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Dai XF, Yang YX, Yang BZ. Glycosylation editing: an innovative therapeutic opportunity in precision oncology. Mol Cell Biochem 2024:10.1007/s11010-024-05033-w. [PMID: 38861100 DOI: 10.1007/s11010-024-05033-w] [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: 11/17/2023] [Accepted: 05/06/2024] [Indexed: 06/12/2024]
Abstract
Cancer is still one of the most arduous challenges in the human society, even though humans have found many ways to try to conquer it. With our incremental understandings on the impact of sugar on human health, the clinical relevance of glycosylation has attracted our attention. The fact that altered glycosylation profiles reflect and define different health statuses provide novel opportunities for cancer diagnosis and therapeutics. By reviewing the mechanisms and critical enzymes involved in protein, lipid and glycosylation, as well as current use of glycosylation for cancer diagnosis and therapeutics, we identify the pivotal connection between glycosylation and cellular redox status and, correspondingly, propose the use of redox modulatory tools such as cold atmospheric plasma (CAP) in cancer control via glycosylation editing. This paper interrogates the clinical relevance of glycosylation on cancer and has the promise to provide new ideas for laboratory practice of cold atmospheric plasma (CAP) and precision oncology therapy.
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Affiliation(s)
- Xiao-Feng Dai
- National Local Joint Engineering Research Center for Precision Surgery & Regenerative Medicine, Shaanxi Provincial Center for Regenerative Medicine and Surgical Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China.
| | - Yi-Xuan Yang
- National Local Joint Engineering Research Center for Precision Surgery & Regenerative Medicine, Shaanxi Provincial Center for Regenerative Medicine and Surgical Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Bo-Zhi Yang
- National Local Joint Engineering Research Center for Precision Surgery & Regenerative Medicine, Shaanxi Provincial Center for Regenerative Medicine and Surgical Engineering, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
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2
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Hodgson K, Orozco-Moreno M, Goode EA, Fisher M, Garnham R, Beatson R, Turner H, Livermore K, Zhou Y, Wilson L, Visser EA, Pijnenborg JF, Eerden N, Moons SJ, Rossing E, Hysenaj G, Krishna R, Peng Z, Nangkana KP, Schmidt EN, Duxfield A, Dennis EP, Heer R, Lawson MA, Macauley M, Elliott DJ, Büll C, Scott E, Boltje TJ, Drake RR, Wang N, Munkley J. Sialic acid blockade inhibits the metastatic spread of prostate cancer to bone. EBioMedicine 2024; 104:105163. [PMID: 38772281 PMCID: PMC11134892 DOI: 10.1016/j.ebiom.2024.105163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 05/02/2024] [Accepted: 05/06/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND Bone metastasis is a common consequence of advanced prostate cancer. Bisphosphonates can be used to manage symptoms, but there are currently no curative treatments available. Altered tumour cell glycosylation is a hallmark of cancer and is an important driver of a malignant phenotype. In prostate cancer, the sialyltransferase ST6GAL1 is upregulated, and studies show ST6GAL1-mediated aberrant sialylation of N-glycans promotes prostate tumour growth and disease progression. METHODS Here, we monitor ST6GAL1 in tumour and serum samples from men with aggressive prostate cancer and using in vitro and in vivo models we investigate the role of ST6GAL1 in prostate cancer bone metastasis. FINDINGS ST6GAL1 is upregulated in patients with prostate cancer with tumours that have spread to the bone and can promote prostate cancer bone metastasis in vivo. The mechanisms involved are multi-faceted and involve modification of the pre-metastatic niche towards bone resorption to promote the vicious cycle, promoting the development of M2 like macrophages, and the regulation of immunosuppressive sialoglycans. Furthermore, using syngeneic mouse models, we show that inhibiting sialylation can block the spread of prostate tumours to bone. INTERPRETATION Our study identifies an important role for ST6GAL1 and α2-6 sialylated N-glycans in prostate cancer bone metastasis, provides proof-of-concept data to show that inhibiting sialylation can suppress the spread of prostate tumours to bone, and highlights sialic acid blockade as an exciting new strategy to develop new therapies for patients with advanced prostate cancer. FUNDING Prostate Cancer Research and the Mark Foundation For Cancer Research, the Medical Research Council and Prostate Cancer UK.
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Affiliation(s)
- Kirsty Hodgson
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Margarita Orozco-Moreno
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Emily Archer Goode
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Matthew Fisher
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Rebecca Garnham
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Richard Beatson
- Centre for Inflammation and Tissue Repair, UCL Respiratory, Division of Medicine, University College London (UCL), Rayne 9 Building, London WC1E 6JF, UK
| | - Helen Turner
- Cellular Pathology, The Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne NE1 4LP, UK
| | - Karen Livermore
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Yuhan Zhou
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Laura Wilson
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Paul O'Gorman Building, Newcastle upon Tyne NE2 4HH, UK
| | - Eline A Visser
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | | | - Nienke Eerden
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands; GlycoTherapeutics B.V., Nijmegen, the Netherlands
| | | | - Emiel Rossing
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | - Gerald Hysenaj
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Rashi Krishna
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Ziqian Peng
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Kyla Putri Nangkana
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Edward N Schmidt
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada; Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2E1, Canada
| | - Adam Duxfield
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK; International Centre for Life, Biosciences Institute, Newcastle University, Newcastle Upon Tyne NE1 3BZ, UK
| | - Ella P Dennis
- International Centre for Life, Biosciences Institute, Newcastle University, Newcastle Upon Tyne NE1 3BZ, UK
| | - Rakesh Heer
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Paul O'Gorman Building, Newcastle upon Tyne NE2 4HH, UK; Department of Urology, Freeman Hospital, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne NE7 7DN, UK
| | - Michelle A Lawson
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Matthew Macauley
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada; Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2E1, Canada
| | - David J Elliott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Christian Büll
- Biomolecular Chemistry, Institute for Molecules and Materials, Radboud University Nijmegen, the Netherlands
| | - Emma Scott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Thomas J Boltje
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | - Richard R Drake
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Ning Wang
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK; Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, LE2 7LX, UK.
| | - Jennifer Munkley
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK.
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3
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Zhuang X, Woods J, Ji Y, Scheich S, Mo F, Rajagopalan S, Coulibaly ZA, Voss M, Urlaub H, Staudt LM, Pan KT, Long EO. Functional genomics identifies N-acetyllactosamine extension of complex N-glycans as a mechanism to evade lysis by natural killer cells. Cell Rep 2024; 43:114105. [PMID: 38619967 PMCID: PMC11170631 DOI: 10.1016/j.celrep.2024.114105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 12/31/2023] [Accepted: 03/28/2024] [Indexed: 04/17/2024] Open
Abstract
Natural killer (NK) cells are primary defenders against cancer precursors, but cancer cells can persist by evading immune surveillance. To investigate the genetic mechanisms underlying this evasion, we perform a genome-wide CRISPR screen using B lymphoblastoid cells. SPPL3, a peptidase that cleaves glycosyltransferases in the Golgi, emerges as a top hit facilitating evasion from NK cytotoxicity. SPPL3-deleted cells accumulate glycosyltransferases and complex N-glycans, disrupting not only binding of ligands to NK receptors but also binding of rituximab, a CD20 antibody approved for treating B cell cancers. Notably, inhibiting N-glycan maturation restores receptor binding and sensitivity to NK cells. A secondary CRISPR screen in SPPL3-deficient cells identifies B3GNT2, a transferase-mediating poly-LacNAc extension, as crucial for resistance. Mass spectrometry confirms enrichment of N-glycans bearing poly-LacNAc upon SPPL3 loss. Collectively, our study shows the essential role of SPPL3 and poly-LacNAc in cancer immune evasion, suggesting a promising target for cancer treatment.
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Affiliation(s)
- Xiaoxuan Zhuang
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD 20852, USA; Lymphoid Malignancies Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
| | - James Woods
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD 20852, USA
| | - Yanlong Ji
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany; Bioanalytics, Institute of Clinical Chemistry, University Medical Center Göttingen, 37075 Göttingen, Germany; Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany
| | - Sebastian Scheich
- Lymphoid Malignancies Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Fei Mo
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sumati Rajagopalan
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD 20852, USA
| | - Zana A Coulibaly
- Lymphoid Malignancies Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Matthias Voss
- Institute of Biochemistry, Kiel University, 24118 Kiel, Germany
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany; Bioanalytics, Institute of Clinical Chemistry, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Louis M Staudt
- Lymphoid Malignancies Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kuan-Ting Pan
- Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany
| | - Eric O Long
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD 20852, USA.
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Nie H, Saini P, Miyamoto T, Liao L, Zielinski RJ, Liu H, Zhou W, Wang C, Murphy B, Towers M, Yang T, Qi Y, Kannan T, Kossenkov A, Tateno H, Claiborne DT, Zhang N, Abdel-Mohsen M, Zhang R. Targeting branched N-glycans and fucosylation sensitizes ovarian tumors to immune checkpoint blockade. Nat Commun 2024; 15:2853. [PMID: 38565883 PMCID: PMC10987604 DOI: 10.1038/s41467-024-47069-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 03/19/2024] [Indexed: 04/04/2024] Open
Abstract
Aberrant glycosylation is a crucial strategy employed by cancer cells to evade cellular immunity. However, it's unclear whether homologous recombination (HR) status-dependent glycosylation can be therapeutically explored. Here, we show that the inhibition of branched N-glycans sensitizes HR-proficient, but not HR-deficient, epithelial ovarian cancers (EOCs) to immune checkpoint blockade (ICB). In contrast to fucosylation whose inhibition sensitizes EOCs to anti-PD-L1 immunotherapy regardless of HR-status, we observe an enrichment of branched N-glycans on HR-proficient compared to HR-deficient EOCs. Mechanistically, BRCA1/2 transcriptionally promotes the expression of MGAT5, the enzyme responsible for catalyzing branched N-glycans. The branched N-glycans on HR-proficient tumors augment their resistance to anti-PD-L1 by enhancing its binding with PD-1 on CD8+ T cells. In orthotopic, syngeneic EOC models in female mice, inhibiting branched N-glycans using 2-Deoxy-D-glucose sensitizes HR-proficient, but not HR-deficient EOCs, to anti-PD-L1. These findings indicate branched N-glycans as promising therapeutic targets whose inhibition sensitizes HR-proficient EOCs to ICB by overcoming immune evasion.
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Affiliation(s)
- Hao Nie
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Pratima Saini
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Taito Miyamoto
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Liping Liao
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Rafal J Zielinski
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Heng Liu
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Wei Zhou
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Chen Wang
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Brennah Murphy
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Martina Towers
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Tyler Yang
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Yuan Qi
- Department of Bioinformatics & Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
| | - Toshitha Kannan
- Bioinformatics Facility, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Andrew Kossenkov
- Gene Expression and Regulation Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Hiroaki Tateno
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, 305-8566, Japan
| | - Daniel T Claiborne
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Nan Zhang
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Mohamed Abdel-Mohsen
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, PA, 19104, USA.
| | - Rugang Zhang
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA.
- Immunology, Microenvironment and Metastasis Program, The Wistar Institute, Philadelphia, PA, 19104, USA.
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5
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Cressey R, Han MTT, Khaodee W, Xiyuan G, Qing Y. Navigating PRKCSH's impact on cancer: from N-linked glycosylation to death pathway and anti-tumor immunity. Front Oncol 2024; 14:1378694. [PMID: 38571496 PMCID: PMC10987803 DOI: 10.3389/fonc.2024.1378694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 03/08/2024] [Indexed: 04/05/2024] Open
Abstract
PRKCSH, also known as Glucosidase II beta subunit (GluIIβ), is a crucial component of the endoplasmic reticulum (ER) quality control system for N-linked glycosylation, essential for identifying and eliminating misfolded proteins. Glucosidase II consists of the catalytic alpha subunit (GluIIα) and the regulatory beta subunit (GluIIβ), ensuring proper protein folding and release from the ER. The induction of PRKCSH in cancer and its interaction with various cellular components suggest broader roles beyond its previously known functions. Mutations in the PRKCSH gene are linked to autosomal dominant polycystic liver disease (ADPLD). Alternative splicing generates distinct PRKCSH isoforms, which can influence processes like epithelial-mesenchymal transition (EMT) and the proliferation of lung cancer cells. PRKCSH's involvement in cancer is multifaceted, impacting cell growth, metastasis, and response to growth factors. Additionally, PRKCSH orchestrates cell death programs, affecting both autophagy and apoptosis. Its role in facilitating N-linked glycoprotein release from the ER is hypothesized to assist cancer cells in managing increased demand and ER stress. Moreover, PRKCSH modulates anti-tumor immunity, with its suppression augmenting NK cell and T cell activity, promising enhanced cancer therapy. PRKCSH's diverse functions, including regulation of IGF1R and IRE1α, implicate it as a therapeutic target and biomarker in cancer immunotherapy. However, targeting its glucosidase II activity alone may not fully counteract its effects, suggesting broader mechanisms in cancer development. Further investigations are needed to elucidate PRKCSH's precise role and validate its therapeutic potential in cancer treatment.
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Affiliation(s)
- Ratchada Cressey
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
- Cancer Research Unit, Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Moe Thi Thi Han
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Worapong Khaodee
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Guo Xiyuan
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
- Public Experimental Technology Center School of Basic Medical Sciences, Southwest Medical University, Luzhou, China
| | - Yuan Qing
- Public Experimental Technology Center School of Basic Medical Sciences, Southwest Medical University, Luzhou, China
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6
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Skvortsova L, Abdikerim S, Yergali K, Mit N, Perfilyeva A, Omarbayeva N, Zhunussova A, Kachiyeva Z, Sadykova T, Bekmanov B, Kaidarova D, Djansugurova L, Zhunussova G. Association of Genetic Markers with the Risk of Early-Onset Breast Cancer in Kazakh Women. Genes (Basel) 2024; 15:108. [PMID: 38254997 PMCID: PMC10815330 DOI: 10.3390/genes15010108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/10/2024] [Accepted: 01/15/2024] [Indexed: 01/24/2024] Open
Abstract
Breast cancer is a global health problem. It is an age-dependent disease, but cases of early-onset breast cancer (eBC) are gradually increasing. There are many unresolved questions regarding eBC risk factors, mechanisms of development and screening. Only 10% of eBC cases are due to mutations in the BRCA1/BRCA2 genes, and 90% have a more complex genetic background. This poses a significant challenge to timely cancer detection in young women and highlights the need for research and awareness. Therefore, identifying genetic risk factors for eBC is essential to solving these problems. This study represents an association analysis of 144 eBC cases and 163 control participants to identify genetic markers associated with eBC risks in Kazakh women. We performed a two-stage approach in association analysis to assess genetic predisposition to eBC. First-stage genome-wide association analysis revealed two risk intronic loci in the CHI3L2 gene (p = 5.2 × 10-6) and MGAT5 gene (p = 8.4 × 10-6). Second-stage exonic polymorphisms haplotype analysis showed significant risks for seven haplotypes (p < 9.4 × 10-4). These results point to the importance of studying medium- and low-penetrant genetic markers in their haplotype combinations for a detailed understanding of the role of detected genetic markers in eBC development and prediction.
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Affiliation(s)
- Liliya Skvortsova
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
| | - Saltanat Abdikerim
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
- Department of Molecular Biology and Genetics, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Kanagat Yergali
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
| | - Natalya Mit
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
| | - Anastassiya Perfilyeva
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
| | - Nazgul Omarbayeva
- Breast Cancer Department, Kazakh Institute of Oncology and Radiology, Almaty 050060, Kazakhstan; (N.O.); (T.S.); (D.K.)
- Oncology Department, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan
| | - Aigul Zhunussova
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
| | - Zulfiya Kachiyeva
- Research Institute of Applied and Fundamental Medicine, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan;
| | - Tolkyn Sadykova
- Breast Cancer Department, Kazakh Institute of Oncology and Radiology, Almaty 050060, Kazakhstan; (N.O.); (T.S.); (D.K.)
- Oncology Department, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan
| | - Bakhytzhan Bekmanov
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
- Department of Molecular Biology and Genetics, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Dilyara Kaidarova
- Breast Cancer Department, Kazakh Institute of Oncology and Radiology, Almaty 050060, Kazakhstan; (N.O.); (T.S.); (D.K.)
- Oncology Department, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan
| | - Leyla Djansugurova
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
- Department of Molecular Biology and Genetics, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Gulnur Zhunussova
- Laboratory of Molecular Genetics, Institute of Genetics and Physiology, Almaty 050060, Kazakhstan; (L.S.); (S.A.); (K.Y.); (N.M.); (A.P.); (A.Z.); (B.B.); (L.D.)
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