1
|
Zhao A, Zhou H, Yang J, Li M, Niu T. Epigenetic regulation in hematopoiesis and its implications in the targeted therapy of hematologic malignancies. Signal Transduct Target Ther 2023; 8:71. [PMID: 36797244 PMCID: PMC9935927 DOI: 10.1038/s41392-023-01342-6] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/03/2023] [Accepted: 01/19/2023] [Indexed: 02/18/2023] Open
Abstract
Hematologic malignancies are one of the most common cancers, and the incidence has been rising in recent decades. The clinical and molecular features of hematologic malignancies are highly heterogenous, and some hematologic malignancies are incurable, challenging the treatment, and prognosis of the patients. However, hematopoiesis and oncogenesis of hematologic malignancies are profoundly affected by epigenetic regulation. Studies have found that methylation-related mutations, abnormal methylation profiles of DNA, and abnormal histone deacetylase expression are recurrent in leukemia and lymphoma. Furthermore, the hypomethylating agents and histone deacetylase inhibitors are effective to treat acute myeloid leukemia and T-cell lymphomas, indicating that epigenetic regulation is indispensable to hematologic oncogenesis. Epigenetic regulation mainly includes DNA modifications, histone modifications, and noncoding RNA-mediated targeting, and regulates various DNA-based processes. This review presents the role of writers, readers, and erasers of DNA methylation and histone methylation, and acetylation in hematologic malignancies. In addition, this review provides the influence of microRNAs and long noncoding RNAs on hematologic malignancies. Furthermore, the implication of epigenetic regulation in targeted treatment is discussed. This review comprehensively presents the change and function of each epigenetic regulator in normal and oncogenic hematopoiesis and provides innovative epigenetic-targeted treatment in clinical practice.
Collapse
Affiliation(s)
- Ailin Zhao
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Hui Zhou
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Jinrong Yang
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Meng Li
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Ting Niu
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China.
| |
Collapse
|
2
|
Yu S, Zhang J, Ding Y, Kang X, Pu X. Genome-wide identification of alternative splicing associated with histone deacetylase inhibitor in cutaneous T-cell lymphomas. Front Genet 2022; 13:937623. [PMID: 36147491 PMCID: PMC9485882 DOI: 10.3389/fgene.2022.937623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/19/2022] [Indexed: 11/18/2022] Open
Abstract
Cutaneous T-cell lymphomas (CTCLs) are a kind of non-Hodgkin lymphoma that originates from skin, which is difficult to treat with traditional drugs. Human histone deacetylase inhibitors (HDACi) targeted therapy has become a promising treatment strategy in recent years, but some patients can develop resistance to the drug, leading to treatment failure. There are no public reports on whether alternative splicing (AS) and RNA binding proteins (RBP) affect the efficacy of targeted therapy. Using data from the Gene Expression Omnibus (GEO) database, we established a co-change network of AS events and RBP in CTCLs for the first time, and analyzed the potential regulatory effects of RBP on HDACi-related AS events. The dataset GSE132053, which contained the RNA sequence data for 17 HDACi samples, was downloaded and clean reads were aligned to the human GRCh38 genome by hierarchical indexing for spliced alignment of the transcripts, allowing four mismatches. Gene expression levels were evaluated using exons per million fragments mapped for each gene. Student’s t-tests were performed to evaluate the significance of changes in ratios for AS events, and regulated alternative splicing events (RASEs) were defined as events with p values less than 0.05. To sort the differentially expressed genes functional categories, Gene Ontology terms and Kyoto Encyclopedia of Genes and Genomes pathways were identified using the KOBAS 2.0 server. The regulatory mechanisms of the RASEs and RBPs were evaluated using Pearson’s correlation coefficient. Seven indirect events of HDACi resistance or sensitivity were identified: NIR_5151_RP11-977G19.10, NIR_4557_IRAG2, NIR_11870_SUMO1, NIR_5347_ING4, NIR_17935_DNAJC2, NIR_17974_CBLL1, and NIR_422_SLC50A1. The potential regulatory relationships between RBPs and HDACi-sensitive RASEs were also analyzed. LEPR and HNRNPAO significantly affected NIR_11870_SUMO1, suggesting a potential regulatory relationship. Additionally, CNN1 may regulate NIR_5347_ING4, CNOT3 may regulate NIR_17935_DNAJC2, and DQX1 and LENG9 may regulate NIR_422_SLC5A1. Overall, our findings establish a theoretical foundation for the precise targeted treatment of CTCLs with HDACi.
Collapse
Affiliation(s)
- Shirong Yu
- Xinjiang Medical University, Urumqi, China
| | | | - Yuan Ding
- Department of Dermatology, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
- Xinjiang Clinical Research Center for Dermatologic Diseases, Urumqi, China
- Xinjiang Key Laboratory of Dermatology Research, Urumqi, China
| | - Xiaojing Kang
- Department of Dermatology, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
- Xinjiang Clinical Research Center for Dermatologic Diseases, Urumqi, China
- Xinjiang Key Laboratory of Dermatology Research, Urumqi, China
| | - Xiongming Pu
- Department of Dermatology, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
- Xinjiang Clinical Research Center for Dermatologic Diseases, Urumqi, China
- Xinjiang Key Laboratory of Dermatology Research, Urumqi, China
- *Correspondence: Xiongming Pu,
| |
Collapse
|
3
|
Yang H, Sun B, Xu K, He Y, Zhang T, Hall SRR, Tan ST, Schmid RA, Peng RW, Hu G, Yao F. Pharmaco-transcriptomic correlation analysis reveals novel responsive signatures to HDAC inhibitors and identifies Dasatinib as a synergistic interactor in small-cell lung cancer. EBioMedicine 2021; 69:103457. [PMID: 34224975 PMCID: PMC8264109 DOI: 10.1016/j.ebiom.2021.103457] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/05/2021] [Accepted: 06/07/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Histone acetylation/deacetylase process is one of the most studied epigenetic modifications. Histone deacetylase inhibitors (HDACis) have shown clinical benefits in haematological malignancies but failed in solid tumours due to the lack of biomarker-driven stratification. METHODS We perform integrative pharmaco-transcriptomic analysis by correlating drug response profiles of five pan-HDACis with transcriptomes of solid cancer cell lines (n=659) to systematically identify generalizable gene signatures associated with HDACis sensitivity and resistance. The established signatures are then applied to identify cancer subtypes that are potentially sensitive or resistant to HDACis, and drugs that enhance the efficacy of HDACis. Finally, the reproductivity of the established HDACis signatures is evaluated by multiple independent drug response datasets and experimental assays. FINDINGS We successfully delineate generalizable gene signatures predicting sensitivity (containing 46 genes) and resistance (containing 53 genes) to all five HDACis, with their reproductivity confirmed by multiple external sources and independent internal assays. Using the gene signatures, we identify low-grade glioma harbouring isocitrate dehydrogenase 1/2 (IDH1/2) mutation and non-YAP1-driven subsets of small-cell lung cancer (SCLC) that particularly benefit from HDACis monotherapy. Further, based on the resistance gene signature, we identify clinically-approved Dasatinib as a synthetic lethal drug with HDACi, synergizing in inducing apoptosis and reactive oxygen species on a panel of SCLC. Finally, Dasatinib significantly enhances the therapeutic efficacy of Vorinostat in SCLC xenografts. INTERPRETATION Our work establishes robust gene signatures predicting HDACis sensitivity/resistance in solid cancer and uncovers combined Dasatinib/HDACi as a synthetic lethal combination therapy for SCLC. FUNDING This work was supported by the National Natural Science Foundation of China (82072570 to F. Yao; 82002941 to B. Sun).
Collapse
Affiliation(s)
- Haitang Yang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China.
| | - Beibei Sun
- Institute for Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China
| | - Ke Xu
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China
| | - Yunfei He
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China, Shanghai, 200030, People's Republic of China
| | - Tuo Zhang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China
| | - Sean R R Hall
- Gillies McIndoe Research Institute, Wellington, 6242, New Zealand
| | - Swee T Tan
- Gillies McIndoe Research Institute, Wellington, 6242, New Zealand
| | - Ralph A Schmid
- Division of General Thoracic Surgery, Department of BioMedical Research (DBMR), Inselspital, Bern University Hospital, University of Bern, 3008, Switzerland
| | - Ren-Wang Peng
- Division of General Thoracic Surgery, Department of BioMedical Research (DBMR), Inselspital, Bern University Hospital, University of Bern, 3008, Switzerland
| | - Guohong Hu
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China, Shanghai, 200030, People's Republic of China
| | - Feng Yao
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China.
| |
Collapse
|
4
|
Lu T, Wei D, Yu K, Ma D, Xiong J, Fang Q, Wang J. Betulinic acid restores imatinib sensitivity in BCR-ABL1 kinase-independent, imatinib-resistant chronic myeloid leukemia by increasing HDAC3 ubiquitination and degradation. Ann N Y Acad Sci 2020; 1467:77-93. [PMID: 31930541 DOI: 10.1111/nyas.14298] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 11/28/2019] [Accepted: 12/18/2019] [Indexed: 12/14/2022]
Abstract
Although imatinib (IM) has been demonstrated to be an efficient treatment in chronic myeloid leukemia (CML), some patients still experience IM resistance and disease relapse. Through in vitro studies, we observed that HDAC3 levels were elevated in BCR-ABL1 kinase-independent, IM-resistant primary cells from CML patients and in IM-resistant K562 (K562R) cells and that downregulation of HDAC3 could enhance IM efficacy in K562R cells. Furthermore, betulinic acid (BA), a lupane-type pentacyclic triterpenoid saponin isolated from birch trees, restored IM sensitivity in the BCR-ABL1 kinase-independent, IM-resistant primary cells and in K562R cells, as well as in primary CD34+ bone marrow cells from CML patients. We found that BA restored IM sensitivity through inhibition of HDAC3 accumulation in cells, and that this was mediated by BA-dependent ubiquitination and degradation of HDAC3. BA at low dosage significantly increased IM antitumor effects on murine xenografts bearing K562R cells and inhibited HDAC3 expression in tumor tissue. Our findings demonstrated that HDAC3 is an essential factor in BCR-ABL1 kinase-independent IM resistance, and that BA in combination with IM may be a novel treatment strategy for overcoming IM resistance in CML.
Collapse
Affiliation(s)
- Tingting Lu
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Department of Clinical Laboratory Centre, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,School of Basic Medical Sciences, Guizhou Medical University, Guizhou, China
| | - Danna Wei
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Hematological Institute of Guizhou Province, Guizhou, China.,Guizhou Province Hematopoietic Stem Cell Transplantation Centre and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guizhou, China
| | - Kunlin Yu
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Hematological Institute of Guizhou Province, Guizhou, China.,Guizhou Province Hematopoietic Stem Cell Transplantation Centre and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guizhou, China.,Department of Pharmacy, Affiliated Hospital of Guizhou Medical University, Guizhou, China
| | - Dan Ma
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Hematological Institute of Guizhou Province, Guizhou, China.,Guizhou Province Hematopoietic Stem Cell Transplantation Centre and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guizhou, China
| | - Jie Xiong
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Hematological Institute of Guizhou Province, Guizhou, China.,Guizhou Province Hematopoietic Stem Cell Transplantation Centre and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guizhou, China
| | - Qin Fang
- Department of Pharmacy, Affiliated Hospital of Guizhou Medical University, Guizhou, China
| | - Jishi Wang
- Department of Haematology, Affiliated Hospital of Guizhou Medical University, Guizhou, China.,Hematological Institute of Guizhou Province, Guizhou, China.,Guizhou Province Hematopoietic Stem Cell Transplantation Centre and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guizhou, China
| |
Collapse
|
5
|
Takeuchi S, Hase T, Shimizu S, Ando M, Hata A, Murakami H, Kawakami T, Nagase K, Yoshimura K, Fujiwara T, Tanimoto A, Nishiyama A, Arai S, Fukuda K, Katakami N, Takahashi T, Hasegawa Y, Ko TK, Ong ST, Yano S. Phase I study of vorinostat with gefitinib in BIM deletion polymorphism/epidermal growth factor receptor mutation double-positive lung cancer. Cancer Sci 2020; 111:561-570. [PMID: 31782583 PMCID: PMC7004511 DOI: 10.1111/cas.14260] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 11/13/2019] [Accepted: 11/25/2019] [Indexed: 02/06/2023] Open
Abstract
Patients with epidermal growth factor receptor (EGFR)‐mutated non‐small cell lung cancer (NSCLC) harboring BIM deletion polymorphism (BIM deletion) have poor responses to EGFR TKI. Mechanistically, the BIM deletion induces preferential splicing of the non‐functional exon 3‐containing isoform over the functional exon 4‐containing isoform, impairing TKI‐induced, BIM‐dependent apoptosis. Histone deacetylase inhibitor, vorinostat, resensitizes BIM deletion‐containing NSCLC cells to EGFR‐TKI. In the present study, we determined the safety of vorinostat‐gefitinib combination and evaluated pharmacodynamic biomarkers of vorinostat activity. Patients with EGFR‐mutated NSCLC with the BIM deletion, pretreated with EGFR‐TKI and chemotherapy, were recruited. Vorinostat (200, 300, 400 mg) was given daily on days 1‐7, and gefitinib 250 mg was given daily on days 1‐14. Vorinostat doses were escalated based on a conventional 3 + 3 design. Pharmacodynamic markers were measured using PBMC collected at baseline and 4 hours after vorinostat dose on day 2 in cycle 1. No dose‐limiting toxicities (DLT) were observed in 12 patients. We determined 400 mg vorinostat as the recommended phase II dose (RP2D). Median progression‐free survival was 5.2 months (95% CI: 1.4‐15.7). Disease control rate at 6 weeks was 83.3% (10/12). Vorinostat preferentially induced BIM mRNA‐containing exon 4 over mRNA‐containing exon 3, acetylated histone H3 protein, and proapoptotic BIMEL protein in 11/11, 10/11, and 5/11 patients, respectively. These data indicate that RP2D was 400 mg vorinostat combined with gefitinib in BIM deletion/EGFR mutation double‐positive NSCLC. BIM mRNA exon 3/exon 4 ratio in PBMC may be a useful pharmacodynamic marker for treatment.
Collapse
Affiliation(s)
- Shinji Takeuchi
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan.,Nano Life Science Institute, Kanazawa University, Kanazawa, Japan
| | - Tetsunari Hase
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shinobu Shimizu
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan
| | - Masahiko Ando
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan
| | - Akito Hata
- Division of Integrated Oncology, Institute of Biomedical Research and Innovation, Kobe, Japan.,Department of Medical Oncology, Kobe Minimally Invasive Cancer Center, Kobe, Japan
| | - Haruyasu Murakami
- Division of Thoracic Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Takahiro Kawakami
- Innovative Clinical Research Center (iCREK), Kanazawa University Hospital, Kanazawa, Japan
| | - Katsuhiko Nagase
- Innovative Clinical Research Center (iCREK), Kanazawa University Hospital, Kanazawa, Japan
| | - Kenichi Yoshimura
- Innovative Clinical Research Center (iCREK), Kanazawa University Hospital, Kanazawa, Japan.,Department of Data Science, Center for Integrated Medical Research, Hiroshima University Hospital, Hiroshima, Japan
| | - Tadami Fujiwara
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan.,Clinical Research Center, Chiba University Hospital, Chiba, Japan
| | - Azusa Tanimoto
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Akihiro Nishiyama
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Sachiko Arai
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Koji Fukuda
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan.,Nano Life Science Institute, Kanazawa University, Kanazawa, Japan
| | - Nobuyuki Katakami
- Division of Integrated Oncology, Institute of Biomedical Research and Innovation, Kobe, Japan.,Department of Medical Oncology, Takarazuka City Hospital, Takarazuka, Japan
| | | | - Yoshinori Hasegawa
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan.,National Hospital Organization Nagoya Medical Center, Nagoya, Japan
| | - Tun Kiat Ko
- Cancer and Stem Cell Biology Signature Research Program, Duke-NUS Medical School, Singapore
| | - S Tiong Ong
- Cancer and Stem Cell Biology Signature Research Program, Duke-NUS Medical School, Singapore.,Department of Haematology, Singapore General Hospital, Singapore.,Department of Medical Oncology, National Cancer Centre Singapore, Singapore.,Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Seiji Yano
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan.,Nano Life Science Institute, Kanazawa University, Kanazawa, Japan
| |
Collapse
|
6
|
Bai Y, Ahmad D, Wang T, Cui G, Li W. Research Advances in the Use of Histone Deacetylase Inhibitors for Epigenetic Targeting of Cancer. Curr Top Med Chem 2019; 19:995-1004. [PMID: 30686256 DOI: 10.2174/1568026619666190125145110] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Revised: 11/21/2018] [Accepted: 11/25/2018] [Indexed: 12/11/2022]
Abstract
The causes and progression of cancer are controlled by epigenetic processes. The mechanisms involved in epigenetic regulation of cancer development, gene expression, and signaling pathways have been studied. Histone deacetylases (HDACs) have a major impact on chromatin remodeling and epigenetics, making their inhibitors a very interesting area of cancer research. This review comprehensively summarizes the literature regarding HDAC inhibitors (HDACis) as an anticancer treatment published in the past few years. In addition, we explain the mechanisms of their therapeutic effects on cancer. An analysis of the beneficial characteristics and drawbacks of HDACis also is presented, which will assist preclinical and clinical researchers in the design of future experiments to improve the therapeutic efficacy of these drugs and circumvent the challenges in the path of successful epigenetic therapy. Future therapeutic strategies may include a combination of HDACis and chemotherapy or other inhibitors to target multiple oncogenic signaling pathways.
Collapse
Affiliation(s)
- Yu Bai
- School of Pharmacy, Jilin Medical University, Jilin, China.,Center for Biomaterials, Jilin Medical University, Jilin, China
| | - Daid Ahmad
- Department of Nanotechnology Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Ting Wang
- Department of the Gastrointestinal Surgery, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Guihua Cui
- School of Pharmacy, Jilin Medical University, Jilin, China.,Center for Biomaterials, Jilin Medical University, Jilin, China
| | - Wenliang Li
- School of Pharmacy, Jilin Medical University, Jilin, China.,Center for Biomaterials, Jilin Medical University, Jilin, China.,Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| |
Collapse
|
7
|
Muselli F, Peyron JF, Mary D. Druggable Biochemical Pathways and Potential Therapeutic Alternatives to Target Leukemic Stem Cells and Eliminate the Residual Disease in Chronic Myeloid Leukemia. Int J Mol Sci 2019; 20:E5616. [PMID: 31717629 PMCID: PMC6888542 DOI: 10.3390/ijms20225616] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 11/06/2019] [Accepted: 11/07/2019] [Indexed: 12/14/2022] Open
Abstract
Chronic Myeloid Leukemia (CML) is a disease arising in stem cells expressing the BCR-ABL oncogenic tyrosine kinase that transforms one Hematopoietic stem/progenitor Cell into a Leukemic Stem Cell (LSC) at the origin of differentiated and proliferating leukemic cells in the bone marrow (BM). CML-LSCs are recognized as being responsible for resistances and relapses that occur despite the advent of BCR-ABL-targeting therapies with Tyrosine Kinase Inhibitors (TKIs). LSCs share a lot of functional properties with Hematopoietic Stem Cells (HSCs) although some phenotypical and functional differences have been described during the last two decades. Subverted mechanisms affecting epigenetic processes, apoptosis, autophagy and more recently metabolism and immunology in the bone marrow microenvironment (BMM) have been reported. The aim of this review is to bring together the modifications and molecular mechanisms that are known to account for TKI resistance in primary CML-LSCs and to focus on the potential solutions that can circumvent these resistances, in particular those that have been, or will be tested in clinical trials.
Collapse
MESH Headings
- Fusion Proteins, bcr-abl/antagonists & inhibitors
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Neoplasm, Residual/drug therapy
- Neoplasm, Residual/metabolism
- Neoplasm, Residual/pathology
- Neoplastic Stem Cells/drug effects
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/pathology
- Protein Kinase Inhibitors/therapeutic use
- Tumor Microenvironment/drug effects
Collapse
Affiliation(s)
| | | | - Didier Mary
- Université Côte d’Azur, Institut National de la Santé et de la Recherche Médicale (Inserm) U1065, Centre Méditerranéen de Médecine Moléculaire, CEDEX 3, 06204 Nice, France; (F.M.); (J.-F.P.)
| |
Collapse
|
8
|
Epigenetic mechanisms underlying the therapeutic effects of HDAC inhibitors in chronic myeloid leukemia. Biochem Pharmacol 2019; 173:113698. [PMID: 31706847 DOI: 10.1016/j.bcp.2019.113698] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 11/05/2019] [Indexed: 12/20/2022]
Abstract
Chronic myeloid leukemia (CML) is a hematological disorder caused by the oncogenic BCR-ABL fusion protein in more than 90% of patients. Despite the striking improvements in the management of CML patients since the introduction of tyrosine kinase inhibitors (TKis), the appearance of TKi resistance and side effects lead to treatment failure, justifying the need of novel therapeutic approaches. Histone deacetylase inhibitors (HDACis), able to modulate gene expression patterns and important cellular signaling pathways through the regulation of the acetylation status of both histone and non-histone protein targets, have been reported to display promising anti-leukemic properties alone or in combination with TKis. This review summarizes pre-clinical and clinical studies that investigated the mechanisms underlying the anticancer potential of HDACis and discusses the rationale for a combination of HDACis with TKis as a therapeutic option in CML.
Collapse
|
9
|
Bonifacio M, Stagno F, Scaffidi L, Krampera M, Di Raimondo F. Management of Chronic Myeloid Leukemia in Advanced Phase. Front Oncol 2019; 9:1132. [PMID: 31709190 PMCID: PMC6823861 DOI: 10.3389/fonc.2019.01132] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 10/10/2019] [Indexed: 12/14/2022] Open
Abstract
Management of chronic myeloid leukemia (CML) in advanced phases remains a challenge also in the era of tyrosine kinase inhibitors (TKIs) treatment. Cytogenetic clonal evolution and development of resistant mutations represent crucial events that limit the benefit of subsequent therapies in these patients. CML is diagnosed in accelerated (AP) or blast phase (BP) in <5% of patients, and the availability of effective treatments for chronic phase (CP) has dramatically reduced progressions on therapy. Due to smaller number of patients, few randomized studies are available in this setting and evidences are limited. Nevertheless, three main scenarios may be drawn: (a) patients diagnosed in AP are at higher risk of failure as compared to CP patients, but if they achieve optimal responses with frontline TKI treatment their outcome may be similarly favorable; (b) patients diagnosed in BP may be treated with TKI alone or with TKI together with conventional chemotherapy regimens, and subsequent transplant decisions should rely on kinetics of response and individual transplant risk; (c) patients in CP progressing under TKI treatment represent the most challenging population and they should be treated with alternative TKI according to the mutational profile, optional chemotherapy in BP patients, and transplant should be considered in suitable cases after return to second CP. Due to lack of validated and reliable markers to predict blast crisis and the still unsatisfactory results of treatments in this setting, prevention of progression by careful selection of frontline treatment in CP and early treatment intensification in non-optimal responders remains the main goal. Personalized evaluation of response kinetics could help in identifying patients at risk for progression.
Collapse
Affiliation(s)
| | - Fabio Stagno
- Division of Hematology With BMT, AOU Policlinico “Vittorio Emanuele”, University of Catania, Catania, Italy
| | - Luigi Scaffidi
- Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
| | - Mauro Krampera
- Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
| | - Francesco Di Raimondo
- Division of Hematology With BMT, AOU Policlinico “Vittorio Emanuele”, University of Catania, Catania, Italy
| |
Collapse
|
10
|
Bugler J, Kinstrie R, Scott MT, Vetrie D. Epigenetic Reprogramming and Emerging Epigenetic Therapies in CML. Front Cell Dev Biol 2019; 7:136. [PMID: 31380371 PMCID: PMC6652210 DOI: 10.3389/fcell.2019.00136] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 07/05/2019] [Indexed: 12/16/2022] Open
Abstract
Chronic myeloid leukemia (CML) is a hematopoietic stem cell disorder characterized by BCR-ABL1, an oncogenic fusion gene arising from the Philadelphia chromosome. The development of tyrosine kinase inhibitors (TKIs) to overcome the constitutive tyrosine kinase activity of the BCR-ABL protein has dramatically improved disease management and patient outcomes over the past 20 years. However, the majority of patients are not cured and developing novel therapeutic strategies that target epigenetic processes are a promising avenue to improve cure rates. A number of epigenetic mechanisms are altered or reprogrammed during the development and progression of CML, resulting in alterations in histone modifications, DNA methylation and dysregulation of the transcriptional machinery. In this review these epigenetic alterations are examined and the potential of epigenetic therapies are discussed as a means of eradicating residual disease and offering a potential cure for CML in combination with current therapies.
Collapse
Affiliation(s)
| | | | | | - David Vetrie
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| |
Collapse
|
11
|
Minegaki T, Suzuki A, Mori M, Tsuji S, Yamamoto S, Watanabe A, Tsuzuki T, Tsunoda T, Yamamoto A, Tsujimoto M, Nishiguchi K. Histone deacetylase inhibitors sensitize 5-fluorouracil-resistant MDA-MB-468 breast cancer cells to 5-fluorouracil. Oncol Lett 2018; 16:6202-6208. [PMID: 30333885 DOI: 10.3892/ol.2018.9388] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 08/23/2018] [Indexed: 11/06/2022] Open
Abstract
Resistance to 5-fluorouracil (5-FU) is a serious problem in cancer therapy and overcoming it is required in order to improve the efficacy of cancer chemotherapy. Histone deacetylase (HDAC) inhibitors are used in cancer treatments and, recently, it has been reported that HDAC inhibitors can overcome resistance to various anti-cancer drugs in vitro. In the present study, a 5-FU-resistant breast cancer cell line was established, and the effects of HDAC inhibitors in these cells were examined. The 5-FU-resistant cell line MDA-MB-468 (MDA468/FU) was established by continuous exposure of the parental cells to 5-FU. This subline was characterized by high resistance to 5-FU, higher mRNA expression levels of thymidylate synthetase and dihydropyrimidine dehydrogenase (DPD), and lower mRNA expression levels of uridine monophosphate synthetase (UMPS) than the parental cells. Gimeracil, a DPD inhibitor, did not affect the sensitivity of MDA468/FU cells to 5-FU. Oteracil, a UMPS inhibitor, decreased the cytotoxicity of 5-FU in MDA468 cells, but not in MDA468/FU cells. The HDAC inhibitors, valproic acid and suberanilohydroxamic acid sensitized the two cell lines to 5-FU in a concentration-dependent manner. In conclusion, the results of the present study revealed that HDAC inhibitors increase the sensitivity to 5-FU in 5-FU-sensitive and -resistant cells.
Collapse
Affiliation(s)
- Tetsuya Minegaki
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Ai Suzuki
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Misato Mori
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Shiori Tsuji
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Satoshi Yamamoto
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Airi Watanabe
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Tomoyo Tsuzuki
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Takaki Tsunoda
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Asuka Yamamoto
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Masayuki Tsujimoto
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| | - Kohshi Nishiguchi
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Kyoto Pharmaceutical University, Kyoto 607-8414, Japan
| |
Collapse
|
12
|
Than H, Lye WK, Sng C, Allen JC, Ong ST, Chuah C. BIM deletion polymorphism profiling complements prognostic values of risk scores in imatinib-treated Asian chronic myeloid leukemia patients. Leuk Lymphoma 2018; 60:234-237. [PMID: 29916288 DOI: 10.1080/10428194.2018.1461863] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Hein Than
- a Department of Hematology , Singapore General Hospital , Singapore , Singapore
| | - Weng K Lye
- b Centre for Quantitative Medicine , Duke-NUS Medical School Singapore , Singapore , Singapore
| | - Colin Sng
- a Department of Hematology , Singapore General Hospital , Singapore , Singapore
| | - John C Allen
- b Centre for Quantitative Medicine , Duke-NUS Medical School Singapore , Singapore , Singapore
| | - S Tiong Ong
- a Department of Hematology , Singapore General Hospital , Singapore , Singapore.,c Program for Cancer and Stem Cell Biology , Duke-NUS Medical School Singapore , Singapore , Singapore.,d Department of Medical Oncology , National Cancer Center Singapore , Singapore , Singapore.,e Department of Medicine , Duke University Medical Center , Durham , NC , USA
| | - Charles Chuah
- a Department of Hematology , Singapore General Hospital , Singapore , Singapore.,c Program for Cancer and Stem Cell Biology , Duke-NUS Medical School Singapore , Singapore , Singapore
| |
Collapse
|
13
|
Massimino M, Stella S, Tirrò E, Romano C, Pennisi MS, Puma A, Manzella L, Zanghì A, Stagno F, Di Raimondo F, Vigneri P. Non ABL-directed inhibitors as alternative treatment strategies for chronic myeloid leukemia. Mol Cancer 2018; 17:56. [PMID: 29455672 PMCID: PMC5817805 DOI: 10.1186/s12943-018-0805-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 02/01/2018] [Indexed: 02/07/2023] Open
Abstract
The introduction of ABL Tyrosine Kinase Inhibitors (TKIs) has significantly improved the outcome of Chronic Myeloid Leukemia (CML) patients that, in large part, achieve satisfactory hematological, cytogenetic and molecular remissions. However, approximately 15-20% fail to obtain optimal responses according to the current European Leukemia Network recommendation because of drug intolerance or resistance.Moreover, a plethora of evidence suggests that Leukemic Stem Cells (LSCs) show BCR-ABL1-independent survival. Hence, they are unresponsive to TKIs, leading to disease relapse if pharmacological treatment is discontinued.All together, these biological events generate a subpopulation of CML patients in need of alternative therapeutic strategies to overcome TKI resistance or to eradicate LSCs in order to allow cure of the disease.In this review we update the role of "non ABL-directed inhibitors" targeting signaling pathways downstream of the BCR-ABL1 oncoprotein and describe immunological approaches activating specific T cell responses against CML cells.
Collapse
MESH Headings
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/adverse effects
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Biomarkers, Tumor
- Combined Modality Therapy
- Gene Expression Regulation, Neoplastic/drug effects
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Molecular Targeted Therapy
- Signal Transduction/drug effects
- Treatment Outcome
Collapse
Affiliation(s)
- Michele Massimino
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Stefania Stella
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Elena Tirrò
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Chiara Romano
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Maria Stella Pennisi
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Adriana Puma
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Livia Manzella
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy
| | - Antonino Zanghì
- Department of Surgical Medical Sciences and Advanced Technologies, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
| | - Fabio Stagno
- Division of Hematology and Bone Marrow Transplant, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
| | - Francesco Di Raimondo
- Division of Hematology and Bone Marrow Transplant, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
- Department of Surgery, Medical and Surgical Specialties, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy
| | - Paolo Vigneri
- Department of Clinical and Experimental Medicine, University of Catania, Via Santa Sofia, 78, Catania, 95123, Italy.
- Center of Experimental Oncology and Hematology, A.O.U. Policlinico Vittorio Emanuele, Via Santa Sofia, 78, 95123, Catania, Italy.
| |
Collapse
|
14
|
Siegfried Z, Karni R. The role of alternative splicing in cancer drug resistance. Curr Opin Genet Dev 2018; 48:16-21. [DOI: 10.1016/j.gde.2017.10.001] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2017] [Revised: 09/14/2017] [Accepted: 10/02/2017] [Indexed: 12/27/2022]
|
15
|
Liu J, Bhadra M, Sinnakannu JR, Yue WL, Tan CW, Rigo F, Ong ST, Roca X. Overcoming imatinib resistance conferred by the BIM deletion polymorphism in chronic myeloid leukemia with splice-switching antisense oligonucleotides. Oncotarget 2017; 8:77567-77585. [PMID: 29100409 PMCID: PMC5652800 DOI: 10.18632/oncotarget.20658] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 07/25/2017] [Indexed: 11/25/2022] Open
Abstract
Many tyrosine kinase-driven cancers, including chronic myeloid leukemia (CML), are characterized by high response rates to specific tyrosine kinase inhibitors (TKIs) like imatinib. In East Asians, primary imatinib resistance is caused by a deletion polymorphism in Intron 2 of the BIM gene, whose product is required for TKI-induced apoptosis. The deletion biases BIM splicing from exon 4 to exon 3, generating splice isoforms lacking the exon 4-encoded pro-apoptotic BH3 domain, which impairs the ability of TKIs to induce apoptosis. We sought to identify splice-switching antisense oligonucleotides (ASOs) that block exon 3 but enhance exon 4 splicing, and thereby resensitize BIM deletion-containing cancers to imatinib. First, we mapped multiple cis-acting splicing elements around BIM exon 3 by minigene mutations, and found an exonic splicing enhancer acting via SRSF1. Second, by a systematic ASO walk, we isolated ASOs that corrected the aberrant BIM splicing. Eight of 67 ASOs increased exon 4 levels in BIM deletion-containing cells, and restored imatinib-induced apoptosis and TKI sensitivity. This proof-of-principle study proves that resistant CML cells by BIM deletion polymorphism can be resensitized to imatinib via splice-switching BIM ASOs. Future optimizations might yield a therapeutic ASO as precision-medicine adjuvant treatment for BIM-polymorphism-associated TKI-resistant CML and other cancers.
Collapse
Affiliation(s)
- Jun Liu
- School of Biological Sciences, Nanyang Technological University, Singapore
| | - Malini Bhadra
- School of Biological Sciences, Nanyang Technological University, Singapore
| | | | - Wan Lin Yue
- School of Biological Sciences, Nanyang Technological University, Singapore.,CN Yang Scholars Programme, Nanyang Technological University, Singapore
| | - Cheryl Weiqi Tan
- School of Biological Sciences, Nanyang Technological University, Singapore
| | - Frank Rigo
- Ionis Pharmaceuticals, Carlsbad, California, USA
| | - S Tiong Ong
- Cancer and Stem Cell Biology Signature Research Programme, Duke-NUS Medical School, Singapore.,Department of Haematology, Singapore General Hospital, Singapore.,Department of Medical Oncology, National Cancer Centre Singapore, Singapore.,Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Xavier Roca
- School of Biological Sciences, Nanyang Technological University, Singapore
| |
Collapse
|
16
|
Li L, Cao JQ, Liu HM, Wu Q, Pan QH, Zeng ZP, Lan YT, Li YM, Mei WJ, Wang XC, Zheng WJ. Microwave-Assisted Synthesis of Imidazo[4,5-f][1,10]phenanthroline Derivatives as Apoptosis Inducers in Chemotherapy by Stabilizing Bcl-2 G-quadruplex DNA. Molecules 2017; 22:molecules22050829. [PMID: 28531122 PMCID: PMC6154642 DOI: 10.3390/molecules22050829] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 05/11/2017] [Accepted: 05/14/2017] [Indexed: 11/27/2022] Open
Abstract
Herein, a series of imidazo[4,5-f][1,10] phenanthroline derivatives RPIP (PIP = imidazo [4,5-f][1,10] phenanthroline, R = NO2, 1; CF3, 2; Cl, 3; OH, 4) have been synthesized in yields of 82.3–94.7% at 100 °C under the irradiation of microwave. MTT assay has been utilized to evaluate the inhibitory activity (IC50) of these compounds against the growth of various tumor cells, and the results revealed that these compounds, especially 1, exhibited excellent inhibitory activity against the growth of A549 cells with IC50 of 15.03 μM. Moreover, it’s also confirmed that 1 can penetrate into the membrane of tumor cells and distribute in mitochondria when observed under microscopy, resulting apoptosis of tumor cells. The further studies showed that 1 can bind to bcl-2 G-quadruplex DNA, which demonstrated by the increase of melting point of bcl-2 G4 DNA in the presence of 1, as well as electronic titration and emission spectra. In a word, this kind of compound may develop as a potential apoptosis inducer in cancer chemotherapy via binding and stabilizing to the bcl-2 G-quadruplex DNA.
Collapse
Affiliation(s)
- Li Li
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou 510006, China.
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Jie-Qiong Cao
- Department of Chemistry, Jinan University, Guangzhou 510006, China.
| | - Hui-Min Liu
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Qiong Wu
- Department of Chemistry, Jinan University, Guangzhou 510006, China.
| | - Qiu-Hui Pan
- Department of Laboratory Medicine, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
| | - Zhi-Ping Zeng
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Yu-Tao Lan
- School of Nursing, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Yu-Mei Li
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Wen-Jie Mei
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Xi-Cheng Wang
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou 510006, China.
| | - Wen-Jie Zheng
- Department of Chemistry, Jinan University, Guangzhou 510006, China.
| |
Collapse
|