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Swain J, Preeti, Mohanty C, Bajoria AA, Patnaik S, Ward Gahlawat A, Nikhil K, Mohapatra SR. Deciphering the metabolic landscape of colorectal cancer through the lens of AhR-mediated intestinal inflammation. Discov Oncol 2025; 16:275. [PMID: 40053174 DOI: 10.1007/s12672-025-01949-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 02/06/2025] [Indexed: 03/10/2025] Open
Abstract
Colorectal cancer (CRC) ranks as the third most common cancer worldwide, with its incidence steadily increasing due to an aging demographic and various lifestyle-related risk factors, including poor nutrition, tobacco use, sedentary behaviour and obesity. These factors promote the risk of colorectal cancer by inducing chronic colonic inflammation, a principal catalyst of carcinogenesis. This review delves into evidence that suggests that metabolic abnormalities mediated through inflammatory responses are fundamental in the progression of CRC. This dysregulation of essential metabolic pathways in colorectal cancer, facilitates tumor proliferation, immune evasion, and metastasis. Additionally, this review explores how inflammatory mediators, and dietary carcinogens induce metabolic alterations, fostering a pro-tumorigenic milieu. Special focus is placed on the aryl hydrocarbon receptor (AhR) as a pivotal metabolic regulator that links inflammation and tumor metabolism, elucidating its function in the reconfiguration of cellular energetics and the inflammatory microenvironment. Furthermore, this review also focuses on clarifying the relationship between inflammation, metabolic dysregulation, and the progression of CRC, so as to identify potential therapeutic targets.
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Affiliation(s)
- Jasmine Swain
- School of Biotechnology, KIIT University, Bhubaneswar, 751024, Odisha, India
- School of Applied Sciences, KIIT University, Bhubaneswar, 751024, Odisha, India
| | - Preeti
- School of Biotechnology, KIIT University, Bhubaneswar, 751024, Odisha, India
| | - Chandana Mohanty
- School of Applied Sciences, KIIT University, Bhubaneswar, 751024, Odisha, India
| | - Atul Anand Bajoria
- Kalinga Institute of Dental Sciences, KIIT University, Bhubaneswar, 751024, India
| | - Srinivas Patnaik
- School of Biotechnology, KIIT University, Bhubaneswar, 751024, Odisha, India
| | - Aoife Ward Gahlawat
- German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120, Heidelberg, Germany
| | - Kumar Nikhil
- School of Biotechnology, KIIT University, Bhubaneswar, 751024, Odisha, India
| | - Soumya R Mohapatra
- School of Biotechnology, KIIT University, Bhubaneswar, 751024, Odisha, India.
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2
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Sirajee R, El Khatib S, Dieleman LA, Salla M, Baksh S. ImmunoMet Oncogenesis: A New Concept to Understand the Molecular Drivers of Cancer. J Clin Med 2025; 14:1620. [PMID: 40095546 PMCID: PMC11900543 DOI: 10.3390/jcm14051620] [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: 10/31/2024] [Revised: 02/10/2025] [Accepted: 02/25/2025] [Indexed: 03/19/2025] Open
Abstract
The appearance of cancer progresses through a multistep process that includes genetic, epigenetic, mutational, inflammatory and metabolic disturbances to signaling pathways within an organ. The combined influence of these changes will dictate the growth properties of the cells; the direction of further malignancy depends on the severity of these "disturbances". The molecular mechanisms driving abnormal inflammation and metabolism are beginning to be identified and, in some cases, are quite prominent in pre-condition states of cancer and are significant drivers of the malignant phenotype. As such, utilizing signaling pathways linked to inflammation and metabolism as biomarkers of cancer is an emerging method and includes pathways beyond those well characterized to drive metabolism or inflammation. In this review, we will discuss several emerging elements influencing proliferation, inflammation and metabolism that may play a part as drivers of the cancer phenotype. These include AMPK and leptin (linked to metabolism), NOD2/RIPK2, TAK1 (linked to inflammation), lactate and pyruvate transporters (monocarboxylate transporter [MCT], linked to mitochondrial biogenesis and metabolism) and RASSF1A (linked to proliferation, cell death, cell cycle control, inflammation and epigenetics). We speculate that the aforementioned elements are important drivers of carcinogenesis that should be collectively referenced as being involved in "ImmunoMET Oncogenesis", a new tripartite description of the role of elements in driving cancer. This term would suggest that for a better understanding of cancer, we need to understand how proliferation, inflammation and metabolic pathways are impacted and how they influence classical drivers of malignant transformation in order to drive ImmunoMET oncogenesis and the malignant state.
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Affiliation(s)
- Reshma Sirajee
- Faculty of Science, 1-001 CCIS, University of Alberta, Edmonton, AB T6G 2E1, Canada;
| | - Sami El Khatib
- Department of Biological & Chemical Sciences, Bekaa Campus, Lebanese International University, West Bekaa, Khiyara 1106, Lebanon; (S.E.K.); (M.S.)
- Center for Applied Mathematics and Bioinformatics (CAMB), Gulf University for Science and Technology, Kuwait City 32093, Kuwait
| | - Levinus A. Dieleman
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, 113 Street 87 Avenue, Edmonton, AB T6G 2E1, Canada;
| | - Mohamed Salla
- Department of Biological & Chemical Sciences, Bekaa Campus, Lebanese International University, West Bekaa, Khiyara 1106, Lebanon; (S.E.K.); (M.S.)
| | - Shairaz Baksh
- Department of Pediatrics, Biochemistry and Division of Experimental Oncology, Faculty of Medicine and Dentistry, University of Alberta, 113 Street 87 Avenue, Edmonton, AB T6G 2E1, Canada
- Women and Children’s Health Research Institute, Edmonton Clinic Health Academy (ECHA), University of Alberta, 4-081 11405 87 Avenue, Edmonton, AB T6G 1C9, Canada
- BioImmuno Designs, 4747 154 Avenue, Edmonton, AB T5Y 0C2, Canada
- Bio-Stream Diagnostics, 2011 94 Street, Edmonton, AB T6H 1N1, Canada
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Zhang P, Pei B, Yi C, Akanyibah FA, Mao F. The role of suppressor of cytokine signaling 3 in inflammatory bowel disease and its associated colorectal cancer. Biochim Biophys Acta Mol Basis Dis 2025; 1871:167578. [PMID: 39571630 DOI: 10.1016/j.bbadis.2024.167578] [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: 10/01/2024] [Revised: 11/06/2024] [Accepted: 11/12/2024] [Indexed: 11/26/2024]
Abstract
Inflammatory bowel disease (IBD) and colorectal cancer (CRC), as two of the major human intestinal diseases, provide challenges for the medical field. Suppressor of cytokine signaling 3 (SOCS3), a protein molecule that negatively regulates cytokine signaling through multiple pathways, is involved in the regulation of various inflammatory diseases and tumors. In IBD, SOCS3 acts on a variety of cells to repair mucosal damage and balance the immune response, including epithelial cells, macrophages, dendritic cells, neutrophils, and T cells. In CRC, SOCS3 is inextricably linked to tumor cell proliferation, invasion, metastasis, and drug resistance. Therefore, it is crucial to systematically investigate the pathogenic involvement of SOCS3 in IBD and CRC. This article reviews the mechanisms and pathways by which SOCS3 is involved in the inhibition of IBD and the mitigation of CRC, and details the therapeutic options for targeting SOCS3.
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Affiliation(s)
- Pengfei Zhang
- Department of Laboratory Medicine, the Affiliated People's Hospital, Jiangsu University, Zhenjiang 212002, Jiangsu, PR China; Institute of Hematology, Jiangsu University, Zhenjiang 212013, Jiangsu, PR China
| | - Bing Pei
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, PR China
| | - Chengxue Yi
- School of Medical Technology, Zhenjiang College, Zhenjiang 212028, PR China
| | - Francis Atim Akanyibah
- Department of Laboratory Medicine, the Affiliated People's Hospital, Jiangsu University, Zhenjiang 212002, Jiangsu, PR China
| | - Fei Mao
- Department of Laboratory Medicine, the Affiliated People's Hospital, Jiangsu University, Zhenjiang 212002, Jiangsu, PR China; Institute of Hematology, Jiangsu University, Zhenjiang 212013, Jiangsu, PR China.
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Yang F, Zhao LJ, Xu Q, Zhao J. The journey of p38 MAP kinase inhibitors: From bench to bedside in treating inflammatory diseases. Eur J Med Chem 2024; 280:116950. [PMID: 39406118 DOI: 10.1016/j.ejmech.2024.116950] [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: 08/14/2024] [Revised: 09/28/2024] [Accepted: 10/06/2024] [Indexed: 11/25/2024]
Abstract
The p38 mitogen-activated protein kinase (MAPK) pathway is pivotal in regulating inflammatory responses and has emerged as a key target for the development of small-molecule inhibitors aimed at treating inflammatory diseases. In arthritis, especially rheumatoid arthritis (RA), the p38 MAPK pathway contributes to chronic inflammation and joint destruction by promoting the production of pro-inflammatory cytokines. Preclinical studies have shown that small-molecule inhibitors targeting the p38 MAPK pathway hold significant promise, exhibiting the potential to reduce inflammation and preserve joint integrity. Targeting this pathway presents a novel therapeutic approach to mitigating inflammation. This review traces the evolution of p38 MAP kinase inhibitors from initial laboratory studies to clinical candidates, underscoring their potential to significantly alter the treatment approach for inflammatory diseases.
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Affiliation(s)
- Fuwei Yang
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Li-Jie Zhao
- The Rogel Cancer Center, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, United States.
| | - Qinli Xu
- Department of Orthopedics, China-Japan Union Hospital of Jilin University, Changchun, China.
| | - Jianhui Zhao
- Department of Orthopedics, China-Japan Union Hospital of Jilin University, Changchun, China.
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Brockmueller A, Buhrmann C, Moravejolahkami AR, Shakibaei M. Resveratrol and p53: How are they involved in CRC plasticity and apoptosis? J Adv Res 2024; 66:181-195. [PMID: 38190940 PMCID: PMC11674784 DOI: 10.1016/j.jare.2024.01.005] [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: 09/13/2023] [Revised: 12/27/2023] [Accepted: 01/05/2024] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC), which is mainly caused by epigenetic and lifestyle factors, is very often associated with functional plasticity during its development. In addition, the malignant plasticity of CRC cells underscores one of their survival abilities to functionally adapt to specific stresses, including inflammation, that occur during carcinogenesis. This leads to the generation of various subsets of cancer cells with phenotypic diversity and promotes epithelial-mesenchymal transition (EMT), formation of cancer cell stem cells (CSCs) and metabolic reprogramming. This can enhance cancer cell differentiation and facilitate tumorigenic potential, drug resistance and metastasis. AIM OF REVIEW The tumor protein p53 acts as one of the central suppressors of carcinogenesis by regulating its target genes, whose proteins are involved in the plasticity of cancer cells, autophagy, cell cycle, apoptosis, DNA repair. The aim of this review is to summarize the latest published research on resveratrol's effect in the prevention of CRC, its regulatory actions, specifically on the p53 pathway, and its treatment options. KEY SCIENTIFIC CONCEPTS OF REVIEW Resveratrol, a naturally occurring polyphenol, is a potent inducer of a variety of tumor-controlling. However, the underlying mechanisms linking the p53 signaling pathway to the functional anti-plasticity effect of resveratrol in CRC are still poorly understood. Therefore, this review discusses novel relationships between anti-cellular plasticity/heterogeneity, pro-apoptosis and modulation of tumor protein p53 signaling in CRC oncogenesis, as one of the crucial mechanisms by which resveratrol prevents malignant phenotypic changes leading to cell migration and drug resistance, thus improving the ongoing treatment of CRC.
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Affiliation(s)
- Aranka Brockmueller
- Chair of Vegetative Anatomy, Institute of Anatomy, Faculty of Medicine, Ludwig-Maximilians-University Munich, Pettenkoferstr. 11, D-80336 Munich, Germany
| | - Constanze Buhrmann
- Institute of Anatomy and Cell Biology, Faculty of Medicine, University of Augsburg, Augsburg, Germany
| | - Amir Reza Moravejolahkami
- Department of Clinical Nutrition, School of Nutrition & Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mehdi Shakibaei
- Chair of Vegetative Anatomy, Institute of Anatomy, Faculty of Medicine, Ludwig-Maximilians-University Munich, Pettenkoferstr. 11, D-80336 Munich, Germany.
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Zeng C, Liu F, Huang Y, Liang Q, He X, Li L, Xie Y. Drosophila: An Important Model for Exploring the Pathways of Inflammatory Bowel Disease (IBD) in the Intestinal Tract. Int J Mol Sci 2024; 25:12742. [PMID: 39684456 PMCID: PMC11641265 DOI: 10.3390/ijms252312742] [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: 11/01/2024] [Revised: 11/21/2024] [Accepted: 11/24/2024] [Indexed: 12/18/2024] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic and recurring lifelong condition, the exact etiology of which remains obscure. However, an increasing corpus of research underscores the pivotal role of cellular signaling pathways in both the instigation and management of intestinal inflammation. Drosophila, owing to its prodigious offspring, abbreviated life cycle, and the conservation of signaling pathways with mammals, among other advantages, has become a model organism for IBD research. This review will expound on the feasibility of utilizing Drosophila as an IBD model, comparing its intestinal architecture with that of mammals, its inflammatory responses, and signaling pathways. Furthermore, it will deliberate on the role of natural products across various biological models of IBD pathways, elucidating the viability of fruit flies as IBD models and the modus operandi of cellular signaling pathways in the context of IBD.
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Affiliation(s)
- Chuisheng Zeng
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
| | - Fengying Liu
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
| | - Yuhan Huang
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
| | - Qianqian Liang
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
| | - Xiaohong He
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
| | - Lingzhi Li
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
- Jinfeng Laboratory, Chongqing 400065, China
| | - Yongfang Xie
- Institute of Bioinformatics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China; (C.Z.); (F.L.); (Y.H.); (Q.L.); (X.H.); (L.L.)
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Mestrovic A, Perkovic N, Bozic D, Kumric M, Vilovic M, Bozic J. Precision Medicine in Inflammatory Bowel Disease: A Spotlight on Emerging Molecular Biomarkers. Biomedicines 2024; 12:1520. [PMID: 39062093 PMCID: PMC11274502 DOI: 10.3390/biomedicines12071520] [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: 05/31/2024] [Revised: 06/30/2024] [Accepted: 07/06/2024] [Indexed: 07/28/2024] Open
Abstract
Inflammatory bowel diseases (IBD) remain challenging in terms of understanding their causes and in terms of diagnosing, treating, and monitoring patients. Modern diagnosis combines biomarkers, imaging, and endoscopic methods. Common biomarkers like CRP and fecal calprotectin, while invaluable tools, have limitations and are not entirely specific to IBD. The limitations of existing markers and the invasiveness of endoscopic procedures highlight the need to discover and implement new markers. With an ideal biomarker, we could predict the risk of disease development, as well as the possibility of response to a particular therapy, which would be significant in elucidating the pathogenesis of the disease. Recent research in the fields of machine learning, proteomics, epigenetics, and gut microbiota provides further insight into the pathogenesis of the disease and is also revealing new biomarkers. New markers, such as BAFF, PGE-MUM, oncostatin M, microRNA panels, αvβ6 antibody, and S100A12 from stool, are increasingly being identified, with αvβ6 antibody and oncostatin M being potentially close to being presented into clinical practice. However, the specificity of certain markers still remains problematic. Furthermore, the use of expensive and less accessible technology for detecting new markers, such as microRNAs, represents a limitation for widespread use in clinical practice. Nevertheless, the need for non-invasive, comprehensive markers is becoming increasingly important regarding the complexity of treatment and overall management of IBD.
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Affiliation(s)
- Antonio Mestrovic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Nikola Perkovic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Dorotea Bozic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Marko Kumric
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
| | - Marino Vilovic
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
| | - Josko Bozic
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
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Larochelle J, Howell JA, Yang C, Liu L, Gunraj RE, Stansbury SM, de Oliveira ACP, Baksh S, Candelario-Jalil E. Pharmacological inhibition of receptor-interacting protein kinase 2 (RIPK2) elicits neuroprotective effects following experimental ischemic stroke. Exp Neurol 2024; 377:114812. [PMID: 38729551 PMCID: PMC12010385 DOI: 10.1016/j.expneurol.2024.114812] [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: 03/01/2024] [Revised: 04/19/2024] [Accepted: 05/07/2024] [Indexed: 05/12/2024]
Abstract
Ischemic stroke induces a debilitating neurological insult, where inflammatory processes contribute greatly to the expansion and growth of the injury. Receptor-interacting protein kinase 2 (RIPK2) is most well-known for its role as the obligate kinase for NOD1/2 pattern recognition receptor signaling and is implicated in the pathology of various inflammatory conditions. Compared to a sham-operated control, ischemic stroke resulted in a dramatic increase in the active, phosphorylated form of RIPK2, indicating that RIPK2 may be implicated in the response to stroke injury. Here, we assessed the effects of pharmacological inhibition of RIPK2 to improve post-stroke outcomes in mice subjected to experimental ischemic stroke. We found that treatment at the onset of reperfusion with a RIPK2 inhibitor, which inhibits the phosphorylation and activation of RIPK2, resulted in marked improvements in post-stroke behavioral outcomes compared to the vehicle-administered group assessed 24 h after stroke. RIPK2 inhibitor-treated mice exhibited dramatic reductions in infarct volume, concurrent with reduced damage to the blood-brain barrier, as evidenced by reduced levels of active matrix metalloproteinase-9 (MMP-9) and leakage of blood-borne albumin in the ipsilateral cortex. To explore the protective mechanism of RIPK2 inhibition, we next pretreated mice with RIPK2 inhibitor or vehicle and examined transcriptomic alterations occurring in the ischemic brain 6 h after stroke. We observed a dramatic reduction in neuroinflammatory markers in the ipsilateral cortex of the inhibitor-treated group while also attaining a comprehensive view of the vast transcriptomic alterations occurring in the brain with inhibitor treatment through bulk RNA-sequencing of the injured cortex. Overall, we provide significant novel evidence that RIPK2 may represent a viable target for post-stroke pharmacotherapy and potentially other neuroinflammatory conditions.
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Affiliation(s)
- Jonathan Larochelle
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - John Aaron Howell
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Changjun Yang
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Lei Liu
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Rachel E Gunraj
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Sofia M Stansbury
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | | | - Shairaz Baksh
- BioImmuno Designs, Inc., Edmonton, Alberta, Canada; Bio-Stream Diagnostics, Inc., Edmonton, Alberta, Canada
| | - Eduardo Candelario-Jalil
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, FL, USA.
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Pei J, Gao Y, Wu A. An inflammation-related subtype classification for analyzing tumor microenvironment and clinical prognosis in colorectal cancer. Front Immunol 2024; 15:1369726. [PMID: 38742117 PMCID: PMC11089903 DOI: 10.3389/fimmu.2024.1369726] [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: 01/31/2024] [Accepted: 04/15/2024] [Indexed: 05/16/2024] Open
Abstract
Background The inflammatory response plays an essential role in the tumor microenvironment (TME) of colorectal cancer (CRC) by modulating tumor growth, progression, and response to therapy through the recruitment of immune cells, production of cytokines, and activation of signaling pathways. However, the molecular subtypes and risk score prognostic model based on inflammatory response remain to be further explored. Methods Inflammation-related genes were collected from the molecular signature database and molecular subtypes were identified using nonnegative matrix factorization based on the TCGA cohort. We compared the clinicopathological features, immune infiltration, somatic mutation profile, survival prognosis, and drug sensitivity between the subtypes. The risk score model was developed using LASSO and multivariate Cox regression in the TCGA cohort. The above results were independently validated in the GEO cohort. Moreover, we explored the biological functions of the hub gene, receptor interacting protein kinase 2 (RIPK2), leveraging proteomics data, in vivo, and in vitro experiments. Results We identified two inflammation-related subtypes (inflammation-low and inflammation-high) and have excellent internal consistency and stability. Inflammation-high subtype showed higher immune cell infiltration and increased sensitivity to common chemotherapeutic drugs, while inflammation-low subtype may be more suitable for immunotherapy. Besides, the two subtypes differ significantly in pathway enrichment and biological functions. In addition, the 11-gene signature prognostic model constructed from inflammation-related genes showed strong prognostic assessment power and could serve as a novel prognostic marker to predict the survival of CRC patients. Finally, RIPK2 plays a crucial role in promoting malignant proliferation of CRC cell validated by experiment. Conclusions This study provides new insights into the heterogeneity of CRC and provides novel opportunities for treatment development and clinical decision making.
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Affiliation(s)
| | | | - Aiwen Wu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Unit III, Gastrointestinal Cancer Center, Peking University Cancer Hospital and Institute, Beijing, China
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