medical Products Administration Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- Shuangliu Institute of Women's and Children's Health, Shuangliu Maternal and Child Health Hospital, Chengdu, Sichuan 610200, China
- Center for Epidemiology and Population Health, Integrated Traditional Chinese and Western Medicine Institute & Chengdu Integrated Traditional Chinese and Western Medicine Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137, China
| |
Collapse
|
11
|
Nie Y, Zhou H, Wang J, Kan H. Association between systemic immune-inflammation index and diabetes: a population-based study from the NHANES. Front Endocrinol (Lausanne) 2023; 14:1245199. [PMID: 38027115 PMCID: PMC10644783 DOI: 10.3389/fendo.2023.1245199] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Background Systemic Immune-Inflammation Index (SII) has been reported to be associated with diabetes. We aimed to assess possible links between SII and diabetes. Methods Data were obtained from the 2017-2020 National Health and Nutrition Examination Survey (NHANES) database. After removing missing data for SII and diabetes, we examined patients older than 20 years. Simultaneously, the relationship between SII and diabetes was examined using weighted multivariate regression analysis, subgroup analysis, and smooth curve fitting. Results There were 7877 subjects in this study, the average SII was 524.91 ± 358.90, and the prevalence of diabetes was 16.07%. Weighted multivariate regression analysis found that SII was positively associated with diabetes, and in model 3, this positive association remained stable (OR = 1.04; 95% CI: 1.02-1.06; p = 0.0006), indicating that each additional unit of SII, the possibility of having diabetes increased by 4%. Gender, age, BMI, regular exercise, high blood pressure, and smoking did not significantly affect this positive link, according to the interaction test (p for trend>0.05). Discussion Additional prospective studies are required to examine the precise connection between higher SII levels and diabetes, which may be associated with higher SII levels.
Collapse
Affiliation(s)
- Yiqi Nie
- School of Medical Information Engineering, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, China
- Anhui Computer Application Research Institute of Chinese Medicine, China Academy of Chinese Medical Sciences, Hefei, Anhui, China
| | - Haiting Zhou
- School of Chinese Medicine, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, China
| | - Jing Wang
- School of Chinese Medicine, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, China
| | - Hongxing Kan
- School of Medical Information Engineering, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, China
- Anhui Computer Application Research Institute of Chinese Medicine, China Academy of Chinese Medical Sciences, Hefei, Anhui, China
| |
Collapse
|
12
|
Li J, Niu Q, Wu A, Zhang Y, Hong L, Wang H. Causal relationship between circulating immune cells and the risk of type 2 diabetes: a Mendelian randomization study. Front Endocrinol (Lausanne) 2023; 14:1210415. [PMID: 37305035 PMCID: PMC10247959 DOI: 10.3389/fendo.2023.1210415] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 05/09/2023] [Indexed: 06/13/2023] Open
Abstract
Objectives Though type 2 diabetes (T2D) has been known as a metabolic disease caused by multiple factors, the etiology remains insufficiently understood. Here, we aimed to figure out whether circulating immune cell profiles causally impact T2D liability. Methods We applied one genome-wide association study (GWAS) summary statistics of blood traits in 563,085 participants from the Blood Cell Consortium and another GWAS of flow cytometric profile of lymphocyte subsets comprising 3,757 Sardinians to identify genetically predicted blood immune cells. We also obtained GWAS summary statistics in 898,130 individuals from the DIAGRAM Consortium to evaluate genetically predicted T2D. We primarily used inverse variance weighted (IVW) and weighted median methods to perform Mendelian randomization analyses and sensitivity analyses to evaluate heterogeneity and pleiotropy. Results For circulating blood leukocyte and its subpopulations, the increase of genetically predicted circulating monocyte count was causally correlated with a higher risk of T2D [odds ratio (OR) = 1.06, 95% confidence interval (CI) = 1.02-1.10, p = 0.0048]. For lymphocyte subsets, CD8+ T cell and CD4+ CD8dim T cell count were identified with causal effect on T2D susceptibility (CD8+ T cell: OR = 1.09, 95% CI = 1.03-1.17, p = 0.0053; CD4+ CD8dim T cell: OR = 1.04, 95% CI = 1.01-1.08, p = 0.0070). No pleiotropy was determined. Conclusions These findings demonstrated that higher circulating monocyte and T-lymphocyte subpopulation predicted increased T2D susceptibility, which confirmed the immunity predisposition for T2D. Our results may have the potential to provide new therapeutic targets for the diagnosis and treatment of T2D.
Collapse
Affiliation(s)
| | | | | | | | | | - Hu Wang
- *Correspondence: Hu Wang, ; Liquan Hong,
| |
Collapse
|
13
|
Role of Innate Immune Cells in Chronic Diabetic Wounds. J Indian Inst Sci 2023. [DOI: 10.1007/s41745-022-00355-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
|
14
|
Chen G, Tan C, Liu X, Wang X, Tan Q, Chen Y. Associations between Systemic Immune-Inflammation Index and Diabetes Mellitus Secondary to Pancreatic Ductal Adenocarcinoma. J Clin Med 2023; 12:756. [PMID: 36769405 PMCID: PMC9917636 DOI: 10.3390/jcm12030756] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND There is a high prevalence of diabetes mellitus (DM) in patients with pancreatic ductal adenocarcinoma (PDAC). An inflammatory response is considered as a potential mechanism involved in the process. The systemic immune-inflammation (SII) index is an integrated and novel inflammatory indicator developed in recent years. The purpose of this study was to determine the relationship between the SII and DM secondary to PDAC. METHOD Patients with a confirmed diagnosis of PDAC were analyzed in this cross-sectional study. Anthropometric measures, glucose-related data (including fasting glucose, 2 h OGTT, glycated hemoglobin, fasting insulin, and fasting c-peptide), tumor characteristics (tumor volumes, location and stages), and the periphery blood inflammatory index (white blood cell count, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and SII) were recorded. The inflammation index was analyzed for its association with glucose-related parameters. Multivariable logistic regression analysis was used to analyze the association between SII levels and DM secondary to PDAC. RESULTS Blood cell results showed that the white blood cell count, neutrophils, lymphocytes, monocytes, platelets, the neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio were higher in patients with diabetes. It was worth noting that SII significantly increased in patients with diabetes secondary to PDAC (4.41 vs. 3.19, p < 0.0001). Multivariable logistic regression analysis showed that SII (OR: 2.024, 95%CI: 1.297, 3.157, p = 0.002) and age (OR: 1.043, 95%CI: 1.01, 1.077, p = 0.011) were the risk factors for DM secondary to PDAC after adjusting for covariates. According to Spearmen correlation analysis, SII was positively correlated with fasting glucose (r = 0.345, p < 0.0001), 2 h OGTT (r = 0.383, p < 0.0001), HbA1c (r = 0.211, p = 0.005), fasting insulin (r = 0.435, p < 0.0001), fasting C-peptide (r = 0.420, p < 0.0001), and HOMA2-IR (r = 0.491, p < 0.0001). CONCLUSIONS In conclusion, SII is significantly increased among patients with DM secondary to PDAC and is associated with the DM in patients with PDAC (OR: 2.382, 95% CI: 1.157, 4.903, p = 0.019). Additionally, SII is significantly correlated with insulin resistance. We are the first to investigate the relationship between SII and diabetes secondary to PDAC and further confirm the role of an inflammatory response in this process. More studies need to be designed to clarify how inflammatory responses participate.
Collapse
Affiliation(s)
| | | | | | | | | | - Yonghua Chen
- Department of Pancreatic Surgery, West China Hospital of Sichuan University, Chengdu 610041, China
| |
Collapse
|
15
|
Li R, Li L, Liu B, Luo D, Xiao S. Associations of levels of peripheral blood leukocyte and subtypes with type 2 diabetes: A longitudinal study of Chinese government employees. Front Endocrinol (Lausanne) 2023; 14:1094022. [PMID: 37033252 PMCID: PMC10080122 DOI: 10.3389/fendo.2023.1094022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 02/28/2023] [Indexed: 04/11/2023] Open
Abstract
OBJECTIVES Available evidence suggests that type 2 diabetes (T2D) may be associated with inflammation and that leukocytes are a topical clinical, biological indicator of inflammation. This study investigates the associations between peripheral blood leukocyte and subtypes levels with T2D. METHODS A total of 5,475 individuals were included in the baseline examination from January 2018 to April 2020, with incidence data updated to April 30, 2021, and follow-up to 5,362 individuals. T2D was defined according to the Chinese guidelines for preventing and treating type 2 diabetes. Physiological and biochemical indicators, including leukocyte and subtypes, were obtained from the physical examination results of the tertiary care hospitals relied on at the cohort sites. Covariates such as demographic characteristics and lifestyle were collected by questionnaire. Binary logistic regression and Cox proportional hazard models were used to explore the correlations. Receiver Operating Characteristic (ROC) curves and time-dependent ROC curves were used to estimate the predictive diagnosis of T2D across the subtype of leukocytes. RESULTS The mean follow-up time was 12 months, and the cumulative incidence density of T2D was 4.0/1000 person-years. Cross-sectional results at baseline showed that the levels of peripheral blood leukocyte and its subtypes were higher in the T2D group than in the non-T2D group. Total leukocyte count and subtypes levels were grouped by quintile. After adjusting for age, sex, family history of diabetes, lifestyle score, and triglyceride levels, all were compared with the lowest quintile of each group. Logistic regression model results showed that the corrected OR for those with the highest quintile level of leukocyte was 2.01 (95% CI: 1.02-3.98). The longitudinal analysis showed that the adjusted HR was 8.43 (95%CI: 1.06-66.92) for those with the highest quintile level of leukocytes at baseline after controlling for the effects of the above covariates. For those with the highest quintile level of neutrophils at baseline, the adjusted HR was 5.05 (95%CI: 1.01-25.29). The leukocyte and subtypes had predictive values for T2D. CONCLUSION Patients with T2D have a higher level of peripheral blood leukocyte and subtypes than those without the disease. Elevated leukocyte and neutrophil counts may link to a higher risk of T2D.
Collapse
|
16
|
Raghavan JV, Dorai VK, Sagar SK, Sivaraman A, R KS, Jhunjhunwala S. Immunomodulatory Bandage for Accelerated Healing of Diabetic Wounds. ACS BIO & MED CHEM AU 2022; 2:409-418. [PMID: 35996477 PMCID: PMC9389529 DOI: 10.1021/acsbiomedchemau.1c00063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
![]()
Diabetic foot ulcers
are challenging to treat. Current strategies
to treat these wounds focus on preventing infection and promoting
tissue regrowth but are ineffective in many individuals. Low-grade
chronic inflammation is present in individuals with diabetes, and
altering the inflammatory responses at the wound site could be an
alternate approach to promote healing. We hypothesized that immunomodulation
of the wound microenvironment would result in accelerated healing.
To test this hypothesis, we began by characterizing the changes in
the myeloid cell phenotype in a mouse model [leptin receptor knockout
(KO) mouse] that closely mimics the type 2 diabetes condition observed
in humans. We observed increased numbers of monocytes and neutrophils
in the circulation of the KO mice compared to that in wild-type control
mice. We also observed several phenotypic changes in neutrophils from
the KO diabetic mice, suggesting low-grade systemic inflammation.
Hence, we developed a rapamycin-loaded chitosan scaffold that may
be used to modulate immune responses. The use of these immunomodulatory
scaffolds at a wound site resulted in accelerated healing compared
to the healing using blank scaffolds. In summary, our data suggest
that immunomodulation may be a viable strategy to promote the healing
of wounds in individuals with diabetes.
Collapse
Affiliation(s)
- Jayashree Vijaya Raghavan
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru, Karnataka 560012, India
| | - Vinod Kumar Dorai
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru, Karnataka 560012, India
| | - Shruthi Ksheera Sagar
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru, Karnataka 560012, India
| | - Archana Sivaraman
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru, Karnataka 560012, India
| | - Kalpana S R
- Sri Jayadeva Institute of Cardiovascular Sciences and Research, Bengaluru, Karnataka 560069, India
| | - Siddharth Jhunjhunwala
- Centre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru, Karnataka 560012, India
| |
Collapse
|
17
|
Feng Y, Wang Z, Cui R, Xiao M, Gao H, Bai H, Delvoux B, Zhang Z, Dekker A, Romano A, Wang S, Traverso A, Liu C, Zhang Z. Clinical analysis and artificial intelligence survival prediction of serous ovarian cancer based on preoperative circulating leukocytes. J Ovarian Res 2022; 15:64. [PMID: 35610701 PMCID: PMC9129061 DOI: 10.1186/s13048-022-00994-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 05/03/2022] [Indexed: 12/02/2022] Open
Abstract
Circulating leukocytes are an important part of the immune system. The aim of this work is to explore the role of preoperative circulating leukocytes in serous ovarian carcinoma and investigate whether they can be used to predict survival prognosis. Routine blood test results and clinical information of patients with serous ovarian carcinoma were retrospectively collected. And to predict survival according to the blood routine test result the decision tree method was applied to build a machine learning model. The results showed that the number of preoperative white blood cells (p = 0.022), monocytes (p < 0.001), lymphocytes (p < 0.001), neutrophils (p < 0.001), and eosinophils (p < 0.001) and the monocyte to lymphocyte (MO/LY) ratio in the serous ovarian cancer group were significantly different from those in the control group. These factors also showed a correlation with other clinicopathological characteristics. The MO/LY was the root node of the decision tree, and the predictive AUC for survival was 0.69. The features involved in the decision tree were the MO/LY, differentiation status, CA125 level, neutrophils (NE,) ascites cytology, LY% and age. In conclusion, the number and percentage of preoperative leukocytes in patients with ovarian cancer is changed significantly compared to those in the normal control group, as well as the MO/LY. A decision tree was built to predict the survival of patients with serous ovarian cancer based on the CA125 level, white blood cell (WBC) count, presence of lymph node metastasis (LNM), MO count, the MO/LY ratio, differentiation status, stage, LY%, ascites cytology, and age.
Collapse
Affiliation(s)
- Ying Feng
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.,Department of Obstetrics and Gynecology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Zhixiang Wang
- Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Ran Cui
- Department of Obstetrics and Gynecology, Peking University First Hospital, Beijing, China
| | - Meizhu Xiao
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Huiqiao Gao
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Huimin Bai
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Bert Delvoux
- Department of Obstetrics and Gynecology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Zhen Zhang
- Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Andre Dekker
- Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Andrea Romano
- Department of Obstetrics and Gynecology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Shuzhen Wang
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Alberto Traverso
- Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre+, Maastricht, The Netherlands.
| | - Chongdong Liu
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
| | - Zhenyu Zhang
- Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
18
|
Pournaras N, Andersson A, Kovach MA, Padra M, Che KF, Brundin B, Yoshihara S, Bozinovski S, Lindén SK, Jansson PA, Sköld MC, Qvarfordt I, Lindén A. Glucose Homeostasis in Relation to Neutrophil Mobilization in Smokers with COPD. Int J Chron Obstruct Pulmon Dis 2022; 17:1179-1194. [PMID: 35620349 PMCID: PMC9129100 DOI: 10.2147/copd.s353753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 04/03/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Nikolaos Pournaras
- Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Karolinska Severe COPD Center, Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden
- Correspondence: Nikolaos Pournaras, Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden and Karolinska Severe COPD Center, Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden, Email
| | - Anders Andersson
- COPD Center, Department of Respiratory Medicine and Allergology, Sahlgrenska University Hospital, Gothenburg, Sweden
- COPD Center, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Melissa A Kovach
- Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Médea Padra
- Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Karlhans F Che
- Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Karolinska Severe COPD Center, Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden
| | - Bettina Brundin
- Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Shigemi Yoshihara
- Pediatric Allergology and Respiratory Medicine, Department of Pediatrics, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Steven Bozinovski
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Victoria, Australia
| | - Sara K Lindén
- Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Per-Anders Jansson
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Magnus C Sköld
- Karolinska Severe COPD Center, Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden
- Division for Respiratory Medicine, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Ingemar Qvarfordt
- COPD Center, Department of Respiratory Medicine and Allergology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anders Lindén
- Division for Lung and Airway Research, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Karolinska Severe COPD Center, Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|
19
|
Zhang HM, Li XY, Lin N, Niu YX, Gu HX, Lu S, Yang Z, Qin L, Su Q. Lymphocytes ≥ 2.9 (10 9/L) in Newly Diagnosed Diabetes Are A Predictor of Future CVD Events. Curr Med Sci 2022; 42:327-332. [PMID: 35290604 DOI: 10.1007/s11596-022-2541-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 08/28/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Atherosclerosis is considered a chronic inflammatory condition. The immune system is a key mediator in the initiation and progression of atherosclerosis. In a previous study, we found that the immune system was activated in diabetes and that total white blood cell (WBC) counts were elevated significantly in diabetic patients. To investigate whether WBC subtype counts in newly diagnosed diabetes are risk factors for future cardiovascular disease (CVD) events, we conducted a prospective population-based cohort study. METHODS A total of 1498 newly diagnosed diabetic patients aged 40 to 70 years old were followed up for three years. Participants with previous CVD history and abnormal WBC counts were excluded. CVD events were recorded during follow-up. RESULTS We found that the baseline lymphocyte counts were independently associated with cardiovascular events during follow-up, with the Exp (β) (95% CI) at 1.749 (1.084-2.821). Lymphocyte count ≥2.9 (109/L) was significantly associated with the development of CVD (HR, 2.29; 95% CI, 1.12-4.67). The corresponding incidence of CVD per 1000 person-year for the lymphocyte count ≤2.8 (109/L) and lymphocyte count ≥2.9 (109/L) groups were 11.26 and 26.38, respectively. CONCLUSION We concluded that even in a normal range, higher lymphocyte levels may result in a significantly higher CVD risk among diabetic patients. Lymphocyte count ≥2.9 (109/L) is an independent predictor of developing future CVD events.
Collapse
Affiliation(s)
- Hong-Mei Zhang
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Xiao-Yong Li
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Ning Lin
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Yi-Xin Niu
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Hong-Xia Gu
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University (Chongming Branch), Shanghai, 202150, China
| | - Shuai Lu
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University (Chongming Branch), Shanghai, 202150, China
| | - Zhen Yang
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Li Qin
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China. .,Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University (Chongming Branch), Shanghai, 202150, China.
| | - Qing Su
- Department of Endocrinology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China.
| |
Collapse
|
20
|
Giovenzana A, Carnovale D, Phillips B, Petrelli A, Giannoukakis N. Neutrophils and their role in the aetiopathogenesis of type 1 and type 2 diabetes. Diabetes Metab Res Rev 2022; 38:e3483. [PMID: 34245096 DOI: 10.1002/dmrr.3483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 05/12/2021] [Accepted: 06/19/2021] [Indexed: 12/25/2022]
Abstract
Multiple and complex aetiological processes underlie diabetes mellitus, which invariably result in the development of hyperglycaemia. Although there are two prevalent distinct forms of the disease, that is, type 1 and type 2 diabetes, accumulating evidence indicates that these syndromes share more aetiopathological mechanisms than originally thought. This compels a rethinking of the approaches to prevent and treat the different manifestations of what eventually becomes a hyperglycaemic state. This review aims to address the involvement of neutrophils, the most abundant type of granulocytes involved in the initiation of the acute phase of inflammation, in the aetiopathogenesis of diabetes mellitus, with a focus on type 1 and type 2 diabetes. We review the evidence that neutrophils are the first leucocytes to react to and accumulate inside target tissues of diabetes, such as the pancreas and insulin-sensitive tissues. We then review available data on the role of neutrophils and their functional alteration, with a focus on NETosis, in the progression towards clinical disease. Finally, we review potential approaches as secondary and adjunctive treatments to limit neutrophil-mediated damage in the prevention of the progression of subclinical disease to clinical hyperglycaemia.
Collapse
Affiliation(s)
- Anna Giovenzana
- San Raffaele Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milano, Lombardia, Italy
| | - Debora Carnovale
- San Raffaele Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milano, Lombardia, Italy
| | - Brett Phillips
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Alessandra Petrelli
- San Raffaele Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milano, Lombardia, Italy
| | - Nick Giannoukakis
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
21
|
Hung SC, Yang CC, Liu CF, Kung CT, Lee WH, Ho CK, Chuang HY, Yu HS. The Association Pattern between Ambient Temperature Change and Leukocyte Counts. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18136971. [PMID: 34209878 PMCID: PMC8296857 DOI: 10.3390/ijerph18136971] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/25/2021] [Accepted: 06/25/2021] [Indexed: 11/16/2022]
Abstract
Ambient temperature change is one of the risk factors of human health. Moreover, links between white blood cell counts (WBC) and diseases have been revealed in the literature. Still, we do not know of any association between ambient temperature change and WBC counts. The aim of our study is to investigate the relationship between ambient temperature change and WBC counts. We conducted this two-year population-based observational study in Kaohsiung city, recruiting voluntary community participants. Total WBC and differential counts, demographic data and health hazard habits were collected and matched with the meteorological data of air-quality monitoring stations with participants’ study dates and addresses. Generalized additive models (GAM) with penalized smoothing spline functions were performed for the trend of temperature changes and WBC counts. There were 9278 participants (45.3% male, aged 54.3 ± 5.9 years-old) included in analysis. Compared with stable weather conditions, the WBC counts were statistically higher when the one-day lag temperature changed over 2 degrees Celsius, regardless of whether colder or hotter. We found a V-shaped pattern association between WBC counts and temperature changes in GAM. The ambient temperature change was associated with WBC counts, and might imply an impact on systematic inflammation response.
Collapse
Affiliation(s)
- Shih-Chiang Hung
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (S.-C.H.); (C.-K.H.)
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; (C.-F.L.); (C.-T.K.); (W.-H.L.)
| | - Chen-Cheng Yang
- Department of Occupational Medicine and Family Medicine, Kaohsiung Municipal Siaogang Hospital and Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Chu-Feng Liu
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; (C.-F.L.); (C.-T.K.); (W.-H.L.)
| | - Chia-Te Kung
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; (C.-F.L.); (C.-T.K.); (W.-H.L.)
| | - Wen-Huei Lee
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; (C.-F.L.); (C.-T.K.); (W.-H.L.)
| | - Chi-Kung Ho
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (S.-C.H.); (C.-K.H.)
- Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
| | - Hung-Yi Chuang
- Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
- Department of Public Health and Environmental Medicine, Research Center for Environmental Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Correspondence: ; Tel.: +886-7312-1101
| | - Hsin-Su Yu
- College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| |
Collapse
|
22
|
Wan Z, Song L, Hu L, Lei X, Huang Y, Lv Y, Yu S. The role of systemic inflammation in the association between serum 25-hydroxyvitamin D and type 2 diabetes mellitus. Clin Nutr 2021; 40:3661-3667. [PMID: 34130012 DOI: 10.1016/j.clnu.2021.04.029] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 04/15/2021] [Accepted: 04/20/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND & AIMS The association between serum 25-hydroxyvitamin D [25(OH)D] and type 2 diabetes mellitus (T2DM) remains inconclusive. Moreover, whether inflammatory biomarkers are involved in this association has not been explored. This study aims to investigate serum 25(OH)D in relation to T2DM in a Chinese population and provide clues for the inflammatory mechanism whereby serum 25(OH)D deficiency increases T2DM risk. METHODS A cross-sectional study of 47,803 participants aged 18-96 years was performed in a health management center in 2017. Multivariate linear or logistic regression models and mediation analysis were used to examine the relationships between serum 25(OH)D, inflammatory biomarkers (white blood cell counts and mean platelet volume), and T2DM. RESULTS Of the 47,803 participants included, 5.2% were diabetic and 51.4% were serum 25(OH)D deficient. The study revealed a significant inverse association between serum 25(OH)D and T2DM risk after adjustment for potential confounders (P for trend = 0.002); the multivariate-adjusted odds ratios (ORs) and 95% confidence intervals (CIs) across serum 25(OH)D levels (sufficiency, insufficiency, and deficiency) were 1.00 (reference), 1.17 (1.03-1.33), and 1.25 (1.09-1.43), respectively. This study also showed a significant indirect effect of serum 25(OH)D on T2DM risk through total white blood cell count, neutrophil count, lymphocyte count, and monocyte count (P values < 0.05); the proportions mediated were 9.89%, 7.51%, 2.94%, and 2.82%, respectively. CONCLUSIONS Serum 25(OH)D deficiency was independently associated with an elevated risk of T2DM in a Chinese adult population and low-grade systemic inflammation might be one of its biological mechanisms.
Collapse
Affiliation(s)
- Zhengce Wan
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Lulu Song
- Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Liu Hu
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaomei Lei
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yuancheng Huang
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yongman Lv
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| | - Shaojing Yu
- Department of Blood Transfusion, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| |
Collapse
|
23
|
Verdoia M, Nardin M, Rolla R, Negro F, Gioscia R, Afifeh AMS, Viglione F, Suryapranata H, Marcolongo M, De Luca G. Association of lower vitamin D levels with inflammation and leucocytes parameters in patients with and without diabetes mellitus undergoing coronary angiography. Eur J Clin Invest 2021; 51:e13439. [PMID: 33112413 DOI: 10.1111/eci.13439] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Revised: 10/18/2020] [Accepted: 10/19/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Diabetes mellitus has been associated with a chronic low-grade inflammation and a higher risk of cardiovascular and infectious disease, that could be prevented by the effects of vitamin D. We aimed at evaluating the impact of vitamin D levels on the biomarkers of acute-phase response, inflammation and glucose metabolism in a large cohort of diabetic patients with cardiovascular disease. MATERIALS AND METHODS Consecutive patients undergoing coronary angiography were included. Diabetes mellitus was defined as previous diagnosis, specific treatment administration (oral drug or insulin), fasting glycaemia >6.99 mmol/L or HbA1c >48 mmol/L. Glucose parameters, white blood cells, Neutrophil-to-Lymphocyte Ratio (NLR), Monocyte-to-Lymphocyte Ratio (MLR), C-reactive protein (CRP) and vitamin D were measured at admission. Vitamin D levels were measured by chemiluminescence immunoassay kit LIAISON® Vitamin D assay (Diasorin Inc). RESULTS We included 1472 diabetic patients and 2499 non-diabetic patients that were divided according to vitamin D tertiles. Among diabetic patients, lower levels of vitamin D were associated with female gender (P = .02), obesity (P = .004), active smoking and acute presentation (P < .001) and with a more atherogenic metabolic profile. The levels of white blood cells, leucocytes subfamilies, and inflammatory parameters significantly correlated with vitamin D levels in both patients with and without diabetes (diabetic: P = .012 for WBC, P = .004 for NLR and P < .001 for MLR and C-reactive protein, non-diabetic: P < .001 for WBC; NLR, MLR and C-reactive protein, respectively). Among diabetic patients, results were confirmed at multivariate analysis with no significant interaction according to glycaemic control. CONCLUSION The present study demonstrates that, among patients with cardiovascular disease, vitamin D deficiency is associated with metabolic dysregulation and with an elevation of cellular and humoural inflammatory parameters, especially among diabetics, although not being dependent from glycaemic control.
Collapse
Affiliation(s)
- Monica Verdoia
- Division of Cardiology, Ospedale degli Infermi, ASL Biella, Biella, Italy.,Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Matteo Nardin
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Roberta Rolla
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Federica Negro
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Rocco Gioscia
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | | | - Filippo Viglione
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | | | - Marco Marcolongo
- Division of Cardiology, Ospedale degli Infermi, ASL Biella, Biella, Italy
| | - Giuseppe De Luca
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | | |
Collapse
|
24
|
Park JM, Lee HS, Park JY, Jung DH, Lee JW. White Blood Cell Count as a Predictor of Incident Type 2 Diabetes Mellitus Among Non-Obese Adults: A Longitudinal 10-Year Analysis of the Korean Genome and Epidemiology Study. J Inflamm Res 2021; 14:1235-1242. [PMID: 33833545 PMCID: PMC8021258 DOI: 10.2147/jir.s300026] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 03/16/2021] [Indexed: 12/24/2022] Open
Abstract
Purpose Limited evidence is available on whether the white blood cell (WBC) count is a predictor of type 2 diabetes mellitus (T2DM) in non-obese individuals. This study aimed to determine whether WBC count could be used as an indicator for the prediction of incident T2DM among non-obese individuals using a large, community-based Korean cohort that was observed over 10 years. Patients and methods A total of 4211 non-obese adults without diabetes aged 40-69 years were selected from the Korean Genome and Epidemiology Study. The participants were divided into four groups according to WBC count quartiles. We prospectively assessed the hazard ratios (HRs) with 95% confidence intervals (CIs) for incident T2DM, based on the American Diabetes Association criteria, using multivariate Cox proportional hazards regression models over 10 years after the baseline survey. Results During the follow-up period, 592 (14.1%) participants had newly developed T2DM. The higher quartile of WBC count groups showed significantly higher cumulative T2DM incidence over 10 years after the baseline survey (log-rank test, P < 0.001). Compared with the HRs for individuals in the referent lowest quartile, the HR (95% CI) for incident T2DM in individuals in the highest quartile was 1.55 (1.10-2.18) after adjusting for confounding variables. Conclusion A higher WBC count predicts future incident T2DM among community-dwelling non-obese Korean adults. This study suggests that WBC count could facilitate the prediction of non-obese individuals susceptible to T2DM.
Collapse
Affiliation(s)
- Jae-Min Park
- Department of Family Medicine, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Republic of Korea.,Department of Medicine, Graduate School of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ju-Young Park
- Department of Statistics and Data Science, Yonsei University, Seoul, Republic of Korea
| | - Dong-Hyuk Jung
- Department of Family Medicine, Yonsei University College of Medicine, Yongin Severance Hospital, Gyeonggi-do, Republic of Korea
| | - Ji-Won Lee
- Department of Family Medicine, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Republic of Korea
| |
Collapse
|
25
|
Wang S, Shen T, Xi B, Shen Z, Zhang X. Vitamin D affects the neutrophil-to-lymphocyte ratio in patients with type 2 diabetes mellitus. J Diabetes Investig 2021; 12:254-265. [PMID: 32593190 PMCID: PMC7858138 DOI: 10.1111/jdi.13338] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 06/04/2020] [Accepted: 06/22/2020] [Indexed: 02/06/2023] Open
Abstract
AIMS/INTRODUCTION Chronic inflammation is an underlying feature of type 2 diabetes mellitus. Hypovitaminosis D is associated with type 2 diabetes mellitus, but whether it contributes to chronic inflammation is unclear. We examined the effects of vitamin D on various immune markers to evaluate its contribution to systemic inflammation in type 2 diabetes mellitus. MATERIALS AND METHODS We retrospectively analyzed data from type 2 diabetes mellitus patients, people with prediabetes and control patients without diabetes (n = 9,746). Demographic and clinical variables were evaluated using descriptive statistics and generalized linear regression. A stratified analysis based on total serum vitamin D was also carried out. RESULTS Neutrophil count was a significant predictor of 1,5-anhydroglucitol and glycated hemoglobin (HbA1c) in patients with prediabetes (1,5-anhydroglucitol: β = -0.719, P < 0.001 and HbA1c: β = -0.006, P = 0.002) and patients with diabetes (1,5-anhydroglucitol: β = 0.207, P = 0.004 and HbA1c: β = -0.067, P = 0.010). Lymphocyte count was a significant predictor of HbA1c in patients without diabetes (β = 0.056, P < 0.001) and patients with prediabetes (β = 0.038, P < 0.001). The neutrophil-to-lymphocyte ratio (NLR) was a significant predictor of HbA1c in patients without diabetes (β = -0.001, P = 0.032). No immune markers differed significantly based on vitamin D level among patients without diabetes (P> 0.05 for all). Among patients with prediabetes, those who were vitamin D-deficient had the highest NLR (P = 0.040). Among patients with diabetes, those who were vitamin D-deficient had the highest neutrophil count (P = 0.001), lowest lymphocyte count (P = 0.016) and highest NLR (P < 0.001). CONCLUSIONS The NLR is strongly influenced by serum vitamin D level. Given the high prevalence of hypovitaminosis D and elevated NLR among chronic disease patients and the elderly, our results suggest that clinical interpretation of NLR as a predictive marker of type 2 diabetes mellitus-related inflammation should consider vitamin D level, age and pre-existing morbidity.
Collapse
Affiliation(s)
- Si‐Yang Wang
- Department of GeriatricsShanghai Xuhui Central HospitalShanghaiChina
| | - Ting‐Ting Shen
- Department of GeriatricsZhongshan‐Xuhui Hospital Affiliated to Fudan UniversityShanghaiChina
| | - Bei‐Li Xi
- Department of GeriatricsShanghai Xuhui Central HospitalShanghaiChina
| | - Zhan Shen
- Department of GeriatricsShanghai Xuhui Central HospitalShanghaiChina
| | - Xian Zhang
- Department of GeriatricsShanghai Xuhui Central HospitalShanghaiChina
| |
Collapse
|
26
|
Kheradmand M, Ranjbaran H, Alizadeh-Navaei R, Yakhkeshi R, Moosazadeh M. Association between White Blood Cells Count and Diabetes Mellitus in Tabari Cohort Study: A Case-Control Study. Int J Prev Med 2021; 12:121. [PMID: 34760132 PMCID: PMC8551773 DOI: 10.4103/ijpvm.ijpvm_336_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Accepted: 09/20/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND White Blood Cells (WBC) can be a useful marker to predict diabetes. In this study, we aimed to investigate the association between WBC count with type 2 diabetes in a large-scaled population-based cohort study. METHODS In the present study we used a subset of data collected in enrolment phase of Tabari cohort study. Participants with fasting blood glucose ≥126 or those who report as having diabetes or taking glucose-lowering medications were selected as case group (1765 participants) and control group included participants who did not report as having diabetes (1765 participants) and they randomly selected from the baseline population. Hematology indices were measured for all participants using Celltac Alpha MEK-6510 K. Chi-squared and independent t-test were used to compare categorical and continuous variables, respectively. RESULTS The mean of WBC in diabetic patients and control group was 6.89 ± 1.67 and 6.37 ± 1.49 respectively (P ≤ 0.001). The odds of diabetes based on WBC count in crud model was 1.23 [CI 95% 1.181.28] and after adjustment for all possible confounding factor was 1.17 [CI 95% 1.111.23]. CONCLUSIONS Results of the present study showed a significant association between WBC count and diabetes. This association remained significant after adjustment for all possible confounders.
Collapse
Affiliation(s)
- Motahareh Kheradmand
- Health Sciences Research Center, Addiction Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Hossein Ranjbaran
- Immunogenetic Research Center, Mazandaran University of Medical Sciences, Sari, Iran
| | - Reza Alizadeh-Navaei
- Gastrointestinal Cancer Research Center, Mazandaran University of Medical Sciences, Sari, Iran
| | - Reza Yakhkeshi
- Gastrointestinal Cancer Research Center, Non-communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Mahmood Moosazadeh
- Health Sciences Research Center, Addiction Institute, Mazandaran University of Medical Sciences, Sari, Iran
- Address for correspondence: Dr. Mahmood Moosazadeh, Gastrointestinal Cancer Research Center, Non-communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran. E-mail:
| |
Collapse
|
27
|
Wang B, Yang Y, Yuan H, Li X. Association between Neutrophilic Granulocyte Percentage and Diabetes Mellitus in Cushing's Syndrome Patients: A Cross-Sectional Study. Int J Endocrinol 2021; 2021:9536730. [PMID: 34880914 PMCID: PMC8648481 DOI: 10.1155/2021/9536730] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/08/2021] [Accepted: 11/18/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Glucose metabolism is frequently impaired in patients with Cushing's syndrome (CS) due to chronic exposure to excess glucocorticoids. Inflammation plays an essential role in the pathophysiology of diabetes mellitus (DM). The present study aimed to investigate the potential associations of inflammatory blood cell parameters, including white blood cell (WBC) count, neutrophil count, neutrophilic granulocyte percentage (NEUT%), lymphocyte count (LYM), and lymphocyte proportion (LYM%), with diabetes mellitus in Cushing's syndrome patients. MATERIALS AND METHODS The cross-sectional study was conducted in Zhongshan Hospital of Fudan University, China. A total of 150 patients with Cushing's syndrome were retrospectively screened from 2017 to 2019. The demographic data, clinical data, and blood samples (lipids, adrenal, glucose, and inflammatory blood cell parameters) were recorded. Statistical analyses were carried out by using the SPSS software package, version 13.0. RESULTS In this study, the prevalence of diabetes mellitus was 38.7% in patients with Cushing's syndrome. Patients with DM had higher WBC, neutrophil, NEUT% levels than patients without DM (p < 0.05). As the NEUT% increased, a stepwise increase in glucose and glycated hemoglobin (HbA1c) level was observed. In addition, in the multivariate logistic regression, NEUT% was a significant independent risk factor for DM, regardless of gender, age, body mass index (BMI), and triglyceride and 12 midnight cortisol (12 MN cortisol) level (OR = 2.542, 95% CI 1.337-4.835, p < 0.001). CONCLUSIONS In conclusion, elevated NEUT% level was linked to diabetes in patients with Cushing's syndrome. The neutrophilic granulocyte percentage may be referred to as a new predictor for diabetes in Cushing's syndrome patients.
Collapse
Affiliation(s)
- Baomin Wang
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yumei Yang
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Haoyue Yuan
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Xiaomu Li
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| |
Collapse
|
28
|
Tian X, Li Y, Liu J, Lin Q, Yang Q, Tu J, Wang J, Li J, Ning X. Epidemiology of Isolated Impaired Glucose Tolerance Among Adults Aged Above 50 Years in Rural China. Diabetes Metab Syndr Obes 2021; 14:4067-4078. [PMID: 34557009 PMCID: PMC8453426 DOI: 10.2147/dmso.s330470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 09/04/2021] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Isolated impaired glucose tolerance (i-IGT) is a subtype of prediabetes in which an individual demonstrates elevated 2-h post-glucose load glucose levels but normal fasting plasma glucose levels. However, few studies have explored the prevalence and risk factors of i-IGT among adults in rural China. Thus, we aimed to explore the prevalence and risk factors of i-IGT among adults ≥50 years old in a low-income, rural population in China. MATERIALS AND METHODS Individuals aged ≥50 years with normal fasting plasma glucose levels were included in the final analysis. Fasting and 2-h venous blood samples were collected to assess the selected parameter measurements. RESULTS A total of 2175 individuals were included in this study. The i-IGT prevalence was 22.9% and significantly higher among females than among males (P<0.05). Older age [odds ratio (OR), 1.606; 95% confidence interval (CI), 1.101-2.342; P=0.014), hypertension (OR, 1.554; 95% CI, 1.152-2.019; P=0.004), and central obesity (OR, 1.395; 95% CI, 1.099-1.771; P=0.006) were associated with i-IGT. Moreover, white blood cell (OR, 1.089; 95% CI, 1.009-1.175; P=0.029), high-sensitivity C-reactive protein (OR, 1.049; 95% CI, 1.020-1.078; P=0.001), serum uric acid (OR, 1.0003; 95% CI, 1.001-1.004; P=0.001), triglyceride (OR, 1.540; 95% CI, 1.105-2.147; P=0.011), and alanine aminotransferase (OR, 1.012; 95% CI, 1.004-1.021; P=0.004) levels were also linked to i-IGT in the analyzed population. CONCLUSION Health promotion education and a standardized approach to managing body weight, BP, and lipid and uric acid levels would benefit this low-income population in rural China for reducing the risk of cardiovascular disease.
Collapse
Affiliation(s)
- Xiaobing Tian
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
| | - Yan Li
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Department of Anesthesiology, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
| | - Jie Liu
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Laboratory of Epidemiology, Tianjin Neurological Institute, Tianjin, People’s Republic of China
- Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin, People’s Republic of China
| | - Qiuxing Lin
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Laboratory of Epidemiology, Tianjin Neurological Institute, Tianjin, People’s Republic of China
- Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin, People’s Republic of China
| | - Qiaoxia Yang
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
| | - Jun Tu
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Laboratory of Epidemiology, Tianjin Neurological Institute, Tianjin, People’s Republic of China
- Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin, People’s Republic of China
| | - Jinghua Wang
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Laboratory of Epidemiology, Tianjin Neurological Institute, Tianjin, People’s Republic of China
- Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin, People’s Republic of China
| | - Jidong Li
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Department of Neurosurgery, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
| | - Xianjia Ning
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, People’s Republic of China
- Center of Clinical Epidemiology & Evidence-Based Medicine, The Jizhou People’s Hospital, Tianjin, People’s Republic of China
- Laboratory of Epidemiology, Tianjin Neurological Institute, Tianjin, People’s Republic of China
- Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, Tianjin, People’s Republic of China
- Correspondence: Xianjia Ning; Jidong Li Email ;
| |
Collapse
|
29
|
Cheng D, Xie MZ. A review of a potential and promising probiotic candidate-Akkermansia muciniphila. J Appl Microbiol 2020; 130:1813-1822. [PMID: 33113228 DOI: 10.1111/jam.14911] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 10/21/2020] [Accepted: 10/22/2020] [Indexed: 12/13/2022]
Abstract
Akkermansia muciniphila, a common colonizer in the intestinal mucus layer of humans, has gradually been considered as promising candidate for the next-generation probiotic, given its physiological benefits from animal and human studies. This article comprehensively reviewed A. muciniphila from the published peer-reviewed articles in the aspects of its role in the host physiology and commonly consumed food that can boost its abundance, which should provide useful and fundamental information for scientists and engineers and even ordinary consumers. Akkermansia muciniphila is not only a crucial biomarker that indicates the physiology of human beings but also has huge potential to become a probiotic given its physiological benefits in various clinical scenarios. Current barriers in terms of regulations, necessity for large-scale clinical experiments and production feasibility need to be resolved before A. muciniphila can be widely applied as the next-generation probiotic.
Collapse
Affiliation(s)
- D Cheng
- Research and Development Center, Shanghai Lithy One-Health Group Technology Co., Ltd, Shanghai, China
| | - M Z Xie
- College of Food Science and Engineering, Xi'an Jiaotong University, Xi'an, China
| |
Collapse
|
30
|
Wang Y, Wu T, Zang X, Liu X, Xu W, Lai P, Wang Y, Teng F, Qiu Q, Geng H, Liang J. Relationship Between Serum Gamma-Glutamyl Transferase Level and Impaired Fasting Glucose Among Chinese Community-Dwelling Adults: A Follow-Up Observation of 6 Years. Metab Syndr Relat Disord 2020; 19:100-106. [PMID: 33170087 DOI: 10.1089/met.2020.0032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Objective: We aimed to investigate the relationship between serum gamma-glutamyl transferase (GGT) and fasting blood glucose (FBG) levels, as well as the cumulative risk of impaired fasting glucose (IFG) regulation in the Chinese adult population after 6 years of follow-up. Methods: A total of 1360 apparently healthy Chinese men and women who completed a community-based health examination survey and did not have IFG in central China in 2010 and 2016 were included in this study. The patients were divided into four groups according to their baseline GGT (in quartiles). The relationship between GGT levels and FBG levels was examined using general linear regression models. The effect of the GGT level on the risk of IFG was analyzed using multivariate logistic regression. The first quartile group of GGT levels was set as the dummy variable in the model, and the odds ratios and 95% confidence intervals of the remaining quartile groups relative to the first quartile group were obtained. Results: After 6 years of follow-up, 16.4% (188/1148) of participants were diagnosed with IFG. The cumulative incidence of IFG in the four groups according to their baseline GGT levels (in quartiles) was 7.7%, 16.1%, 15.8%, and 26.8%, respectively. Based on the Cox multiple regression, the hazard ratio for IFG increased by 28.9% for each unit of increase in the baseline GGT level after adjusting for the confounding factors. The GGT levels of participants in the first quartile were used as the reference group. The relative risks of IFG in the second, third, and fourth quartiles of GGT were 1.70, 1.55, and 2.46, respectively (P = 0.005). Conclusions: GGT was positively associated with the risk of IFG and can be used as an indicator to assess whether a patient may develop prediabetes.
Collapse
Affiliation(s)
- Yun Wang
- The Graduate School, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tingting Wu
- The Graduate School, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xiu Zang
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Xuekui Liu
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Wei Xu
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Peng Lai
- The Graduate School, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yu Wang
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Fei Teng
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Qinqin Qiu
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Houfa Geng
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| | - Jun Liang
- Department of Endocrinology, Xuzhou Central Hospital; Affiliated Hospital of Medical College of Southeast University; Affiliated Hospital of Nanjing University of Chinese Medicine, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Clinical School of Nanjing Medical University, Xuzhou, Jiangsu, China
| |
Collapse
|
31
|
Neutrophil Extracellular Traps and Cardiovascular Diseases: An Update. Cells 2020; 9:cells9010231. [PMID: 31963447 PMCID: PMC7016588 DOI: 10.3390/cells9010231] [Citation(s) in RCA: 110] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 01/13/2020] [Accepted: 01/15/2020] [Indexed: 12/15/2022] Open
Abstract
Neutrophil extracellular traps (NETs) are formed by decondensed chromatin, histones, and neutrophil granular proteins and have a role in entrapping microbial pathogens. NETs, however, have pro-thrombotic properties by stimulating fibrin deposition, and increased NET levels correlate with larger infarct size and predict major adverse cardiovascular (CV) events. NETs have been involved also in the pathogenesis of diabetes, as high glucose levels were found to induce NETosis. Accordingly, NETs have been described as drivers of diabetic complications, such as diabetic wound and diabetic retinopathy. Inflammasomes are macromolecular structures involved in the release of pro-inflammatory mediators, such as interleukin-1, which is a key mediator in CV diseases. A crosstalk between the inflammasome and NETs is known for some rheumatologic diseases, while this link is still under investigation and not completely understood in CV diseases. In this review, we summarized the most recent updates about the role of NETs in acute myocardial infarction and metabolic diseases and provided an overview on the relationship between NET and inflammasome activities in rheumatologic diseases, speculating a possible link between these two entities also in CV diseases.
Collapse
|
32
|
Li Z, Huang Y, Chen X, Wei C, Yang P, Xu W. The Effect of Inflammation on the Formation of Thyroid Nodules. Int J Endocrinol 2020; 2020:9827349. [PMID: 32695162 PMCID: PMC7368952 DOI: 10.1155/2020/9827349] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 06/18/2020] [Accepted: 06/20/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Some studies have demonstrated that inflammation is highly associated with the prevalence of thyroid nodules (TNs). However, more confounders, such as metabolic diseases, should be adjusted. METHODS A clinical study collecting 2722 subjects was conducted to confirm the association between inflammation and TNs. The underlying mechanism was investigated in combination with bioinformatics analysis. RESULTS In the clinical study, propensity score matching was used to match metabolic parameters and other confounders, and it is observed that subjects with high inflammation had a higher prevalence of TNs and thyroid-stimulating hormone (TSH) than those with low inflammation. After further matching TNs, it is found that inflammation was positively associated with TSH, which was also demonstrated in a population without TNs. In bioinformatics study, inflammation did not promote TNs formation directly. Instead, it inhibited the synthesis of thyroid hormone, which might be the cause of the elevated TSH coexisting with inflammation. CONCLUSION Inflammation promotes the development of TNs disease, probably due to its indirect effect through inhibiting the synthesis of thyroid hormone, which results in the elevation of TSH.
Collapse
Affiliation(s)
- Zexin Li
- Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Yiteng Huang
- Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Xiang Chen
- Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Chiju Wei
- Multidisciplinary Research Center, Shantou University, Shantou 515041, China
| | - Peixuan Yang
- Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Wencan Xu
- Department of Endocrinology, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| |
Collapse
|
33
|
Depommier C, Everard A, Druart C, Plovier H, Van Hul M, Vieira-Silva S, Falony G, Raes J, Maiter D, Delzenne NM, de Barsy M, Loumaye A, Hermans MP, Thissen JP, de Vos WM, Cani PD. Supplementation with Akkermansia muciniphila in overweight and obese human volunteers: a proof-of-concept exploratory study. Nat Med 2019; 25:1096-1103. [PMID: 31263284 PMCID: PMC6699990 DOI: 10.1038/s41591-019-0495-2] [Citation(s) in RCA: 1308] [Impact Index Per Article: 218.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 05/22/2019] [Indexed: 02/08/2023]
Abstract
Metabolic syndrome is characterized by a constellation of comorbidities that predispose individuals to an increased risk of developing cardiovascular pathologies as well as type 2 diabetes mellitus (T2DM)1. The gut microbiota is considered as a new key contributor involved in the onset of obesity-related disorders2. In humans, studies have provided evidence for a negative correlation between Akkermansia muciniphila abundance and overweight, obesity, untreated T2DM, or hypertension3–8. As the administration of A.muciniphila has never been investigated in humans, we conducted a randomized double-blind placebo-controlled pilot study in overweight/obese insulin resistant volunteers, 40 were enroled and 32 completed the trial. The primary endpoints were on safety, tolerability and metabolic parameters (i.e., insulin resistance, circulating lipids, visceral adiposity, body mass). The secondary outcomes were the gut barrier function (i.e., plasma lipopolysacharrides (LPS) and gut microbiota composition. In this single-center study, we demonstrated that daily oral supplementation of 1010 bacteria either alive or pasteurized A.muciniphila for 3 months was safe and well tolerated. Compared to the Placebo, pasteurized A.muciniphila improved insulin sensitivity (+28.62±7.02%, P=0.002), reduced insulinemia (-34.08±7.12%, P=0.006) and plasma total cholesterol (-8.68±2.38%, P=0.02). Pasteurized A.muciniphila supplementation slightly decreased body weight (-2.27±0.92kg, P=0.091) as compared to the Placebo group, and fat mass (-1.37±0.82kg, P=0.092) and hip circumference (-2.63±1.14cm, P = 0.091) as compared to baseline. After 3 months of supplementation, A.muciniphila reduced the levels of relevant blood markers of liver dysfunction and inflammation while the overall gut microbiome structure was unaffected. In conclusion, this proof-of-concept study (NCT02637115) shows that the intervention was safe and well-tolerated and that the supplementation with A.muciniphila improves several metabolic paramaters.
Collapse
Affiliation(s)
- Clara Depommier
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Amandine Everard
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Céline Druart
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Hubert Plovier
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Matthias Van Hul
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Sara Vieira-Silva
- Laboratory of Molecular Bacteriology-Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Center for Microbiology, VIB, Leuven, Belgium
| | - Gwen Falony
- Laboratory of Molecular Bacteriology-Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Center for Microbiology, VIB, Leuven, Belgium
| | - Jeroen Raes
- Laboratory of Molecular Bacteriology-Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium.,Center for Microbiology, VIB, Leuven, Belgium
| | - Dominique Maiter
- Pôle EDIN, Institut de Recherches Expérimentales et Cliniques, UCLouvain, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Division of Endocrinology and Nutrition, Cliniques universitaires St-Luc, Brussels, Belgium
| | - Nathalie M Delzenne
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, UCLouvain, Université catholique de Louvain, Brussels, Belgium
| | - Marie de Barsy
- Pôle EDIN, Institut de Recherches Expérimentales et Cliniques, UCLouvain, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Division of Endocrinology and Nutrition, Cliniques universitaires St-Luc, Brussels, Belgium
| | - Audrey Loumaye
- Pôle EDIN, Institut de Recherches Expérimentales et Cliniques, UCLouvain, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Division of Endocrinology and Nutrition, Cliniques universitaires St-Luc, Brussels, Belgium
| | - Michel P Hermans
- Pôle EDIN, Institut de Recherches Expérimentales et Cliniques, UCLouvain, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Division of Endocrinology and Nutrition, Cliniques universitaires St-Luc, Brussels, Belgium
| | - Jean-Paul Thissen
- Pôle EDIN, Institut de Recherches Expérimentales et Cliniques, UCLouvain, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Division of Endocrinology and Nutrition, Cliniques universitaires St-Luc, Brussels, Belgium
| | - Willem M de Vos
- Laboratory of Microbiology, Wageningen University, Wageningen, the Netherlands.,Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Patrice D Cani
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, WELBIO, Walloon Excellence in Life Sciences and BIOtechnology, UCLouvain, Université catholique de Louvain, Brussels, Belgium.
| |
Collapse
|
34
|
Tizazu AM, Nyunt MSZ, Cexus O, Suku K, Mok E, Xian CH, Chong J, Tan C, How W, Hubert S, Combet E, Fulop T, Ng TP, Larbi A. Metformin Monotherapy Downregulates Diabetes-Associated Inflammatory Status and Impacts on Mortality. Front Physiol 2019; 10:572. [PMID: 31178745 PMCID: PMC6537753 DOI: 10.3389/fphys.2019.00572] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 04/24/2019] [Indexed: 12/16/2022] Open
Abstract
Aging is the main risk factor for developing diabetes and other age-related diseases. One of the most common features of age-related comorbidities is the presence of low-grade chronic inflammation. This is also the case of metabolic syndrome and diabetes. At the subclinical level, a pro-inflammatory phenotype was shown to be associated with Type-2 diabetes mellitus (T2DM). This low to mid-grade inflammation is also present in elderly individuals and has been termed inflammaging. Whether inflammation is a component of aging or exclusively associated with age-related diseases in not entirely known. We used clinical data and biological readouts in a group of individuals stratified by age, diabetes status and comorbidities to investigate this aspect. While aging is the main predisposing factor for several diseases there is a concomitant increased level of pro-inflammatory cytokines. DM patients show an increased level of sTNFRll, sICAM-1, and TIMP-1 when compared to Healthy, Non-DM and Pre-DM individuals. These inflammatory molecules are also associated with insulin resistance and metabolic syndrome in Non-DM and pre-DM individuals. We also show that metformin monotherapy was associated with significantly lower levels of inflammatory molecules, like TNFα, sTNFRI, and sTNFRII, when compared to other monotherapies. Longitudinal follow up indicates a higher proportion of death occurs in individuals taking other monotherapies compared to metformin monotherapy. Together our finding shows that chronic inflammation is present in healthy elderly individuals and exacerbated with diabetes patients. Likewise, metformin could help target age-related chronic inflammation in general, and reduce the predisposition to comorbidities and mortality.
Collapse
Affiliation(s)
- Anteneh Mehari Tizazu
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore.,Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ma Shwe Zin Nyunt
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Olivier Cexus
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Koolarina Suku
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Esther Mok
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Chin Hui Xian
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Joni Chong
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Crystal Tan
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Wilson How
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Sandra Hubert
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Emilie Combet
- Human Nutrition, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Tamas Fulop
- Research Center on Aging, Graduate Program in Immunology, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, QC, Canada
| | - Tze Pin Ng
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Anis Larbi
- Singapore Immunology Network, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore.,Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Research Center on Aging, Graduate Program in Immunology, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, QC, Canada.,Department of Biology, Faculty of Sciences, Tunis El Manar University, Tunis, Tunisia
| |
Collapse
|
35
|
Association between serum magnesium and blood count: influence of type 2 diabetes and central obesity. Br J Nutr 2019; 121:1287-1293. [DOI: 10.1017/s0007114519000862] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
AbstractThe relationship between serum Mg and blood cell counts in Chinese adult diabetes or central obesity was assessed by investigating 8163 subjects with China Health and Nutrition Survey (mean age 59⋅6 years, 54⋅9 % men). Participants were classified according to blood Mg (below 0⋅65 mmol/l, or 0⋅66–0⋅94 mmol/l or above 0⋅95 mmol/l), type 2 diabetes (yes/no) and central obesity (yes/no). Leucocytes, erythrocytes, platelets (PLT), Hb and glycated Hb (HbA1c) were determined using standardised methods and conditions. HbAc1, leucocytes and PLT were significantly higher among subjects with central obesity than without central obesity (P < 0⋅05). A significant increase for Hb, erythrocytes, PLT, but not leucocytes, across progressive Mg groups was observed in subjects without diabetes (P < 0⋅05). Hb, erythrocytes and HbAc1 were significantly higher among subjects with higher Mg than in subjects with lower Mg with diabetes (P < 0⋅05). Central obesity disturbed the positive association between PLT count and serum Mg. Type 2 diabetes caused metabolism disorder in serum Mg, blood sugar and blood cell count. Hb, erythrocytes and PLT, but not leucocytes, are positively correlated with serum Mg, but this association is somehow disturbed by type 2 diabetes or central obesity.
Collapse
|
36
|
Mzimela NC, Ngubane PS, Khathi A. The changes in immune cell concentration during the progression of pre-diabetes to type 2 diabetes in a high-fat high-carbohydrate diet-induced pre-diabetic rat model. Autoimmunity 2019; 52:27-36. [PMID: 30776930 DOI: 10.1080/08916934.2019.1575820] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Pre-diabetes is a long-lasting condition that precedes type 2 diabetes (T2D). T2D has been shown to suppress the immune response. However, it remains unclear if immune activation occurs before the onset of T2D during the progression of the pre-diabetic state. This study sought to characterize the changes in general immunity occurring during the progression from pre-diabetes to T2D. Male rats were fed a high-fat high-carbohydrate diet for 20 weeks (pre-diabetes induction period) and kept on the same diet being monitored for a further 12 weeks (experimental period). Blood was collected for haemocytometer analysis on week 0, 4, 8, and 12 of the experimental period after which the animals were sacrificed. Plasma was collected from centrifuged blood for ELISA (TNF-α, CRP, P-selectin, CD40 L, fibrinogen, and IL-6). Blood neutrophils percentage significantly decreased at week 12 possibly due to recruited neutrophils migrating to an inflamed area such as visceral adipose tissue as further observed. Due to hyperglycaemia, there was significant increase in blood lymphocytes percentage at week 12. Blood monocytes percentage significantly increased at week 12. Monocytes recruited and circulated in blood due to hyperglycaemia for glucose uptake to decrease it from circulation. Blood eosinophils percentage significantly decreased at week 12. Eosinophils migrated to inflamed areas such as visceral adipose tissue as further observed. Blood basophils percentage significantly increased due to their recruitment and activation. TNF-α, CRP, and IL-6 increased significantly after 12 weeks. There was also upregulation of fibrinogen, P-selectin, and CD40L. The results of this study show that there are changes in immune cells concentration and that immune cells such as neutrophils and eosinophils migrate to inflamed areas such as adipose tissue. There is also upregulation of various inflammatory cytokines. Based on these findings, immune activation begins during the pre-diabetic state as there is upregulation of inflammatory markers.
Collapse
Affiliation(s)
- Nomusa Christina Mzimela
- a Department of Human Physiology, School of Laboratory Medicine and Medical Sciences, College of Health Sciences , University of KwaZulu-Natal , Durban , South Africa
| | - Phikelelani Siphosethu Ngubane
- a Department of Human Physiology, School of Laboratory Medicine and Medical Sciences, College of Health Sciences , University of KwaZulu-Natal , Durban , South Africa
| | - Andile Khathi
- a Department of Human Physiology, School of Laboratory Medicine and Medical Sciences, College of Health Sciences , University of KwaZulu-Natal , Durban , South Africa
| |
Collapse
|
37
|
Mendes BB, Oliveira ACR, Alcântara KCD. Comparison of the neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in normoglycemic and hyperglycemic subjects. EINSTEIN-SAO PAULO 2019; 17:eAO4403. [PMID: 30652737 PMCID: PMC6333213 DOI: 10.31744/einstein_journal/2019ao4403] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/24/2018] [Indexed: 01/22/2023] Open
Abstract
Objective: To compare the neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios as possible parameters of systemic inflammation in hyperglycemic and normoglycemic subjects. Methods: A retrospective, cross-sectional study of data collected from patients tested for fasting blood glucose, glycated hemoglobin (HbA1c) and blood count on the same day, between July and December 2016. Patients were divided into hyperglycemic and normoglycemic, and matched by age and sex. The data were analyzed using Epi Info™, version 7.2.1.0, for the Windows® platform. Results: We enrolled 278 subjects, 139 hyperglycemic and 139 normoglycemic. The absolute number of leukocytes and neutrophils was higher in the Hyperglycemic Group (p=0.006 and p=0.004, respectively). There was no difference in the neutrophil-to-lymphocyte ratio between the Hyperglycemic Group and the Normoglycemic Group (2.1 versus 2.0; p=0.264), and both neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios showed no differences between those with HbA1c ≥7% (n=127, p=0.778) and those with HbA1c <7% (n=12, p=0.490). In contrast, the platelet-to-lymphocyte ratio was lower in the Hyperglycemic Group (117.8 versus 129.6; p=0.007). Conclusion: Hyperglycemic subjects had a neutrophil-to-lymphocyte ratio similar to that of normoglycemic subjects, but had a lower platelet-to-lymphocyte ratio. Future prospective studies will be useful to determine the importance and prognostic value of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in the hyperglycemic state.
Collapse
|
38
|
de Las Heras Gala T, Herder C, Rutters F, Carstensen-Kirberg M, Huth C, Stehouwer CDA, Nijpels G, Schalkwijk C, Flyvbjerg A, Franks PW, Dekker J, Meisinger C, Koenig W, Roden M, Rathmann W, Peters A, Thorand B. Association of changes in inflammation with variation in glycaemia, insulin resistance and secretion based on the KORA study. Diabetes Metab Res Rev 2018; 34:e3063. [PMID: 30114727 DOI: 10.1002/dmrr.3063] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 08/02/2018] [Accepted: 08/10/2018] [Indexed: 12/12/2022]
Abstract
AIMS Subclinical systemic inflammation may contribute to the development of type 2 diabetes, but its association with early progression of glycaemic deterioration in persons without diabetes has not been fully investigated. Our primary aim was to assess longitudinal associations of changes in pro-inflammatory (leukocytes, high-sensitivity C-reactive protein (hsCRP)) and anti-inflammatory (adiponectin) markers with changes in markers that assessed glycaemia, insulin resistance, and secretion (HbA1c , HOMA-IR, and HOMA-ß). Furthermore, we aimed to directly compare longitudinal with cross-sectional associations. MATERIALS AND METHODS This study includes 819 initially nondiabetic individuals with repeated measurements from the Cooperative Health Research in the Region of Augsburg (KORA) S4/F4 cohort study (median follow-up: 7.1 years). Longitudinal and cross-sectional associations were simultaneously examined using linear mixed growth models. Changes in markers of inflammation were used as independent and changes in markers of glycaemia/insulin resistance/insulin secretion as dependent variables. Models were adjusted for age, sex, major lifestyle and metabolic risk factors for diabetes using time-varying variables in the final model. RESULTS Changes of leukocyte count were positively associated with changes in HbA1c and HOMA-ß while changes in adiponectin were inversely associated with changes in HbA1c . All examined cross-sectional associations were statistically significant; they were generally stronger and mostly directionally consistent to the longitudinal association estimates. CONCLUSIONS Adverse changes in low-grade systemic inflammation go along with glycaemic deterioration and increased insulin secretion independently of changes in other risk factors, suggesting that low-grade inflammation may contribute to the development of hyperglycaemia and a compensatory increase in insulin secretion.
Collapse
Affiliation(s)
- Tonia de Las Heras Gala
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Christian Herder
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Femke Rutters
- Department of Epidemiology and Biostatistics and EMGO+ Institute for Health and Care Research, VUMC, Amsterdam, The Netherlands
| | - Maren Carstensen-Kirberg
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Cornelia Huth
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Coen D A Stehouwer
- Department of Internal Medicine and Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Giel Nijpels
- Department of Epidemiology and Biostatistics and EMGO+ Institute for Health and Care Research, VUMC, Amsterdam, The Netherlands
| | - Casper Schalkwijk
- Department of Internal Medicine and Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Allan Flyvbjerg
- Steno Diabetes Center Copenhagen, Copenhagen, The Capital Region of Denmark, Denmark
| | - Paul W Franks
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Jacqueline Dekker
- Department of Epidemiology and Biostatistics and EMGO+ Institute for Health and Care Research, VUMC, Amsterdam, The Netherlands
| | - Christa Meisinger
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Chair of Epidemiology, Ludwig-Maximilians-Universität München, UNIKA-T, Augsburg, Germany
| | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, Munich, Germany
- Department of Internal Medicine II-Cardiology, University of Ulm Medical Center, Ulm, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich, Germany
| | - Michael Roden
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Division of Endocrinology and Diabetology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Wolfgang Rathmann
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich, Germany
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| |
Collapse
|
39
|
Margaryan S, Witkowicz A, Arakelyan A, Partyka A, Karabon L, Manukyan G. sFasL-mediated induction of neutrophil activation in patients with type 2 diabetes mellitus. PLoS One 2018; 13:e0201087. [PMID: 30024959 PMCID: PMC6053218 DOI: 10.1371/journal.pone.0201087] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 07/09/2018] [Indexed: 12/13/2022] Open
Abstract
Fas/Fas ligand system was shown to be related to insulin resistance and type 2 diabetes mellitus (T2DM). However, the role of soluble Fas ligand (sFasL) in functioning of immune cells in type 2 diabetes mellitus (T2DM) has not been studied yet. The aim of the present study was to determine in vitro effects of sFasL on neutrophil activation and apoptosis. We demonstrate here that sFasL exhibited proinflammatory effect and induced mRNA levels of caspase-1, NF-κB, IL-1β and CD18 expression. At the same time, sFasL induced reactive oxygen species (ROS) production. Activation of caspase-1 activity abolished sFasL-dependent apoptosis, and suppressed Fas expression and mRNA levels of caspase-3 in neutrophils from T2DM patients. Collectively, our findings identify a novel proinflammatory role of sFasL in T2DM neutrophils that is dependent of caspase activity. Thus, sFasL enhances inflammatory response of neutrophils from T2DM patients without increasing apoptosis suggesting its triggering role in T2DM inflammation.
Collapse
Affiliation(s)
- Sona Margaryan
- Russian-Armenian University, Yerevan, Armenia
- Laboratory of Molecular and Cellular Immunology, Institute of Molecular Biology, Yerevan, Armenia
| | - Agata Witkowicz
- Department of Experimental Therapy, L. Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wroclaw, Poland
| | - Arsen Arakelyan
- Russian-Armenian University, Yerevan, Armenia
- Bioinformatics Group, Institute of Molecular Biology, Yerevan, Armenia
| | - Anna Partyka
- Department of Experimental Therapy, L. Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wroclaw, Poland
| | - Lidia Karabon
- Department of Experimental Therapy, L. Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wroclaw, Poland
| | - Gayane Manukyan
- Russian-Armenian University, Yerevan, Armenia
- Laboratory of Molecular and Cellular Immunology, Institute of Molecular Biology, Yerevan, Armenia
- * E-mail: ,
| |
Collapse
|
40
|
Gu Y, Hu K, Huang Y, Zhang Q, Liu L, Meng G, Wu H, Xia Y, Bao X, Shi H, Wang H, Sun S, Wang X, Zhou M, Jia Q, Song K, Niu K. White blood cells count as an indicator to identify whether obesity leads to increased risk of type 2 diabetes. Diabetes Res Clin Pract 2018; 141:140-147. [PMID: 29730387 DOI: 10.1016/j.diabres.2018.04.041] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 04/16/2018] [Accepted: 04/26/2018] [Indexed: 01/05/2023]
Abstract
AIMS Obesity promotes a variety of poor health outcomes, including type 2 diabetes (T2D). However, not all obese people are at an elevated risk of T2D. Obesity is closely linked to chronic inflammation. In addition, inflammation is an important contributor to T2D via the processes of insulin resistance and islet β-cell failure. Therefore, we hypothesize that white blood cells (WBC) count, a marker of subclinical inflammation, can be used as an indicator to identify whether or not obesity leads to increased risk of T2D. To investigate this hypothesis, we conducted a prospective cohort study in a general population. METHODS A total of 47,678 subjects were followed up from 2007 to 2016. WBC count was determined by automated hematology analyzer. T2D and obesity were defined in accordance with the criteria of the World Health Organization. Adjusted Cox proportional hazards regression models were used to assess relationships between obese status, WBC count and the incidence of T2D. RESULTS During the approximately ∼9-year follow-up period (median duration of follow-up: 3.48y), 1463 subjects developed T2D. In the final multivariate model, the hazard ratios (95% confidence interval) of T2D for obese participants with elevated WBC count, non-obese participants with elevated WBC count, and non-obese participants with low WBC count, when compared to obese participants with low WBC count were: 1.22(1.03-1.44), 1.37(1.12-1.66) and 0.99(0.83-1.20), respectively. CONCLUSIONS This study demonstrated that WBC count can be used as an indicator to identify whether or not obesity leads to increased risk of T2D.
Collapse
Affiliation(s)
- Yeqing Gu
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Kuiru Hu
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Yuhan Huang
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Qing Zhang
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Li Liu
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Ge Meng
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Hongmei Wu
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Yang Xia
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Xue Bao
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Hongbin Shi
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Honglei Wang
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Shaomei Sun
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Xing Wang
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Ming Zhou
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Qiyu Jia
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Kun Song
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Kaijun Niu
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China; Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China.
| |
Collapse
|
41
|
Bao X, Borné Y, Johnson L, Muhammad IF, Persson M, Niu K, Engström G. Comparing the inflammatory profiles for incidence of diabetes mellitus and cardiovascular diseases: a prospective study exploring the 'common soil' hypothesis. Cardiovasc Diabetol 2018; 17:87. [PMID: 29895294 PMCID: PMC5996509 DOI: 10.1186/s12933-018-0733-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 06/06/2018] [Indexed: 12/15/2022] Open
Abstract
Background Chronic low-grade inflammation and associated insulin resistance and metabolic abnormalities have been proposed as ‘common soil’ for diabetes mellitus (DM) and cardiovascular disease (CVD). This paper aimed to investigate the inflammatory profiles of DM and CVD and to distinguish their shared and specific markers. Methods Based on the Malmö Diet and Cancer cohort, total and differential leukocyte counts were measured in 25,969 participants without previous DM or CVD and were studied in relation to incident DM (mean follow-up 17.4 ± 5.58 years) and incident CVD (i.e., coronary events, including fatal and nonfatal myocardial infarction, or stroke); mean follow-up 17.7 ± 5.46 years, using multivariable Cox regression models. Furthermore, plasma concentrations of another seven inflammatory markers were examined in relation to incident DM and incident CVD in a sub-cohort of 4658 participants. The associations of each inflammatory marker with incident DM versus incident CVD were compared using the Lunn–McNeil competing risks approach. In sensitivity analyses, those who developed both DM and CVD during follow-up were excluded. Results After adjustment for conventional risk factors, total and differential leukocyte counts, orosomucoid, and C-reactive protein were associated with an increased risk of both DM and CVD. Neutrophil to lymphocyte ratio, ceruloplasmin, alpha1-antitrypsin and soluble urokinase plasminogen activator receptor predicted increased risk of CVD but not DM, while haptoglobin and complement C3 showed the opposite pattern. In competing risks analyses, lymphocyte count and complement C3 had stronger associations with risk of DM than with risk of CVD (p for equal associations = 0.020 and 0.006). The reverse was true for neutrophil to lymphocyte ratio (p for equal associations = 0.025). Results were consistent in sensitivity analyses. Conclusions The results indicated substantial similarities in the inflammatory profiles associated with DM and CVD. However, there are also significant differences. These findings may help discriminate between individuals at elevated risk of DM and those at elevated risk of CVD, which is a prerequisite for targeted therapies. Electronic supplementary material The online version of this article (10.1186/s12933-018-0733-9) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Xue Bao
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China. .,Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden.
| | - Yan Borné
- Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden
| | - Linda Johnson
- Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden
| | - Iram Faqir Muhammad
- Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden
| | - Margaretha Persson
- Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden
| | - Kaijun Niu
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Gunnar Engström
- Department of Clinical Sciences, Lund University, CRC 60:13, Jan Waldenströms gata 35, 20502, Malmö, Sweden
| |
Collapse
|
42
|
Torrungruang K, Ongphiphadhanakul B, Jitpakdeebordin S, Sarujikumjornwatana S. Mediation analysis of systemic inflammation on the association between periodontitis and glycaemic status. J Clin Periodontol 2018; 45:548-556. [PMID: 29500831 DOI: 10.1111/jcpe.12884] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/26/2018] [Indexed: 01/04/2023]
Abstract
AIM This cross-sectional study investigated the associations between periodontitis, systemic inflammation and glycaemic status. MATERIALS AND METHODS The participants were divided into three groups: normoglycaemia, impaired fasting glucose (IFG) and diabetes. Multinomial logistic regression was used to examine the associations between periodontitis severity and glycaemic status, adjusting for potential confounders. Mediation analysis of four systemic inflammatory biomarkers, C-reactive protein (CRP), white blood cell count (WBC), neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR), was performed. RESULTS This study comprised 2,036 participants, aged 39-66 years. Severe periodontitis was associated with IFG and diabetes with odds ratios of 1.6 (95% confidence interval [CI]: 1.1-2.4, p = .023) and 2.4 (95% CI: 1.3-4.5, p = .006), respectively. The CRP, WBC and PLR were associated with both periodontitis severity and glycaemic status (p < .05). In contrast, the NLR was associated with periodontitis severity (p < .05) but not glycaemic status (p > .05). The CRP, WBC and PLR mediated 8%, 13% and 6%, respectively, of the association between severe periodontitis and diabetes. Similar proportions mediated were observed for the periodontitis-IFG association. CONCLUSIONS Our findings support the role of systemic inflammation as mediators of the associations between periodontitis and IFG or diabetes.
Collapse
Affiliation(s)
- Kitti Torrungruang
- Department of Microbiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Boonsong Ongphiphadhanakul
- Section of Endocrinology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | | | - Somchai Sarujikumjornwatana
- Health Division, Medical and Health Department, Electricity Generating Authority of Thailand, Nonthaburi, Thailand
| |
Collapse
|
43
|
Yin Y, Ye S, Wang H, Li B, Wang A, Yan W, Dou J, Mu Y. Red blood cell distribution width and the risk of being in poor glycemic control among patients with established type 2 diabetes. Ther Clin Risk Manag 2018; 14:265-273. [PMID: 29497303 PMCID: PMC5818876 DOI: 10.2147/tcrm.s155753] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background The red cell distribution width (RDW) has been shown to be associated with the incidence and complications of type 2 diabetes (T2D). However, the relevance of RDW with the risk of being in poor glycemic control among patients with established T2D is largely overlooked. Methods A total of 702 T2D participants from the REACTION study were enrolled in this study. Blood routine index, fasting plasma glucose, hemoglobin A1c and lipid profile data were available for all of the enrolled population. Results The univariate logistic analysis revealed a significant association between RDW and the risk of being in poor glycemic control among T2D subjects with an odds ratio (OR) and a 95% confidence interval (CI) of 0.5 and 0.3–0.8, respectively, for the fourth vs the first quartile of RDW. The association strengthened after multivariable adjustment (OR [95% CI]: 0.3 [0.2–0.7]). Interaction and stratified analyses indicated that this association was seen only among T2D subjects with lower body mass index and/or serum lipid levels. Conclusion T2D patients with higher RDW had significantly lower risk of being in poor glycemic control. RDW may contribute to risk assessment for T2D individuals at risk of being in poor glycemic control.
Collapse
Affiliation(s)
- Yaqi Yin
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Sisi Ye
- Department of Medical Oncology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Haibin Wang
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Bing Li
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Anping Wang
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Wenhua Yan
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Jingtao Dou
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Yiming Mu
- Department of Endocrinology, Chinese PLA General Hospital, Beijing, People's Republic of China
| |
Collapse
|