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Gbadamosi MO, Bhise N, Ghosh TM, Molchan EK, Streeks K, Puglise J, Ohaegbulam A, Makarem M, Olabige O, Yang C, Ricks-Santi L, Mitchell DA, Fridley BL, Lamba JK. A genome-wide association study using HapMap cell lines reveals modulators of cellular response to cyclophosphamide. Future Oncol 2025:1-14. [PMID: 40356407 DOI: 10.1080/14796694.2025.2501517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
AIMS This study identifies single-nucleotide polymorphisms (SNPs) associated with cellular response to cyclophosphamide (CTX) using phosphoramide mustard (PM), its primary cytotoxic metabolite, and explores the downstream consequences for breast cancer (BC) patients. METHODS We analyzed 1,978,545 SNPs from EBV-transformed lymphoblastic cell lines (LCLs) derived from 53 unrelated European individuals, in a genome-wide association study using cellular PM sensitivity data. We filtered SNPs associated with PM sensitivity (p < 5 × 10-5) predicted to overlap with regulatory elements in breast tissue using a chromatin state prediction model. We then assessed the consequences using LCL transcriptomic data and data from BC patients treated with (ACT-BC; N = 155) and without CTX. RESULTS Twenty SNPs were filtered out including rs12408401, which was associated with PM resistance (p = 3.89 × 10-5), potentially disrupted a CTCF-loop, and was associated with increased RFX5 expression (p = 0.036), which was associated with poor disease-free interval in ACT-BC patients (HR = 5.32; p = 0.028); and rs784562, which was associated with improved PM sensitivity (p = 6.41 × 10-6), potentially altered nearby enhancer functionality, and reduced expression of KRT72 which was associated with poor progression-free survival in ACT-BC patients (HR = 3.61; p = 0.040). CONCLUSION Our study identifies SNPs significantly associated with cellular CTX response with potential mechanistic and clinical relevance, thereby providing insights toward optimized CTX treatment strategies.
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Affiliation(s)
- Mohammed O Gbadamosi
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
- Department of Neurosurgery, Brain Tumor Immunotherapy Program, Preston A. Wells Jr. Center for Brain Tumor Therapy, University of Florida, Gainesville, FL, USA
- University of Florida Health Cancer Center, Gainesville, FL, USA
| | - Neha Bhise
- Department of Experimental & Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
| | - Taraswi Mitra Ghosh
- Department of Experimental & Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Elizabeth K Molchan
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
- Department of Neurosurgery, Brain Tumor Immunotherapy Program, Preston A. Wells Jr. Center for Brain Tumor Therapy, University of Florida, Gainesville, FL, USA
| | - Kathleen Streeks
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
| | - Jason Puglise
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
| | - Alyssa Ohaegbulam
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
| | - Mariana Makarem
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
| | - Oluwaseyi Olabige
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
- Department of Neurosurgery, Brain Tumor Immunotherapy Program, Preston A. Wells Jr. Center for Brain Tumor Therapy, University of Florida, Gainesville, FL, USA
| | - Changlin Yang
- Department of Neurosurgery, Brain Tumor Immunotherapy Program, Preston A. Wells Jr. Center for Brain Tumor Therapy, University of Florida, Gainesville, FL, USA
| | - Luisel Ricks-Santi
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
| | - Duane A Mitchell
- Department of Neurosurgery, Brain Tumor Immunotherapy Program, Preston A. Wells Jr. Center for Brain Tumor Therapy, University of Florida, Gainesville, FL, USA
- University of Florida Health Cancer Center, Gainesville, FL, USA
| | - Brooke L Fridley
- Division of Health Services and Outcomes Research, Children's Mercy, Kansas City, MO, USA
| | - Jatinder K Lamba
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, Gainesville, FL, USA
- University of Florida Health Cancer Center, Gainesville, FL, USA
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Reed CJ, Hutinet G, de Crécy-Lagard V. Comparative Genomic Analysis of the DUF34 Protein Family Suggests Role as a Metal Ion Chaperone or Insertase. Biomolecules 2021; 11:1282. [PMID: 34572495 PMCID: PMC8469502 DOI: 10.3390/biom11091282] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/20/2021] [Accepted: 08/24/2021] [Indexed: 12/12/2022] Open
Abstract
Members of the DUF34 (domain of unknown function 34) family, also known as the NIF3 protein superfamily, are ubiquitous across superkingdoms. Proteins of this family have been widely annotated as "GTP cyclohydrolase I type 2" through electronic propagation based on one study. Here, the annotation status of this protein family was examined through a comprehensive literature review and integrative bioinformatic analyses that revealed varied pleiotropic associations and phenotypes. This analysis combined with functional complementation studies strongly challenges the current annotation and suggests that DUF34 family members may serve as metal ion insertases, chaperones, or metallocofactor maturases. This general molecular function could explain how DUF34 subgroups participate in highly diversified pathways such as cell differentiation, metal ion homeostasis, pathogen virulence, redox, and universal stress responses.
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Affiliation(s)
- Colbie J. Reed
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32611, USA; (C.J.R.); (G.H.)
| | - Geoffrey Hutinet
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32611, USA; (C.J.R.); (G.H.)
| | - Valérie de Crécy-Lagard
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32611, USA; (C.J.R.); (G.H.)
- Genetics Institute, University of Florida, Gainesville, FL 32611, USA
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Wang SR, Chen X, Ling S, Ni RZ, Guo H, Xu JW. MicroRNA expression, targeting, release dynamics and early-warning biomarkers in acute cardiotoxicity induced by triptolide in rats. Biomed Pharmacother 2019; 111:1467-1477. [PMID: 30841462 DOI: 10.1016/j.biopha.2018.12.109] [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: 10/09/2018] [Revised: 12/13/2018] [Accepted: 12/23/2018] [Indexed: 12/21/2022] Open
Abstract
Tripterygium wilfordii Hook. F. is a plant used in traditional Chinese medicine to treat rheumatoid arthritis, lupus erythematosus, and psoriasis in China. However, its main active substance, triptolide, has toxic effects on the heart, liver, and kidneys, which limit its clinical application. Therefore, determining the mechanism of cardiotoxicity in triptolide and identifying effective early-warning biomarkers is beneficial for preventing irreversible myocardial injury. We observed changes in microRNAs and aryl hydrocarbon receptor (AhR) as potential biomarkers in triptolide-induced acute cardiotoxicity by using techniques such as polymerase chain reaction (PCR) assay. The results revealed that triptolide increased the heart/body ratio and caused myocardial fiber breakage, cardiomyocyte hypertrophy, increased cell gaps, and nuclear dissolution in treated male rats. Real-time PCR array detection revealed a more than 2-fold increase in the expression of 108 microRNA genes in the hearts of the male rats; this not only regulated the signaling pathways of ErbB, FOXO, AMPK, Hippo, HIF-1α, mTOR, and PI3K-Akt but also participated in biological processes such as cell adhesion, cell cycling, action potential, locomotory behavior, apoptosis, and DNA binding. Moreover, triptolide reduced the circulatory and cardiac levels of AhR protein as a target of these microRNAs and the messenger RNA expression of its downstream gene CYP1 A1. However, decreases in myocardial lactate dehydrogenase, creatine kinase MB, catalase, and glutathione peroxidase activity and an increase in circulating cardiac troponin I were observed only in male rats. Moreover, plasma microRNAs exhibited dynamic change. These results revealed that circulating microRNAs and AhR protein are potentially early-warning biomarkers for triptolide-induced cardiotoxicity.
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Affiliation(s)
- Shu-Rong Wang
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xiaomiao Chen
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Shuang Ling
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Rong-Zhen Ni
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Huining Guo
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Jin-Wen Xu
- Epigenetics Laboratory, Institute of Interdisciplinary Medical Science, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.
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Genomic and transcriptomic comparison of allergen and silver nanoparticle-induced mast cell degranulation reveals novel non-immunoglobulin E mediated mechanisms. PLoS One 2018; 13:e0193499. [PMID: 29566008 PMCID: PMC5863960 DOI: 10.1371/journal.pone.0193499] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 02/12/2018] [Indexed: 02/07/2023] Open
Abstract
Mast cells represent a crucial cell type in host defense; however, maladaptive responses are contributing factors in the pathogenesis of allergic diseases. Previous work in our laboratory has shown that exposure to silver nanoparticles (AgNPs) results in mast cell degranulation via a non-immunoglobulin E (IgE) mechanism. In this study, we utilized a systems biology approach to identify novel genetic factors playing a role in AgNP-induced mast cell degranulation compared to the classical activation by antigen-mediated FcεRI crosslinking. Mast cell degranulation was assessed in bone marrow-derived mast cells isolated from 23 strains of mice following exposure to AgNPs or FcεRI crosslinking with dinitrophenyl (DNP). Utilizing strain-dependent mast cell degranulation, an association mapping study identified 3 chromosomal regions that were significantly associated with mast cell degranulation by AgNP and one non-overlapping region associated with DNP-mediated degranulation. Two of the AgNP-associated regions correspond to genes previously reported to be associated with allergic disorders (Trac2 on chromosome 1 and Traf6 on chromosome 2) and an uncharacterized gene identified on chromosome 1 (Fam126b). In conjunction, RNA-sequencing performed on mast cells from the high and low responder strains revealed 3754 and 34 differentially expressed genes that were unique to DNP and AgNP exposures, respectively. Select candidate genes include Ptger4, a gene encoding a G-protein coupled receptor in addition to a multifunctional adaptor protein, Txnip, that may be driving mast cell degranulation by AgNP. Taken together, we identified novel genes that have not been previously shown to play a role in nanoparticle-mediated mast cell activation. With further functional evaluation in the future, these genes may be potential therapeutic targets in the treatment of non-IgE mediated mast cell-linked disorders.
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Tsuchiya Y, Nakabayashi O, Nakano H. FLIP the Switch: Regulation of Apoptosis and Necroptosis by cFLIP. Int J Mol Sci 2015; 16:30321-41. [PMID: 26694384 PMCID: PMC4691174 DOI: 10.3390/ijms161226232] [Citation(s) in RCA: 123] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 12/09/2015] [Accepted: 12/11/2015] [Indexed: 12/11/2022] Open
Abstract
cFLIP (cellular FLICE-like inhibitory protein) is structurally related to caspase-8 but lacks proteolytic activity due to multiple amino acid substitutions of catalytically important residues. cFLIP protein is evolutionarily conserved and expressed as three functionally different isoforms in humans (cFLIPL, cFLIPS, and cFLIPR). cFLIP controls not only the classical death receptor-mediated extrinsic apoptosis pathway, but also the non-conventional pattern recognition receptor-dependent apoptotic pathway. In addition, cFLIP regulates the formation of the death receptor-independent apoptotic platform named the ripoptosome. Moreover, recent studies have revealed that cFLIP is also involved in a non-apoptotic cell death pathway known as programmed necrosis or necroptosis. These functions of cFLIP are strictly controlled in an isoform-, concentration- and tissue-specific manner, and the ubiquitin-proteasome system plays an important role in regulating the stability of cFLIP. In this review, we summarize the current scientific findings from biochemical analyses, cell biological studies, mathematical modeling, and gene-manipulated mice models to illustrate the critical role of cFLIP as a switch to determine the destiny of cells among survival, apoptosis, and necroptosis.
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Affiliation(s)
- Yuichi Tsuchiya
- Department of Biochemistry, Toho University School of Medicine, Tokyo 143-8540, Japan.
| | - Osamu Nakabayashi
- Department of Biochemistry, Toho University School of Medicine, Tokyo 143-8540, Japan.
| | - Hiroyasu Nakano
- Department of Biochemistry, Toho University School of Medicine, Tokyo 143-8540, Japan.
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