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Roy S, Pramanik P, Bhattacharya S. Exploring the Role of G-Quadruplex DNA, and their Structural Polymorphism, in Targeting Small Molecules for the Design of Anticancer Therapeutics: Progress, Challenges, and Future Directions. Biochimie 2025:S0300-9084(25)00068-9. [PMID: 40250703 DOI: 10.1016/j.biochi.2025.04.004] [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: 09/27/2024] [Revised: 04/13/2025] [Accepted: 04/15/2025] [Indexed: 04/20/2025]
Abstract
Selective stabilization of non-canonical G-quadruplex DNA structures by small molecules can be a potential target for anticancer therapeutics. The primary motivation for the molecular design of these G-quadruplex binders is to restrict the transcriptional machinery, which can impede cancer cell progression. This review article comprises the structural diversity of different G-quadruplex DNA, the design strategy for targeting these structures with small molecules, and various G-quadruplex binding ligands which have been expanded by the chemists and biologists over the past few decades. Further, the existence of G-quadruplex structures inside human cells, the significant challenges for designing these selective G-quadruplex binding ligands, current status, and progress towards achieving this goal have also been discussed.
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Affiliation(s)
- Soma Roy
- Department of Organic Chemistry, Indian Institute of Science, Bangalore 560012, India; School of Applied & Interdisciplinary Sciences, Indian Association for the Cultivation of Science, Kolkata 700032, India
| | - Pulakesh Pramanik
- School of Applied & Interdisciplinary Sciences, Indian Association for the Cultivation of Science, Kolkata 700032, India
| | - Santanu Bhattacharya
- Department of Organic Chemistry, Indian Institute of Science, Bangalore 560012, India; School of Applied & Interdisciplinary Sciences, Indian Association for the Cultivation of Science, Kolkata 700032, India; Technical Research Centre, Indian Association for the Cultivation of Science, Kolkata 700032, India; Department of Chemistry, Indian Institute of Science Education and Research Tirupati, Tirupati 517619, India.
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Marzano S, Pinto G, Di Porzio A, Amato J, Randazzo A, Amoresano A, Pagano B. Identifying G-quadruplex-interacting proteins in cancer-related gene promoters. Commun Chem 2025; 8:64. [PMID: 40025218 PMCID: PMC11873050 DOI: 10.1038/s42004-025-01462-w] [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: 07/03/2024] [Accepted: 02/20/2025] [Indexed: 03/04/2025] Open
Abstract
G-quadruplexes (G4s) are noncanonical DNA or RNA secondary structures involved in numerous biological processes. Their recognition by G4-related proteins (G4RPs) is essential for modulating biological pathways, particularly those associated with transcription and cancer progression. Identifying G4RPs is crucial for understanding their role in diseases like cancer, as these proteins may represent promising therapeutic targets. In this study, a proteomic-based fishing-for-partners approach was employed to identify putative interactors of G4-forming DNA sequences from the promoter regions of cancer-related genes DAP, HIF-1α, JAZF-1, and PDGF-A. A total of eighty-six G4RPs were identified, including nineteen known RNA and/or DNA G4 interactors. Notably, fourteen proteins were identified as potential interactors of all four investigated G4-forming DNA, seven of which were novel G4RPs. Direct interactions with G4s were validated for five of these proteins (AHNAK, GAPDH, HNRNP M, LMNA, and PPIA) using surface plasmon resonance experiments, which showed nanomolar binding affinities. This study not only validated known G4RPs but also led to the discovery of new G4/protein interactions, providing the basis for further investigation into their biological significance and potential implications in disease-associated pathways.
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Affiliation(s)
- Simona Marzano
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Gabriella Pinto
- Department of Chemical Sciences, University of Naples Federico II, 80126, Naples, Italy
- Interuniversity Consortium "Istituto Nazionale Biostrutture e Biosistemi", 00136, Rome, Italy
| | - Anna Di Porzio
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Jussara Amato
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy.
| | - Antonio Randazzo
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Angela Amoresano
- Department of Chemical Sciences, University of Naples Federico II, 80126, Naples, Italy
- Interuniversity Consortium "Istituto Nazionale Biostrutture e Biosistemi", 00136, Rome, Italy
| | - Bruno Pagano
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy.
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Russomanno P, Zizza P, Cerofolini L, D'Aria F, Iachettini S, Di Vito S, Biroccio A, Amato J, Fragai M, Pagano B. Expanding the Functions of KHSRP Protein: Insights into DNA G-Quadruplex Binding. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410086. [PMID: 39763191 PMCID: PMC11848572 DOI: 10.1002/advs.202410086] [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: 08/22/2024] [Revised: 12/03/2024] [Indexed: 02/25/2025]
Abstract
KHSRP (KH-type splicing regulatory protein) is a multifunctional nucleic acid-binding protein that regulates various cellular processes, with critical roles in controlling gene expression. G-quadruplexes (G4s) are noncanonical nucleic acid structures involved in essential cellular activities, including gene expression, and are recognized as potential therapeutic targets in cancer. The biological functions of G4s are mediated by proteins making their formation highly dynamic within cells. Therefore, the recognition of G4s by specific proteins is crucial for modulating physiological and pathological pathways. Given the growing interest in DNA G4s, a deeper understanding of the proteins that interact with them and their molecular recognition is imperative. This study demonstrates that KHSRP binds to these DNA structures. Biophysical analyses provide insights into the thermodynamics, kinetics, and structural aspects of these interactions, showing that G4 structural variability significantly influences KHSRP binding, in which the KH3 protein domain plays a key role. Validation of these interactions in cancer cells further highlights their biological relevance. Notably, the G4 ligand pyridostatin affects KHSRP/G4 interactions both in vitro and in cells, suggesting that small molecules can modulate this molecular recognition. These findings underscore KHSRP's potential role in regulating cellular mechanisms through binding to G4-forming DNA, positioning it as a possible therapeutic target in cancer.
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Affiliation(s)
- Pasquale Russomanno
- Department of PharmacyUniversity of Naples Federico IINaples80131Italy
- CERM‐CIRMMP and Department of Chemistry “Ugo Schiff”University of FlorenceSesto Fiorentino (FI)50019Italy
| | - Pasquale Zizza
- Translational Oncology Research UnitIRCCS‐Regina Elena National Cancer InstituteRome00144Italy
| | - Linda Cerofolini
- CERM‐CIRMMP and Department of Chemistry “Ugo Schiff”University of FlorenceSesto Fiorentino (FI)50019Italy
| | - Federica D'Aria
- Department of PharmacyUniversity of Naples Federico IINaples80131Italy
| | - Sara Iachettini
- Translational Oncology Research UnitIRCCS‐Regina Elena National Cancer InstituteRome00144Italy
| | - Serena Di Vito
- Translational Oncology Research UnitIRCCS‐Regina Elena National Cancer InstituteRome00144Italy
| | - Annamaria Biroccio
- Translational Oncology Research UnitIRCCS‐Regina Elena National Cancer InstituteRome00144Italy
| | - Jussara Amato
- Department of PharmacyUniversity of Naples Federico IINaples80131Italy
| | - Marco Fragai
- CERM‐CIRMMP and Department of Chemistry “Ugo Schiff”University of FlorenceSesto Fiorentino (FI)50019Italy
| | - Bruno Pagano
- Department of PharmacyUniversity of Naples Federico IINaples80131Italy
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Yazdani K, Seshadri S, Tillo D, Yang M, Sibley CD, Vinson C, Schneekloth JS. Decoding complexity in biomolecular recognition of DNA i-motifs with microarrays. Nucleic Acids Res 2023; 51:12020-12030. [PMID: 37962331 PMCID: PMC10711443 DOI: 10.1093/nar/gkad981] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 09/28/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
DNA i-motifs (iMs) are non-canonical C-rich secondary structures implicated in numerous cellular processes. Though iMs exist throughout the genome, our understanding of iM recognition by proteins or small molecules is limited to a few examples. We designed a DNA microarray containing 10976 genomic iM sequences to examine the binding profiles of four iM-binding proteins, mitoxantrone and the iMab antibody. iMab microarray screens demonstrated that pH 6.5, 5% BSA buffer was optimal, and fluorescence was correlated with iM C-tract length. hnRNP K broadly recognizes diverse iM sequences, favoring 3-5 cytosine repeats flanked by thymine-rich loops of 1-3 nucleotides. Array binding mirrored public ChIP-Seq datasets, in which 35% of well-bound array iMs are enriched in hnRNP K peaks. In contrast, other reported iM-binding proteins had weaker binding or preferred G-quadruplex (G4) sequences instead. Mitoxantrone broadly binds both shorter iMs and G4s, consistent with an intercalation mechanism. These results suggest that hnRNP K may play a role in iM-mediated regulation of gene expression in vivo, whereas hnRNP A1 and ASF/SF2 are possibly more selective in their binding preferences. This powerful approach represents the most comprehensive investigation of how biomolecules selectively recognize genomic iMs to date.
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Affiliation(s)
- Kamyar Yazdani
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702, USA
| | - Srinath Seshadri
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702, USA
| | - Desiree Tillo
- Genome Analysis Unit, National Cancer Institute, 37 Convent Dr., Bethesda, MD 20892, USA
| | - Mo Yang
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702, USA
| | - Christopher D Sibley
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702, USA
| | - Charles Vinson
- Laboratory of Metabolism, National Cancer Institute, 37 Convent Dr., Bethesda, MD 20892, USA
| | - John S Schneekloth
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702, USA
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Romano F, Di Porzio A, Iaccarino N, Riccardi G, Di Lorenzo R, Laneri S, Pagano B, Amato J, Randazzo A. G-quadruplexes in cancer-related gene promoters: from identification to therapeutic targeting. Expert Opin Ther Pat 2023; 33:745-773. [PMID: 37855085 DOI: 10.1080/13543776.2023.2271168] [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: 06/26/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023]
Abstract
INTRODUCTION Guanine-rich DNA sequences can fold into four-stranded noncanonical secondary structures called G-quadruplexes (G4s) which are widely distributed in functional regions of the human genome, such as telomeres and gene promoter regions. Compelling evidence suggests their involvement in key genome functions such as gene expression and genome stability. Notably, the abundance of G4-forming sequences near transcription start sites suggests their potential involvement in regulating oncogenes. AREAS COVERED This review provides an overview of current knowledge on G4s in human oncogene promoters. The most representative G4-binding ligands have also been documented. The objective of this work is to present a comprehensive overview of the most promising targets for the development of novel and highly specific anticancer drugs capable of selectively impacting the expression of individual or a limited number of genes. EXPERT OPINION Modulation of G4 formation by specific ligands has been proposed as a powerful new tool to treat cancer through the control of oncogene expression. Actually, most of G4-binding small molecules seem to simultaneously target a range of gene promoter G4s, potentially influencing several critical driver genes in cancer, thus producing significant therapeutic benefits.
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Affiliation(s)
- Francesca Romano
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Anna Di Porzio
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Nunzia Iaccarino
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | | | | | - Sonia Laneri
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Bruno Pagano
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Jussara Amato
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Antonio Randazzo
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
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Yazdani K, Seshadri S, Tillo D, Vinson C, Schneekloth JS. DECODING COMPLEXITY IN BIOMOLECULAR RECOGNITION OF DNA I-MOTIFS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.19.537548. [PMID: 37131644 PMCID: PMC10153190 DOI: 10.1101/2023.04.19.537548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
DNA i-motifs (iMs) are non-canonical C-rich secondary structures implicated in numerous cellular processes. Though iMs exist throughout the genome, our understanding of iM recognition by proteins or small molecules is limited to a few examples. We designed a DNA microarray containing 10,976 genomic iM sequences to examine the binding profiles of four iM-binding proteins, mitoxantrone, and the iMab antibody. iMab microarray screens demonstrated that pH 6.5, 5% BSA buffer was optimal, and fluorescence was correlated with iM C-tract length. hnRNP K broadly recognizes diverse iM sequences, favoring 3-5 cytosine repeats flanked by thymine-rich loops of 1-3 nucleotides. Array binding mirrored public ChIP-Seq datasets, in which 35% of well-bound array iMs are enriched in hnRNP K peaks. In contrast, other reported iM-binding proteins had weaker binding or preferred G-quadruplex (G4) sequences instead. Mitoxantrone broadly binds both shorter iMs and G4s, consistent with an intercalation mechanism. These results suggest that hnRNP K may play a role in iM-mediated regulation of gene expression in vivo, whereas hnRNP A1 and ASF/SF2 are possibly more selective in their binding preferences. This powerful approach represents the most comprehensive investigation of how biomolecules selectively recognize genomic iMs to date.
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Affiliation(s)
- Kamyar Yazdani
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702
| | - Srinath Seshadri
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702
| | - Desiree Tillo
- Genome Analysis Unit, National Cancer Institute, 37 Convent Dr., Bethesda, MD 20892
| | - Charles Vinson
- Laboratory of Metabolism, Center for Cancer Research, National Cancer Institute, 37 Convent Dr., Bethesda MD 20892
| | - John S Schneekloth
- Chemical Biology Laboratory, National Cancer Institute, 1050 Boyle St., Frederick, MD 21702
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Role of Heterogeneous Nuclear Ribonucleoproteins in the Cancer-Immune Landscape. Int J Mol Sci 2023; 24:ijms24065086. [PMID: 36982162 PMCID: PMC10049280 DOI: 10.3390/ijms24065086] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 02/26/2023] [Accepted: 02/28/2023] [Indexed: 03/09/2023] Open
Abstract
Cancer remains the second leading cause of death, accounting for approximately 20% of all fatalities. Evolving cancer cells and a dysregulated immune system create complex tumor environments that fuel tumor growth, metastasis, and resistance. Over the past decades, significant progress in deciphering cancer cell behavior and recognizing the immune system as a hallmark of tumorigenesis has been achieved. However, the underlying mechanisms controlling the evolving cancer-immune landscape remain mostly unexplored. Heterogeneous nuclear ribonuclear proteins (hnRNP), a highly conserved family of RNA-binding proteins, have vital roles in critical cellular processes, including transcription, post-transcriptional modifications, and translation. Dysregulation of hnRNP is a critical contributor to cancer development and resistance. HnRNP contribute to the diversity of tumor and immune-associated aberrant proteomes by controlling alternative splicing and translation. They can also promote cancer-associated gene expression by regulating transcription factors, binding to DNA directly, or promoting chromatin remodeling. HnRNP are emerging as newly recognized mRNA readers. Here, we review the roles of hnRNP as regulators of the cancer-immune landscape. Dissecting the molecular functions of hnRNP will provide a better understanding of cancer-immune biology and will impact the development of new approaches to control and treat cancer.
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The Promoter Region of the Proto-Oncogene MST1R Contains the Main Features of G-Quadruplexes Formation. Int J Mol Sci 2022; 23:ijms232112905. [PMID: 36361696 PMCID: PMC9653784 DOI: 10.3390/ijms232112905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/18/2022] [Accepted: 10/21/2022] [Indexed: 11/26/2022] Open
Abstract
MST1R (RON) is a receptor of the MET tyrosine kinase receptor family involved in several cancers such as pancreas, breast, ovary, colon, and stomach. Some studies have shown that overexpression of MST1R increases the migratory and invasive properties of cancer cells. The promoter region of the oncogene MST1R is enriched in guanine residues that can potentially form G-quadruplexes (G4s), as it was observed in other oncogenic promoters such as KRAS and c-MYC. There is abundant literature that links the presence of G4s in promoter regions of oncogenes to diverse gene regulation processes that are not well understood. In this work, we have studied the reverse and forward sequence of MST1R promoter region using the G4Hunter software and performed biophysical studies to characterize the best scored sequences.
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Heterogeneous nuclear ribonucleoprotein A/B: an emerging group of cancer biomarkers and therapeutic targets. Cell Death Dis 2022; 8:337. [PMID: 35879279 PMCID: PMC9314375 DOI: 10.1038/s41420-022-01129-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/11/2022] [Accepted: 07/13/2022] [Indexed: 11/20/2022]
Abstract
Heterogeneous nuclear ribonucleoprotein A/B (hnRNPA/B) is one of the core members of the RNA binding protein (RBP) hnRNPs family, including four main subtypes, A0, A1, A2/B1 and A3, which share the similar structure and functions. With the advance in understanding the molecular biology of hnRNPA/B, it has been gradually revealed that hnRNPA/B plays a critical role in almost the entire steps of RNA life cycle and its aberrant expression and mutation have important effects on the occurrence and progression of various cancers. This review focuses on the clinical significance of hnRNPA/B in various cancers and systematically summarizes its biological function and molecular mechanisms.
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RNA Modification in Inflammatory Bowel Diseases. Biomedicines 2022; 10:biomedicines10071695. [PMID: 35885000 PMCID: PMC9313455 DOI: 10.3390/biomedicines10071695] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/07/2022] [Accepted: 07/08/2022] [Indexed: 12/02/2022] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic inflammatory disorder characterized by damage to the intestinal mucosa, which is caused by a combination of factors. These include genetic and epigenetic alterations, environmental influence, microorganism interactions, and immune conditions. Some populations with IBD show a cancer-prone phenotype. Recent studies have provided insight into the involvement of RNA modifications in the specific pathogenesis of IBD through regulation of RNA biology in epithelial and immune cells. Studies of several RNA modification-targeting reagents have shown preferable outcomes in patients with colitis. Here, we note a new awareness of RNA modification in the targeting of IBD and related diseases, which will contribute to early diagnosis, disease monitoring, and possible control by innovative therapeutic approaches.
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Wen L, Han Z, Li J, Du Y. c-MYC and HIF1α promoter G-quadruplexes dependent metabolic regulation mechanism of berberine in colon cancer. J Gastrointest Oncol 2022; 13:1152-1168. [PMID: 35837174 PMCID: PMC9274050 DOI: 10.21037/jgo-22-389] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/27/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND G-quadruplexes are molecular switches regulating gene transcription. c-MYC and hypoxia-inducible factor 1-alpha (HIF1α) play important roles in cell proliferation, apoptosis, and metabolic regulation in colon cancer. Whether berberine can regulate metabolism by interacting with c-MYC and HIF1α G-quadruplexes in colon cancer needs to be explored. METHODS The binding mode of berberine with c-MYC and HIF1α G-quadruplexes were explored by ultraviolet and visible absorption spectroscopy and fluorescence spectroscopy. Circular dichroism (CD) spectroscopy was performed to evaluate the effects of berberine on the stability of c-MYC and HIF1α G-quadruplexes. After different concentrations of berberine acting on HCT116 cells for 24 h, cell proliferation and apoptosis were detected by MTT assay and flow cytometry; quantitative real-time polymerase chain reaction and western blot were performed to detect mRNA and protein expression of c-MYC and HIF1α; transcriptome sequencing was used to analyze the metabolic pathways. For the effects of berberine on colon cancer mouse model with dose of 50 mg·kg-1 for 14 days, tumor growth were monitored, hematoxylin and eosin staining and immunofluorescence staining were performed to analyze histopathology and protein expression of c-MYC and HIF1α, central carbon metabolism was detected in tumor tissues. RESULTS The binding ability of berberine with c-MYC G-quadruplex was different to that of berberine with HIF1α G-quadruplex. Both binding modes involved π-π stacking. The stoichiometric ratios were 1:1, 1:3, and 3:1 for berberine with c-MYC G-quadruplex and only 1:1 for berberine with HIF1α G-quadruplex. Temperature had a greater effect on the binding of berberine to c-MYC G-quadruplex. Berberine could improve the thermal stability of both c-MYC and HIF1α G-quadruplexes. Berberine inhibited the gene transcription and protein expression of c-MYC and HIF1α in colon cancer HCT116 cells. In vivo, berberine delayed tumor progression and inhibited the protein expression of c-MYC and HIF1α. Twelve differential metabolites such as decreased adenosine triphosphate were obtained, indicating that berberine could regulate the metabolic pathways of the tricarboxylic acid (TCA) cycle and glycolysis/gluconeogenesis, among others. CONCLUSIONS Berberine may inhibit colon cancer by regulating the TCA cycle and glycolysis/gluconeogenesis based on the interaction with c-MYC and HIF1α G-quadruplexes.
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Affiliation(s)
- Lina Wen
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China
| | - Zongqiang Han
- Department of Laboratory Medicine, Beijing Xiaotangshan Hospital, Beijing, China
| | - Jianhui Li
- Protein Science Research Platform, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Yanlin Du
- Department of Oncology, Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, China
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