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Deng L, Zhao Y, Liu W. PFKP is upregulated in 5-fluorouracil-resistant patients and suppresses the antitumor activity of 5-fluorouracil in colorectal cancer in vitro and in vivo. J Chemother 2024; 36:422-434. [PMID: 38044588 DOI: 10.1080/1120009x.2023.2288742] [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: 05/23/2023] [Revised: 11/20/2023] [Accepted: 11/23/2023] [Indexed: 12/05/2023]
Abstract
As a long-established chemotherapy drug, 5-fluorouracil (5-FU) is widely used to clinically manage colorectal cancer (CRC). However, a substantial portion of patients develop 5-FU resistance at some stage, which poses a great challenge. Therefore, revealing the mechanisms that could guide the development of effective strategies to overcome 5-FU resistance is required. Here, we report that the expression of PFKP was higher in HCT116/5-FU CRC. Furthermore, genetic suppression of PFKP suppresses glycolysis, NF-κB activation, and expression of GLUT1 and HK2 in HCT116/5-FU cells. PFKP overexpression promotes glycolysis and expression of GLUT1 and HK2 via the NF-κB signaling pathway in HCT116 cells. Our functional assays demonstrated that PFKP silencing could sensitize HCT116/5-FU cells to 5-FU with an elevated population of apoptotic cells. In contrast, forced expression of PFKP conferred 5-FU resistance in HCT116 cells. Furthermore, PFKP silencing significantly inhibited CRC xenograft tumor growth. Notably, the combination of PFKP silencing and 5-FU inhibited tumor growth. Therefore, our results demonstrated that PFKP enhances 5-FU resistance by promoting glycolysis, indicating that PFKP could be a novel candidate for targeted therapy for 5-FU-resistant CRC.
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Affiliation(s)
- Lili Deng
- Department of Radiology, Jinshan Hospital, Fudan University, Shanghai, China
| | - Yan Zhao
- Department of Radiology, Jinshan Hospital, Fudan University, Shanghai, China
- Department of Radiology, Chongming Branch, Shanghai University of Medicine and Health Science, Shanghai, China
| | - Wen Liu
- Department of Radiology, Jinshan Hospital, Fudan University, Shanghai, China
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Zhang W, Wang S. Machine learning developed an intratumor heterogeneity signature for predicting prognosis and immunotherapy benefits in skin cutaneous melanoma. Melanoma Res 2024; 34:215-224. [PMID: 38364052 DOI: 10.1097/cmr.0000000000000957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
Intratumor heterogeneity (ITH) is defined as differences in molecular and phenotypic profiles between different tumor cells and immune cells within a tumor. ITH was involved in the cancer progression, aggressiveness, therapy resistance and cancer recurrence. Integrative machine learning procedure including 10 methods was conducted to develop an ITH-related signature (IRS) in The Cancer Genome Atlas (TCGA), GSE54467, GSE59455 and GSE65904 cohort. Several scores, including tumor immune dysfunction and exclusion (TIDE) score, tumor mutation burden (TMB) score and immunophenoscore (IPS), were used to evaluate the role of IRS in predicting immunotherapy benefits. Two immunotherapy datasets (GSE91061 and GSE78220) were utilized to the role of IRS in predicting immunotherapy benefits of skin cutaneous melanoma (SKCM) patients. The optimal prognostic IRS constructed by Lasso method acted as an independent risk factor and had a stable and powerful performance in predicting the overall survival rate in SKCM, with the area under the curve of 2-, 3- and 4-year receiver operating characteristic curve being 0.722, 0.722 and 0.737 in TCGA cohort. We also constructed a nomogram and the actual 1-, 3- and 5-year survival times were highly consistent with the predicted survival times. SKCM patients with low IRS scores had a lower TIDE score, lower immune escape score and higher TMB score, higher PD1&CTLA4 IPS. Moreover, SKCM patients with low IRS scores had a lower gene sets score involved in DNA repair, angiogenesis, glycolysis, hypoxia, IL2-STAT5 signaling, MTORC1 signaling, NOTCH signaling and P53 pathway. The current study constructed a novel IRS in SKCM using 10 machine learning methods. This IRS acted as an indicator for predicting the prognosis and immunotherapy benefits of SKCM patients.
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Affiliation(s)
- Wei Zhang
- Department of Emergency, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuai Wang
- Department of Burn Plastic Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
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Zhong Z, Zhong H. KIF22 promotes the proliferation and glycolysis of melanoma by activating EGFR/STAT3 signaling. Clinics (Sao Paulo) 2023; 78:100307. [PMID: 37944197 PMCID: PMC10661841 DOI: 10.1016/j.clinsp.2023.100307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/12/2023] Open
Abstract
OBJECTIVES Melanoma is one of the leading causes of cancer death. Kinesin Family member 22 (KIF22) is essential for the invasion of melanoma cells, but the role and mechanism of KIF22 in the proliferation and glycolysis in melanoma remains unknown. METHODS KIF22 expression in melanoma tissues and the relationship between KIF22 high expression and overall survival rate in patients with melanoma were analyzed using the Tnmplot database. KIF22 expression in melanoma cells was examined by western blot. Then, KIF22 was silenced and CCK-8 assay, EDU staining and flow cytometry analysis were adopted for assessing cell proliferation and apoptosis. In addition, the glycolysis metabolism of melanoma cells was reflected by detecting Extracellular Acidification Rates (ECAR) and Oxygen Consumption Rates (OCR). The expression of proteins related to apoptosis, glycolysis and EGFR/STAT3 signaling was tested by western blot. Subsequently, melanoma cells were treated with EGF or Colivelin to further elucidate the regulatory effect of KIF22 on EGFR/STAT3 signaling. RESULTS KIF22 expression was notably upregulated in melanoma tissues and cells, and KIF22 high expression was associated with a poor prognosis. Moreover, KIF22 insufficiency suppressed proliferation and accelerated apoptosis of melanoma cells. Additionally, glycolysis was reduced by KIF22 depletion, evidenced by the decreased ECAR and increased OCR, accompanied by the downregulated expression of HK2, PKM2 and LDHA. Importantly, the impacts of KIF22 depletion on the progression of melanoma were partially attenuated after EGF or Colivelin treatment. CONCLUSION Collectively, KIF22 knockdown suppressed the proliferation and glycolysis and facilitated the apoptosis of melanoma cells by inactivating EGFR/STAT3 signaling.
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Affiliation(s)
- Zhi Zhong
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China.
| | - Hua Zhong
- Department of Clean Operation, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
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Huang GX, Hallen NR, Lee M, Zheng K, Wang X, Mandanas MV, Djeddi S, Fernandez D, Hacker J, Ryan T, Bergmark RW, Bhattacharyya N, Lee S, Maxfield AZ, Roditi RE, Buchheit KM, Laidlaw TM, Gern JE, Hallstrand TS, Ray A, Wenzel SE, Boyce JA, Gutierrez-Arcelus M, Barrett NA. Increased epithelial mTORC1 activity in chronic rhinosinusitis with nasal polyps. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.13.562288. [PMID: 37904989 PMCID: PMC10614789 DOI: 10.1101/2023.10.13.562288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Background The airway epithelium plays a central role in the pathogenesis of chronic respiratory diseases such as asthma and chronic rhinosinusitis with nasal polyps (CRSwNP), but the mechanisms by which airway epithelial cells (EpCs) maintain inflammation are poorly understood. Objective We hypothesized that transcriptomic assessment of sorted airway EpCs across the spectrum of differentiation would allow us to define mechanisms by which EpCs perpetuate airway inflammation. Methods Ethmoid sinus EpCs from adult patients with CRS were sorted into 3 subsets, bulk RNA sequenced, and analyzed for differentially expressed genes and pathways. Single cell RNA-seq (scRNA-seq) datasets from eosinophilic and non-eosinophilic CRSwNP and bulk RNA-seq of EpCs from mild/moderate and severe asthma were assessed. Immunofluorescent staining and ex vivo functional analysis of sinus EpCs were used to validate our findings. Results Analysis within and across purified EpC subsets revealed an enrichment in glycolytic programming in CRSwNP vs CRSsNP. Correlation analysis identified mammalian target of rapamycin complex 1 (mTORC1) as a potential regulator of the glycolytic program and identified EpC expression of cytokines and wound healing genes as potential sequelae. mTORC1 activity was upregulated in CRSwNP, and ex vivo inhibition demonstrated that mTOR is critical for EpC generation of CXCL8, IL-33, and CXCL2. Across patient samples, the degree of glycolytic activity was associated with T2 inflammation in CRSwNP, and with both T2 and non-T2 inflammation in severe asthma. Conclusions Together, these findings highlight a metabolic axis required to support epithelial generation of cytokines critical to both chronic T2 and non-T2 inflammation in CRSwNP and asthma.
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Affiliation(s)
- George X. Huang
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Nils R. Hallen
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Minkyu Lee
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Kelly Zheng
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Xin Wang
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | | | - Sarah Djeddi
- Division of Immunology, Boston Children’s Hospital; Boston, MA
| | | | - Jonathan Hacker
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Tessa Ryan
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Regan W. Bergmark
- Department of Otolaryngology, Head and Neck Surgery, Brigham and Women’s Hospital; Boston, MA
| | - Neil Bhattacharyya
- Department of Otolaryngology, Head and Neck Surgery, Massachusetts Eye and Ear Infirmary; Boston, MA
| | - Stella Lee
- Department of Otolaryngology, Head and Neck Surgery, Brigham and Women’s Hospital; Boston, MA
| | - Alice Z. Maxfield
- Department of Otolaryngology, Head and Neck Surgery, Brigham and Women’s Hospital; Boston, MA
| | - Rachel E. Roditi
- Department of Otolaryngology, Head and Neck Surgery, Brigham and Women’s Hospital; Boston, MA
| | - Kathleen M. Buchheit
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Tanya M. Laidlaw
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - James E. Gern
- Division of Allergy, Immunology, and Rheumatology, University of Wisconsin School of Medicine and Public Health; Madison, WI
| | - Teal S. Hallstrand
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington Medical Center; Seattle, WA
| | - Anuradha Ray
- Department of Immunology, University of Pittsburgh; Pittsburgh, PA
| | - Sally E. Wenzel
- Department of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh Medical Center; Pittsburgh, PA
| | - Joshua A. Boyce
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
| | - Maria Gutierrez-Arcelus
- Division of Immunology, Boston Children’s Hospital; Boston, MA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard; Cambridge, MA
| | - Nora A. Barrett
- Jeff and Penny Vinik Center for Translational Immunology Research, Division of Allergy and Clinical Immunology, Brigham and Women’s Hospital; Boston, MA
- Department of Medicine, Harvard Medical School; Boston, MA
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