1
|
Li J, Gao X, Lv L, Huang Y, Zhang H, Sun X, Zhu L. Development of a coagulation‑related gene model for prognostication, immune response and treatment prediction in lung adenocarcinoma. Oncol Lett 2025; 29:290. [PMID: 40276086 PMCID: PMC12018795 DOI: 10.3892/ol.2025.15035] [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: 10/15/2024] [Accepted: 03/13/2025] [Indexed: 04/26/2025] Open
Abstract
Lung adenocarcinoma (LUAD) is the most prevalent form of lung cancer worldwide. Due to the lack of clinically useful molecular biomarkers, the diagnosis and prognosis of patients with LUAD remain poor. Patients with LUAD often exhibit abnormalities in the levels of coagulation factors. Therefore, the objective of the present study was to develop a model based on coagulation-related factors in LUAD. Gene expression data and clinical information from 582 patients with LUAD were obtained from The Cancer Genome Atlas (TCGA). A set of 138 coagulation-related genes (CRGs) was retrieved from The Molecular Signatures Database, and their expression levels were examined in TCGA dataset to identify differentially expressed CRGs. Predictive models were constructed using least absolute shrinkage and selection operator-Cox regression. The risk score from the model was used to establish high- and low-risk patient groups. Additionally, Kaplan-Meier analyses were performed to evaluate the differences in overall survival (OS) and progression-free survival between the two groups. The accuracy of the model was verified through receiver operating characteristic and principal component analysis. In addition, the tumor immune dysfunction and exclusion algorithm was used to assess immune escape and immunotherapy responses in relation to the CRGs. A predictive model comprising four genes, namely matrix metalloproteinase (MMP) 1, MMP10, cathepsin V and thrombin, was established to estimate the survival rate of patients with LUAD. The OS rates of patients in the high-risk group were lower compared with those in the low-risk group. Furthermore, a combination of high-risk score and low tumor mutation burden was associated with the poorest survival in patients with LUAD. Patients in different risk groups exhibited different drug sensitivities based on their risk scores. In conclusion, the four-gene based prognostic model served as an independent predictor of survival rates in patients with LUAD and may offer a novel approach for prognosis and treatment.
Collapse
Affiliation(s)
- Jia Li
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing 100000, P.R. China
- Department of Cardiac Surgery, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing 100000, P.R. China
| | - Xuedi Gao
- Department of Surgery, The Fourth People's Hospital of Jinan, Jinan, Shandong 250013, P.R. China
| | - Lin Lv
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Yubin Huang
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Houlu Zhang
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Xiaoming Sun
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Liangming Zhu
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
- Department of Thoracic Surgery, Medical Integration and Practice Center, Shandong University, Jinan, Shandong 250013, P.R. China
| |
Collapse
|
2
|
Sun Z, Chen H, Li C, Yang H, Ling J, Chang A, Zhao H, Zhuo X. Are cathepsins a risk factor for papillary thyroid carcinoma? A bidirectional two-sample mendelian randomization analysis. Eur Arch Otorhinolaryngol 2025; 282:2607-2615. [PMID: 39757267 DOI: 10.1007/s00405-024-09176-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 12/16/2024] [Indexed: 01/07/2025]
Abstract
BACKGROUND Papillary thyroid carcinoma (PTC) is the most common type of endocrine tumor, and its incidence is on the rise. Observational studies have linked cathepsins, an endolysosomal cysteine protein hydrolase, to the malignant progression of several tumors, including PTC. However, the causal relationship between cathepsins and PTC remains unclear. The purpose of this study was to investigate the causal relationship between cathepsins and PTC using a bidirectional two-sample Mendelian randomization (MR) analysis. METHODS Publicly available databases were used to obtain data on cathepsins and PTCs. Single nucleotide polymorphisms were screened for instrumental variables. Causality was evaluated using five methods. Heterogeneity and sensitivity analyses were performed to evaluate the stability of the results. RESULTS The analysis revealed a significant association between cathepsin Z (CTSZ) and the risk of PTC (IVW, OR = 1.170, 95% CI: 1.035-1.102, P = 0.011). However, no association was found in the inverse analysis (IVW, OR = 1.006, 95% CI: 0.982-1.031, P = 0.612). The stability and reliability of the results of this study were indicated by both heterogeneity and sensitivity. CONCLUSIONS This study confirmed the association between CTSZ and an increased risk of PTC. This finding has important implications for clinical practice, as it may help to predict and screen for PTC at an early stage, as well as provide some guidance for therapeutic strategies against CTSZ.
Collapse
Affiliation(s)
- Zhen Sun
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China
| | - Huarong Chen
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China
| | - Changya Li
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China
| | - Hao Yang
- People's Hospital of Qianxinan Prefecture, Guizhou Province, Xingyi, Guizhou, 562400, China
| | - Junjun Ling
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China
| | - Aoshuang Chang
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China
| | - Houyu Zhao
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China.
| | - Xianlu Zhuo
- Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China.
| |
Collapse
|
3
|
Dai H, Ren J, Wang C, Huang J, Wang X. Prognostic molecular subtype reveals the heterogeneity of tumor immune microenvironment in gastric cancer. Sci Rep 2025; 15:14453. [PMID: 40281016 PMCID: PMC12032113 DOI: 10.1038/s41598-025-96686-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 03/31/2025] [Indexed: 04/29/2025] Open
Abstract
Gastric cancer (GC) remains a leading cause of cancer-related deaths and exhibits considerable heterogeneity among patients. Thus, accurate classifications are essential for predicting prognosis and developing personalized therapeutic strategies. To address this, we retrospectively analyzed multi-omics data from 359 GC samples, incorporating transcriptomic RNA (mRNA), DNA methylation, mutation data, and clinical parameters. Using ten clustering algorithms, we integrated these datasets to classify GC into molecular subtypes. The robustness of our clustering approach was externally validated using an independent cohort generated from different sequencing technologies, and we characterized the heterogeneity of each subtype. Our analysis identified three distinct molecular subtypes of GC, designated CS1, CS2, and CS3. These subtypes exhibited significant differences in survival outcomes, activation of cancer-related pathways, immune microenvironment composition, genomic alterations, and responses to immunotherapy and chemotherapy. Notably, Cathepsin V (CTSV) was significantly downregulated in the immunologically active and highly responsive CS3 subtype, while it was upregulated in the immunologically exhausted CS2 subtype. These findings suggest that CTSV could serve as both a prognostic marker and a molecular classifier. Furthermore, this study provides the first evidence of CTSV's high expression in GC and its potential role in tumor progression. The novel clustering approach, based on ten clustering algorithms and comprehensive analysis of multi-omics data in gastric cancer, can guide prognosis, characterize different clinical and biological features, and elucidate the tumor immune microenvironment, providing insights into the intratumor heterogeneity of GC and potential novel therapeutic strategies. Additionally, CTSV emerges as a prognostic marker linked to tumor immunity and disease progression, which lays the foundation for improved stratification strategies and the development of targeted therapeutic approaches in GC.
Collapse
Affiliation(s)
- Hui Dai
- Medical School, Nantong University, Nantong, 226001, Jiangsu, China
| | - Jing Ren
- Medical School, Nantong University, Nantong, 226001, Jiangsu, China
| | - Chun Wang
- Medical School, Nantong University, Nantong, 226001, Jiangsu, China
| | - Jianfei Huang
- Department of Clinical Biobank, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China
| | - Xudong Wang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, No. 20, Xisi Road, Nantong, 226001, Jiangsu, China.
| |
Collapse
|
4
|
Li X, Yang S, Du Z, Xie W, Zhu M, Han L, Zhou Q. Cathepsins and Skin Cancer (Malignant Melanoma, Basal Cell Carcinoma, and Squamous Cell Carcinoma): Insight From Genetic Correlation and Mendelian Randomization. Clin Cosmet Investig Dermatol 2025; 18:553-566. [PMID: 40094023 PMCID: PMC11910913 DOI: 10.2147/ccid.s502013] [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: 10/21/2024] [Accepted: 02/27/2025] [Indexed: 03/19/2025]
Abstract
Background Multiple studies have indicated that cathepsins (Cats) play a crucial role in the development and progression of skin cancer. However, most of these studies are observational and may be influenced by external variables, necessitating further research to establish causal relationships. Methods We conducted a two-sample, two-way Mendelian randomization (MR) study utilizing pooled data from genome-wide association studies (GWAS) to evaluate the causal association between 9 Cats (Cat-B, E, F, G, H, L2, O, S, and Z) and 3 types of skin cancer, including malignant melanoma (MM), basal cell carcinoma (BCC), and squamous cell carcinoma (SCC). Our analysis employed several methods, including inverse variance weighting (IVW), MR-Egger, weighted median, Cochran's Q test, the MR-Egger intercept test, and leave-one-out sensitivity analysis. Furthermore, bioinformatics analysis of loci linked to Cats and skin cancer was performed to explore potential molecular mechanisms. Results Genetically predicted increases in Cat-F and Cat-O levels were found to be correlated with a higher risk of BCC, while increased levels of Cat-L2 and Cat-O were associated with a reduced incidence of SCC. Bioinformatics analysis suggested that differentially expressed genes located near Cats-related loci could potentially influence BCC and SCC by modulating relevant signaling pathways and the tumor microenvironment. Conclusion Our research indicated a causal link between Cats and skin cancer. By conducting a bioinformatic analysis of genetic loci related to Cats and skin cancer, we were able to gain a better understanding of the potential molecular mechanisms driving this association. This research can provide valuable insights into the diagnosis and treatment of skin cancer.
Collapse
Affiliation(s)
- Xianglong Li
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Shaofeng Yang
- Department of Cardiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Zhong Du
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Wanying Xie
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Man Zhu
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Ling Han
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Qingyu Zhou
- Department of Medical and Radiation Oncology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China
| |
Collapse
|
5
|
Liao WT, Chang DM, Lin MX, Chou TS, Tung YC, Hsiao JK. Multifaceted Functional Liposomes: Theranostic Potential of Liposomal Indocyanine Green and Doxorubicin for Enhanced Anticancer Efficacy and Imaging. Pharmaceutics 2025; 17:344. [PMID: 40143009 PMCID: PMC11944616 DOI: 10.3390/pharmaceutics17030344] [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: 01/23/2025] [Revised: 03/03/2025] [Accepted: 03/05/2025] [Indexed: 03/28/2025] Open
Abstract
Background/Objectives: Liposomal drug formulations improve anticancer treatment efficacy and reduce toxicity by altering pharmacokinetics and biodistribution. Indocyanine Green (ICG), an FDA-approved near-infrared imaging agent, exhibits photosensitivity, photothermal effects, and potential ferroptosis induction, enhancing anticancer activity. Doxorubicin (DOX), widely used for treating breast, ovarian, and liver cancers, is limited by cardiotoxicity, requiring dosage control. Incorporating ICG and DOX into liposomes enables medical imaging, controlled drug release, reduced administration frequency, and fewer side effects. This study aims to develop liposomes encapsulating both ICG and DOX and evaluate their theranostic potential in in vitro and in vivo lung adenocarcinoma models. Methods: Liposomes containing ICG and DOX (Lipo-ICG/DOX) were synthesized using an active loading method and characterized for size (~140 nm), lipid, and drug concentrations. In vitro studies using A549 lung cancer cells assessed liposome uptake via fluorescence microscopy, while in vivo xenograft models evaluated therapeutic efficacy. Results: Lipo-ICG/DOX showed uptake in A549 cells, with ICG localizing in lysosomes and DOX in nuclei. Treatment reduced cell viability significantly by day three. In vivo imaging demonstrated the retention of liposomes in tumor sites, with ICG signals observed in the liver and intestines, indicating metabolic routes. When combined with 780 nm light exposure, liposomes slowed tumor growth over 12 days. Mechanistic studies revealed combined ferroptosis and apoptosis induction. Conclusions: Lipo-ICG/DOX demonstrates strong theranostic potential, integrating imaging and therapy for lung adenocarcinoma. This multifunctional formulation offers a promising strategy for improving cancer treatment efficacy while minimizing side effects.
Collapse
Affiliation(s)
- Wei-Ting Liao
- Department of Medical Imaging, Taipei Tzu Chi General Hospital, Buddhist Tzu-Chi Medical Foundation, New Taipei City 23142, Taiwan; (W.-T.L.); (M.-X.L.); (T.-S.C.)
- School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| | - Dao-Ming Chang
- Research Center for Applied Sciences, Academia Sinica, Taipei 11529, Taiwan;
| | - Meng-Xian Lin
- Department of Medical Imaging, Taipei Tzu Chi General Hospital, Buddhist Tzu-Chi Medical Foundation, New Taipei City 23142, Taiwan; (W.-T.L.); (M.-X.L.); (T.-S.C.)
| | - Te-Sen Chou
- Department of Medical Imaging, Taipei Tzu Chi General Hospital, Buddhist Tzu-Chi Medical Foundation, New Taipei City 23142, Taiwan; (W.-T.L.); (M.-X.L.); (T.-S.C.)
| | - Yi-Chung Tung
- Research Center for Applied Sciences, Academia Sinica, Taipei 11529, Taiwan;
| | - Jong-Kai Hsiao
- Department of Medical Imaging, Taipei Tzu Chi General Hospital, Buddhist Tzu-Chi Medical Foundation, New Taipei City 23142, Taiwan; (W.-T.L.); (M.-X.L.); (T.-S.C.)
- School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| |
Collapse
|
6
|
Liu XH, Wang GR, Zhong NN, Zhu ZR, Xiao Y, Li Z, Bu LL, Liu B. Metal-dependent cell death resistance contribute to lymph node metastasis of oral squamous cell carcinoma. Front Cell Dev Biol 2025; 13:1541582. [PMID: 40083663 PMCID: PMC11903458 DOI: 10.3389/fcell.2025.1541582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Accepted: 02/10/2025] [Indexed: 03/16/2025] Open
Abstract
Objectives Ferroptosis and cuproptosis can be summarized as metal-dependent cell death. This study aimed to explore the expression of metal-dependent cell death resistance (MCDR) characteristics in tumor cells of oral squamous cell carcinoma (OSCC) and to explore its relationship with lymph node metastasis (LNM). Methods By integrating single-cell data of OSCC from public databases, an expression matrix comprising 127,149 cells was constructed. Gene set scores were calculated using the irGSEA package, and GO and KEGG analyses were performed to identify enriched pathways. The R package monocle3 was employed to calculate the cell trajectory and infer evolutionary patterns. The MuSiC2 package was employed to enable the evaluation of cell proportions. Cell-cell interaction information was analyzed using the CellChat package. The expression of cathepsin V (CTSV), glutathione peroxidase 4 (GPX4), and cyclin-dependent kinase inhibitor 2A (CDKN2A) was validated via immunohistochemistry and multiplex immunohistochemistry in oral mucosa (OM), non-metastatic primary tumors (nPT), and metastatic primary tumors (mPT). Additionally, R package oncoPredict was utilized to identify potential drug sensitivities. Results The malignant cells in OSCC were divided into five subtypes, among which Epi_2 existed more in mPT and had higher MCDR characteristics. In addition, Epi_2 enriched multiple malignant-related pathways such as HEDGEHOG, NOTCH, and MYC. The spatial transcriptome and bulk RNA data verified that the proportion of Epi_2 in mPT was higher than that in nPT. Cell communication analysis showed that the effect of Epi_2 on endothelial cells was enhanced, which was mainly reflected in VEGFR and CXCL signaling pathways. Immunohistochemical results showed that the expression of Epi_2 characteristic markers CTSV and GPX4 in mPT was significantly higher than that in nPT. Multiplex immunohistochemical results showed that the co-expression cells of CTSV, GPX4 and CDKN2A in mPT were more than those in nPT. OSCC patients with high Epi_2 characteristics may have immunotherapy resistance and anti-EGFR treatment resistance. Doramapimod was identified as a sensitive drug. Conclusion There is a type of malignant cells with characteristics of MDCR in OSCC, which is related to LNM and treatment resistance. It provides a predictive marker for early diagnosis of LNM.
Collapse
Affiliation(s)
- Xuan-Hao Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Guang-Rui Wang
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Nian-Nian Zhong
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Zheng-Rui Zhu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Yao Xiao
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Zheng Li
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Lin-Lin Bu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
- Department of Oral & Maxillofacial - Head Neck Oncology, School and Hospital of Stomatology, Wuhan University, Wuhan, China
| | - Bing Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
- Department of Oral & Maxillofacial - Head Neck Oncology, School and Hospital of Stomatology, Wuhan University, Wuhan, China
| |
Collapse
|
7
|
Tran NB, Chang TK, Chi NDP, Lai KY, Chen HT, Fong YC, Liaw CC, Tang CH. Ugonin inhibits chondrosarcoma metastasis through suppressing cathepsin V via promoting miR-4799-5p expression. Int J Biol Sci 2025; 21:1144-1157. [PMID: 39897041 PMCID: PMC11781170 DOI: 10.7150/ijbs.106827] [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: 11/12/2024] [Accepted: 01/06/2025] [Indexed: 02/04/2025] Open
Abstract
Chondrosarcoma is a rare type of bone cancer that develops in cartilage cells. In recent years, the incidence of chondrosarcomas has steadily increased worldwide. During the advanced stages, chondrosarcoma carries a significant risk of metastasis and exhibits resistance to both chemotherapy and radiation therapy. Hence, the development of potent treatments for chondrosarcoma is an urgent requirement. Ugonin V is a flavonoid compound that has been extracted from the plant Helminthostachys zeylanica (L.) Hook. This study examined the molecular therapeutic effects of ugonin V on chondrosarcoma metastasis. Analysis of the GSE30835 dataset, which consists of chondrosarcoma tissues and normal cartilage, revealed significant upregulation of three cathepsin proteases in chondrosarcoma, namely cathepsin (CTS) A, L, and V. Notably, ugonin V specifically suppressed cathepsin V mRNA expression. We also found that ugonin V strongly inhibits chondrosarcoma cell motility by regulating CTSV expression. In addition, through miRNA sequencing, we observed that ugonin V targets CTSV via miR-4799-5p to effectively suppress chondrosarcoma cell migration and invasion. Our in vitro and in vivo studies provide an initial investigation of the involvement of cathepsin V and miR-4799-5p in chondrosarcoma metastasis after ugonin V treatmen.
Collapse
Affiliation(s)
- Nguyen Bao Tran
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan, 404
| | - Ting-Kuo Chang
- Department of Medicine, Mackay Medical College, New Taipei, Taiwan, 252
- Division of Spine Surgery, Department of Orthopedic Surgery, MacKay Memorial Hospital, New Taipei, Taiwan, 104
| | - Nguyen Duong Phuong Chi
- Department of Chinese Pharmaceutical Science and Chinese Medicine Resources, China Medical University, Taichung, Taiwan, 404
| | - Kuan-Ying Lai
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, Taiwan, 80424
| | - Hsien-Te Chen
- Department of Sports Medicine, College of Health Care, China Medical University, Taichung, Taiwan, 404
- Department of Orthopedic Surgery, China Medical University Hospital, Taichung, Taiwan, 404
| | - Yi-Chin Fong
- Department of Sports Medicine, College of Health Care, China Medical University, Taichung, Taiwan, 404
- Department of Orthopedic Surgery, China Medical University Hospital, Taichung, Taiwan, 404
- Department of Orthopedic Surgery, China Medical University Beigang Hospital, Taichung, Yunlin, Taiwan, 651
| | - Chih-Chuang Liaw
- Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, Taiwan, 80424
- Graduate Institute of Natural Products, Kaohsiung Medical University, Kaohsiung, Taiwan, 807
| | - Chih-Hsin Tang
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan, 404
- Department of Pharmacology, School of Medicine, China Medical University, Taichung, Taiwan, 404333
- Chinese Medicine Research Center, China Medical University, Taichung, Taiwan, 404
- Department of Medical Laboratory Science and Biotechnology, College of Medical and Health Science, Asia University, Taichung, Taiwan, 41354
| |
Collapse
|
8
|
Conesa-Bakkali R, Morillo-Huesca M, Martínez-Fábregas J. Non-Canonical, Extralysosomal Activities of Lysosomal Peptidases in Physiological and Pathological Conditions: New Clinical Opportunities for Cancer Therapy. Cells 2025; 14:68. [PMID: 39851495 PMCID: PMC11763575 DOI: 10.3390/cells14020068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 12/20/2024] [Accepted: 12/31/2024] [Indexed: 01/26/2025] Open
Abstract
Lysosomes are subcellular compartments characterised by an acidic pH, containing an ample variety of acid hydrolases involved in the recycling of biopolymers. Among these hydrolases, lysosomal proteases have merely been considered as end-destination proteases responsible for the digestion of waste proteins, trafficked to the lysosomal compartment through autophagy and endocytosis. However, recent reports have started to unravel specific roles for these proteases in the regulation of initially unexpected biological processes, both under physiological and pathological conditions. Furthermore, some lysosomal proteases are no longer restricted to the lysosomal compartment, as more novel non-canonical, extralysosomal targets are being identified. Currently, lysosomal proteases are accepted to play key functions in the extracellular milieu, attached to the plasma membrane and even in the cytosolic and nuclear compartments of the cell. Under physiological conditions, lysosomal proteases, through non-canonical, extralysosomal activities, have been linked to cell differentiation, regulation of gene expression, and cell division. Under pathological conditions, these proteases have been linked to cancer, mostly through their extralysosomal activities in the cytosol and nuclei of cells. In this review, we aim to provide a comprehensive summary of our current knowledge about the extralysosomal, non-canonical functions of lysosomal proteases, both under physiological and pathological conditions, with a particular interest in cancer, that could potentially offer new opportunities for clinical intervention.
Collapse
Affiliation(s)
- Ryan Conesa-Bakkali
- Centro Andaluz de Biología Molecular y Medicina Regenerativa—CABIMER, Universidad de Sevilla, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Pablo de Olavide, Américo Vespucio 24, 41092 Sevilla, Spain; (R.C.-B.); (M.M.-H.)
| | - Macarena Morillo-Huesca
- Centro Andaluz de Biología Molecular y Medicina Regenerativa—CABIMER, Universidad de Sevilla, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Pablo de Olavide, Américo Vespucio 24, 41092 Sevilla, Spain; (R.C.-B.); (M.M.-H.)
| | - Jonathan Martínez-Fábregas
- Centro Andaluz de Biología Molecular y Medicina Regenerativa—CABIMER, Universidad de Sevilla, Consejo Superior de Investigaciones Científicas (CSIC), Universidad Pablo de Olavide, Américo Vespucio 24, 41092 Sevilla, Spain; (R.C.-B.); (M.M.-H.)
- Departamento de Bioquímica Vegetal y Biología Molecular, Facultad de Biología, Universidad de Sevilla, Avenida Reina Mercedes, 41012 Sevilla, Spain
| |
Collapse
|
9
|
Chang W, Gao W, Wu Y, Luo B, Zhong L, Zhong L, Lin W, Wen Z, Chen Y. The lysosome-related characteristics affects the prognosis and tumor microenvironment of lung adenocarcinoma. Front Med (Lausanne) 2025; 11:1497312. [PMID: 39839650 PMCID: PMC11746080 DOI: 10.3389/fmed.2024.1497312] [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: 09/16/2024] [Accepted: 12/13/2024] [Indexed: 01/23/2025] Open
Abstract
Background The lysosome plays a vitally crucial role in tumor development and is a major participant in the cell death process, involving aberrant functional and structural changes. However, there are few studies on lysosome-associated genes (LAGs) in lung adenocarcinoma (LUAD). Methods Bulk RNA-seq of LUAD was downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). The lysosome risk signature was constructed after univariate and least absolute shrinkage and selection operator (Lasso) cox regression analysis of the TCGA training set, and its capability was validated by additional validation sets from GEO. Single cell sequencing (scRNA) was obtained from GEO to analyze the differences of lysosome risk signature at the single-cell level and the differences in the function and pathway. In vitro experiments have validated the function of CTSH in LUAD. Results The risk signature contained seven key LAGs, and patients were categorized into high- and low-risk groups based on a specific calculation formula. The LAG risk signature, which accurately predicted the prognostic status of LUAD patients, was still regarded as an independent prognostic indicator in multifactorial cox regression analysis. Subsequently, the combination of the signature and key clinical information was used to construct a column-line diagram for clinical assessment, which had a high discriminatory power. Immune infiltration analysis from bulk RNA-seq and scRNA-seq indicated that the low-risk group was immune-activated and had a better benefit in the prediction of immunotherapy. Finally, we validated its role in inhibiting tumor proliferation and metastasis in LUAD cells by knockdown of CTSH. Conclusion We defined a new biomarker that provided unique insights for individualized survival prediction and immunotherapy recommendations for LUAD patients.
Collapse
Affiliation(s)
- Wuguang Chang
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Wuyou Gao
- Department of Thoracic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yawei Wu
- Department of Anesthesiology, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Bin Luo
- Department of Thoracic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lekai Zhong
- School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, China
| | - Leqi Zhong
- Department of Thoracic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wenqian Lin
- Department of Anesthesiology, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Zhesheng Wen
- Department of Thoracic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Youfang Chen
- Department of Thoracic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| |
Collapse
|
10
|
Zhao K, Sun Y, Zhong S, Luo JL. The multifaceted roles of cathepsins in immune and inflammatory responses: implications for cancer therapy, autoimmune diseases, and infectious diseases. Biomark Res 2024; 12:165. [PMID: 39736788 DOI: 10.1186/s40364-024-00711-9] [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: 08/13/2024] [Accepted: 12/19/2024] [Indexed: 01/01/2025] Open
Abstract
The cathepsin family comprises lysosomal proteases that play essential roles in various physiological processes, including protein degradation, antigen presentation, apoptosis, and tissue remodeling. Dysregulation of cathepsin activity has been linked to a variety of pathological conditions, such as cancer, autoimmune diseases, and neurodegenerative disorders. Understanding the functions of cathepsins is crucial for gaining insights into their roles in both health and disease, as well as for developing targeted therapeutic approaches. Emerging research underscores the significant involvement of cathepsins in immune cells, particularly T cells, macrophages, dendritic cells, and neutrophils, as well as their contribution to immune-related diseases. In this review, we systematically examine the impact of cathepsins on the immune system and their mechanistic roles in cancer, infectious diseases, autoimmune and neurodegenerative disorders, with the goal of identifying novel therapeutic strategies for these conditions.
Collapse
Affiliation(s)
- Kexin Zhao
- The Cancer Research Institute and the Second Affiliated Hospital, Hengyang Medical School, University of South China (USC), Hengyang, Hunan, 421001, China
- MOE Key Lab of Rare Pediatric Diseases, Hengyang Medical School, USC, Hengyang, Hunan, 421001, China
| | - Yangqing Sun
- Department of Oncology, Hunan Provincial People's Hospital, Changsha, Hunan, 410005, China
| | - Shangwei Zhong
- The Cancer Research Institute and the Second Affiliated Hospital, Hengyang Medical School, University of South China (USC), Hengyang, Hunan, 421001, China
- MOE Key Lab of Rare Pediatric Diseases, Hengyang Medical School, USC, Hengyang, Hunan, 421001, China
| | - Jun-Li Luo
- The Cancer Research Institute and the Second Affiliated Hospital, Hengyang Medical School, University of South China (USC), Hengyang, Hunan, 421001, China.
- MOE Key Lab of Rare Pediatric Diseases, Hengyang Medical School, USC, Hengyang, Hunan, 421001, China.
- National Health Commission Key Laboratory of Birth Defect Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, USC, Hengyang, Hunan, 410008, China.
- Hunan Provincial Key Laboratory of Basic and Clinical Pharmacological Research of Gastrointestinal Cancer, USC, Hengyang, Hunan, 421001, China.
| |
Collapse
|
11
|
WU PEILING, ZHAO LIFANG, ZHANG HONGYAN, LOU YUEYAN, CHEN DONGFANG, XUE SHAN, LIU XUEQING, JIANG HANDONG. NCAPD2 serves as a potential prognostic biomarker for lung adenocarcinoma and promotes cell proliferation, migration, invasion and cell cycle in vitro. Oncol Res 2024; 32:1439-1452. [PMID: 39220139 PMCID: PMC11361896 DOI: 10.32604/or.2024.047490] [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: 11/07/2023] [Accepted: 02/16/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives The pro-oncogenic effects of NCAPD2 have been extensively studied across various tumor types; however, its precise role within the context of lung adenocarcinoma (LUAD) remains elusive. This study aims to elucidate the biological functions of NCAPD2 in LUAD and unravel the underlying mechanistic pathways. Methods Utilizing bioinformatics methodologies, we explored the differential expression of NCAPD2 between normal and tumor samples, along with its correlations with clinical-pathological characteristics, survival prognosis, and immune infiltration. Results In the TCGA-LUAD dataset, tumor samples demonstrated significantly elevated levels of NCAPD2 expression compared to normal samples (p < 0.001). Clinically, higher NCAPD2 expression was notably associated with advanced T, N, and M stages, pathologic stage, gender, smoking status, and diminished overall survival (OS). Moreover, differentially expressed genes (DEGs) associated with NCAPD2 were predominantly enriched in pathways related to cell division. Immune infiltration analysis revealed that NCAPD2 expression levels were linked to the infiltration of memory B cells, naïve CD4+ T cells, activated memory CD4+ T cells, and M1 macrophages. In vitro experiments demonstrated that silencing NCAPD2 suppressed LUAD cell proliferation, migration, invasion, epithelial-mesenchymal transition (EMT), and cell cycle progression. Conclusions In summary, NCAPD2 may represent a promising prognostic biomarker and novel therapeutic target for LUAD.
Collapse
Affiliation(s)
| | | | - HONGYAN ZHANG
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - YUEYAN LOU
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - DONGFANG CHEN
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - SHAN XUE
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - XUEQING LIU
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - HANDONG JIANG
- Department of Respiratory and Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| |
Collapse
|
12
|
Huang X, Deng H, Zhang B, Wang K, Qu Y, Li T, Liu T. The causal relationship between cathepsins and digestive system tumors: a Mendelian randomization study. Front Oncol 2024; 14:1365138. [PMID: 38590662 PMCID: PMC10999587 DOI: 10.3389/fonc.2024.1365138] [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: 01/03/2024] [Accepted: 03/14/2024] [Indexed: 04/10/2024] Open
Abstract
Background Multiple studies have confirmed the significant role of cathepsins in the development and progression of digestive system tumors. However, further investigation is needed to determine the causal relationships. Methods We conducted a two-sample bidirectional Mendelian randomization (MR) study using pooled data from a genome-wide association study (GWAS) to assess the causal associations between nine cathepsins (cathepsin B, E, F, G, H, L2, O, S, and Z) and six types of digestive system tumors, including hepatocellular carcinoma (HCC), pancreatic cancer (PCa), biliary tract cancer (BTC), colorectal cancer (CRC), gastric carcinoma (GC), and esophageal cancer (EC). We employed the following methods including inverse variance weighting (IVW), MR-Egger, weighted median (WM), Cochran's Q, MR-PRESSO, MR-Egger intercept test and leave-one-out sensitivity analysis. The STROBE-MR checklist for the reporting of MR studies was used in this study. Results The risk of HCC increased with high levels of cathepsin G (IVW: p = 0.029, odds ratio (OR) = 1.369, 95% confidence interval (CI) = 1.033-1.814). Similarly, BTC was associated with elevated cathepsin B levels (IVW: p = 0.025, OR = 1.693, 95% CI = 1.070-2.681). Conversely, a reduction in PCa risk was associated with increased cathepsin H levels (IVW: p = 0.027, OR = 0.896, 95% CI = 0.812-0.988). Lastly, high levels of cathepsin L2 were found to lower the risk of CRC (IVW: p = 0.034, OR = 0.814, 95% CI = 0.674-0.985). Conclusion Our findings confirm the causal relationship between cathepsins and digestive system tumors, which can offer valuable insights for the diagnosis and treatment of digestive system tumors.
Collapse
Affiliation(s)
- Xupeng Huang
- Graduate School, Changchun University of Traditional Chinese Medicine, Changchun, China
| | - Houbo Deng
- Department of Hepatology, First Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, China
| | - Bo Zhang
- Graduate School, Changchun University of Traditional Chinese Medicine, Changchun, China
| | - Kuisong Wang
- Graduate School, Changchun University of Traditional Chinese Medicine, Changchun, China
| | - Yi Qu
- Graduate School, Changchun University of Traditional Chinese Medicine, Changchun, China
| | - Ting Li
- Department of Hepatology, First Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, China
| | - Tiejun Liu
- Department of Hepatology, First Affiliated Hospital to Changchun University of Chinese Medicine, Changchun, China
| |
Collapse
|