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Liu Z, Pu X. Orosomucoid 1 interacts with S100A12 and activates ERK signalling to expedite the advancement of bladder cancer. Cell Adh Migr 2025; 19:1-11. [PMID: 39644201 PMCID: PMC11633163 DOI: 10.1080/19336918.2024.2434209] [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: 06/13/2024] [Revised: 08/19/2024] [Accepted: 11/20/2024] [Indexed: 12/09/2024] Open
Abstract
The research endeavors to expound the role of ORM1 in bladder cancer (BCa) and the implied response mechanism. RT-qPCR and Western blotting examined ORM1 and S100A12 expression. Functional experiments assessed the cellular phenotypes. HDOCK and Co-IP confirmed the interaction of ORM1 and S100A12. Western blotting tested apoptosis- and ERK signaling-associated proteins. ORM1 and S100A12 were abundant in the BCa cells. ORM1 or S100A12 loss impaired cell proliferation, migration, and invasion, and aggravated cell apoptosis. ORM1 interacted with S100A12. ORM1 knockdown down-regulated S100A12 expression and inactivated ERK signaling.S100A12 overexpression or ERK activator reversed the impacts of ORM1 interference on ERK signaling and BCa cells. ORM1 mightdrive BCa via binding to S100A12 and activating ERK signaling.
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Affiliation(s)
- Zhe Liu
- Department of Urology, Wuxi No. 2 People’s Hospital (Jiangnan University Medical Center), Wuxi, China
| | - Xiaofeng Pu
- Department of Urology, Chongqing General Hospital, Chongqing University, Chongqing, China
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2
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Yan L, Liang H, Qi T, Deng D, Liu J, He Y, Chen J, Fan B, Yao Y, Wang K, Zu X, Chen M, Dai Y, Hu J. Senescence-specific molecular subtypes stratify the hallmarks of the tumor microenvironment and guide precision medicine in bladder cancer. BMC Cancer 2025; 25:297. [PMID: 39972258 DOI: 10.1186/s12885-025-13698-9] [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: 12/30/2024] [Accepted: 02/10/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Bladder cancer (BLCA) is notably associated with advanced age, characterized by its high incidence and mortality among the elderly. Despite promising advancements in models that amalgamate molecular subtypes with treatment and prognostic outcomes, the considerable heterogeneity in BLCA poses challenges to their universal applicability. Consequently, there is an urgent need to develop a new molecular subtyping system focusing on a critical clinical feature of BLCA: senescence. METHODS Utilizing unsupervised clustering on the Cancer Genome Atlas Program (TCGA)-BLCA cohort, we crafted a senescence-associated molecular classification and precision quantification system (Senescore). This method underwent systematic validation against established molecular subtypes, treatment strategies, clinical outcomes, the immune tumor microenvironment (TME), relevance to immune checkpoints, and identification of potential therapeutic targets. RESULTS External validations were conducted using the Xiangya cohort, IMvigor210 cohort, and meta-cohort, with multiplex immunofluorescence confirming the correlation between Senescore, immune infiltration, and cellular senescence. Notably, patients categorized within higher Senescore group were predisposed to the basal subtype, showcased augmented immune infiltration, harbored elevated driver gene mutations, and exhibited increased senescence-associated secretory phenotype (SASP) factors expression in the transcriptome. Despite poorer prognoses, these patients revealed greater responsiveness to immunotherapy and neoadjuvant chemotherapy. CONCLUSIONS Our molecular subtyping and Senescore, informed by age-related clinical features, accurately depict age-associated biological traits and its clinical application potential in BLCA. Moreover, this personalized assessment framework is poised to identify senolysis targets unique to BLCA, furthering the integration of aging research into therapeutic strategies.
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Affiliation(s)
- Luzhe Yan
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Haisu Liang
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Tiezheng Qi
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Dingshan Deng
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Jinhui Liu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Yunbo He
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Jinbo Chen
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Benyi Fan
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Yiyan Yao
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
| | - Kun Wang
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
| | - Xiongbing Zu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
- Department of Urology, Hunan Provincial People's Hospital, the First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Minfeng Chen
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China
- Furong Laboratory, Changsha, Hunan, China
| | - Yuanqing Dai
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China.
- Furong Laboratory, Changsha, Hunan, China.
| | - Jiao Hu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- Hunan Province Bladder Preservation Treatment Consortium, Changsha, Hunan, China.
- Furong Laboratory, Changsha, Hunan, China.
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3
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Deng Y, Hou X, Fang Q, Wang H, Li X, Hu Z, Liu Z, Fan L, Liu Y, Fu Z, Shu X, Sun B, Huang L, Liu Y. High-salt diet decreases FOLFOX efficacy via gut bacterial tryptophan metabolism in colorectal cancer. Mol Med 2025; 31:66. [PMID: 39972411 DOI: 10.1186/s10020-025-01122-8] [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: 07/03/2024] [Accepted: 02/08/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND FOLFOX is the recommended chemotherapy regimen for colorectal cancer (CRC), but its response rate remains low. Our previous studies have established a close relationship between gut microbiota and the anti-CRC effect of FOLFOX, though the underlying mechanisms remain unclear. Diet has been confirmed as a key factor influencing gut microbiota, and high-salt diets, representative of western dietary habits, has been shown to affect gut microbiota, immune function, and the risk of developing CRC. However, the impact of high-salt diets on the anti-CRC efficacy of FOLFOX remains unstudied. Therefore, we aimed to investigate the effect and mechanism of high-salt diets on the anti-CRC effect of FOLFOX. METHODS We performed 16 S rRNA sequencing and T500 targeted metabolomics analysis on fecal samples from CRC patients and healthy adults. A CRC orthotopic xenograft mouse model was used to study the effect of a high-salt diet on FOLFOX's anti-CRC efficacy. 16 S rRNA sequencing and non-targeted metabolomics were conducted on mouse fecal samples. Flow cytometry was used to assess immune cell infiltration in tumor and paracancerous tissues. A mouse macrophage conditioned medium system, with tryptophan metabolites, was employed to annotate the functional metabolites, followed by in vivo verification using the orthotopic xenograft mouse model. RESULTS The structure and metabolic profiles of gut microbiota are significantly different between 9 healthy adults and 6 CRC patients. A high-salt diet significantly reduced the efficacy of FOLFOX in mice, with notable changes in gut microbiota and related metabolites. Correlation analysis revealed a significant relationship between gut microbiota, tryptophan metabolites and FOLFOX efficacy. Flow cytometry indicated that a high-salt diet altered macrophage infiltration (CD45+F4/80+) in both the tumor and paracancerous tissues. In vitro experiments confirmed that the tryptophan metabolite SK reduced FOLFOX efficacy, while IPA enhanced it through macrophage-conditioned medium. In vivo, we verified that under a high-salt diet, SK inhibited the efficacy of FOLFOX, while IPA promoted it. CONCLUSION A high-salt diet reduces the anti-CRC efficacy of FOLFOX through gut bacterial tryptophan metabolism mediated macrophage immunomodulation.
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Affiliation(s)
- Yufei Deng
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Xiaoying Hou
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
- Hubei Key Laboratory of Cognitive and Affective Disorders, Jianghan University, Wuhan, 430056, China
| | - Qian Fang
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Haiping Wang
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
- Hubei Key Laboratory of Cognitive and Affective Disorders, Jianghan University, Wuhan, 430056, China
| | - Xiaoxuan Li
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Zhiyong Hu
- Department of Pathology, Renmin Hospital of Huangpi District of Jianghan University, Wuhan, 430399, China
| | - Zhaolu Liu
- Department of Pathology, Renmin Hospital of Huangpi District of Jianghan University, Wuhan, 430399, China
| | - Limei Fan
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Yunyi Liu
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Zhengqi Fu
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
| | - Xiji Shu
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Hubei Key Laboratory of Cognitive and Affective Disorders, Jianghan University, Wuhan, 430056, China
| | - Binlian Sun
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China
- Hubei Key Laboratory of Cognitive and Affective Disorders, Jianghan University, Wuhan, 430056, China
| | - Lijun Huang
- Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510620, China.
| | - Yuchen Liu
- Wuhan Institute of Biomedical Sciences, School of Medicine, Jianghan University, Wuhan, 430056, China.
- Cancer Institute, School of Medicine, Jianghan University, Wuhan, 430056, China.
- Hubei Key Laboratory of Cognitive and Affective Disorders, Jianghan University, Wuhan, 430056, China.
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Pal AK, Mathew J, Prabhakaran S, Kishore TA. A comparative analysis of robotic prostatectomy techniques post TURP/HOLEP: retzius-sparing vs. non-retzius approaches: evaluation of perioperative, functional, and oncological outcomes. Int Urol Nephrol 2025:10.1007/s11255-025-04423-3. [PMID: 39969655 DOI: 10.1007/s11255-025-04423-3] [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: 01/05/2025] [Accepted: 02/10/2025] [Indexed: 02/20/2025]
Abstract
PURPOSE We evaluated the perioperative, functional, and oncological outcomes of Retzius-sparing and conventional non-Retzius-sparing robotic radical prostatectomy (RS-RARP and NRS-RARP) in the patients with a prior history of transurethral resection and enucleation of prostate (Post TURP/HOLEP). METHODS A total of 47 patients who had at least completed one year of follow-up after robotic radical prostatectomy and had a prior TURP/HOLEP were included in this retrospective analysis. The clinico-demographic data, perioperative parameters such as mean operating time, blood loss, mean hospital stay, complications as per Clavien-Dindo grading, and readmission were evaluated. Continence, potency, and biochemical recurrence were assessed to check the functional and oncological outcomes. RESULTS There was no significant difference in mean age, body mass index (BMI), co-morbidities, D-Amico risk stratification, preoperative PSA level and positive cores in TRUS-guided biopsy. The console time and blood loss were significantly less in the RS-RARP group (91.6 ± 24.2 vs. 128.9 ± 38.7 min vs. 110.3 ± 57.5 vs. 152.9 ± 64.9 ml, p = 0.0002 and p = 0.02, respectively). The complication rate, mean postoperative catheter duration, lymph nodes, readmission rates, final histopathology, and invasion status were similar in both groups. Continence achieved at 1,3,6,9 and 12-month follow-up was significantly more in the RS-RARP group (90% vs. 64.7% at 12-month; p = 0.01). The potency rates in nerve-sparing cases at 6-month and 1-year follow-ups were similar. Margin positivity rates and Biochemical recurrence were comparable and statistically insignificant in both groups. CONCLUSION Retzius-sparing RARP had less console time, less intraoperative blood loss and better continence recovery in both immediate and at 12-month follow-up. The potency, biochemical recurrence and margin status in both approaches were similar.
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Affiliation(s)
- Atanu Kumar Pal
- Department of Urology, Aster Medcity, Kochi, Kuttisahib Road Cheranelloor, South Chittoor, Kochi, Kerala, 682027, India
| | - Jeni Mathew
- Department of Urology, Aster Medcity, Kochi, Kuttisahib Road Cheranelloor, South Chittoor, Kochi, Kerala, 682027, India
| | - Sandeep Prabhakaran
- Department of Urology, Aster Medcity, Kochi, Kuttisahib Road Cheranelloor, South Chittoor, Kochi, Kerala, 682027, India
| | - T A Kishore
- Department of Urology, Aster Medcity, Kochi, Kuttisahib Road Cheranelloor, South Chittoor, Kochi, Kerala, 682027, India.
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Qian J, Zhao Z, Ma L, Liu W, Song Y. USP14 targets FABP5-mediated ferroptosis to promote proliferation and cisplatin resistance of HNSCC. Clin Transl Oncol 2025:10.1007/s12094-025-03857-6. [PMID: 39928282 DOI: 10.1007/s12094-025-03857-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 01/21/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) ranks among the most lethal solid tumors in humans, with a five-year survival rate hovering around 50%. The limited understanding of its biological foundation has hindered the development of efficacious targeted therapeutics. METHODS TCGA database and immunohistochemistry were deployed to confirm the expression levels of ubiquitin specific protease 14 (USP14). CCK8 method was used to evaluate the influence of USP14 on cisplatin resistance. Further investigations into the role of USP14 were conducted through assessments of cell proliferation, colony formation, and Transwell assays. The impact of USP14 expression on ferroptosis was evaluated by measuring GSH/GSSG ratios, Fe2+ concentrations, and lipid peroxide levels. Co-IP was employed to verify the interaction between USP14 and FABP5. RESULTS Our analysis revealed that USP14 ranked among the most prominently upregulated deubiquitinases (DUBs) in tissue samples of HNSCC. Notably, aberrant USP14 expression was linked to tumorigenesis and the malignant evolution of HNSCC and further suggested a poor prognosis. In vitro experiment revealed that USP14 depletion markedly inhibited cell growth, cisplatin resistance, invasion and migration capabilities of HNSCC cells. Mechanically, USP14 inhibits FABP5 ubiquitination and degradation, thus positively modulating FABP5 expression. Subsequent analyses demonstrated that the loss of USP14 promoted ferroptosis in HNSCC cells. Finally, in vivo xenograft experiments confirmed that the USP14 small molecular antagonist IU1 could effectively attenuate cisplatin resistance in HNSCC. CONCLUSION The results indicate that the USP14-FABP5 axis exerts oncogenic effects on HNSCC, providing a potential target for diagnosing and treating this type of malignancy.
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Affiliation(s)
- Jiaxin Qian
- Department of Head and Neck Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zitong Zhao
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Liying Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wensheng Liu
- Department of Head and Neck Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yongmei Song
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Xia X, Kong C, Zhao X, Zhao K, Shi N, Jiang J, Li P. The complexities of cell death mechanisms: a new perspective in systemic sclerosis therapy. Apoptosis 2025:10.1007/s10495-025-02082-4. [PMID: 39924583 DOI: 10.1007/s10495-025-02082-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2025] [Indexed: 02/11/2025]
Abstract
Systemic sclerosis, also termed scleroderma, is a severe and debilitating autoimmune disease characterized by fibrosis, an aberrant immune response, and vascular dysfunction. Cell death is essential to the body's continued normal development as it removes old or damaged cells. This process is governed by several mechanisms, including programmed cell death through apoptosis, necrosis, and pyroptosis, as well as metabolic processes, such as ferroptosis and cuproptosis. This review describes the signaling pathways associated with each form of cell death, examining the linkages between these pathways, and discussing how the dysregulation of cell death processes is involved in the development of autoimmune disorders such as systemic sclerosis. Existing and promising therapeutic strategies aimed at restoring the balance of cell death in systemic sclerosis and other autoimmune disorders are also emphasized.
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Affiliation(s)
- Xue Xia
- Department of Rheumatology and Immunology, China-Japan Union Hospital, Jilin University, Changchun, 130033, China
| | - Chenfei Kong
- Scientific Research Center, China-Japan Union Hospital, Jilin University, Changchun, 130033, China
| | - Xiaoming Zhao
- Scientific Research Center, China-Japan Union Hospital, Jilin University, Changchun, 130033, China
| | - Kelin Zhao
- Department of Rheumatology and Immunology, China-Japan Union Hospital, Jilin University, Changchun, 130033, China
| | - Naixu Shi
- Department of Stomatology, China-Japan Union Hospital of Jilin University, Changchun, 130033, China
| | - Jinlan Jiang
- Scientific Research Center, China-Japan Union Hospital, Jilin University, Changchun, 130033, China.
| | - Ping Li
- Department of Rheumatology and Immunology, China-Japan Union Hospital, Jilin University, Changchun, 130033, China.
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Shirzad M, Salahvarzi A, Razzaq S, Javid-Naderi MJ, Rahdar A, Fathi-Karkan S, Ghadami A, Kharaba Z, Romanholo Ferreira LF. Revolutionizing prostate cancer therapy: Artificial intelligence - Based nanocarriers for precision diagnosis and treatment. Crit Rev Oncol Hematol 2025; 208:104653. [PMID: 39923922 DOI: 10.1016/j.critrevonc.2025.104653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 01/31/2025] [Accepted: 02/04/2025] [Indexed: 02/11/2025] Open
Abstract
Prostate cancer is one of the major health challenges in the world and needs novel therapeutic approaches to overcome the limitations of conventional treatment. This review delineates the transformative potential of artificial intelligence (AL) in enhancing nanocarrier-based drug delivery systems for prostate cancer therapy. With its ability to optimize nanocarrier design and predict drug delivery kinetics, AI has revolutionized personalized treatment planning in oncology. We discuss how AI can be integrated with nanotechnology to address challenges related to tumor heterogeneity, drug resistance, and systemic toxicity. Emphasis is placed on strong AI-driven advancements in the design of nanocarriers, structural optimization, targeting of ligands, and pharmacokinetics. We also give an overview of how AI can better predict toxicity, reduce costs, and enable personalized medicine. While challenges persist in the way of data accessibility, regulatory hurdles, and interactions with the immune system, future directions based on explainable AI (XAI) models, integration of multimodal data, and green nanocarrier designs promise to move the field forward. Convergence between AI and nanotechnology has been one key step toward safer, more effective, and patient-tailored cancer therapy.
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Affiliation(s)
- Maryam Shirzad
- Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Afsaneh Salahvarzi
- Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Sobia Razzaq
- School of Pharmacy, University of Management and Technology, Lahore SPH, Punjab, Pakistan
| | - Mohammad Javad Javid-Naderi
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Science, Mashhad, Iran; Student Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Abbas Rahdar
- Department of Physics, University of Zabol, Zabol, Iran.
| | - Sonia Fathi-Karkan
- Natural Products and Medicinal Plants Research Center, North Khorasan University of Medical Sciences, Bojnurd 94531-55166, Iran; Department of Medical Nanotechnology, School of Medicine, North Khorasan University of Medical Science, Bojnurd, Iran.
| | - Azam Ghadami
- Department of Chemical and Polymer Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Zelal Kharaba
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
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Liu S, Li K, Long C, Lao M, Ma B, Liu C, He H, Wang C, Chen W, Yu B. The role of FTO in m6A RNA methylation and immune regulation in Staphylococcus aureus infection-related osteomyelitis. Front Microbiol 2025; 16:1526475. [PMID: 39980685 PMCID: PMC11839825 DOI: 10.3389/fmicb.2025.1526475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 01/20/2025] [Indexed: 02/22/2025] Open
Abstract
Background Regulators of n6-methyladenosine (m6A) RNA modification play important roles in many diseases; however, their involvement in Staphylococcus aureus (S. aureus)-related osteomyelitis remains inadequately explored. Therefore, this study aims to investigate the role of m6A in S. aureus infection-related osteomyelitis and elucidate its underlying mechanisms. Methods We downloaded the S. aureus infection-related osteomyelitis infection dataset GSE30119 from the Gene Expression Omnibus database. Initially, we constructed a diagnostic model based on m6A genes and predicted the hub node miRNAs and transcription factors by constructing a protein-protein interaction network. Subsequently, a prognostic model was built using LASSO regression, the receiver operating characteristic curve of the model was plotted, and the predictive performance of the diagnostic model was validated. Further, unsupervised clustering analysis, gene set enrichment analysis (GSEA), and gene set variation analysis (GSVA) were employed to assess immune cell infiltration. Additionally, we validated the expression of fat mass and obesity-associated protein (FTO) in S. aureus-infected Raw264.7 macrophages using qPCR and western blotting. Moreover, we conducted si-FTO experiments on mouse Raw264.7 macrophages to investigate the anti-inflammatory regulatory role of si-FTO during S. aureus infection. Results We identified 19 co-expressed genes closely related to FTO were identified, along with 206 related transcription factor regulatory genes and 589 miRNAs. Enrichment analyses suggested that these genes were involved in pathways related to the proliferation and oxidation of various immune cells, cellular senescence, and various tumors and immune cells, as well as cell cycle-related functions. GSEA revealed that PD-1, TH1, TH2, CTLA4, and other pathways were significantly enriched in patients with high FTO expression. GSVA indicated that the differentially enriched pathways were related to included amino acid metabolism, immunity, and infection. Correlation analysis of immune infiltration revealed that monocytes, M2 macrophages, resting mast cells, and neutrophils were present in normal and diseased samples. Differences in expression were observed between the groups. The western blotting and qPCR analyses confirmed that the protein expression of FTO was reduced in macrophages after infection with S. aureus, consistent with the observed changes in mRNA expression. Furthermore, we validated that FTO may influence the regulation of inflammation through the FoxO1/NF-kB pathway. Conclusion The m6A RNA methylation regulator FTO may serve as a potential diagnostic marker and therapeutic target, involved in the pathogenesis of S. aureus infection-related osteomyelitis. This finding provides new insights into the relationship between FTO-mediated m6A RNA methylation and osteomyelitis.
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Affiliation(s)
- Sijing Liu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
- Department of Orthopaedic Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China
| | - Kai Li
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
| | - Changhai Long
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
| | - Mingwu Lao
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
| | - Biao Ma
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
| | - Changquan Liu
- Department of Orthopaedic Center, The Second Hospital Affiliated of Guangdong Medical University, Zhanjiang, China
| | - Haoyuan He
- Department of Orthopaedic Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China
| | - Chunjiang Wang
- Department of Orthopaedic Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China
| | - Wangzhu Chen
- Department of Orthopaedic Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China
| | - Bin Yu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Zhu Y, Fei J, Zhu X, Zhang J, Zhou J, Zhang Z. Efficacy and safety of NeoAdjuvant chemotherapy with or without tIslelizumab followed by debulking surgery for oVarian cancEr (NAIVE study) in China: study protocol of an open-label, phase II, randomised controlled trial. BMJ Open 2025; 15:e092545. [PMID: 39909529 PMCID: PMC11800193 DOI: 10.1136/bmjopen-2024-092545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Accepted: 01/20/2025] [Indexed: 02/07/2025] Open
Abstract
INTRODUCTION The prognosis for epithelial ovarian cancer (EOC) is exceedingly poor, with patients diagnosed with stage III/IV tumours typically offered cytoreductive surgery in conjunction with chemotherapy as a standard treatment option. This approach is intended to reduce the risk of surgery and address ovarian cancers that are not amenable to surgical intervention. A promising alternative and important treatment option is neoadjuvant chemotherapy (NACT) in conjunction with interstitial tumour cytoreductive surgery. The combination of neoadjuvant immunotherapy with chemotherapy has recently demonstrated remarkable efficacy, particularly in melanoma and lung cancer, with notable pathological responses and therapeutic benefits in tumour tissue. The NeoAdjuvant chemotherapy with or without tIslelizumab followed by debulking surgery for oVarian cancEr(NAIVE) study aims to assess the clinical efficacy and safety of NACT in combination with tislelizumab (a monoclonal antibody for programmed cell death protein 1) for advanced EOC. METHODS AND ANALYSIS The NAIVE study is an investigator-initiated, prospective, single-centre, open-label, randomised controlled trial for advanced EOC with the International Federation of Gynaecology and Obstetrics (FIGO) stage IIIc with a Suidan CT score of 3 or greater or a Fagotti laparoscopic score of 8 or greater; or FIGO stage IV. The primary endpoint of the study is the 1-year progression-free survival (PFS) rate, measured as the percentage of patients who are free of tumour progression or death for 1 year after receiving the first dose of study drug. The secondary endpoints encompassed the R0 resection rate, the clinical response rate and other relevant metrics. Enrolled patients will be randomly assigned in a 1:1 ratio to either the experimental arm, which will receive neoadjuvant platinum-based chemotherapy in combination with tislelizumab, or the control arm, which will receive neoadjuvant platinum-based chemotherapy. The study will enrol 40 patients, with enrolment scheduled to start in April 2021 and complete in April 2025, given a 1-year PFS rate of 60%. The study will provide new evidence regarding the clinical efficacy and safety of NACT in combination with tislelizumab for advanced ovarian cancer. The results will contribute to a deeper understanding of the clinical effects, safety profile and fundamental immunological processes. The findings will contribute to the growing body of evidence in support of the incorporation of immunotherapy into the treatment paradigm for ovarian cancer, thus facilitating the development of more personalised and efficacious therapeutic modalities. ETHICS AND DISSEMINATION This trial has received ethical approval from the Institutional Ethics Committee of the Second Affiliated Hospital of the Medical College of Zhejiang University. Presentations at scientific and professional meetings and publication in peer-reviewed journals will disseminate the results of the study. TRIAL REGISTRATION NUMBER NCT04815408.
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Affiliation(s)
- Ying Zhu
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Jing Fei
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaoqing Zhu
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Jiaojiao Zhang
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Jianwei Zhou
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Zhigang Zhang
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
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Jiang M, Xu L, Lin W, Liu W, Zhang Y, Wang H, Zhao L. LncRNA CRCMSL interferes in phospholipid unsaturation to suppress colorectal cancer progression via reducing membrane fluidity. J Adv Res 2025:S2090-1232(25)00075-X. [PMID: 39921055 DOI: 10.1016/j.jare.2025.02.003] [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: 04/20/2024] [Revised: 11/18/2024] [Accepted: 02/04/2025] [Indexed: 02/10/2025] Open
Abstract
INTRODUCTION Reprogrammed metabolism is an important basis of colorectal cancer (CRC) progression; however, its mechanisms remain unclear. This study illustrated a novel mechanism for long noncoding RNA (lncRNA) CRCMSL in CRC, which was identified as a CRC suppressor in our previous study. OBJECTIVE To investigate whether CRCMSL suppresses colorectal cancer by interfering in lipid metabolism. METHODS Potential functions of CRCMSL were predicted by GSEA, which led to lipidomics. Ferroptosis process in CRC were evaluated by protein markers, probe-reported lipid peroxidation signals and transmission electron microscopy. Order and fluidity of phospholipid bilayers were detected by Laurdan generalized polarization (GP) assays and fluorescence recovery after photobleaching (FRAP) assays, respectively. RNA pull-down and RIP assays were performed to explore the target of CRCMSL. qPCR, western blot and enzyme activity detections were used to explore the effects of CRCMSL on the target. Orthotopic and subcutaneous xenografts in nude mice were used to validate efficacy of CRC in vivo. RESULTS CRCMSL-knockdown upregulated lipid synthesis and remodeled fatty acyl chains in phospholipids, inspiring studies on ferroptosis and phospholipid bilayers. CRCMSL-mediated biological processes and behaviors were restored by stearoyl-CoA desaturase (SCD), a key enzyme for the synthesis of monounsaturated fatty acids (MUFAs), suggesting that CRCMSL promotes ferroptosis and reduces membrane fluidity by interfering in phospholipid unsaturation. The target of CRCMSL in fatty acid metabolism is acetyl-CoA carboxylase 1 (ACC1), a key enzyme for de novo fatty acid synthesis. CRCMSL promoted ACC1 phosphorylation to restrict its activity. Firsocostat, an ACC oral inhibitor ND630, is a potential drug for CRC treatment in combination with CRCMSL. CONCLUSION Our study illustrated a novel mechanism of CRCMSL-ACC1 axis-associated fatty acid metabolism in CRC progression, providing laboratory evidence for the development of targeted therapies for patients with advanced CRC.
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Affiliation(s)
- Muhong Jiang
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Pathology & Guangdong Province Key Laboratory of Molecular Tumor Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China; Department of Pathology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
| | - Lijun Xu
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Pathology & Guangdong Province Key Laboratory of Molecular Tumor Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China; Department of Pathology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
| | - Wandie Lin
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Pathology & Guangdong Province Key Laboratory of Molecular Tumor Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.
| | - Weiwei Liu
- Department of Pathology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
| | - Yujie Zhang
- Department of Pathology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
| | - Hui Wang
- Department of Medical Oncology, Affiliated Tumour Hospital of Guangzhou Medical University, Guangzhou, China.
| | - Liang Zhao
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Pathology & Guangdong Province Key Laboratory of Molecular Tumor Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China; Department of Pathology, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
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11
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Qu J, Wang MH, Gao YH, Zhang HW. Identification of Molecular Subtypes and Prognostic Features of Breast Cancer Based on TGF-β Signaling-related Genes. Cancer Inform 2025; 24:11769351251316398. [PMID: 39902175 PMCID: PMC11789128 DOI: 10.1177/11769351251316398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 01/08/2025] [Indexed: 02/05/2025] Open
Abstract
Objectives The TGF-β signaling pathway is widely acknowledged for its role in various aspects of cancer progression, including cellular invasion, epithelial-mesenchymal transition, and immunosuppression. Immune checkpoint inhibitors (ICIs) and pharmacological agents that target TGF-β offer significant potential as therapeutic options for cancer. However, the specific role of TGF-β in prognostic assessment and treatment strategies for breast cancer (BC) remains unclear. Methods The Cancer Genome Atlas (TCGA) database was utilized to develop a predictive model incorporating five TGF-β signaling-related genes (TSRGs). The GSE161529 dataset from the Gene Expression Omnibus was employed to conduct single-cell analyses aimed at further elucidating the characteristics of these TSRGs. Additionally, an unsupervised clustering algorithm was applied to categorize BC patients into two distinct groups based on the five TSRGs, with a focus on immune response and overall survival (OS). Further investigations were conducted to explore variations in pharmacotherapy and the tumor microenvironment across different patient cohorts and clusters. Results The predictive model for BC identified five TSRGs: FUT8, IFNG, ID3, KLF10, and PARD6A. Single-cell analysis revealed that IFNG is predominantly expressed in CD8+ T cells. Consensus clustering effectively categorized BC patients into two distinct clusters, with cluster B demonstrating a longer OS and a more favorable prognosis. Immunological assessments indicated a higher presence of immune checkpoints and immune cells in cluster B, suggesting a greater likelihood of responsiveness to ICIs. Conclusion The findings of this study highlight the potential of the TGF-β signaling pathway for prognostic classification and the development of personalized treatment strategies for BC patients, thereby enhancing our understanding of its significance in BC prognosis.
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Affiliation(s)
- Jia Qu
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Mei-Huan Wang
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yue-Hua Gao
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Hua-Wei Zhang
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
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12
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Guo Y, Huang Q, Heng Y, Zhou Y, Chen H, Xu C, Wu C, Tao L, Zhou L. Circular RNAs in cancer. MedComm (Beijing) 2025; 6:e70079. [PMID: 39901896 PMCID: PMC11788016 DOI: 10.1002/mco2.70079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 12/23/2024] [Accepted: 01/09/2025] [Indexed: 02/05/2025] Open
Abstract
Circular RNA (circRNA), a subtype of noncoding RNA, has emerged as a significant focus in RNA research due to its distinctive covalently closed loop structure. CircRNAs play pivotal roles in diverse physiological and pathological processes, functioning through mechanisms such as miRNAs or proteins sponging, regulation of splicing and gene expression, and serving as translation templates, particularly in the context of various cancers. The hallmarks of cancer comprise functional capabilities acquired during carcinogenesis and tumor progression, providing a conceptual framework that elucidates the nature of the malignant transformation. Although numerous studies have elucidated the role of circRNAs in the hallmarks of cancers, their functions in the development of chemoradiotherapy resistance remain unexplored and the clinical applications of circRNA-based translational therapeutics are still in their infancy. This review provides a comprehensive overview of circRNAs, covering their biogenesis, unique characteristics, functions, and turnover mechanisms. We also summarize the involvement of circRNAs in cancer hallmarks and their clinical relevance as biomarkers and therapeutic targets, especially in thyroid cancer (TC). Considering the potential of circRNAs as biomarkers and the fascination of circRNA-based therapeutics, the "Ying-Yang" dynamic regulations of circRNAs in TC warrant vastly dedicated investigations.
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Affiliation(s)
- Yang Guo
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Qiang Huang
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Yu Heng
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Yujuan Zhou
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Hui Chen
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Chengzhi Xu
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Chunping Wu
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Lei Tao
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
| | - Liang Zhou
- ENT Institute and Department of Otorhinolaryngology Eye & ENT Hospital, Fudan University Xuhui District Shanghai China
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Zhao S, Li L, Lan Z, Hou X, Huang R, Jin Q, Huang Q, Jia L, Kong Y, Wen J, Qiao H, Wang Y, Xu Y, Zhang D, Geng Y, Xu J, Dai Y. Screening and preparation of nanobodies for SIGLEC-15 detection. Protein Expr Purif 2025; 229:106679. [PMID: 39880295 DOI: 10.1016/j.pep.2025.106679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/24/2025] [Accepted: 01/26/2025] [Indexed: 01/31/2025]
Abstract
As an important member of the Siglec family, SIGLEC-15 plays an important role in osteoclast differentiation, bone remodeling, and tumor immune evasion. In the tumor microenvironment, SIGLEC-15 functions independently of the B7-H1/PD-1 pathway. In this study, the SIGLEC-15 fusion protein (SIGLEC-15-Fc) was successfully expressed and purified using a eukaryotic expression system. This protein was then used as an antigen to immunize camelids, inducing the production of specific nanobodies (VHHs) targeting SIGLEC-15. The resulting nanobodies exhibited a molecular weight of approximately 15 kDa. After screening, we identified two nanobody strains, Nb1C8 and Nb2D7, both of which bind SIGLEC-15 without competition. We confirmed the nanobodies' high affinity and stability through Octec platform and stability analyses. Flow cytometry analysis demonstrated that Nb1C8 and Nb2D7 specifically binds to SIGLEC-15 which naturally expressed on bladder cancer cells. This study marks the first development of nanobodies specifically targeting SIGLEC-15, providing a solid foundation for the development of SIGLEC-15-related diagnostic tools and antibody therapeutics.
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Affiliation(s)
- Shuaiying Zhao
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Lingyun Li
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; Center for Cognitive Technology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, 518055, China.
| | - Zhongyun Lan
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Xiangyun Hou
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ruimin Huang
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Quanfang Jin
- Shanghai Baoshan Hospital of Integrated Traditional Chinese and Western Medicine, China
| | - Qiting Huang
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Li Jia
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Yingying Kong
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Jianchuan Wen
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Huarui Qiao
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Yiang Wang
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yiwen Xu
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Dongna Zhang
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China; State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Yong Geng
- State Key Laboratory of Drug Research, The CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Jianfeng Xu
- College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China.
| | - Yuanyuan Dai
- Department of Pharmacy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China; National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital of Chinese Academy of Medical Sciences, Langfang Campus, Langfang, 065001, China
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Suartz CV, de Lima RD, Abud LR, Brito PHS, Galhardo KA, Talizin TB, Salazar AL, Korkes F, Guglielmetti G, de Cássio Zequi S, Ribeiro-Filho LA, Toren P, Lodde M. Comparing open and video endoscopic lymphadenectomy for penile cancer: a systematic review and meta-analysis of prospective studies. BJU Int 2025. [PMID: 39856798 DOI: 10.1111/bju.16661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2025]
Abstract
OBJECTIVE To conduct the first meta-analysis using only prospective studies to evaluate whether video endoscopic inguinal lymphadenectomy (VEIL) offers advantages in perioperative outcomes compared to open IL (OIL) in patients with penile cancer. METHODS A systematic review with meta-analysis was conducted across multiple databases, including Cochrane Central Register of Controlled Trials (CENTRAL), the Medical Literature Analysis and Retrieval System Online (MEDLINE), Excerpta Medica dataBASE (EMBASE), Latin America and Caribbean Health Sciences Literature (LILACS), Scopus, Web of Science, and several trial registries up to June 2024. Only randomised controlled trials (RCTs) and prospective cohort studies were included. Data extraction focused on operative time, perioperative complications, drainage time, hospital stay, number of nodes retrieved and oncological outcomes. RESULTS Four prospective studies, including three RCTs and one non-randomised study, were included in the analysis, totalling 95 patients and 174 operated limbs. VEIL demonstrated significantly fewer wound infections (P < 0.001; 95% confidence interval [CI] 0.01-0.18; I2 = 0), skin necrosis (P = 0.002; 95% CI 0.04-0.49; I2 = 0), and lymphoedema (P = 0.05; 95% CI 0.09-0.99; I2 = 27%) compared to OIL. The VEIL group also had a shorter drainage period (P = 0.001; mean difference [MD] -1.94, 95% CI -3.15 to -0.74) and hospital stay (P < 0.01; MD -5.48, 95% CI -6.34 to -4.62). Pain intensity and operative time were lower in the VEIL group, contributing to fewer postoperative complications overall. Oncological outcomes showed no significant differences between the groups. CONCLUSION The meta-analysis indicates that VEIL offers significant advantages over OIL in terms of reducing wound infections, skin necrosis, and lymphoedema, leading to shorter hospital stays and overall improved perioperative outcomes. However, the limited sample of 95 patients across four studies underscores the need for further randomised trials and a cautious interpretation of the results, which currently support the use of VEIL in managing patients with penile cancer.
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Affiliation(s)
- Caio Vinícius Suartz
- Urology Department, Northern Ontario School of Medicine, Thunder Bay, Ontario, Canada
- CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Richard Dobrucki de Lima
- Division of Urology, Institute of Cancer of São Paulo, University of São Paulo, São Paulo, Brazil
| | - Luiza Rafih Abud
- Division of Urology, Institute of Cancer of São Paulo, University of São Paulo, São Paulo, Brazil
| | | | - Ketlyn Assunção Galhardo
- Division of Urology, Institute of Cancer of São Paulo, University of São Paulo, São Paulo, Brazil
| | - Thalita Bento Talizin
- Division of Urology, Institute of Cancer of São Paulo, University of São Paulo, São Paulo, Brazil
| | - André Lopes Salazar
- Division of Urology, Mario Penna Institute, Belo Horizonte, Minas Gerais, Brazil
| | - Fernando Korkes
- Urologic Oncology, Division of Urology, ABC Medical School, Sao Paulo, Brazil
| | - Giuliano Guglielmetti
- Division of Urology, Institute of Cancer of São Paulo, University of São Paulo, São Paulo, Brazil
| | - Stênio de Cássio Zequi
- Antonio Prudente Foundation, São Paulo, Brazil
- Urology Division, A.C. Camargo Cancer Center, São Paulo, Brazil
| | | | - Paul Toren
- CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Michele Lodde
- CHU de Québec-Université Laval, Quebec City, Quebec, Canada
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Jiang L, Wang P, Hou Y, Chen J, Li H. Comprehensive single-cell pan-cancer atlas unveils IFI30+ macrophages as key modulators of intra-tumoral immune dynamics. Front Immunol 2025; 16:1523854. [PMID: 39925804 PMCID: PMC11802554 DOI: 10.3389/fimmu.2025.1523854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 01/07/2025] [Indexed: 02/11/2025] Open
Abstract
Background The convergence of macrophage-targeted strategies with immune checkpoint blockade therapies defines a pivotal avenue in contemporary tumor therapy. Identifying robust genetic regulators in this context is imperative. Methods This study elucidates IFI30's role in enhancing Major Histocompatibility Complex II (MHC-II) restriction antigen processing. Despite its recognition in cancer immunotherapy, IFI30 remains a nascent focus. Our approach involves a multi-omics analysis of IFI30 tumor immunological profile in the macrophage-mediated Tumor Microenvironment (TME), spanning various cancers and bolstered by rigorous co-culture laboratory work. Results IFI30 predominantly localizes in monocyte/macrophage populations, correlating strongly with immune cell infiltration. Substantiated by single-cell analysis, IFI30 exhibits significant functional enrichment in immune-related pathways. Co-expression with immune-related genes, including MHC elements and immune checkpoints, further validates its relevance. Conclusion Our study positions IFI30 as a promising immunotherapeutic target. Pan-cancer analyses and glioblastoma multiforme (GBM) investigations collectively underscore IFI30's potential as a TME modulator, particularly in its interaction with M2-macrophages. IFI30 emerges as a prospective intervention point in the immunotherapeutic landscape.
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Affiliation(s)
- Lihe Jiang
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise, Guangxi, China
- Medical College, Guangxi University, Nanning, Guangxi, China
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Interdisciplinary Research Academy, Zhejiang Shuren University, Hangzhou, China
| | - Peili Wang
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise, Guangxi, China
- Medical College, Guangxi University, Nanning, Guangxi, China
| | - Yixuan Hou
- School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Baise, Guangxi, China
| | - Jingying Chen
- Department of General Surgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China
| | - Hua Li
- Department of General Surgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China
- Key Laboratory of Tumor Molecular Pathology of Baise, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China
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Chiang MR, Hsu CW, Pan WC, Tran NT, Lee YS, Chiang WH, Liu YC, Chen YW, Chiou SH, Hu SH. Reprogramming Dysfunctional Dendritic Cells by a Versatile Catalytic Dual Oxide Antigen-Captured Nanosponge for Remotely Enhancing Lung Metastasis Immunotherapy. ACS NANO 2025; 19:2117-2135. [PMID: 39739571 PMCID: PMC11760334 DOI: 10.1021/acsnano.4c09525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 12/06/2024] [Accepted: 12/16/2024] [Indexed: 01/02/2025]
Abstract
Dendritic cells (DCs) play a crucial role in initiating antitumor immune responses. However, in the tumor environment, dendritic cells often exhibit impaired antigen presentation and adopt an immunosuppressive phenotype, which hinders their function and reduces their ability to efficiently present antigens. Here, a dual catalytic oxide nanosponge (DON) doubling as a remotely boosted catalyst and an inducer of programming DCs to program immune therapy is reported. Intravenous delivery of DON enhances tumor accumulation via the marginated target. At the tumor site, DON incorporates cerium oxide nanozyme (CeO2)-coated iron oxide nanocubes as a peroxide mimicry in cancer cells, promoting sustained ROS generation and depleting intracellular glutathione, i.e., chemodynamic therapy (CDT). Upon high-frequency magnetic field (HFMF) irradiation, CDT accelerates the decomposition of H2O2 and the subsequent production of more reactive oxygen species, known as Kelvin's force laws, which promote the cycle between Fe3+/Fe2+ and Ce3+/Ce4+ in a sustainable active surface. HFMF-boosted catalytic DON promotes tumors to release tumor-associated antigens, including neoantigens and damage-associated molecular patterns. Then, the porous DON acts as an antigen transporter to deliver autologous tumor-associated antigens to program DCs, resulting in sustained immune stimulation. Catalytic DON combined with the immune checkpoint inhibitor (anti-PD1) in lung metastases suppresses tumors and improves survival over 40 days.
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Affiliation(s)
- Min-Ren Chiang
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Chin-Wei Hsu
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Wan-Chi Pan
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Ngoc-Tri Tran
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Yu-Sheng Lee
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Wen-Hsuan Chiang
- Department
of Chemical Engineering, National Chung
Hsing University, Taichung 402, Taiwan
| | - Yu-Chen Liu
- Laboratory for Human Immunology (Single Cell Genomics), WPI Immunology
Frontier Research Center, Center for Infectious Disease Education and Research
(CiDER)Osaka University, Osaka 565-0871, Japan
| | - Ya-Wen Chen
- National
Institute of Cancer Research, National Health
Research Institutes, Miaoli County 35053, Taiwan
| | - Shih-Hwa Chiou
- Institute
of Pharmacology, College of Medicine, National
Yang Ming Chiao Tung University, Hsinchu, Taipei 112304, Taiwan
- Department
of Medical Research, Veterans General Hospital, Taipei, Taipei 112304, Taiwan
| | - Shang-Hsiu Hu
- Department
of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan
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Elimam H, Zaki MB, Abd-Elmawla MA, Darwish HA, Hatawsh A, Aborehab NM, Mageed SSA, Moussa R, Mohammed OA, Abdel-Reheim MA, Doghish AS. Natural products and long non-coding RNAs in prostate cancer: insights into etiology and treatment resistance. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-024-03736-x. [PMID: 39825964 DOI: 10.1007/s00210-024-03736-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 12/14/2024] [Indexed: 01/20/2025]
Abstract
Globally, the incidence and death rates associated with cancer persist in rising, despite considerable advancements in cancer therapy. Although some malignancies are manageable by a mix of chemotherapy, surgery, radiation, and targeted therapy, most malignant tumors either exhibit poor responsiveness to early identification or endure post-treatment survival. The prognosis for prostate cancer (PCa) is unfavorable since it is a perilous and lethal malignancy. The capacity of phytochemical and nutraceutical chemicals to repress oncogenic lncRNAs and activate tumor suppressor lncRNAs has garnered significant attention as a possible strategy to diminish the development, proliferation, metastasis, and invasion of cancer cells. A potential technique to treat cancer and enhance the sensitivity of cancer cells to existing conventional therapies is the use of phytochemicals with anticancer characteristics. Functional studies indicate that lncRNAs modulate drug resistance, stemness, invasion, metastasis, angiogenesis, and proliferation via interactions with tumor suppressors and oncoproteins. Among them, numerous lncRNAs, such as HOTAIR, PlncRNA1, GAS5, MEG3, LincRNA-21, and POTEF-AS1, support the development of PCa through many molecular mechanisms, including modulation of tumor suppressors and regulation of various signal pathways like PI3K/Akt, Bax/Caspase 3, P53, MAPK cascade, and TGF-β1. Other lncRNAs, in particular, MALAT-1, CCAT2, DANCR, LncRNA-ATB, PlncRNA1, LincRNA-21, POTEF-AS1, ZEB1-AS1, SChLAP1, and H19, are key players in regulating the aforementioned processes. Natural substances have shown promising anticancer benefits against PCa by altering essential signaling pathways. The overexpression of some lncRNAs is associated with advanced TNM stage, metastasis, chemoresistance, and reduced survival. LncRNAs possess crucial clinical and transitional implications in PCa, as diagnostic and prognostic biomarkers, as well as medicinal targets. To impede the progression of PCa, it is beneficial to target aberrant long non-coding RNAs using antisense oligonucleotides or small interfering RNAs (siRNAs). This prevents them from transmitting harmful messages. In summary, several precision medicine approaches may be used to rectify dysfunctional lncRNA regulatory circuits, so improving early PCa detection and eventually facilitating the conquest of this lethal disease. Due to their presence in biological fluids and tissues, they may serve as novel biomarkers. Enhancing PCa treatments mitigates resistance to chemotherapy and radiation.
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Affiliation(s)
- Hanan Elimam
- Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Sadat City, 32897, Egypt.
| | - Mohamed Bakr Zaki
- Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Sadat City, 32897, Egypt
| | - Mai A Abd-Elmawla
- Department of Biochemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Hebatallah A Darwish
- Department of Biochemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
- Pharmacology, Toxicology and Biochemistry Department, Faculty of Pharmacy, Future University in Egypt, Cairo, Egypt
| | - Abdulrahman Hatawsh
- Biotechnology School, Nile University, 26Th of July Corridor, Sheikh Zayed City, 12588, Giza, Egypt
| | - Nora M Aborehab
- Department of Biochemistry, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
| | - Sherif S Abdel Mageed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Rewan Moussa
- School Faculty of Medicine, Helwan University, Cairo, 11795, Egypt
| | - Osama A Mohammed
- Department of Pharmacology, College of Medicine, University of Bisha, 61922, Bisha, Saudi Arabia
| | | | - Ahmed S Doghish
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, , 11829, Cairo, Egypt
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11231, Cairo, Egypt
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18
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Wang W, Jiao Y, Du X, Ye Z. Immune-related glycosylation genes based classification predicts prognosis and therapy options of osteosarcoma. Gene 2025; 933:148985. [PMID: 39369757 DOI: 10.1016/j.gene.2024.148985] [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: 07/27/2024] [Revised: 10/02/2024] [Accepted: 10/03/2024] [Indexed: 10/08/2024]
Abstract
Osteosarcoma is the most common primary bone malignancy, with a very poor prognosis. Aberrant glycosylation is close involvement in osteosarcoma. Accordingly, this study aimed at investigating the role of glycosylation genes in the prognosis and therapy options of osteosarcoma. The microenvironment of osteosarcoma was assessed using estimate algorithm. A total of 20 immune-related glycosylation genes (IRGGs) was identified using Pearson correlation analysis. Accordingly, osteosarcoma patients were divided into C1 and C2 type using consensus clustering. Multiple algorithms (Xcell, MCP-counter, ssGSEA, epic, quantiseq), cancer immune cycle analysis, and GSVA were applied to estimate the immune, molecule and metabolism characteristics of osteosarcoma, indicating that C1 type was featured with high immune infiltration, high glycosylation, enriched MEK signaling, and good prognosis, while C2 type was characterized by more metastasis, enriched immunotherapy-positive gene signatures, high tumor mutation burden, and poor prognosis. Results from TIDE algorithm and immunotherapy datasets suggested the C2 type's preference of immune checkpoint inhibitors (ICIs), while data of GDSC, CMap analysis and cell experiments indicated that C1 type was sensitivity to MEK inhibitor PD0325901. In addition, univariate Cox and Lasso analysis was combined to establish an IRGGs' risk score containing 6 genes (B3GNT8, FUT7, GAL3ST4, GALNT14, HS3ST2, and MFNG). The data of DCA and ROC indicated its well prediction of prognosis in osteosarcoma. Finally, cellular location analysis showed that the 6 genes not only distributed in tumor cells but also in immune cells. In summary, the classification and risk score based on IRGGs effectively predicted the prognosis and therapy options of osteosarcoma. Further studies on IRGGs may contribute to the understanding of cancer immunity in osteosarcoma.
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Affiliation(s)
- Wen Wang
- Zhejiang University, Hangzhou, Zhejiang 310058, China; Department of Orthopedics, Fenghua People's Hospital, 36 Gongyuan Road, Ningbo, Zhejiang 315502, China; Department of Orthopedics, Musculoskeletal Tumor Center, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang 310009, China
| | - Yunjia Jiao
- Clinical Laboratory, Minhang Hospital, Fudan University, No. 170, Xinsong Road, Shanghai 201199, China
| | - Xiaojing Du
- Shanghai East Hospital, Tongji University School of Medicine, Shanghai 200120, China.
| | - Zhaoming Ye
- Zhejiang University, Hangzhou, Zhejiang 310058, China; Department of Orthopedics, Musculoskeletal Tumor Center, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang 310009, China.
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19
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Stenzel PJ, Thomas A, Schindeldecker M, Macher-Goeppinger S, Porubsky S, Haferkamp A, Tsaur I, Roth W, Tagscherer KE. Tumor-infiltrating plasma cells are a prognostic factor in penile squamous cell carcinoma. Virchows Arch 2025:10.1007/s00428-024-04013-1. [PMID: 39810000 DOI: 10.1007/s00428-024-04013-1] [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: 07/11/2024] [Revised: 12/11/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025]
Abstract
Penile cancer (PeCa) is a rare disease with poor prognosis in the metastatic stage. Neither effective adjuvant nor palliative therapeutic options are available. Research efforts in this field have so far failed to establish robust predictors of survival. To identify prognostic targets in PeCa, the current project focused on characterizing the tumor microenvironment (TME). A study cohort of 93 men with PeCa was used for the construction of a tissue microarray and immunohistochemical staining for CD3, CD4, CD8, CD20, CD56, CD138, FoxP3, and PD-L1. The quantity and spatial distribution of tumor-infiltrating immune cells were analyzed using digital image analysis. PD-L1 staining of tumor and immune cells was manually scored (combined positivity score (CPS)). T cells, T helper cells, cytotoxic T cells (CTLs), and regulatory T cells were detected in > 90% of PeCa and B cells in 88%, plasma cells in 85%, and NK cells in 23%. Approximately 50% of the PeCa samples were PD-L1 positive. In the univariate survival analysis, high PD-L1 CPS, plasma cells, CTLs, and B cells were significantly associated with favorable overall survival (OS), and the latter two with adverse recurrence-free survival. In multivariate analysis, plasma cells remained a significant factor for favorable OS (p = 0.04). In this study, the immune cells in the TME, especially plasma cells, were favorably associated with patient survival compared to other established prognostic factors in PeCa. Contemporarily, plasma cells have been discussed in the light of contributing to responses to modern immunotherapies. The results of this study support this notion.
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Affiliation(s)
- P J Stenzel
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany.
- Dr. Senckenberg Institute of Pathology, University Medical Center Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany.
| | - A Thomas
- Department of Urology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - M Schindeldecker
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - S Macher-Goeppinger
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - S Porubsky
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - A Haferkamp
- Department of Urology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - I Tsaur
- Department of Urology, University Hospital Tübingen, Hoppe-Seyler-Str. 3, 72076, Tuebingen, Germany
| | - W Roth
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
| | - K E Tagscherer
- Institute of Pathology, University Medical Center Mainz, Langenbeckstr. 1, 55131, Mainz, Germany
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20
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Chen Z, Mei K, Tan F, Zhou Y, Du H, Wang M, Gu R, Huang Y. Integrative multi-omics analysis for identifying novel therapeutic targets and predicting immunotherapy efficacy in lung adenocarcinoma. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2025; 8:3. [PMID: 39935429 PMCID: PMC11810459 DOI: 10.20517/cdr.2024.91] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 12/18/2024] [Accepted: 12/31/2024] [Indexed: 02/13/2025]
Abstract
Aim: Lung adenocarcinoma (LUAD), the most prevalent subtype of non-small cell lung cancer (NSCLC), presents significant clinical challenges due to its high mortality and limited therapeutic options. The molecular heterogeneity and the development of therapeutic resistance further complicate treatment, underscoring the need for a more comprehensive understanding of its cellular and molecular characteristics. This study sought to delineate novel cellular subpopulations and molecular subtypes of LUAD, identify critical biomarkers, and explore potential therapeutic targets to enhance treatment efficacy and patient prognosis. Methods: An integrative multi-omics approach was employed to incorporate single-cell RNA sequencing (scRNA-seq), bulk transcriptomic analysis, and genome-wide association study (GWAS) data from multiple LUAD patient cohorts. Advanced computational approaches, including Bayesian deconvolution and machine learning algorithms, were used to comprehensively characterize the tumor microenvironment, classify LUAD subtypes, and develop a robust prognostic model. Results: Our analysis identified eleven distinct cellular subpopulations within LUAD, with epithelial cells predominating and exhibiting high mutation frequencies in Tumor Protein 53 (TP53) and Titin (TTN) genes. Two molecular subtypes of LUAD [consensus subtype (CS)1 and CS2] were identified, each showing distinct immune landscapes and clinical outcomes. The CS2 subtype, characterized by increased immune cell infiltration, demonstrated a more favorable prognosis and higher sensitivity to immunotherapy. Furthermore, a multi-omics-driven machine learning signature (MOMLS) identified ribonucleotide reductase M1 (RRM1) as a critical biomarker associated with chemotherapy response. Based on this model, several potential therapeutic agents targeting different subtypes were proposed. Conclusion: This study presents a comprehensive multi-omics framework for understanding the molecular complexity of LUAD, providing insights into cellular heterogeneity, molecular subtypes, and potential therapeutic targets. Differential sensitivity to immunotherapy among various cellular subpopulations was identified, paving the way for future immunotherapy-focused research.
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Affiliation(s)
- Zilu Chen
- Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
- Authors contributed equally
| | - Kun Mei
- Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
- Department of Cardiothoracic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou 213003, Jiangsu, China
- Authors contributed equally
| | - Foxing Tan
- Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
| | - Yuheng Zhou
- Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
| | - Haolin Du
- Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
| | - Min Wang
- Department of Cardiothoracic Surgery, The Third Affiliated Hospital of Soochow University, Changzhou 213003, Jiangsu, China
| | - Renjun Gu
- School of Chinese Medicine and School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu, China
- Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing 210046, Jiangsu, China
| | - Yan Huang
- Department of Ultrasound, Nanjing Hospital of Chinese Medicine Affiliated with Nanjing University of Chinese Medicine, Nanjing 210022, Jiangsu, China
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21
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Masci I, Bozal C, Lezón C, Martin M, Brites F, Bonetto J, Alvarez L, Kurtz M, Tasat D. Exposure to airborne particulate matter and undernutrition in young rats: An in-depth histopathological and biochemical study on lung and excretory organs. Food Chem Toxicol 2025; 197:115246. [PMID: 39793949 DOI: 10.1016/j.fct.2025.115246] [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: 11/10/2024] [Revised: 12/13/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
Environmental stressors, such as air particulate matter (PM) and nutrient deficiencies, can significantly impact crucial organs involved in detoxifying xenobiotics, including lungs, liver, and kidneys, especially in vulnerable populations like children. This study investigated the effect of 4-week exposure to Residual Oil Fly Ash (ROFA) on these organs in young rats under growth-restricted nutrition (NGR). We assessed histological, histomorphometric and biochemical parameters. ROFA exposure induced histological changes and inflammation in all three organs when compared to control (C) animals. Specifically, in lungs ROFA caused a significant reduction in alveolar airspace (C: 55.8 ± 1.8% vs. ROFA: 38.7 ± 3.0%, p < 0.01) and alveolar number along with changes in alveolar size distribution, and disruption of the smooth muscle layer which may impaired respiratory function. In the liver, ROFA increased binucleated cells, macro and microvesicles and both AST and ALT serum biomarkers (AST: C = 77.7 ± 1.3 vs. ROFA = 81.6 ± 1.3, p < 0.05; ALT: C = 44.5 ± 0.9 vs. ROFA = 49.4 ± 1.3, p < 0.05). In the kidneys, a reduced Bowman's space (C: 2.15 ± 0.2 mm2 vs. ROFA: 1.74 ± 0.2 mm2, p < 0.05) was observed, indicative of glomerular filtration failure. NGR alone reduced Bowman's space (C: 2.15 ± 0.2 mm2 vs. NGR: 1.06 ± 0.1 mm2, p < 0.001). In lung and liver NGR showed higher levels of proinflammatory cytokine IL-6 (p < 0.01 and p < 0.001, respectively) when compared to C. In conclusion, both stressors negatively affected lung and excretory organs in young rats, with nutritional status further modulating the physiological response to ROFA. These findings highlight the compounded risks posed by environmental pollutants and poor nutrition in vulnerable populations.
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Affiliation(s)
- Ivana Masci
- Laboratorio de Bio-Toxicología Ambiental, Instituto de Tecnologías Emergentes y Ciencias Aplicadas. Escuela de Ciencia y Tecnología, Universidad Nacional de San Martín - CONICET, San Martín, Buenos Aires, Argentina
| | - Carola Bozal
- Cátedra de Histología y Embriología. Facultad de Odontología, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Christian Lezón
- Cátedra de Fisiología. Facultad de Odontología, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Maximiliano Martin
- Laboratorio de Lípidos y Lipoproteínas, Departamento de Bioquímica Clínica. Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Fernando Brites
- Laboratorio de Lípidos y Lipoproteínas, Departamento de Bioquímica Clínica. Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Julián Bonetto
- Laboratorio de Bio-Toxicología Ambiental, Instituto de Tecnologías Emergentes y Ciencias Aplicadas. Escuela de Ciencia y Tecnología, Universidad Nacional de San Martín - CONICET, San Martín, Buenos Aires, Argentina
| | - Laura Alvarez
- Laboratorio de Efectos Biológicos de Contaminantes Ambientales, Departamento de Bioquímica Humana. Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Melisa Kurtz
- Laboratorio de Bio-Toxicología Ambiental, Instituto de Tecnologías Emergentes y Ciencias Aplicadas. Escuela de Ciencia y Tecnología, Universidad Nacional de San Martín - CONICET, San Martín, Buenos Aires, Argentina.
| | - Deborah Tasat
- Laboratorio de Bio-Toxicología Ambiental, Instituto de Tecnologías Emergentes y Ciencias Aplicadas. Escuela de Ciencia y Tecnología, Universidad Nacional de San Martín - CONICET, San Martín, Buenos Aires, Argentina; Cátedra de Anatomía Patológica. Facultad de Odontología, Universidad de Buenos Aires, Buenos Aires, Argentina
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22
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Hu Y, Qin S, Deng R. Impact of glioma metabolism-related gene ALPK1 on tumor immune heterogeneity and the regulation of the TGF-β pathway. Front Immunol 2025; 15:1512491. [PMID: 39845963 PMCID: PMC11753219 DOI: 10.3389/fimmu.2024.1512491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 12/16/2024] [Indexed: 01/24/2025] Open
Abstract
Background Recent years have seen persistently poor prognoses for glioma patients. Therefore, exploring the molecular subtyping of gliomas, identifying novel prognostic biomarkers, and understanding the characteristics of their immune microenvironments are crucial for improving treatment strategies and patient outcomes. Methods We integrated glioma datasets from multiple sources, employing Non-negative Matrix Factorization (NMF) to cluster samples and filter for differentially expressed metabolic genes. Additionally, we utilized Weighted Gene Co-expression Network Analysis (WGCNA) to identify key genes. A predictive model was developed utilizing the optimal consistency index derived from a combination of 101 machine learning techniques, and its effectiveness was confirmed through multiple datasets employing different methodologies. In-depth analyses were conducted on immune cell infiltration and tumor microenvironmental aspects. Single-cell sequencing data were employed for clustering and differential expression analysis of genes associated with glioma. Finally, the immune relevance of the model gene ALPK1 in the context of pan-cancer was explored, including its relationship with immune checkpoints. Results The application of NMF, coupled with differential analysis of metabolic-related genes, led to the identification of two clusters exhibiting significant differences in survival, age, and metabolic gene expression among patients. Core genes were identified through WGCNA, and a total of 101 machine learning models were constructed, with LASSO+GBM selected as the optimal model, demonstrating robust validation performance. Comprehensive analyses revealed that high-risk groups exhibited greater expression of specific genes, with ALPK1 showing significant correlations with immune regulation. Conclusion This research employed a multi-dataset strategy and various methods to clarify the differences in metabolic traits and immune conditions in glioma patients, while creating an innovative prognostic risk evaluation framework. These results offer fresh perspectives on the intricate biological processes that define gliomas.
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Affiliation(s)
- YaoFeng Hu
- Department of Neurological Care Unit, The First Affiliated Hospital of YangTze University, Jingzhou, Hubei, China
| | - Sen Qin
- Department of Orthopedics, The First Affiliated Hospital of YangTze University, Jingzhou, Hubei, China
| | - RuCui Deng
- Department of Neurological Care Unit, The First Affiliated Hospital of YangTze University, Jingzhou, Hubei, China
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23
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Abbas S, Shafik R, Soomro N, Heer R, Adhikari K. AI predicting recurrence in non-muscle-invasive bladder cancer: systematic review with study strengths and weaknesses. Front Oncol 2025; 14:1509362. [PMID: 39839785 PMCID: PMC11746116 DOI: 10.3389/fonc.2024.1509362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 12/09/2024] [Indexed: 01/23/2025] Open
Abstract
Background Non-muscle-invasive Bladder Cancer (NMIBC) is notorious for its high recurrence rate of 70-80%, imposing a significant human burden and making it one of the costliest cancers to manage. Current prediction tools for NMIBC recurrence rely on scoring systems that often overestimate risk and lack accuracy. Machine learning (ML) and artificial intelligence (AI) are transforming oncological urology by leveraging molecular and clinical data to enhance predictive precision. Methods This comprehensive review critically examines ML-based frameworks for predicting NMIBC recurrence. A systematic literature search was conducted, focusing on the statistical robustness and algorithmic efficacy of studies. These were categorised by data modalities (e.g., radiomics, clinical, histopathological, genomic) and types of ML models, such as neural networks, deep learning, and random forests. Each study was analysed for strengths, weaknesses, performance metrics, and limitations, with emphasis on generalisability, interpretability, and cost-effectiveness. Results ML algorithms demonstrate significant potential, with neural networks achieving accuracies of 65-97.5%, particularly with multi-modal datasets, and support vector machines averaging around 75%. Models combining multiple data types consistently outperformed single-modality approaches. However, challenges include limited generalisability due to small datasets and the "black-box" nature of advanced models. Efforts to enhance explainability, such as SHapley Additive ExPlanations (SHAP), show promise but require refinement for clinical use. Conclusion This review illuminates the nuances, complexities and contexts that influence the real-world advancement and adoption of these AI-driven techniques in precision oncology. It equips researchers with a deeper understanding of the intricacies of the ML algorithms employed. Actionable insights are provided for refining algorithms, optimising multimodal data utilisation, and bridging the gap between predictive accuracy and clinical utility. This rigorous analysis serves as a roadmap to advance real-world AI applications in oncological care, highlighting the collaborative efforts and robust datasets necessary to translate these advancements into tangible benefits for patient management.
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Affiliation(s)
- Saram Abbas
- School of Engineering, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Rishad Shafik
- School of Engineering, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Naeem Soomro
- Department of Urology, Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - Rakesh Heer
- Division of Surgery, Imperial College London, London, United Kingdom
- Centre for Cancer, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kabita Adhikari
- School of Engineering, Newcastle University, Newcastle Upon Tyne, United Kingdom
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24
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Xu Q, Wang J, Wang J, Zhang O, Gao Y, Cui X, Zhao C, Liu F, Chen X. Integrative Analysis of the Role of MRPL21 in Human Pan-Cancer and Its Relationship with the Progression of Lung Adenocarcinoma. Mol Biotechnol 2025:10.1007/s12033-024-01348-7. [PMID: 39775548 DOI: 10.1007/s12033-024-01348-7] [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: 06/26/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025]
Abstract
Mitochondrial ribosomal protein L21 (MRPL21) is essential for normal cell function and may play a significant role in cancer development. In this study, we performed a comprehensive pan-cancer analysis to explore MRPL21's function across different cancers, utilizing multiple online data platforms such as TCGA. Our analysis covered its clinical significance and biological functions, including expression levels, survival and diagnostic analysis, gene mutations, multidimensional immune-correlation analysis, tumor heterogeneity, and cancer-associated signaling pathways. Additionally, we constructed a prognostic nomogram for lung adenocarcinoma (LUAD) patients based on MRPL21 and validated its biological function through in vitro experiments. Our findings revealed that MRPL21 is commonly overexpressed in various cancers and is associated with poor prognosis. It significantly impacts cancer-related pathways, particularly those related to cell cycle activation. Moreover, MRPL21 is critical in the tumor microenvironment and is closely linked to immune infiltration across several cancer types. Its expression correlates with essential factors such as tumor mutational burden, microsatellite instability, immune checkpoint, and methylation patterns. In LUAD, MRPL21 was identified as an independent risk factor and demonstrated that MRPL21 promotes LUAD progression. Overall, MRPL21 holds potential as both a diagnostic and prognostic marker in cancer and could serve as a promising therapeutic target, particularly for LUAD.
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Affiliation(s)
- Qi Xu
- Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Nanyang Medical College, Nanyang, China
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jiale Wang
- Department of Internal Medicine, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jing Wang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ou Zhang
- The First Affiliated Hospital of Nanyang Medical College, Nanyang, China
| | - Yuwan Gao
- The First Affiliated Hospital of Nanyang Medical College, Nanyang, China
| | - Xiaoqiao Cui
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Chengyi Zhao
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Feng Liu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China.
| | - Xiaohui Chen
- Department of Breast and Thyroid Surgery, The Second Affiliated Hospital of Guilin Medical University, Guilin, China.
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25
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Liu Z, Zhang C, Xiao J, He Y, Liang H, Huang J, Cai Z, Yi Z, Chen M, Li Y, Zhang J, liu F, Ren P, Li H, Chen J, Fan B, Hu J, Zu X, Deng D. TBX3 shapes an immunosuppressive microenvironment and induces immunotherapy resistance. Theranostics 2025; 15:1966-1986. [PMID: 39897553 PMCID: PMC11780534 DOI: 10.7150/thno.103175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 12/28/2024] [Indexed: 02/04/2025] Open
Abstract
Background: Identifying biomarkers that predict immunotherapy efficacy and discovering new targets for combination therapies are critical elements for improving the prognosis of bladder cancer (BLCA) patients. Methods: Firstly, we explored the expression patterns of TBX3 in normal and pan-cancer tissues and the correlation between TBX3 and the immune microenvironment using data from multiple public databases. Then, we combined various techniques, including bulk RNA sequencing, single-cell RNA sequencing, high-throughput cytokine arrays, functional experiments, ProcartaPlex multiplex immunoassays and TissueFAXS panoramic tissue quantification assays, to demonstrate that TBX3 shapes an immunosuppressive tumor microenvironment (TME) in BLCA. Results: We identified TBX3 as a key factor associated with the immunosuppressive microenvironment in BLCA through a systematic multi-omics analysis. We found that TBX3 is primarily expressed in malignant cells, where TBX3high tumor cells increase the secretion of TGFβ1, which promotes the infiltration of cancer-associated fibroblasts (CAFs), thereby forming an immunosuppressive microenvironment. We further demonstrated that TBX3 enhances TGFβ1 expression by binding to the TGFβ1 promoter, and blocking TGFβ1 counteracts the immunosuppressive effects of TBX3. Moreover, TBX3 reduced the cancer-killing efficiency of CD8+ T cells by decreasing the proportion of GZMB+ CD8+ T cells, and knocking down TBX3 combined with anti-PD-1 treatment increased CD8+ T cell infiltration and reduced CAFs in vivo. We also validated the inverse relationship between TBX3+ malignant cells and CD8+ T cells and the positive relationship with CAFs in tissue microarrays. Lastly, we found that TBX3 predicted immunotherapy efficacy in our real-world immunotherapy cohort and multiple public cohorts. Conclusion: In summary, TBX3 promotes BLCA progression and immunotherapy resistance by inducing an immunosuppressive microenvironment, and targeting TBX3 could enhance the efficacy of immunotherapy for BLCA.
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Affiliation(s)
- Zhi Liu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- Department of Urology, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China
| | - Chunyu Zhang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiatong Xiao
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Yunbo He
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Haisu Liang
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Jinliang Huang
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Zhiyong Cai
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Zhenglin Yi
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Mingfeng Chen
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Yixiao Li
- Department of Urology, The second people's Hospital of Hunan province, Changsha, China
| | - Jun Zhang
- Department of Imaging, The first people's Hospital of Kaili city, Kaili, China
| | - Fenglian liu
- Department of Urology, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China
| | - Peng Ren
- Department of Urology, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China
| | - Huihuang Li
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Jinbo Chen
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Benyi Fan
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Jiao Hu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
| | - Xiongbing Zu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- Department of Urology, The First Affiliated Hospital of Hunan Normal University, Hunan Normal University, Changsha, China
| | - Dingshan Deng
- Department of Urology, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders and FuRong Laboratory, Xiangya Hospital, Central South University, Changsha, China
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Chen L, Xu Q, Chen W, Liu J, Xu T, Yang J, Ji L. Tumor-colonizing Lachnoclostridium-mediated chemokine expression enhances the immune infiltration of bladder urothelial carcinoma. Cancer Immunol Immunother 2025; 74:62. [PMID: 39751930 PMCID: PMC11698707 DOI: 10.1007/s00262-024-03916-x] [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: 09/29/2024] [Accepted: 12/02/2024] [Indexed: 01/04/2025]
Abstract
Limited research into the tumor immune microenvironment (TIME) for bladder urothelial carcinoma (BUC), particularly the neglect of the intratumoral microbiota, has hindered the development of immunotherapies targeting BUC. Here, we collect 401 patients with BUC with host transcriptome samples and matched tumor microbiome samples from The Cancer Genome Atlas database. Besides, two independent BUC cohorts receiving immunotherapy were obtained. First, we find that the TIME profile is closely related to the prognosis of patients with BUC. Additionally, the genus Lachnoclostridium in tumors could regulate the accumulation of chemokines to recruit immune cell populations into bladder tumors. Among them, chemokines include CCL3, CCL4, CXCL9, CXCL10, and CXCL11, and immune cells mainly involve macrophages and CD8+ T cells. Analyses based on two independent immunotherapy cohorts suggest that these immune-related chemokines strongly influence the immunotherapeutic efficacy of BUC. Furthermore, drug predictive analyses show that immune-related chemokines impact patients' sensitivity to diverse drugs. These results suggest a dual role of immune-related chemokines in combination therapy against BUC. Collectively, our study provides new insights into the regulation of TIME by intratumoral microbiota and provides guidance for improving immunotherapy against BUC.
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Affiliation(s)
- Liang Chen
- Department of Urology, Peking University People's Hospital, Beijing, 100044, China.
| | - Qingquan Xu
- Department of Urology, Peking University People's Hospital, Beijing, 100044, China
| | - Weinan Chen
- Department of Urology, Peking University People's Hospital, Beijing, 100044, China
| | - Jun Liu
- Department of Urology, Peking University People's Hospital, Beijing, 100044, China
| | - Tao Xu
- Department of Urology, Peking University People's Hospital, Beijing, 100044, China
| | | | - Lei Ji
- Geneis Beijing Co., Ltd, Beijing, 100102, China
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Razzaghdoust A, Jafari A, Mahdavi A, Mofid B, Basiri A. Diffusion-weighted MRI-Derived ADC and tumor volume as predictive imaging markers for neoadjuvant chemotherapy response in muscle-invasive bladder cancer. BMC Med Imaging 2025; 25:3. [PMID: 39748277 PMCID: PMC11697954 DOI: 10.1186/s12880-024-01547-3] [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: 10/21/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND This prospective study tested the hypothesis that the apparent diffusion coefficient (ADC) value and tumor volume (TV) measured in diffusion-weighted magnetic resonance imaging (DW-MRI) before, during, and after the treatment are quantitative imaging markers to assess tumor response in muscle-invasive bladder cancer (MIBC) patients undergoing neoadjuvant chemotherapy (NAC). METHODS Multi-parametric MRI was prospectively done for MIBC patients at 3 time points. Pre-treatment ADC value, pre-treatment TV, as well as, percent of changes (ΔADC%, and ΔTV%) in these parameters at mid- and post-treatment relative to baseline were calculated and compared between the patients with and without clinical complete response (CR). Also, further analysis was carried out based on the groups of patients with and without overall response (OR). Two different methods of ADC estimation including single-slice ADC measurement (ADCsingle-slice) and whole-lesion ADC measurement (ADCwhole-lesion) were used. RESULTS A total of 50 eligible patients were included in the analysis. Of these, 20 patients (40%) showed clinical CR to treatment, while 30 (60%) did not. Our results showed that although there was no significant difference between the two groups of patients with and without CR in terms of mid-treatment ΔADC% and mid-treatment ΔTV%, significant differences were observed in terms of the pre-treatment ADC (p < 0.01), pre-treatment TV (p < 0.001), post-treatment ΔADC% (p < 0.05), and post-treatment ΔTV% (p < 0.05). The results of the OR-based analysis were in line with the CR-based results. There was also a strong and significant correlation between ADCsingle-slice and ADCwhole-lesion measurements (r > 0.9, P < 0.001). CONCLUSION Pre-treatment ADC, pre-treatment TV, post-treatment ΔADC%, and post-treatment ΔTV% could be considered as promising quantitative imaging markers of tumor response in MIBC patients undergoing NAC. Moreover, mid-treatment ΔADC% and mid-treatment ΔTV% should not be used as predictors of tumor response in these patients. Further larger studies are required to confirm these results.
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Affiliation(s)
- Abolfazl Razzaghdoust
- Urology and Nephrology Research Center, Research Institute for Urology and Nephrology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Anya Jafari
- Department of Radiation Oncology, Shohada-e Tajrish Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arash Mahdavi
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Bahram Mofid
- Department of Radiation Oncology, Shohada-e Tajrish Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Abbas Basiri
- Urology and Nephrology Research Center, Research Institute for Urology and Nephrology, Shahid Labbafinejad Hospital, Shahid Beheshti University of Medical Sciences, No.103, Shahid Jafari St., Pasdaran Ave., Tehran, 1666677951, Iran.
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Teke K, Yılmaz H, Baltacı S, Akgül M, Şahin B, Türkeri L, Bozkurt O, Yücetaş U, Aslan G, Bolat D, İzol V, Özkan TA, Eskiçorapçi S. Analysis of risk factors for cancer-specific survival in neoadjuvant chemotherapy nonresponsive disease of muscle-invasive bladder cancer: A multicentre study from the Turkish Urooncology Association Bladder Tumor study group. Urol Oncol 2025; 43:61.e11-61.e18. [PMID: 39353827 DOI: 10.1016/j.urolonc.2024.09.006] [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: 03/29/2024] [Revised: 08/16/2024] [Accepted: 09/05/2024] [Indexed: 10/04/2024]
Abstract
OBJECTIVE To investigate the risk factors affecting cancer-specific survival (CSS) in nonresponsive disease to neoadjuvant chemotherapy (NAC) among patients with muscle-invasive bladder cancer (MIBC) who were treated with NAC and radical cystectomy (RC). METHODS Patients with MIBC who underwent NAC and RC were retrospectively examined. By comparing clinical and pathological stages, patients whose pathological stage was lower than clinical stage were categorized as "NAC-responsive" and the remainder as "NAC-non-responsive." Apart from pathologic staging, variables compared between groups included age, gender, Eastern Cooperative Oncology Group (ECOG) score, clinical stages, NAC type and cycle number, durations between MIBC diagnosis and NAC initiation and RC, presence of hydronephrosis, number of lymph nodes removed, and variant histology of urothelial bladder cancer. CSS analysis was performed by construction of Kaplan-Meier survival curves and multivariable Cox regression was performed to identify the prognosticators in the NAC-non-responsive-group. RESULTS Ninety-two patients were included with a mean age was 61.5 ± 8.5 years, of whom 84.8% were men. The NAC regimen used was predominantly gemcitabine-cisplatin (88%) and the median cycle number was 4. Fifty-six (60.9%) patients were NAC-non-responsive. There was a significantly lower proportion of patients receiving ≥4 cycles (46.4% vs. 66.7%) and a higher rate of patients with ECOG score ˃1 (33.9% vs. 11.1%) in the NAC-non-responsive-group compared to the NAC-responsive-group (both P < 0.05). Other variables were similar between groups. In multivariable analysis, only ypN+ was found to be an independent prognosticator for CSS in NAC-non-responsive-group (HR: 2.725, CI95%:1.017-7.303). CONCLUSION Although higher ECOG scores and lower cycle numbers appears to be associated factors in NAC-non-responsive disease, only ypN(+) status was a prognosticator for CSS in this population.
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Affiliation(s)
- Kerem Teke
- Department of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey.
| | - Hasan Yılmaz
- Department of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey
| | - Sümer Baltacı
- Department of Urology, Ankara University School of Medicine, Ankara, Turkey
| | - Murat Akgül
- Department of Urology, Umraniye Training and Research Hospital, Istanbul, Turkey
| | - Bahadır Şahin
- Department of Urology, Marmara University School of Medicine, Istanbul, Turkey
| | - Levent Türkeri
- Department of Urology, Acıbadem M.A. Aydınlar University Altuzinade Hospital, Istanbul, Turkey
| | - Ozan Bozkurt
- Department of Urology, Dokuz Eylül Üniversitesi School of Medicine, İzmir, Turkey
| | - Uğur Yücetaş
- Department of Urology, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Güven Aslan
- Department of Urology, Dokuz Eylül Üniversitesi School of Medicine, İzmir, Turkey
| | - Deniz Bolat
- Department of Urology, Bozyaka Training and Research Hospital, İzmir, Turkey
| | - Volkan İzol
- Department of Urology, Çukurova University School of Medicine, Adana, Turkey
| | - T Alp Özkan
- Private Uro-Tıp Uroloji Diagnosis Center, Kocaeli, Turkey
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29
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Tian S, Xu M, Geng X, Fang J, Xu H, Xue X, Hu H, Zhang Q, Yu D, Guo M, Zhang H, Lu J, Guo C, Wang Q, Liu S, Zhang W. Network Medicine-Based Strategy Identifies Maprotiline as a Repurposable Drug by Inhibiting PD-L1 Expression via Targeting SPOP in Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410285. [PMID: 39499771 PMCID: PMC11714211 DOI: 10.1002/advs.202410285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/21/2024] [Indexed: 11/07/2024]
Abstract
Immune checkpoint inhibitors (ICIs) are drugs that inhibit immune checkpoint (ICP) molecules to restore the antitumor activity of immune cells and eliminate tumor cells. Due to the limitations and certain side effects of current ICIs, such as programmed death protein-1, programmed cell death-ligand 1, and cytotoxic T lymphocyte-associated antigen 4 (CTLA4) antibodies, there is an urgent need to find new drugs with ICP inhibitory effects. In this study, a network-based computational framework called multi-network algorithm-driven drug repositioning targeting ICP (Mnet-DRI) is developed to accurately repurpose novel ICIs from ≈3000 Food and Drug Administration-approved or investigational drugs. By applying Mnet-DRI to PD-L1, maprotiline (MAP), an antidepressant drug is repurposed, as a potential PD-L1 modifier for colorectal and lung cancers. Experimental validation revealed that MAP reduced PD-L1 expression by targeting E3 ubiquitin ligase speckle-type zinc finger structural protein (SPOP), and the combination of MAP and anti-CTLA4 in vivo significantly enhanced the antitumor effect, providing a new alternative for the clinical treatment of colorectal and lung cancer.
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Affiliation(s)
- Saisai Tian
- Department of PhytochemistrySchool of PharmacySecond Military Medical UniversityShanghai200433China
| | - Mengting Xu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Xiangxin Geng
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Jiansong Fang
- Science and Technology Innovation CenterGuangzhou University of Chinese MedicineGuangzhou510006China
| | - Hanchen Xu
- Institute of Digestive DiseasesLonghua HospitalShanghai University of Traditional Chinese MedicineShanghai200032China
| | - Xinying Xue
- Department of Respiratory and Critical CareEmergency and Critical Care Medical CenterBeijing Shijitan HospitalCapital Medical UniversityBeijing100038China
| | - Hongmei Hu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Qing Zhang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Dianping Yu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Mengmeng Guo
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Hongwei Zhang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Jinyuan Lu
- Department of PhytochemistrySchool of PharmacySecond Military Medical UniversityShanghai200433China
| | - Chengyang Guo
- Department of PhytochemistrySchool of PharmacySecond Military Medical UniversityShanghai200433China
| | - Qun Wang
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Sanhong Liu
- Shanghai Frontiers Science Center of TCM Chemical BiologyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
| | - Weidong Zhang
- Department of PhytochemistrySchool of PharmacySecond Military Medical UniversityShanghai200433China
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao‐di HerbsInstitute of Medicinal Plant DevelopmentChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100193China
- The Research Center for Traditional Chinese MedicineShanghai Institute of Infectious Diseases and BiosafetyInstitute of Interdisciplinary Integrative Medicine ResearchShanghai University of Traditional Chinese MedicineShanghai201203China
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30
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Wu H, Chen S, Li X, Li Y, Shi H, Qing Y, Shi B, Tang Y, Yan Z, Hao Y, Wang D, Liu W. RNA modifications in cancer. MedComm (Beijing) 2025; 6:e70042. [PMID: 39802639 PMCID: PMC11718328 DOI: 10.1002/mco2.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 11/12/2024] [Accepted: 11/14/2024] [Indexed: 01/16/2025] Open
Abstract
RNA modifications are emerging as critical cancer regulators that influence tumorigenesis and progression. Key modifications, such as N6-methyladenosine (m6A) and 5-methylcytosine (m5C), are implicated in various cellular processes. These modifications are regulated by proteins that write, erase, and read RNA and modulate RNA stability, splicing, translation, and degradation. Recent studies have highlighted their roles in metabolic reprogramming, signaling pathways, and cell cycle control, which are essential for tumor proliferation and survival. Despite these scientific advances, the precise mechanisms by which RNA modifications affect cancer remain inadequately understood. This review comprehensively examines the role RNA modifications play in cancer proliferation, metastasis, and programmed cell death, including apoptosis, autophagy, and ferroptosis. It explores their effects on epithelial-mesenchymal transition (EMT) and the immune microenvironment, particularly in cancer metastasis. Furthermore, RNA modifications' potential in cancer therapies, including conventional treatments, immunotherapy, and targeted therapies, is discussed. By addressing these aspects, this review aims to bridge current research gaps and underscore the therapeutic potential of targeting RNA modifications to improve cancer treatment strategies and patient outcomes.
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Affiliation(s)
- Han Wu
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Shi Chen
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Xiang Li
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Yuyang Li
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - He Shi
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Yiwen Qing
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Bohe Shi
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Yifei Tang
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Zhuoyi Yan
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Yang Hao
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Dongxu Wang
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Weiwei Liu
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
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Tan W, Xiao C, Ma M, Cao Y, Huang Z, Wang X, Kang R, Li Z, Li E. Role of non-coding RNA in lineage plasticity of prostate cancer. Cancer Gene Ther 2025; 32:1-10. [PMID: 39496938 DOI: 10.1038/s41417-024-00834-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 09/03/2024] [Accepted: 09/11/2024] [Indexed: 11/06/2024]
Abstract
The treatment of prostate cancer (PCa) has made great progress in recent years, but treatment resistance always develops and can even lead to fatal disease. Exploring the mechanism of drug resistance is of great significance for improving treatment outcomes and developing biomarkers with predictive value. It is increasingly recognized that mechanism of drug resistance in advanced PCa is related to lineage plasticity and tissue differentiation. Specifically, one of the mechanisms by which castration-resistant prostate cancer (CRPC) cells acquire drug resistance and transform into neuroendocrine prostate cancer (NEPC) cells is lineage plasticity. NEPC is a subtype of PCa that is highly aggressive and lethal, with a median survival of only 7 months. With the development of high-throughput RNA sequencing technology, more and more non-coding RNAs have been identified, which play important roles in different diseases through different mechanisms. Several ncRNAs have shown great potential in PCa lineage plasticity and as biomarkers. In the review, the role of ncRNA in PCa lineage plasticity and its use as biomarkers were reviewed.
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Affiliation(s)
- Wenhui Tan
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Changkai Xiao
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Min Ma
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China
| | - Youhan Cao
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Zhenguo Huang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Xiaolan Wang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Ran Kang
- Department of Urology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
| | - Zhenfa Li
- Affiliated Hengyang Hospital of Hunan Normal University & Hengyang Central Hospital, Hengyang, 421001, Hunan, China.
| | - Ermao Li
- Institute of Translational Medicine, Hengyang Medical College, University of South China, Hengyang, 421001, Hunan, China.
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32
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Zhu W, Wu J, Lai W, Li F, Zeng H, Li X, Su H, Liu B, Zhao X, Zou C, Xiao H, Luo Y. Harnessing machine learning and multi-omics to explore tumor evolutionary characteristics and the role of AMOTL1 in prostate cancer. Int J Biol Macromol 2025; 286:138402. [PMID: 39643184 DOI: 10.1016/j.ijbiomac.2024.138402] [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: 09/10/2024] [Revised: 11/14/2024] [Accepted: 12/03/2024] [Indexed: 12/09/2024]
Abstract
Although recent advancements have shed light on the crucial role of coordinated evolution among cell subpopulations in influencing disease progression, the full potential of these insights has not yet been fully harnessed in the clinical application of personalized precision medicine for prostate cancer (PCa). In this study, we utilized single-cell sequencing to identify the evolutionary characteristics of tumoral cell states and employed comprehensive bulk RNA sequencing to evaluate their potential as prognostic indicators and therapeutic targets. Leveraging advancements in artificial intelligence, we integrated machine learning with multi-omics to develop and validate the tumor evolutionary characteristic predictive indicator (TECPI). TECPI not only demonstrated superior prognostic performance compared to traditional clinical predictors and 81 previously published models but also improved patient outcomes by accurately identifying individuals who would benefit from immunotherapy and targeted therapies. Furthermore, we experimentally validated the critical role of AMOTL1 in PCa pharmacodynamics through its interaction with AR, pivotal for modulating the sensitivity to AR antagonist. Additionally, we demonstrated the generalizability and applicability of TECPI across pan-cancers. In summary, this study emphasizes the importance of understanding cellular diversity and dynamics within the tumor microenvironment to predict PCa progression and to guide targeted therapy effectively.
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Affiliation(s)
- Weian Zhu
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Jianjie Wu
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Wenjie Lai
- Department of Urology, Guangdong Second Provincial General Hospital, Jinan University, Guangzhou 510317, Guangdong, China
| | - Fengao Li
- Department of Urology, Shaoxing Hospital of Traditional Chinese Medicine, Zhejiang Chinese Medical University, Shaoxing 312000, Zhejiang, China
| | - Hengda Zeng
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Xiaoyang Li
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Huabin Su
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Bohao Liu
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Xiao Zhao
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Chen Zou
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Hengjun Xiao
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China
| | - Yun Luo
- Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510630, Guangdong, China.
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An Y, Guo C, Wang X, Liu J, Li Z, Ding J, Zhang Q, Zhou H, Xia B, Wang J, Yu Y, Wan C, Wang J, Dai J. USP18 Promotes Cholesterol Efflux and Mitigates Atherosclerosis by Deubiquitinating ABCG1. J Cell Mol Med 2025; 29:e70320. [PMID: 39804798 PMCID: PMC11728483 DOI: 10.1111/jcmm.70320] [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: 04/04/2024] [Revised: 12/11/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025] Open
Abstract
Deubiquitinating enzymes (DUBs) are integral regulators of protein stability. Among these, Ubiquitin-specific protease 18 (USP18) has emerged as a potential therapeutic target for heart failure. However, its precise role in atherosclerosis remains to be comprehensively understood. This study endeavours to examine the impact of USP18 on atherosclerosis and elucidate its corresponding molecular mechanisms. Our studies indicate an elevated expression of USP18 in human coronary atherosclerotic plaques. Notably, the knockdown of USP18 significantly exacerbated lipid accumulation in macrophages. This knockdown effect impaired cholesterol efflux and influenced the downregulation of ATP-binding cassette transporter G1 (ABCG1) expression, achieved by altering the ubiquitination level of ABCG1. Comprehensive mechanistic studies unveiled that USP18 directly affiliates with ABCG1, reducing its ubiquitination and consequently bolstering ABCG1 stability within macrophages. Furthermore, in vivo studies elucidated that the knockdown of USP18 notably elevated atherosclerotic lesions and diminished ABCG1 levels in the plaques of Apoe-/- mice. In summary, our results suggested that USP18 plays a crucial role in managing the progression of atherosclerosis by strengthening the expression of ABCG1 protein through its deubiquitinating effect on ABCG1.
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Affiliation(s)
- Yang An
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Chuxian Guo
- Department of CardiologyThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
| | - Xiaoli Wang
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Jiangjin Liu
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Zhu Li
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Jiuyang Ding
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Qiaojun Zhang
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Hongmei Zhou
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Bing Xia
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Jiawen Wang
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Yanni Yu
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Changwu Wan
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Jie Wang
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
| | - Jialin Dai
- School of Forensic MedicineGuizhou Medical UniversityGuiyangChina
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Groeneveld CS, Pfister C, Culine S, Harter V, Krucker C, Fontugne J, Dixon V, Sirab N, Bernard-Pierrot I, de Reyniès A, Radvanyi F, Allory Y. Basal/squamous and mixed subtype bladder cancers present poor outcomes after neoadjuvant chemotherapy in the VESPER trial. Ann Oncol 2025; 36:89-98. [PMID: 39299443 DOI: 10.1016/j.annonc.2024.09.008] [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: 02/06/2024] [Revised: 07/19/2024] [Accepted: 09/10/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Neoadjuvant chemotherapy (NAC) is the standard treatment for muscle-invasive bladder cancer (MIBC), yet 40% of patients progress, emphasizing the need for biomarkers predictive for response or chemoresistance. Gene expression-based subtypes may serve as biomarkers, though which subtypes will respond, notably when it comes to the basal subtype, remains contentious. PATIENTS AND METHODS This post hoc study analyzed 300 NAC-treated patients enrolled in the GETUG/AFU VESPER trial, with transurethral diagnostic formalin-fixed paraffin-embedded tissue which underwent pathological review before being sequenced. 'Mixed' subtype was defined for tumors displaying at least two different Consensus molecular subtypes in separate regions. We evaluated the association between molecular subtypes and outcome after NAC. Tumors with remaining tissue at cystectomy (n = 83) were compared with pre-treatment tumors. RESULTS Cases were classified basal/squamous (Ba/Sq) (n = 84), luminal unstable (n = 57), stroma-rich (n = 53), mixed (n = 48), luminal papillary (n = 39), luminal non-specific (n = 18), and neuroendocrine-like (n = 1), with 30/48 mixed cases including a Ba/Sq component. Compared with other molecular subtypes in a multivariate Cox model, Ba/Sq (pure or mixed) patients had an increased hazard ratio (HR) of progression-free survival [HR 2.0, 95% confidence interval (CI) 1.36-3.0]. Mixed tumors were associated with decreased metabolic activity that could account for chemoresistance. Ba/Sq and mixed non-responders mostly maintained their subtype at cystectomy and have fewer myeloid dendritic cells after NAC. Tumors classified luminal papillary at transurethral resection of the urinary bladder tumor exhibited an increase in T CD4+ and macrophage signatures after NAC. Other subtypes did not show significant immune changes after NAC. Our study design relied on detailed pathological review, which precluded evaluating the mixed subtype in published datasets. Furthermore, the sample size for post-NAC analyses constrained the statistical power of these findings. CONCLUSIONS Our findings underscore the importance of recognizing intra-tumor heterogeneity in MIBC and its role in chemoresistance associated with Ba/Sq subtype, and provide valuable insights that could help future treatment development and improve patient outcomes.
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Affiliation(s)
- C S Groeneveld
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris; Centre de Recherche des Cordeliers, Université Paris-Cité, UMRS1138, Paris
| | - C Pfister
- Université de Rouen Normandie, Inserm, CIC Inserm 1404, Onco-Urology, Rouen; Department of Urology, Hôpital Universitaire Charles Nicolle, Rouen
| | - S Culine
- Department of Medical Oncology, Université de Paris Cité, AP-HP, Hôpital Saint-Louis, Paris
| | - V Harter
- Centre François Baclesse, North-West Canceropole Data Center, Caen
| | - C Krucker
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris
| | - J Fontugne
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris; Department of Pathology, Université Paris-Saclay, UVSQ, Institut Curie, Saint-Cloud, France
| | - V Dixon
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris
| | - N Sirab
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris
| | - I Bernard-Pierrot
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris
| | - A de Reyniès
- Centre de Recherche des Cordeliers, Université Paris-Cité, UMRS1138, Paris
| | - F Radvanyi
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris
| | - Y Allory
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris; Department of Pathology, Université Paris-Saclay, UVSQ, Institut Curie, Saint-Cloud, France.
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35
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Wang Q, Zhuo D, Huang H, Tao J. Atypical carcinoid of the primary kidney with retroperitoneal metastasis 15 years later: A case report and literature review. Urol Case Rep 2025; 58:102893. [PMID: 39660096 PMCID: PMC11629262 DOI: 10.1016/j.eucr.2024.102893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 11/11/2024] [Accepted: 11/20/2024] [Indexed: 12/12/2024] Open
Abstract
Primary renal neuroendocrine tumors (NETs) are extremely rare among renal malignancies. According to pathological manifestations, carcinoid can be divided into four types: typical carcinoid, atypical carcinoid, large cell and small cell neuroendocrine carcinoma. Primary or secondary retroperitoneal carcinoid is even rarer than renal carcinoid. This article reports a patient with renal carcinoid complicated with retroperitoneal metastasis, who developed retroperitoneal metastasis 15 years after radical nephrectomy. Through the analysis of this case and the combination of the existing published literature, it is aimed to provide valuable references for clinicians in treating patients with renal carcinoid or with metastasis.
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Affiliation(s)
- Qiang Wang
- Department of Orthopedics, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, Anhui, PR China
| | - Dong Zhuo
- Department of Orthopedics, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, Anhui, PR China
| | - Houbao Huang
- Department of Orthopedics, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, Anhui, PR China
| | - Jianping Tao
- Department of Orthopedics, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, Anhui, PR China
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Li T, Wang Q, Rui C, Ren L, Dai M, Bi Y, Yang Y. Targeted isolation and AI-based analysis of edible fungal polysaccharides: Emphasizing tumor immunological mechanisms and future prospects as mycomedicines. Int J Biol Macromol 2025; 284:138089. [PMID: 39603293 DOI: 10.1016/j.ijbiomac.2024.138089] [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: 09/26/2024] [Revised: 11/21/2024] [Accepted: 11/24/2024] [Indexed: 11/29/2024]
Abstract
Edible fungal polysaccharides have emerged as significant bioactive compounds with diverse therapeutic potentials, including notable anti-tumor effects. Derived from various fungal sources, these polysaccharides exhibit complex biological activities such as antioxidant, immune-modulatory, anti-inflammatory, and anti-obesity properties. In cancer therapy, members of this family show promise in inhibiting tumor growth and metastasis through mechanisms like apoptosis induction and modulation of the immune system. This review provides a detailed examination of contemporary techniques for the targeted isolation and structural elucidation of edible fungal polysaccharides. Additionally, the review highlights the application of advanced artificial intelligence (AI) methodologies to facilitate efficient and accurate structural analysis of these polysaccharides. It also explores their interactions with immune cells within the tumor microenvironment and their role in modulating gut microbiota, which can enhance overall immune function and potentially reduce cancer risks. Clinical studies further demonstrate their efficacy in various cancer treatments. Overall, edible fungal polysaccharides represent a promising frontier in cancer therapy, leveraging their natural origins and minimal toxicity to offer novel strategies for comprehensive cancer management.
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Affiliation(s)
- Tingting Li
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu hospital, Shanghai, China; College of Medical Technology, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Qin Wang
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chuang Rui
- College of Medical Technology, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Lu Ren
- College of Medical Technology, Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Mingcheng Dai
- Clinical Medical Institute, Harbin Medical University, Harbin, China
| | - Yong Bi
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu hospital, Shanghai, China.
| | - Yan Yang
- Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences; National Engineering Research Center of Edible Fungi; Key Laboratory of Edible Fungi Resources and Utilization (South), Ministry of Agriculture, Shanghai, China.
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37
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Crafa A, Russo M, Cannarella R, Gül M, Compagnone M, Mongioì LM, Cannarella V, Condorelli RA, Vignera SL, Calogero AE. Predictability of varicocele repair success: preliminary results of a machine learning-based approach. Asian J Androl 2025; 27:52-58. [PMID: 39118538 PMCID: PMC11784956 DOI: 10.4103/aja202438] [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: 02/03/2024] [Accepted: 05/07/2024] [Indexed: 08/10/2024] Open
Abstract
ABSTRACT Varicocele is a prevalent condition in the infertile male population. However, to date, which patients may benefit most from varicocele repair is still a matter of debate. The purpose of this study was to evaluate whether certain preintervention sperm parameters are predictive of successful varicocele repair, defined as an improvement in total motile sperm count (TMSC). We performed a retrospective study on 111 patients with varicocele who had undergone varicocele repair, collected from the Department of Endocrinology, Metabolic Diseases and Nutrition, University of Catania (Catania, Italy), and the Unit of Urology at the Selcuk University School of Medicine (Konya, Türkiye). The predictive analysis was conducted through the use of the Brain Project, an innovative tool that allows a complete and totally unbiased search of mathematical expressions that relate the object of study to the various parameters available. Varicocele repair was considered successful when TMSC increased by at least 50% of the preintervention value. For patients with preintervention TMSC below 5 × 10 6 , improvement was considered clinically relevant when the increase exceeded 50% and the absolute TMSC value was >5 × 10 6 . From the preintervention TMSC alone, we found a model that predicts patients who appear to benefit little from varicocele repair with a sensitivity of 50.0% and a specificity of 81.8%. Varicocele grade and serum follicle-stimulating hormone (FSH) levels did not play a predictive role, but it should be noted that all patients enrolled in this study were selected with intermediate- or high-grade varicocele and normal FSH levels. In conclusion, preintervention TMSC is predictive of the success of varicocele repair in terms of TMSC improvement in patients with intermediate- or high-grade varicoceles and normal FSH levels.
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Affiliation(s)
- Andrea Crafa
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Marco Russo
- Department of Physics and Astronomy, University of Catania, Catania 95123, Italy
- INFN-Section of Catania, Catania 95123, Italy
| | - Rossella Cannarella
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
- Department of Urology, Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Murat Gül
- Department of Urology, Selcuk University School of Medicine, Konya 42750, Türkiye
| | - Michele Compagnone
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Laura M Mongioì
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Vittorio Cannarella
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Rosita A Condorelli
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Sandro La Vignera
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
| | - Aldo E Calogero
- Department of Clinical and Experimental Medicine, University of Catania, Catania 95123, Italy
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38
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Nayyar R. Neoadjuvant chemotherapy for bladder cancer: Two decades on. Indian J Urol 2025; 41:1-2. [PMID: 39886629 PMCID: PMC11778688 DOI: 10.4103/iju.iju_432_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2025] Open
Affiliation(s)
- Rishi Nayyar
- Department of Urology, All India Institute of Medical Sciences, New Delhi, India
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39
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Ladukas A, Patasius A, Kincius M, Drevinskaite M, Jonusas J, Linkeviciute-Ulinskiene D, Zabuliene L, Smailyte G. Risk of bladder cancer in patients with type 2 diabetes mellitus: a retrospective population-based cohort study in Lithuania. Cancer Causes Control 2025; 36:21-25. [PMID: 39305342 PMCID: PMC11761827 DOI: 10.1007/s10552-024-01911-2] [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: 08/20/2023] [Accepted: 08/21/2024] [Indexed: 01/25/2025]
Abstract
PURPOSE The objective of our study was to evaluate bladder cancer risk among Lithuanian type 2 diabetes mellitus (T2DM) patients and the effect of antihyperglycemic therapy on bladder cancer risk. METHODS We analyzed bladder cancer risk in a cohort of patients who were diagnosed with T2DM between 2001 and 2012 in Lithuania. Bladder cancer risk in four groups of antihyperglycemic medication users (insulin-only, metformin-only, sulfonylurea-only, and pioglitazone ± any other drug) was also assessed. Standardized incidence ratios for bladder cancer were calculated. RESULTS A total of 76,818 patients (28,762 males and 48,056 females) with T2DM were included in the final cohort. In the whole cohort of diabetic patients, 277 bladder cancer cases were observed, compared to 232.75 expected cases, according to bladder cancer rates in the general population (Standardized Incidence Ratio 1.19; 95% Confidence Interval: 1.06-1.34). Higher risk of bladder cancer was found in both men and women; however, in women the risk increase was not statistically significant. We found higher risk of bladder cancer in patients of both sexes diagnosed with T2DM at the age of 50-79 years and also in all groups of different antihyperglycemic medication users. CONCLUSION T2DM was associated with increased risk of bladder cancer.
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Affiliation(s)
- Adomas Ladukas
- Laboratory of Cancer Epidemiology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania.
| | - Ausvydas Patasius
- Laboratory of Cancer Epidemiology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania
- Department of Public Health, Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M. K. Ciurlionio St, 03101, Vilnius, Lithuania
| | - Marius Kincius
- Laboratory of Clinical Oncology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania
| | - Mingaile Drevinskaite
- Laboratory of Cancer Epidemiology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania
| | - Justinas Jonusas
- Laboratory of Cancer Epidemiology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania
- Clinic of Internal Diseases, Family Medicine and Oncology, Faculty of Medicine, Vilnius University, 21/27 M. K. Ciurlionio St, 03101, Vilnius, Lithuania
| | | | - Lina Zabuliene
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, 21/27 M. K. Ciurlionio St, 03101, Vilnius, Lithuania
| | - Giedre Smailyte
- Laboratory of Cancer Epidemiology, National Cancer Institute, 1 Santariskiu St, 08406, Vilnius, Lithuania
- Department of Public Health, Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M. K. Ciurlionio St, 03101, Vilnius, Lithuania
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40
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Wang Y, Peng L, Wang F. M6A-mediated molecular patterns and tumor microenvironment infiltration characterization in nasopharyngeal carcinoma. Cancer Biol Ther 2024; 25:2333590. [PMID: 38532632 DOI: 10.1080/15384047.2024.2333590] [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: 08/02/2023] [Accepted: 03/18/2024] [Indexed: 03/28/2024] Open
Abstract
N6-methyladenosine (m6A) is the most predominant RNA epigenetic regulation in eukaryotic cells. Numerous evidence revealed that m6A modification exerts a crucial role in the regulation of tumor microenvironment (TME) cell infiltration in several tumors. Nevertheless, the potential role and mechanism of m6A modification in nasopharyngeal carcinoma (NPC) remains unknown. mRNA expression data and clinical information from GSE102349, and GSE53819 datasets obtained from Gene Expression Omnibus (GEO) was used for differential gene expression and subsequent analysis. Consensus clustering was used to identify m6A-related molecular patterns of 88 NPC samples based on prognostic m6A regulators using Univariate Cox analysis. The TME cell-infiltrating characteristics of each m6A-related subclass were explored using single-sample gene set enrichment (ssGSEA) algorithm and CIBERSORT algotithm. DEGs between two m6A-related subclasses were screened using edgeR package. The prognostic signature and predicated nomogram were constructed based on the m6A-related DEGs. The cell infiltration and expression of prognostic signature in NPC was determined using immunohistochemistry (IHC) analysis. Chi-square test was used to analysis the significance of difference of the categorical variables. And survival analysis was performed using Kaplan-Meier plots and log-rank tests. The NPC samples were divided into two m6A-related subclasses. The TME cell-infiltrating characteristics analyses indicated that cluster 1 is characterized by immune-related and metabolism pathways activation, better response to anit-PD1 and anti-CTLA4 treatment and chemotherapy. And cluster 2 is characterized by stromal activation, low expression of HLA family and immune checkpoints, and a worse response to anti-PD1 and anti-CTLA4 treatment and chemotherapy. Furthermore, we identified 1558 DEGs between two m6A-related subclasses and constructed prognostic signatures to predicate the progression-free survival (PFS) for NPC patients. Compared to non-tumor samples, REEP2, TMSB15A, DSEL, and ID4 were upregulated in NPC samples. High expression of REEP2 and TMSB15A showed poor survival in NPC patients. The interaction between REEP2, TMSB15A, DSEL, ID4, and m6A regulators was detected. Our finding indicated that m6A modification plays an important role in the regulation of TME heterogeneity and complexity.
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Affiliation(s)
- Yong Wang
- Department of Radiotherapy, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Lisha Peng
- Department of Radiotherapy, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Feng Wang
- Department of Radiotherapy, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
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Evans ST, Jani Y, Jansen CS, Yildirim A, Kalemoglu E, Bilen MA. Understanding and overcoming resistance to immunotherapy in genitourinary cancers. Cancer Biol Ther 2024; 25:2342599. [PMID: 38629578 PMCID: PMC11028033 DOI: 10.1080/15384047.2024.2342599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
Abstract
The introduction of novel immunotherapies has significantly transformed the treatment landscape of genitourinary (GU) cancers, even becoming the standard of care in some settings. One such type of immunotherapy, immune checkpoint inhibitors (ICIs) like nivolumab, ipilimumab, pembrolizumab, and atezolizumab play a pivotal role by disturbing signaling pathways that limit the immune system's ability to fight tumor cells. Despite the profound impact of these treatments, not all tumors are responsive. Recent research efforts have been focused on understanding how cancer cells manage to evade the immune response and identifying the possible mechanisms behind resistance to immunotherapy. In response, ICIs are being combined with other treatments to reduce resistance and attack cancer cells through multiple cellular pathways. Additionally, novel, targeted strategies are currently being investigated to develop innovative methods of overcoming resistance and treatment failure. This article presents a comprehensive overview of the mechanisms of immunotherapy resistance in GU cancers as currently described in the literature. It explores studies that have identified genetic markers, cytokines, and proteins that may predict resistance or response to immunotherapy. Additionally, we review current efforts to overcome this resistance, which include combination ICIs and sequential therapies, novel insights into the host immune profile, and new targeted therapies. Various approaches that combine immunotherapy with chemotherapy, targeted therapy, vaccines, and radiation have been studied in an effort to more effectively overcome resistance to immunotherapy. While each of these combination therapies has shown some efficacy in clinical trials, a deeper understanding of the immune system's role underscores the potential of novel targeted therapies as a particularly promising area of current research. Currently, several targeted agents are in development, along with the identification of key immune mediators involved in immunotherapy resistance. Further research is necessary to identify predictors of response.
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Affiliation(s)
- Sean T Evans
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Yash Jani
- Undergraduate studies, Mercer University, Macon, GA, USA
| | - Caroline S Jansen
- Medical Scientist Training Program, Emory University School of Medicine, Atlanta, GA, USA
- Genitourinary Medical Oncology Program, Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Ahmet Yildirim
- Genitourinary Medical Oncology Program, Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, USA
| | - Ecem Kalemoglu
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
- Department of Basic Oncology, Health Institute of Ege University, Izmir, Turkey
| | - Mehmet Asim Bilen
- Genitourinary Medical Oncology Program, Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, USA
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42
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Wei J, Li W, Zhang P, Guo F, Liu M. Current trends in sensitizing immune checkpoint inhibitors for cancer treatment. Mol Cancer 2024; 23:279. [PMID: 39725966 DOI: 10.1186/s12943-024-02179-5] [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: 09/05/2024] [Accepted: 11/20/2024] [Indexed: 12/28/2024] Open
Abstract
Immune checkpoint inhibitors (ICIs) have dramatically transformed the treatment landscape for various malignancies, achieving notable clinical outcomes across a wide range of indications. Despite these advances, resistance to immune checkpoint blockade (ICB) remains a critical clinical challenge, characterized by variable response rates and non-durable benefits. However, growing research into the complex intrinsic and extrinsic characteristics of tumors has advanced our understanding of the mechanisms behind ICI resistance, potentially improving treatment outcomes. Additionally, robust predictive biomarkers are crucial for optimizing patient selection and maximizing the efficacy of ICBs. Recent studies have emphasized that multiple rational combination strategies can overcome immune checkpoint resistance and enhance susceptibility to ICIs. These findings not only deepen our understanding of tumor biology but also reveal the unique mechanisms of action of sensitizing agents, extending clinical benefits in cancer immunotherapy. In this review, we will explore the underlying biology of ICIs, discuss the significance of the tumor immune microenvironment (TIME) and clinical predictive biomarkers, analyze the current mechanisms of resistance, and outline alternative combination strategies to enhance the effectiveness of ICIs, including personalized strategies for sensitizing tumors to ICIs.
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Grants
- ZYJC21043 the 1.3.5 Project for Disciplines of Excellence, West China Hospital, Sichuan University
- ZYJC21043 the 1.3.5 Project for Disciplines of Excellence, West China Hospital, Sichuan University
- ZYJC21043 the 1.3.5 Project for Disciplines of Excellence, West China Hospital, Sichuan University
- ZYJC21043 the 1.3.5 Project for Disciplines of Excellence, West China Hospital, Sichuan University
- ZYJC21043 the 1.3.5 Project for Disciplines of Excellence, West China Hospital, Sichuan University
- 2023YFS0111 Social Development Science and Technology Project of Sichuan Province on Science and Technology
- 2023YFS0111 Social Development Science and Technology Project of Sichuan Province on Science and Technology
- 2023YFS0111 Social Development Science and Technology Project of Sichuan Province on Science and Technology
- 2023YFS0111 Social Development Science and Technology Project of Sichuan Province on Science and Technology
- 2023YFS0111 Social Development Science and Technology Project of Sichuan Province on Science and Technology
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Affiliation(s)
- Jing Wei
- Department of Medical Oncology, Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, China
| | - Wenke Li
- Department of Medical Oncology, Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, China
| | - Pengfei Zhang
- Department of Medical Oncology, Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, China
| | - Fukun Guo
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Ming Liu
- Department of Medical Oncology, Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, China.
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Arafat Hossain M. A comprehensive review of immune checkpoint inhibitors for cancer treatment. Int Immunopharmacol 2024; 143:113365. [PMID: 39447408 DOI: 10.1016/j.intimp.2024.113365] [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: 08/25/2024] [Revised: 09/28/2024] [Accepted: 10/05/2024] [Indexed: 10/26/2024]
Abstract
Immunology-based therapies are emerging as an effective cancer treatment, using the body's immune system to target tumors. Immune checkpoints, which regulate immune responses to prevent tissue damage and autoimmunity, are often exploited by cancer cells to avoid destruction. The discovery of checkpoint proteins like PD-1/PD-L1 and CTLA-4 was pivotal in developing cancer immunotherapy. Immune checkpoint inhibitors (ICIs) have shown great success, with FDA-approved drugs like PD-1 inhibitors (Nivolumab, Pembrolizumab, Cemiplimab), PD-L1 inhibitors (Atezolizumab, Durvalumab, Avelumab), and CTLA-4 inhibitors (Ipilimumab, Tremelimumab), alongside LAG-3 inhibitor Relatlimab. Research continues on new checkpoints like TIM-3, VISTA, B7-H3, BTLA, and TIGIT. Biomarkers like PDL-1 expression, tumor mutation burden, interferon-γ presence, microbiome composition, and extracellular matrix characteristics play a crucial role in predicting responses to immunotherapy with checkpoint inhibitors. Despite their effectiveness, not all patients experience the same level of benefit, and organ-specific immune-related adverse events (irAEs) such as rash or itching, colitis, diarrhea, hyperthyroidism, and hypothyroidism may occur. Given the rapid advancements in this field and the variability in patient outcomes, there is an urgent need for a comprehensive review that consolidates the latest findings on immune checkpoint inhibitors, covering their clinical status, biomarkers, resistance mechanisms, strategies to overcome resistance, and associated adverse effects. This review aims to fill this gap by providing an analysis of the current clinical status of ICIs, emerging biomarkers, mechanisms of resistance, strategies to enhance therapeutic efficacy, and assessment of adverse effects. This review is crucial to furthering our understanding of ICIs and optimizing their application in cancer therapy.
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Affiliation(s)
- Md Arafat Hossain
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh.
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Deng Y, Tan Z, Cai S, Feng Y, Tang Z, Li J, He H, Wu Z, Liu R, Huang H, Ye J, Han Z, Zhong W. N1-methyladenosine RNA methylation patterns are associated with an increased risk to biochemical recurrence in prostate cancer and serve as a potential novel biomarker for patient stratification. Int Immunopharmacol 2024; 143:113404. [PMID: 39433012 DOI: 10.1016/j.intimp.2024.113404] [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: 04/22/2024] [Revised: 09/16/2024] [Accepted: 10/11/2024] [Indexed: 10/23/2024]
Abstract
INTRODUCTION N1-methyladenosine (m1A) RNA methylation is an emerging epigenetic modification. Its potential role in lipid metabolism and prognosis of prostate cancer (PCa) remains unexplored. OBJECTIVES This study investigated the impact of m1A on lipid metabolism and PCa prognosis. METHODS In this work, the landscape of genetic and expression variations of 10 widely recognized m1A regulators in PCa was revealed. Combining machine-learning strategies, the m1A modification patterns and corresponding characteristics of lipid metabolism of PCa samples from the cancer genome atlas program (TCGA) dataset were comprehensively analyzed. In vitro assays were performed to identify the role of TRMT61A, the key m1A regulator, on PCa cells. RESULTS Two distinct m1A modification patterns and corresponding lipid metabolism profiles were identified in PCa. The m1A modification subgroup with a high risk of biochemical recurrence (BCR) has stronger mitochondrial metabolism and FA oxidation activity. A consensus m1A modification-related lipid metabolism score (mMLMS) was constructed to predict the BCR prognosis of patients with PCa. The mMLMS was shown to accurately predict the BCR prognosis of PCa within six external cohorts. Finally, TRMT61A was identified as the key m1A regulator related to mMLMS, and it was found to promote the progression of PCa in vitro. TRMT61A potentially enhances mitochondrial function and FA beta oxidation in PCa cells via the PI3K/AKT pathway. CONCLUSION m1A RNA methylation patterns are associated with characteristics of lipid metabolism in PCa, providing a novel treatment strategy.
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Affiliation(s)
- Yulin Deng
- Guangdong Provincial Key Laboratory of Urology, Department of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, 510120, Guangzhou, Guangdong, China; Guangzhou National Laboratory, No. 9 XingDaoHuanBei Road, Guangzhou International Bio Island, 510005, Guangzhou, Guangdong, China
| | - Zeheng Tan
- Department of Urology, Zhujiang Hospital, Southern Medical University, 510260, Guangzhou, Guangdong, China
| | - Shanghua Cai
- Guangdong Provincial Key Laboratory of Urology, Department of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, 510120, Guangzhou, Guangdong, China; Guangzhou National Laboratory, No. 9 XingDaoHuanBei Road, Guangzhou International Bio Island, 510005, Guangzhou, Guangdong, China
| | - Yuanfa Feng
- Guangdong Provincial Key Laboratory of Urology, Department of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, 510120, Guangzhou, Guangdong, China
| | - Zhenfeng Tang
- Guangzhou National Laboratory, No. 9 XingDaoHuanBei Road, Guangzhou International Bio Island, 510005, Guangzhou, Guangdong, China
| | - Jinchuang Li
- Department of Urology, Guangzhou First People's Hospital, South China University of Technology, 510180, Guangzhou, Guangdong, China
| | - Huichan He
- Guangdong Provincial Key Laboratory of Urology, Department of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, 510120, Guangzhou, Guangdong, China
| | - Zhenjie Wu
- Department of Urology, Guangzhou First People's Hospital, South China University of Technology, 510180, Guangzhou, Guangdong, China
| | - Ren Liu
- Department of Urology, The First Affiliated Hospital, Sun Yat-sen University, 510080, Guangzhou, Guangdong, China
| | - Huiting Huang
- Department of Urology, Zhujiang Hospital, Southern Medical University, 510260, Guangzhou, Guangdong, China
| | - Jianheng Ye
- Department of Urology, Guangzhou First People's Hospital, South China University of Technology, 510180, Guangzhou, Guangdong, China.
| | - Zhaodong Han
- Department of Urology, Guangzhou First People's Hospital, South China University of Technology, 510180, Guangzhou, Guangdong, China.
| | - Weide Zhong
- Guangdong Provincial Key Laboratory of Urology, Department of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, 510120, Guangzhou, Guangdong, China; Guangzhou National Laboratory, No. 9 XingDaoHuanBei Road, Guangzhou International Bio Island, 510005, Guangzhou, Guangdong, China; Department of Urology, Guangzhou First People's Hospital, South China University of Technology, 510180, Guangzhou, Guangdong, China.
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Li X, Peng L, Yang X, Luo J, Wang J, Mou K, Zhou H, Luo Y, Xiang L. N6-methyladenosine RNA methylation, a new hallmark of metabolic reprogramming in the immune microenvironment. Front Immunol 2024; 15:1464042. [PMID: 39759516 PMCID: PMC11695279 DOI: 10.3389/fimmu.2024.1464042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 12/09/2024] [Indexed: 01/07/2025] Open
Abstract
N6-methyladenosine is one of the most common and reversible post-transcriptional modifications in eukaryotes, and it is involved in alternative splicing and RNA transcription, degradation, and translation. It is well known that cancer cells acquire energy through metabolic reprogramming to exhibit various biological behaviors. Moreover, numerous studies have demonstrated that m6A induces cancer metabolic reprogramming by regulating the expression of core metabolic genes or by activating metabolic signaling pathways. Meanwhile, m6A modifications and related regulators are key targets in the regulation of immune effects. We further summarize how m6A modifications contribute to tumor metabolism, and how these events affect the tumor immune microenvironment, with a specific focus on different cell types. Finally, we focus on the specific applications of this field to tumor immunotherapy. We review the potential role of m6A in metabolic reprogramming of tumor immune microenvironment and its regulatory mechanism, with the aim of providing new targets for tumor metabolic regulation and immunotherapy.
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Affiliation(s)
- Xiaoyue Li
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- School of Life Sciences, Yunnan University, Kunming, China
| | - Lin Peng
- Department of Bone and Joint, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xuelian Yang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jing Luo
- Department of Cardiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jianmei Wang
- Department of Pathology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Kelin Mou
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Huan Zhou
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yuhao Luo
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Li Xiang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
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Zhou Z, Chai Y, Li Y, Zhang Y, Wang T. Lipid metabolism subtypes reflects the prognosis and immune profiles of bladder cancer patients by NMF clustering and building related signature. Discov Oncol 2024; 15:796. [PMID: 39692922 DOI: 10.1007/s12672-024-01631-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 11/25/2024] [Indexed: 12/19/2024] Open
Abstract
BACKGROUND Lipid metabolism is crucial in tumor formation and progression. However, the role of lipid metabolism genes (LMGs) in bladder cancer (BLCA) are unknown. The purpose of this study was to construct a LMGs-related subtypes that predicted the treatment and prognosis of BLCA patients. METHODS The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases were used for this study. The gene set enrichment analysis (GSEA) was utilized to distinguish functional differences between high-risk (HR) and low-risk (LR) groups. Single-sample GSEA (ssGSEA) was employed to determine potential associations between prognostic outcomes and immune status. RESULTS First, BLCA patients were divided into two subtypes by non-negative matrix factorization (NMF) clustering, and there were substantial variations in survival status, immune cell infiltration and immune classification between the two subtypes. Next, a prognostic signature involving 8 LMGs was identified (AKR1B1, SCD, CYP27B1, UGCG, SGPL1, FASN, TNFAIP8L3, PLA2G2A). HR patients exhibited worse outcome than LR patients. Multivariate Cox regression analysis confirmed that LMGs-related signature was an independent prognostic indicator of BLCA patients' survival. Compared with clinicopathological variables, LMGs-related signature showed higher prognostic predictive ability, with an area under curve of 0.720 at 5 years of follow-up. Through immunotherapy analysis, drug sensitivity analysis, TIDE score and immune cell infiltration characteristics, LMGs-related signature was confirmed to accurately predict the prognosis and treatment response of BLCA patients. CONCLUSION Our newly established prognostic signature, which involved eight LMGs, can give prognostic distinction for BLCA and may eventually lead to novel targets for treatment.
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Affiliation(s)
- Zhongbao Zhou
- Department of Urology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yumeng Chai
- Department of Urology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yulong Li
- Department of Urology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong Zhang
- Department of Urology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tao Wang
- Department of Urology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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Nie W, Jiang Y, Yao L, Zhu X, AL-Danakh AY, Liu W, Chen Q, Yang D. Prediction of bladder cancer prognosis and immune microenvironment assessment using machine learning and deep learning models. Heliyon 2024; 10:e39327. [PMID: 39687145 PMCID: PMC11647853 DOI: 10.1016/j.heliyon.2024.e39327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 10/03/2024] [Accepted: 10/11/2024] [Indexed: 12/18/2024] Open
Abstract
Bladder cancer (BCa) is a heterogeneous malignancy characterized by distinct immune subtypes, primarily due to differences in tumor-infiltrating immune cells and their functional characteristics. Therefore, understanding the tumor immune microenvironment (TIME) landscape in BCa is crucial for prognostic prediction and guiding precision therapy. In this study, we integrated 10 machine learning algorithms to develop an immune-related machine learning signature (IRMLS) and subsequently created a deep learning model to detect the IRMLS subtype based on pathological images. The IRMLS proved to be an independent prognostic factor for overall survival (OS) and demonstrated robust and stable performance (p < 0.01). The high-risk group exhibited an immune-inflamed phenotype, associated with poorer prognosis and higher levels of immune cell infiltration. We further investigated the cancer immune cycle and mutation landscape within the IRMLS model, confirming that the high-risk group is more sensitive to immune checkpoint immunotherapy (ICI) and adjuvant chemotherapy with cisplatin (p = 2.8e-10), docetaxel (p = 8.8e-13), etoposide (p = 1.8e-07), and paclitaxel (p = 6.2e-13). In conclusion, we identified and validated a machine learning-based molecular characteristic, IRMLS, which reflects various aspects of the BCa biological process and offers new insights into personalized precision therapy for BCa patients.
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Affiliation(s)
- Weihao Nie
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
| | - Yiheng Jiang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
| | - Luhan Yao
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
| | - Xinqing Zhu
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
| | - Abdullah Y. AL-Danakh
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
| | - Wenlong Liu
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
| | - Qiwei Chen
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
- Zhongda Hospital, Medical School, Advanced Institute for Life and Health, Southeast University, Nanjing, 210096, China
| | - Deyong Yang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, 116021, China
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Yu A, Fu L, Jing L, Wang Y, Ma Z, Zhou X, Yang R, Liu J, Hu J, Feng W, Yang T, Chen Z, Zu X, Chen W, Chen J, Luo J. Methionine-driven YTHDF1 expression facilitates bladder cancer progression by attenuating RIG-I-modulated immune responses and enhancing the eIF5B-PD-L1 axis. Cell Death Differ 2024:10.1038/s41418-024-01434-y. [PMID: 39672819 DOI: 10.1038/s41418-024-01434-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 11/27/2024] [Accepted: 12/06/2024] [Indexed: 12/15/2024] Open
Abstract
The impact of amino acids on tumor immunotherapy is gradually being uncovered. In this study, we screened various essential and non-essential amino acids and found that methionine enhances mRNA methylation and reduced the activation of Type I interferon pathway in bladder cancer. Through RNA sequencing, point mutations, MB49 mouse tumor models, and single-cell RNA sequencing, we demonstrated that high methionine levels elevate the expression of m6A reader YTHDF1, promoting the degradation of RIG-I, thereby inhibiting the RIG-I/MAVS-mediated IFN-I pathway and reducing the efficacy of tumor immunotherapy. Additionally, immunoprecipitation and mass spectrometry revealed that YTHDF1 binds to the eukaryotic translation initiation factor eIF5B, which acts on PD-L1 mRNA to enhance its translation and promote immune evasion. By intravesical administration of oncolytic bacteria VNP20009, we effectively depleted methionine locally, significantly prolonging mouse survival and enhancing immune cell infiltration and differentiation within tumors. Multiplex immunofluorescence assays in bladder cancer immunotherapy patients confirmed our findings. Our research elucidates two mechanisms by which methionine inhibits bladder cancer immunotherapy and proposes a targeted methionine depletion strategy that advances research while minimizing nutritional impact on patients.
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Affiliation(s)
- Anze Yu
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Liangmin Fu
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Department of Urology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lanyu Jing
- Breast Department, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, Guangdong, China
- Department of Breast Surgery, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yinghan Wang
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zifang Ma
- Department of Urology, Hengyang Central Hospital, Hengyang, Hunan, China
| | - Xinwei Zhou
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Rui Yang
- Department of Burns, Wound Repair and Reconstruction, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jinhui Liu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jiao Hu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Feng
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Taowei Yang
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhenhua Chen
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiongbing Zu
- Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Chen
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
| | - Junxing Chen
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
| | - Junhang Luo
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
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Chen X, Xu W, Pan J, Yang H, Li Y, Chen X, Sun Y, Liu Q, Qiu S. m6A methylation profiling as a prognostic marker in nasopharyngeal carcinoma: insights from MeRIP-Seq and RNA-Seq. Front Immunol 2024; 15:1492648. [PMID: 39726587 PMCID: PMC11669702 DOI: 10.3389/fimmu.2024.1492648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 11/21/2024] [Indexed: 12/28/2024] Open
Abstract
Background Nasopharyngeal carcinoma (NPC) is a type of malignant tumors commonly found in Southeast Asia and China, with insidious onset and clinical symptoms. N6-methyladenosine (m6A) modification significantly contributes to tumorigenesis and progression by altering RNA secondary structure and influencing RNA-protein binding at the transcriptome level. However, the mechanism and role of abnormal m6A modification in nasopharyngeal carcinoma remain unclear. Methods Nasopharyngeal Carcinoma tissues from 3 patients and non-cancerous nasopharyngeal tissues from 3 individuals, all from Fujian Cancer Hospital, were sequenced for m6A methylation. These were combined with transcriptome sequencing data from 192 nasopharyngeal cancer tissues. Genes linked to prognosis were discovered using differential analysis and univariate Cox regression. Subsequently, a prognostic model associated with m6A was developed through the application of LASSO regression analysis. The model's accuracy was verified using both internal transcriptome databases and external databases. An extensive evaluation of the tumor's immune microenvironment and signaling pathways was performed, analyzing both transcriptomic and single-cell data. Results The m6A methylation sequencing analysis revealed 194 genes with varying expression levels, many of which are predominantly associated with immune pathways. By integrating transcriptome sequencing data, 19 m6A-modified genes were found to be upregulated in tumor tissues, leading to the development of a three-gene (EME1, WNT4, SHISA2) risk prognosis model. The group with lower risk exhibited notable enrichment in pathways related to immunity, displaying traits like enhanced survival rates, stronger immune profiles, and increased responsiveness to immunotherapy when compared to the higher-risk group. Single-cell analysis revealed that malignant cells exhibited the highest risk score levels compared to immune cells, with a high-risk score indicating worse biological behavior. The three hub genes demonstrated significant correlation with m6A modification regulators, and MeRIP-RT-PCR confirmed the occurrence of m6A methylation in these genes within nasopharyngeal carcinoma cells. Conclusions A prognostic model for nasopharyngeal carcinoma risk based on m6A modification genes was developed, and its prognostic value was confirmed through self-assessment data. The study highlighted the crucial impact of m6A modification on the immune landscape of nasopharyngeal cancer.
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Affiliation(s)
- Xiaochuan Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Wenqian Xu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Junping Pan
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Hanxuan Yang
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yi Li
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Xin Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yingming Sun
- Department of Radiation and Medical Oncology, Affiliated Sanming First Hospital of Fujian Medical University, Sanming, China
| | - Qinying Liu
- Fujian Provincial Key Laboratory of Tumor Biotherapy, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Sufang Qiu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
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Wang LJ, Xu R, Wu Y. Migrasome regulator TSPAN4 shapes the suppressive tumor immune microenvironment in pan-cancer. Front Immunol 2024; 15:1419420. [PMID: 39723210 PMCID: PMC11668678 DOI: 10.3389/fimmu.2024.1419420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 11/27/2024] [Indexed: 12/28/2024] Open
Abstract
Background Migrasomes are newly identified organelles on the retracting fibers of migrating cells, involved in releasing signaling molecules, expelling damaged mitochondria, and facilitating intercellular communication through phagocytosis. TSPAN4, a key regulator of migrasome formation, is a valuable marker for visualizing these organelles. However, its role in cancer remains unclear. Methods We analyzed TSPAN4 expression and its prognostic significance across multiple cancers using TCGA Pan-Cancer (PANCAN), and TCGA TARGET GTEx datasets. The relationship between TSPAN4 and tumor heterogeneity, stemness, and the immunosuppressive tumor microenvironment was explored through RNA-seq and scRNA-seq data. In addition, we examined TSPAN4's role in glioma, focusing on migrasome formation, cell proliferation, and macrophage polarization. Results Our analysis reveals that TSPAN4 is aberrantly expressed in various tumors, likely linked to its methylation status. It correlates with tumor heterogeneity, stemness, and a suppressive immune microenvironment. In glioma, TSPAN4 enhances cell proliferation and promotes macrophage polarization toward the immunosuppressive M2 phenotype. Conclusions TSPAN4, as a migrasome regulator, plays a crucial role in shaping the immunosuppressive tumor microenvironment in pan-cancer.
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Affiliation(s)
- Lin-jian Wang
- Trauma Research Center, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
- Department of Neurosurgery, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
- Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
| | - Ruiyan Xu
- Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
| | - Yangyang Wu
- Trauma Research Center, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
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