1
|
Dong J, Du J, Liu R, Gao X, Wang Y, Ma L, Yang Y, Wu J, Yu J, Liu N. Depressive Disorder Affects TME and Hormonal Changes Promoting Tumour Deterioration Development. Immunology 2025. [PMID: 40341563 DOI: 10.1111/imm.13933] [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: 12/01/2024] [Revised: 04/04/2025] [Accepted: 04/07/2025] [Indexed: 05/10/2025] Open
Abstract
Cancer patients often suffer from depression, the presence of which promotes the deterioration of the cancer patient's condition and thus affects the patient's survival. However, the exact mechanisms underlying the relationship between depression and tumour progression remain unclear, and this complexity involves multi-system and multi-level interactions, with several key challenges remaining in current research. First, the extreme complexity of biological systems. Depression and tumors involve multiple pathways such as neuroendocrine, immune system, and metabolism, respectively, and there are nonlinear interactions between these pathways (e.g., HPA axis activation affects both immunosuppression and tumor angiogenesis), so it is difficult to isolate the predominant role of a single mechanism, and there are feedback loops (e.g., inflammatory factors (e.g., IL-6) can both induce depressive symptoms and promote tumor growth) form a "feedback loop between depression and tumors" that makes it difficult to determine the direction of causality. Second, the potential blind spot of mechanism research. There is insufficient direct evidence for the brain-tumor axis, and it is known that the vagus nerve or sympathetic nerves can directly modulate the tumor microenvironment (TME) (e.g., via β-adrenergic receptors), but there is a lack of technical support for in vivo imaging on how the CNS remotely affects tumors through the neural circuits; whereas depression-associated disturbances of the intestinal flora or in certain stages of tumor development (e.g., metastatic) or specific microenvironments (e.g., areas of hyper-infiltrating T-cells) may have long-term effects on the tumors, but such changes are difficult to capture in short-term experiments and cannot be precisely temporally resolved by existing technologies. However, there are limitations in current research methods. Existing studies have relied on mouse models of chronic stress (e.g., chronic unpredictable stress), but the "depression-like behaviour" of mice is fundamentally different from the clinical manifestations of depression in humans, and the TME (e.g., immune composition) is different from that of humans. Finally, for patients with cancer-associated depression, clinical treatment is usually a two-pronged strategy, but the combination of anticancer and antidepressant drugs has limitations, such as drug-drug interactions, safety issues, and the challenge of individualised treatment in clinical practice. Therefore, by elucidating the relationship between depression and tumour bidirectional effects, this review relatively clarifies how depression affects TME to promote tumour progression by influencing changes in immunosuppression, hormonal changes, glutamate/glutamate receptors, and intestinal flora. Further, some potential therapeutic strategies are proposed for the clinical treatment of this group of patients through the above pathological mechanism; at the same time, it was found that antidepressant drugs have potential antitumor activity, and their dual pharmacological effects may provide synergistic therapeutic benefits for patients with cancer-associated depressive disorders. This finding not only expands the choice of drugs for tumour therapy but also provides a new theoretical basis for comprehensive treatment strategies in the field of psycho-oncology.
Collapse
Affiliation(s)
- Jingjing Dong
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Juan Du
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Ruyun Liu
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Xinghua Gao
- Center for New Drug Safety Evaluation and Research, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, China
| | - Yixiao Wang
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Lin Ma
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Yong Yang
- Center for New Drug Safety Evaluation and Research, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, China
| | - Jing Wu
- College of Basic Medicine, Ningxia Medical University, Yin Chuan, China
| | - Jianqiang Yu
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| | - Ning Liu
- Department of Pharmacy, Ningxia Medical University, Yin Chuan, China
| |
Collapse
|
2
|
Chen X, Zhang Z, Wang K. Lactate released by lung adenocarcinoma (LUAD) cells promotes M2 macrophage polarization via the GPR132/cAMP/PKA pathway. Genes Genomics 2025; 47:521-531. [PMID: 40053234 DOI: 10.1007/s13258-025-01622-1] [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: 11/03/2024] [Accepted: 01/31/2025] [Indexed: 05/16/2025]
Abstract
BACKGROUND Increasing evidence suggests that lactate is an essential compound in the tumor microenvironment, and especially for macrophage cells. However, the mechanism by which lactate affects macrophages remains unclear. OBJECTIVE This study investigated whether and how lactate affects macrophage polarization in lung adenocarcinoma (LUAD). METHODS Clinical samples of LUAD and paracancerous tissue were obtained for evaluation of lactate dehydrogenase A (LDHA) expression. LUAD cell lines and THP-1 induced macrophages were used in this study. Quantitative real-time PCR (QPCR), western blotting, and immunohistochemical (IHC) staining were performed to detect gene expression. Flow cytometry and ELISA assays were used to detect the levels of M1 macrophage and M2 macrophage biomarkers. RESULTS LDHA was highly expressed in the LUAD tissues. Culture medium supernatants derived from LUAD cells (CM) promoted macrophage M2 polarization, and lactate levels were elevated in the CM. Inhibition of LDHA in LUAD cells decreased lactate levels and suppressed M2 macrophage polarization. Moreover, overexpression of GPR132 in macrophages promoted, while GPR132 knockdown in macrophages suppressed M2 macrophage polarization and cAMP (Cyclic Adenosine 3',5'-Monophosphate)/PKA (Protein Kinase) pathway activation induced by lactate. The effect of GPR132 overexpression was reversed by a PKA inhibitor (H-89). CONCLUSION Collectively, our results confirmed that lactate released by LUAD cells promoted M2 macrophage polarization via the GPR132/cAMP/PKA pathway.
Collapse
Affiliation(s)
- Xiao Chen
- Department of Geriatrics, The First Affiliated Hospital of Bengbu Medical University, Bengbu, China
| | - Zhongzheng Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Bengbu Medical University, 287 Chang Huai Road, Bengbu, 233000, Anhui, China
| | - Kangwu Wang
- Department of Thoracic Surgery, The First Affiliated Hospital of Bengbu Medical University, 287 Chang Huai Road, Bengbu, 233000, Anhui, China.
| |
Collapse
|
3
|
Ma S, Lu Y, Sui S, Yang JS, Fu BB, Tan PX, Chai Y, Lv J, Kong L, Wu X, Gao YB, Yan T. Unraveling the triad of immunotherapy, tumor microenvironment, and skeletal muscle biomechanics in oncology. Front Immunol 2025; 16:1572821. [PMID: 40242775 PMCID: PMC12000078 DOI: 10.3389/fimmu.2025.1572821] [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: 02/07/2025] [Accepted: 03/03/2025] [Indexed: 04/18/2025] Open
Abstract
The intricate interaction between skeletal muscle biomechanics, the tumor microenvironment, and immunotherapy constitutes a pivotal research focus oncology. This work provides a comprehensive review of methodologies for evaluating skeletal muscle biomechanics, including handheld dynamometry, advanced imaging techniques, electrical impedance myography, elastography, and single-fiber experiments to assess muscle quality and performance. Furthermore, it elucidates the mechanisms, applications, and limitations of various immunotherapy modalities, including immune checkpoint inhibitors, adoptive cell therapy, cancer vaccines, and combined chemoimmunotherapy, while examining their effects on skeletal muscle function and systemic immune responses. Key findings indicate that although immunotherapy is effective in augmenting antitumor immunity, it frequently induces muscle-related adverse effects such as weakness, fatigue, or damage, primarily mediated by cytokine release and immune activation. This work underscores the significance of immune niches within the tumor microenvironment in influencing treatment outcomes and proposes strategies to optimize therapy through personalized regimens and combinatorial approaches. This review highlights the need for further research on the formation of immune niches and interactions muscle-tumor. Our work is crucial for advancing the efficacy of immunotherapy, reducing adverse effects, and ultimately improving survival rates and quality of life of patients with cancer.
Collapse
Affiliation(s)
- Shuang Ma
- School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China
| | - Ying Lu
- School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China
| | - Shang Sui
- St. John’s Kilmarnock School, Breslau, ON, Canada
| | - Jia-shuo Yang
- Department of Anesthesiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bing-bing Fu
- Department of Anesthesiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Pei-xin Tan
- Department of Anesthesiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yicheng Chai
- School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China
| | - Jiaqi Lv
- School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China
| | - Lingyu Kong
- School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China
| | - Xiaolin Wu
- School of Mathematics and Statistics, Liaoning University, Shenyang, China
| | - Yi-bo Gao
- Department of Oral and Maxillofacial Surgery, Taikang Bybo Dental, Beijing, China
| | - Tao Yan
- Department of Anesthesiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| |
Collapse
|
4
|
Zhao L, Guo J, Xu S, Duan M, Liu B, Zhao H, Wang Y, Liu H, Yang Z, Yuan H, Jiang X, Jiang X. Abnormal changes in metabolites caused by m 6A methylation modification: The leading factors that induce the formation of immunosuppressive tumor microenvironment and their promising potential for clinical application. J Adv Res 2025; 70:159-186. [PMID: 38677545 PMCID: PMC11976433 DOI: 10.1016/j.jare.2024.04.016] [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: 02/18/2024] [Revised: 04/14/2024] [Accepted: 04/14/2024] [Indexed: 04/29/2024] Open
Abstract
BACKGROUND N6-methyladenosine (m6A) RNA methylation modifications have been widely implicated in the metabolic reprogramming of various cell types within the tumor microenvironment (TME) and are essential for meeting the demands of cellular growth and maintaining tissue homeostasis, enabling cells to adapt to the specific conditions of the TME. An increasing number of research studies have focused on the role of m6A modifications in glucose, amino acid and lipid metabolism, revealing their capacity to induce aberrant changes in metabolite levels. These changes may in turn trigger oncogenic signaling pathways, leading to substantial alterations within the TME. Notably, certain metabolites, including lactate, succinate, fumarate, 2-hydroxyglutarate (2-HG), glutamate, glutamine, methionine, S-adenosylmethionine, fatty acids and cholesterol, exhibit pronounced deviations from normal levels. These deviations not only foster tumorigenesis, proliferation and angiogenesis but also give rise to an immunosuppressive TME, thereby facilitating immune evasion by the tumor. AIM OF REVIEW The primary objective of this review is to comprehensively discuss the regulatory role of m6A modifications in the aforementioned metabolites and their potential impact on the development of an immunosuppressive TME through metabolic alterations. KEY SCIENTIFIC CONCEPTS OF REVIEW This review aims to elaborate on the intricate networks governed by the m6A-metabolite-TME axis and underscores its pivotal role in tumor progression. Furthermore, we delve into the potential implications of the m6A-metabolite-TME axis for the development of novel and targeted therapeutic strategies in cancer research.
Collapse
Affiliation(s)
- Liang Zhao
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China; Department of Colorectal Anal Surgery, Shenyang Coloproctology Hospital, Shenyang 110002, China.
| | - Junchen Guo
- Department of Radiology, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Shasha Xu
- Department of Gastroendoscopy, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Meiqi Duan
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Baiming Liu
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - He Zhao
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Yihan Wang
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Haiyang Liu
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Zhi Yang
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| | - Hexue Yuan
- Department of Colorectal Anal Surgery, Shenyang Coloproctology Hospital, Shenyang 110002, China.
| | - Xiaodi Jiang
- Department of Infectious Disease, Shengjing Hospital of China Medical University, Shenyang 110020, China.
| | - Xiaofeng Jiang
- Department of General Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, China.
| |
Collapse
|
5
|
Shi J, Han W, Wang J, Kong X. Anti-Tumor Strategies Targeting Nutritional Deprivation: Challenges and Opportunities. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2415550. [PMID: 39895165 DOI: 10.1002/adma.202415550] [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: 10/12/2024] [Revised: 01/04/2025] [Indexed: 02/04/2025]
Abstract
Higher and richer nutrient requirements are typical features that distinguish tumor cells from AU: cells, ensuring adequate substrates and energy sources for tumor cell proliferation and migration. Therefore, nutrient deprivation strategies based on targeted technologies can induce impaired cell viability in tumor cells, which are more sensitive than normal cells. In this review, nutrients that are required by tumor cells and related metabolic pathways are introduced, and anti-tumor strategies developed to target nutrient deprivation are described. In addition to tumor cells, the nutritional and metabolic characteristics of other cells in the tumor microenvironment (including macrophages, neutrophils, natural killer cells, T cells, and cancer-associated fibroblasts) and related new anti-tumor strategies are also summarized. In conclusion, recent advances in anti-tumor strategies targeting nutrient blockade are reviewed, and the challenges and prospects of these anti-tumor strategies are discussed, which are of theoretical significance for optimizing the clinical application of tumor nutrition deprivation strategies.
Collapse
Affiliation(s)
- Jinsheng Shi
- Qingdao Key Lab of Common Diseases, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao, Shandong, 266000, China
| | - Wei Han
- Qingdao Key Lab of Common Diseases, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao, Shandong, 266000, China
| | - Jie Wang
- Pharmacy Department, Qingdao Traditional Chinese Medicine Hospital (Qingdao Hiser Hospital), Qingdao, Shandong, 266000, China
| | - Xiaoying Kong
- Institute of Regenerative Medicine and Laboratory Technology Innovation, Qingdao University, Qingdao, Shandong, 266071, China
| |
Collapse
|
6
|
Liu Z, Liu Y, Kang X, Li L, Xiang Y. Subcellular Organelle Targeting as a Novel Approach to Combat Tumor Metastasis. Pharmaceutics 2025; 17:198. [PMID: 40006565 PMCID: PMC11859411 DOI: 10.3390/pharmaceutics17020198] [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: 12/31/2024] [Revised: 01/28/2025] [Accepted: 02/02/2025] [Indexed: 02/27/2025] Open
Abstract
Tumor metastasis, the spread of cancer cells from the primary site to distant organs, remains a formidable challenge in oncology. Central to this process is the involvement of subcellular organelles, which undergo significant functional and structural changes during metastasis. Targeting these specific organelles offers a promising avenue for enhanced drug delivery and metastasis therapeutic efficacy. This precision increases the potency and reduces potential off-target effects. Moreover, by understanding the role of each organelle in metastasis, treatments can be designed to disrupt the metastatic process at multiple stages, from cell migration to the establishment of secondary tumors. This review delves deeply into tumor metastasis processes and their connection with subcellular organelles. In order to target these organelles, biomembranes, cell-penetrating peptides, localization signal peptides, aptamers, specific small molecules, and various other strategies have been developed. In this review, we will elucidate targeting delivery strategies for each subcellular organelle and look forward to prospects in this domain.
Collapse
Affiliation(s)
- Zefan Liu
- Department of General Surgery, First People‘s Hospital of Shuangliu District (West China Airport Hospital of Sichuan University), Chengdu 610200, China; (Z.L.); (Y.L.)
| | - Yang Liu
- Department of General Surgery, First People‘s Hospital of Shuangliu District (West China Airport Hospital of Sichuan University), Chengdu 610200, China; (Z.L.); (Y.L.)
| | - Xin Kang
- Department of General Surgery, First People‘s Hospital of Shuangliu District (West China Airport Hospital of Sichuan University), Chengdu 610200, China; (Z.L.); (Y.L.)
| | - Lian Li
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China;
| | - Yucheng Xiang
- School of Pharmacy, Chengdu Medical College, Chengdu 610500, China
| |
Collapse
|
7
|
Tang W, Li X, Liu H, Xu C, Deng S. The role of macrophages in chronic pain. Cytokine 2025; 185:156813. [PMID: 39577336 DOI: 10.1016/j.cyto.2024.156813] [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: 10/08/2024] [Revised: 11/10/2024] [Accepted: 11/12/2024] [Indexed: 11/24/2024]
Abstract
Chronic pain typically lasts or recurs for more than three months and is an unpleasant sensory and emotional experience, including neuropathic pain, long-term tissue damage, tumors, and viral or bacterial infections.The unpleasantness associated with pain affects the basic life of patients and has become a truly global problem. Macrophages, a powerful immune effector cell whose functional plasticity leads to polarization into different subtypes and opposite effects in different environments, are also indispensable in the development of pain.In recent years, there has been an increasing number of studies on the effects of macrophages on pain, and there are multiple pathways that regulate macrophage polarization, including lipopolysaccharide induction and IL-4/IL-13 stimulation.In addition, pathways involving macrophages and macrophage polarization have been found to have an exacerbating or mitigating role in the progression of chronic pain, with M1 macrophages generally exacerbating pain progression and M2 macrophages mitigating pain progression.Therefore, modulating macrophage polarization holds great promise as an intervention in chronic pain. In this paper, we synthesize multiple macrophage pathways as well as mechanisms affecting their pain processes in the context of different types of chronic pain, providing new avenues for chronic pain relief.
Collapse
Affiliation(s)
- Weikang Tang
- School of Medicine, Tarim University, Alaer, 843300 Xinjiang, China
| | - Xuan Li
- School of Medicine, Tarim University, Alaer, 843300 Xinjiang, China
| | - Huixia Liu
- School of Medicine, Tarim University, Alaer, 843300 Xinjiang, China
| | - Chunyan Xu
- School of Medicine, Tarim University, Alaer, 843300 Xinjiang, China
| | - Siyao Deng
- School of Medicine, Tarim University, Alaer, 843300 Xinjiang, China..
| |
Collapse
|
8
|
Ma D, Wei P, Liu H, Hao J, Chen Z, Chu Y, Li Z, Shi W, Yuan Z, Cheng Q, Gao J, Zhu J, Li Z. Multi-omics-driven discovery of invasive patterns and treatment strategies in CA19-9 positive intrahepatic cholangiocarcinoma. J Transl Med 2024; 22:1031. [PMID: 39548460 PMCID: PMC11568536 DOI: 10.1186/s12967-024-05854-9] [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: 07/21/2024] [Accepted: 11/04/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICC) is a malignant tumor with a poor prognosis, predominantly CA19-9 positive. High CA19-9 levels correlate with increased aggressiveness and worse outcomes. This study employs multi-omics analysis to reveal molecular features and identify therapeutic targets of CA19-9 positive ICC, aiming to support individualized treatment. METHODS Data from seven clinical cohorts, two whole-exome sequencing cohorts, six RNA sequencing/microarray cohorts, one proteomic cohort, 20 single-cell RNA sequencing samples, and one spatial transcriptome sample were analyzed. Key findings were validated on tissue microarrays from 52 ICC samples. RESULTS CA19-9 positive ICC exhibited poorer OS (median 24.1 v.s. 51.5 months) and RFS (median 11.7 v.s. 28.2 months) compared to negative group (all P < 0.05). Genomic analysis revealed a higher KRAS mutation frequency in the positive group and a greater prevalence of IDH1/2 mutations in the negative group (all P < 0.05). Transcriptomic analysis indicated upregulated glycolysis pathways in CA19-9 positive ICC. Single-cell analysis identified specific glycolysis-related cell subclusters associated with poor prognosis, including Epi_SLC2A1, CAF_VEGFA, and Mph_SPP1. Higher hypoxia in the CA19-9 positive group led to metabolic reprogramming and promoted these cells' formation. These cells formed interactive communities promoting epithelial-mesenchymal transition (EMT) and angiogenesis. Drug sensitivity analysis identified six potential therapeutic drugs. CONCLUSIONS This study systematically elucidated the clinical, genomic, transcriptomic, and immune features of CA19-9 positive ICC. It reveals glycolysis-associated cellular communities and their cancer-promoting mechanisms, enhancing our understanding of ICC and laying the groundwork for individualized therapeutic strategies.
Collapse
Affiliation(s)
- Delin Ma
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Pengcheng Wei
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Hengkang Liu
- Peking University-Yunnan Baiyao International Medical Research Center, Beijing, 100191, China
| | - Jialing Hao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Zhuomiaoyu Chen
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Yingming Chu
- Peking University First Hospital, Beijing, 100191, China
| | - Zuyin Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Wenzai Shi
- Department of Hepatobiliary Surgery, Peking University International Hospital, Life Park Road No.1 Life Science Park of Zhong Guancun, Chang Ping District, Beijing, 102206, China
| | - Zhigao Yuan
- Department of General Surgery, Civil Aviation General Hospital, Beijing, 100123, China
| | - Qian Cheng
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jie Gao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jiye Zhu
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
| | - Zhao Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
| |
Collapse
|
9
|
Zhang Y, Ding X, Zhang X, Li Y, Xu R, Li HJ, Zuo D, Chen G. Unveiling the contribution of tumor-associated macrophages in driving epithelial-mesenchymal transition: a review of mechanisms and therapeutic Strategies. Front Pharmacol 2024; 15:1404687. [PMID: 39286635 PMCID: PMC11402718 DOI: 10.3389/fphar.2024.1404687] [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: 03/21/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Tumor-associated macrophages (TAMs), fundamental constituents of the tumor microenvironment (TME), significantly influence cancer development, primarily by promoting epithelial-mesenchymal transition (EMT). EMT endows cancer cells with increased motility, invasiveness, and resistance to therapies, marking a pivotal juncture in cancer progression. The review begins with a detailed exposition on the origins of TAMs and their functional heterogeneity, providing a foundational understanding of TAM characteristics. Next, it delves into the specific molecular mechanisms through which TAMs induce EMT, including cytokines, chemokines and stromal cross-talking. Following this, the review explores TAM-induced EMT features in select cancer types with notable EMT characteristics, highlighting recent insights and the impact of TAMs on cancer progression. Finally, the review concludes with a discussion of potential therapeutic targets and strategies aimed at mitigating TAM infiltration and disrupting the EMT signaling network, thereby underscoring the potential of emerging treatments to combat TAM-mediated EMT in cancer. This comprehensive analysis reaffirms the necessity for continued exploration into TAMs' regulatory roles within cancer biology to refine therapeutic approaches and improve patient outcomes.
Collapse
Affiliation(s)
- Yijia Zhang
- Department of Pharmacy, Taizhou Second People's Hospital (Mental Health Center affiliated to Taizhou University School of Medicine), Taizhou University, Taizhou, Zhejiang, China
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Xiaofei Ding
- Department of Pharmacology, Taizhou University, Taizhou, Zhejiang, China
| | - Xue Zhang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Ye Li
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Rui Xu
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Hai-Jun Li
- Department of Pharmacy, Taizhou Second People's Hospital (Mental Health Center affiliated to Taizhou University School of Medicine), Taizhou University, Taizhou, Zhejiang, China
| | - Daiying Zuo
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Guang Chen
- Department of Pharmacy, Taizhou Second People's Hospital (Mental Health Center affiliated to Taizhou University School of Medicine), Taizhou University, Taizhou, Zhejiang, China
- Department of Pharmacology, Taizhou University, Taizhou, Zhejiang, China
| |
Collapse
|
10
|
Gao Y, Wang Z, Jin X, Wang X, Tao Y, Huang S, Wang Y, Hua Y, Guo X, Xu J, Cai Z. Enhanced Osteosarcoma Immunotherapy via CaCO 3 Nanoparticles: Remodeling Tumor Acidic and Immune Microenvironment for Photodynamic Therapy. Adv Healthc Mater 2024; 13:e2400538. [PMID: 38759954 DOI: 10.1002/adhm.202400538] [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: 02/12/2024] [Revised: 05/10/2024] [Indexed: 05/19/2024]
Abstract
Osteosarcoma (OS) is a "cold" tumor enriched in noninflammatory M2 phenotype tumor-associated macrophages (TAMs), which limits the efficacy of immunotherapy. The acidic tumor microenvironment (TME), generated by factors such as excess hydrogen (H+) ions and high lactate levels, activates immunosuppressive cells, further promoting a suppressive tumor immune microenvironment (TIME). Therefore, a multitarget synergistic combination strategy that neutralizes the acidic TME and reprograms TAMs can be beneficial for OS therapy. Here, a calcium carbonate (CaCO3)/polydopamine (PDA)-based nanosystem (A-NPs@(SHK+Ce6)) is developed. CaCO3 nanoparticles are used to neutralize H+ ions and alleviate the suppressive TIME, and the loaded SHK not only synergizes with photodynamic therapy (PDT) but also inhibits lactate production, further reversing the acidic TME and repolarizing TAMs to consequently lead to enhanced PDT-induced tumor suppression and comprehensive beneficial effects on antitumor immune responses. Importantly, A-NPs@(SHK+Ce6), in combination with programmed cell death protein 1 (PD-1) checkpoint blockade, shows a remarkable ability to eliminate distant tumors and promote long-term immune memory function to protect against rechallenged tumors. This work presents a novel multiple-component combination strategy that coregulates the acidic TME and TAM polarization to reprogram the TIME.
Collapse
Affiliation(s)
- Yinghua Gao
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
- Department of Orthopedics, Jintan Hospital Affiliated to Jiangsu University, Changzhou, 213200, China
| | - Zhuoying Wang
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Xinmeng Jin
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Xiaoli Wang
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, 201620, China
| | - Yining Tao
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Shandeng Huang
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Yun Wang
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Yingqi Hua
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
- Department of Orthopedics, Jinshan Hospital of Fudan University, Shanghai, 20023, China
| | - Xuran Guo
- College of Biological Science and Medical Engineering, Donghua University, Shanghai, 201620, China
- Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated Jiao Tong University School of Medicine, Shanghai, 20023, China
| | - Jing Xu
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
| | - Zhengdong Cai
- Department of Orthopedics, Shanghai Bone Tumor Institution, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Street, Shanghai, 200080, China
- Department of Orthopedics, Jintan Hospital Affiliated to Jiangsu University, Changzhou, 213200, China
| |
Collapse
|
11
|
Hadad S, Khalaji A, Sarmadian AJ, Sarmadian PJ, Janagard EM, Baradaran B. Tumor-associated macrophages derived exosomes; from pathogenesis to therapeutic opportunities. Int Immunopharmacol 2024; 136:112406. [PMID: 38850795 DOI: 10.1016/j.intimp.2024.112406] [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: 01/30/2024] [Revised: 05/19/2024] [Accepted: 06/02/2024] [Indexed: 06/10/2024]
Abstract
Tumor-associated macrophages (TAMs) exert profound influences on cancer progression, orchestrating a dynamic interplay within the tumor microenvironment. Recent attention has focused on the role of TAM-derived exosomes, small extracellular vesicles containing bioactive molecules, in mediating this intricate communication. This review comprehensively synthesizes current knowledge, emphasizing the diverse functions of TAM-derived exosomes across various cancer types. The review delves into the impact of TAM-derived exosomes on fundamental cancer hallmarks, elucidating their involvement in promoting cancer cell proliferation, migration, invasion, and apoptosis evasion. By dissecting the molecular cargo encapsulated within these exosomes, including microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and proteins, the review uncovers key regulatory mechanisms governing these effects. Noteworthy miRNAs, such as miR-155, miR-196a-5p, and miR-221-3p, are highlighted for their pivotal roles in mediating TAM-derived exosomal communication and influencing downstream targets. Moreover, the review explores the impact of TAM-derived exosomes on the immune microenvironment, particularly their ability to modulate immune cell function and foster immune evasion. The discussion encompasses the regulation of programmed cell death ligand 1 (PD-L1) expression and subsequent impairment of CD8 + T cell activity, unraveling the immunosuppressive effects of TAM-derived exosomes. With an eye toward clinical implications, the review underscores the potential of TAM-derived exosomes as diagnostic markers and therapeutic targets. Their involvement in cancer progression, metastasis, and therapy resistance positions TAM-derived exosomes as key players in reshaping treatment strategies. Finally, the review outlines future directions, proposing avenues for targeted therapies aimed at disrupting TAM-derived exosomal functions and redefining the tumor microenvironment.
Collapse
Affiliation(s)
- Sara Hadad
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Amirreza Khalaji
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Connective Tissue Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | | | | | - Behzad Baradaran
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
12
|
Dai L, Fan G, Xie T, Li L, Tang L, Chen H, Shi Y, Han X. Single-cell and spatial transcriptomics reveal a high glycolysis B cell and tumor-associated macrophages cluster correlated with poor prognosis and exhausted immune microenvironment in diffuse large B-cell lymphoma. Biomark Res 2024; 12:58. [PMID: 38840205 PMCID: PMC11155084 DOI: 10.1186/s40364-024-00605-w] [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: 05/15/2024] [Accepted: 05/22/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous malignancy characterized by varied responses to treatment and prognoses. Understanding the metabolic characteristics driving DLBCL progression is crucial for developing personalized therapies. METHODS This study utilized multiple omics technologies including single-cell transcriptomics (n = 5), bulk transcriptomics (n = 966), spatial transcriptomics (n = 10), immunohistochemistry (n = 34), multiple immunofluorescence (n = 20) and to elucidate the metabolic features of highly malignant DLBCL cells and tumor-associated macrophages (TAMs), along with their associated tumor microenvironment. Metabolic pathway analysis facilitated by scMetabolism, and integrated analysis via hdWGCNA, identified glycolysis genes correlating with malignancy, and the prognostic value of glycolysis genes (STMN1, ENO1, PKM, and CDK1) and TAMs were verified. RESULTS High-glycolysis malignant DLBCL tissues exhibited an immunosuppressive microenvironment characterized by abundant IFN_TAMs (CD68+CXCL10+PD-L1+) and diminished CD8+ T cell infiltration. Glycolysis genes were positively correlated with malignancy degree. IFN_TAMs exhibited high glycolysis activity and closely communicating with high-malignancy DLBCL cells identified within datasets. The glycolysis score, evaluated by seven genes, emerged as an independent prognostic factor (HR = 1.796, 95% CI: 1.077-2.995, p = 0.025 and HR = 2.631, 95% CI: 1.207-5.735, p = 0.015) along with IFN_TAMs were positively correlated with poor survival (p < 0.05) in DLBCL. Immunohistochemical validation of glycolysis markers (STMN1, ENO1, PKM, and CDK1) and multiple immunofluorescence validation of IFN_TAMs underscored their prognostic value (p < 0.05) in DLBCL. CONCLUSIONS This study underscores the significance of glycolysis in tumor progression and modulation of the immune microenvironment. The identified glycolysis genes and IFN_TAMs represent potential prognostic markers and therapeutic targets in DLBCL.
Collapse
Affiliation(s)
- Liyuan Dai
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Guangyu Fan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Tongji Xie
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Lin Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Le Tang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Haizhu Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Centre, Department of Medical Oncology, Phase I Clinical Trial Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, P. R. China
| | - Yuankai Shi
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| | - Xiaohong Han
- Clinical Pharmacology Research Center, Peking Union Medical College Hospital, State Key Laboratory of Complex Severe and Rare Diseases, NMPA Key Laboratory for Clinical Research and Evaluation of Drug, Beijing Key Laboratory of Clinical PK & PD Investigation for Innovative Drugs, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
| |
Collapse
|
13
|
Syrnioti A, Petousis S, Newman LA, Margioula-Siarkou C, Papamitsou T, Dinas K, Koletsa T. Triple Negative Breast Cancer: Molecular Subtype-Specific Immune Landscapes with Therapeutic Implications. Cancers (Basel) 2024; 16:2094. [PMID: 38893213 PMCID: PMC11171372 DOI: 10.3390/cancers16112094] [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: 05/01/2024] [Revised: 05/28/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
Triple Negative Breast Cancer (TNBC) is characterized by distinct molecular subtypes with unique biological and clinical features. This systematic review aimed to identify articles examining the differences in the tumor immune microenvironment (TIME) across different TNBC molecular subtypes. Six studies meeting inclusion criteria were analyzed, utilizing gene expression profiling and bioinformatic analyses to classify TNBC samples into molecular subtypes, as well as immunohistochemistry and cell deconvolution methods to characterize the TIME. Results revealed significant heterogeneity in immune cell composition among TNBC subtypes, with the immunomodulatory (IM) subtype demonstrating robust immune infiltration, composed mainly of adaptive immune cells along with an increased density of CTLA-4+ and PD-1+ TILs, high PD-L1 tumor cell expression, and upregulation of FOXP3+ Tregs. A more immunosuppressive TIME with a predominance of innate immune cells and lower levels of tumor-infiltrating lymphocytes (TILs) was observed in luminal androgen receptor (LAR) tumors. In mesenchymal stem-like (MSL) tumors, the TIME was mainly composed of innate immune cells, with a high number of M2 tumor-associated macrophages (TAMs), while the BL and M tumors displayed poor adaptive and innate immune responses, indicating an "immune-cold" phenotype. Differential activation of signaling pathways, genomic diversity, and metabolic reprogramming were identified as contributors to TIME heterogeneity. Understanding this interplay is crucial for tailoring therapeutic strategies, especially regarding immunotherapy.
Collapse
Affiliation(s)
- Antonia Syrnioti
- Department of Pathology, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Stamatios Petousis
- 2nd Department of Obstetrics and Gynaecology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (S.P.); (K.D.)
| | - Lisa A. Newman
- Department of Breast Surgery, New York Presbyterian-Weill Cornell Medicine, New York, NY 10065, USA;
| | - Chrysoula Margioula-Siarkou
- MSc Program in Gynaecologic Oncology and Breast Oncology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Theodora Papamitsou
- Laboratory of Histology-Embryology, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Konstantinos Dinas
- 2nd Department of Obstetrics and Gynaecology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (S.P.); (K.D.)
| | - Triantafyllia Koletsa
- Department of Pathology, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| |
Collapse
|
14
|
Chang J, Feng Q, Mao Y, Zhang Z, Xu Y, Chen Y, Zheng P, Lin S, Shen F, Zhang Z, Zhang Z, He G, Xu J, Wei Y. Siglec9 + tumor-associated macrophages predict prognosis and therapeutic vulnerability in patients with colon cancer. Int Immunopharmacol 2024; 130:111771. [PMID: 38430807 DOI: 10.1016/j.intimp.2024.111771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/09/2024] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND Siglec9 has been identified as an immune checkpoint molecule on tumor-associated macrophages (TAMs). Nevertheless, the expression profile and clinical significance of Siglec9 + TAMs in colon cancer (CC) are still not fully understood. METHODS Two clinical cohorts from distinct medical centers were retrospectively enrolled. Immunohistochemistry and immunofluorescence were conducted to evaluate the infiltration of immune cells. Single-cell RNA sequencing and flow cytometry were utilized to identify the impact of Siglec9 + TAMs on the tumor immune environment, which was subsequently validated through bioinformatics analysis of the TCGA database. Prognosis and the benefit of adjuvant chemotherapy (ACT) were also evaluated using Cox regression analysis and the Kaplan-Meier method. RESULTS High infiltration of Siglec9 + TAMs was associated with worse prognosis and better benefit from 6-month ACT. Siglec9 + TAMs contributed to immunoevasion by promoting the infiltration of immunosuppressive cells and the dysfunction process of CD8 + T cells. Additionally, high infiltration of Siglec9 + TAMs was associated with the mesenchymal-featured subtype and overexpression of the VEGF signaling pathway, which was validated by the strongest communication between Siglec9 + TAMs and vascular endothelial cells. CONCLUSIONS Siglec9 + TAMs may serve as a biomarker for prognosis and response to ACT in CC. Furthermore, the immunoevasive contexture and angiogenesis stimulated by Siglec9 + TAMs suggest potential treatment combinations for CC patients.
Collapse
Affiliation(s)
- Jiang Chang
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Huadong Hospital, Fudan University, Shanghai, China
| | - Qingyang Feng
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive, Shanghai, China
| | - Yihao Mao
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhiyuan Zhang
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yuqiu Xu
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yijiao Chen
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng Zheng
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Songbin Lin
- General Surgery Department, Zhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, Fujian Province, China
| | - Feifan Shen
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhuojian Zhang
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ziqi Zhang
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guodong He
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive, Shanghai, China.
| | - Jianmin Xu
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive, Shanghai, China.
| | - Ye Wei
- Colorectal Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China; Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive, Shanghai, China; Department of General Surgery, Huadong Hospital, Fudan University, Shanghai, China.
| |
Collapse
|
15
|
Sturniolo I, Váróczy C, Regdon Z, Mázló A, Muzsai S, Bácsi A, Intili G, Hegedűs C, Boothby MR, Holechek J, Ferraris D, Schüler H, Virág L. PARP14 Contributes to the Development of the Tumor-Associated Macrophage Phenotype. Int J Mol Sci 2024; 25:3601. [PMID: 38612413 PMCID: PMC11011797 DOI: 10.3390/ijms25073601] [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: 02/15/2024] [Revised: 03/19/2024] [Accepted: 03/21/2024] [Indexed: 04/14/2024] Open
Abstract
Cancers reprogram macrophages (MΦs) to a tumor-growth-promoting TAM (tumor-associated MΦ) phenotype that is similar to the anti-inflammatory M2 phenotype. Poly(ADP-ribose) polymerase (PARP) enzymes regulate various aspects of MΦ biology, but their role in the development of TAM phenotype has not yet been investigated. Here, we show that the multispectral PARP inhibitor (PARPi) PJ34 and the PARP14 specific inhibitor MCD113 suppress the expression of M2 marker genes in IL-4-polarized primary murine MΦs, in THP-1 monocytic human MΦs, and in primary human monocyte-derived MΦs. MΦs isolated from PARP14 knockout mice showed a limited ability to differentiate to M2 cells. In a murine model of TAM polarization (4T1 breast carcinoma cell supernatant transfer to primary MΦs) and in a human TAM model (spheroids formed from JIMT-1 breast carcinoma cells and THP-1-MΦs), both PARPis and the PARP14 KO phenotype caused weaker TAM polarization. Increased JIMT-1 cell apoptosis in co-culture spheroids treated with PARPis suggested reduced functional TAM reprogramming. Protein profiling arrays identified lipocalin-2, macrophage migration inhibitory factor, and plasminogen activator inhibitor-1 as potential (ADP-ribosyl)ation-dependent mediators of TAM differentiation. Our data suggest that PARP14 inhibition might be a viable anticancer strategy with a potential to boost anticancer immune responses by reprogramming TAMs.
Collapse
Affiliation(s)
- Isotta Sturniolo
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (I.S.); (C.V.); (Z.R.); (C.H.)
- Doctoral School of Molecular Medicine, University of Debrecen, 4032 Debrecen, Hungary
| | - Csongor Váróczy
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (I.S.); (C.V.); (Z.R.); (C.H.)
- National Academy of Scientist Education, 4032 Debrecen, Hungary
| | - Zsolt Regdon
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (I.S.); (C.V.); (Z.R.); (C.H.)
| | - Anett Mázló
- Department of Immunology, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (A.M.); (S.M.); (A.B.)
| | - Szabolcs Muzsai
- Department of Immunology, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (A.M.); (S.M.); (A.B.)
- Gyula Petrányi Doctoral School of Clinical Immunology and Allergology, University of Debrecen, 4032 Debrecen, Hungary
| | - Attila Bácsi
- Department of Immunology, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (A.M.); (S.M.); (A.B.)
- HUN-REN-DE Allergology Research Group, 4032 Debrecen, Hungary
| | - Giorgia Intili
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy;
| | - Csaba Hegedűs
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (I.S.); (C.V.); (Z.R.); (C.H.)
| | - Mark R. Boothby
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN 37235, USA;
| | | | - Dana Ferraris
- Department of Chemistry, McDaniel College, Westminster, MD 21157, USA;
| | - Herwig Schüler
- Center for Molecular Protein Science, Department of Chemistry, Lund University, 22100 Lund, Sweden;
| | - László Virág
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary; (I.S.); (C.V.); (Z.R.); (C.H.)
- HUN-REN-DE Cell Biology and Signaling Research Group, 4032 Debrecen, Hungary
| |
Collapse
|
16
|
Shu Q, Ma H, Wang T, Wang P, Xu H. Formaldehyde promotes tumor-associated macrophage polarizations and functions through induction of HIF-1α-mediated glycolysis. Toxicol Lett 2023; 390:5-14. [PMID: 37944650 DOI: 10.1016/j.toxlet.2023.11.002] [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: 07/18/2023] [Revised: 10/15/2023] [Accepted: 11/06/2023] [Indexed: 11/12/2023]
Abstract
Formaldehyde (FA) exposure has been positively correlated with many diseases including various types of cancers. However, the mechanisms of FA-related carcinogenesis are still unclear. Tumor-associated macrophages (TAMs) are the most abundant immune cells in tumor microenvironment, which is a heterogeneous population consist of both pro-inflammatory (M1) and immunosuppressive (M2) cells. TAMs are deeply involved in tumor development and progression. Our previous studies demonstrated that FA enhanced M1 polarization of macrophages through induction of HIF-1α-mediated glycolysis. To examine if TAM polarizations are also potentiated by FA, BALB/c nude mice were inoculated with A549 cells to develop subcutaneous tumors and exposed to 2.0 mg/m3 FA for 14 days. Significant increases of both M1 and M2 polarizations of TAMs were observed in tumor tissues of FA-exposed mice. After confirmation of the potentiation effects in RAW264.7 and THP-1-derived in vitro TAM models, FA at 25 and 50 μM was found to enhance TAM immunosuppressive functions and glycolytic metabolism. In addition, FA-induced glycolysis in TAMs was reversed by a specific HIF-1α inhibitor PX-478 at 5 μM, and suppression of glycolytic metabolism with a glucose analog 2-DG at 1 mM also alleviated FA-potentiated TAM functions, which indicated that FA induced TAM polarizations through the upregulation of HIF-1α-mediated glycolysis. These results illustrated a potential carcinogenic mechanism of FA through metabolic disturbance of tumor immunity, which could be utilized to develop preventative or therapeutic agents for FA-induced carcinogenesis and immune disorders.
Collapse
Affiliation(s)
- Qi Shu
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism and Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Huijuan Ma
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism and Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Tingqian Wang
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism and Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Peiyao Wang
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism and Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Huan Xu
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism and Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China.
| |
Collapse
|
17
|
Cao M, Chen P, Peng B, Cheng Y, Xie J, Hou Z, Chen H, Ye L, Li H, Wang H, Ren L, Xiong L, Geng L, Gong S. The transcription factor ELF4 alleviates inflammatory bowel disease by activating IL1RN transcription, suppressing inflammatory TH17 cell activity, and inducing macrophage M2 polarization. Front Immunol 2023; 14:1270411. [PMID: 38022496 PMCID: PMC10657822 DOI: 10.3389/fimmu.2023.1270411] [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: 07/31/2023] [Accepted: 10/06/2023] [Indexed: 12/01/2023] Open
Abstract
Background Inflammatory bowel disease (IBD) is a chronic immune-mediated disorder affecting millions worldwide. Due to the complexity of its pathogenesis, the treatment options for IBD are limited. This study focuses on ELF4, a member of the ETS transcription factor family, as a target to elucidate its role in IBD and investigate its mechanism of action in alleviating IBD symptoms by activating IL1RN transcription to suppress the activity of inflammatory TH17 cells. Methods Using the GEO database, this study examined LPS-induced intestinal inflammatory genes and their regulation mechanisms. We examined the colon length of LPS-treated mice and derived the Disease Activity Index (DAI). H&E staining, ELISA, and flow cytometry were used to detect mice colon tissue damage, inflammatory factor levels in mouse serum, mouse macrophage types and inflammatory TH17 cell activity. RT-qPCR and Western blot detected ELF4, IL1RN, M1, and M2 polarization markers. In Vitro, using dual-luciferase and ChIP assays, we tested mouse bone marrow-derived macrophages (BMDMs) and mouse intestinal epithelial cells for IL1RN promoter activity and ELF4 enrichment. Results Bioinformatics showed that LPS-induced colitis animals have reduced ELF4 expression in their colon tissue. In vivo tests confirmed reduced ELF4 expression in mice with LPS-induced colitis. ELF4 overexpression reduced mouse intestinal inflammation. ELF4 activated IL1RN transcription in bioinformatics and in vitro tests. ELF4 promoted IL1RN transcription and macrophage M2 polarization to limit intestinal epithelial cell death and inflammation and reduce mouse intestinal inflammation in vitro. ELF4 also reduced the Th17/Treg ratio by increasing IL1RN transcription. Conclusion ELF4 activates IL1RN transcription, suppresses inflammatory TH17 cells, and induces macrophage M2 polarization to treat IBD.
Collapse
Affiliation(s)
- Meiwan Cao
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Peiyu Chen
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Baoling Peng
- Center for Child Health and Mental Health, Shenzhen Childen’s Hospital, Shenzhen, China
| | - Yang Cheng
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Jing Xie
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Ziang Hou
- Department of Internal, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huan Chen
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Liping Ye
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huiwen Li
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Hongli Wang
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Lu Ren
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Liya Xiong
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Lanlan Geng
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Sitang Gong
- Department of Gastroenterology, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China
| |
Collapse
|
18
|
Shen C, Liu J, Jiao W, Zhang X, Zhao X, Yang X, Wang Y. A feed-forward loop based on aerobic glycolysis and TGF-β between tumor-associated macrophages and bladder cancer cells promoted malignant progression and immune escape. J Cancer Res Clin Oncol 2023; 149:12867-12880. [PMID: 37462772 DOI: 10.1007/s00432-023-05164-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/09/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE Immunotherapy with programmed cell death 1/ligand 1 (PD-1/PD-L1) checkpoint inhibitors has revolutionized the systemic treatment of solid tumors, including bladder cancer. Previous studies have shown that enhanced glycolysis, tumor-associated macrophage (TAM) infiltration, and TGF-β secretion in the tumor microenvironment (TME) are closely related to PD-1/PD-L1 inhibitor immunotherapy resistance. However, the potential mechanism of their interaction in bladder cancer has not been fully uncovered. METHODS By coculturing bladder cancer cells and TAMs, we studied the relationship and interaction mechanism between tumor cell glycolysis, TAM functional remodeling, TGF-β positive feedback secretion, and PD-L1 mRNA m6A methylation in the bladder cancer microenvironment. RESULTS Bioinformatics analysis and IHC staining found a close correlation between tumor glycolysis, M2 TAM infiltration, and the prognosis of bladder cancer patients. In Vitro experiments demonstrated that bladder cancer cells could re-educate M2 TAMs through lactate and promote TGF-β secretion via the HIF-1α signaling pathway. Reciprocally, in vitro, and in vivo experiments validated that M2 TAMs could promote glycolysis in bladder cancer cells by TGF-β via the Smad2/3 signaling pathways. Furthermore, M2 TAMs could also promote CSCs and EMT of bladder cancer cells. More importantly, we found M2 TAMs enhance PD-L1 mRNA m6A methylation by promoting METLL3 expression in bladder cancer via the TGF-β/Smad2/3 pathway in the TME. CONCLUSIONS Our study highlights a feed-forward loop based on aerobic glycolysis and TGF-β between M2 TAMs and bladder cancer cells, which may be a potential mechanism of malignant progression and immunotherapy resistance in bladder cancer.
Collapse
Affiliation(s)
- Chengquan Shen
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China
| | - Jing Liu
- Department of Research Management and International Cooperation, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Wei Jiao
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China
| | - Xuezhou Zhang
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China
| | - Xinzhao Zhao
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China
| | - Xuecheng Yang
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China.
| | - Yonghua Wang
- Department of Urology, The Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, People's Republic of China.
- Key Laboratory of Urology and Andrology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
| |
Collapse
|
19
|
Nakano T, Chen CL, Chen IH, Tseng HP, Chiang KC, Lai CY, Hsu LW, Goto S, Lin CC, Cheng YF. Overexpression of miR-4669 Enhances Tumor Aggressiveness and Generates an Immunosuppressive Tumor Microenvironment in Hepatocellular Carcinoma: Its Clinical Value as a Predictive Biomarker. Int J Mol Sci 2023; 24:ijms24097908. [PMID: 37175615 PMCID: PMC10177802 DOI: 10.3390/ijms24097908] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/20/2023] [Accepted: 04/21/2023] [Indexed: 05/15/2023] Open
Abstract
Accumulating evidence suggests the involvement of tumor-derived exosomes in the development and recurrence of hepatocellular carcinoma (HCC). We previously identified miR-4669 as a highly expressed microRNA in circulating exosomes obtained from patients with post-transplant HCC recurrence. This study aimed to explore how overexpression of miR-4669 affects HCC development and recurrence. The impact of miR-4669 overexpression in Hep3B cells on tumor cell behavior and the tumor microenvironment was evaluated in vitro. In addition, the clinical value of exosomal miR-4669 for the prediction of treatment response to HCC downstaging therapies and following post-transplant HCC recurrence was explored. Overexpression of miR-4669 enhanced migration ability and led to acquired sorafenib resistance with an elevation of sirtuin 1 and long noncoding RNA associated with microvascular invasion. Active release of tumor-derived exosomes and glyceraldehyde 3-phosphate dehydrogenase (GAPDH) contributed to generating an immunosuppressive tumor microenvironment through the induction of M2 macrophage polarization. The retrospective analysis demonstrated the clinical value of exosomal miR-4669 for predicting treatment response to HCC downstaging therapies and for risk assessment of post-transplant HCC recurrence. In summary, the present data demonstrate the impact of exosomal miR-4669 on HCC recurrence through the enhancement of tumor aggressiveness and generation of an immunosuppressive tumor microenvironment.
Collapse
Affiliation(s)
- Toshiaki Nakano
- Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Taoyuan 333, Taiwan
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Chao-Long Chen
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - I-Hsuan Chen
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Hui-Peng Tseng
- Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Taoyuan 333, Taiwan
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Kuei-Chen Chiang
- Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Taoyuan 333, Taiwan
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Chia-Yun Lai
- Liver Transplantation Center, Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Li-Wen Hsu
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Shigeru Goto
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
- Nobeoka Medical Check Center, Fukuoka Institution of Occupational Health, Nobeoka 882-0872, Japan
| | - Chih-Che Lin
- Liver Transplantation Center, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Yu-Fan Cheng
- Liver Transplantation Center, Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| |
Collapse
|