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Spagnolo P, Cela E, Patel MA, Tweddell D, Daley M, Clarson C, Stranges S, Cepinskas G, Fraser DD. Differential expression of plasma proteins and pathway enrichments in pediatric diabetic ketoacidosis. Mol Med 2025; 31:4. [PMID: 39773407 PMCID: PMC11707870 DOI: 10.1186/s10020-024-01056-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 12/24/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND In children with type 1 diabetes (T1D), diabetic ketoacidosis (DKA) triggers a significant inflammatory response; however, the specific effector proteins and signaling pathways involved remain largely unexplored. This pediatric case-control study utilized plasma proteomics to explore protein alterations associated with severe DKA and to identify signaling pathways that associate with clinical variables. METHODS We conducted a proteome analysis of plasma samples from 17 matched pairs of pediatric patients with T1D; one cohort with severe DKA and another with insulin-controlled diabetes. Proximity extension assays were used to quantify 3072 plasma proteins. Data analysis was performed using multivariate statistics, machine learning, and bioinformatics. RESULTS This study identified 214 differentially expressed proteins (162 upregulated, 52 downregulated; adj P < 0.05 and a fold change > 2), reflecting cellular dysfunction and metabolic stress in severe DKA. We characterized protein expression across various organ systems and cell types, with notable alterations observed in white blood cells. Elevated inflammatory pathways suggest an enhanced inflammatory response, which may contribute to the complications of severe DKA. Additionally, upregulated pathways related to hormone signaling and nitrogen metabolism were identified, consistent with increased hormone release and associated metabolic processes, such as glycogenolysis and lipolysis. Changes in lipid and fatty acid metabolism were also observed, aligning with the lipolysis and ketosis characteristic of severe DKA. Finally, several signaling pathways were associated with clinical biochemical variables. CONCLUSIONS Our findings highlight differentially expressed plasma proteins and enriched signaling pathways that were associated with clinical features, offering insights into the pathophysiology of severe DKA.
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Affiliation(s)
- Paolo Spagnolo
- Medicine, Campus Bio-Medico University of Rome, Via Alvaro del Portillo 21, Rome, Italy, 00128
| | - Enis Cela
- Physiology and Pharmacology, Western University, London, ON, Canada, N6A 3K7
| | - Maitray A Patel
- Epidemiology and Biostatistics, Western University, London, ON, Canada, N6A 3K7
| | - David Tweddell
- Computer Science, Western University, London, ON, Canada, N6A 3K7
| | - Mark Daley
- Epidemiology and Biostatistics, Western University, London, ON, Canada, N6A 3K7
- Computer Science, Western University, London, ON, Canada, N6A 3K7
- Vector Institute for Artificial Intelligence, Toronto, ON, Canada, M5G 0C6
| | - Cheril Clarson
- Pediatrics, Western University, London, ON, Canada, N6A 3K7
- Children's Health Research Institute, London, ON, Canada, N6C 4V3
| | - Saverio Stranges
- Epidemiology and Biostatistics, Western University, London, ON, Canada, N6A 3K7
- Medicine, Western University, London, ON, Canada, N6A 3K7
- Family Medicine, Western University, London, ON, Canada, N6A 3K7
- Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy, 80131
| | - Gediminas Cepinskas
- Medical Biophysics, Western University, London, ON, Canada, N6A 3K7
- London Health Sciences Centre Research Institute (LHSC-RI), London, ON, Canada, N6A 5W9
- Anatomy and Cell Biology, Western University, London, ON, Canada, N6A 3K7
| | - Douglas D Fraser
- Physiology and Pharmacology, Western University, London, ON, Canada, N6A 3K7.
- Pediatrics, Western University, London, ON, Canada, N6A 3K7.
- Children's Health Research Institute, London, ON, Canada, N6C 4V3.
- London Health Sciences Centre Research Institute (LHSC-RI), London, ON, Canada, N6A 5W9.
- Clinical Neurological Sciences, Western University, London, ON, Canada, N6A 3K7.
- Room A5-132, Victoria Research Laboratories, LHSC-VC, 800 Commissioners Road E., London, ON, Canada, N6A 5W9.
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Abo Hola AS, Abd El Naby SA, Allam ET, Gab Allah AA, Hammad DA. Promising predictors of diabetic peripheral neuropathy in children and adolescents with type 1 diabetes mellitus. Ital J Pediatr 2024; 50:215. [PMID: 39402605 PMCID: PMC11479551 DOI: 10.1186/s13052-024-01774-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 09/22/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) in children and adolescents with type 1 diabetes mellitus (T1DM) is a growing issue, with controversial data in the terms of prevalence and evaluation timelines. Currently, there are no clear standards for its early detection. Therefore, our aim was to assess the contribution of the Michigan neuropathy screening instrument (MNSI), lipid profile, serum neuron specific enolase (NSE), and serum heat shock protein 27 (HSP 27) to the prediction of DPN in children and adolescents with T1DM. METHODS In this case-control study, fifty children diagnosed with T1DM for at least five years were enrolled and evaluated through complete neurological examination, MNSI, and nerve conduction study (NCS). Additionally, HbA1c, lipid profile, serum NSE, and serum HSP 27 levels were measured for patients and controls. RESULTS The prevalence of DPN in our study was 24% by NCS, and electrophysiological changes showed a statistically significant lower conduction velocity for the posterior tibial and sural nerves, as well as a prolonged latency period for the common peroneal and sural nerves in neuropathic patients. In these patients, older age, earlier age of diabetes onset, longer disease duration, higher total cholesterol, triglycerides, low density lipoprotein cholesterol, HbA1c, serum NSE, and HSP27 levels were observed. The MNSI examination score ≥ 1.5 cutoff point had an area under the curve (AUC) of 0.955, with 75% sensitivity and 94.74% specificity, according to receiver operating characteristic curve analysis. However, the questionnaire's cutoff point of ≥ 5 had an AUC of 0.720, 75% sensitivity, and 63% specificity, with improved overall instrument performance when combining both scores. Regarding blood biomarkers, serum NSE had greater sensitivity and specificity in discriminating neuropathic patients than HSP27 (92% and 74% versus 75% and 71%, respectively). Regression analysis revealed a substantial dependency for MNSI and serum NSE in predicting DPN in patients. CONCLUSIONS Despite limited research in pediatrics, MNSI and serum NSE are promising predictive tools for DPN in children and adolescents with T1DM, even when they are asymptomatic. Poor glycemic control and lipid profile changes may play a critical role in the development of DPN in these patients, despite conflicting results in various studies.
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Affiliation(s)
- Ahmed S Abo Hola
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Yassin Abdel-Ghafar Street, Shebin El-Kom, Shebin El-Kom, 32511, Menoufia, Egypt.
| | - Sameh A Abd El Naby
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Yassin Abdel-Ghafar Street, Shebin El-Kom, Shebin El-Kom, 32511, Menoufia, Egypt
| | - Esraa T Allam
- Department of Clinical Pathology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Ayaat A Gab Allah
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Yassin Abdel-Ghafar Street, Shebin El-Kom, Shebin El-Kom, 32511, Menoufia, Egypt
| | - Dina A Hammad
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Yassin Abdel-Ghafar Street, Shebin El-Kom, Shebin El-Kom, 32511, Menoufia, Egypt
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Ye W, Tang Y, Dong X, Chen G, Yan Y, Zhou L, Wang Z, Chen L, Li M, Feng Z. Predictive Value and Correlation of Neuron-Specific Enolase for Prognosis in Patients with Coma: A Systematic Review and Meta-Analysis. Eur Neurol 2020; 83:555-565. [PMID: 33130683 DOI: 10.1159/000509801] [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: 03/28/2020] [Accepted: 06/25/2020] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Coma is the most serious disturbance of consciousness, which affects the life quality of patients and increases the burden of their family. Studies to assess the prognostic value of neuron-specific enolase (NSE) in patients with coma have not led to precise, generally accepted prognostic rules. The study aims to assess the correlation between NSE and prognosis of coma and the predictive value of NSE for clinical prognosis. METHODS A search was conducted using PubMed, Web of Science, EMBASE, Cochrane Library, China National Knowledge Infrastructure (CNKI), and WanFang Data from the establishment time of databases to December 2019. This analysis included patients with coma, regardless of how long the coma was. In total, 26 articles were retrieved and included in the review. RESULTS The meta-analysis revealed the NSE concentration of patients with coma is significantly higher than that of the control group (standard mean difference = 0.88, 95% confidence interval [CI]: 0.63-1.12, p < 0.05). The pooled sensitivity and specificity of NSE in coma diagnosis was 0.5 (95% CI: 0.39-0.61) and 0.86 (95% CI: 0.71-0.94). CONCLUSIONS The NSE concentration of patients with poor coma prognosis is significantly higher than that of the control group. The high NSE concentration is not necessarily a poor prognosis for coma, but low NSE concentration indicates a high probability of a good prognosis for coma.
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Affiliation(s)
- Wen Ye
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Yunliang Tang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Xiaoyang Dong
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Gengfa Chen
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Yan Yan
- Department of Nephrology, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Lu Zhou
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Ziwen Wang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Liwei Chen
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Moyi Li
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China
| | - Zhen Feng
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanchang University, Nanchang City, China,
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Elshorbagy HH, Barseem NF, Elsadek AE, Al-shokary AH, Maksoud YHA, Abdulsamea SE, Talaat IM, Suliman HA, Kamal NM, Abdelghani WE, Azab SM, El Din DMN. Serum Neuron-specific Enolase and S100 Calcium-binding Protein B in Pediatric Diabetic Ketoacidosis. J Clin Res Pediatr Endocrinol 2019; 11:374-387. [PMID: 31067852 PMCID: PMC6878350 DOI: 10.4274/jcrpe.galenos.2019.2018.0280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 05/07/2019] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE Neuron-specific enolase (NSE) and S100 calcium-binding protein B (S100B) are markers of different neurological disorders. The aim was to investigate the relationship between NSE and S100B serum concentrations and the severity of diabetic ketoacidosis (DKA) in diabetic children. METHODS Eighty children with DKA, 40 with type 1 diabetes mellitus (T1DM) without DKA and 40 healthy controls were enrolled. Severity of DKA was assessed according to blood pH and bicarbonate concentration. Serum NSE and S100B were measured in all participants. In the DKA group serum NSE and S100B were measured at three time points, at admission and at 12 hours and 24 hours after starting treatment. RESULTS Children with DKA showed significantly higher serum levels of NSE at all time points compared to children with T1DM without DKA and controls (p<0.01), while serum S100B concentrations did not differ between the three cohorts. Children with T1DM but without DKA also had significantly higher serum levels of NSE (p<0.01) compared to healthy controls. Patients with low Glasgow Coma Scale score (GCSS) and those with moderate and severe DKA had significantly higher levels of NSE at all time points (p<0.01 for each) compared to patients with normal GCSS and those with mild DKA. No significant differences were found in serum S100B levels according to the severity of DKA and GCS (p>0.05). Younger age, lower GCSS, higher glucose and HbA1c, lower pH and lower serum bicarbonate were the risk factors associated with elevated NSE. CONCLUSION Serum NSE is elevated in all patients with type 1 DM and, in patients with DKA, correlates with severity of DKA. However, serum S100B concentration did not differ between T1DM with or without DKA and healthy controls.
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Affiliation(s)
- Hatem Hamed Elshorbagy
- Menoufia University Faculty of Medicine, Departments of Pediatrics and Pediatric Neurology, Shebeen Elkom, Egypt; Alhada and Taif Armed forces Hospitals, Departments of Pediatrics and Pediatric Neurology, Taif, Saudi Arabia
| | - Naglaa Fathy Barseem
- Menofia University Faculty of Medicine, Department of Pediatrics, Shebeen Elkom, Egypt
| | | | | | | | | | - Iman M. Talaat
- Ain Shams University Faculty of Medicine, Department of Pediatrics, Cairo, Egypt
| | | | - Naglaa M. Kamal
- Cairo University Faculty of Medicine, Departments of Pediatrics and Pediatric Hepatology, Cairo, Egypt; Alhada Armed forces Hospital, Clinics of Pediatric Hepatology and Gastroenterology, Taif, Saudi Arabia
| | | | - Sanaa Mohammed Azab
- Al-Azhar University Faculty of Medicine, Department of Pediatrics, El-Khalifa, Egypt
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In diabetic ketoacidosis brain injury including cerebral oedema and infarction is caused by interleukin-1. Med Hypotheses 2018; 121:44-46. [PMID: 30396487 DOI: 10.1016/j.mehy.2018.09.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 08/31/2018] [Accepted: 09/05/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND Brain injury in diabetic ketoacidosis (DKA) is common but under recognized and affects up to 54% of patients with this complication. It's manifestations include cerebral oedema (CE) and cerebral infarction (CI). The etiology of CE in DKA has up to the present time been uncertain. Practical management had been guided by the assumption that rapid osmotic shifts due to rapid correction of hypovolemia and reduction of plasma glucose could cause a shift of water into the cells. The osmotic effect of glucose can cause inflammation by activation of inflammasomes. Recently it has been recognized that the body is in a pro-inflammatory state during DKA involving interleukin-1 production by inflammasomes. Interleukin-1 has been involved in the pathogenesis of cerebral oedema and CI. HYPOTHESIS In diabetic ketoacidosis brain injury including cerebral oedema and infarction is caused by interleukin-1. CONFIRMATION OF HYPOTHESIS AND IMPLICATIONS Inflammasome activity could be quantified in peripheral blood mononuclear cells and in patients with and without clinical and/or subclinical CE and/or stroke or features of cerebral ischemia on MRI. Surrogates of brain injury in peripheral blood like neuron specific enolase could be measured and correlated with inflammasome activity. Interleukin-1 receptor antagonists and inflammasome inhibitors including telmisartan could be assessed in their effect on MRI changes consistent with CE or CI in patients with DKA in randomised placebo-controlled trials.
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Çatlı G, Anık A, Acar S, Küme T, Karabulut M, Çalan ÖG, Dündar BN, Abacı A. Brain injury markers: S100 calcium-binding protein B, neuron-specific enolase and glial fibrillary acidic protein in children with diabetic ketoacidosis. Pediatr Diabetes 2018; 19:1000-1006. [PMID: 29484801 DOI: 10.1111/pedi.12667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 02/15/2018] [Accepted: 02/19/2018] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND To investigate serum levels of brain injury markers in diabetic ketoacidosis (DKA) and the relation of these markers with clinical and radiological findings of brain injury and laboratory results. METHODS Twenty-nine patients with DKA, 30 with type 1 diabetes mellitus (T1DM), and 35 healthy children were included. Clinical and laboratory findings, and the Glasgow Coma Scale (GCS) were recorded. In the DKA group, neuron-specific enolase (NSE), S100 calcium-binding protein B (S100B) and glial fibrillary acidic protein (GFAP) levels were measured at baseline and 6 and 12 hours after treatment. Magnetic resonance imaging was performed in the DKA group to demonstrate any brain injury. RESULTS No clinical or radiological findings of brain injury were found in any of the patients with DKA. In the DKA group, S100B was significantly higher than the healthy control and T1DM groups, while GFAP and NSE levels were not different from controls and T1DM patients. No significant differences were found in GFAP, NSE and S100B levels according to severity of DKA, diabetes duration and GCS. CONCLUSION NSE and GFAP levels do not increase in DKA patients without overt brain injury. Elevated levels of S100B, which is also synthesized from non-neuronal tissues, might arise from peripheral sources. A lack of concurrent increase in serum levels of these brain injury markers might result from the yet intact blood brain barrier or a true absence of neuronal damage. In order to reveal subclinical brain injury related to DKA, there is a need for studies concurrently assessing neurocognitive functions.
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Affiliation(s)
- Gönül Çatlı
- Department of Pediatric Endocrinology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey
| | - Ahmet Anık
- Department of Pediatric Endocrinology, Faculty of Medicine, Adnan Menderes University, Aydın, Turkey
| | - Sezer Acar
- Department of Pediatric Endocrinology, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Tuncay Küme
- Department of Biochemistry, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Melike Karabulut
- Department of Pediatrics, Tepecik Training and Research Hospital, Health Sciences University, İzmir, Turkey
| | - Özlem Gürsoy Çalan
- Department of Biochemistry, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Bumin Nuri Dündar
- Department of Pediatric Endocrinology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey
| | - Ayhan Abacı
- Department of Pediatric Endocrinology, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
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Hamed SA. Brain injury with diabetes mellitus: evidence, mechanisms and treatment implications. Expert Rev Clin Pharmacol 2017; 10:409-428. [PMID: 28276776 DOI: 10.1080/17512433.2017.1293521] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 02/07/2017] [Indexed: 02/06/2023]
Abstract
Diabetes mellitus is a risk for brain injury. Brain injury is associated with acute and chronic hyperglycaemia, insulin resistance, hyperinsulinemia, diabetic ketoacidosis (DKA) and hypoglycaemic events in diabetic patients. Hyperglycemia is a cause of cognitive deterioration, low intelligent quotient, neurodegeneration, brain aging, brain atrophy and dementia. Areas covered: The current review highlights the experimental, clinical, neuroimaging and neuropathological evidence of brain injury induced by diabetes and its associated metabolic derangements. It also highlights the mechanisms of diabetes-induced brain injury. It seems that the pathogenesis of hyperglycemia-induced brain injury is complex and includes combination of vascular disease, oxidative stress, neuroinflammation, mitochondrial dysfunction, apoptosis, reduction of neurotrophic factors, acetylcholinesterase (AChE) activation, neurotransmitters' changes, impairment of brain repair processes, impairment of brain glymphatic system, accumulation of amyloid β and tau phosphorylation and neurodegeneration. The potentials for prevention and treatment are also discussed. Expert commentary: We summarize the risks and the possible mechanisms of DM-induced brain injury and recommend strategies for neuroprotection and neurorestoration. Recently, a number of drugs and substances [in addition to insulin and its mimics] have shown promising potentials against diabetes-induced brain injury. These include: antioxidants, neuroinflammation inhibitors, anti-apoptotics, neurotrophic factors, AChE inhibitors, mitochondrial function modifiers and cell based therapies.
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Affiliation(s)
- Sherifa A Hamed
- a Department of Neurology and Psychiatry , Assiut University Hospital , Assiut , Egypt
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