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Ho V, Chung L, Rutland T, Lea V, Lim SH, Abubakar A, Ng W, Lee M, Roberts TL, Chua W, Mackenzie S, Lee CS. Prognostic Value of LC3A Protein Expression Patterns in Rectal Cancer Tumors. Cancers (Basel) 2025; 17:1568. [PMID: 40361494 PMCID: PMC12071802 DOI: 10.3390/cancers17091568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 04/26/2025] [Accepted: 05/03/2025] [Indexed: 05/15/2025] Open
Abstract
Background/Objectives: Autophagy is a conserved self-degradation process by which cells break down and recycle their cellular constituents. This process is activated by various stressors, including nutrient deprivation and DNA damage, and has also been associated with tumor progression. In the present study, we aimed to determine the expression patterns, clinicopathological significance, and prognostic value of the autophagy marker microtubule-associated protein 1 light chain 3 alpha (LC3A)-an essential component of autophagic vacuoles-in rectal cancer. Methods: LC3A reactivity was measured by immunohistochemistry in tumor samples from 243 patients who underwent surgery for rectal cancer. Results: Three distinct patterns of LC3A expression were identified: diffuse cytoplasmic, perinuclear, and stone-like structures (SLS). In Kaplan-Meier survival analyses, patients positive for the SLS pattern of LC3A staining in the tumor periphery (TP) had worse overall survival (OS; p = 0.001) and disease-free survival (DFS; p = 0.030) than those without SLSs in this region, as determined by the log-rank test. When patients were stratified by tumor stage, this result was significant in those with stage T3-T4 (OS, p < 0.001; DFS, p = 0.001) but not T1-T2 disease. Multivariate Cox regression analysis further showed an association between TP-localized LC3A SLS positivity and reduced OS for the overall cohort (hazard ratio [HR] = 2.6313, 95% confidence interval [CI]: 1.090-6.349, p = 0.031) and specifically those in the T3-T4 subgroup (HR = 3.347, 95% CI: 1.657-6.760, p = 0.001). Conclusions: Our findings suggest that positivity for SLSs in the TP may hold clinical value as a biomarker for survival prognosis in rectal cancer patients.
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Affiliation(s)
- Vincent Ho
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
| | - Liping Chung
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
| | - Tristan Rutland
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Department of Anatomical Pathology, Liverpool Hospital, Liverpool, NSW 2170, Australia
| | - Vivienne Lea
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Department of Anatomical Pathology, Liverpool Hospital, Liverpool, NSW 2170, Australia
| | - Stephanie H. Lim
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
- Department of Medical Oncology, Liverpool Hospital, Liverpool, NSW 2170, Australia;
- Macarthur Cancer Therapy Centre, Campbelltown Hospital, Campbelltown, NSW 2560, Australia
| | - Askar Abubakar
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
| | - Weng Ng
- Department of Medical Oncology, Liverpool Hospital, Liverpool, NSW 2170, Australia;
| | - Mark Lee
- Department of Radiation Oncology, Liverpool Hospital, Liverpool, NSW 2170, Australia;
| | - Tara L. Roberts
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
- South Western Sydney Clinical School, University of New South Wales, Liverpool Hospital, Liverpool, NSW 2170, Australia
| | - Wei Chua
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Department of Radiation Oncology, Liverpool Hospital, Liverpool, NSW 2170, Australia;
- Discipline of Medical Oncology, School of Medicine, Western Sydney University, Liverpool, NSW 2170, Australia
| | - Scott Mackenzie
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Department of Colorectal Surgery, Liverpool Hospital, Liverpool, NSW 2170, Australia
| | - Cheok Soon Lee
- School of Medicine, Western Sydney University, Penrith, NSW 2751, Australia; (L.C.); (T.R.); (V.L.); (A.A.); (T.L.R.); (W.C.); (S.M.); (C.S.L.)
- Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia;
- Department of Anatomical Pathology, Liverpool Hospital, Liverpool, NSW 2170, Australia
- Discipline of Pathology, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
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Pu C, Liu Y, Zhu J, Ma J, Cui M, Mehdi OM, Wang B, Wang A, Zhang C. Mechanisms insights into bisphenol S-induced oxidative stress, lipid metabolism disruption, and autophagy dysfunction in freshwater crayfish. JOURNAL OF HAZARDOUS MATERIALS 2024; 479:135704. [PMID: 39217924 DOI: 10.1016/j.jhazmat.2024.135704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Bisphenol S (BPS) is widely used in plastic products, food packaging, electronic products, and other applications. In recent years, BPS emissions have increasingly impacted aquatic ecosystems. The effects of BPS exposure on aquatic animal health have been documented; however, our understanding of its toxicology remains limited. This study aimed to explore the mechanisms of lipid metabolism disorders, oxidative stress, and autophagy dysfunction induced in freshwater crayfish (Procambarus clarkii) by exposure to different concentrations of BPS (0 µg/L, 1 µg/L, 10 µg/L, and 100 µg/L) over 14 d. The results indicated that BPS exposure led to oxidative stress by inducing elevated levels of reactive oxygen species (ROS) and inhibiting the activity of antioxidant-related enzymes. Additionally, BPS exposure led to increased lipid content in the serum and hepatopancreas, which was associated with elevated lipid-related enzyme activity and increased expression of related genes. Furthermore, BPS exposure decreased levels of phosphatidylcholine (PC) and phosphatidylinositol (PI), disrupted glycerophospholipid (GPI) metabolism, and caused lipid deposition in the hepatopancreatic. These phenomena may have occurred because BPS exposure reduced the transport of fatty acids and led to hepatopancreatic lipid deposition by inhibiting the transport and synthesis of PC and PI in the hepatopancreas, thereby inhibiting the PI3K-AMPK pathway. In conclusion, BPS exposure induced oxidative stress, promoted lipid accumulation, and led to autophagy dysfunction in the hepatopancreas of freshwater crayfish. Collectively, our findings provide the first evidence that environmentally relevant levels of BPS exposure can induce hepatopancreatic lipid deposition through multiple pathways, raising concerns about the potential population-level harm of BPS and other bisphenol analogues.
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Affiliation(s)
- Changchang Pu
- Henan University of Science and Technology, Luoyang, Henan, China
| | - Yuanyi Liu
- Henan University of Science and Technology, Luoyang, Henan, China
| | - Jiaxiang Zhu
- Henan University of Science and Technology, Luoyang, Henan, China
| | - Jianshuang Ma
- Henan University of Science and Technology, Luoyang, Henan, China
| | - Mengran Cui
- Henan University of Science and Technology, Luoyang, Henan, China
| | | | - Bingke Wang
- Henan Academy of Fishery Sciences, Zhengzhou, Henan, China
| | - Aimin Wang
- Yancheng Institute of Technology, Yancheng, Jiangsu, China
| | - Chunnuan Zhang
- Henan University of Science and Technology, Luoyang, Henan, China.
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3
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Fu X, Jiao Y, Feng Y, Lin F, Zhang B, Mao Q, Wang J, Jiang W, Mou Y, Wang H, Wang S. Scaffold Hopping of Pristimerin Provides Derivatives Containing a Privileged Quinoxaline Substructure as Potent Autophagy Inducers in Breast Cancer Cells. JOURNAL OF NATURAL PRODUCTS 2024; 87:1952-1964. [PMID: 39106494 DOI: 10.1021/acs.jnatprod.4c00373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/09/2024]
Abstract
Pristimerin is a natural triterpenoid that has received much attention from medicinal chemists for its multiple biological activities. However, structural modifications of pristimerin, especially those aimed at discovering antitumor agents, are relatively limited. In this study, two series of pristimerin derivatives containing phenyloxazole and quinoxaline moieties, respectively, were designed via the scaffold hopping strategy. The target compounds were synthesized and analyzed for their cytotoxic activities in vitro using the MTT assay. The most potent cytotoxic compound (21o) significantly inhibited the proliferation of MCF-7 cells with an IC50 value of 2.0 μM, 1.5-fold more potent than pristimerin (IC50 = 3.0 μM). Compared with pristimerin, compound 21o displayed the greatest improvement in selectivity (25.7-fold) against the MCF-7 and MCF-10A cell lines. Transmission electron microscopy, monodansylcadaverine and DCFH-DA staining, Western blotting, and different inhibitor assays were performed to elucidate the mechanism of action of compound 21o. Compound 21o induced autophagy-mediated cell death in MCF-7 cells by activating the ROS/JNK signaling pathway. Therefore, incorporating a quinoxaline substructure into pristimerin could be advantageous for enhancing its cytotoxic activity. Compound 21o may serve as a lead compound for developing new therapies to treat breast cancer.
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Affiliation(s)
- Xuefeng Fu
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Yang Jiao
- Department of Pharmacology, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Yao Feng
- Ningxia Kangya Pharmaceutical Co., Ltd., Yinchuan 750000, China
| | - Fengwei Lin
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Bing Zhang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Qing Mao
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Jiahui Wang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Wen Jiang
- Department of Orthopedics, The First Affiliated Hospital, China Medical University, Shenyang 110000, China
| | - Yanhua Mou
- Department of Pharmacology, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
| | - Han Wang
- Department of Orthopedics, The First Affiliated Hospital, China Medical University, Shenyang 110000, China
| | - Shaojie Wang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, 103 Culture Road, Shenhe District, Shenyang 110016, China
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Shen N, Wang L, Wu J, Chen X, Hu F, Su Y. Meta‑analysis of the autophagy‑associated protein LC3 as a prognostic marker in colorectal cancer. Exp Ther Med 2023; 26:492. [PMID: 37753301 PMCID: PMC10518644 DOI: 10.3892/etm.2023.12191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 08/02/2023] [Indexed: 09/28/2023] Open
Abstract
Microtubule-associated protein 1 light chain 3 (LC3) is an autophagy-associated gene, which is involved in the progression of a number of human malignancies. Such as Breast Cancer, Liver Cancer, and Lung Cancer. However, the role of LC3 in colorectal cancer (CC) remains to be fully elucidated. Therefore, the prognostic role of LC3 expression in CC was evaluated in the present study, with an emphasis on the clinicopathology and prognosis. Expression of LC3 in CC was examined using PubMed, Cochrane Library, Excerpta Medica Database, China Knowledge Infrastructure and Wanfang Data. Newcastle-Ottawa scale was used to screen the literature quality, and RevMan 5.4 and STATA 14.0 were used for the meta-analysis. A total of 1,689 patients from 10 studies were included in the present meta-analysis. The findings of the present study suggested that increased LC3 expression levels were associated with histological grade [odds ratio (OR)=0.91, 95% confidence interval (CI) (0.47, 1.77), P<0.001] and TNM stage [OR=0.91, 95% CI (0.47, 1.77), P<0.001], but were not associated with sex [OR=1.14, 95% CI (0.90, 1.51)], age [OR=0.89, 95% CI (0.67, 1.20)], tumor size [OR=0.78, 95% CI (0.30, 2.34)], histological grade [OR=0.82, 95% CI (0.43, 1.95)] and lymph node metastasis [OR=2.05, 95% CI (1.19, 3.60)] in CC. In addition, the increased expression of LC3 was revealed to be a prognostic factor for the overall survival of patients with CC. In conclusion, the autophagy-associated protein LC3 may be a prognostic indicator of human CC.
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Affiliation(s)
- Ning Shen
- Department of Oncology, Zhangqiu People's Hospital, Jinan, Shandong 250200, P.R. China
| | - Lijuan Wang
- Blood Purification Center, Suzhou Science and Technology Town Hospital, Suzhou, Jiangsu 215153, P.R. China
| | - Jingjing Wu
- Department of Oncology, Zhangqiu People's Hospital, Jinan, Shandong 250200, P.R. China
| | - Xuefang Chen
- Blood Purification Center, Suzhou Science and Technology Town Hospital, Suzhou, Jiangsu 215153, P.R. China
| | - Fengchao Hu
- Department of Oncology, Zhangqiu People's Hospital, Jinan, Shandong 250200, P.R. China
| | - Yi Su
- Quality Management Office, Zhangqiu People's Hospital, Jinan, Shandong 250200, P.R. China
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5
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Jia S, Jin L, Cheng X, Wu J, Yao X, Shao J, Zhang C, Cen D, Cheng B, Wang J, Chen L, Yao X. Bicyclol alleviates high-fat diet-induced hepatic ER stress- and autophagy-associated non‐alcoholic fatty liver disease/non‐alcoholic steatohepatitis in mice. Drug Dev Ind Pharm 2022; 48:247-254. [PMID: 35875932 DOI: 10.1080/03639045.2022.2106238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Shu Jia
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Lianyu Jin
- Ningbo Yinzhou NO.2 Hospital, Ningbo, 315100, P. R. China
| | - Xiaoyan Cheng
- Beijing Centre for Physical & Chemical Analysis, Beijing, 100050, P. R. China.
| | - Jingyi Wu
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Xiaokun Yao
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Jingping Shao
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Congcong Zhang
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Danwei Cen
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Bin Cheng
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Jing Wang
- The Affiliated People’s Hospital of Ningbo University, Ningbo, 315100, P. R. China
| | - Lei Chen
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
| | - Xiaomin Yao
- Faculty of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, 315100, P. R. China
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6
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He R, Zhou Y, Liu J, Zhang X, Zhao X, An L, Li Z, Cheng F. UCHL3 plays an important role in the occurrence and development of melanoma. Oncol Lett 2021; 22:756. [PMID: 34539860 PMCID: PMC8436366 DOI: 10.3892/ol.2021.13017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 06/22/2021] [Indexed: 12/15/2022] Open
Abstract
It has been reported that ubiquitin C-terminal hydrolase-L3 (UCHL3) plays an important role in cancer development; however, the role of UCHL3 in melanoma remains unclear. The present study aimed to investigate the role of ubiquitin C-terminal hydrolase-L3 (UCHL3) and determine its underlying molecular mechanisms in melanoma occurrence and development using in vitro studies. Reverse transcription-quantitative PCR analysis was performed to detect UCHL3 mRNA expression. The MTT assay was performed to assess cell proliferation. Cell apoptosis was analyzed via flow cytometry and the TUNEL assay. Cell ultrastructure was observed via transmission electron microscopy. LC3B protein expression was detected via cellular immunofluorescence, while neural precursor cell-expressed developmentally downregulated protein 8 (NEDD8) and LC3 protein expression levels, and NEDD8 ubiquitination were detected via western blot analysis. The results demonstrated that transfection with small interfering (si)RNA-UCHL3 significantly suppressed cell proliferation, whereas apoptosis was significantly enhanced, as well as autophagy, autophagosome formation and LC3B protein expression. In addition, NEDD8 protein expression and autophagosome numbers significantly decreased, while the LC3II/LC3I ratio significantly increased. NEDD8 knockdown via transfection with si-NEDD8 had similar effects to si-UCHL3, as well as si-UCHL3+ si-NEDD8. Taken together, the results of the present study suggest that UCHL3 knockdown decreases melanoma cell proliferation by increasing cell autophagy through regulating NEDD8 expression and autophagosome numbers.
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Affiliation(s)
- Runzhi He
- The Third Department of Neurosurgery, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Yajing Zhou
- Department of Anesthesiology, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Jianmin Liu
- Department of Orthopedics, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Xiaochong Zhang
- Science and Education Section, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Xiaoling Zhao
- Tumor Laboratory, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Lihui An
- Department of Dermatology, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Zihan Li
- Department of Dermatology, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
| | - Fang Cheng
- Department of Dermatology, Xingtai People's Hospital, Xingtai, Hebei 054001, P.R. China
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7
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Kepp O, Bezu L, Yamazaki T, Di Virgilio F, Smyth MJ, Kroemer G, Galluzzi L. ATP and cancer immunosurveillance. EMBO J 2021; 40:e108130. [PMID: 34121201 DOI: 10.15252/embj.2021108130] [Citation(s) in RCA: 147] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/24/2021] [Accepted: 04/05/2021] [Indexed: 12/14/2022] Open
Abstract
While intracellular adenosine triphosphate (ATP) occupies a key position in the bioenergetic metabolism of all the cellular compartments that form the tumor microenvironment (TME), extracellular ATP operates as a potent signal transducer. The net effects of purinergic signaling on the biology of the TME depend not only on the specific receptors and cell types involved, but also on the activation status of cis- and trans-regulatory circuitries. As an additional layer of complexity, extracellular ATP is rapidly catabolized by ectonucleotidases, culminating in the accumulation of metabolites that mediate distinct biological effects. Here, we discuss the molecular and cellular mechanisms through which ATP and its degradation products influence cancer immunosurveillance, with a focus on therapeutically targetable circuitries.
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Affiliation(s)
- Oliver Kepp
- Equipe labellisée par la Ligue contre le cancer, Centre de Recherche des Cordeliers, INSERM U1138, Sorbonne Université, Université de Paris, Paris, France.,Metabolomics and Cell Biology Platforms, Gustave Roussy Comprehensive Cancer Institute, Villejuif, France
| | - Lucillia Bezu
- Equipe labellisée par la Ligue contre le cancer, Centre de Recherche des Cordeliers, INSERM U1138, Sorbonne Université, Université de Paris, Paris, France.,Metabolomics and Cell Biology Platforms, Gustave Roussy Comprehensive Cancer Institute, Villejuif, France
| | - Takahiro Yamazaki
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA
| | | | - Mark J Smyth
- Immunology in Cancer and Infection Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Qld, Australia
| | - Guido Kroemer
- Equipe labellisée par la Ligue contre le cancer, Centre de Recherche des Cordeliers, INSERM U1138, Sorbonne Université, Université de Paris, Paris, France.,Metabolomics and Cell Biology Platforms, Gustave Roussy Comprehensive Cancer Institute, Villejuif, France.,Pôle de Biologie, Hôpital Européen Georges Pompidou, AP-HP, Paris, France.,Suzhou Institute for Systems Medicine, Chinese Academy of Medical Sciences, Suzhou, China.,Department of Women's and Children's Health, Karolinska University Hospital, Stockholm, Sweden
| | - Lorenzo Galluzzi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA.,Sandra and Edward Meyer Cancer Center, New York, NY, USA.,Caryl and Israel Englander Institute for Precision Medicine, New York, NY, USA.,Department of Dermatology, Yale School of Medicine, New Haven, CT, USA.,Université de Paris, Paris, France
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