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Zhi-Xiong C. Decoding YOD1: Insights into tumour regulation and translational opportunities. Biochem Pharmacol 2025; 236:116889. [PMID: 40132762 DOI: 10.1016/j.bcp.2025.116889] [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: 12/19/2024] [Revised: 02/25/2025] [Accepted: 03/19/2025] [Indexed: 03/27/2025]
Abstract
YOD1 deubiquitinase is a 38 kDa protein that belongs to the ovarian tumour protease (OTU) family, and its dysregulation can precipitate cancer development. Still, an up-to-date review article that can summarize its detailed tumour-regulatory function and translational potentials in different cancer types is lacking. To fill this literature gap, this review aims to discuss the tumour-modulatory role of YOD1 based on findings from different pre-clinical and clinical studies, followed by exploring the potential translational values of YOD1 as a tumour biomarker or therapeutic target. Overall, YOD1 could control the development of at least 15 tumour types by deubiquitinating or targeting different cellular proteins to modulate the activities of the cell cycle, p53, β-catenin, extracellular-regulated signal kinase (ERK), and YES-associated pathway (YAP) activities. Additionally, four long non-coding RNAs (lncRNAs), 12 microRNAs (miRNAs), and a few compounds can also directly or indirectly alter the expression and activity of YOD1, mediating tumourigenesis across different cancer types. Cellular expression data showed that YOD1 expression is dysregulated in eight cancer types, giving YOD1 the potential to be used as a diagnostic biomarker. Besides, YOD1 dysregulation can affect the clinical outcomes of various cancers. Hence, targeting YOD1 could potentially help slow tumourigenesis. The major drawback of considering YOD1 as a biomarker or therapeutic target is that its tumour-regulatory role is mainly based on the findings from single-center studies with relatively small sample sizes. Hence, future large-scale and in-depth clinical trials should be conducted to further verify the translational values of YOD1 as a biomarker or therapeutic target.
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Affiliation(s)
- Chong Zhi-Xiong
- Yong Loo Lin School of Medicine, National University of Singapore, Centre for Translational Medicine, 14 Medical Drive 117599, Singapore.
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2
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Wei X, Ning G, Ma H, Yin Y, Ma J, Han L, Chen D, Shi Z. Assessment of in vitro assays and quantitative determination of selectivity and modality of inhibitors targeting the cell cycle regulating, oncogenic cyclin-dependent kinases. Arch Biochem Biophys 2025; 767:110349. [PMID: 39978616 DOI: 10.1016/j.abb.2025.110349] [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: 11/11/2024] [Revised: 01/23/2025] [Accepted: 02/17/2025] [Indexed: 02/22/2025]
Abstract
At the heart of cancer pathology lies the dysregulated cell cycle, which is often driven by aberrant activities of the cell cycle regulating, cyclin-dependent kinases (CDKs). Efforts to harness the therapeutic potential of modulating CDK activities have led to the development of inhibitors with tailored CDK selectivity. However, uniformity in the methods used to evaluate CDK inhibitor selectivity has been lacking and consequently, direct comparison and interpretation of selectivity profiles determined under different assay conditions is difficult. Determination of the inhibition modalities crucial to profiling selectivity of a CDK inhibitor requires thorough kinetic analysis carried out under comparable assay conditions. In this study, we employed a streamlined series of in vitro assays for profiling CDK inhibitors wherein intrinsic inhibition constants and cellular binding parameters were measured by using strategically designed enzymatic inhibition and complementary biophysical assays. Our findings demonstrate the effectiveness of this strategy in determining and quantitatively analyzing the selectivity and inhibition modality of a set of representative CDK inhibitors towards the major oncogenic, cell cycle CDKs. In addition, the assay results provide insights into the inhibitor-target interactions that extend beyond potency and selectivity.
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Affiliation(s)
- Xiaolu Wei
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, School of Pharmacy, The Center for Drug Research and Development, Guangdong Pharmaceutical University, Guangzhou, 510006, PR China
| | - Guidan Ning
- School of Health, Guangdong Pharmaceutical University, Guangzhou, 510006, PR China
| | - Huitong Ma
- Department of Biology, Division of Discovery Research, Ionova Biotherapeutics Co., Inc, Foshan, 528000, PR China
| | - Yujiao Yin
- Department of Biology, Division of Discovery Research, Ionova Biotherapeutics Co., Inc, Foshan, 528000, PR China
| | - Jianchun Ma
- The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, 510006, PR China
| | - Liang Han
- School of Health, Guangdong Pharmaceutical University, Guangzhou, 510006, PR China.
| | - Danqi Chen
- Department of Biology, Division of Discovery Research, Ionova Biotherapeutics Co., Inc, Foshan, 528000, PR China.
| | - Zhongfeng Shi
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, School of Pharmacy, The Center for Drug Research and Development, Guangdong Pharmaceutical University, Guangzhou, 510006, PR China.
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3
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Dommer AP, Kumarasamy V, Wang J, O’Connor TN, Roti M, Mahan S, McLean K, Knudsen ES, Witkiewicz AK. Tumor Suppressors Condition Differential Responses to the Selective CDK2 Inhibitor BLU-222. Cancer Res 2025; 85:1310-1326. [PMID: 39945638 PMCID: PMC11977231 DOI: 10.1158/0008-5472.can-24-2244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 11/15/2024] [Accepted: 01/22/2025] [Indexed: 03/23/2025]
Abstract
Cyclin-dependent kinase 2 (CDK2) inhibitors have recently been developed and have entered clinical trials. Combination approaches can help broaden the use of therapeutic agents and establish more effective treatments. Here, we evaluated the selective CDK2 inhibitor BLU-222 for mechanisms of response in the context of ovarian and breast cancer models. Sensors of cellular CDK activity indicated that sensitivity to either CDK4/6 or CDK2 inhibition was related to the differential dependence on a single CDK for G1-S transition. Unlike CDK4/6 inhibitors, BLU-222 was able to robustly inhibit proliferation through cell-cycle inhibition in both G1 and G2 phases. However, it remained possible for cells to reenter the cell cycle upon drug withdrawal. The antiproliferative strength and impact on G1-S versus G2-M accumulation was mediated by the RB tumor suppressor. To broaden the sensitivity to CDK2 inhibition, combinatorial drug screens were performed that identified both synergistic (e.g., CDK4/6 inhibitors) and antagonistic (e.g., WEE1 inhibitors) relationships. Models that were exceptionally sensitive to CDK2 inhibition displayed coordinate expression of cyclin E1 and P16INK4A, an endogenous CDK4/6 inhibitor. Functional studies demonstrated that P16INK4A and CDK4/6 activity were key mediators of sensitivity to BLU-222. Clinical gene and protein expression analyses revealed a positive correlation between cyclin E1 and P16INK4A and identified that ∼25% of ovarian cancers exhibited coordinate expression of cyclin E, P16INK4A, and RB, indicative of strong sensitivity to CDK2 inhibition. Together, this work advances a precision strategy for the use of CDK2 inhibitors in the context of ovarian and breast cancers. Significance: The CDK2-specific inhibitor BLU-222 shows preclinical efficacy in breast and ovarian cancer with select determinants of response and holds promise in combinatorial strategies. See related article by House and colleagues, p. 1297.
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Affiliation(s)
- Adam P. Dommer
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Vishnu Kumarasamy
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Jianxin Wang
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Thomas N. O’Connor
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Michelle Roti
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Sidney Mahan
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Karen McLean
- Department of Gynecology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Erik S. Knudsen
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Agnieszka K. Witkiewicz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
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4
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Wang H, Zhao B, Zhang J, Hu Q, Zhou L, Zhang Y, Cai Y, Qu Y, Jiang T, Zhang D. N4-Acetylcytidine-Mediated CD2BP2-DT Drives YBX1 Phase Separation to Stabilize CDK1 and Promote Breast Cancer Progression. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2411834. [PMID: 39976088 PMCID: PMC12005790 DOI: 10.1002/advs.202411834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 02/03/2025] [Indexed: 02/21/2025]
Abstract
Long noncoding RNAs (lncRNAs) play critical roles in the initiation and progression of breast cancer. However, the specific mechanisms and biological functions of lncRNAs in breast cancer remain incompletely understood. Bioinformatics analysis identifies a novel lncRNA, CD2BP2-DT, that is overexpressed in breast cancer and correlates with adverse clinicopathological features and poor overall survival. Both in vivo and in vitro experiments demonstrate that CD2BP2-DT promotes proliferation of breast cancer cells. Mechanistically, NAT10 mediates the N4-acetylcytidine (ac4C) modification of CD2BP2-DT, enhancing its RNA stability and expression. More importantly, CD2BP2-DT enhances the stability of CDK1 mRNA by mediating YBX1 phase separation, thereby promoting the proliferation of breast cancer cells. In conclusion, the lncRNA CD2BP2-DT is identified as a crucial driver of breast cancer cell proliferation through the YBX1/CDK1 axis, highlighting its potential as a promising biomarker and therapeutic target for breast cancer.
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Affiliation(s)
- Hongyu Wang
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Bozhi Zhao
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Jiayu Zhang
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Qunyu Hu
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Linlin Zhou
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Yinghui Zhang
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Yixin Cai
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Yuansong Qu
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
| | - Tao Jiang
- Department of General SurgeryThe Affiliated Hospital of Xuzhou Medical UniversityInstitute of Digestive DiseasesXuzhou Medical UniversityXuzhou221002China
| | - Dongwei Zhang
- Department of General SurgeryThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150086China
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5
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Wang S, Xie B, Deng H, Ma X, Tang B, Ma L, Zhu J, Li J, Li L. Effect of PRKD3 on cell cycle in gastric cancer progression and downstream regulatory networks. Med Oncol 2025; 42:135. [PMID: 40131654 DOI: 10.1007/s12032-025-02663-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Accepted: 03/04/2025] [Indexed: 03/27/2025]
Abstract
Protein kinase D3 (PRKD3), belonging to the protein kinase D family, significantly influences tumor development and progression. The role of PRKD3 in advancing gastric cancer (GC) and its effects on the cell cycle are not well understood, necessitating detailed investigation. Assessment of PRKD3 expression in both malignant and normal gastric tissues was performed using bioinformatics databases. The influence of PRKD3 on GC's malignant characteristics was evaluated through in vitro experiments utilizing cell line models of GC. Additionally, proteomic analyses were conducted to investigate the potential mechanisms of PRKD3 in GC progression. PRKD3 was notably overexpressed in GC tissues, correlating with adverse outcomes for patients. PRKD3 knockdown impaired GC cell malignancy, manifesting as a 2.12-fold decline in proliferation(p < 0.01), 2.64-fold suppression of migration(p < 0.01), 2.16-fold inhibition of invasion(p < 0.01), and G2/M phase arrest. Proteomic and Western blot analyses had revealed a substantial enrichment in differentially expressed proteins (DEPs) associated with tumor-related signaling pathways, including FoxO and p53, which was paralleled by significant alterations in the levels of key cell cycle proteins such as CDK1, CyclinB1, CHK1 and PLK1, with a 6.8-fold elevation in CHK1 levels(p < 0.05). The overexpression of PRKD3 was intricately linked with the aggressive behaviors of GC. Targeting PRKD3 activity offers potential for effective treatments of GC.
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Affiliation(s)
- Shuaiyang Wang
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Bei Xie
- Department of Immunology, School of Basic Medical Sciences, Lanzhou University, Lanzhou, 730000, Gansu, China.
| | - Haohua Deng
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Xingyuan Ma
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Baoyuan Tang
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Lei Ma
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Jinmei Zhu
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China
| | - Jing Li
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
| | - Linjing Li
- Department of Clinical Laboratory Center, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China.
- Cuiying Biomedical Research Center, Lanzhou University Lanzhou Second Hospital, Lanzhou, 730000, Gansu, China.
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Tasbihi K, Bruns H. Selinexor's Immunomodulatory Impact in Advancing Multiple Myeloma Treatment. Cells 2025; 14:430. [PMID: 40136679 PMCID: PMC11940887 DOI: 10.3390/cells14060430] [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: 01/30/2025] [Revised: 03/06/2025] [Accepted: 03/11/2025] [Indexed: 03/27/2025] Open
Abstract
Despite the major advancements in the repertoire for multiple myeloma (MM) treatment, this disease remains a chronically progressive plasma cell malignancy. Drug resistance and high relapse rates complicate the extended treatment strategies. However, the tumor microenvironment (TME) in MM is decisive for the success of a therapy or relapse. Aiming to improve the outcome of relapsed and refractory MM patients, Selinexor has entered the drug arsenal of myeloma therapy through the implementation of a novel therapeutic approach by selectively inhibiting the nuclear export receptor Exportin-1 (XPO1). Selinexor leads to the inactivation of cancer-related proteins and induces apoptosis by disrupting the nucleocytoplasmic flow in myeloma cells. While this drug is selectively cytotoxic to neoplastic cells, Selinexor's immunomodulatory impact on the TME is currently being investigated. The aim of this review was to elucidate Selinexor's capacity to influence the cell interaction network of the TME from an immunological perspective. Deciphering the complex interplay of highly plastic immune cells provides a contribution to the molecular-biological exploration of disease initiation and progression in MM. Unraveling the novel therapeutic targets of the immunological TME and evaluating the advanced immunotherapeutic regimens implementing Selinexor will shape the future directions of immune-oncotherapy in MM.
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Affiliation(s)
| | - Heiko Bruns
- Department of Medicine 5—Hematology and Oncology, University Hospital Erlangen, 91054 Erlangen, Germany;
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7
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Engleberg AI, Yang YT, Schall PZ, Takada M, Thaiwong-Nebelung T, Evans JM, Ostrander EA, Yuzbasiyan-Gurkan V. Transcriptome Analysis of Canine Histiocytic Sarcoma Tumors and Cell Lines Reveals Multiple Targets for Therapy. Cancers (Basel) 2025; 17:954. [PMID: 40149290 PMCID: PMC11940154 DOI: 10.3390/cancers17060954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2025] [Revised: 02/28/2025] [Accepted: 03/07/2025] [Indexed: 03/29/2025] Open
Abstract
Background: Histiocytic sarcoma (HS) is a highly aggressive malignancy characterized by the excessive proliferation of histiocytes in dogs and humans. A subset of dog breeds, including the Bernese Mountain Dog (BMD), show a remarkably high prevalence of HS. Previous work by us and others has identified somatic driver mutations of HS in the PTPN11 and KRAS genes that activate the MAPK pathway in about 60% of canine HS. However, no somatic driver mutations have been identified in the remaining 40%. Objectives: Our goals are to study HS in BMDs to gain insight into the molecular pathogenesis of the disease, and identify rational approaches to therapy. Methods: Here, we report our whole transcriptome analysis of 18 well-characterized BMD HS tumor tissues, as well as three HS cell lines. Results: Our analysis reveals the significant upregulation of molecular pathways involving the FOXM1, AURKB, PLK1, and E2F genes, in HS as well as hemophagocytic HS, providing new information regarding pathways that may be targeted with inhibitors. In addition, we document the expression of multiple checkpoint genes, suggesting the option of treatment with small-molecule inhibitors together with checkpoint inhibitors. Further, we show that the transcriptomes of three canine HS cell lines mirror those of canine patient tumors, further highlighting their potential use in drug discovery and efficacy studies. Finally, we demonstrate, for the first time, that aurora kinase inhibitors are effective in curtailing the growth of HS cells in vitro and show synergism with MAPK inhibition. Conclusions: This study provides the most detailed analysis of the canine HS transcriptome to date, highlighting key pathways in its pathogenesis and suggesting new avenues for both single and combination treatment strategies, which may be pertinent to the treatment of human HS.
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Affiliation(s)
- Alexander I. Engleberg
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48823, USA; (A.I.E.); (Y.-T.Y.); (P.Z.S.); (M.T.)
| | - Ya-Ting Yang
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48823, USA; (A.I.E.); (Y.-T.Y.); (P.Z.S.); (M.T.)
| | - Peter Z. Schall
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48823, USA; (A.I.E.); (Y.-T.Y.); (P.Z.S.); (M.T.)
- Department of Human Genetics, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Marilia Takada
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48823, USA; (A.I.E.); (Y.-T.Y.); (P.Z.S.); (M.T.)
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Tuddow Thaiwong-Nebelung
- Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Michigan State University, Lansing, MI 48824, USA;
| | - Jacquelyn M. Evans
- Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, Intramural Program of the National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA; (J.M.E.); (E.A.O.)
- Baker Institute of Animal Health, Department of Biomedical Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Elaine A. Ostrander
- Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, Intramural Program of the National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA; (J.M.E.); (E.A.O.)
| | - Vilma Yuzbasiyan-Gurkan
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48823, USA; (A.I.E.); (Y.-T.Y.); (P.Z.S.); (M.T.)
- Department of Microbiology, Genetics and Immunology, Michigan State University, East Lansing, MI 48824, USA
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8
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Cheng H, Liang Z, Wu Y, Hu J, Cao B, Liu Z, Liu B, Cheng H, Liu ZX. Inferring kinase-phosphosite regulation from phosphoproteome-enriched cancer multi-omics datasets. Brief Bioinform 2025; 26:bbaf143. [PMID: 40194556 PMCID: PMC11975364 DOI: 10.1093/bib/bbaf143] [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: 11/07/2024] [Revised: 02/03/2025] [Accepted: 03/14/2025] [Indexed: 04/09/2025] Open
Abstract
Phosphorylation in eukaryotic cells plays a key role in regulating cell signaling and disease progression. Despite the ability to detect thousands of phosphosites in a single experiment using high-throughput technologies, the kinases responsible for regulating these sites are largely unidentified. To solve this, we collected the quantitative data at the transcriptional, protein, and phosphorylation levels of 10 159 samples from 23 tumor datasets and 15 adjacent normal tissue datasets. Our analysis aimed to uncover the potential impact and linkage of kinase-phosphosite (KPS) pairs through experimental evidence in publications and prediction tools commonly used. We discovered that both experimentally validated and tool-predicted KPS pairs were enriched in groups where there is a significant correlation between kinase expression/phosphorylation level and the phosphorylation level of phosphosite. This suggested that a quantitative correlation could infer the KPS interconnections. Furthermore, the Spearman's correlation coefficient for these pairs were notably higher in tumor samples, indicating that these regulatory interactions are particularly pronounced in tumors. Consequently, building on the KPS correlations of different datasets as predictive features, we have developed an innovative approach that employed an oversampling method combined with and XGBoost algorithm (SMOTE-XGBoost) to predict potential kinase-specific phosphorylation sites in proteins. Moreover, the computed correlations and predictions of kinase-phosphosite interconnections were integrated into the eKPI database (https://ekpi.omicsbio.info/). In summary, our study could provide helpful information and facilitate further research on the regulatory relationship between kinases and phosphosites.
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Affiliation(s)
- Haoyang Cheng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
- Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong Special Administrative Region 999077, China
| | - Zhuoran Liang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
| | - Yijin Wu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
| | - Jiamin Hu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
| | - Bijin Cao
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
- School of Life Sciences, Zhengzhou University, 100 Science Avenue, Zhengzhou 450001, China
| | - Zekun Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
| | - Bo Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
- School of Life Sciences, Zhengzhou University, 100 Science Avenue, Zhengzhou 450001, China
| | - Han Cheng
- School of Life Sciences, Zhengzhou University, 100 Science Avenue, Zhengzhou 450001, China
| | - Ze-Xian Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou 510060, China
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9
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Hu GS, Zheng ZZ, He YH, Wang DC, Nie RC, Liu W. Integrated Analysis of Proteome and Transcriptome Profiling Reveals Pan-Cancer-Associated Pathways and Molecular Biomarkers. Mol Cell Proteomics 2025; 24:100919. [PMID: 39884577 PMCID: PMC11907456 DOI: 10.1016/j.mcpro.2025.100919] [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: 06/12/2024] [Revised: 01/02/2025] [Accepted: 01/24/2025] [Indexed: 02/01/2025] Open
Abstract
Understanding dysregulated genes and pathways in cancer is critical for precision oncology. Integrating mass spectrometry-based proteomic data with transcriptomic data presents unique opportunities for systematic analyses of dysregulated genes and pathways in pan-cancer. Here, we compiled a comprehensive set of datasets, encompassing proteomic data from 2404 samples and transcriptomic data from 7752 samples across 13 cancer types. Comparisons between normal or adjacent normal tissues and tumor tissues identified several dysregulated pathways including mRNA splicing, interferon pathway, fatty acid metabolism, and complement coagulation cascade in pan-cancer. Additionally, pan-cancer upregulated and downregulated genes (PCUGs and PCDGs) were also identified. Notably, RRM2 and ADH1B, two genes which belong to PCUGs and PCDGs, respectively, were identified as robust pan-cancer diagnostic biomarkers. TNM stage-based comparisons revealed dysregulated genes and biological pathways involved in cancer progression, among which the dysregulation of complement coagulation cascade and epithelial-mesenchymal transition are frequent in multiple types of cancers. A group of pan-cancer continuously upregulated and downregulated proteins in different tumor stages (PCCUPs and PCCDPs) were identified. We further constructed prognostic risk stratification models for corresponding cancer types based on dysregulated genes, which effectively predict the prognosis for patients with these cancers. Drug prediction based on PCUGs and PCDGs as well as PCCUPs and PCCDPs revealed that small molecule inhibitors targeting CDK, HDAC, MEK, JAK, PI3K, and others might be effective treatments for pan-cancer, thereby supporting drug repurposing. We also developed web tools for cancer diagnosis, pathologic stage assessment, and risk evaluation. Overall, this study highlights the power of combining proteomic and transcriptomic data to identify valuable diagnostic and prognostic markers as well as drug targets and treatments for cancer.
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Affiliation(s)
- Guo-Sheng Hu
- Biomedical Research Center of South China, College of Life Sciences, Fujian Normal University, Fuzhou, China; State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Zao-Zao Zheng
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Yao-Hui He
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; MOE Key Lab of Rare Pediatric Diseases, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Du-Chuang Wang
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China
| | - Rui-Chao Nie
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, Fujian, China
| | - Wen Liu
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian, China; National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, Fujian, China.
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10
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Kweon J, Lim W, Lee H, Kim J, Song G, Jeong W, Ham J. Cypermethrin triggers oxidative stress, apoptosis, and inflammation in bovine mammary glands by disruption of mitogen-activated protein kinase (MAPK) pathways and calcium homeostasis. Reprod Toxicol 2025; 132:108842. [PMID: 39884399 DOI: 10.1016/j.reprotox.2025.108842] [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: 09/18/2024] [Revised: 12/15/2024] [Accepted: 01/22/2025] [Indexed: 02/01/2025]
Abstract
Cyano-(3-phenoxyphenyl)methyl]3-(2,2-dichloroethenyl)-2,2-dimethylcyclopropane-1-carboxylate (cypermethrin) is a pyrethroid insecticide that is widely used to repel insects, such as cockroaches and ants. In addition to the target insects, its hazards have been outlined for carp; mice; and the nervous, reproductive, and gastrointestinal systems of humans. However, the effects of cypermethrin on the mammary tissue and milk production in dairy cattle remain unknown. Therefore, in the present study, we aimed to elucidate the impact of cypermethrin on dairy cattle using bovine mammary epithelial cells (MAC-T), which play key roles in milk yield and quality maintenance. First, we assessed the effects of cypermethrin on cell viability, proliferation, and cell cycle progression, followed by correlated gene expression analysis. Cypermethrin-treated cells exhibited G1 phase arrest and an increase in the sub G1 population. The population of MAC-T cells in both early and late apoptotic phases was increased following cypermethrin exposure. Moreover, cypermethrin caused mitochondrial calcium overload and diminished the mitochondrial membrane potential in MAC-T cells. We also observed the disruption of mitogen-activated protein kinase (MAPK) cascades and eventually, apoptotic cell death and excessive oxidative stress in cypermethrin-exposed MAC-T cells. In addition, cypermethrin affects the transcription levels related to apoptosis and inflammation, which may lead to the development of clinical morbidities, such as mastitis.
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Affiliation(s)
- Junhun Kweon
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea
| | - Whasun Lim
- Department of Biological Sciences, Sungkyunkwan University, Suwon 16419, Republic of Korea
| | - Hojun Lee
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea
| | - Jinyoung Kim
- Department of Animal Biotechnology, Dankook University, Cheonan 31116, Republic of Korea
| | - Gwonhwa Song
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea.
| | - Wooyoung Jeong
- Department of Biomedical Sciences, Catholic Kwandong University, Gangneung 25601, Republic of Korea.
| | - Jiyeon Ham
- Division of Animal and Dairy Science, Chungnam National University, Daejeon 34134, Republic of Korea.
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11
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Chen Q, Lu C, Li D, Xu L, Wang C, Yu L. CDK1 inhibitor RO-3306 enhances BTKi potency in diffuse large B-cell lymphoma by suppressing JAK2/STAT3 signaling. Int J Biol Macromol 2025; 297:139893. [PMID: 39818374 DOI: 10.1016/j.ijbiomac.2025.139893] [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: 07/22/2024] [Revised: 01/12/2025] [Accepted: 01/13/2025] [Indexed: 01/18/2025]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most common type of lymphoma in adults, which characterized by a high degree of heterogeneity in terms of clinical presentation, molecular phenotype, and genetic features. However, approximately 30 %-40 % of patients are refractory to standard chemotherapy, and their prognosis is poor. The emergence of small-molecule inhibitors, such as Bruton's tyrosine kinase inhibitors (BTKi), has greatly improved the treatment of DLBCL; however, drug resistance associated with small-molecule inhibitors has greatly limited their clinical application. In this study, we elucidated the principal genes influencing BTKi sensitivity in DLBCL and delineated the underlying mechanisms. This study identified cyclin-dependent kinase 1 (CDK1) as the central gene influencing BTKi sensitivity in DLBCL cells. The application of RO-3306 effectively promoted the growth and increased the apoptotic rate of DLBCL cells. Furthermore, RO-3306 increased the susceptibility of DLBCL cells to BTKis in both in vitro and xenograft experimental models. RNA-seq analyses suggested the potential modulation of the JAK2/STAT3 signaling cascade by RO-3306, a finding further confirmed by the diminished phosphorylation documented by western blotting. This study provides pivotal insights into the mechanisms governing BTKi sensitivity in DLBCL and potentially reveals new avenues for targeted therapeutic strategies.
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Affiliation(s)
- Qiuni Chen
- Department of Hematology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huaian 223300, Jiangsu Province, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China
| | - Chuanyang Lu
- Department of Hematology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huaian 223300, Jiangsu Province, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China
| | - Dongnan Li
- Department of Hematology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huaian 223300, Jiangsu Province, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China
| | - Lei Xu
- Department of Hematology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huaian 223300, Jiangsu Province, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China
| | - Chunling Wang
- Department of Hematology, The Huaian Clinical College of Xuzhou Medical University, Huai'an, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China.
| | - Liang Yu
- Department of Hematology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huaian 223300, Jiangsu Province, PR China; Key Laboratory of Hematology of Nanjing Medical University, Nanjing 210029, Jiangsu Province, PR China.
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12
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Mivehchi H, Eskandari-Yaghbastlo A, Pour Bahrami P, Elhami A, Faghihinia F, Nejati ST, Kazemi KS, Nabi Afjadi M. Exploring the role of oral bacteria in oral cancer: a narrative review. Discov Oncol 2025; 16:242. [PMID: 40009328 DOI: 10.1007/s12672-025-01998-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 02/19/2025] [Indexed: 02/27/2025] Open
Abstract
A growing body of research indicates that a wide range of cancer types may correlate with human microbiome components. On the other hand, little is known about the potential contribution of the oral microbiota to oral cancer. However, some oral microbiome components can stimulate different tumorigenic processes associated with the development of cancer. In this line, two prevalent oral infections, Porphyromonas gingivalis, and Fusobacterium nucleatum can increase tumor growth. The microbiome can impact the course of the illness through direct interactions with the human body and major modifications to the toxicity and responsiveness to different kinds of cancer therapy. Recent research has demonstrated a relationship between specific phylogenetic groupings and the results of immunotherapy treatment for particular tumor types. Conversely, there has been a recent upsurge in interest in the possibility of using microbes to treat cancer. At the moment, some species, such as Salmonella typhimurium and Clostridium spp., are being explored as possible cancer treatment vectors. Thus, understanding these microbial interactions highlights the importance of maintaining a healthy oral microbiome in preventing oral cancers. From this perspective, this review will discuss the role of the microbiome on oral cancers and their possible application in oral cancer treatment/improvement.
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Affiliation(s)
- Hassan Mivehchi
- Faculty of Dentistry, University of Debrecen, Debrecen, Hungary
| | | | | | - Anis Elhami
- Faculty of Dentistry, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Farbod Faghihinia
- School of Dentistry, Yasuj University of Medical Sciences, Yasuj, Iran
| | | | - Kimia Sadat Kazemi
- Faculty of Dentistry, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mohsen Nabi Afjadi
- Department of Biochemistry, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran.
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13
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Wang J, Liu L, Gao X, Liu X, Dai Y, Mao Z, Huang S, Li J, Wang D, Qi Y, Han Y, Xu Y, Chua CYX, Grattoni A, Xie W, Yang H, Huang G. A novel pathway for stemness propagation and chemoresistance in non-small cell lung cancer via phosphorylated PKM2-loaded small extracellular vesicles. Theranostics 2025; 15:3439-3461. [PMID: 40093893 PMCID: PMC11905138 DOI: 10.7150/thno.103722] [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: 09/15/2024] [Accepted: 02/11/2025] [Indexed: 03/19/2025] Open
Abstract
Rationale: Non-small cell lung cancer (NSCLC) is a predominant cause of cancer-related mortality, with its progression and treatment resistance significantly influenced by cancer stem cells (CSCs) and their complex intercellular communication mechanisms. Small extracellular vesicles (sEVs) have emerged as pivotal mediators of intercellular signaling, affecting tumor microenvironment modulation and therapeutic resistance. This study investigates the role of CSC-derived sEVs in transmitting stemness traits through the selective sorting of pyruvate kinase M2 phosphorylated at the Y105 site (pY105-PKM2), mediated by the adaptor protein IQGAP1, which supports CSC maintenance and drug resistance in NSCLC. Methods: In vitro and in vivo experiments, including proteomic and transcriptomic analyses, were conducted to identify key regulators of sEV-mediated signaling. Immunoprecipitation, proximity ligation assays, and immunofluorescence were used to examine the role of IQGAP1 in the sorting of pY105-PKM2 into sEVs. Functional assays, including sphere formation, chemoresistance tests, metabolic assessments, and cell cycle analysis, were conducted to evaluate the effects of sEV-mediated delivery of pY105-PKM2 on recipient cells. Additionally, immunohistochemistry and survival analysis were performed on tumor samples from NSCLC patients to establish clinical correlations. Results: We unveiled a novel mechanism by which CSC-derived sEVs transmit stemness traits to replenish the CSC pool in NSCLC. CSC-derived sEVs were enriched with pY105-PKM2, correlating with enhanced stemness, chemoresistance, and poor clinical outcomes. Mechanistically, IQGAP1 was identified as an adaptor facilitating the selective sorting of pY105-PKM2 into sEVs through interactions with the ESCRT component TSG101. Recipient cells treated with CSC-derived sEVs exhibited metabolic reprogramming, slower cell cycle progression, and enhanced chemoresistance. The synergistic role of IQGAP1 and pY105-PKM2 was confirmed, highlighting their critical contributions to CSC maintenance and malignant progression. Conclusion: This study highlights the critical role of CSC-derived sEVs in NSCLC progression and therapy resistance through the IQGAP1-mediated selective sorting of pY105-PKM2. By uncovering this novel pathway, our findings provide valuable insights into CSC pool replenishment and therapeutic resistance mechanisms in NSCLC, identifying IQGAP1 and pY105-PKM2 as promising therapeutic targets for mitigating CSC-driven malignancy and enhancing treatment efficacy.
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Affiliation(s)
- Jingyi Wang
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Liu Liu
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xinyu Gao
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Xiyu Liu
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Yitian Dai
- Laboratory of Stem Cell Biology and Engineering, New York Blood Center, New York, NY 10065, USA
| | - Zijun Mao
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Shengzhe Huang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Junjian Li
- Department of Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Dongliang Wang
- Department of Nuclear Medicine, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Yu Qi
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
| | - Yingwen Han
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yunjing Xu
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Corrine Ying Xuan Chua
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Alessandro Grattoni
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA
- Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA
- Department of Radiation Oncology, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Wenhui Xie
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Hao Yang
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Gang Huang
- Department of Nuclear Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai Key Laboratory of Molecular Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
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14
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Fu C, Sun L, Feng C, Zhou T, Bi Y. A prognostic model of lung adenocarcinoma constructed based on circadian rhythm genes and its potential clinical significance. Front Oncol 2025; 15:1464578. [PMID: 40040723 PMCID: PMC11876053 DOI: 10.3389/fonc.2025.1464578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 01/21/2025] [Indexed: 03/06/2025] Open
Abstract
Background Lung adenocarcinoma (LUAD) is a common pathological category of lung cancer. Circadian rhythm (CR) disruption has been demonstrated to impact on lung tumorigenesis in mouse models. The aim of this study was to mine genes relevant to CR in LUAD and construct a corresponding risk model. Methods CRRGs from GSEA-MsigDB were filtered by overlapping DEGs in LUAD and NC specimens, two clusters with survival and clinical discrepancies, and CRRGs. Cox regression analysis (univariate and multivariate) was used to establish a CR-relevant risk model, which was validated in both the training and validation sets. Differences in immune infiltration, immunotherapy, and drug sensitivity between subgroups were explored. Prognostic gene expression was tested in clinical cancer and paracancer tissue samples using RT-qPCR. Results A grand total of two prognostic genes (CDK1 and HLA-DMA) related to CR were screened. The AUC values of a CR-relevant risk model in predicting 1/3/5-years survival in LUAD patients were greater than 0.6, indicating that the efficiency of the model was decent. Then, the results of CIBERSORT demonstrated noticeable differences in the tumor microenvironment between CR-relevant high- and low-risk subgroups. In addition, the CR-relevant risk score could be performed to estimate the effectiveness of immunotherapy in LUAD patients. The sensitivity of three common drugs (homoharringtonine, lapatinib, and palbociclib) in LUAD could be evaluated by the CR-relevant risk model. Ultimately, the experimental results confirmed that the expression trends of CDK1 and HLA-DMA in our collected clinical samples were in line with the expression trends in the TCGA-LUAD dataset. Conclusion In conclusion, a CR-relevant risk model based on CDK1 and HLA-DMA was constructed by using bioinformatics analysis, which might supply a new insight into the improved prognosis of LUAD.
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Affiliation(s)
- Cong Fu
- Department of Oncology, Changzhou Cancer (Fourth People’s) Hospital, Changzhou, China
| | - Lin Sun
- Department of Oncology, Affiliated Hospital of Soochow University, Changzhou, China
| | - Cuncheng Feng
- Department of Gastrointestinal Surgery, Affiliated Hospital of Nanjing Medical University, Changzhou No. 2 People’s Hospital, Changzhou, China
| | - Tong Zhou
- Department of Oncology, Changzhou Cancer (Fourth People’s) Hospital, Changzhou, China
| | - Yanzhi Bi
- Department of Oncology, Changzhou Cancer (Fourth People’s) Hospital, Changzhou, China
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15
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Xu C, Chen C, Xu Y, Li Z, Chen H, Wang G. Prognostic Significance of CDK1 in Ovarian and Cervical Cancers. J Cancer 2025; 16:1656-1667. [PMID: 39991589 PMCID: PMC11843233 DOI: 10.7150/jca.104371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 12/13/2024] [Indexed: 02/25/2025] Open
Abstract
Background: Ovarian cancer (OC) and cervical cancer (CC) are the leading causes of death among women. Therefore, identifying markers for early detection and treatment is critical. CDK1 governs the G2/M transition of the cell cycle and is a significant regulatory protein of the cycle. RO-3306 and UBE2C are related to CDK1 expression and might jointly facilitate the development of OC. CDK1 and CDK2 phosphorylate MLK3, which plays an important role in the invasion and proliferation of OC cells. Furthermore, miR-490-3P targets CDK1 and restrains the growth of ovarian tumors. CDK1 also plays a crucial part in the progression of CC. For instance, CDK1 overexpression can rescue the effect of RCC1 knockdown, which is involved in key processes, such as cytoplasmic transport, on G1 cell cycle progression. Using bioinformatics analysis, we evaluated the functional enrichment and role of the co-expressed gene CDK1 in these two cancers and its impact on their prognoses. Methods: First, we screened public datasets for OC- and CC-associated DEGs and identified intersecting genes. Enrichment analyses of these genes revealed key biological pathways and processes. We then generated protein-protein interaction networks to identify central genes and important gene modules. Results: Additional enrichment analyses revealed that cell cycle regulation and germ cell maturation were the primary processes regulated by these core genes. We also examined the function of CDK1 in OC and CC, demonstrating its overexpression and its association with particular immunological cell infiltration patterns. Furthermore, CDK1 mutational burden, copy number variation, and patient survival analyses indicated that CDK1 may be a useful prognostic marker. Finally, immunohistochemical examination confirmed the expression of some candidate genes in clinical samples. Conclusion: These findings shed light on the molecular causes of OC and CC and will aid the identification of novel targets for future research regarding these cancers, including their diagnosis and treatment.
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Affiliation(s)
- Cong Xu
- School of Clinical Medicine, Dali University, Dali 671000, Yunnan, People's Republic of China
| | - Chaowen Chen
- Chinese People's Life Safety Research Institute, Huaxi Hospital, Sichuan University, Chengdu 610000, Sichuan
| | - Yonghong Xu
- Chongqing Medical University, Chongqing, Banan 401300, People's Republic of China
| | - Zhenqi Li
- West China School of Medicine, Sichuan University, Chengdu, People's Republic of China
| | - Huaqiu Chen
- Department of Clinical Laboratory, Xichang People's Hospital, Xichang, People's Republic of China
| | - Guangming Wang
- School of Clinical Medicine, Dali University, Dali 671000, Yunnan, People's Republic of China
- Center of Genetic Testing, Dali University, Dali 671000, People's Republic of China
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16
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Kumarasamy V, Wang J, Roti M, Wan Y, Dommer AP, Rosenheck H, Putta S, Trub A, Bisi J, Strum J, Roberts P, Rubin SM, Frangou C, McLean K, Witkiewicz AK, Knudsen ES. Discrete vulnerability to pharmacological CDK2 inhibition is governed by heterogeneity of the cancer cell cycle. Nat Commun 2025; 16:1476. [PMID: 39924553 PMCID: PMC11808123 DOI: 10.1038/s41467-025-56674-4] [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: 05/08/2024] [Accepted: 01/27/2025] [Indexed: 02/11/2025] Open
Abstract
Cyclin dependent kinase 2 (CDK2) regulates cell cycle and is an emerging target for cancer therapy. There are relatively small numbers of tumor models that exhibit strong dependence on CDK2 and undergo G1 cell cycle arrest following CDK2 inhibition. The expression of P16INK4A and cyclin E1 determines this sensitivity to CDK2 inhibition. The co-expression of these genes occurs in breast cancer patients highlighting their clinical significance as predictive biomarkers for CDK2-targeted therapies. In cancer models that are genetically independent of CDK2, pharmacological inhibitors suppress cell proliferation by inducing 4N cell cycle arrest and increasing the expressions of phospho-CDK1 (Y15) and cyclin B1. CRISPR screens identify CDK2 loss as a mediator of resistance to a CDK2 inhibitor, INX-315. Furthermore, CDK2 deletion reverses the G2/M block induced by CDK2 inhibitors and restores cell proliferation. Complementary drug screens define multiple means to cooperate with CDK2 inhibition beyond G1/S. These include the depletion of mitotic regulators as well as CDK4/6 inhibitors cooperate with CDK2 inhibition in multiple phases of the cell cycle. Overall, this study underscores two fundamentally distinct features of response to CDK2 inhibitors that are conditioned by tumor context and could serve as the basis for differential therapeutic strategies in a wide range of cancers.
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Affiliation(s)
- Vishnu Kumarasamy
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Jianxin Wang
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Michelle Roti
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Yin Wan
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Adam P Dommer
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Hanna Rosenheck
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Sivasankar Putta
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, USA
| | | | | | | | | | - Seth M Rubin
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, USA
| | - Costakis Frangou
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Karen McLean
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Agnieszka K Witkiewicz
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
| | - Erik S Knudsen
- Department of Molecular and Cellular Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
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17
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Shen J, Gong X, Ren H, Tang X, Yu H, Tang Y, Chen S, Ji M. Identification and validation of CDK1 as a promising therapeutic target for Eriocitrin in colorectal cancer: a combined bioinformatics and experimental approach. BMC Cancer 2025; 25:76. [PMID: 39806333 PMCID: PMC11731355 DOI: 10.1186/s12885-025-13448-x] [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: 11/12/2024] [Accepted: 01/03/2025] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a prevalent malignancy worldwide, associated with significant morbidity and mortality. Cyclin-dependent kinase 1 (CDK1) plays a crucial role in cell cycle regulation and has been implicated in various cancers. This study aimed to evaluate the prognostic value of CDK1 in CRC and to identify traditional Chinese medicines (TCM) that can target CDK1 as potential treatments for CRC. METHODS The expression and prognostic value of CDK1 were analyzed through TCGA, GEO, GEPIA, UALCAN and HPA databases. An ESTIMATE analysis was applied to estimate the proportions of stromal and immune cells in tumor samples. GO and KEGG enrichment analyses were performed to clarify the functional roles of CDK1-related genes. CCK-8, colony formation, cell migration, cell invasion, and wound healing assays were employed to explore tumor-promoting role of CDK1. Molecular docking, cellular thermal shift, and isothermal dose-response assays were employed to identify potential inhibitors of CDK1. RESULTS CDK1 was highly expressed in CRC and associated with a poorer prognosis. The expression of CDK1 was also correlated with the levels of immune cells infiltration. CDK1-related genes were primarily involved in the cell cycle and the P53 signaling pathway. Knockdown of CDK1 inhibited the proliferation, migration, and invasion of CRC cells in vitro. Furthermore, Eriocitrin emerged as a potential inhibitor, exerting its anti-tumor effects by targeting and inhibiting CDK1 activity. CONCLUSION CDK1 plays a critical role in CRC prognosis. Eriocitrin, a potential CDK1 inhibitor derived from TCM, highlights a promising new therapeutic strategy for CRC treatment.
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Affiliation(s)
- Jiemiao Shen
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China
| | - Xing Gong
- Department of Environment Health, Nanjing Medical University Affiliated Nanjing Municipal Center for Disease Control and Prevention, 2 Zizhulin, Nanjing, 210003, P. R. China
| | - Haili Ren
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China
| | - Xia Tang
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China
| | - Hairong Yu
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China
| | - Yilu Tang
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China
| | - Shen Chen
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China.
| | - Minghui Ji
- Department of Fundamental and Community Nursing, School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Nanjing, 211166, P. R. China.
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18
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Pellarin I, Dall'Acqua A, Favero A, Segatto I, Rossi V, Crestan N, Karimbayli J, Belletti B, Baldassarre G. Cyclin-dependent protein kinases and cell cycle regulation in biology and disease. Signal Transduct Target Ther 2025; 10:11. [PMID: 39800748 PMCID: PMC11734941 DOI: 10.1038/s41392-024-02080-z] [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: 06/20/2024] [Revised: 10/16/2024] [Accepted: 11/13/2024] [Indexed: 01/18/2025] Open
Abstract
Cyclin Dependent Kinases (CDKs) are closely connected to the regulation of cell cycle progression, having been first identified as the kinases able to drive cell division. In reality, the human genome contains 20 different CDKs, which can be divided in at least three different sub-family with different functions, mechanisms of regulation, expression patterns and subcellular localization. Most of these kinases play fundamental roles the normal physiology of eucaryotic cells; therefore, their deregulation is associated with the onset and/or progression of multiple human disease including but not limited to neoplastic and neurodegenerative conditions. Here, we describe the functions of CDKs, categorized into the three main functional groups in which they are classified, highlighting the most relevant pathways that drive their expression and functions. We then discuss the potential roles and deregulation of CDKs in human pathologies, with a particular focus on cancer, the human disease in which CDKs have been most extensively studied and explored as therapeutic targets. Finally, we discuss how CDKs inhibitors have become standard therapies in selected human cancers and propose novel ways of investigation to export their targeting from cancer to other relevant chronic diseases. We hope that the effort we made in collecting all available information on both the prominent and lesser-known CDK family members will help in identify and develop novel areas of research to improve the lives of patients affected by debilitating chronic diseases.
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Affiliation(s)
- Ilenia Pellarin
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Alessandra Dall'Acqua
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Andrea Favero
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Ilenia Segatto
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Valentina Rossi
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Nicole Crestan
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Javad Karimbayli
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Barbara Belletti
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy
| | - Gustavo Baldassarre
- Division of Molecular Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Aviano, Italy.
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Bu H, Pei C, Ouyang M, Chen Y, Yu L, Huang X, Tan Y. The antitumor peptide M1-20 induced the degradation of CDK1 through CUL4-DDB1-DCAF1-involved ubiquitination. Cancer Gene Ther 2025; 32:61-70. [PMID: 39562696 DOI: 10.1038/s41417-024-00855-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 11/06/2024] [Accepted: 11/08/2024] [Indexed: 11/21/2024]
Abstract
CDK1 is an oncogenic serine/threonine kinase known to play an important role in the regulation of the cell cycle. FOXM1, as one of the CDK1 substrates, requires binding of CDK1/CCNB1 complex for phosphorylation-dependent recruitment of p300/CBP coactivators to mediate transcriptional activity. Previous studies from our laboratory found that a novel peptide (M1-20) derived from the C-terminus of FOXM1 exhibited potent inhibitory effects for cancer cells. Based on these proofs and to explore the inhibitory mechanism of M1-20, we designed experiments and found that CDK1 served as an important target of M1-20. M1-20 enhanced the ubiquitination and degradation of CDK1 by CUL4-DDB1-DCAF1 complexes through the proteasome pathway. M1-20 could also affect the formation of CDK1/CCNB1 complexes. In addition, compared to RO3306, a CDK1 inhibitor, M1-20 exhibited excellent inhibitory effects in FVB/N MMTV-PyVT murine model of spontaneous breast cancer. These results suggested that M1-20 was a potential CDK1 inhibitor for the treatment of cancer.
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Affiliation(s)
- Huitong Bu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
- Institutes of Health Central Plains, Xinxiang Medical University, Xinxiang, Henan, China
| | - Chaozhu Pei
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
| | - Min Ouyang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
| | - Yan Chen
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
| | - Li Yu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
| | - Xiaoqin Huang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China
| | - Yongjun Tan
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan Engineering Research Center for Anticancer Targeted Protein Pharmaceuticals, Hunan University, Changsha, Hunan, China.
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20
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Li F, Dai P, Shi H, Zhang Y, He J, Gopalan A, Li D, Chen Y, Du Y, Xu G, Yang W, Liang C, Gao D. LKB1 inactivation promotes epigenetic remodeling-induced lineage plasticity and antiandrogen resistance in prostate cancer. Cell Res 2025; 35:59-71. [PMID: 39743630 PMCID: PMC11701123 DOI: 10.1038/s41422-024-01025-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: 04/11/2024] [Accepted: 08/22/2024] [Indexed: 01/04/2025] Open
Abstract
Epigenetic regulation profoundly influences the fate of cancer cells and their capacity to switch between lineages by modulating essential gene expression, thereby shaping tumor heterogeneity and therapy response. In castration-resistant prostate cancer (CRPC), the intricacies behind androgen receptor (AR)-independent lineage plasticity remain unclear, leading to a scarcity of effective clinical treatments. Utilizing single-cell RNA sequencing on both human and mouse prostate cancer samples, combined with whole-genome bisulfite sequencing and multiple genetically engineered mouse models, we investigated the molecular mechanism of AR-independent lineage plasticity and uncovered a potential therapeutic strategy. Single-cell transcriptomic profiling of human prostate cancers, both pre- and post-androgen deprivation therapy, revealed an association between liver kinase B1 (LKB1) pathway inactivation and AR independence. LKB1 inactivation led to AR-independent lineage plasticity and global DNA hypomethylation during prostate cancer progression. Importantly, the pharmacological inhibition of TET enzymes and supplementation with S-adenosyl methionine were found to effectively suppress AR-independent prostate cancer growth. These insights shed light on the mechanism driving AR-independent lineage plasticity and propose a potential therapeutic strategy by targeting DNA hypomethylation in AR-independent CRPC.
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MESH Headings
- Male
- Animals
- Humans
- Epigenesis, Genetic/drug effects
- Mice
- Androgen Antagonists/pharmacology
- Androgen Antagonists/therapeutic use
- Protein Serine-Threonine Kinases/metabolism
- Protein Serine-Threonine Kinases/genetics
- Protein Serine-Threonine Kinases/antagonists & inhibitors
- Drug Resistance, Neoplasm/genetics
- Drug Resistance, Neoplasm/drug effects
- Receptors, Androgen/metabolism
- Receptors, Androgen/genetics
- AMP-Activated Protein Kinase Kinases
- DNA Methylation/drug effects
- Cell Line, Tumor
- Prostatic Neoplasms, Castration-Resistant/pathology
- Prostatic Neoplasms, Castration-Resistant/genetics
- Prostatic Neoplasms, Castration-Resistant/drug therapy
- Prostatic Neoplasms, Castration-Resistant/metabolism
- Prostatic Neoplasms/pathology
- Prostatic Neoplasms/genetics
- Prostatic Neoplasms/drug therapy
- Prostatic Neoplasms/metabolism
- Cell Lineage
- Gene Expression Regulation, Neoplastic/drug effects
- Cell Plasticity/drug effects
- AMP-Activated Protein Kinases
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Affiliation(s)
- Fei Li
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
| | - Pengfei Dai
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Huili Shi
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yajuan Zhang
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Juan He
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
| | - Anuradha Gopalan
- Human Oncology and Pathogenesis Program, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dan Li
- Human Oncology and Pathogenesis Program, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yu Chen
- Human Oncology and Pathogenesis Program, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yarui Du
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
| | - Guoliang Xu
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
| | - Weiwei Yang
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China.
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
| | - Chao Liang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Dong Gao
- Key Laboratory of Multi-Cell Systems, Shanghai Key Laboratory of Molecular Andrology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China.
- Institute of Cancer Research, Shenzhen Bay Laboratory, Shenzhen, Guangdong, China.
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21
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Wang M, Lukanovic D, Barra F, Lei A. KIF18A and CDK1 as combined therapeutic targets in cervical and endometrial carcinomas: based on bioinformatics analysis and in vitro experiments. Transl Cancer Res 2024; 13:6880-6894. [PMID: 39816554 PMCID: PMC11730454 DOI: 10.21037/tcr-24-1831] [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: 09/26/2024] [Accepted: 12/05/2024] [Indexed: 01/18/2025]
Abstract
Background Chromosomal instability (CIN) has been identified as a factor that increases the susceptibility of tumor cells to kinesin family member 18A (KIF18A) inhibitors. Limited research exists on genes that are associated with sensitization to KIF18A inhibitors (KIF18Ais). Our study aimed to identify a gene linked to heightened sensitivity to KIF18Ais in cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) and uterine corpus endometrial carcinoma (UCEC). Methods The Cancer Genome Atlas (TCGA) and X2K Appyter databases were used to analyze potential kinases associated with KIF18A-related genes in CESC and UCEC. In vitro assessments, such as Cell Counting Kit-8 (CCK-8), transwell, and terminal-deoxynucleotidyl transferase-mediated nick end labeling (TUNEL) assays, were performed to evaluate the combined effects of KIF18A and cyclin-dependent kinase 1 inhibitors (CDK1is) in CESC and UCEC cell lines. Results Our findings indicated that the combination of KIF18A with kinases may potentially augment the efficacy of KIF18Ais, given its close involvement in cell cycle and chromosome segregation. Through bioinformatics analysis, we observed a significant up-regulation of CDK1 expression in CESC and UCEC, which exhibited a strong correlation with KIF18A expression. Our hypothesis regarding the potential of CDK1 as a combination therapeutic target for KIF18A was supported by our cell experiments, which demonstrated that inhibition of CDK1 notably increased the sensitivity of CESC and UCEC cells to KIF18Ais. The combined use of CDK1is and KIF18Ais exhibited a synergistic effect in inhibiting cell migration and inducing apoptosis in CESC and UCEC cells. Conclusions This study provides evidence that targeting both KIF18A and CDK1 exerts synergistic anti-tumor effects in CESC and UCEC via inhibiting cell proliferation and migration and inducing apoptosis, suggesting a promising therapeutic strategy for these cancers.
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Affiliation(s)
- Mengjie Wang
- Department of Pharmacy, Shaanxi Cancer Hospital, Xi’an, China
| | - David Lukanovic
- Division of Gynecology and Obstetrics, Department of Gynecology, Ljubljana University Medical Center, Ljubljana, Slovenia
- Department of Gynecology and Obstetrics, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Fabio Barra
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Unit of Obstetrics and Gynecology, P.O. “Ospedale del Tigullio”-ASL4, Genoa, Italy
| | - Aoli Lei
- Department of Gynecology, the First Hospital of Weinan City, Weinan, China
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22
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Zhang XZ, Li G, Hu GY, Wang CL, Fang YQ, Li Y, Qi XJ, Duan L. Ferrocenyl-Substituted Curcumin Derivatives as Potential SHP-2 Inhibitors for Anticolorectal Cancer: Design, Synthesis and In Vitro Evaluation. ACS OMEGA 2024; 9:51701-51718. [PMID: 39758657 PMCID: PMC11696753 DOI: 10.1021/acsomega.4c10629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 12/06/2024] [Accepted: 12/12/2024] [Indexed: 01/07/2025]
Abstract
A panel of ferrocenyl-substituted curcumin derivatives has been designed and synthesized as protein tyrosine phosphatase proto-oncogene SHP-2 inhibitors. Antiproliferative activities of the synthesized compounds were tested against colorectal cancer cell lines (including RKO, SW480, and CT26). Compound 3f showed excellent activities against the tested cell lines with IC50 values of 5.72, 3.71, and 1.42 μM. The cytotoxicity of compound 3f was investigated on human normal colon epithelial cell line NCM460 with IC50 values of 929 μM compared to curcumin with IC50 values of 431 μM. The Western blot analysis approved that the expression level of SHP-2 in the CT26 and SW480 cell lines after being treated with 3f was decreased, meanwhile it also affected the SHP-2 in tumor-associated macrophages (THP-1 and RAW264.7), which may support the suggested mechanism of 3f as an SHP-2 inhibitor. Besides, 3f could also inhibit the activation of the PI3K-Akt pathway in SW480 and CT26 cell lines and the tumor microenvironment (TME) by reducing the expression of PI3K and Akt proteins. Some cytokines (Arg-1, TGF-β, and IL-10) and chemokines (chemokine receptors and CC and CXC chemokine subfamilies) in the TME were also inhibited by 3f. Finally, 3f could increase the expression level of cell cycle-related and mitophagy-related proteins p27, PINK1, and Parkin and decrease the expression level of CDK1 and Cyclin-D1 proteins in CT26 and SW480 cells, which proved that 3f could inhibit the proliferation of CRC cells through multiple pathways. Molecular docking studies against ALDH1 (PDB ID: 5ABM) revealed the good binding modes of the newly synthesized compounds.
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Affiliation(s)
- Xing-Ze Zhang
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
| | - Gen Li
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
| | - Gao-Yong Hu
- State
Key Laboratory of Component-based Chinese Medicine, Research Center
of Traditional Chinese Medicine, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
| | - Chen-Lin Wang
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
| | - Yu-Qiu Fang
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
| | - Yuye Li
- Binhai
New Area Hospital of TCM, Tianjin 300451, China
| | - Xue-Jie Qi
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
- State
Key Laboratory of Chinese Medicine Modernization, Tianjin 301617, P. R. China
| | - Lili Duan
- Tianjin
Key Laboratory of Therapeutic Substance of Traditional Chinese Medicine,
School of Chinese Materia Medica, Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, P. R. China
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23
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Youssef E, Zhao S, Purcell C, Olson GL, El-Deiry WS. Targeting the SMURF2-HIF1α axis: a new frontier in cancer therapy. Front Oncol 2024; 14:1484515. [PMID: 39697237 PMCID: PMC11652374 DOI: 10.3389/fonc.2024.1484515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 11/14/2024] [Indexed: 12/20/2024] Open
Abstract
The SMAD-specific E3 ubiquitin protein ligase 2 (SMURF2) has emerged as a critical regulator in cancer biology, modulating the stability of Hypoxia-Inducible Factor 1-alpha (HIF1α) and influencing a network of hypoxia-driven pathways within the tumor microenvironment (TME). SMURF2 targets HIF1α for ubiquitination and subsequent proteasomal degradation, disrupting hypoxic responses that promote cancer cell survival, metabolic reprogramming, angiogenesis, and resistance to therapy. Beyond its role in HIF1α regulation, SMURF2 exerts extensive control over cellular processes central to tumor progression, including chromatin remodeling, DNA damage repair, ferroptosis, and cellular stress responses. Notably, SMURF2's ability to promote ferroptotic cell death through GSTP1 degradation offers an alternative pathway to overcome apoptosis resistance, expanding therapeutic options for refractory cancers. This review delves into the multifaceted interactions between SMURF2 and HIF1α, emphasizing how their interplay impacts metabolic adaptations like the Warburg effect, immune evasion, and therapeutic resistance. We discuss SMURF2's dual functionality as both a tumor suppressor and, in certain contexts, an oncogenic factor, underscoring its potential as a highly versatile therapeutic target. Furthermore, modulating the SMURF2-HIF1α axis presents an innovative approach to destabilize hypoxia-dependent pathways, sensitizing tumors to chemotherapy, radiotherapy, and immune-based treatments. However, the complexity of SMURF2's interactions necessitate a thorough assessment of potential off-target effects and challenges in specificity, which must be addressed to optimize its clinical application. This review concludes by proposing future directions for research into the SMURF2-HIF1α pathway, aiming to refine targeted strategies that exploit this axis and address the adaptive mechanisms of aggressive tumors, ultimately advancing the landscape of precision oncology.
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Affiliation(s)
- Emile Youssef
- Research & Development, SMURF-Therapeutics, Inc., Providence, RI, United States
- Medical & Pharmacovigilance, Kapadi, Inc., Raleigh, NC, United States
| | - Shuai Zhao
- Department of Pathology & Laboratory Medicine, Legorreta Cancer Center at Brown University, Providence, RI, United States
| | - Connor Purcell
- Department of Pathology & Laboratory Medicine, Legorreta Cancer Center at Brown University, Providence, RI, United States
| | - Gary L. Olson
- Medicinal Chemistry & Drug Discovery, Provid Pharmaceuticals, Inc., Monmouth Junction, NJ, United States
| | - Wafik S. El-Deiry
- Research & Development, SMURF-Therapeutics, Inc., Providence, RI, United States
- Department of Pathology & Laboratory Medicine, Legorreta Cancer Center at Brown University, Providence, RI, United States
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24
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Lu Z, Han J, Ji Y, Li B, Zhang A. Computational design of CDK1 inhibitors with enhanced target affinity and drug-likeness using deep-learning framework. Heliyon 2024; 10:e40345. [PMID: 39748968 PMCID: PMC11693894 DOI: 10.1016/j.heliyon.2024.e40345] [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: 02/17/2024] [Revised: 09/20/2024] [Accepted: 11/11/2024] [Indexed: 01/04/2025] Open
Abstract
Cyclin Dependent Kinase 1 (CDK1) plays a crucial role in cell cycle regulation, and dysregulation of its activity has been implicated in various cancers. Although several CDK1 inhibitors are currently in clinical trials, none have yet been approved for therapeutic use. This research utilized deep learning techniques, specifically Recurrent Neural Networks with Long Short-Term Memory (LSTM), to generate potential CDK1 inhibitors. Molecular docking, evaluation of molecular properties, and molecular dynamics simulations were conducted to identify the most promising candidates. The results showed that the generated ligands exhibited substantial improvements in target affinity and drug-likeness. Molecular docking results showed that the generated ligands had an average binding affinity of -10.65 ± 0.877 kcal/mol towards CDK1. The Quantitative Estimate of Drug-likeness (QED) values for the generated ligands averaged 0.733 ± 0.10, significantly higher than the 0.547 ± 0.15 observed for known CDK1 inhibitors (p < 0.001). Molecular dynamics simulations further confirmed the stability and favorable interactions of the selected ligands with the CDK1 complex. The identification of novel CDK1 inhibitors with improved binding affinities and drug-likeness properties could potentially fill the gap in the ongoing development of CDK inhibitors. However, it is imperative to note that extensive experimental validation is required prior to advancing these generated ligands to subsequent stages of drug development.
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Affiliation(s)
- Zuokun Lu
- Food and Pharmacy College, Xuchang University, Xuchang, 461000, Henan, China
- Key Laboratory of Biomarker-Based Rapid Detection Technology for Food Safety of Henan Province, Xuchang University, Xuchang, 461000, Henan, China
| | - Jiayuan Han
- Food and Pharmacy College, Xuchang University, Xuchang, 461000, Henan, China
| | - Yibo Ji
- Food and Pharmacy College, Xuchang University, Xuchang, 461000, Henan, China
| | - Bingrui Li
- Food and Pharmacy College, Xuchang University, Xuchang, 461000, Henan, China
| | - Aili Zhang
- Food and Pharmacy College, Xuchang University, Xuchang, 461000, Henan, China
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25
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Liu C, Dan L, Li Q, Bajinka O, Yuan X. The mechanisms of Pin1 as targets for cancer therapy. Front Immunol 2024; 15:1482088. [PMID: 39624096 PMCID: PMC11609185 DOI: 10.3389/fimmu.2024.1482088] [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: 08/17/2024] [Accepted: 10/25/2024] [Indexed: 01/03/2025] Open
Abstract
Targeted therapy has considerable promise for the effective eradication of cancer at the primary tumor site prior to subsequent metastasis. Using this therapeutic approach, gaining an understanding of mechanistic cancer models is essential for facilitating the inhibition or suppression of tumor growth. Among different oncogenes and proteins, the protein interacting with never-in-mitosis kinase-1 (Pin1) is particularly important. The interaction between Pin1 and phosphorylated threonine-proline motifs results in significant alterations in protein structure and function. In this review, we provide a comprehensive summary of the processes involving Pin1 and its mechanisms in the context of cancer therapy. Pin1 enhances signaling pathways in a number of different human cancers and plays a pivotal role in the suppressive mechanisms relevant to cancer treatment. It is essential for the regulation of proline-directed phosphorylation and for modulating tumor suppressors. Inhibitors of Pin1, particularly naturally occurring substances, have been found to inhibit the carcinogenic activity of Pin1, and consequently this protein could represent an excellent candidate for novel cancer treatment strategies, offering a valuable therapeutic target in carcinogenesis and treatment resistance.
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Affiliation(s)
- Chuanfeng Liu
- Department of Pulmonary and Critical Care Medicine, Lishui Hospital of Traditional Chinese Medicine, Lishui, China
| | - Lingying Dan
- Department of Endocrinology, Lishui Hospital of Traditional Chinese Medicine, Lishui, China
| | - Quan Li
- Department of Pulmonary and Critical Care Medicine, Lishui Hospital of Traditional Chinese Medicine, Lishui, China
| | - Ousman Bajinka
- School of Medicine and Allied Health Sciences, University of The Gambia, Banjul, Gambia
| | - Xingxing Yuan
- Department of Gastroenterology, Heilongjiang Academy of Traditional Chinese Medicine, Harbin, China
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26
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Abdelmegeed H, Abo-Salem HM, Zayed EM, El-Sawy ER. Anti colorectal cancer activity and in silico studies of novel pyridine nortopsentin analog as cyclin dependent kinase 6 inhibitor. Sci Rep 2024; 14:26327. [PMID: 39487179 PMCID: PMC11530689 DOI: 10.1038/s41598-024-75411-3] [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: 06/24/2024] [Accepted: 10/04/2024] [Indexed: 11/04/2024] Open
Abstract
Nortopsentins are a vital class of deep-sea sponge metabolites which can be used as leads for antitumor agents. Although their action has been studied in several diseases' contexts, their cytotoxic activity against colorectal carcinoma has not yet been fully investigated. Therefore, a series of 2,6-bis(1H-indol-3-yl)-4-(substituted-phenyl)pyridin-5-carbonitriles 4a-j (nortopsentin analogs) was investigated for their cytotoxic activity against colorectal carcinoma. The analog 4i showed the highest antitumor activity via inducing cell cycle arrest at G1 phase. Cell cycle arrest was induced due to expression downregulation of CDK2, CDK4, and CDK6. In addition, 4i suppressed the enzymatic activity of CDK6. The theoretical study of some basic quantum factors and the geometric shape of compound 4i proved that the compound is stable and a soft molecule, in which the EHOMO and ELUMO energies were negative and had a small ∆E gap. 4i also demonstrated a high potential for oral bioavailability due to its adherence to Lipinski's rule of five. The molecular docking studies of 4i analog showed good binding mode with CDK6 active pocket through the formation of multiple interactions with its key amino acids.
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Affiliation(s)
- Heba Abdelmegeed
- Chemistry of Natural Compounds Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre, Dokki, 12622, Giza, Egypt
| | - Heba M Abo-Salem
- Chemistry of Natural Compounds Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre, Dokki, 12622, Giza, Egypt
| | - Ehab M Zayed
- Green Chemistry Department, National Research Centre, Dokki, 12622, Giza, Egypt
| | - Eslam R El-Sawy
- Chemistry of Natural Compounds Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre, Dokki, 12622, Giza, Egypt.
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Saito A, Omura I, Imaizumi K. CREB3L1/OASIS: cell cycle regulator and tumor suppressor. FEBS J 2024; 291:4853-4866. [PMID: 38215153 DOI: 10.1111/febs.17052] [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: 09/11/2023] [Revised: 11/09/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
Cell cycle checkpoints detect DNA errors, eventually arresting the cell cycle to promote DNA repair. Failure of such cell cycle arrest causes aberrant cell proliferation, promoting the pathogenesis of multiple diseases, including cancer. Endoplasmic reticulum (ER) stress transducers activate the unfolded protein response, which not only deals with unfolded proteins in ER lumen but also orchestrates diverse physiological phenomena such as cell differentiation and lipid metabolism. Among ER stress transducers, cyclic AMP-responsive element-binding protein 3-like protein 1 (CREB3L1) [also known as old astrocyte specifically induced substance (OASIS)] is an ER-resident transmembrane transcription factor. This molecule is cleaved by regulated intramembrane proteolysis, followed by activation as a transcription factor. OASIS is preferentially expressed in specific cells, including astrocytes and osteoblasts, to regulate their differentiation. In accordance with its name, OASIS was originally identified as being upregulated in long-term-cultured astrocytes undergoing cell cycle arrest because of replicative stress. In the context of cell cycle regulation, previously unknown physiological roles of OASIS have been discovered. OASIS is activated as a transcription factor in response to DNA damage to induce p21-mediated cell cycle arrest. Although p21 is directly induced by the master regulator of the cell cycle, p53, no crosstalk occurs between p21 induction by OASIS or p53. Here, we summarize previously unknown cell cycle regulation by ER-resident transcription factor OASIS, particularly focusing on commonalities and differences in cell cycle arrest between OASIS and p53. This review also mentions tumorigenesis caused by OASIS dysfunctions, and OASIS's potential as a tumor suppressor and therapeutic target.
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Affiliation(s)
- Atsushi Saito
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
| | - Issei Omura
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
| | - Kazunori Imaizumi
- Department of Biochemistry, Institute of Biomedical & Health Sciences, Hiroshima University, Japan
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Yang M, Xiang H, Luo G. Targeting Protein Kinase, Membrane-Associated Tyrosine/Threonine 1 (PKMYT1) for Precision Cancer Therapy: From Discovery to Clinical Trial. J Med Chem 2024; 67:17997-18016. [PMID: 39383322 DOI: 10.1021/acs.jmedchem.4c01619] [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: 10/11/2024]
Abstract
\Protein kinase membrane-associated tyrosine/threonine 1 (PKMYT1), an overlooked member of the WEE family responsible for regulating cell cycle transition, has recently emerged as a compelling therapeutic target for precision cancer therapy due to its established synthetic lethal relationship with CCNE1 (cyclin E1) amplification. Since the first-in-class selective PKMYT1 inhibitor, RP-6306, entered clinical trials in 2021, the field has experienced renewed interest underscored by the growing number of inhibitor patents and the exploration of additional gene alterations, such as KRAS/p53 mutations, FBXW7 mutation, and PPP2R1A mutation, as novel synthetic lethal partners. This perspective summarizes, for the first time, the PKMYT1 structure, function, and inhibitors in both the literature and patent applications reported to date. Compounds are described focusing on their design and optimization process, structural features, and biological activity with the aim to promoting further drug discovery efforts targeting PKMYT1 as a potential precision therapy.
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Affiliation(s)
- Ming Yang
- State Key Laboratory of Natural Medicines and Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, P. R. China
| | - Hua Xiang
- State Key Laboratory of Natural Medicines and Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, P. R. China
| | - Guoshun Luo
- State Key Laboratory of Natural Medicines and Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, P. R. China
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Sun M, Han Z, Luo Z, Ge L, Zhang X, Feng K, Zhang G, Xu F, Zhou H, Han H, Jiang W. PTPN11 is a potential biomarker for type 2 diabetes mellitus complicated with colorectal cancer. Sci Rep 2024; 14:25155. [PMID: 39448762 PMCID: PMC11502912 DOI: 10.1038/s41598-024-75889-x] [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: 03/19/2024] [Accepted: 10/09/2024] [Indexed: 10/26/2024] Open
Abstract
Epidemiological surveys have shown that the incidence of type 2 diabetes mellitus (T2DM) and malignancies is rapidly increasing worldwide and has become a major disease that threatens human life. In this study, we quantitatively analyzed the proteome of tumor tissues and adjacent normal tissues from six patients withT2DM combined with colorectal cancer (CRC) and eight non-diabetic CRC, focusing on the effect of T2DM on tumor tissues. We analyzed the functional enrichment of differentially expressed proteins (DEPs) using clusterProfiler in R and the expression level of protein tyrosine phosphatase non-receptor type 11 (PTPN11) and other key proteins in the TIMER and GEPIA2 databases. The HPA database was used to validate PTPN11 protein expression. The correlation between PTPN11 expression and clinicopathological features was analyzed by UALCAN database. The impact of PTPN11 on clinical prognosis was evaluated utilizing Kaplan-Meier Plotter. The correlation between PTPN11 expression and tumor-infiltrated immune cells was investigated via TIMER and TISIDB databases. Gene set enrichment analysis (GSEA) was performed to examined the pathway of PTPN11 enrichment in CRC using data from The Cancer Genome Atlas (TCGA) database. Furthermore, small interfering (si) RNA was used to knock down PTPN11 in CRC cell line SW480. Western blot analysis was used to detect PTPN11 expression in tissue samples or cells and the effect of PTPN11 knockdown on key proteins related to PI3K/AKT and cell cycle pathway in SW480 cells. Cell proliferation and wound healing assays were used to detect the effects of cell proliferation and migration after knockdown of PTPN11 or treatment with high glucose. We found that metabolic pathways such as oxidative phosphorylation, glycolysis/gluconeogenesis, and insulin secretion were significantly enriched in tumor tissues from diabetic patients compared to non-diabetic patients. In addition, PTPN11, a marker gene associated with T2DM and CRC, were mined in diabetic tumor tissues. PTPN11 showed high expression in diabetic tumor tissues compared to normal tissues. High PTPN11 expression predicted poor prognosis in CRC. PTPN11 expression was strongly associated with immune infiltrating cells in CRC. GSEA analysis revealed that PTPN11 was enriched in cancer-related pathways. Western blotting analysis indicated that PTPN11 knockdown reduced the protein levels of p-PI3K, p-AKT, CDK1 and CYCLIN D, without altering PI3K and AKT protein levels. Cell proliferation and wound healing data showed that PTPN11 and high glucose could increase the proliferation and migration ability. These findings showed that PTPN11 may be a potential key biomarker for CRC in patients with diabetes, which will provide new potential targets for future intervention of T2DM complicated with CRC.
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Affiliation(s)
- Meiling Sun
- Department of Clinical Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Zhe Han
- Department of Pharmacy, Binzhou Medical University, Yantai, Shandong, China
- Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Yantai, Shandong, China
| | - Zhimin Luo
- Department of Pharmacy, Dermatological Hospital of Shouguang City, Shouguang, Shandong, China
| | - Lijuan Ge
- Department of Medical Affairs, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Xiaolin Zhang
- Department of Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Keshu Feng
- Department of Pharmacy, Binzhou Medical University, Yantai, Shandong, China
- Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Yantai, Shandong, China
| | - Guoshan Zhang
- Department of Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Fuyi Xu
- Department of Pharmacy, Binzhou Medical University, Yantai, Shandong, China
- Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Yantai, Shandong, China
| | - Hongpan Zhou
- Department of Clinical Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Hailin Han
- Department of Clinical Pharmacy, People's Hospital of Shouguang City, Shouguang, Shandong, China
| | - Wenguo Jiang
- Department of Pharmacy, Binzhou Medical University, Yantai, Shandong, China.
- Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Yantai, Shandong, China.
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Stewart M, Schisler JC. Targeting chaperone modifications: Innovative approaches to cancer treatment. J Biol Chem 2024; 300:107907. [PMID: 39433125 PMCID: PMC11599458 DOI: 10.1016/j.jbc.2024.107907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 10/23/2024] Open
Abstract
Cancer and other chronic diseases are marked by alterations in the protein quality control system, affecting the posttranslational destiny of various proteins that regulate, structure, and catalyze cellular processes. Cellular chaperones, also known as heat shock proteins (HSPs), are pivotal in this system, performing protein triage that often determines the fate of proteins they bind to. Grasping the regulatory mechanisms of HSPs and their associated cofactors is crucial for understanding protein quality control in both healthy and diseased states. Recent research has shed light on the interactions within the protein quality control system and how post-translational modification govern protein interactions, function, and localization, which can drive or inhibit cell proliferation. This body of work encompasses critical elements of the heat shock response, including heat shock protein 70, heat shock protein 90, carboxyl-terminus of HSC70 interacting protein, and heat shock protein organizing protein. This review aims to synthesize these advancements, offering a holistic understanding of the system and its response when commandeered by diseases like cancer. We focus on the mechanistic shift in co-chaperone engagement-transitioning from heat shock protein organizing protein to carboxyl-terminus of HSC70 interacting protein in association with heat shock protein 70 and heat shock protein 90-which could influence cellular growth and survival pathways. A comprehensive examination of posttranslational modification-driven regulation within the protein quality control network is presented, highlighting the roles of activation factors, chaperones, and co-chaperones. Our insights aim to inform new strategies for therapeutically targeting diseases by considering the entire heat shock response system.
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Affiliation(s)
- Mariah Stewart
- The McAllister Heart Institute and Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jonathan C Schisler
- The McAllister Heart Institute and Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; The Department of Pathology and Lab Medicine and Computational Medicine Program, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
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Joo YK, Ramirez C, Kabeche L. A TRilogy of ATR's Non-Canonical Roles Throughout the Cell Cycle and Its Relation to Cancer. Cancers (Basel) 2024; 16:3536. [PMID: 39456630 PMCID: PMC11506335 DOI: 10.3390/cancers16203536] [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: 09/17/2024] [Revised: 10/12/2024] [Accepted: 10/17/2024] [Indexed: 10/28/2024] Open
Abstract
Ataxia Telangiectasia and Rad3-related protein (ATR) is an apical kinase of the DNA Damage Response (DDR) pathway responsible for detecting and resolving damaged DNA. Because cancer cells depend heavily on the DNA damage checkpoint for their unchecked proliferation and propagation, ATR has gained enormous popularity as a cancer therapy target in recent decades. Yet, ATR inhibitors have not been the silver bullets as anticipated, with clinical trials demonstrating toxicity and mixed efficacy. To investigate whether the toxicity and mixed efficacy of ATR inhibitors arise from their off-target effects related to ATR's multiple roles within and outside the DDR pathway, we have analyzed recently published studies on ATR's non-canonical roles. Recent studies have elucidated that ATR plays a wide role throughout the cell cycle that is separate from its function in the DDR. This includes maintaining nuclear membrane integrity, detecting mechanical forces, and promoting faithful chromosome segregation during mitosis. In this review, we summarize the canonical, DDR-related roles of ATR and also focus on the non-canonical, multifaceted roles of ATR throughout the cell cycle and their clinical relevance. Through this summary, we also address the need for re-assessing clinical strategies targeting ATR as a cancer therapy based on these newly discovered roles for ATR.
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Affiliation(s)
- Yoon Ki Joo
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
- Yale Cancer Biology Institute, Yale University, West Haven, CT 06516, USA
| | - Carlos Ramirez
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
- Yale Cancer Biology Institute, Yale University, West Haven, CT 06516, USA
| | - Lilian Kabeche
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
- Yale Cancer Biology Institute, Yale University, West Haven, CT 06516, USA
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刘 源, 付 来, 刘 昊, 张 耕, 肖 婉, 高 梓, 张 洪, 杨 吉. [Expression and its clinical significance of cell-cycle dependent kinase 1 in malignant peripheral nerve sheath tumors]. ZHONGGUO XIU FU CHONG JIAN WAI KE ZA ZHI = ZHONGGUO XIUFU CHONGJIAN WAIKE ZAZHI = CHINESE JOURNAL OF REPARATIVE AND RECONSTRUCTIVE SURGERY 2024; 38:1220-1228. [PMID: 39433496 PMCID: PMC11522542 DOI: 10.7507/1002-1892.202406090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 09/26/2024] [Indexed: 10/23/2024]
Abstract
Objective To explore the role and clinical significance of cell-cycle dependent kinase 1 (CDK1) and its upstream and downstream molecules in the development of malignant peripheral nerve sheath tumor (MPNST) through the analysis of clinical tissue samples. Methods A total of 56 tumor samples from MPNST patients ("Tianjin" dataset) who underwent surgical resection, confirmed by histology and pathology between September 2011 and March 2020, along with 17 normal tissue samples, were selected as the research subjects. MPNST-related hub genes were identified through transcriptome sequencing, bioinformatics analysis, immunohistochemistry staining, and survival analysis, and their expression levels and prognostic associations were analyzed. Results Transcriptome sequencing and bioinformatics analysis revealed that upregulated genes in MPNST were predominantly enriched in cell cycle-related pathways, with CDK1 occupying a central position among all differentially expressed genes. Further differential analysis demonstrated that CDK1 mRNA expression in sarcoma tissues was significantly higher than in normal tissues [based on searching the cancer genome atlas (TCGA) dataset, P<0.05]. In MPNST tissues, CDK1 mRNA expression was not only significantly higher than in normal tissues (based on Tianjin, GSE141438 datasets, P<0.05), but also significantly higher than in neurofibromatosis (NF) and plexiform neurofibromas (PNF) (based on GSE66743 and GSE145064 datasets, P<0.05). Immunohistochemical staining results indicated that the expression rate of CDK1 protein in MPNST tissues was 40.31%. Survival analysis results demonstrated that CDK1 expression was associated with poor prognosis. The survival time of MPNST patients with high CDK1 mRNA expression was significantly lower than that of the low expression group ( P<0.05), and the overall survival trend of patients with positive CDK1 protein expression was worse than that of patients with negative CDK1 expression. Additionally, differential analysis of CDK family genes (CDK1-8) revealed that only CDK1 was significantly upregulated in MPNST, NF, and PNF. Conclusion Increased expression of CDK1 is associated with poor prognosis in MPNST patients. Compared to other CDK family members, CDK1 exhibits a unique expression pattern, suggesting its potential as a therapeutic target for MPNST.
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Affiliation(s)
- 源欣 刘
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
| | - 来华 付
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
- 国家癌症中心 国家肿瘤临床医学研究中心 中国医学科学院北京协和医学院肿瘤医院深圳医院骨科(广东深圳 518116)National Cancer Center, National Clinical Research Center for Cancer, Department of Orthopaedics of Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen Guangdong, 518116, P. R. China
| | - 昊天 刘
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
| | - 耕溥 张
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
| | - 婉祎 肖
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
| | - 梓唯 高
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
| | - 洪亮 张
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
- 国家癌症中心 国家肿瘤临床医学研究中心 中国医学科学院北京协和医学院肿瘤医院深圳医院骨科(广东深圳 518116)National Cancer Center, National Clinical Research Center for Cancer, Department of Orthopaedics of Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen Guangdong, 518116, P. R. China
| | - 吉龙 杨
- 天津市肿瘤医院骨与软组织肿瘤科 国家肿瘤临床医学研究中心 天津市“肿瘤防治”重点实验室 天津市恶性肿瘤临床医学研究中心(天津 300060)Department of Bone and Soft Tissue Tumors of Tianjin Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Tianjin Clinical Research Center for Malignant Tumors, Tianjin, 300060, P. R. China
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Polito MP, Romaldini A, Tagliazucchi L, Marini G, Radice F, Gozza GA, Bergamini G, Costi MP, Enzo E. Biochemical characterization of the feedforward loop between CDK1 and FOXM1 in epidermal stem cells. Biol Direct 2024; 19:91. [PMID: 39396994 PMCID: PMC11472434 DOI: 10.1186/s13062-024-00540-8] [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: 09/23/2024] [Accepted: 10/07/2024] [Indexed: 10/15/2024] Open
Abstract
The complex network governing self-renewal in epidermal stem cells (EPSCs) is only partially defined. FOXM1 is one of the main players in this network, but the upstream signals regulating its activity remain to be elucidated. In this study, we identify cyclin-dependent kinase 1 (CDK1) as the principal kinase controlling FOXM1 activity in human primary keratinocytes. Mass spectrometry identified CDK1 as a key hub in a stem cell-associated protein network, showing its upregulation and interaction with essential self renewal-related markers. CDK1 phosphorylates FOXM1 at specific residues, stabilizing the protein and enhancing its nuclear localization and transcriptional activity, promoting self-renewal. Additionally, FOXM1 binds to the CDK1 promoter, inducing its expression.We identify the CDK1-FOXM1 feedforward loop as a critical axis sustaining EPSCs during in vitro cultivation. Understanding the upstream regulators of FOXM1 activity offers new insights into the biochemical mechanisms underlying self-renewal and differentiation in human primary keratinocytes.
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Affiliation(s)
- Maria Pia Polito
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Alessio Romaldini
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Lorenzo Tagliazucchi
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Campi 103, Modena, 41125, Italy
| | - Grazia Marini
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Federica Radice
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Gaia Andrea Gozza
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Giulia Bergamini
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy
| | - Maria Paola Costi
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Campi 103, Modena, 41125, Italy
| | - Elena Enzo
- Centre for Regenerative Medicine "Stefano Ferrari", Department of Life Science, University of Modena and Reggio Emilia, Via Glauco Gottardi 100, Modena, Italy.
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Song G, Liu J, Tang X, Zhong J, Zeng Y, Zhang X, Zhou J, Zhou J, Cao L, Zhang Q, Li Y. Cell cycle checkpoint revolution: targeted therapies in the fight against malignant tumors. Front Pharmacol 2024; 15:1459057. [PMID: 39464635 PMCID: PMC11505109 DOI: 10.3389/fphar.2024.1459057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/16/2024] [Indexed: 10/29/2024] Open
Abstract
Malignant tumors are among the most important causes of death worldwide. The pathogenesis of a malignant tumor is complex and has not been fully elucidated. Studies have shown that such pathogenesis is related to abnormal cell cycle progression. The expression levels of cyclins, cyclin-dependent kinases (CDKs), and CDK inhibitors as well as functions of the cell cycle checkpoints determine whether the cell cycle progression is smooth. Cell-cycle-targeting drugs have the advantages of high specificity, low toxicity, low side effects, and low drug resistance. Identifying drugs that target the cell cycle and applying them in clinical treatments are expected to promote chemotherapeutic developments against malignant tumors. This article aims to review drugs targeted against the cell cycle and their action mechanisms.
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Affiliation(s)
- Guangming Song
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Jue Liu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Xing Tang
- Department of Assisted Reproductive Centre, The affiliated Zhuzhou hospital Xiangya medical college, Central South University, Zhuzhou, Hunan, China
| | - Jie Zhong
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Yuhuan Zeng
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Xiaodi Zhang
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Jianbin Zhou
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Jie Zhou
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Lu Cao
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Qunfeng Zhang
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Yukun Li
- Department of Assisted Reproductive Centre, The affiliated Zhuzhou hospital Xiangya medical college, Central South University, Zhuzhou, Hunan, China
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Teotia V, Jha P, Chopra M. Discovery of Potential Inhibitors of CDK1 by Integrating Pharmacophore-Based Virtual Screening, Molecular Docking, Molecular Dynamics Simulation Studies, and Evaluation of Their Inhibitory Activity. ACS OMEGA 2024; 9:39873-39892. [PMID: 39346877 PMCID: PMC11425824 DOI: 10.1021/acsomega.4c05414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 08/26/2024] [Accepted: 08/29/2024] [Indexed: 10/01/2024]
Abstract
The ability of CDK1 to compensate for the absence of other cell cycle CDKs poses a great challenge to treat cancers that overexpress these proteins. Despite several studies focusing on the area, there are no FDA-approved drugs selectively targeting CDK1. Here, the study aimed to develop potential CDK1 selective inhibitors through drug repurposing and leveraging the structural insights provided by the hit molecules generated. Approximately 280,000 compounds from DrugBank, Selleckchem, Otava and an in-house library were screened initially based on fit values using 3D QSAR pharmacophores built for CDK1 and subsequently through Lipinski, ADMET, and TOPKAT filters. 10,310 hits were investigated for docking into the binding site of CDK1 determined using the crystal structure of human CDK1 in complex with NU6102. The best 55 hits with better docking scores were further analyzed, and 12 hits were selected for 100 ns MD simulations followed by binding energy calculations using the MM-PBSA method. Finally, 10 hit molecules were tested in an in vitro CDK1 Kinase inhibition assay. Out of these, 3 hits showed significant CDK1 inhibitory potential with IC50 < 5 μM. These results indicate these compounds can be used to develop subtype-selective CDK1 inhibitors with better efficacy and reduced toxicities in the future.
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Affiliation(s)
- Vineeta Teotia
- Laboratory
of Molecular Modeling and Anti-Cancer Drug Development, Dr. B. R.
Ambedkar Center for Biomedical Research, University of Delhi, Delhi 110007, India
| | - Prakash Jha
- Laboratory
of Molecular Modeling and Anti-Cancer Drug Development, Dr. B. R.
Ambedkar Center for Biomedical Research, University of Delhi, Delhi 110007, India
| | - Madhu Chopra
- Laboratory
of Molecular Modeling and Anti-Cancer Drug Development, Dr. B. R.
Ambedkar Center for Biomedical Research, University of Delhi, Delhi 110007, India
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He J, Zhu X, Xu K, Li Y, Zhou J. Network toxicological and molecular docking to investigate the mechanisms of toxicity of agricultural chemical Thiabendazole. CHEMOSPHERE 2024; 363:142711. [PMID: 38964723 DOI: 10.1016/j.chemosphere.2024.142711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/11/2024] [Accepted: 06/25/2024] [Indexed: 07/06/2024]
Abstract
Food safety is closely linked to human health. Thiabendazole is widely used as a fungicide and deodorant on agricultural products like vegetables and fruits to prevent fungal infections during transport and storage. This study aims to investigate the toxicity and potential mechanisms of Thiabendazole using novel network toxicology and molecular docking techniques. First, the ADMETlab2.0 and ADMETsar databases, along with literature, predicted Thiabendazole's potential to induce cancer and liver damage. Disease target libraries were constructed using GeneCards and TCMIP databases, while Thiabendazole target libraries were constructed using Swiss Target Prediction and TCMIP databases. The Venn database identified potential targets associated with Thiabendazole-induced cancer and liver injury. Protein-protein interaction (PPI) networks were derived from the STRING database, and gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathways were obtained from the DAVID database. Molecular docking assessed the binding affinity between Thiabendazole and core targets. The study revealed 29 potential targets for Thiabendazole-induced cancer and 30 potential targets for liver injury. PPI identified 5 core targets for Thiabendazole-induced cancers and 4 core targets for induced liver injury. KEGG analysis indicated that Thiabendazole might induce gastric and prostate cancer via cyclin-dependent kinase 2 (CDK2) and epidermal growth factor receptor (EGFR) targets, and liver injury through the same targets, with the p53 signaling pathway being central. GO analysis indicated that Thiabendazole-induced cancers and liver injuries were related to mitotic cell cycle G2/M transition and DNA replication. Molecular docking showed stable binding of Thiabendazole with core targets including CDK1, CDK2, EGFR, and checkpoint kinase 1 (CHEK1). These findings suggest Thiabendazole may affect the G2/M transition of the mitotic cell cycle through the p53 signaling pathway, potentially inducing cancer and liver injury. This study provides a theoretical basis for understanding the potential molecular mechanisms underlying Thiabendazole toxicity, aiding in the prevention and treatment of related diseases. Additionally, the network toxicology approach accelerates the elucidation of toxic pathways for uncharacterized agricultural chemicals.
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Affiliation(s)
- Junhui He
- Key Laboratory of Chemistry and Engineering of Forest Products, State Ethnic Affairs Commission, Guangxi Key Laboratory of Chemistry and Engineering of Forest Products/Guangxi Collaborative Innovation Center for Chemistry and Engineering of Forest Products, Guangxi Minzu University, Nanning, 530006, China; Department of Pharmacology, Guangxi Key Laboratory of Traditional Chinese Medicine Quality Standards, Guangxi Institute of Chinese Medicine and Pharmaceutical Science, Naning, 530022, China.
| | - Xiufang Zhu
- School of Material Science and Engineering, Hubei University of Automotive Technology, Shiyan, 442000, China
| | - Kaimeng Xu
- Yunnan Provincial Key Laboratory of Wood Adhesives and Glued Products, International Joint Research Center for Biomass Materials, Southwest Forestry University, Kunming, 650224, China
| | - Ye Li
- Department of Civil and Environmental Engineering, University of Tennessee, Knoxville, TN, USA
| | - Juying Zhou
- Key Laboratory of Chemistry and Engineering of Forest Products, State Ethnic Affairs Commission, Guangxi Key Laboratory of Chemistry and Engineering of Forest Products/Guangxi Collaborative Innovation Center for Chemistry and Engineering of Forest Products, Guangxi Minzu University, Nanning, 530006, China.
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Hao Y, Gu C, Luo W, Shen J, Xie F, Zhao Y, Song X, Han Z, He J. The role of protein post-translational modifications in prostate cancer. PeerJ 2024; 12:e17768. [PMID: 39148683 PMCID: PMC11326433 DOI: 10.7717/peerj.17768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 06/27/2024] [Indexed: 08/17/2024] Open
Abstract
Involving addition of chemical groups or protein units to specific residues of the target protein, post-translational modifications (PTMs) alter the charge, hydrophobicity, and conformation of a protein, which in turn influences protein function, protein-protein interaction, and protein aggregation. These alterations, which include phosphorylation, glycosylation, ubiquitination, methylation, acetylation, lipidation, and lactylation, are significant biological events in the development of cancer, and play vital roles in numerous biological processes. The processes behind essential functions, the screening of clinical illness signs, and the identification of therapeutic targets all depend heavily on further research into the PTMs. This review outlines the influence of several PTM types on prostate cancer (PCa) diagnosis, therapy, and prognosis in an effort to shed fresh light on the molecular causes and progression of the disease.
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Affiliation(s)
- Yinghui Hao
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chenqiong Gu
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wenfeng Luo
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jian Shen
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Fangmei Xie
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Ying Zhao
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Xiaoyu Song
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zeping Han
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jinhua He
- Central Laboratory, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, China
- Rehabilitation Medicine Institute of Panyu District, Guangzhou, Guangdong, China
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Arici MK, Tuncbag N. Unveiling hidden connections in omics data via pyPARAGON: an integrative hybrid approach for disease network construction. Brief Bioinform 2024; 25:bbae399. [PMID: 39163205 PMCID: PMC11334722 DOI: 10.1093/bib/bbae399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 06/26/2024] [Accepted: 08/07/2024] [Indexed: 08/22/2024] Open
Abstract
Network inference or reconstruction algorithms play an integral role in successfully analyzing and identifying causal relationships between omics hits for detecting dysregulated and altered signaling components in various contexts, encompassing disease states and drug perturbations. However, accurate representation of signaling networks and identification of context-specific interactions within sparse omics datasets in complex interactomes pose significant challenges in integrative approaches. To address these challenges, we present pyPARAGON (PAgeRAnk-flux on Graphlet-guided network for multi-Omic data integratioN), a novel tool that combines network propagation with graphlets. pyPARAGON enhances accuracy and minimizes the inclusion of nonspecific interactions in signaling networks by utilizing network rather than relying on pairwise connections among proteins. Through comprehensive evaluations on benchmark signaling pathways, we demonstrate that pyPARAGON outperforms state-of-the-art approaches in node propagation and edge inference. Furthermore, pyPARAGON exhibits promising performance in discovering cancer driver networks. Notably, we demonstrate its utility in network-based stratification of patient tumors by integrating phosphoproteomic data from 105 breast cancer tumors with the interactome and demonstrating tumor-specific signaling pathways. Overall, pyPARAGON is a novel tool for analyzing and integrating multi-omic data in the context of signaling networks. pyPARAGON is available at https://github.com/netlab-ku/pyPARAGON.
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Affiliation(s)
- Muslum Kaan Arici
- Graduate School of Informatics, Middle East Technical University, Ankara 06800, Turkey
| | - Nurcan Tuncbag
- Chemical and Biological Engineering, College of Engineering, Koc University, Istanbul 34450, Turkey
- School of Medicine, Koc University, Istanbul 34450, Turkey
- Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul 34450, Turkey
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Azevedo PL, Maradei S, de Sá Bigni R, Santos Ramires Aragao J, Abdelhay E, Binato R. SLPI overexpression in hMSCs could be implicated in the HSC gene expression profile in AML. Sci Rep 2024; 14:15550. [PMID: 38969699 PMCID: PMC11226598 DOI: 10.1038/s41598-024-66400-7] [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: 01/18/2024] [Accepted: 07/01/2024] [Indexed: 07/07/2024] Open
Abstract
Acute myeloid leukaemia (AML) is a severe haematological neoplasm that originates from the transformation of haematopoietic stem cells (HSCs) into leukaemic stem cells (LSCs). The bone marrow (BM) microenvironment, particularly that of mesenchymal stromal cells (hMSCs), plays a crucial role in the maintenance of HSCs. In this context, we explored whether alterations in the secretome of hMSCs derived from AML patients (hMSC-AML) could impact HSC gene expression. Proteomic analysis revealed that the secretome of coculture assays with hMSC-AMLs and HSC from healthy donor is altered, with increased levels of secretory leukocyte protease inhibitor (SLPI), a protein associated with important processes for maintenance of the haematopoietic niche that has already been described to be altered in several tumours. Increased SLPI expression was also observed in the BM plasma of AML patients. Transcriptome analysis of HSCs cocultured with hMSC-AML in comparison with HSCs cocultured with hMSC-HD revealed altered expression of SLPI target genes associated with the cell cycle, proliferation, and apoptosis. Important changes were identified, such as increased expression levels of CCNA2, CCNE2, CCND2, CD133 and CDK1 and decreased levels of CDKN2A and IGFBP3, among others. Overall, these findings suggest that the altered secretome of coculture assays with hMSC-AMLs and HSC from healthy donor, particularly increased SLPI expression, can contribute to gene expression changes in HSCs, potentially influencing important molecular mechanisms related to AML development and progression.
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Affiliation(s)
- Pedro L Azevedo
- Stem Cell Laboratory, Lab. de Células-Tronco (LCT) Centro, National Cancer Institute (INCA), Praça da Cruz Vermelha 23, 6° andar, Ala C, Rio de Janeiro, RJ, CEP: 20230-130, Brazil.
| | - Simone Maradei
- Bone Marrow Transplantation Unit, National Cancer Institute (INCA), Rio de Janeiro, RJ, Brazil
| | - Ricardo de Sá Bigni
- Haematology Service, National Cancer Institute (INCA), Rio de Janeiro, RJ, Brazil
| | | | - Eliana Abdelhay
- Stem Cell Laboratory, Lab. de Células-Tronco (LCT) Centro, National Cancer Institute (INCA), Praça da Cruz Vermelha 23, 6° andar, Ala C, Rio de Janeiro, RJ, CEP: 20230-130, Brazil
| | - Renata Binato
- Stem Cell Laboratory, Lab. de Células-Tronco (LCT) Centro, National Cancer Institute (INCA), Praça da Cruz Vermelha 23, 6° andar, Ala C, Rio de Janeiro, RJ, CEP: 20230-130, Brazil
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Cavalu S, Abdelhamid AM, Saber S, Elmorsy EA, Hamad RS, Abdel-Reheim MA, Yahya G, Salama MM. Cell cycle machinery in oncology: A comprehensive review of therapeutic targets. FASEB J 2024; 38:e23734. [PMID: 38847486 DOI: 10.1096/fj.202400769r] [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: 04/06/2024] [Revised: 05/20/2024] [Accepted: 05/28/2024] [Indexed: 06/13/2024]
Abstract
The cell cycle is tightly regulated to ensure controlled cell proliferation. Dysregulation of the cell cycle machinery is a hallmark of cancer that leads to unchecked growth. This review comprehensively analyzes key molecular regulators of the cell cycle and how they contribute to carcinogenesis when mutated or overexpressed. It focuses on cyclins, cyclin-dependent kinases (CDKs), CDK inhibitors, checkpoint kinases, and mitotic regulators as therapeutic targets. Promising strategies include CDK4/6 inhibitors like palbociclib, ribociclib, and abemaciclib for breast cancer treatment. Other possible targets include the anaphase-promoting complex/cyclosome (APC/C), Skp2, p21, and aurora kinase inhibitors. However, challenges with resistance have limited clinical successes so far. Future efforts should focus on combinatorial therapies, next-generation inhibitors, and biomarkers for patient selection. Targeting the cell cycle holds promise but further optimization is necessary to fully exploit it as an anti-cancer strategy across diverse malignancies.
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Affiliation(s)
- Simona Cavalu
- Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
| | - Amir Mohamed Abdelhamid
- Department of Pharmacology, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, Egypt
| | - Sameh Saber
- Department of Pharmacology, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, Egypt
| | - Elsayed A Elmorsy
- Department of Pharmacology and Therapeutics, College of Medicine, Qassim University, Buraidah, Saudi Arabia
- Department of Clinical Pharmacology, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Rabab S Hamad
- Biological Sciences Department, College of Science, King Faisal University, Al Ahsa, Saudi Arabia
- Central Laboratory, Theodor Bilharz Research Institute, Giza, Egypt
| | - Mustafa Ahmed Abdel-Reheim
- Department of Pharmaceutical Sciences, College of Pharmacy, Shaqra University, Shaqra, Saudi Arabia
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Beni-Suef University, Beni Suef, Egypt
| | - Galal Yahya
- Department of Microbiology and Immunology, Faculty of Pharmacy, Zagazig University, Al Sharqia, Egypt
| | - Mohamed M Salama
- Department of Biochemistry, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, Egypt
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Siddique R, Thangavelu L, S R, Almalki WH, Kazmi I, Kumar A, Mahajan S, Kalra H, Alzarea SI, Pant K. lncRNAs and cyclin-dependent kinases: Unveiling their critical roles in cancer progression. Pathol Res Pract 2024; 258:155333. [PMID: 38723325 DOI: 10.1016/j.prp.2024.155333] [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: 03/14/2024] [Revised: 04/24/2024] [Accepted: 04/24/2024] [Indexed: 05/29/2024]
Abstract
Long non-coding RNAs (lncRNAs) are a diverse class of RNA molecules that do not code for proteins but play critical roles in gene regulation. One such role involves the modulation of cell cycle progression and proliferation through interactions with cyclin-dependent kinases (CDKs), key regulators of cell division. Dysregulation of CDK activity is a hallmark of cancer, contributing to uncontrolled cell growth and tumor formation. These lncRNA-CDK interactions are part of a complex network of molecular mechanisms underlying cancer pathogenesis, involving various signaling pathways and regulatory circuits. Understanding the interplay between lncRNAs, CDKs, and cancer biology holds promise for developing novel therapeutic strategies targeting these molecular targets for more effective cancer treatment. Furthermore, targeting CDKs, key cell cycle progression and proliferation regulators, offers another avenue for disrupting cancer pathways and overcoming drug resistance. This can open new possibilities for individualized treatment plans and focused therapeutic interventions.
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Affiliation(s)
- Raihan Siddique
- School of Pharmacy, Suresh Gyan Vihar University, Mahal Road, Jagatpura, Jaipur, India
| | - Lakshmi Thangavelu
- Center for Global Health Research, Saveetha Medical College, Saveetha Institute of Medical and Technical Sciences, India.
| | - RenukaJyothi S
- Department of Biotechnology and Genetics, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India
| | - Waleed Hassan Almalki
- Department of Pharmacology, College of Pharmacy, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Imran Kazmi
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, 21589, Jeddah, Saudi Arabia
| | - Ashwani Kumar
- Department of Pharmacy, Vivekananda Global University, Jaipur, Rajasthan 303012, India
| | - Shriya Mahajan
- Centre of Research Impact and Outcome, Chitkara University, Rajpura, Punjab 140417, India
| | - Hitesh Kalra
- Chitkara Centre for Research and Development, Chitkara University, Himachal Pradesh 174103, India
| | - Sami I Alzarea
- Department of Pharmacology, College of Pharmacy, Jouf University, 72341, Sakaka, Al-Jouf, Saudi Arabia
| | - Kumud Pant
- Graphic Era (Deemed to be University), Clement Town, Dehradun 248002, India; Graphic Era Hill University, Clement Town, Dehradun 248002, India
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Kalaki NS, Ahmadzadeh M, Mansouri A, Saberiyan M, Karbalaie Niya MH. Identification of hub genes and pathways in hepatitis B virus-associated hepatocellular carcinoma: A comprehensive in silico study. Health Sci Rep 2024; 7:e2185. [PMID: 38895552 PMCID: PMC11183944 DOI: 10.1002/hsr2.2185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 03/11/2024] [Accepted: 05/04/2024] [Indexed: 06/21/2024] Open
Abstract
Background and Aim The hepatitis B virus (HBV) is one of the most common causes of liver cancer in the world. This study aims to provide a better understanding of the mechanisms involved in the development and progression of HBV-associated hepatocellular carcinoma (HCC) by identifying hub genes and the pathways related to their functions. Methods GSE83148 and GSE94660 were selected from the Gene Expression Omnibus (GEO) database, differentially expressed genes (DEGs) with an adjusted p-value < 0.05 and a |logFC| ≥1 were identified. Common DEGs of two data sets were identified using the GEO2R tool. The Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene ontology (GO) databases were used to identify pathways. Protein-protein interactions (PPIs) analysis was performed by using the Cytoscap and Gephi. A Gene Expression Profiling Interactive Analysis (GEPIA) analysis was carried out to confirm the target genes. Results One hundred and ninety-eight common DEGs and 49 hub genes have been identified through the use of GEO and PPI, respectively. The GO and KEGG pathways analysis showed DEGs were enriched in the G1/S transition of cell cycle mitotic, cell cycle, spindle, and extracellular matrix structural constituent. The expression of four genes (TOP2A, CDK1, CCNA2, and CCNB2) with high scores in module 1 were more in tumor samples and have been identified by GEPIA analysis. Conclusion In this study, the hub genes and their related pathways involved in the development of HBV-associated HCC were identified. These genes, as potential diagnostic biomarkers, may provide a potent opportunity to detect HBV-associated HCC at the earliest stages, resulting in a more effective treatment.
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Affiliation(s)
- Niloufar Sadat Kalaki
- Department of Cellular and Molecular Biology, Faculty of Biological SciencesKharazmi UniversityTehranIran
| | - Mozhgan Ahmadzadeh
- Department of Cellular and Molecular Biology, Faculty of Biological SciencesKharazmi UniversityTehranIran
| | - Atena Mansouri
- Department of Biology, Science and Research BranchIslamic Azad UniversityTehranIran
| | - Mohammadreza Saberiyan
- Cellular and Molecular Research Center, Basic Health Sciences InstituteShahrekord University of Medical SciencesShahrekordIran
- Department of Medical Genetics, School of Medical SciencesHormozgan University of Medical SciencesBandar AbbasIran
| | - Mohammad Hadi Karbalaie Niya
- Gastrointestinal and Liver Diseases Research CenterIran University of Medical SciencesTehranIran
- Department of Virology, School of MedicineIran University of Medical SciencesTehranIran
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Hu B, Chen S. The role of UBR5 in tumor proliferation and oncotherapy. Gene 2024; 906:148258. [PMID: 38331119 DOI: 10.1016/j.gene.2024.148258] [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: 12/16/2023] [Revised: 01/29/2024] [Accepted: 02/05/2024] [Indexed: 02/10/2024]
Abstract
Ubiquitin (Ub) protein ligase E3 component n-recognin 5 (UBR5), as a crucial Ub ligase, plays a pivotal role in the field of cell biology, attracting significant attention for its functions in regulating protein degradation and signaling pathways. This review delves into the fundamental characteristics and structure of UBR5. UBR5, through ubiquitination, regulates various key proteins, directly or indirectly participating in cell cycle control, thereby exerting a direct impact on the proliferation of tumor cells. Meanwhile, we comprehensively review the expression levels of UBR5 in different types of tumors and its relationship with tumor development, providing key clues for the role of UBR5 in cancer. Furthermore, we summarize the current research status of UBR5 in cancer treatment. Through literature review, we find that UBR5 may play a crucial role in the sensitivity of tumor cells to radiotherapy chemotherapy, and other anti-tumor treatment, providing new insights for optimizing cancer treatment strategies. Finally, we discuss the challenges faced by UBR5 in cancer treatment, and looks forward to the future research directions. With the continuous breakthroughs in technology and in-depth research, we hope to further study the biological functions of UBR5 and lay the foundation for its anti-tumor treatment.
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Affiliation(s)
- Bin Hu
- Department of Geriatrics, Beilun District People's Hospital, Ningbo 315800, China
| | - Shiyuan Chen
- Department of Geriatrics, Beilun District People's Hospital, Ningbo 315800, China.
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de Moraes FCA, Pereira CRM, Sano VKT, Laia EAD, Stecca C, Burbano RMR. Do proton pump inhibitors affect the effectiveness of cyclin-dependent kinase 4/6 inhibitors in advanced HR positive, HER2 negative breast cancer? A meta-analysis. Front Pharmacol 2024; 15:1352224. [PMID: 38769999 PMCID: PMC11102992 DOI: 10.3389/fphar.2024.1352224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/15/2024] [Indexed: 05/22/2024] Open
Abstract
Background The CDK 4/6 inhibitors, including palbociclib and ribociclib, are the standard first-line treatment for hormone receptor-positive (HR+) and human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer. Proton pump inhibitors are one of the most globally prescribed types of medications as part of the treatment for gastroesophageal reflux and heartburn complaints. Medication interactions have been demonstrated, leading to a decrease in the effectiveness of chemotherapy drugs such as capecitabine and pazopanib. However, their role and interaction with targeted therapies such as CDK inhibitors are still poorly understood. Methods We searched PubMed, Embase and Web of Science databases for studies that investigated the use of PPI with CDK 4/6 inhibitors versus CDK4/6 alone for advanced or metastatic breast cancer. We systematically searched for the currently available CDK inhibitors: palbociclib, ribociclib and abemaciclib. We computed hazard ratios (HRs), with 95% confidence intervals (CIs). We used DerSimonian and Laird random-effect models for all endpoints. Heterogeneity was assessed using I2 statistics. R, version 4.2.3, was used for statistical analyses. Results A total of 2,737 patients with advanced breast cancer in 9 studies were included, with six studies described the status menopausal as 217 (7.9%) pre-menopause and 1851 (67.6%) post-menopause, for endocrine sensitivity only five studies described1489 (54.4%) patients were endocrine-sensitive and 498 (182%) endocrine-resistent, 910 (33.2%) patients used PPIs. The overall Progression-Free Survival was in favor of the PPI non-users (HR 2.0901; 95% CI 1.410-2.9498; p < 0.001). As well as the subgroup taking palbociclib, revealing statistical relevance for the PPI non-users (HR 2.2539; 95% CI 1.3213-3.8446; p = 0.003) and ribociclib subgroup with a slight decrease in hazard ratio (HR 1.74 95% CI 1.02-2.97; p = 0.04; I2 = 40%). In the multivariate analysis, there was no statistical signifance with ECOG (HR 0.9081; 95% CI 0.4978-16566; p 0.753) and Age (HR 1.2772; 95% CI 0.8790-1.8559; p = 0.199). Either, the univariate analysis did not show statistical significance. Conclusion Women with HR+ and HER2-advanced metastatic breast undergoing treatment with targeted therapies, specifically CDK 4/6 inhibitors, should be monitored for the use of proton pump inhibitors. Therefore, the use of PPIs should be discussed, weighing the advantages and disadvantages for specific cases. It should be individualized based on the necessity in clinical practice for these cases. Systematic Review Registration identifier CRD42023484755.
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Affiliation(s)
| | - Caroline R. M. Pereira
- Department of Medicine, State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil
| | | | | | - Carlos Stecca
- Mackenzie Evangelical University Hospital, Curitiba, Paraná, Brazil
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Tao Y, Li L, Yang X, Yin S, Zhang Z, Wang H, Pu R, Wang Z, Zhang Q, Mu H, Wu C, He J, Yang L. Magnetic-driven hydrogel microrobots for promoting osteosarcoma chemo-therapy with synthetic lethality strategy. Front Chem 2024; 12:1386076. [PMID: 38638876 PMCID: PMC11024356 DOI: 10.3389/fchem.2024.1386076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 03/19/2024] [Indexed: 04/20/2024] Open
Abstract
The advancements in the field of micro-robots for drug delivery systems have garnered considerable attention. In contrast to traditional drug delivery systems, which are dependent on blood circulation to reach their target, these engineered micro/nano robots possess the unique ability to navigate autonomously, thereby enabling the delivery of drugs to otherwise inaccessible regions. Precise drug delivery systems can improve the effectiveness and safety of synthetic lethality strategies, which are used for targeted therapy of solid tumors. MYC-overexpressing tumors show sensitivity to CDK1 inhibition. This study delves into the potential of Ro-3306 loaded magnetic-driven hydrogel micro-robots in the treatment of MYC-dependent osteosarcoma. Ro-3306, a specific inhibitor of CDK1, has been demonstrated to suppress tumor growth across various types of cancer. We have designed and fabricated this micro-robot, capable of delivering Ro-3306 precisely to tumor cells under the influence of a magnetic field, and evaluated its chemosensitizing effects, thereby augmenting the therapeutic efficacy and introducing a novel possibility for osteosarcoma treatment. The clinical translation of this method necessitates further investigation and validation. In summary, the Ro-3306-loaded magnetic-driven hydrogel micro-robots present a novel strategy for enhancing the chemosensitivity of MYC-dependent osteosarcoma, paving the way for new possibilities in future clinical applications.
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Affiliation(s)
- Yining Tao
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
| | - Leike Li
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, China
| | - Xiyu Yang
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
| | - Shiyu Yin
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Community Health Service Center, Shanghai, China
| | - Zhanxiang Zhang
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, China
| | - Haoyu Wang
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
| | - Ruochen Pu
- Shanghai Bone Tumor Institution, Shanghai, China
- Jintan Hospital Affiliated to Jiangsu University, Changzhou, Jiangsu Province, China
| | - Zongyi Wang
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
| | - Qi Zhang
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haoran Mu
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
| | - Chenqiong Wu
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jin He
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Jintan Hospital Affiliated to Jiangsu University, Changzhou, Jiangsu Province, China
| | - Liu Yang
- Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Bone Tumor Institution, Shanghai, China
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Athwal H, Kochiyanil A, Bhat V, Allan AL, Parsyan A. Centrosomes and associated proteins in pathogenesis and treatment of breast cancer. Front Oncol 2024; 14:1370565. [PMID: 38606093 PMCID: PMC11007099 DOI: 10.3389/fonc.2024.1370565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 03/04/2024] [Indexed: 04/13/2024] Open
Abstract
Breast cancer is the most prevalent malignancy among women worldwide. Despite significant advances in treatment, it remains one of the leading causes of female mortality. The inability to effectively treat advanced and/or treatment-resistant breast cancer demonstrates the need to develop novel treatment strategies and targeted therapies. Centrosomes and their associated proteins have been shown to play key roles in the pathogenesis of breast cancer and thus represent promising targets for drug and biomarker development. Centrosomes are fundamental cellular structures in the mammalian cell that are responsible for error-free execution of cell division. Centrosome amplification and aberrant expression of its associated proteins such as Polo-like kinases (PLKs), Aurora kinases (AURKs) and Cyclin-dependent kinases (CDKs) have been observed in various cancers, including breast cancer. These aberrations in breast cancer are thought to cause improper chromosomal segregation during mitosis, leading to chromosomal instability and uncontrolled cell division, allowing cancer cells to acquire new genetic changes that result in evasion of cell death and the promotion of tumor formation. Various chemical compounds developed against PLKs and AURKs have shown meaningful antitumorigenic effects in breast cancer cells in vitro and in vivo. The mechanism of action of these inhibitors is likely related to exacerbation of numerical genomic instability, such as aneuploidy or polyploidy. Furthermore, growing evidence demonstrates enhanced antitumorigenic effects when inhibitors specific to centrosome-associated proteins are used in combination with either radiation or chemotherapy drugs in breast cancer. This review focuses on the current knowledge regarding the roles of centrosome and centrosome-associated proteins in breast cancer pathogenesis and their utility as novel targets for breast cancer treatment.
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Affiliation(s)
- Harjot Athwal
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Arpitha Kochiyanil
- Faculty of Science, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Vasudeva Bhat
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- London Regional Cancer Program, London Health Sciences Centre, Lawson Health Research Institute, London, ON, Canada
| | - Alison L. Allan
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- London Regional Cancer Program, London Health Sciences Centre, Lawson Health Research Institute, London, ON, Canada
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Armen Parsyan
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- London Regional Cancer Program, London Health Sciences Centre, Lawson Health Research Institute, London, ON, Canada
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- Division of General Surgery, Department of Surgery, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- Department of Surgery, St. Joseph’s Health Care London and London Health Sciences Centre, London, ON, Canada
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Chen Y, Huang A, Bi Y, Wei W, Huang Y, Ye Y. Genomic insights and prognostic significance of novel biomarkers in pancreatic ductal adenocarcinoma: A comprehensive analysis. Biochem Biophys Rep 2024; 37:101580. [PMID: 38107664 PMCID: PMC10724495 DOI: 10.1016/j.bbrep.2023.101580] [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: 09/19/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 12/19/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly prevalent digestive system malignancy, with a significant impact on public health, especially in the elderly population. The advent of the Human Genome Project has opened new avenues for precision medicine, allowing researchers to explore genetic markers and molecular targets for cancer diagnosis and treatment. Despite significant advances in genomic research, early diagnosis of pancreatic cancer remains elusive due to the lack of highly sensitive and specific markers. Therefore, there is a need for in-depth research to identify more precise and reliable diagnostic markers for pancreatic cancer. In this study, we utilized a combination of public databases from different sources to meticulously screen genes associated with prognosis in pancreatic cancer. We used gene differential analysis, univariate cox regression analysis, least absolute selection and shrinkage operator (LASSO) regression, and multivariate cox regression analysis to identify genes associated with prognosis. Subsequently, we constructed a scoring system, validated its validity using survival analysis and ROC analysis, and further confirmed its reliability by nomogram and decision curve analysis (DCA). We evaluated the diagnostic value of this scoring system for pancreatic cancer prognosis and validated the function of the genes using single cell data analysis. Our analysis identifies six genes, including GABRA3, IL20RB, CDK1, GPR87, TTYH3, and KCNA2, that were strongly associated with PDAC prognosis. Clinical prognostic models based on these genes showed strong predictive power not only in the training set but also in external datasets. Functional enrichment analysis revealed significant differences between high- and low-risk groups mainly in immune-related functions. Additionally, we explored the potential of the risk score as a marker for immunotherapy response and identified key factors within the tumor microenvironment. The single-cell RNA sequencing analysis further enriched our understanding of cell clusters and six hub genes expressions. This comprehensive investigation provides valuable insights into pancreatic PDAC and its intricate immune landscape. The identified genes and their functional significance underscore the importance of continued research into improving diagnosis and treatment strategies for PDAC.
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Affiliation(s)
- Yuling Chen
- Department of Rheumatology and Immunology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Anle Huang
- Department of Gastrointestinal Oncology Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China, 361001
| | - Yuanjie Bi
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
| | - Wei Wei
- Department of Emergency, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Yongsheng Huang
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
| | - Yuanchun Ye
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
- Shenzhen Bay Laboratory, Shenzhen, Guangdong Province, China
- Department of Hematology Oncology and Tumor Immunity, Benjamin Franklin Campus, Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
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Feng Y, An Q, Zhao Z, Wu M, Yang C, Liang W, Xu X, Jiang T, Zhang G. Beta-elemene: A phytochemical with promise as a drug candidate for tumor therapy and adjuvant tumor therapy. Biomed Pharmacother 2024; 172:116266. [PMID: 38350368 DOI: 10.1016/j.biopha.2024.116266] [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: 11/22/2023] [Revised: 02/06/2024] [Accepted: 02/06/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND β-Elemene (IUPAC name: (1 S,2 S,4 R)-1-ethenyl-1-methyl-2,4-bis(prop-1-en-2-yl) cyclohexane), is a natural compound found in turmeric root. Studies have demonstrated its diverse biological functions, including its anti-tumor properties, which have been extensively investigated. However, these have not yet been reviewed. The aim of this review was to provide a comprehensive summary of β-elemene research, with respect to disease treatment. METHODS β-Elemene-related articles were found in PubMed, ScienceDirect, and Google Scholar databases to systematically summarize its structure, pharmacokinetics, metabolism, and pharmacological activity. We also searched the Traditional Chinese Medicine System Pharmacology database for therapeutic targets of β-elemene. We further combined these targets with the relevant literature for KEGG and GO analyses. RESULTS Studies on the molecular mechanisms underlying β-elemene activity indicate that it regulates multiple pathways, including STAT3, MAPKs, Cyclin-dependent kinase 1/cyclin B, Notch, PI3K/AKT, reactive oxygen species, METTL3, PTEN, p53, FAK, MMP, TGF-β/Smad signaling. Through these molecular pathways, β-elemene has been implicated in tumor cell proliferation, apoptosis, migration, and invasion and improving the immune microenvironment. Additionally, β-elemene increases chemotherapeutic drug sensitivity and reverses resistance by inhibiting DNA damage repair and regulating pathways including CTR1, pak1, ERK1/2, ABC transporter protein, Prx-1 and ERCC-1. Nonetheless, owing to its lipophilicity and low bioavailability, additional structural modifications could improve the efficacy of this drug. CONCLUSION β-Elemene exhibits low toxicity with good safety, inhibiting various tumor types via diverse mechanisms in vivo and in vitro. When combined with chemotherapeutic drugs, it enhances efficacy, reduces toxicity, and improves tumor killing. Thus, β-elemene has vast potential for research and development.
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Affiliation(s)
- Yewen Feng
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Qingwen An
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Zhengqi Zhao
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Mengting Wu
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Chuqi Yang
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - WeiYu Liang
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Xuefei Xu
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China
| | - Tao Jiang
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China.
| | - Guangji Zhang
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Zhejiang 310053, China; Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Zhejiang 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Zhejiang 310053, China.
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Ren Y, Liang H, Huang Y, Miao Y, Li R, Qiang J, Wu L, Qi J, Li Y, Xia Y, Huang L, Wang S, Kong X, Zhou Y, Zhang Q, Zhu G. Key candidate genes and pathways in T lymphoblastic leukemia/lymphoma identified by bioinformatics and serological analyses. Front Immunol 2024; 15:1341255. [PMID: 38464517 PMCID: PMC10920334 DOI: 10.3389/fimmu.2024.1341255] [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: 11/20/2023] [Accepted: 02/08/2024] [Indexed: 03/12/2024] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL)/T-cell lymphoblastic lymphoma (T-LBL) is an uncommon but highly aggressive hematological malignancy. It has high recurrence and mortality rates and is challenging to treat. This study conducted bioinformatics analyses, compared genetic expression profiles of healthy controls with patients having T-ALL/T-LBL, and verified the results through serological indicators. Data were acquired from the GSE48558 dataset from Gene Expression Omnibus (GEO). T-ALL patients and normal T cells-related differentially expressed genes (DEGs) were investigated using the online analysis tool GEO2R in GEO, identifying 78 upregulated and 130 downregulated genes. Gene Ontology (GO) and protein-protein interaction (PPI) network analyses of the top 10 DEGs showed enrichment in pathways linked to abnormal mitotic cell cycles, chromosomal instability, dysfunction of inflammatory mediators, and functional defects in T-cells, natural killer (NK) cells, and immune checkpoints. The DEGs were then validated by examining blood indices in samples obtained from patients, comparing the T-ALL/T-LBL group with the control group. Significant differences were observed in the levels of various blood components between T-ALL and T-LBL patients. These components include neutrophils, lymphocyte percentage, hemoglobin (HGB), total protein, globulin, erythropoietin (EPO) levels, thrombin time (TT), D-dimer (DD), and C-reactive protein (CRP). Additionally, there were significant differences in peripheral blood leukocyte count, absolute lymphocyte count, creatinine, cholesterol, low-density lipoprotein, folate, and thrombin times. The genes and pathways associated with T-LBL/T-ALL were identified, and peripheral blood HGB, EPO, TT, DD, and CRP were key molecular markers. This will assist the diagnosis of T-ALL/T-LBL, with applications for differential diagnosis, treatment, and prognosis.
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Affiliation(s)
- Yansong Ren
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Haoyue Liang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Yali Huang
- Clinical Laboratory of Zhengning County People's Hospital, Qingyang, Gansu, China
| | - Yuyang Miao
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Ruihua Li
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Junlian Qiang
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Lihong Wu
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Jinfeng Qi
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Ying Li
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Yonghui Xia
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Lunhui Huang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Shoulei Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Xiaodong Kong
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Yuan Zhou
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Qiang Zhang
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Tianjin, China
| | - Guoqing Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
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Gao J, Lu Q, Zhong J, Li Z, Pan L, Feng C, Tang S, Wang X, Tao Y, Zhou X, Wang Q. Identification and validation of an H2AZ1-based index model: a novel prognostic tool for hepatocellular carcinoma. Aging (Albany NY) 2024; 16:2542-2562. [PMID: 38305811 PMCID: PMC10911386 DOI: 10.18632/aging.205497] [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: 03/28/2023] [Accepted: 12/26/2023] [Indexed: 02/03/2024]
Abstract
The H2A.Z variant histone 1 (H2AZ1) is aberrantly expressed in various tumors, correlating with an unfavorable prognosis. However, its role in hepatocellular carcinoma (HCC) remains unclear. We aimed to elucidate the pathways affected by H2AZ1 and identify promising therapeutic targets for HCC. Following bioinformatic analysis of gene expression and clinical data from The Cancer Genome Atlas and Gene Expression Omnibus database, we found 6,344 dysregulated genes related to H2AZ1 overexpression in HCC tissues (P < 0.05). We performed weighted gene co-expression network analysis to identify the gene module most related to H2AZ1. The H2AZ1-based index was further developed using Cox regression analysis, which revealed that the poor prognosis in the high H2AZ1-based index group could be attributed to elevated tumor stemness (P < 0.05). Moreover, the clinical model showed good prognostic potential (AUC > 0.7). We found that H2AZ1 knockdown led to reduced superoxide dismutase (SOD) activity, elevated malondialdehyde (MDA) levels, and increased apoptosis rate in tumor cells (P < 0.001). Thus, we developed an H2AZ1-based index model with the potential to predict the prognosis of patients with HCC. Our findings provide initial evidence that H2AZ1 overexpression plays a pivotal role in HCC initiation and progression.
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Affiliation(s)
- Jiamin Gao
- Laboratory of Infectious Disease, Nanning Infectious Disease Hospital Affiliated to Guangxi Medical University and The Fourth People’s Hospital of Nanning, Nanning, China
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Qinchen Lu
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Jialing Zhong
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhijian Li
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
- Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Lixin Pan
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Chao Feng
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Shaomei Tang
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Xi Wang
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Yuting Tao
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
| | - Xianguo Zhou
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
- Department of Blood Transfusion, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Qiuyan Wang
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Nanning, China
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