Current Medicinal Chemistry - Volume 32, Issue 38, 2025
Volume 32, Issue 38, 2025
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Advanced Glycation End Products and Skin Autoimmune Disorders: Pathogenic Insights into Vitiligo, Bullous Pemphigoid, and Type 1 Diabetes MellitusMore LessAuthors: Geir Bjørklund, Leonard Gurgas and Tony HanganAGEs are molecules formed by nonenzymatic glycation of proteins, lipids, and nucleic acids, a process accelerated under hyperglycemic conditions such as DM1. These molecules interact with specific receptors, particularly the Receptor for AGEs (RAGE), triggering intracellular signaling cascades that promote oxidative stress through the generation of Reactive Oxygen Species (ROS) and activation of inflammatory pathways. A critical pathological mechanism involves the formation of neoantigens, modified self-proteins that elicit immune responses. Structural alterations caused by AGEs expose new epitopes or modify existing ones, making them targets for autoreactive T cells and autoantibodies. This mechanism is implicated in autoimmune skin diseases such as vitiligo and bullous pemphigoid. Oxidative stress plays a central role in these diseases, exacerbated by AGEs through the generation of ROS and depletion of antioxidants, leading to melanocyte destruction in vitiligo and tissue damage in bullous pemphigoid. In addition, hypoxia enhances ROS production, mitochondria, and other cellular systems contributing to oxidative stress. Emerging evidence suggests that hypoxia can be mitigated by oxygen nanobubbles. Targeting AGE formation and oxidative stress presents a promising approach for the management of autoimmune skin disorders in DM1. Therapeutic strategies targeting AGE formation, oxidative stress, and immune dysregulation show promise for managing autoimmune skin disorders in Type 1 Diabetes Mellitus (T1DM). AGE inhibitors, such as aminoguanidine and pyridoxamine, reduce non-enzymatic protein glycation, limiting AGE accumulation and inflammatory signaling. Antioxidants, including polyphenols, vitamins C and E, N-acetylcysteine, selenium, and hydrogen-rich water, help neutralize Reactive Oxygen Species (ROS), restoring oxidative balance. Combining AGE inhibitors and antioxidants may provide synergistic benefits by reducing oxidative stress and protein immunogenicity. Additionally, immune modulation therapies, such as Treg therapy and cytokine inhibitors, aim to restore immune tolerance and prevent autoimmune activation. Anti-TNF-α and IL-6 inhibitors offer targeted inflammation suppression, while RAGE antagonists mitigate AGE-induced immune dysregulation. This study aims to explore the role of Advanced Glycation End products (AGEs) in the pathogenesis of autoimmune skin disorders associated with type 1 Diabetes Mellitus (DM1) and to evaluate potential therapeutic strategies targeting AGE formation and oxidative stress. 
 
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Advanced Targeted Therapy for Colorectal Cancer with Lipid NanoparticlesMore LessAuthors: Pawan Kedar, Sankha Bhattacharya, Preeti Sakore and Bhupendra G. PrajapatiTargeted therapy for colorectal cancer (CRC) appears to have great potential with lipid nanoparticles (LNPs). The advances in LNP-based techniques, such as liposomes, exosomes, micelles, solid lipid nanoparticles (SLNs), nano-cubosomes, and plant-derived LNPs (PDLNPs), are explored in detail in this thorough review. Every platform provides distinct advantages: liposomes enable precise drug release and improved delivery; exosomes function as organic nanocarriers for focused treatment; SLNs offer greater stability; micelles enhance drug solubility and resistance; nano-cubosomes tackle low bioavailability; and PDLNPs offer biocompatible substitutes. The mechanisms, benefits, drawbacks, and therapeutic potential of these LNP platforms in the treatment of colorectal cancer are highlighted in the review. The review highlights how crucial it is to use these technologies for efficient CRC management and looks at potential future developments for them. The controlled release properties of liposomes and solid liposome nanoparticles (SLNs) improve the stability and bioavailability of medicinal compounds. On the other hand, exosomes and micelles provide answers for medication resistance and solubility issues, respectively. Novel strategies for resolving bioavailability problems and enhancing biocompatibility include nano-cubosomes and PDLNPs. These LNP-based systems are promising in clinical applications for boosting therapeutic efficacy, decreasing systemic toxicity, and facilitating tailored drug delivery. By incorporating these nanotechnologies into CRC treatment plans, present therapeutic approaches may be completely changed, and more individualized and efficient treatment choices may be provided. To completely comprehend the advantages and drawbacks of these LNP systems in therapeutic settings, as well as to and optimize them, more study is recommended by the review. Treatment for colorectal cancer may be much improved in the future thanks to developments in LNP-based drug delivery systems. These technologies hold great promise for improving patient outcomes and advancing the field of oncology by tackling important issues related to medication delivery and bioavailability. 
 
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Structural Modifications and Prospects of Histone Deacetylase (HDAC) Inhibitors in CancerMore LessAuthors: Yu Chen, Jiahong Su, Sha Li, Feier Chen, Yan Zhang, Xingyue Wang, Yinping Zhang, Xiang Wang, Zijun Yuan, Siqi Ren, Xinyu He, Yueshui Zhao, Xu Wu, Mingxing Li, Fukuan Du, Shuai Deng, Jing Shen and Zhangang XiaoHistone deacetylases (HDACs) play a crucial role in the regulation of cancer progression and have emerged as key targets for antitumor therapy. Histone Deacetylase Inhibitors (HDACis) effectively suppress tumor cell proliferation, induce apoptosis, and cause cell cycle arrest, demonstrating broad-spectrum antitumor activity. This article primarily focuses on enhancing the selectivity of HDACis through structural modification using natural compounds. It provides detailed insights into the structure modification of histone deacetylase 8 (HDAC8) and histone deacetylase 10 (HDAC10), as well as dual- target inhibitors and their pharmacological effects. Furthermore, conventional HDAC inhibitors are susceptible to off-target effects and the development of drug resistance. Our research focuses on augmenting the targeting specificity of HDAC inhibitors through their combination with proteolysis targeting chimera (PROTAC). Lastly, the latest advancements in clinical research on HDAC inhibitors were summarized, revealing that these inhibitors possess limitations in their clinical applications due to intrinsic or acquired resistance. Consequently, this article primarily focuses on summarizing the current status and prospects of structural modifications for HDAC inhibitors, with the aim of inspiring researchers to develop novel HDAC inhibitors exhibiting enhanced activity for improved application in clinical research. 
 
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Surgical Advancements, Immunotherapy, Targeted and Conventional Therapies, Biopsy, Colposcopy, and Pap Smear Integration in the Management of Cervical CancerMore LessAuthors: Siddhi Wargantiwar, Sankha Bhattacharya and Abhishek KanugoCervical cancer remains a significant global health concern, making it essential to investigate new treatment options continuously. This page provides an overview of the latest advancements and best practices in detection and intervention, including Pap smears, colposcopy, biopsy, immunotherapy, targeted therapies, chemotherapy, radiation therapy, and surgery. Surgical techniques such as radical hysterectomy and minimally invasive procedures have advanced to enhance patient outcomes and quality of life. Simultaneously, radiation therapy methods have been refined to maximize tumour control while reducing adverse effects. Chemotherapy remains vital, with new drugs and combination regimens demonstrating improved tolerance and efficacy. Immunotherapy, notably immune checkpoint inhibitors, has shown promise in advanced stages of cervical cancer. Additionally, targeted therapies that focus on specific biochemical pathways offer the potential for personalized treatment approaches. This review critically assesses ongoing research, evaluates existing data, and emphasizes the opportunities and challenges of each therapeutic approach. Ultimately, integrating these diverse treatment strategies is the key to enhancing patient outcomes. 
 
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The Markers Auxiliary in Distinguishing between Nodal Nevi and Melanoma MetastasesMore LessNodal nevus (NN) and melanoma metastasis (MM) have distinct biological and prognostic significance. They are characterized by different cytomorphological features and varying intranodal localization. However, in some cases, distinguishing them in standard hematoxylin and eosin-stained specimens can be challenging. The aim of this review is to evaluate the usefulness of markers in the diagnosis of NN and MM. The expression of selected markers in NN and MM was examined immunohistochemically in 27 studies. The frequency of HMB-45 and PRAME staining was significantly higher, while p16 was lower in MM than in NN. A slight increase of Ki-67 and decrease of 5-hmC expression in MM compared to NN were also observed. Meanwhile, staining of Melan-A/Mart-1, S-100, and SOX-10 was similar in NN and MM. However, none of the markers applied was completely specific for melanocytes. Although PRAME proved to have the strongest diagnostic potential, it was also detectable in other cell types, especially in lymphocytes and some breast cancers. Immunohistochemical staining of PRAME, HMB-45, and p16 may aid the diagnosis of NN and MM. Ki-67 and 5-hmC may also be of promising significance, whereas the expression of Melan-A/Mart-1, S-100, and SOX-10 does not allow distinguishing NN from MM. 
 
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NADPH Oxidase: A Potential Therapeutic Target to Reduce Primary Sclerosis Cholangitis Following Liver TransplantationMore LessThe molecular mechanisms and causes of primary sclerosis cholangitis (PSC) post-liver transplantation are still unclear. PSC is a progressive cholestatic hepatobiliary disease that happens in about 25% of patients post-liver transplantation and requires re- transplantation. Nicotinamide adenine dinucleotide phosphate oxidase (NADPH oxidase or Nox) is a family of transmembrane proteins whose main function is producing reactive oxygen species (ROS). ROS generation as a result of NADPH oxidase activity of Kupffer cells and polymorphonuclear leukocytes has been implicated in the pathogenesis of ischemia-reperfusion injuries after liver transplantation, and is related to intra- and/or extrahepatic non-anastomotic biliary stenosis or PSC. In addition, Nox-derived ROS upregulates several molecular pathways to induce hepatocyte apoptosis and hepatic stellate cell (HSC) activation to promote hepatobiliary fibrogenesis. Understanding the multiple molecular aspects of Nox in the development of PSC post-transplantation may help identify new drugs to prevent this disorder. 
 
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Six Decades of Scientific Output: A Bibliometric Analysis of Research Contributions from the National Institute of Neurology and Neurosurgery “Manuel Velasco Suárez”More LessAuthors: Carmen Rubio, Rudy Luna, David Vazquez, Veronica Perez de la Cruz, Benjamin Pineda and Antonio ArauzIntroductionThe Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), established nearly six decades ago, was initially designed as a specialized hospital for neurological care. However, over time, it has evolved into a multifaceted health institute, encompassing three fundamental pillars: clinical care, scientific research, and academic education in neurology. Aims and ObjectivesThe purpose of this study is to strengthen and expand knowledge in the field of neurology. Within the context of INNNMVS, sixtieth anniversary, our goal is to examine bibliometric data from this tertiary healthcare institution, providing evidence of productivity and progress in the research field within the institute and demonstrating scientific trends and their correlation with prevalent neurological diseases in Mexico, to enhance international recognition of this institution. MethodsThe research data from the Scopus database were obtained from the INNNMVS starting from its establishment in 1964 until 2023. We systematically classified each article and conducted a comprehensive analysis of various variables, including topic, type, citations, journal of publication, year of publication, language, collaboration, and other relevant factors. The INNNMVS has published a total of 3,915 articles between the years 1964 and 2023, with publication commencing in 1968. Since 2005, the INNNMVS has consistently published over 100 articles annually. ResultsThe predominant causes of illness and death in Mexico, which have received significant research attention at the INNNMVS, include strokes, tumors, psychiatric disorders, infectious diseases, epilepsy, Parkinson's disease, and autoimmune diseases. Simultaneously, these are the most frequently cited data. The scientific output of the INNNMVS has experienced substantial growth over the past few decades. ConclusionThe most successful articles possess attributes that are absent in the majority of articles published by the INNNMVS. We extend an invitation to this institution to engage in collaborative partnerships with international affiliations and to contribute scholarly articles to esteemed international journals. 
 
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Development and Validation of a Cholesterol-related Gene Signature for Prognostic Assessment in Head and Neck Squamous Cell CarcinomaMore LessAuthors: Jiarong Zheng, Dalong Shu, Rongwei Xu, Yucheng Zheng, Pei Lin, Yunfan Lin, Xinyuan Zhao, Li Cui, Xin Liao and Bing GuoAimThis study seeks to develop a prognostic risk signature for head and neck squamous cell carcinoma (HNSCC) based on cholesterol-related genes (CholRG), aiming to enhance prognostic accuracy in clinical practice. BackgroundHNSCC poses significant challenges due to its aggressive behavior and limited response to standard treatments, resulting in elevated morbidity and mortality rates. In order to improve prognostic prediction in HNSCC, our study is inspired by the realization that cholesterol metabolism plays a critical role in accelerating the progression of cancer. To this end, we are developing a unique risk signature using CholRG. ObjectiveThe aim of this study was to create a CholRG-based risk signature to predict HNSCC prognosis, aiding in clinical decision-making accurately. MethodsThe TCGA HNSCC dataset, along with GSE41613 and GSE65858, was obtained from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases, respectively. A CholRG-based risk signature was then developed and validated across various independent HNSCC cohorts. Moreover, a nomogram model incorporating CholRG-based risk signature was established. Additionally, functional enrichment analysis was conducted, and the immune landscapes of the high- and low-risk groups were compared. Finally, in vitro experiments were performed using lipid-based transfection to deliver siRNAs targeting ACAT1 to SCC1 and SCC23 cell lines, further examining the effects of ACAT1 knockdown on these cells. ResultsUtilizing RNA-seq, microarray, and clinical data from public databases, we constructed and validated a CholRG-based risk signature that includes key genes such as ACAT1, CYP19A1, CYP27A1, FAXDC2, INSIG2, PRKAA2, and SEC14L2, which can effectively predict the clinical outcome of HNSCC. Additionally, our findings were reinforced by a nomogram model that integrates the risk score with clinical variables for more clinically practical prognostic assessment. In addition, patients at high risk show hypoxia and increased oncogenic pathways such as mTORC1 signaling, as well as a suppressed immune microenvironment marked by a reduction in the infiltration of important immune cells. Notably, in vitro experiments showed that ACAT1 depletion significantly suppressed the proliferation, colony formation, and invasion capabilities of HNSCC cells, confirming ACAT1's role in promoting malignancy. ConclusionCollectively, our study not only underscores the importance of cholesterol metabolism in HNSCC pathogenesis but also highlights the CholRG-based risk signature as a promising tool for enhancing prognostic accuracy and personalizing therapeutic strategies. 
 
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Cartilage Oligomeric Matrix Protein: A Potential Prognostic Biomarker and Therapeutic Target in Gastric CancerMore LessAuthors: Dongbing Li and Guizhen LyuBackgroundCartilage oligomeric matrix protein (COMP) is a protein that has been implicated in the development of some tumors, but its exact role in gastric cancer (GC) remains unclear. ObjectiveThe study aims to comprehensively examine COMP in GC and to confirm its effects through experimental methods. MethodsThe research harnessed data from the Cancer Genome Atlas (TCGA) to explore the significance of COMP in GC and its potential as a diagnostic tool. The study also examined the regulatory networks involving COMP, including its interactions with immune cells, immune checkpoint genes, tumor mutational burden (TMB), microsatellite instability (MSI), and the stemness index based on mRNA expression (mRNAsi). Additionally, the study explored the relationship between COMP expression and drug sensitivity in GC. Genomic variations of COMP in GC were assessed. The expression of COMP was validated by the GEPIA2 tool and confirmed with quantitative reverse transcription PCR (qRT-PCR) in cell lines (normal human gastric epithelial cells GES-1 and GC cell lines AGS and HGC-27). ResultsAbnormal expression patterns of COMP were observed in various cancers, including GC. Higher levels of COMP in GC were significantly associated with the pathologic T stage and a history of reflux (p < 0.05 for both). Elevated COMP expression was correlated with poorer progression-free survival (PFS) (p = 0.027). COMP expression levels were identified as an independent prognostic factor for GC (p = 0.017). COMP was linked to TCF-dependent signaling in response to ECM receptor interaction, focal adhesion, and other pathways. There was an association between COMP expression and immune infiltration, immune checkpoint genes, TMB/MSI, and mRNAsi in GC. COMP expression was inversely correlated with the sensitivity to several drugs, indicating that higher levels of COMP may reduce the effectiveness of these drugs. COMP was found to be significantly up-regulated in GC cell lines. ConclusionsCOMP could serve as a prognostic biomarker and a potential therapeutic target for the treatment of GC. 
 
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Phenolic Glycoside Monomer from Reed Rhizome Inhibits Melanin Production via PI3K-Akt and Ras-Raf-MEK-ERK PathwaysMore LessAuthors: Meijun Pang, Hong Yao, Kechen Bao, Ruitian Xu, Rongjiao Xi, Rui Peng, Hui Zhi, Kuo Zhang, Runnan He, Yunfei Du, Yanfang Su, Xiuyun Liu and Dong MingIntroductionMelanogenesis, the process responsible for melanin production, is a critical determinant of skin pigmentation. Dysregulation of this process can lead to hyperpigmentation disorders. MethodsIn this study, we identified a novel Reed Rhizome extract, (1'S, 2'S)-syringyl glycerol 3'-O-β-D-glucopyranoside (compound 5), and evaluated its anti-melanogenic potential in zebrafish models and in vitro assays. Compound 5 inhibited melanin synthesis by 36.66% ± 14.00% and tyrosinase in vivo by 48.26% ± 6.94%, surpassing the inhibitory effects of arbutin. Network pharmacological analysis revealed key targets, including HSP90AA1, HRAS, and PIK3R1, potentially involved in the anti-melanogenic effects of compound 5. ResultsMolecular docking studies supported the interactions between compound 5 and these targets. Further, gene expression analysis in zebrafish indicated that compound 5 up-regulates hsp90aa1.1, hrasa, and pik3r1, and subsequently down-regulating mitfa, tyr, and tyrp1, critical genes in melanogenesis. ConclusionThese findings suggest that compound 5 inhibits melanin production via PI3K-Akt and Ras-Raf-MEK-ERK signaling pathways, positioning it as a promising candidate for the treatment of hyperpigmentation. 
 
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Exploring the Dynamics of Asparagus racemosus Phytochemicals as Dual Target Inhibitors of Monkeypox VirusMore LessAimThis study aimed to screen the potential phytochemicals derived from Asparagus racemosus (Shatavari) against Thymidylate Kinase (TMPK) and D9 decapping enzyme, which is the vital target of the monkeypox virus and helps in the host- pathogen interaction mechanism, using integrated docking, QSAR analysis, and a molecular dynamics approach. BackgroundThe Monkeypox Virus (MPXV) is a recently emerging outbreak with ongoing infection cases. Drugs and vaccines for smallpox are being used to reduce the infection. However, no specific drugs or vaccines are available to combat this infection. MethodsThe TMPK and D9 decapping enzymes were retrieved from the MPXV virus UK strain in FASTA format. Due to the unavailability of an experimentally determined structure, the 3D structure was modelled via SWISS-MODEL and further enhanced and validated. The structure was subjected to docking analysis with the derived phytochemicals from Asparagus racemosus using a maestro module. The potential inhibitors were examined via QSAR analysis. Additionally, through MD simulation 250 ns, the stability was analyzed, and the MM-GBSA was employed to calculate the binding affinities. ResultsThe molecular investigation revealed asparoside-C (PubChem ID: 158598) and asparoside-D (PubChem ID: 158597) to be potential hits among others for both targets (TMPK and D9 decapping enzyme) compared to the reference drugs, i.e., tecovirimat, brincidofovir, and cidofovir, possessing antiviral and required bioactivity analyzed via the ADME and QSAR analyses. Moreover, the simulation study of over 250 ns revealed strong stability, followed by RMSD, RMSF, etc. The free energy calculation via MM-GBSA exhibited strong affinities of asparoside-C and asparoside-D towards the TMPK and the D9 decapping enzyme according to their respective scores. ConclusionThe docking, QSAR, and simulation investigation revealed dual-target inhibitors activity of phytochemicals from Asparagus racemosus towards the MPXV via targeting TMPK and D9 decapping enzyme. It has been observed that asparoside-D and asparoside-C can potentially combat MPXV. 
 
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The Punicalagin Compound Mitigates Bronchial Epithelial Cell Senescence Induced by Cigarette Smoke Extract through the PAR2/mTOR PathwayMore LessAuthors: Jianguo Xu, Xin Li, Xiaoli Zeng, Hairong Bao and Xiaoju LiuBackgroundTobacco smoke is an important inducer of airway epithelial cell aging. Punicalagin(PCG) is a natural anti-aging compound. The effect of PCG on tobacco smoke-induced airway epithelial cell senescence is unknown. ObjectiveOur study investigated whether PCG can treat the human bronchial epithelial cell line (BEAS-2B) aging by inhibiting the protease-activated receptor 2 (PAR2)/mTOR pathway. MethodsBioinformatics techniques were used to analyze the potential biological functions of PAR2. Molecular dynamics evaluated the binding ability of PCG and PAR2. The CCK8 assay was used to detect the cytotoxicity of CSE and PCG. The activity of the PAR2/mTOR pathway and the expression of the characteristic aging markers p16, p21, and SIRT1 are detected by qRT-PCR and Western blotting. Cell senescence was observed by Senescence-associated β-galactosidase (SA-β-gal) staining. The senescence-associated secretory phenotype (SASP): concentrations of interleukin IL-6, IL-8, and TNF-α were detected by ELISA. ResultsThe GSE57148 bioinformatics analysis dataset showed that PAR2 regulates lung senescence through the mTOR signaling pathway. Molecular dynamics results found that PCG and PAR2 had a strong and stable binding force. CSE induces BEAS-2B cell senescence and activates the PAR2/mTOR pathway. Inhibition of PAR2 mitigated the senescence changes. In addition, PCG's pretreatment can significantly alleviate CSE-induced BEAS-2B cell senescence while inhibiting the PAR2/mTOR pathway. ConclusionPCG has a therapeutic effect on the senescence of airway epithelial cells. 
 
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Integrated Single-cell RNA-seq and Bulk RNA-seq Identify Diagnostic Biomarkers for Postmenopausal OsteoporosisMore LessAuthors: Hanyu Wang, Chong Peng, Guangbing Hu, Wenhao Chen, Yong Hu and Honglin PiAimWe aimed to explore diagnostic biomarkers of postmenopausal osteoporosis (PMOP). BackgroundPMOP brings enormous physical and economic burden to elderly women. ObjectivesThis study aims to screen new biomarkers for osteoporosis, providing insights for early diagnosis and therapeutic targets of osteoporosis. MethodsWeighted gene co-expression network analysis (WGCNA) was applied to identify osteoporosis-related hub genes. Single-cell transcriptomic atlas of osteoporosis was depicted and the heterogeneity of monocytes was analyzed, based on which the biomarkers for osteoporosis were screened. Gene set enrichment analysis (GSEA) was conducted on the biomarkers. The diagnostic model (nomogram) was established and evaluated based on the expression levels of biomarkers. Additionally, the transcription factor (TF) regulatory network was constructed to predict the potential TF and targeted miRNA of biomarkers. The drugs with significant correlation with biomarkers were identified by Spearman correlation analysis. ResultsWe obtained 30 osteoporosis-associated hub genes. 9 cell types were identified, and the monocytes were subdivided to 4 subtypes. Three biomarkers, DHX29, LSM5, and UBE2V2, were screened. DHX29 and UBE2V2 were highly expressed in non-classical monocytes, while LSM5 exhibited the highest expression in other monocytes, followed by non-classical monocytes. GSEA indicated that osteoporosis may be correlated with vascular calcification and the biomarkers may be involved in the formation of immune cells. Then, nomogram was constructed and exhibited good robustness. In addition, MYC and SETDB1 were the shared IF in three biomarkers, which may play critical regulatory roles in the progression of osteoporosis. Moreover, 41, 49, and 68 drugs appeared significant correlations with DHX29, LSM5, and UBE2V2, respectively. ConclusionThis study provided a basis for early diagnosis and targeted treatment of osteoporosis. 
 
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Elucidating the Role of Autophagy-related Genes in Polycystic Ovary Syndrome: Implications for Diagnostic Models and Immune Response RegulationMore LessAuthors: Nan Li, Kai Yu, Delun Huang, Hua Guo, Xuehong Zhu and Zhong LinBackgroundPolycystic Ovary Syndrome (PCOS) is a common endocrine disorder that negatively affects female reproductive capacity. Although the association between autophagy and PCOS is known, there are few detailed studies on the association between autophagy-related genes and PCOS. MethodsPublicly available gene expression datasets (GSE102293, GSE138518, GSE34526, GSE114419, GSE137684, GSE155489) were used in a comprehensive analysis to identify a role for autophagy in PCOS. Batch effects were mitigated using the sva package, followed by WGCNA (weighted gene correlation network analysis) and ssGSEA (single sample gene set enrichment analysis) to identify autophagy-related genes. Recursive feature elimination (RFE) and LASSO COX methods were used to identify important hub genes, and their correlation with immune cell activity was assessed using ssGSEA and Pearson correlation analysis. ResultsHigh autophagy scores were observed in PCOS samples, and the dark green gene module with the highest autophagy correlation was identified. The differential analysis identified a total of 169 up-regulated genes versus 2 down-regulated genes in the PCOS samples, which were intersected by taking the intersection with the deep green module genes and resulted in 121 key genes. Subsequently, 6 hub genes (MMP25, CSF3R, SLPI, MMP9, CLEC4E, and SIGLEC10) were further identified based on RFE and LASSO algorithms. Diagnostic efficacy based on ROC curves showed six autophagy-associated hub genes with AUC values as high as 0.959 and 0.896 in the training and validation sets, respectively. Finally, we observed that these hub genes are strongly associated with immune function, especially chronic inflammation and aberrant immune activation pathways. ConclusionIn this study, we identified autophagy genes closely related to PCOS and constructed a gene model with high diagnostic accuracy. These findings not only provided potential new biomarkers for the diagnosis of PCOS but also revealed the key role of autophagy in the pathogenesis of PCOS. 
 
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Volumes & issues
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Volume 32 (2025)
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Volume (2025)
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Volume 31 (2024)
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Volume 30 (2023)
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Volume 29 (2022)
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Volume 28 (2021)
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Volume 27 (2020)
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Volume 26 (2019)
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Volume 25 (2018)
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Volume 24 (2017)
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Volume 23 (2016)
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Volume 22 (2015)
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Volume 21 (2014)
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Volume 20 (2013)
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Volume 19 (2012)
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Volume 18 (2011)
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Volume 17 (2010)
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Volume 16 (2009)
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Volume 15 (2008)
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Volume 14 (2007)
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Volume 13 (2006)
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Volume 12 (2005)
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Volume 11 (2004)
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Volume 10 (2003)
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Volume 9 (2002)
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Volume 8 (2001)
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Volume 7 (2000)
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