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Soltanieh SK, Khastar S, Kaur I, Kumar A, Bansal J, Fateh A, Nathiya D, Husseen B, Rajabivahid M, Dehghani-Ghorbi M, Akhavan-Sigari R. Long Non-Coding RNAs in Non-Alcoholic Fatty Liver Disease; Friends or Foes? Cell Biochem Biophys 2025; 83:279-294. [PMID: 39377981 DOI: 10.1007/s12013-024-01555-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2024] [Indexed: 01/03/2025]
Abstract
Metabolic dysfunction-associated fatty liver disease (MAFLD) is a range of conditions that start with the accumulation of fat in the liver (hepatic steatosis) and can progress to more severe stages like steatohepatitis (NASH) and fibrosis without drinking alcohol. Environmental and genetic variables both contribute to MAFLD's development, with various biological processes and mediators involved at every phase. Long non-coding RNAs (lncRNAs) are a class of RNA molecules that are not translated into protein and are over 200 nucleotides long. They can impact genes that encode protein by controlling transcriptional and post-transcriptional procedures. Dysregulation of lncRNA has been connected to several liver diseases, including MAFLD. Recent research has linked lncRNAs to MAFLD pathology in both patients and animal models. However, the roles of most lncRNAs in MAFLD pathology are still not well recognized. This review provides a comprehensive catalog of recently reported lncRNAs in the pathogenesis of MAFLD and summarizes the current knowledge of lncRNAs usage as therapeutic strategies in MAFLD, the most common liver disease. Collectively, lncRNA's targeting could potentially offer a therapeutic approach by modulating MAFLD.
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Affiliation(s)
| | - Sahar Khastar
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Irwanjot Kaur
- Department of Biotechnology and Genetics, Jain (Deemed-to-be) University, Bengaluru, Karnataka-560069, India
- Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, Rajasthan-303012, India
| | - Abhishek Kumar
- School of Pharmacy-Adarsh Vijendra Institute of Pharmaceutical Sciences, Shobhit University, Gangoh, Uttar Pradesh-247341, India
- Department of Pharmacy, Arka Jain University, Jamshedpur, Jharkhand-831001, India
| | - Jaya Bansal
- Department of Applied Sciences, Chandigarh Engineering College, Chandigarh Group of Colleges, Jhanjeri, Mohali, 140307, Punjab, India
| | - Ata Fateh
- Microbiology Research Center (MRC), Pasteur Institute of Iran, Tehran, Iran
| | - Deepak Nathiya
- Department of Pharmacy Practice, Institute of Pharmacy, NIMS University Rajasthan, Jaipur, India
| | - Beneen Husseen
- Medical Laboratory Technique College, the Islamic University, Najaf, Iraq
- Medical Laboratory Technique College, the Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq
| | - Mansour Rajabivahid
- Department of Internal Medicine, Valiasr Hospital, Zanjan University of Medical Sciences, Zanjan, Iran.
| | - Mahmoud Dehghani-Ghorbi
- Hematology-Oncology Department, Imam Hossein Educational Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Reza Akhavan-Sigari
- Department of Neurosurgery, University Medical Center Tuebingen, Tuebingen, Germany
- Department of Health Care Management and Clinical Research, Collegium Humanum Warsaw Management University Warsaw, Warszawa, Poland
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Ahmadi S, Yazdi F, Khastar S, Kaur I, Ahmed MH, Kumar A, Rathore G, Kaur P, Shahsavan M, Dehghani-Ghorbi M, Akhavan-Sigari R. Molecular Mechanism of lncRNAs in Regulation of Breast Cancer Metastasis; a Comprehensive Review. Cell Biochem Biophys 2025; 83:229-245. [PMID: 39367197 DOI: 10.1007/s12013-024-01535-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2024] [Indexed: 10/06/2024]
Abstract
Although the number of breast cancer deaths has decreased, and there have been developments in targeted therapies and combination treatments for the management of metastatic illness, metastatic breast cancer is still the second most common cause of cancer-related deaths in U.S. women. Numerous phases and a vast number of proteins and signaling molecules are involved in the invasion-metastasis cascade. The tumor cells penetrate and enter the blood or lymphatic vessels, and travel to distant organs via the lymphatic or blood vessels. Tumor cells enter cell cycle arrest, adhere to capillary beds in the target organ, and then disseminate throughout the organ's parenchyma, proliferating and enhancing angiogenesis. Each of these processes is regulated by changes in the expression of different genes, in which lncRNAs play a role in this regulation. Transcripts that are longer than 200 nucleotides and do not translate into proteins are called RNAs. LncRNA molecules, whose function depends on their unique molecular structure, play significant roles in controlling the expression of genes at various epigenetic levels, transcription, and so on. LncRNAs have essential functions in regulating the expression of genes linked to cell development in healthy and pathological processes, specialization, programmed cell death, cell division, invasion, DNA damage, and spread to other parts of the body. A number of cancer types have been shown to exhibit aberrant expression of lncRNAs. In this review, we describe the general characteristics, potential molecular mechanisms and targeted therapy of lncRNAs and discuss the emerging functions of lncRNAs in breast cancer.
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Affiliation(s)
- Shokoufeh Ahmadi
- Department of Microbiology, Rabe'Rashidi University, Tabriz, Iran
| | - Farzaneh Yazdi
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Sahar Khastar
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Irwanjot Kaur
- Department of Biotechnology and Genetics, Jain (Deemed-to-be) University, Bengaluru, Karnataka-560069, India
- Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, Rajasthan-303012, India
| | | | - Abhishek Kumar
- School of Pharmacy-Adarsh Vijendra Institute of Pharmaceutical Sciences, Shobhit University, Gangoh, Uttar Pradesh-247341, India
- Department of Pharmacy, Arka Jain University, Jamshedpur, Jharkhand-831001, India
| | - Gulshan Rathore
- Department of Pharmaceutics, NIMS Institute of Pharmacy, NIMS University Rajasthan, Jaipur, India
| | - Parjinder Kaur
- Chandigarh Pharmacy College, Chandigarh Group of Colleges-Jhanjeri, Mohali 140307, Punjab, India
| | - Mohammad Shahsavan
- Department of Orthopedic Surgery, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Mahmoud Dehghani-Ghorbi
- Hematology-Oncology Department, Imam Hossein Educational Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Reza Akhavan-Sigari
- Department of Neurosurgery, University Medical Center, Tuebingen, Germany
- Department of Health Care Management and Clinical Research, Collegium Humanum Warsaw Management University Warsaw, Warsaw, Poland
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Zuccotti A, Al-Fatyan F, Ferretti GDS, Bertolini I, Long DT, Sahin O, Rodriguez-Blanco J, Barnoud T. Molecular Mechanisms and Therapeutic Implications of Long Non-coding RNAs in Cutaneous Biology and Disease. J Cell Physiol 2025; 240:e70006. [PMID: 39943735 PMCID: PMC11939017 DOI: 10.1002/jcp.70006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 01/10/2025] [Accepted: 01/16/2025] [Indexed: 03/21/2025]
Abstract
Human skin is the largest organ of the human body and accounts for approximately fifteen percent of the total bodyweight. Its main physiological role is to protect the body against a wide range of environmental factors including pathogens, ultraviolet light, and injury. Importantly, the skin can regenerate and heal upon injury in large part by the differentiation of keratinocytes. Not surprisingly, dysregulation of cutaneous differentiation and self-renewal can result in a variety of skin-related pathologies, including autoimmune disease and cancer. Increasing evidence supports the premise that long non-coding RNAs (lncRNAs) act as critical mediators of gene expression and regulate important biological processes within the skin. Notably, dysregulation of lncRNAs has been shown to influence diverse physiological and pathological consequences. More recently, numerous reports have revealed new mechanistic insight on the role that lncRNAs play in skin homeostasis as well as their contribution to the pathogenesis of skin-related disorders. Here, we review the biological functions of cutaneous lncRNAs and their impact on skin homeostasis. We also describe the fundamental roles of lncRNAs in the pathogenesis of skin-related disorders, including fibrotic, autoimmune, and malignant diseases. Lastly, we will highlight how a better understanding of lncRNAs at the molecular level may reveal novel therapeutic approaches for the improvement of cutaneous disorders.
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Affiliation(s)
- Alessandro Zuccotti
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Farah Al-Fatyan
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Giulia D. S. Ferretti
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Irene Bertolini
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - David T. Long
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ozgur Sahin
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jezabel Rodriguez-Blanco
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
- Darby Children’s Research Institute, Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Thibaut Barnoud
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, South Carolina, USA
- Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
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4
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Song W, Rahimian N, Hasanzade Bashkandi A. GRP78: A new promising candidate in colorectal cancer pathogenesis and therapy. Eur J Pharmacol 2025; 995:177308. [PMID: 39870235 DOI: 10.1016/j.ejphar.2025.177308] [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: 10/02/2024] [Revised: 01/18/2025] [Accepted: 01/23/2025] [Indexed: 01/29/2025]
Abstract
Colorectal cancer (CRC) is a significant global health challenge, marked by varying incidence and mortality rates across different regions. The pathogenesis of CRC involves multiple stages, including initiation, promotion, progression, and metastasis, influenced by genetic and epigenetic factors. The chaperone protein glucose-regulated protein 78 (GRP78), crucial in regulating the unfolded protein response (UPR) during endoplasmic reticulum (ER) stress, plays a pivotal role in CRC pathogenesis. This review discusses the expression profile of GRP78 in CRC, highlighting its potential as a prognostic biomarker and its role in modulating the cellular mechanisms of CRC, including ER response regulation, cell proliferation, migration and invasion. The complex molecular interactions of GRP78 with key signaling pathways such as protein kinase B (Akt), Wnt, protein kinase R-like ER kinase (PERK), vascular endothelial growth factor (VEGF), and Kirsten rat sarcoma virus (Kras) are explored, elucidating its contributions to tumor survival, proliferation, invasion, and chemoresistance. GRP78's involvement in autophagy, glycolysis, and immune regulation further underscores its importance in CRC progression. The review also covers the therapeutic potential of targeting GRP78 in CRC, examining various natural products like curcumin, epigallocatechin gallate (EGCG), and aloe-emodin, which modulate GRP78 expression and activity. Additionally, GRP78's role in mediating resistance to chemotherapeutic agents like 5-fluorouracil (5-FU) and oxaliplatin is discussed, emphasizing its significance in the development of resistance mechanisms in CRC. In conclusion, GRP78 emerges as a central player in CRC pathogenesis and a promising target for therapeutic interventions aimed at improving treatment outcomes and overcoming chemoresistance in colorectal cancer.
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Affiliation(s)
- Wang Song
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'an Road, Shanghai, 200032, China.
| | - Neda Rahimian
- Department of Internal Medicine, School of Medicine, Firoozgar Hospital, Iran University of Medical Sciences, Tehran, Iran
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Ibraheem Shelash Al-Hawari S, Abdalkareem Jasim S, M A Altalbawy F, Bansal P, Kaur H, Hjazi A, Sani Mohammed J, Deorari M, Alsaadi SB, Hussein Zwamel A. An overview of lncRNA NEAT1 contribution in the pathogenesis of female cancers; from diagnosis to therapy resistance. Gene 2025; 933:148975. [PMID: 39353536 DOI: 10.1016/j.gene.2024.148975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 09/25/2024] [Accepted: 09/27/2024] [Indexed: 10/04/2024]
Abstract
Despite the ongoing progress in detecting and treating cancer, there is still a need for extensive research into the molecular mechanisms involved in the emergence, progression, and resistance to recurrence of female reproductive tissue-specific cancers such as ovarian, breast, cervical, and endometrial cancers. The nuclear paraspeckle assembly transcript 1 (NEAT1) is a long non-coding RNA (lncRNA) that exhibits increased expression in female tumors. Moreover, elevated levels of NEAT1 have been associated with poorer survival outcomes in cancer patients. NEAT1 plays a pivotal role in driving tumor initiation through modulating the expression of genes involved in various aspects of tumor cell proliferation, epithelial-to-mesenchymal transition (EMT), metastasis, chemoresistance, and radio-resistance. Mechanistically, NEAT1 acts as a scaffold RNA molecule via interacting with EZH2 (Enhancer of Zeste 2 Polycomb Repressive Complex 2 Subunit), thereby influencing the expression of downstream effectors of EZH2. Additionally, NEAT1 functions as a competing endogenous RNA (ceRNA) by microRNAs (miRNAs) sponging, consequently altering the expression levels of their target genes during the development of female cancers. This comprehensive review aims to shed light on the latest insights regarding the expression pattern, biological functions, and underlying mechanisms governing the function and regulation of NEAT1 in tumors. Furthermore, particular emphasis is placed on its clinical significance as a novel diagnostic biomarker and a promising therapeutic target for female cancers.
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Affiliation(s)
- Sulieman Ibraheem Shelash Al-Hawari
- Electronic Marketing and Social Media, Economic and Administrative Sciences Zarqa University, Jordan; Research follower, INTI International University, 71800 Negeri Sembilan, Malaysia
| | - Saade Abdalkareem Jasim
- Medical Laboratory Techniques Department, College of Health and Medical Technology, University of Al-maarif, Anbar, Iraq.
| | - Farag M A Altalbawy
- Department of Chemistry, University College of Duba, University of Tabuk, Tabuk, Saudi Arabia
| | - Pooja Bansal
- Department of Biotechnology and Genetics, Jain (Deemed-to-be) University, Bengaluru, Karnataka 560069, India; Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, Rajasthan 303012, India
| | - Harpreet Kaur
- School of Basic & Applied Sciences, Shobhit University, Gangoh, Uttar Pradesh 247341, India; Department of Health & Allied Sciences, Arka Jain University, Jamshedpur, Jharkhand 831001, India
| | - Ahmed Hjazi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
| | - Jaafaru Sani Mohammed
- Medical Analysis Department, Faculty of Applied Science, Tishk International University, Erbil, Iraq
| | - Mahamedha Deorari
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Salim B Alsaadi
- Department of Pharmaceutics/ Al-Hadi University College, Baghdad 10011, Iraq
| | - Ahmed Hussein Zwamel
- Department of Medical Laboratory Technology, College of Medical Technology, The Islamic University, Najaf, Iraq
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Darmadi D, Saleh RO, Oghenemaro EF, Shakir MN, Hjazi A, Hassan ZF, Zwamel AH, Matlyuba S, Deorari M, Oudah SK. Role of SEL1L in the progression of solid tumors, with a special focus on its recent therapeutic potential. Cell Biol Int 2025; 49:16-32. [PMID: 39364680 DOI: 10.1002/cbin.12242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 07/24/2024] [Accepted: 09/02/2024] [Indexed: 10/05/2024]
Abstract
Since suppressor/enhancer of Lin-12-like (SEL1L) was cloned in 1997, various pieces of evidence from lower species suggest it plays a significant role in protein degradation via the ubiquitin-proteasome system. The relevance of SEL1L in many aspects of malignant transformation and tumorigenic events has been the subject of research, which has shown compelling in vitro and in vivo findings relating its altered expression to changes in tumor aggressiveness. The Endoplasmic Reticulum (ER) in tumor cells is crucial for preserving cellular proteostasis by inducing the unfolded protein response (UPR), a stress response. A crucial component of the UPR is ER-associated degradation (ERAD), which guards against ER stress-induced apoptosis and the removal of unfolded or misfolded proteins by the ubiquitin-proteasome system. As a protein stabilizer of HMG-CoA reductase degradation protein 1 (HRD1), one of the main components of ERAD, SEL1L plays an important role in ER homeostasis. Notably, the expression levels of these two proteins fluctuate independently in various cancer types, yet changes in their expression affect the levels of other associated proteins during cancer pathogenesis. Recent studies have also outlined the function of SEL1L in cancer medication resistance. This review explores the value of targeting SEL1L as a novel treatment approach for cancer, focusing on the molecular processes of SEL1L and its involvement in cancer etiology.
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Affiliation(s)
- Darmadi Darmadi
- Department of Internal Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
| | - Raed Obaid Saleh
- Department of Medical Laboratory Techniques, Al-Maarif University College, Al-Anbar, Iraq
| | - Enwa Felix Oghenemaro
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Delta State University, Abraka, Nigeria
| | - Maha Noori Shakir
- Department of Medical Laboratories Technology, AL-Nisour University College, Baghdad, Iraq
| | - Ahmed Hjazi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | | | - Ahmed Hussein Zwamel
- Medical laboratory technique college, the Islamic University, Najaf, Iraq
- Medical laboratory technique college, the Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq
- Medical laboratory technique college, the Islamic University of Babylon, Babylon, Iraq
| | - Sanoeva Matlyuba
- Department of Neurology, Vice rektor of Bukhara State Medical Institute, Bukhara, Uzbekistan
| | - Mahamedha Deorari
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Shamam Kareem Oudah
- College of Pharmacy/National University of Science and Technology, Dhi Qar, Iraq
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Hsu CY, Hisham Ateya N, Felix Oghenemaro E, Nathiya D, Kaur P, Hjazi A, Eldesoqui M, Yumashev A, Kadhim Abosaoda M, Adnan Abdulrahman M. Correlation between lncRNAs with human molecular chaperons in cancer immunopathogenesis and drug resistance. Int Immunopharmacol 2024; 143:113309. [PMID: 39405942 DOI: 10.1016/j.intimp.2024.113309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 09/28/2024] [Accepted: 09/29/2024] [Indexed: 10/30/2024]
Abstract
The development of cancer immunology heavily relies on the interaction between long non-coding RNAs (lncRNAs) and molecular chaperones. By participating in gene regulation, lncRNAs interact with molecular chaperones, which play a critical role in protein folding and stress responses, to influence oncogenic pathways. This interaction has an impact on both the immune cells within the tumor microenvironment and the tumor cells themselves. Understanding these mechanisms provides valuable insights into innovative approaches for diagnosis and treatment. Targeting the lncRNA-chaperone axis has the potential to strengthen anti-tumor immunity and enhance cancer treatment outcomes. Further research is necessary to uncover specific associations, identify biomarkers, and develop personalized therapies aimed at disrupting this axis, which could potentially revolutionize cancer diagnosis and treatment.
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Affiliation(s)
- Chou-Yi Hsu
- Thunderbird School of Global Management, Arizona State University Tempe Campus, Phoenix, AZ 85004, USA.
| | - Nabaa Hisham Ateya
- Biotechnology Department, College of Applied Science, Fallujah University, Iraq.
| | - Enwa Felix Oghenemaro
- Delta State University, Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Abraka, Delta State, Nigeria.
| | - Deepak Nathiya
- Department of Pharmacy Practice, Institute of Pharmacy, NIMS University Rajasthan, Jaipur, India.
| | - Parjinder Kaur
- Chandigarh Pharmacy College, Chandigarh Group of Colleges-Jhanjeri, Mohali 140307, Punjab, India.
| | - Ahmed Hjazi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia.
| | - Mamdouh Eldesoqui
- Department of Basic Medical Sciences, College of Medicine, AlMaarefa University, Diriyah, 13713, Riyadh, Saudi Arabia.
| | - Alexey Yumashev
- Department of Prosthetic Dentistry, Doctor of Medicine, Professor. Sechenov First Moscow State Medical University, Russia.
| | - Munther Kadhim Abosaoda
- College of Pharmacy, the Islamic University, Najaf, Iraq; College of Pharmacy, the Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq; College of Pharmacy, the Islamic University of Babylon, Babylon, Iraq.
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Wang Z, Cheng L, Huang J, Shen Y. Integrative machine learning and neural networks for identifying PANoptosis-related lncRNA molecular subtypes and constructing a predictive model for head and neck squamous cell carcinoma. Eur Arch Otorhinolaryngol 2024; 281:5481-5495. [PMID: 38914821 DOI: 10.1007/s00405-024-08765-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 05/27/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE PANoptosis is considered a novel type of cell death that plays important roles in tumor progression. In this study, we applied machine learning algorithms to explore the relationships between PANoptosis-related lncRNAs (PRLs) and head and neck squamous cell carcinoma (HNSCC) and established a neural network model for prognostic prediction. METHODS Information about the HNSCC cohort was downloaded from the TCGA database, and the differentially expressed prognostic PRLs between tumor and normal samples were assessed in patients with different tumor subtypes via nonnegative matrix factorization (NMF) analysis. Subsequently, five kinds of machine-learning algorithms were used to select the core PRLs across the subtypes, and the interactive features were pooled into a neural network model to establish a PRL-related risk score (PLRS) system. Survival differences were compared via Kaplan‒Meier analysis, and the predictive effects were assessed with the areas under the ROCs. Moreover, functional enrichment analysis, immune infiltration, tumor mutation burden (TMB) and clinical therapeutic response were also conducted to further evaluate the novel predictive model. RESULTS A total of 347 PRLs were identified, 225 of which were differentially expressed between tumor and normal samples. Patients were divided into two clusters via NMF analysis, in which cluster 1 had a better prognosis and more immune cells and functional infiltrates. With the application of five machine learning algorithms, we selected 13 interactive PRLs to construct the predictive model. The AUCs for the ROCs in the entire set were 0.735, 0.740 and 0.723, respectively. Patients in the low-PLRS group exhibited a better prognosis, greater immune cell enrichment, greater immune function activation, lower TMB and greater sensitivity to immunotherapy. CONCLUSION In this study, we established a novel neural network prognostic model to predict survival and identify tumor subtypes in HNSCC patients. This novel assessment system is useful for prediction, providing ideas for clinical treatment.
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Affiliation(s)
- Zhenzhen Wang
- Department of Otolaryngology Head and Neck Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Lixin Cheng
- Department of Otolaryngology Head and Neck Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Juntao Huang
- Department of Otolaryngology Head and Neck Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China.
| | - Yi Shen
- Centre for Medical Research, Ningbo No.2 Hospital, Ningbo, China.
- School of Medicine, Ningbo University, Ningbo, China.
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Liang Y, Kaushal D, Wilson RB. Cellular Senescence and Extracellular Vesicles in the Pathogenesis and Treatment of Obesity-A Narrative Review. Int J Mol Sci 2024; 25:7943. [PMID: 39063184 PMCID: PMC11276987 DOI: 10.3390/ijms25147943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 07/04/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
This narrative review explores the pathophysiology of obesity, cellular senescence, and exosome release. When exposed to excessive nutrients, adipocytes develop mitochondrial dysfunction and generate reactive oxygen species with DNA damage. This triggers adipocyte hypertrophy and hypoxia, inhibition of adiponectin secretion and adipogenesis, increased endoplasmic reticulum stress and maladaptive unfolded protein response, metaflammation, and polarization of macrophages. Such feed-forward cycles are not resolved by antioxidant systems, heat shock response pathways, or DNA repair mechanisms, resulting in transmissible cellular senescence via autocrine, paracrine, and endocrine signaling. Senescence can thus affect preadipocytes, mature adipocytes, tissue macrophages and lymphocytes, hepatocytes, vascular endothelium, pancreatic β cells, myocytes, hypothalamic nuclei, and renal podocytes. The senescence-associated secretory phenotype is closely related to visceral adipose tissue expansion and metaflammation; inhibition of SIRT-1, adiponectin, and autophagy; and increased release of exosomes, exosomal micro-RNAs, pro-inflammatory adipokines, and saturated free fatty acids. The resulting hypernefemia, insulin resistance, and diminished fatty acid β-oxidation lead to lipotoxicity and progressive obesity, metabolic syndrome, and physical and cognitive functional decline. Weight cycling is related to continuing immunosenescence and exposure to palmitate. Cellular senescence, exosome release, and the transmissible senescence-associated secretory phenotype contribute to obesity and metabolic syndrome. Targeted therapies have interrelated and synergistic effects on cellular senescence, obesity, and premature aging.
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Affiliation(s)
- Yicong Liang
- Bankstown Hospital, University of New South Wales, Sydney, NSW 2560, Australia;
| | - Devesh Kaushal
- Campbelltown Hospital, Western Sydney University, Sydney, NSW 2560, Australia;
| | - Robert Beaumont Wilson
- School of Clinical Medicine, University of New South Wales, High St., Kensington, Sydney, NSW 2052, Australia
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