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Khade OS, Sasidharan S, Jain A, Maradani BS, Chatterjee A, Gopal D, Ravi Kumar RK, Krishnakumar S, Pandey A, Janakiraman N, Elchuri SV, Gundimeda S. Identification of dysregulation of sphingolipids in retinoblastoma using liquid chromatography-mass spectrometry. Exp Eye Res 2024; 240:109798. [PMID: 38246332 DOI: 10.1016/j.exer.2024.109798] [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: 08/19/2023] [Revised: 12/20/2023] [Accepted: 01/18/2024] [Indexed: 01/23/2024]
Abstract
Retinoblastoma (RB) is a rare ocular cancer seen in children that counts for approximately 3% of all childhood cancers. It is found that mutation in RB1, a tumour Suppressor Gene on chromosome 13 as the cause of malignancy. Retinoblastoma protein is the target for ceramide to cause apoptosis. We studied lipidomics of two RB cell lines, one aggressive cell line (NCC-RbC-51) derived from a metastatic site and one non aggressive cell line (WERI-Rb1) in comparison with a control cell line (MIO-M1). Lipid profiles of all the cell lines were studied using high resolution mass spectrometer coupled to high performance liquid chromatography. Data acquired from all the three cell lines in positive mode were analyzed to identify differentially expressed metabolites. Several phospholipids and lysophospholipids were found to be dysregulated. We observed upregulation of hexosyl ceramides, and down regulation of dihydroceramides and higher order sphingoglycolipids hinting at a hindered sphingolipid biosynthesis. The results obtained from liquid chromatography-mass spectrometry are validated by using qPCR and it was observed that genes involved in ceramide biosynthesis pathway are getting down regulated.
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Affiliation(s)
- Omkar Surendra Khade
- Institute of Bioinformatics, Bangalore, Karnataka, India; Manipal Academy of Higher Education, Mangalore, Karnataka, India
| | - Sruthy Sasidharan
- Institute of Bioinformatics, Bangalore, Karnataka, India; Manipal Academy of Higher Education, Mangalore, Karnataka, India
| | - Ankit Jain
- Institute of Bioinformatics, Bangalore, Karnataka, India
| | | | - Amit Chatterjee
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
| | - Divya Gopal
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
| | | | - Subramaniyan Krishnakumar
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, India; Department of Histopathology, Radheshyam Stem Cell Biology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
| | - Akhilesh Pandey
- Institute of Bioinformatics, Bangalore, Karnataka, India; Manipal Academy of Higher Education, Mangalore, Karnataka, India; Department of Laboratory Medicine and Pathology, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Narayanan Janakiraman
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
| | - Sailaja V Elchuri
- Department of Nanobiotechnology, Vision Research Foundation, Sankara Nethralaya, Chennai, India.
| | - Seetaramanjaneyulu Gundimeda
- Institute of Bioinformatics, Bangalore, Karnataka, India; Manipal Academy of Higher Education, Mangalore, Karnataka, India.
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2
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Hu HJ, Wang XH, Zhang TQ, Liu Y, Chen ZR, Zhang ZZ, Huang H, Tang HF, Jiang ZS. PLK1 promotes cholesterol efflux and alleviates atherosclerosis by up-regulating ABCA1 and ABCG1 expression via the AMPK/PPARγ/LXRα pathway. Biochim Biophys Acta Mol Cell Biol Lipids 2022; 1867:159221. [PMID: 35981705 DOI: 10.1016/j.bbalip.2022.159221] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 07/31/2022] [Accepted: 08/10/2022] [Indexed: 10/15/2022]
Abstract
Polo-like kinase 1 (PLK1) is a serine/threonine kinase involving lipid metabolism and cardiovascular disease. However, its role in atherogenesis has yet to be determined. The aim of this study was to observe the impact of PLK1 on macrophage lipid accumulation and atherosclerosis development and to explore the underlying mechanisms. We found a significant reduction of PLK1 expression in lipid-loaded macrophages and atherosclerosis model mice. Lentivirus-mediated overexpression of PLK1 promoted cholesterol efflux and inhibited lipid accumulation in THP-1 macrophage-derived foam cells. Mechanistic analysis revealed that PLK1 stimulated the phosphorylation of AMP-activated protein kinase (AMPK), leading to activation of the peroxisome proliferator-activated receptor γ (PPARγ)/liver X receptor α (LXRα) pathway and up-regulation of ATP binding cassette transporter A1 (ABCA1) and ABCG1 expression. Injection of lentiviral vector expressing PLK1 increased reverse cholesterol transport, improved plasma lipid profiles and decreased atherosclerotic lesion area in apoE-deficient mice fed a Western diet. PLK1 overexpression also facilitated AMPK and HSL phosphorylation and enhanced the expression of PPARγ, LXRα, ABCA1, ABCG1 and LPL in the aorta. In summary, these data suggest that PLK1 inhibits macrophage lipid accumulation and mitigates atherosclerosis by promoting ABCA1- and ABCG1-dependent cholesterol efflux via the AMPK/PPARγ/LXRα pathway.
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Affiliation(s)
- Heng-Jing Hu
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China; Department of Cardiovascular Disease and Key Lab for Atherosclerosis of Hunan Province, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Xiu-Heng Wang
- The First Affiliated Hospital, Department of Medical-record, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Tian-Qing Zhang
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Yao Liu
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Zheng-Rong Chen
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Zhi-Zhu Zhang
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Hong Huang
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Hui-Fang Tang
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Zhi-Sheng Jiang
- The First Affiliated Hospital, Department of Cardiovascular Medicine, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China; Department of Cardiovascular Disease and Key Lab for Atherosclerosis of Hunan Province, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China.
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3
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Domenick TM, Gill EL, Vedam-Mai V, Yost RA. Mass Spectrometry-Based Cellular Metabolomics: Current Approaches, Applications, and Future Directions. Anal Chem 2020; 93:546-566. [PMID: 33146525 DOI: 10.1021/acs.analchem.0c04363] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Taylor M Domenick
- Department of Chemistry, University of Florida, Gainesville, Florida 32611-7200, United States
| | - Emily L Gill
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104-4283, United States.,Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104-4283, United States
| | - Vinata Vedam-Mai
- Department of Neurology, University of Florida, Gainesville, Florida 32610, United States
| | - Richard A Yost
- Department of Chemistry, University of Florida, Gainesville, Florida 32611-7200, United States
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4
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Henderson F, Jones E, Denbigh J, Christie L, Chapman R, Hoyes E, Claude E, Williams KJ, Roncaroli F, McMahon A. 3D DESI-MS lipid imaging in a xenograft model of glioblastoma: a proof of principle. Sci Rep 2020; 10:16512. [PMID: 33020565 PMCID: PMC7536442 DOI: 10.1038/s41598-020-73518-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/15/2020] [Indexed: 12/21/2022] Open
Abstract
Desorption electrospray ionisation mass spectrometry (DESI-MS) can image hundreds of molecules in a 2D tissue section, making it an ideal tool for mapping tumour heterogeneity. Tumour lipid metabolism has gained increasing attention over the past decade; and here, lipid heterogeneity has been visualised in a glioblastoma xenograft tumour using 3D DESI-MS imaging. The use of an automatic slide loader automates 3D imaging for high sample-throughput. Glioblastomas are highly aggressive primary brain tumours, which display heterogeneous characteristics and are resistant to chemotherapy and radiotherapy. It is therefore important to understand biochemical contributions to their heterogeneity, which may be contributing to treatment resistance. Adjacent sections to those used for DESI-MS imaging were used for H&E staining and immunofluorescence to identify different histological regions, and areas of hypoxia. Comparing DESI-MS imaging with biological staining allowed association of different lipid species with hypoxic and viable tissue within the tumour, and hence mapping of molecularly different tumour regions in 3D space. This work highlights that lipids are playing an important role in the heterogeneity of this xenograft tumour model, and DESI-MS imaging can be used for lipid 3D imaging in an automated fashion to reveal heterogeneity, which is not apparent in H&E stains alone.
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Affiliation(s)
- Fiona Henderson
- Wolfson Molecular Imaging Centre, Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, M20 3LJ, UK
- Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Stopford Building, Manchester, M13 9PT, UK
| | | | | | - Lidan Christie
- Wolfson Molecular Imaging Centre, Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, M20 3LJ, UK
| | | | - Emmy Hoyes
- Waters Corporation, Wilmslow, SK9 4AX, UK
| | | | - Kaye J Williams
- Wolfson Molecular Imaging Centre, Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, M20 3LJ, UK
- Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Stopford Building, Manchester, M13 9PT, UK
| | - Federico Roncaroli
- Division of Neuroscience and Experimental Psychology, Faculty of Biology, Medicine and Health, University of Manchester and Manchester Centre for Clinical Neuroscience, Salford, UK
| | - Adam McMahon
- Wolfson Molecular Imaging Centre, Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, M20 3LJ, UK.
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5
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Robison HM, Chini CE, Comi TJ, Ryu SW, Ognjanovski E, Perry RH. Identification of lipid biomarkers of metastatic potential and gene expression (HER2/p53) in human breast cancer cell cultures using ambient mass spectrometry. Anal Bioanal Chem 2020; 412:2949-2961. [PMID: 32322955 DOI: 10.1007/s00216-020-02537-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 02/05/2020] [Accepted: 02/19/2020] [Indexed: 12/19/2022]
Abstract
In breast cancer, overexpression of human epidermal growth factor receptor 2 (HER2) correlates with overactivation of lipogenesis, mutation of tumor suppressor p53, and increased metastatic potential. The mechanisms through which lipids mediate p53, HER2, and metastatic potential are largely unknown. We have developed a desorption electrospray ionization mass spectrometry (DESI-MS) method to identify lipid biomarkers of HER2/p53 expression, metastatic potential, and disease state (viz. cancer vs. non-cancerous) in monolayer and suspension breast cancer cell cultures (metastatic potential: MCF-7, T-47D, MDA-MB-231; HER2/p53: HCC2218 (HER2+++/p53+), HCC1599 (HER2-/p53-), HCC202 (HER2++/p53-), HCC1419 (HER2+++/p53-) HCC70 (HER2-/p53+++); non-cancerous: MCF-10A). Unsupervised principal component analysis (PCA) of DESI-MS spectra enabled identification of twelve lipid biomarkers of metastatic potential and disease state, as well as ten lipids that distinguish cell lines based on HER2/p53 expression levels (> 200 lipids were identified per cell line). In addition, we developed a DESI-MS imaging (DESI-MSI) method for mapping the spatial distribution of lipids in metastatic spheroids (MDA-MB-231). Of the twelve lipids that correlate with changes in the metastatic potential of monolayer cell cultures, three were localized to the necrotic core of spheroids, indicating a potential role in promoting cancer cell survival in nutrient-deficient environments. One lipid species, which was not detected in monolayer MDA-MB-231 cultures, was spatially localized to the periphery of the spheroid, suggesting a potential role in invasion and/or proliferation. These results demonstrate that combining DESI-MS/PCA of monolayer and suspension cell cultures with DESI-MSI of spheroids is a promising approach for identifying lipid biomarkers of specific genotypes and phenotypes, as well as elucidating the potential function of these biomarkers in breast cancer. Graphical Absract.
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Affiliation(s)
- Heather M Robison
- Department of Chemistry, University of Illinois, Urbana, IL, 61801, USA
| | - Corryn E Chini
- Department of Chemistry, University of Illinois, Urbana, IL, 61801, USA
| | - Troy J Comi
- Department of Chemistry, University of Illinois, Urbana, IL, 61801, USA
| | - Seung Woo Ryu
- Department of Chemistry, University of Illinois, Urbana, IL, 61801, USA
| | - Elaine Ognjanovski
- Department of Chemistry and Physics, Nova Southeastern University, Fort Lauderdale, FL, 33314, USA
| | - Richard H Perry
- Department of Chemistry, University of Illinois, Urbana, IL, 61801, USA. .,Department of Chemistry and Physics, Nova Southeastern University, Fort Lauderdale, FL, 33314, USA.
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6
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Rustam YH, Reid GE. Analytical Challenges and Recent Advances in Mass Spectrometry Based Lipidomics. Anal Chem 2017; 90:374-397. [PMID: 29166560 DOI: 10.1021/acs.analchem.7b04836] [Citation(s) in RCA: 209] [Impact Index Per Article: 29.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Yepy H Rustam
- Department of Biochemistry and Molecular Biology, University of Melbourne , Parkville, Victoria 3010, Australia
| | - Gavin E Reid
- Department of Biochemistry and Molecular Biology, University of Melbourne , Parkville, Victoria 3010, Australia.,School of Chemistry, University of Melbourne , Parkville, Victoria 3010, Australia.,Bio21 Molecular Science and Biotechnology Institute, University of Melbourne , Parkville, Victoria 3010, Australia
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7
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Subramanian N, Srimany A, Kanwar JR, Kanwar RK, Akilandeswari B, Rishi P, Khetan V, Vasudevan M, Pradeep T, Krishnakumar S. Nucleolin-aptamer therapy in retinoblastoma: molecular changes and mass spectrometry-based imaging. MOLECULAR THERAPY. NUCLEIC ACIDS 2016; 5:e358. [PMID: 27574784 PMCID: PMC5023409 DOI: 10.1038/mtna.2016.70] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 07/21/2016] [Indexed: 12/17/2022]
Abstract
Retinoblastoma (RB) is an intraocular childhood tumor which, if left untreated, leads to blindness and mortality. Nucleolin (NCL) protein which is differentially expressed on the tumor cell surface, binds ligands and regulates carcinogenesis and angiogenesis. We found that NCL is over expressed in RB tumor tissues and cell lines compared to normal retina. We studied the effect of nucleolin-aptamer (NCL-APT) to reduce proliferation in RB tumor cells. Aptamer treatment on the RB cell lines (Y79 and WERI-Rb1) led to significant inhibition of cell proliferation. Locked nucleic acid (LNA) modified NCL-APT administered subcutaneously (s.c.) near tumor or intraperitoneally (i.p.) in Y79 xenografted nude mice resulted in 26 and 65% of tumor growth inhibition, respectively. Downregulation of inhibitor of apoptosis proteins, tumor miRNA-18a, altered serum cytokines, and serum miRNA-18a levels were observed upon NCL-APT treatment. Desorption electrospray ionization mass spectrometry (DESI MS)-based imaging of cell lines and tumor tissues revealed changes in phosphatidylcholines levels upon treatment. Thus, our study provides proof of concept illustrating NCL-APT-based targeted therapeutic strategy and use of DESI MS-based lipid imaging in monitoring therapeutic responses in RB.
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Affiliation(s)
- Nithya Subramanian
- Department of Nanobiotechnology, Vision Research Foundation, Kamalnayan Bajaj Institute for Research in Vision and Ophthalmology, Chennai, India.,Nanomedicine Laboratory of Immunology and Molecular Biomedical Research (NLIMBR), School of Medicine (SoM), Centre for Molecular and Medical Research (C-MMR), Faculty of Health, Deakin University, Geelong, Australia
| | - Amitava Srimany
- DST Unit of Nanoscience and Thematic Unit of Excellence, Department of Chemistry, Indian Institute of Technology Madras, Chennai, India
| | - Jagat R Kanwar
- Nanomedicine Laboratory of Immunology and Molecular Biomedical Research (NLIMBR), School of Medicine (SoM), Centre for Molecular and Medical Research (C-MMR), Faculty of Health, Deakin University, Geelong, Australia
| | - Rupinder K Kanwar
- Nanomedicine Laboratory of Immunology and Molecular Biomedical Research (NLIMBR), School of Medicine (SoM), Centre for Molecular and Medical Research (C-MMR), Faculty of Health, Deakin University, Geelong, Australia
| | - Balachandran Akilandeswari
- Department of Nanobiotechnology, Vision Research Foundation, Kamalnayan Bajaj Institute for Research in Vision and Ophthalmology, Chennai, India
| | - Pukhraj Rishi
- Department of Ocular Oncology and Vitreo Retina, Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Vikas Khetan
- Department of Ocular Oncology and Vitreo Retina, Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | | | - Thalappil Pradeep
- DST Unit of Nanoscience and Thematic Unit of Excellence, Department of Chemistry, Indian Institute of Technology Madras, Chennai, India
| | - Subramanian Krishnakumar
- Department of Nanobiotechnology, Vision Research Foundation, Kamalnayan Bajaj Institute for Research in Vision and Ophthalmology, Chennai, India.,L&T Ocular Pathology Department, Vision Research Foundation, Kamalnayan Bajaj Institute for Research in Vision and Ophthalmology, Chennai, India
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