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Ma B, Wang D, Chen X, Wang Q, Zhang T, Wen R, Yang M, Li C, Lei C, Wang H. Dietary α-linolenic acid supplementation enhances resistance to Salmonella Typhimurium challenge in chickens by altering the intestinal mucosal barrier integrity and cecal microbes. Microbiol Res 2024; 285:127773. [PMID: 38833830 DOI: 10.1016/j.micres.2024.127773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/07/2024] [Accepted: 05/17/2024] [Indexed: 06/06/2024]
Abstract
Salmonella is an important foodborne pathogen. Given the ban on the use of antibiotics during the egg-laying period in China, finding safe and effective alternatives to antibiotics to reduce Salmonella enterica subsp. enterica serovar Typhimurium (S. Typhimurium) infections in chickens is essential for the prevention and control of this pathogen and the protection of human health. Numerous studies have shown that unsaturated fatty acids have a positive effect on intestinal inflammation and resistance to infection by intestinal pathogens. Here we investigated the protective effect of α-linolenic acid (ALA) against S. Typhimurium infection in chickens and further explored its mechanism of action. We added different proportions of ALA to the feed and observed the effect of ALA on S. Typhimurium colonization using metagenomic sequencing technology and physiological index measurements. The role of gut flora on S. Typhimurium colonization was subsequently verified by fecal microbiota transplantation (FMT). We found that ALA protects chickens from S. Typhimurium infection by reducing intestinal inflammation through remodeling the gut microbiota, up-regulating the expression of ileocecal barrier-related genes, and maintaining the integrity of the intestinal epithelium. Our data suggest that supplementation of feed with ALA may be an effective strategy to alleviate S. Typhimurium infection in chickens.
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Affiliation(s)
- Boheng Ma
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - De Wang
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Xuan Chen
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Qin Wang
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Tiejun Zhang
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Renqiao Wen
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Ming Yang
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Cui Li
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China
| | - Changwei Lei
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China.
| | - Hongning Wang
- College of Life Sciences, Sichuan University, Chengdu, People's Republic of China; Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, Chengdu, People's Republic of China; Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Chengdu, People's Republic of China.
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2
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Agarwala Y, Brauns TA, Sluder AE, Poznansky MC, Gemechu Y. Targeting metabolic pathways to counter cancer immunotherapy resistance. Trends Immunol 2024:S1471-4906(24)00120-0. [PMID: 38876831 DOI: 10.1016/j.it.2024.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/22/2024] [Accepted: 05/24/2024] [Indexed: 06/16/2024]
Abstract
Immunotherapies have revolutionized the treatment of certain cancers, but challenges remain in overcoming immunotherapy resistance. Research shows that metabolic modulation of the tumor microenvironment can enhance antitumor immunity. Here, we discuss recent preclinical and clinical evidence for the efficacy of combining metabolic modifiers with immunotherapies. While this combination holds great promise, a few key areas must be addressed, which include identifying the effects of metabolic modifiers on immune cell metabolism, the putative biomarkers of therapeutic efficacy, the efficacy of modifiers on tumors harboring metabolic heterogeneity, and the potential development of resistance due to tumor reliance on alternative metabolic pathways. We propose solutions to these problems and posit that assessing these parameters is crucial for considering the potential of metabolic modifiers in sensitizing tumors to immunotherapies.
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Affiliation(s)
- Yuki Agarwala
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Imperial College School of Medicine, Imperial College London, London SW7 2AZ, UK
| | - Timothy A Brauns
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ann E Sluder
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mark C Poznansky
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Yohannes Gemechu
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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3
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Mao Z, Hu Y, Zhao Y, Zhang X, Guo L, Wang X, Zhang J, Miao M. The Mutual Regulatory Role of Ferroptosis and Immunotherapy in Anti-tumor Therapy. Apoptosis 2024:10.1007/s10495-024-01988-9. [PMID: 38853203 DOI: 10.1007/s10495-024-01988-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2024] [Indexed: 06/11/2024]
Abstract
Ferroptosis is a form of cell death that is triggered by the presence of ferrous ions and is characterized by lipid peroxidation induced by these ions. The mechanism exhibits distinct morphological characteristics compared to apoptosis, autophagy, and necrosis. A notable aspect of ferroptosis is its ability to inhibit uncontrolled tumor replication and immortalization, especially in malignant, drug-resistant, and metastatic tumors. Additionally, immunotherapy, a novel therapeutic approach for tumors, has been found to have a reciprocal regulatory relationship with ferroptosis in the context of anti-tumor therapy. A comprehensive analysis of ferroptosis and immunotherapy in tumor therapy is presented in this paper, highlighting the potential for mutual adjuvant effects. Specifically, we discuss the mechanisms underlying ferroptosis and immunotherapy, emphasizing their ability to improve the tumor immune microenvironment and enhance immunotherapeutic effects. Furthermore, we investigate how immunotherapeutic factors may increase the sensitivity of tumor cells to ferroptosis. We aim to provide a prospective view of the promising value of combined ferroptosis and immunotherapy in anticancer therapy by elucidating the mutual regulatory network between each.
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Affiliation(s)
- Zhiguo Mao
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Yilong Hu
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Yinan Zhao
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Xiaolei Zhang
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Lin Guo
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Xiaoran Wang
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Jinying Zhang
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China
| | - Mingsan Miao
- Department of Pharmacology, Zhengdong New District, Henan University of Chinese Medicine, No. 156 Jinshui East Road, Zhengzhou, 450046, Henan, China.
- Collaborative Innovation Center of Research and Development, Whole Industry Chain of Yu-Yao in Henan Province, Henan, China.
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Terry AR, Hay N. Emerging targets in lipid metabolism for cancer therapy. Trends Pharmacol Sci 2024; 45:537-551. [PMID: 38762377 PMCID: PMC11162322 DOI: 10.1016/j.tips.2024.04.007] [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: 01/26/2024] [Revised: 03/31/2024] [Accepted: 04/17/2024] [Indexed: 05/20/2024]
Abstract
Cancer cells perturb lipid metabolic pathways for a variety of pro-tumorigenic functions, and deregulated cellular metabolism is a hallmark of cancer cells. Although alterations in lipid metabolism in cancer cells have been appreciated for over 20 years, there are no FDA-approved cancer treatments that target lipid-related pathways. Recent advances pertaining to cancer cell fatty acid synthesis (FAS), desaturation, and uptake, microenvironmental and dietary lipids, and lipid metabolism of tumor-infiltrating immune cells have illuminated promising clinical applications for targeting lipid metabolism. This review highlights emerging pathways and targets for tumor lipid metabolism that may soon impact clinical treatment.
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Affiliation(s)
- Alexander R Terry
- Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA.
| | - Nissim Hay
- Department of Biochemistry and Molecular Genetics, College of Medicine, University of Illinois at Chicago, Chicago, IL 60607, USA; Research and Development Section, Jesse Brown VA Medical Center, Chicago, IL 60612, USA.
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5
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Muliawan GK, Lee TKW. The roles of cancer stem cell-derived secretory factors in shaping the immunosuppressive tumor microenvironment in hepatocellular carcinoma. Front Immunol 2024; 15:1400112. [PMID: 38868769 PMCID: PMC11167126 DOI: 10.3389/fimmu.2024.1400112] [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: 03/13/2024] [Accepted: 05/15/2024] [Indexed: 06/14/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most prevalent malignancies worldwide and has a poor prognosis. Although immune checkpoint inhibitors have entered a new era of HCC treatment, their response rates are modest, which can be attributed to the immunosuppressive tumor microenvironment within HCC tumors. Accumulating evidence has shown that tumor growth is fueled by cancer stem cells (CSCs), which contribute to therapeutic resistance to the above treatments. Given that CSCs can regulate cellular and physical factors within the tumor niche by secreting various soluble factors in a paracrine manner, there have been increasing efforts toward understanding the roles of CSC-derived secretory factors in creating an immunosuppressive tumor microenvironment. In this review, we provide an update on how these secretory factors, including growth factors, cytokines, chemokines, and exosomes, contribute to the immunosuppressive TME, which leads to immune resistance. In addition, we present current therapeutic strategies targeting CSC-derived secretory factors and describe future perspectives. In summary, a better understanding of CSC biology in the TME provides a rational therapeutic basis for combination therapy with ICIs for effective HCC treatment.
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Affiliation(s)
- Gregory Kenneth Muliawan
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Terence Kin-Wah Lee
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Chemical Biology and Drug Discovery, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
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Wu H, Wang L, Kang P, Zhou X, Li W, Xia Z. The SP1/SIRT1/ACLY signaling axis mediates fatty acid oxidation in renal ischemia-reperfusion-induced renal fibrosis. Int Immunopharmacol 2024; 132:112002. [PMID: 38608473 DOI: 10.1016/j.intimp.2024.112002] [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: 02/04/2024] [Revised: 03/29/2024] [Accepted: 04/01/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND Renal ischemia-reperfusion is the primary cause of acute kidney injury (AKI). Clinically, most patients who experience ischemia-reperfusion injury eventually progress gradually to renal fibrosis and chronic kidney disease (CKD). However, the underlying mechanism for AKI to CKD transition remain absent. Our study demonstrated that the downregulation of sirtuin 1 (Sirt1)-mediated fatty acid oxidation (FAO) facilitates IRI-induced renal fibrosis. METHODS The IRI animal model was established, and ribonucleic acid (RNA) sequencing was used to explore potential differentially expressed genes (DEGs) and pathways. The SIRT1 knockout mice were generated, and a recombinant adeno-associated virus that overexpresses SIRT1 was injected into mice to explore the function of SIRT1 in renal fibrosis induced by renal IRI. In vitro, hypoxia/reoxygenation (H/R) was used to establish the classical model of renal IRI and overexpression or knockdown of SIRT1 to investigate the SIRT1 function through lentiviral plasmids. The underlying molecular mechanism was explored through RNA sequencing, bioinformatics analysis, and chromatin immunoprecipitation assay. RESULTS RNA sequencing analysis and western blot demonstrated that the expression of SIRT1 was significantly decreased in IRI mice. Overexpression of SIRT1 improved renal function and reduced lipid deposition and renal fibrosis. On the contrary, knockout of SIRT1 aggravated kidney injury and renal fibrosis. RNA sequencing, bioinformatics analysis, and chromatin immunoprecipitation assay mechanistically revealed that SIRT1 impairs the acetylation of histone H3K27 on the promoter region of ACLY, thereby impeding FAO activity and promoting renal fibrosis. Additionally, SP1 regulated FAO by directly modulating SIRT1 expression. CONCLUSION Our findings highlight that downregulation of SIRT1-modulated FAO facilitated by the SP1/SIRT1/ACLY axis in the kidney increases IRI, suggesting SIRT1 to be a potential therapeutic target for renal fibrosis induced by renal IRI.
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Affiliation(s)
- Huailiang Wu
- Department of Anesthesiology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Liyan Wang
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Peng Kang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Xiangjun Zhou
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Wei Li
- Department of Anesthesiology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Zhongyuan Xia
- Department of Anesthesiology, Renmin Hospital of Wuhan University, Wuhan 430060, China.
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7
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Lin Y, Li R, Li T, Zhao W, Ye Q, Dong C, Gao Y. A prognostic model for hepatocellular carcinoma patients based on polyunsaturated fatty acid-related genes. ENVIRONMENTAL TOXICOLOGY 2024. [PMID: 38682322 DOI: 10.1002/tox.24273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/19/2024] [Accepted: 03/23/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVE Polyunsaturated fatty acids (PUFAs) have attracted increasing attention for their role in liver cancer development. The objective of this study is to develop a prognosis prediction model for patients with liver cancer based on PUFA-related metabolic gene characteristics. METHOD Transcriptome data and clinical data were obtained from public databases, while gene sets related to PUFAs were acquired from the gene set enrichment analysis (GSEA) database. Univariate Cox analysis was conducted on the training set, followed by LASSO logistic regression and multivariate Cox analysis on genes with p < .05. Subsequently, the stepwise Akaike information criterion method was employed to construct the model. The high- and low-risk groups were divided based on the median score, and the model's survival prediction ability, diagnostic efficiency, and risk score distribution of clinical features were validated. The above procedures were also validated in the validation set. Immune infiltration levels were evaluated using four algorithms, and the immunotherapeutic potential of different groups was explored. Significant enrichment pathways among different groups were selected based on the GSEA algorithm, and mutation analyses were conducted. Nomogram prognostic models were constructed by incorporating clinical factors and risk scores using univariate and multivariate Cox regression analysis, validated through calibration curves and clinical decision curves. Additionally, sensitivity analysis of drugs was performed to screen potential targeted drugs. RESULTS We constructed a prognostic model comprising eight genes (PLA2G12A, CYP2C8, ABCCI, CD74, CCR7, P2RY4, P2RY6, and YY1). Validation across multiple datasets indicated the model's favorable prognostic prediction ability and diagnostic efficiency, with poorer grading and staging observed in the high-risk group. Variations in mutation status and pathway enrichment were noted among different groups. Incorporating Stage, Grade, T.Stage, and RiskScore into the nomogram prognostic model demonstrated good accuracy and clinical decision benefits. Multiple immune analyses suggested greater benefits from immunotherapy in the low-risk group. We predicted multiple targeted drugs, providing a basis for drug development. CONCLUSION Our study's multifactorial prognostic model across multiple datasets demonstrates good applicability, offering a reliable tool for personalized therapy. Immunological and mutation-related analyses provide theoretical foundations for further research. Drug predictions offer important insights for future drug development and treatment strategies. Overall, this study provides comprehensive insights into tumor prognosis assessment and personalized treatment planning.
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Affiliation(s)
- Yun Lin
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Ruihao Li
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Tong Li
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Wenrong Zhao
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Qianling Ye
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Chunyan Dong
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Yong Gao
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
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8
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Luo R, Huang Y, Bai R, Liu M, Sun L, Wang X, Zheng Y. ATP Citrate Lyase is a General Tumour Biomarker and Contributes to the Development of Cutaneous Squamous Cell Carcinoma. Acta Derm Venereol 2024; 104:adv23805. [PMID: 38590175 PMCID: PMC11017522 DOI: 10.2340/actadv.v104.23805] [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: 10/15/2023] [Accepted: 03/05/2024] [Indexed: 04/10/2024] Open
Abstract
ATP citrate lyase, the first rate-limiting enzyme in de novo lipogenesis, plays a crucial role in tumour progression. This study explores ATP citrate lyase's potential as a tumour biomarker and its role in cutaneous squamous cell carcinoma. ATP citrate lyase expression patterns were analysed using TCGA and TIMER databases, and patient skin specimens were collected for immunohistochemistry to determine ATP citrate lyase levels. Cell proliferation, cell cycle, apoptosis, and c-Myc expression were assessed in A431 and SCL-1 cells. Stable cell lines with reduced ATP citrate lyase expression were obtained and subcutaneously implanted into nude mice to evaluate in vivo tumour growth. Ki67, c-Myc expression and TUNEL staining were analysed in subcutaneous tumours. ATP citrate lyase exhibited upregulation in various tumours, and showed significant associations with prognosis and immune infiltrate. Moreover, ATP citrate lyase was highly expressed in cutaneous squamous cell carcinoma. After ATP citrate lyase silencing, cutaneous squamous cell carcinoma cell growth decelerated, the cell cycle halted, cell apoptosis increased, and c-Myc expression decreased. Animal experiments revealed that, following ATP citrate lyase knockdown, tumour tissue growth slowed down, and there was a reduction in Ki-67 and c-Myc expression, accompanied by enhanced TUNEL staining. In conclusion, ATP citrate lyase may serve as a tumour biomarker. It is highly expressed in cutaneous squamous cell carcinoma and may serve as a therapeutic target.
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Affiliation(s)
- Ruiting Luo
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yingjian Huang
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ruimin Bai
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Meng Liu
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Liang Sun
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xiaofei Wang
- Biomedical Experimental Center, Xi'an Jiaotong University, Xi'an, China.
| | - Yan Zheng
- Department of Dermatology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Chen Y, Deng X, Li Y, Han Y, Peng Y, Wu W, Wang X, Ma J, Hu E, Zhou X, Shen E, Zeng S, Cai C, Qin Y, Shen H. Comprehensive molecular classification predicted microenvironment profiles and therapy response for HCC. Hepatology 2024:01515467-990000000-00822. [PMID: 38537130 DOI: 10.1097/hep.0000000000000869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 02/07/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND AND AIMS Tumor microenvironment (TME) heterogeneity leads to a discrepancy in survival prognosis and clinical treatment response for patients with HCC. The clinical applications of documented molecular subtypes are constrained by several issues. APPROACH AND RESULTS We integrated 3 single-cell data sets to describe the TME landscape and identified 6 prognosis-related cell subclusters. Unsupervised clustering of subcluster-specific markers was performed to generate transcriptomic subtypes. The predictive value of these molecular subtypes for prognosis and treatment response was explored in multiple external HCC cohorts and the Xiangya HCC cohort. TME features were estimated using single-cell immune repertoire sequencing, mass cytometry, and multiplex immunofluorescence. The prognosis-related score was constructed based on a machine-learning algorithm. Comprehensive single-cell analysis described TME heterogeneity in HCC. The 5 transcriptomic subtypes possessed different clinical prognoses, stemness characteristics, immune landscapes, and therapeutic responses. Class 1 exhibited an inflamed phenotype with better clinical outcomes, while classes 2 and 4 were characterized by a lack of T-cell infiltration. Classes 5 and 3 indicated an inhibitory tumor immune microenvironment. Analysis of multiple therapeutic cohorts suggested that classes 5 and 3 were sensitive to immune checkpoint blockade and targeted therapy, whereas classes 1 and 2 were more responsive to transcatheter arterial chemoembolization treatment. Class 4 displayed resistance to all conventional HCC therapies. Four potential therapeutic agents and 4 targets were further identified for high prognosis-related score patients with HCC. CONCLUSIONS Our study generated a clinically valid molecular classification to guide precision medicine in patients with HCC.
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Affiliation(s)
- Yihong Chen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiangying Deng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yin Li
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ying Han
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yinghui Peng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wantao Wu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xinwen Wang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jiayao Ma
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Erya Hu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xin Zhou
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Edward Shen
- Department of Life Science, McMaster University, Hamilton, Ontario, Canada
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Changjing Cai
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yiming Qin
- Department of Spine Surgery and Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
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10
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Liao Y, Yang H. Metabolic regulation of innate immunity in cancer immunotherapy. Cancer Biol Med 2024; 20:j.issn.2095-3941.2024.0022. [PMID: 38318816 PMCID: PMC10845941 DOI: 10.20892/j.issn.2095-3941.2024.0022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 12/16/2023] [Indexed: 02/07/2024] Open
Affiliation(s)
- Yuheng Liao
- Department of Neurosurgery, Huashan Hospital, Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Lab, Institutes of Biomedical Sciences, Institute for Translational Brain Research, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Hui Yang
- Department of Neurosurgery, Huashan Hospital, Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), and Molecular and Cell Biology Lab, Institutes of Biomedical Sciences, Institute for Translational Brain Research, Shanghai Medical College of Fudan University, Shanghai 200032, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai Clinical Medical Center of Neurosurgery, Neurosurgical Institute of Fudan University, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200032, China
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Shanghai Medical College, Fudan University, Shanghai 200032, China
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11
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O’Connor RS. Checkmate: Metabolic flexibility with a STING in its tail. SCIENCE ADVANCES 2023; 9:eadm6816. [PMID: 38055812 PMCID: PMC10699789 DOI: 10.1126/sciadv.adm6816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/08/2023]
Abstract
Inhibiting a key metabolic enzyme, ACLY, in cancer cells impacts T cell function in immunotherapy-resistant tumors and may offer a target for therapeutic treatment.
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Affiliation(s)
- Roddy S. O’Connor
- Center for Cellular Immunotherapies, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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