Pub Date : 2026-01-01DOI: 10.2174/0118715303397988250428050120
Talha Karahan, Nezihat Rana Dişel, Ömer Taşkın, Gülçin Dağlıoğlu, Mustafa Oğuz Tuğcan, Ahmet Sebe, Ayça Açıkalın Akpınar
Introduction: This study aims to investigate the relationship between steroid use, adrenal suppression, and frequent emergency department (ED) visits in patients with Chronic Obstructive Pulmonary Disease (COPD). Systemic glucocorticoids are commonly prescribed in the management of COPD exacerbations; however, prolonged or repeated steroid use may lead to adrenal suppression. Although the standard steroid regimen for COPD exacerbations is short-term, frequent ED visits may result in cumulative steroid exposure, raising concerns about adrenal insufficiency and its clinical consequences. This study investigates the potential association between steroid-induced adrenal suppression and frequent ED visits among COPD patients. It further examines the impact of steroid administration on cortisol and Adrenocorticotropic hormone (ACTH) levels.
Methods: This prospective, cross-sectional, observational study was conducted in a university- based ED. Patients with COPD, with dyspnea and who presented to the ED between 06:00-08:00 were included. Demographics, previous presentations to the ED, medications used, hormone levels, and other laboratory results were recorded.
Results: Fifty patients (82% were male) included. Sputum symptoms along with incidences of heart failure were higher in patients who received steroids in the ED. Ronchi was higher, crackles and pretibial edema were lower in the patients who received steroids in the ED. Among the patients with low cortisol levels, the frequency of patients who received steroids in the ED was higher than those who did not.
Conclusion: Primary healthcare clinicians should monitor COPD patients for potential adrenal insufficiency. Careful regulation of steroid dosages during exacerbation treatment and minimizing polypharmacy are essential to mitigate the long-term effects of prolonged steroid use.
{"title":"Steroid Use, Adrenal Suppression, and Emergency Department Visits in COPD Patients: A Cross-Sectional Study","authors":"Talha Karahan, Nezihat Rana Dişel, Ömer Taşkın, Gülçin Dağlıoğlu, Mustafa Oğuz Tuğcan, Ahmet Sebe, Ayça Açıkalın Akpınar","doi":"10.2174/0118715303397988250428050120","DOIUrl":"10.2174/0118715303397988250428050120","url":null,"abstract":"<p><strong>Introduction: </strong>This study aims to investigate the relationship between steroid use, adrenal suppression, and frequent emergency department (ED) visits in patients with Chronic Obstructive Pulmonary Disease (COPD).\u0000\u0000Systemic glucocorticoids are commonly prescribed in the management of COPD exacerbations; however, prolonged or repeated steroid use may lead to adrenal suppression. Although the standard steroid regimen for COPD exacerbations is short-term, frequent ED visits may result in cumulative steroid exposure, raising concerns about adrenal insufficiency and its clinical consequences.\u0000\u0000This study investigates the potential association between steroid-induced adrenal suppression and frequent ED visits among COPD patients. It further examines the impact of steroid administration on cortisol and Adrenocorticotropic hormone (ACTH) levels.</p><p><strong>Methods: </strong>This prospective, cross-sectional, observational study was conducted in a university- based ED. Patients with COPD, with dyspnea and who presented to the ED between 06:00-08:00 were included. Demographics, previous presentations to the ED, medications used, hormone levels, and other laboratory results were recorded.</p><p><strong>Results: </strong>Fifty patients (82% were male) included. Sputum symptoms along with incidences of heart failure were higher in patients who received steroids in the ED. Ronchi was higher, crackles and pretibial edema were lower in the patients who received steroids in the ED. Among the patients with low cortisol levels, the frequency of patients who received steroids in the ED was higher than those who did not.</p><p><strong>Conclusion: </strong>Primary healthcare clinicians should monitor COPD patients for potential adrenal insufficiency. Careful regulation of steroid dosages during exacerbation treatment and minimizing polypharmacy are essential to mitigate the long-term effects of prolonged steroid use.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303397988"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144060067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303380282250225071730
Yi-Ying Liu, Yue-Yang Zhang, Qin Wan
Background: Observational studies suggest an association between the immune system and type 2 diabetes. The present study sought to ascertain the causal relationship between BDH1 and type 2 diabetes and investigate whether immunocytes mediate this relationship.
Methods: Appropriate single nucleotide polymorphisms (SNPs) were carefully selected from publicly available GWAS databases based on rigorous criteria to ensure the validity of the Mendelian randomization (MR) analysis. Inverse variance weighting (IVW) was employed as the primary approach for assessing effect sizes, supplemented by four sensitivity analysis techniques: weighted median, simple mode, weighted mode, and MR-Egger regression tests, all aimed at ensuring the robustness and reliability of the IVW results. Reverse MR was conducted to confirm the feasibility of the mediation analysis. Lastly, Cochran's Q test, MR Egger intercept regression, and MR-PRESSO analysis were utilized to examine heterogeneity and horizontal pleiotropy.
Results: The expression of BDH1 is inversely associated with the risk of type 2 diabetes, with an odds ratio of 0.97 (95% CI: 0.95-0.99). IgD+ CD38+ B cell absolute count (20.7%), HLA DR on dendritic cell (18.7%), BAFF-R on CD20- CD38- B cell (9.5%), CD25 on IgD+ CD24+ B cell (4.1%), and BAFF-R on IgD+ B cell (3.4%), all exhibit certain mediating effects, whereas IgD+ CD38+ B cell absolute count, activated and resting CD4 regulatory T cell %, CD4+ T cell, transitional B cell absolute count, CD28- CD8 dim T cell absolute count, CD45 on HLA DR+ CD8+ T cell, FSC-A on HLA DR+ natural killer, and SSC-A on plasmacytoid dendritic cell exert masking effects.
Conclusion: The findings indicate that immunocytes could serve as a crucial mediating mechanism through which BDH1 exerts its protective effect against type 2 diabetes, offering novel insights for the prevention and therapeutic management of the disease.
{"title":"Immunocytes Play a Crucial Role as Mediators in the Protective Effects of D-β-Hydroxybutyrate Dehydrogenase 1 against Type 2 Diabetes Mellitus: A Mendelian Randomization Study","authors":"Yi-Ying Liu, Yue-Yang Zhang, Qin Wan","doi":"10.2174/0118715303380282250225071730","DOIUrl":"10.2174/0118715303380282250225071730","url":null,"abstract":"<p><strong>Background: </strong>Observational studies suggest an association between the immune system and type 2 diabetes. The present study sought to ascertain the causal relationship between BDH1 and type 2 diabetes and investigate whether immunocytes mediate this relationship.</p><p><strong>Methods: </strong>Appropriate single nucleotide polymorphisms (SNPs) were carefully selected from publicly available GWAS databases based on rigorous criteria to ensure the validity of the Mendelian randomization (MR) analysis. Inverse variance weighting (IVW) was employed as the primary approach for assessing effect sizes, supplemented by four sensitivity analysis techniques: weighted median, simple mode, weighted mode, and MR-Egger regression tests, all aimed at ensuring the robustness and reliability of the IVW results. Reverse MR was conducted to confirm the feasibility of the mediation analysis. Lastly, Cochran's Q test, MR Egger intercept regression, and MR-PRESSO analysis were utilized to examine heterogeneity and horizontal pleiotropy.</p><p><strong>Results: </strong>The expression of BDH1 is inversely associated with the risk of type 2 diabetes, with an odds ratio of 0.97 (95% CI: 0.95-0.99). IgD+ CD38+ B cell absolute count (20.7%), HLA DR on dendritic cell (18.7%), BAFF-R on CD20- CD38- B cell (9.5%), CD25 on IgD+ CD24+ B cell (4.1%), and BAFF-R on IgD+ B cell (3.4%), all exhibit certain mediating effects, whereas IgD+ CD38+ B cell absolute count, activated and resting CD4 regulatory T cell %, CD4+ T cell, transitional B cell absolute count, CD28- CD8 dim T cell absolute count, CD45 on HLA DR+ CD8+ T cell, FSC-A on HLA DR+ natural killer, and SSC-A on plasmacytoid dendritic cell exert masking effects.</p><p><strong>Conclusion: </strong>The findings indicate that immunocytes could serve as a crucial mediating mechanism through which BDH1 exerts its protective effect against type 2 diabetes, offering novel insights for the prevention and therapeutic management of the disease.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303380282"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144113314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303317264250116095028
Xinpan Wang, Doudou Chen, Yun Shi, Tao Yang, Xuqin Zheng
Background: Immune Checkpoint Inhibitor (ICPi) therapy has revolutionized cancer treatment but can lead to immune-related adverse events (irAE), including thyroid dysfunction. The impact of ICPi on patients with pre-existing autoimmune thyroid diseases (PATD), particularly the development of Graves' disease, remains poorly understood.
Case description: We provide the first complete case of Graves' disease with ICPi therapy in a patient who already had Hashimoto's thyroiditis.. The patient, a 52-year-old male, was diagnosed with lung adenocarcinoma and received Atezolizumab. Clinical evaluation revealed hyperthyroidism, confirmed by elevated thyroid hormones and autoantibodies (TRAb and TSAb). The patient was managed with methimazole and demonstrated a transient hyperthyroid phase followed by persistent hypothyroidism. Only 16 confirmed cases of Graves' disease induced by ICPi were reported. We conducted a review to investigate the clinical characteristics, risk factors, and prognosis trends associated with ICPi-induced Graves disease in PTAD patients. Additionally, changes in thyroid function and autoantibodies during and after ICPi treatment are examined.
Conclusion: This case underscores the importance of monitoring thyroid function and autoantibodies in patients with PATD undergoing ICPi therapy. The findings suggest distinct differences in the humoral immune response between ICPi-induced and spontaneous Graves' disease, necessitating further research into autoantibody dynamics and their relationship with cellular immunity in these patients.
{"title":"ICPi-Induced Graves' Disease with Pre-existing Autoimmune Thyroid Disorders: A Case Report and Literature Review.","authors":"Xinpan Wang, Doudou Chen, Yun Shi, Tao Yang, Xuqin Zheng","doi":"10.2174/0118715303317264250116095028","DOIUrl":"10.2174/0118715303317264250116095028","url":null,"abstract":"<p><strong>Background: </strong>Immune Checkpoint Inhibitor (ICPi) therapy has revolutionized cancer treatment but can lead to immune-related adverse events (irAE), including thyroid dysfunction. The impact of ICPi on patients with pre-existing autoimmune thyroid diseases (PATD), particularly the development of Graves' disease, remains poorly understood.</p><p><strong>Case description: </strong>We provide the first complete case of Graves' disease with ICPi therapy in a patient who already had Hashimoto's thyroiditis.. The patient, a 52-year-old male, was diagnosed with lung adenocarcinoma and received Atezolizumab. Clinical evaluation revealed hyperthyroidism, confirmed by elevated thyroid hormones and autoantibodies (TRAb and TSAb). The patient was managed with methimazole and demonstrated a transient hyperthyroid phase followed by persistent hypothyroidism. Only 16 confirmed cases of Graves' disease induced by ICPi were reported. We conducted a review to investigate the clinical characteristics, risk factors, and prognosis trends associated with ICPi-induced Graves disease in PTAD patients. Additionally, changes in thyroid function and autoantibodies during and after ICPi treatment are examined.</p><p><strong>Conclusion: </strong>This case underscores the importance of monitoring thyroid function and autoantibodies in patients with PATD undergoing ICPi therapy. The findings suggest distinct differences in the humoral immune response between ICPi-induced and spontaneous Graves' disease, necessitating further research into autoantibody dynamics and their relationship with cellular immunity in these patients.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303317264"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143416338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303382831250712200617
Yuting Chen, Jie Min, Xiali Yu, Haixiang Ni, Yamei Jin
Introduction: An increase in the intraorbital adipose tissue is the main pathological feature of thyroid-associated ophthalmopathy (TAO). IGF-1R activates PI3K/AKT signaling and accelerates adipogenesis. Pingmu decoction has been demonstrated to promote orbital adipocyte apoptosis; however, less is reported regarding the action mechanism of Danshenol A (DA), a single active ingredient of Salvia miltiorrhiza (Danshen). Accordingly, this study aimed to investigate the role and association of DA and IGF-1R in the proliferation and lipid accumulation of orbital adipocytes.
Methods: Primary human orbital preadipocytes were chosen and authenticated using immunofluorescence. Cells were treated with the IGF-1R agonist ginsenoside Rg5, IGF-1R overexpression plasmid, dexamethasone (Dex), and/or DA, after which cell proliferation and differentiation were assessed by cell counting kit-8 (CCK-8), oil red O staining, real-time quantitative polymerase chain reaction, and Western blot assays.
Results: Orbital preadipocytes showed positive expression of Pref-1. Treatment with IGF-1R agonist, as well as Dex, promoted orbital adipocyte viability and lipid accumulation, and increased the expression of adiponectin and leptin. It was observed that the overexpression of IGF-1R boosted PI3K/AKT activation and elevated PPARγ and C/EBPα expressions. Importantly, DA reversed the effects of IGF-1R on cell viability, lipid accumulation, and the PI3K/AKT signaling pathway.
Discussion: This study, for the first time, revealed the molecular mechanism by which DA regulates orbital fat metabolism through targeted inhibition of the IGF-1R/PI3K/AKT signaling axis. Notably, IGF-1R overexpression partially counteracted the inhibitory effect of DA, suggesting that this component has multi-target regulatory characteristics.
Conclusion: This study not only reveals a new mechanism by which DA treats TAO but also provides theoretical support for the treatment of adipose metabolism.
{"title":"Danshenol A Mediates the Proliferation and Differentiation of Adipocytes in Thyroid-Associated Ophthalmopathy","authors":"Yuting Chen, Jie Min, Xiali Yu, Haixiang Ni, Yamei Jin","doi":"10.2174/0118715303382831250712200617","DOIUrl":"10.2174/0118715303382831250712200617","url":null,"abstract":"<p><strong>Introduction: </strong>An increase in the intraorbital adipose tissue is the main pathological feature of thyroid-associated ophthalmopathy (TAO). IGF-1R activates PI3K/AKT signaling and accelerates adipogenesis. Pingmu decoction has been demonstrated to promote orbital adipocyte apoptosis; however, less is reported regarding the action mechanism of Danshenol A (DA), a single active ingredient of Salvia miltiorrhiza (Danshen). Accordingly, this study aimed to investigate the role and association of DA and IGF-1R in the proliferation and lipid accumulation of orbital adipocytes.</p><p><strong>Methods: </strong>Primary human orbital preadipocytes were chosen and authenticated using immunofluorescence. Cells were treated with the IGF-1R agonist ginsenoside Rg5, IGF-1R overexpression plasmid, dexamethasone (Dex), and/or DA, after which cell proliferation and differentiation were assessed by cell counting kit-8 (CCK-8), oil red O staining, real-time quantitative polymerase chain reaction, and Western blot assays.</p><p><strong>Results: </strong>Orbital preadipocytes showed positive expression of Pref-1. Treatment with IGF-1R agonist, as well as Dex, promoted orbital adipocyte viability and lipid accumulation, and increased the expression of adiponectin and leptin. It was observed that the overexpression of IGF-1R boosted PI3K/AKT activation and elevated PPARγ and C/EBPα expressions. Importantly, DA reversed the effects of IGF-1R on cell viability, lipid accumulation, and the PI3K/AKT signaling pathway.</p><p><strong>Discussion: </strong>This study, for the first time, revealed the molecular mechanism by which DA regulates orbital fat metabolism through targeted inhibition of the IGF-1R/PI3K/AKT signaling axis. Notably, IGF-1R overexpression partially counteracted the inhibitory effect of DA, suggesting that this component has multi-target regulatory characteristics.</p><p><strong>Conclusion: </strong>This study not only reveals a new mechanism by which DA treats TAO but also provides theoretical support for the treatment of adipose metabolism.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303382831"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144746709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: This study investigated the association between AIM2 cg11003133 DNA methylation and Rheumatoid Arthritis (RA), evaluating its diagnostic potential for RA and subtypes.
Methods: MethylTarget™ sequencing targeted AIM2 cg11003133 (chr1:159076528-159076740) in RA, Ankylosing Spondylitis (AS), Psoriatic Arthritis (PsA), gout, Systemic Lupus Erythematosus (SLE), Dermatomyositis (DM), primary Sjögren's Syndrome (SS), and Healthy Controls (HC) patients. Logistic regression, random forest, and XGBoost models were applied, with Spearman's correlation used to assess associations.
Results: RA and RF/CCP-positive patients showed significantly higher methylation at cg11003133_79/91 compared to HC and AS (FDR < 0.05), but lower levels compared to DM. Methylation at cg11003133_139 was elevated in RA compared to AS/SS (FDR = 0.04/0.03). Anti- TNF-α non-responders had higher cg11003133_79/91 methylation levels compared to HC/AS non-responders (FDR < 0.05). RF-negative RA patients had higher cg11003133_91 methylation than AS patients who failed anti-TNF-α treatment (FDR < 0.05). Haplotype CCCC correlated positively with CRP (r = 0.14, P = 0.006); TTTT was significantly negatively correlated with erythrocyte sedimentation rate, CRP, and the presence of diabetes (r = -0.18, -0.15, and -0.14; P < 0.001, 0.003, and 0.008, respectively). XGBoost and RF models achieved AUCs of 0.9911 and 0.9975 for RA versus non-RA, and 1 for RF/CCP double-negative versus double-positive RA.
Discussion: AIM2 cg11003133 methylation is strongly linked to RA, aligning with its role in inflammasome activation. While promising for diagnostics, larger validation is needed.
Conclusions: AIM2 cg11003133 methylation may serve as a diagnostic biomarker for RA and subtypes.
{"title":"Identifying AIM2 Circulating Methylation Levels as a Novel Diagnostic Biomarker for Rheumatoid Arthritis Using Targeted DNA Methylation Sequencing.","authors":"Jianan Zhao, Binghen He, Yu Shan, Kai Wei, Ping Jiang, Yiming Shi, Cen Chang, Yixin Zheng, Fuyu Zhao, Yunshen Li, Yuejuan Zheng, Yehua Jin, Xinliang Lv, Mengru Guo","doi":"10.2174/0118715303401357250707080740","DOIUrl":"10.2174/0118715303401357250707080740","url":null,"abstract":"<p><strong>Introduction: </strong>This study investigated the association between <i>AIM2</i> cg11003133 DNA methylation and Rheumatoid Arthritis (RA), evaluating its diagnostic potential for RA and subtypes.</p><p><strong>Methods: </strong>MethylTarget™ sequencing targeted <i>AIM2</i> cg11003133 (chr1:159076528-159076740) in RA, Ankylosing Spondylitis (AS), Psoriatic Arthritis (PsA), gout, Systemic Lupus Erythematosus (SLE), Dermatomyositis (DM), primary Sjögren's Syndrome (SS), and Healthy Controls (HC) patients. Logistic regression, random forest, and XGBoost models were applied, with Spearman's correlation used to assess associations.</p><p><strong>Results: </strong>RA and RF/CCP-positive patients showed significantly higher methylation at cg11003133_79/91 compared to HC and AS (FDR < 0.05), but lower levels compared to DM. Methylation at cg11003133_139 was elevated in RA compared to AS/SS (FDR = 0.04/0.03). Anti- TNF-α non-responders had higher cg11003133_79/91 methylation levels compared to HC/AS non-responders (FDR < 0.05). RF-negative RA patients had higher cg11003133_91 methylation than AS patients who failed anti-TNF-α treatment (FDR < 0.05). Haplotype CCCC correlated positively with CRP (r = 0.14, P = 0.006); TTTT was significantly negatively correlated with erythrocyte sedimentation rate, CRP, and the presence of diabetes (r = -0.18, -0.15, and -0.14; P < 0.001, 0.003, and 0.008, respectively). XGBoost and RF models achieved AUCs of 0.9911 and 0.9975 for RA versus non-RA, and 1 for RF/CCP double-negative versus double-positive RA.</p><p><strong>Discussion: </strong><i>AIM2</i> cg11003133 methylation is strongly linked to RA, aligning with its role in inflammasome activation. While promising for diagnostics, larger validation is needed.</p><p><strong>Conclusions: </strong><i>AIM2</i> cg11003133 methylation may serve as a diagnostic biomarker for RA and subtypes.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303401357"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144677122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303417142250724042300
Liuyin Zhou, Lian Pan, Jiayang Gao, Yi Jiang, Tingting Li, Ruoqing Li
Introduction: Acute Kidney Injury (AKI) is a clinical syndrome with rapid onset and poor prognosis, and existing diagnostic methods suffer from low sensitivity and delay. To achieve early identification and precise intervention, there is an urgent need to discover new precise biomarkers.
Methods: AKI samples were acquired from Gene Expression Omnibus (GEO) database. AKI-related module genes were identified using the "WGCNA" package. The "Limma" package was used to filter Differentially Expressed Genes (DEGs). Protein interaction networks were constructed by intersecting key modular genes with DEGs, and six algorithms (MCC, MNC, Degree, EPC, Closeness, and Radiality) in the cytoHubba plug-in were combined to screen candidate genes. Diagnostic biomarkers were cross-screened using LASSO regression with Support Vector Machine-Recursive Feature Elimination (SVM-RFE) machine learning algorithm, and their predictive performance was verified by Receiver Operating Characteristic (ROC) analysis. Transcription Factors (TFs) regulatory network was constructed applying Cytoscape 3.8.0. Finally, the prediction and molecular docking analysis of potential target drugs were performed using the DSigDB database and AutoDockTools.
Results: A total of 498 key modular genes significantly associated with AKI were screened, and 88 AKI- related DEGs and 18 candidate genes were further identified. Importantly, four biomarkers with high diagnostic value (DDX17, FUBP1, PABPN1, and SF3B1) were screened and validated using dual machine learning algorithms, including LASSO regression and SVM-RFE. The area under the ROC curve (AUC) values for these biomarkers were greater than 0.8, indicating good predictive performance. Moreover, 19 TFs and 17 miRNA of SF3B1, 10 TFs and 58 miRNA of PABPN1, 15 TFs and 60 miRNA of FUBP1, together with 13 TFs and 109 miRNA of DDX17, were screened. Drug prediction and molecular docking analysis revealed that Demecolcine and Testosterone Enanthate stably bind to certain markers.
Discussion: Four potential biomarkers closely related to AKI were identified, which may be involved in the occurrence and progression of AKI by regulating key processes such as transcription. The predicted Demecolcine and Testosterone Enanthate may also be involved in the repair of renal injury by regulating key target genes. Although further experimental validation is still needed, these may still provide new intervention strategies for the treatment of AKI.
Conclusion: To conclude, four AKI biomarkers with high diagnostic value were screened by integrating multiple computational methods, revealing a new perspective on the molecular mechanism of AKI. The results provided a new theoretical basis for achieving early precision diagnosis and individualized treatment of AKI.
{"title":"Diagnostic Biomarkers and Targeted Drug Prediction for Acute Kidney Injury: A Computational Approach","authors":"Liuyin Zhou, Lian Pan, Jiayang Gao, Yi Jiang, Tingting Li, Ruoqing Li","doi":"10.2174/0118715303417142250724042300","DOIUrl":"10.2174/0118715303417142250724042300","url":null,"abstract":"<p><strong>Introduction: </strong>Acute Kidney Injury (AKI) is a clinical syndrome with rapid onset and poor prognosis, and existing diagnostic methods suffer from low sensitivity and delay. To achieve early identification and precise intervention, there is an urgent need to discover new precise biomarkers.</p><p><strong>Methods: </strong>AKI samples were acquired from Gene Expression Omnibus (GEO) database. AKI-related module genes were identified using the \"WGCNA\" package. The \"Limma\" package was used to filter Differentially Expressed Genes (DEGs). Protein interaction networks were constructed by intersecting key modular genes with DEGs, and six algorithms (MCC, MNC, Degree, EPC, Closeness, and Radiality) in the cytoHubba plug-in were combined to screen candidate genes. Diagnostic biomarkers were cross-screened using LASSO regression with Support Vector Machine-Recursive Feature Elimination (SVM-RFE) machine learning algorithm, and their predictive performance was verified by Receiver Operating Characteristic (ROC) analysis. Transcription Factors (TFs) regulatory network was constructed applying Cytoscape 3.8.0. Finally, the prediction and molecular docking analysis of potential target drugs were performed using the DSigDB database and AutoDockTools.</p><p><strong>Results: </strong>A total of 498 key modular genes significantly associated with AKI were screened, and 88 AKI- related DEGs and 18 candidate genes were further identified. Importantly, four biomarkers with high diagnostic value (DDX17, FUBP1, PABPN1, and SF3B1) were screened and validated using dual machine learning algorithms, including LASSO regression and SVM-RFE. The area under the ROC curve (AUC) values for these biomarkers were greater than 0.8, indicating good predictive performance. Moreover, 19 TFs and 17 miRNA of SF3B1, 10 TFs and 58 miRNA of PABPN1, 15 TFs and 60 miRNA of FUBP1, together with 13 TFs and 109 miRNA of DDX17, were screened. Drug prediction and molecular docking analysis revealed that Demecolcine and Testosterone Enanthate stably bind to certain markers.</p><p><strong>Discussion: </strong>Four potential biomarkers closely related to AKI were identified, which may be involved in the occurrence and progression of AKI by regulating key processes such as transcription. The predicted Demecolcine and Testosterone Enanthate may also be involved in the repair of renal injury by regulating key target genes. Although further experimental validation is still needed, these may still provide new intervention strategies for the treatment of AKI.</p><p><strong>Conclusion: </strong>To conclude, four AKI biomarkers with high diagnostic value were screened by integrating multiple computational methods, revealing a new perspective on the molecular mechanism of AKI. The results provided a new theoretical basis for achieving early precision diagnosis and individualized treatment of AKI.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303417142"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144777384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303424915250818045151
Wenbo Gong, Xueke Lu, Siying Weng
Introduction: Jiangtang Decoction (JTD) demonstrates notable efficacy in managing Type 2 Diabetes Mellitus (T2DM) and Non-Alcoholic Fatty Liver Disease (NAFLD). This study aimed to elucidate JTD's causal targets and therapeutic mechanisms by integrating network pharmacology, Summary-data Mendelian Randomization (SMR), and molecular docking, complemented by in vitro validation.
Materials and methods: JTD's targets were cross-matched with genes associated with T2DM or NAFLD. SMR and co-localization analyses, utilizing eQTL and pQTL data, identified causal signals for each disease and their shared counterparts. GO/KEGG enrichment analyses were performed on these shared signals. Molecular docking assessed binding interactions. In vitro experiments, including ELISA (Enzyme-linked immunosorbent assay) and lipid staining, evaluated JTD's hypoglycemic/hypolipidemic effects, while PCR/immunofluorescence validated key molecular predictions in High-Glucose and High-Lipid (HGHL)-induced HepG2 cells.
Results: Initial network pharmacology identified 1107 JTD targets for T2DM and 1126 for NAFLD. SMR analyses revealed 78 eQTLs and 67 pQTLs for T2DM, and 40 eQTLs and 38 pQTLs for NAFLD. Eight shared causal genetic signals were identified: ADAMTS4, ALDH2, GLO1, CDH1, PDHB, PRKAB1, TCF4, and EP300. In vitro, JTD significantly attenuated hepatic gluconeogenesis and lipid deposition, downregulated IL-1β, and notably restored PRKAB1 expression in HepG2 cells treated with HGHL.
Discussion: Enrichment analysis revealed shared processes, including membrane microdomains, oxidoreductase activity, and responses to nutrient and oxygen levels. PRKAB1 exhibited a strong binding affinity with the JTD component Salsalate.
Conclusion: This study identified eight genes that are genetically predicted to be causal for the therapeutic effects of JTD on both T2DM and NAFLD, thereby establishing a genetic link between the conditions. These targets and associated pathways illuminate common underlying mechanisms, supporting JTD's potential for integrated treatment strategies and providing a basis for further investigation.
{"title":"Jiangtang Decoction for Type 2 Diabetes and NAFLD: Integrative Analysis <i>via</i> Network Pharmacology, Mendelian Randomization, Molecular Docking, and <i>In Vitro</i> Validation.","authors":"Wenbo Gong, Xueke Lu, Siying Weng","doi":"10.2174/0118715303424915250818045151","DOIUrl":"10.2174/0118715303424915250818045151","url":null,"abstract":"<p><strong>Introduction: </strong>Jiangtang Decoction (JTD) demonstrates notable efficacy in managing Type 2 Diabetes Mellitus (T2DM) and Non-Alcoholic Fatty Liver Disease (NAFLD). This study aimed to elucidate JTD's causal targets and therapeutic mechanisms by integrating network pharmacology, Summary-data Mendelian Randomization (SMR), and molecular docking, complemented by <i>in vitro</i> validation.</p><p><strong>Materials and methods: </strong>JTD's targets were cross-matched with genes associated with T2DM or NAFLD. SMR and co-localization analyses, utilizing eQTL and pQTL data, identified causal signals for each disease and their shared counterparts. GO/KEGG enrichment analyses were performed on these shared signals. Molecular docking assessed binding interactions. In vitro experiments, including ELISA (Enzyme-linked immunosorbent assay) and lipid staining, evaluated JTD's hypoglycemic/hypolipidemic effects, while PCR/immunofluorescence validated key molecular predictions in High-Glucose and High-Lipid (HGHL)-induced HepG2 cells.</p><p><strong>Results: </strong>Initial network pharmacology identified 1107 JTD targets for T2DM and 1126 for NAFLD. SMR analyses revealed 78 eQTLs and 67 pQTLs for T2DM, and 40 eQTLs and 38 pQTLs for NAFLD. Eight shared causal genetic signals were identified: <i>ADAMTS4, ALDH2, GLO1, CDH1, PDHB, PRKAB1, TCF4,</i> and <i>EP300</i>. <i>In vitro</i>, JTD significantly attenuated hepatic gluconeogenesis and lipid deposition, downregulated IL-1β, and notably restored PRKAB1 expression in HepG2 cells treated with HGHL.</p><p><strong>Discussion: </strong>Enrichment analysis revealed shared processes, including membrane microdomains, oxidoreductase activity, and responses to nutrient and oxygen levels. PRKAB1 exhibited a strong binding affinity with the JTD component Salsalate.</p><p><strong>Conclusion: </strong>This study identified eight genes that are genetically predicted to be causal for the therapeutic effects of JTD on both T2DM and NAFLD, thereby establishing a genetic link between the conditions. These targets and associated pathways illuminate common underlying mechanisms, supporting JTD's potential for integrated treatment strategies and providing a basis for further investigation.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303424915"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144984913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.2174/0118715303429924250912052941
Ersin Kuloglu, Kubilay Issever, Ali Muhtaroglu, Sefer Aslan, Berkan Acar
Introduction: The objective of this study was to evaluate the demographic, clinical, laboratory, and ultrasonographic characteristics of patients diagnosed with subclinical hypothyroidism, with a particular emphasis on the anti-thyroid peroxidase (anti-TPO) antibody and inflammatory biomarkers.
Methods: The study included 157 patients diagnosed with subclinical hypothyroidism, categorised into anti-TPO-positive and anti-TPO-negative groups. A retrospective comprehensive evaluation comprising demographic data, thyroid medication status, ultrasonographic characteristics, and laboratory parameters was conducted and statistically analysed between the groups.
Results: Of 157 patients, 48.4% were anti-TPO positive. This group was significantly associated with increased levothyroxine (LT4) use and sonographic parenchymal heterogeneity. However, there were no significant differences in nodule presence, number, size, or structure. A positive correlation was found between anti-TPO and ferritin levels. In addition, a positive correlation was observed between the thyroid-stimulating hormone (TSH)/free T4 ratio and the solidity of nodules, as well as between TSH and the neutrophil-to-lymphocyte ratio (NLR). Surprisingly, a negative correlation was found between anti-TPO levels and the number of nodules, as well as the cystic characterisation of the nodules.
Discussion: In our study, higher levels of anti-TPO and TSH were associated with inflammatory markers such as ferritin and NLR, suggesting a possible link with systemic inflammation. Furthermore, anti-TPO and the TSH/T4 ratio also showed associations with specific sonographic features of the thyroid gland.
Conclusion: TSH and anti-TPO levels might be associated with systemic inflammation and thyroid sonographic findings in patients with subclinical hypothyroidism. More studies on larger patient populations should confirm the same results to suggest their clinical significance.
{"title":"Association of Anti-TPO Antibody and Inflammatory Markers with Thyroid Ultrasound Findings","authors":"Ersin Kuloglu, Kubilay Issever, Ali Muhtaroglu, Sefer Aslan, Berkan Acar","doi":"10.2174/0118715303429924250912052941","DOIUrl":"10.2174/0118715303429924250912052941","url":null,"abstract":"<p><strong>Introduction: </strong>The objective of this study was to evaluate the demographic, clinical, laboratory, and ultrasonographic characteristics of patients diagnosed with subclinical hypothyroidism, with a particular emphasis on the anti-thyroid peroxidase (anti-TPO) antibody and inflammatory biomarkers.</p><p><strong>Methods: </strong>The study included 157 patients diagnosed with subclinical hypothyroidism, categorised into anti-TPO-positive and anti-TPO-negative groups. A retrospective comprehensive evaluation comprising demographic data, thyroid medication status, ultrasonographic characteristics, and laboratory parameters was conducted and statistically analysed between the groups.</p><p><strong>Results: </strong>Of 157 patients, 48.4% were anti-TPO positive. This group was significantly associated with increased levothyroxine (LT4) use and sonographic parenchymal heterogeneity. However, there were no significant differences in nodule presence, number, size, or structure. A positive correlation was found between anti-TPO and ferritin levels. In addition, a positive correlation was observed between the thyroid-stimulating hormone (TSH)/free T4 ratio and the solidity of nodules, as well as between TSH and the neutrophil-to-lymphocyte ratio (NLR). Surprisingly, a negative correlation was found between anti-TPO levels and the number of nodules, as well as the cystic characterisation of the nodules.</p><p><strong>Discussion: </strong>In our study, higher levels of anti-TPO and TSH were associated with inflammatory markers such as ferritin and NLR, suggesting a possible link with systemic inflammation. Furthermore, anti-TPO and the TSH/T4 ratio also showed associations with specific sonographic features of the thyroid gland.</p><p><strong>Conclusion: </strong>TSH and anti-TPO levels might be associated with systemic inflammation and thyroid sonographic findings in patients with subclinical hypothyroidism. More studies on larger patient populations should confirm the same results to suggest their clinical significance.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":"e18715303429924"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145115788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Severe acute pancreatitis (SAP) is characterized by systemic inflammation and gut microbiota dysbiosis. However, the interplay between microbial alterations, host metabolism, and gene expression remains unclear. This study aimed to investigate how monoacylglycerol lipase (MAGL) inhibition by JZL184 alleviates SAP by modulating the gut microbiota- metabolite-target gene network.
Methods: A rat model of SAP was developed, with rats assigned into three groups for comparison: the Control group (CON), the untreated SAP group (SAP), and the SAP group treated with JZL184 (JZL184). Fecal samples underwent 16S rRNA sequencing to assess microbial diversity and composition. Functional annotation was performed using KEGG pathways. Integrated analyses of intestinal microbiota, metabolomics, and pancreatic transcriptomics (GSE161945) were conducted to construct a microbiota-metabolite-target gene regulatory network, which was validated by qRT-PCR.
Results: SAP rats exhibited decreased Bacteroidetes, increased Proteobacteria, and enrichment of Escherichia-Shigella. JZL184 treatment restored microbial balance, reducing Escherichia-Shigella and enhancing Lactobacillus and Bacteroides. It also suppressed NOD-like receptor and MAPK signaling pathways. Network analysis revealed positive correlations between Escherichia-Shigella, arachidonic acid, and HMOX1 expression, and negative correlations between Lactobacillus, aspartic acid, and ACE expression. qRT-PCR confirmed normalization of ACE expression in JZL184- treated pancreatic tissues.
Discussion: JZL184 mitigated SAP by reshaping microbial composition, reducing pro-inflammatory taxa, restoring beneficial microbes, and altering key metabolites. These changes collectively modulated inflammatory pathways, including MAPK and NOD-like receptor signaling. The therapeutic benefit may also be mediated through the microbial control of metabolites that influence gene expression.
Conclusion: JZL184 effectively mitigates SAP by reshaping the gut microbiota-metabolite-gene network, suppressing pathogenic bacteria and inflammatory pathways while restoring beneficial microbes and metabolic homeostasis. These findings support MAGL inhibition as a promising microbiota- targeted therapeutic strategy for SAP.
{"title":"Monoacylglycerol Lipase Inhibitor Mitigates Severe Acute Pancreatitis in Rats by Modulating the Gut Microbiota-Metabolite-Target Gene Interaction Network.","authors":"Tong Su, Xiaohua Zhang, Tong Xiao, Lechang Zhang, Yuemin Feng, Hongwei Xu, Shulei Zhao","doi":"10.2174/0118715303405010251001114519","DOIUrl":"https://doi.org/10.2174/0118715303405010251001114519","url":null,"abstract":"<p><strong>Introduction: </strong>Severe acute pancreatitis (SAP) is characterized by systemic inflammation and gut microbiota dysbiosis. However, the interplay between microbial alterations, host metabolism, and gene expression remains unclear. This study aimed to investigate how monoacylglycerol lipase (MAGL) inhibition by JZL184 alleviates SAP by modulating the gut microbiota- metabolite-target gene network.</p><p><strong>Methods: </strong>A rat model of SAP was developed, with rats assigned into three groups for comparison: the Control group (CON), the untreated SAP group (SAP), and the SAP group treated with JZL184 (JZL184). Fecal samples underwent 16S rRNA sequencing to assess microbial diversity and composition. Functional annotation was performed using KEGG pathways. Integrated analyses of intestinal microbiota, metabolomics, and pancreatic transcriptomics (GSE161945) were conducted to construct a microbiota-metabolite-target gene regulatory network, which was validated by qRT-PCR.</p><p><strong>Results: </strong>SAP rats exhibited decreased Bacteroidetes, increased Proteobacteria, and enrichment of Escherichia-Shigella. JZL184 treatment restored microbial balance, reducing Escherichia-Shigella and enhancing Lactobacillus and Bacteroides. It also suppressed NOD-like receptor and MAPK signaling pathways. Network analysis revealed positive correlations between Escherichia-Shigella, arachidonic acid, and HMOX1 expression, and negative correlations between Lactobacillus, aspartic acid, and ACE expression. qRT-PCR confirmed normalization of ACE expression in JZL184- treated pancreatic tissues.</p><p><strong>Discussion: </strong>JZL184 mitigated SAP by reshaping microbial composition, reducing pro-inflammatory taxa, restoring beneficial microbes, and altering key metabolites. These changes collectively modulated inflammatory pathways, including MAPK and NOD-like receptor signaling. The therapeutic benefit may also be mediated through the microbial control of metabolites that influence gene expression.</p><p><strong>Conclusion: </strong>JZL184 effectively mitigates SAP by reshaping the gut microbiota-metabolite-gene network, suppressing pathogenic bacteria and inflammatory pathways while restoring beneficial microbes and metabolic homeostasis. These findings support MAGL inhibition as a promising microbiota- targeted therapeutic strategy for SAP.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Patients with GAD65 antibody-associated autoimmune encephalitis who also have diabetes are usually considered to have type 1 diabetes mellitus (T1DM). However, previous reports often lacked β-cell function assessments, relying solely on anti-GAD65 positivity for diagnosis, which is insufficient for accurate classification.
Case presentation: We present a 30-year-old Chinese woman diagnosed with GAD65-associated autoimmune encephalitis, hyperthyroidism, and diabetes. Her peak C-peptide level was 3.99 ng/mL, inconsistent with the β-cell dysfunction typical of classic T1DM. The combination of high GAD65 antibody titers and preserved β-cell function made it challenging to determine her diabetes type.
Conclusion: This case suggests that clinicians should pay more attention to assessing and monitoring β-cell function when GAD65-associated autoimmune encephalitis is accompanied by diabetes.
{"title":"A Case Report of Anti-GAD65 Antibody-Positive Autoimmune Encephalitis Associated with Diabetes.","authors":"Xiuping Xuan, Liheng Meng, Lulu Chen, Xuemei Xie, Xinghuan Liang, Yingfen Qin","doi":"10.2174/0118715303405229251028051625","DOIUrl":"https://doi.org/10.2174/0118715303405229251028051625","url":null,"abstract":"<p><strong>Background: </strong>Patients with GAD65 antibody-associated autoimmune encephalitis who also have diabetes are usually considered to have type 1 diabetes mellitus (T1DM). However, previous reports often lacked β-cell function assessments, relying solely on anti-GAD65 positivity for diagnosis, which is insufficient for accurate classification.</p><p><strong>Case presentation: </strong>We present a 30-year-old Chinese woman diagnosed with GAD65-associated autoimmune encephalitis, hyperthyroidism, and diabetes. Her peak C-peptide level was 3.99 ng/mL, inconsistent with the β-cell dysfunction typical of classic T1DM. The combination of high GAD65 antibody titers and preserved β-cell function made it challenging to determine her diabetes type.</p><p><strong>Conclusion: </strong>This case suggests that clinicians should pay more attention to assessing and monitoring β-cell function when GAD65-associated autoimmune encephalitis is accompanied by diabetes.</p>","PeriodicalId":94316,"journal":{"name":"Endocrine, metabolic & immune disorders drug targets","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145703497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}