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Lazzarini E, Altomare C, Barile L. Unveiling the role of tyrosine kinases in doxorubicin-induced cardiotoxicity and beyond. Cardiovasc Res 2025; 121:530-531. [PMID: 40079496 DOI: 10.1093/cvr/cvaf035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2025] Open
Affiliation(s)
- Edoardo Lazzarini
- Cardiovascular Theranostics, Istituto Cardiocentro Ticino, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Laboratories for Translational Research, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Euler Institute, Faculty of Biomedical Sciences, Università della Svizzera italiana (USI), Via la Santa 1, Lugano 6962, Switzerland
| | - Claudia Altomare
- Cardiovascular Theranostics, Istituto Cardiocentro Ticino, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Laboratories for Translational Research, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Euler Institute, Faculty of Biomedical Sciences, Università della Svizzera italiana (USI), Via la Santa 1, Lugano 6962, Switzerland
| | - Lucio Barile
- Cardiovascular Theranostics, Istituto Cardiocentro Ticino, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Laboratories for Translational Research, Ente Ospedaliero Cantonale, Via Chiesa 5, Bellinzona 6500, Switzerland
- Euler Institute, Faculty of Biomedical Sciences, Università della Svizzera italiana (USI), Via la Santa 1, Lugano 6962, Switzerland
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Suga T, Kitani T, Kogure M, Oishi M, Ito F, Hoshino A, Ogata T, Ikeda K, Matoba S. Thousand and one amino acid protein kinase 1 suppression improves doxorubicin-induced cardiomyopathy by preventing cardiomyocyte death and dysfunction. Cardiovasc Res 2025; 121:601-613. [PMID: 39964965 DOI: 10.1093/cvr/cvaf022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 10/20/2024] [Accepted: 12/05/2024] [Indexed: 02/20/2025] Open
Abstract
AIMS Doxorubicin (DOX) is one of the most effective chemotherapeutic agents for various types of cancers. However, DOX often causes cardiotoxicity, which is referred to as DOX-induced cardiomyopathy (DIC). Despite extensive research, only a limited number of effective treatments are currently available. In this study, we aimed to identify a potential therapeutic target for DIC by preventing DOX-induced cell injury in cardiomyocytes. METHODS AND RESULTS We performed a kinome-wide CRISPR gene knockout screen in human cardiomyocytes derived from pluripotent stem cells (hPSC-CMs) and identified a member of the STE20 kinase family, thousand and one amino acid protein kinase 1 (TAOK1) as a potential regulator of DOX-induced cardiomyocyte death. Using CRISPR-mediated gene knockout and small interfering RNA-mediated gene knockdown, we demonstrated that TAOK1 suppression improved DOX-induced cardiomyocyte death and dysfunction, including sarcomere disarray, contractile dysfunction, DNA damage, and mitochondrial dysfunction in hPSC-CMs. Transcriptome analysis using RNA-seq also showed that DOX-induced mitochondrial dysfunction was attenuated by TAOK1 suppression. In contrast to the protective role of TAOK1 against DOX toxicity in cardiomyocytes, TAOK1 suppression did not induce DOX resistance in human cancer cell lines. DOX-induced activation of p38 mitogen-activated protein kinase (MAPK) was markedly attenuated in TAOK1-knockout hPSC-CMs. Furthermore, DOX-induced cardiomyocyte death and disruption of mitochondrial membrane potential were augmented by TAOK1 overexpression, which was partially attenuated by an inhibitor or knockdown of p38 MAPK or an apoptosis inhibitor. Finally, we demonstrated that TAOK1 suppression using adeno-associated virus (AAV)-mediated gene silencing attenuated DOX-induced myocardial damage, including myocardial fibrosis, apoptosis, and cardiomyocyte atrophy, resulting in improved cardiac function in a mouse model of DIC. CONCLUSION Our results indicate that TAOK1 suppression is a promising therapeutic approach for treating DIC in patients with cancer and highlight the advantages of hPSC-CMs as a platform to study drug-induced cardiotoxicity.
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Affiliation(s)
- Takaomi Suga
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Tomoya Kitani
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Masaya Kogure
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Masatsugu Oishi
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Fumiaki Ito
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Atsushi Hoshino
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
| | - Takehiro Ogata
- Department of Pathology and Cell Regulation, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Koji Ikeda
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
- Department of Epidemiology for Longevity and Regional Health, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Satoaki Matoba
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan
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Banu S, Anusha PV, Mandal K, Idris MM. Exploration of phosphoproteomic association during epimorphic regeneration. Sci Rep 2025; 15:4854. [PMID: 39924536 PMCID: PMC11808059 DOI: 10.1038/s41598-024-84735-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 12/26/2024] [Indexed: 02/11/2025] Open
Abstract
Unravelling the intricate patterns of site-specific protein phosphorylation during Epimorphic regeneration holds the key to unlocking the secrets of tissue complexity. Understanding these precise modifications and their impact on protein function could shed light on the remarkable regenerative capacity of tissues, with potential implications for therapeutic interventions. In this study we have systematically mapped the global phosphorylation modifications within regenerating tissue of zebrafish caudal fins, elucidating the intricate landscape of signalling pathway associate with the regeneration process. Based on mass spectrometry analysis, we identified 440 phosphorylated proteins using the immunoprecipitation method with phosphoserine, phosphothreonine, and phosphotyrosine antibodies, and 74 phosphorylated proteins using the TiO₂ column enrichment method were found differentially phosphorylated during the regeneration process from 12 hpa to 7 dpa compared to the control. Interestingly 95% of the proteins identified from TiO2 enrichment method were also found to be identified through the phosphoprotein antibody pull down method impacting the high accuracy and significance of the methods and greater association of the 70 proteins undergoing differential phosphorylation during the process of regeneration. Whole mount immunohistochemistry analysis reveals high association of phosphorylation at 1dpa, 2dpa and 3dpa regeneration time points. Network pathway analysis revealed that cancer-related diseases, organismal injuries and abnormalities as the most strongly associated canonical network pathways with the differentially expressed phosphoproteome in the mechanism of regeneration. This research enhances our comprehension on protein post-translational modification in the context of zebrafish caudal fin tissue regeneration, shedding light on its prospective application in the field of regenerative medicine.
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Li Y, Jiang M, Wei Y, He X, Li G, Lu C, Ge D. Integrative Analyses of Pyrimidine Salvage Pathway-Related Genes Revealing the Associations Between UPP1 and Tumor Microenvironment. J Inflamm Res 2024; 17:101-119. [PMID: 38204987 PMCID: PMC10777732 DOI: 10.2147/jir.s440295] [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: 09/14/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
Background The pyrimidine salvage pathway plays a critical role in tumor progression and patient outcomes. The roles of pyrimidine salvage pathway-related genes (PSPGs) in cancer, however, are not fully understood. This study aims to depict the characteristics of PSPGs across various cancers. Methods An integrative pan-cancer analysis of six PSPGs (CDA, UCK1, UCK2, UCKL1, UPP1, and UPP2) was conducted using TCGA data, single-cell RNA sequencing datasets, and patient samples. Single-cell transcriptome analysis and RT-qPCR were used to validate the relation between UPP1 and cytokines. Flow cytometry was performed to validate the role of UPP1 in immune checkpoint regulation. The correlation between UPP1 and tumor associated neutrophils (TAN) were investigated and validated by single-cell transcriptome analysis and tissue microarrays (TMAs). Results PSPGs showed low mutation rates but significant copy number variations, particularly amplifications in UCKL1, UPP1, and UCK2 across various cancers. DNA methylation patterns varied, with notable negative correlations between methylation and gene expression in UPP1. PSPGs were broadly up-regulated in multiple cancers, with correlations to clinical staging and prognosis. Proteomic data further confirmed these findings. Functional analysis revealed PSPGs' associations with tumor proliferation, metastasis, and various signaling pathways. UPP1 showed strong correlations with the tumor microenvironment (TME), particularly with cytokines, immune checkpoints, and various immune cells. Single-cell transcriptome analysis confirmed these associations, highlighting UPP1's influence on cytokine expression and immune checkpoint regulation. In esophageal squamous cell carcinoma (ESCC), UPP1-high tumor cells were significantly associated with immunosuppressive cells in the TME. Spatial analysis using TMAs revealed that UPP1+ tumor cells were predominantly located at the invasive margin and closely associated with neutrophils, correlating with poorer patient prognosis. Conclusion Our study depicted the multi-dimensional view of PSPGs in cancer, with a particular focus on UPP1's role in the TME. Targeting UPP1 holds promise as a potential strategy for cancer therapy.
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Affiliation(s)
- Yin Li
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Manling Jiang
- Laboratory of Allergy and Precision Medicine, Chengdu Institute of Respiratory Health, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, People’s Republic of China
- State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science & Technology, Taipa, Macao Special Administrative Region of China
| | - Yongqi Wei
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xiang He
- Laboratory of Allergy and Precision Medicine, Chengdu Institute of Respiratory Health, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, People’s Republic of China
| | - Guoping Li
- Laboratory of Allergy and Precision Medicine, Chengdu Institute of Respiratory Health, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, People’s Republic of China
| | - Chunlai Lu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Di Ge
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
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Hajebi Khaniki S, Shokoohi F, Esmaily H, Kerachian MA. Analyzing aberrant DNA methylation in colorectal cancer uncovered intangible heterogeneity of gene effects in the survival time of patients. Sci Rep 2023; 13:22104. [PMID: 38092774 PMCID: PMC10719305 DOI: 10.1038/s41598-023-47377-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
Colorectal cancer (CRC) involves epigenetic alterations. Irregular gene-methylation alteration causes and advances CRC tumor growth. Detecting differentially methylated genes (DMGs) in CRC and patient survival time paves the way to early cancer detection and prognosis. However, CRC data including survival times are heterogeneous. Almost all studies tend to ignore the heterogeneity of DMG effects on survival. To this end, we utilized a sparse estimation method in the finite mixture of accelerated failure time (AFT) regression models to capture such heterogeneity. We analyzed a dataset of CRC and normal colon tissues and identified 3406 DMGs. Analysis of overlapped DMGs with several Gene Expression Omnibus datasets led to 917 hypo- and 654 hyper-methylated DMGs. CRC pathways were revealed via gene ontology enrichment. Hub genes were selected based on Protein-Protein-Interaction network including SEMA7A, GATA4, LHX2, SOST, and CTLA4, regulating the Wnt signaling pathway. The relationship between identified DMGs/hub genes and patient survival time uncovered a two-component mixture of AFT regression model. The genes NMNAT2, ZFP42, NPAS2, MYLK3, NUDT13, KIRREL3, and FKBP6 and hub genes SOST, NFATC1, and TLE4 were associated with survival time in the most aggressive form of the disease that can serve as potential diagnostic targets for early CRC detection.
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Affiliation(s)
- Saeedeh Hajebi Khaniki
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Mathematical Sciences, University of Nevada Las Vegas, Las Vegas, NV, 89154, USA
| | - Farhad Shokoohi
- Department of Mathematical Sciences, University of Nevada Las Vegas, Las Vegas, NV, 89154, USA.
| | - Habibollah Esmaily
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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Abooshahab R, Hooshmand K, Salami HA, Dass CR. The Impact of Pigment-Epithelium-Derived Factor on MCF-7 Cell Metabolism in the Context of Glycaemic Condition. Pharmaceutics 2023; 15:2140. [PMID: 37631354 PMCID: PMC10459545 DOI: 10.3390/pharmaceutics15082140] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 07/26/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
Studies have demonstrated that pigment-epithelium-derived factor (PEDF) is a robust inhibitor of tumour growth and development, implying that this may serve as a promising target for therapeutic intervention. However, the precise impact of PEDF on cancerous cell metabolic pathways remains uncertain despite ongoing research. In this light, this study aimed to employ a metabolomics approach for understanding the metabolic reprogramming events in breast cancer across different glycaemic loads and their response to PEDF. Gas chromatography-quadrupole mass spectrometry (GC/Q-MS) analysis revealed metabolic alterations in ER+ human cell line MCF-7 cells treated with PEDF under varying glycaemic conditions. The identification of significantly altered metabolites was accomplished through MetaboAnalyst (v.5.0) and R packages, which enabled both multivariate and univariate analyses. Out of the 48 metabolites identified, 14 were chosen based on their significant alterations in MCF-7 cells under different glycaemic conditions and PEDF treatment (p < 0.05, VIP > 0.8). Dysregulation in pathways associated with amino acid metabolism, intermediates of the TCA cycle, nucleotide metabolism, and lipid metabolism were detected, and they exhibited different responses to PEDF. Our results suggest that PEDF has a diverse influence on the metabolism of MCF-7 cells in both normo- and hyperglycaemic environments, thereby warranting studies using patient samples to correlate our findings with clinical response in the future.
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Affiliation(s)
- Raziyeh Abooshahab
- Curtin Medical School, Curtin University, Bentley, WA 6102, Australia; (R.A.); (H.-A.S.)
- Curtin Health Innovation Research Institute, Curtin Medical School, Curtin University, Bentley, WA 6102, Australia
| | - Kourosh Hooshmand
- System Medicine, Steno Diabetes Center Copenhagen, 2730 Copenhagen, Denmark;
| | - Hani-Al Salami
- Curtin Medical School, Curtin University, Bentley, WA 6102, Australia; (R.A.); (H.-A.S.)
- Biotechnology and Drug Development Research Laboratory, Curtin Health Innovation Research Institute, Bentley, WA 6102, Australia
| | - Crispin R. Dass
- Curtin Medical School, Curtin University, Bentley, WA 6102, Australia; (R.A.); (H.-A.S.)
- Curtin Health Innovation Research Institute, Curtin Medical School, Curtin University, Bentley, WA 6102, Australia
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Wu W, Zhao Y, Qin B, Jiang X, Wang C, Hu R, Ma R, Lee MH, Liu H, Li K, Yuan P. Non-canonical role of UCKL1 on ferroptosis defence in colorectal cancer. EBioMedicine 2023; 93:104650. [PMID: 37343364 PMCID: PMC10363437 DOI: 10.1016/j.ebiom.2023.104650] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Pyrimidine nucleotides fuel the growth of colorectal cancer (CRC), making their associated proteins potential targets for cancer intervention. Uridine-Cytidine Kinase Like-1(UCKL1) is an enzyme involved in the pyrimidine salvage pathway. It is highly expressed in multiple cancers. But the function and underlying mechanism of UCKL1 in CRC are yet to study. METHODS Large-scale genomic analysis was performed to search for potential CRC players related to pyrimidine metabolism. The function of UCKL1 in CRC were examined by RNA interference coupled with in vitro and in vivo assays. GSH/GSSG assay, NADP+ assay, ROS, and Lipid peroxidation assays were performed to check the function of UCKL1 in ferroptosis. Metabolomics analyses, RNA sequencing, western blotting, and rescue assays were done to reveal the underlying mechanisms of UCKL1. Xenograft mouse model was used to examine the therapeutic potential of UCKL1 as a target in combination with other ferroptosis inducers. FINDINGS UCKL1 was identified to repress ferroptosis in CRC cells. It was highly expressed in CRC. It regulated CRC cells proliferation and migration. Downregulation of UCKL1 led to enhanced tumour lipid peroxidation. Intriguingly, UCKL1 reduction-mediated ferroptosis was not related to its role in catalyzing uridine monophosphate (UMP) and cytidine monophosphate (CMP) synthesis. Instead, UCKL1 stabilized Nrf2, which in turn promoted the expression of SLC7A11, a classical repressor of ferroptosis. Moreover, downregulation of UCKL1 sensitized CRC cells to GPX4 inhibitors in vitro and in vivo. INTERPRETATION Our study demonstrates that UCKL1 plays a non-canonical role in repressing ferroptosis through a UCKL1-Nrf2-SLC7A11 axis in CRC cells. Combinatorial strategy in targeting ferroptosis by depletion of UCKL1 and application of GPX4 inhibitors may serve as a new effective method for CRC treatment. FUNDING This study was supported in part by fund from National Natural Science Foundation of China (Grant No. 31970674 to PY), by the Basic and Applied Basic Research Program of Guangdong Province (Grant No. 2023A1515030245 to KL), by the program of Guangdong Provincial Clinical Research Center for Digestive Diseases (2020B1111170004), and by National Key Clinical Discipline.
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Affiliation(s)
- Weili Wu
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China; Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yingying Zhao
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Baifu Qin
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xin Jiang
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chuyue Wang
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rong Hu
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rui Ma
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Mong-Hong Lee
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huanliang Liu
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China; Department of Clinical Laboratory, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Kai Li
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
| | - Ping Yuan
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China; Department of General Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
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Yang A, Wu Q, Wang A, Chen Q, Yang J, Tao Y, Sun Y, Zhang J. Integrated transcriptomics and metabolomics analyses to investigate the anticancer mechanisms of cinobufagin against liver cancer through interfering with lipid, amino acid, carbohydrate, and nucleotide metabolism. Bioorg Chem 2022; 130:106229. [DOI: 10.1016/j.bioorg.2022.106229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 10/10/2022] [Accepted: 10/23/2022] [Indexed: 11/02/2022]
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