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Collinson RJ, Wilson L, Boey D, Ng ZY, Mirzai B, Chuah HS, Howman R, Grove CS, Malherbe JAJ, Leahy MF, Linden MD, Fuller KA, Erber WN, Guo BB. Transcription factor 3 is dysregulated in megakaryocytes in myelofibrosis. Platelets 2024; 35:2304173. [PMID: 38303515 DOI: 10.1080/09537104.2024.2304173] [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: 11/15/2023] [Accepted: 01/02/2024] [Indexed: 02/03/2024]
Abstract
Transcription factor 3 (TCF3) is a DNA transcription factor that modulates megakaryocyte development. Although abnormal TCF3 expression has been identified in a range of hematological malignancies, to date, it has not been investigated in myelofibrosis (MF). MF is a Philadelphia-negative myeloproliferative neoplasm (MPN) that can arise de novo or progress from essential thrombocythemia [ET] and polycythemia vera [PV] and where dysfunctional megakaryocytes have a role in driving the fibrotic progression. We aimed to examine whether TCF3 is dysregulated in megakaryocytes in MPN, and specifically in MF. We first assessed TCF3 protein expression in megakaryocytes using an immunohistochemical approach analyses and showed that TCF3 was reduced in MF compared with ET and PV. Further, the TCF3-negative megakaryocytes were primarily located near trabecular bone and had the typical "MF-like" morphology as described by the WHO. Genomic analysis of isolated megakaryocytes showed three mutations, all predicted to result in a loss of function, in patients with MF; none were seen in megakaryocytes isolated from ET or PV marrow samples. We then progressed to transcriptomic sequencing of platelets which showed loss of TCF3 in MF. These proteomic, genomic and transcriptomic analyses appear to indicate that TCF3 is downregulated in megakaryocytes in MF. This infers aberrations in megakaryopoiesis occur in this progressive phase of MPN. Further exploration of this pathway could provide insights into TCF3 and the evolution of fibrosis and potentially lead to new preventative therapeutic targets.
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Affiliation(s)
- Ryan J Collinson
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Lynne Wilson
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Darren Boey
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Zi Yun Ng
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
- Department of Haematology, Royal Perth Hospital, Perth, WA, Australia
| | - Bob Mirzai
- PathWest Laboratory Medicine, Nedlands, WA, Australia
| | - Hun S Chuah
- Department of Haematology, Royal Perth Hospital, Perth, WA, Australia
- PathWest Laboratory Medicine, Nedlands, WA, Australia
- Department of Haematology, Rockingham General Hospital, Rockingham, WA, Australia
| | - Rebecca Howman
- Department of Haematology, Sir Charles Gairdner Hospital Nedlands Australia
| | - Carolyn S Grove
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
- Department of Haematology, Royal Perth Hospital, Perth, WA, Australia
- Department of Haematology, Sir Charles Gairdner Hospital Nedlands Australia
| | | | - Michael F Leahy
- Department of Haematology, Royal Perth Hospital, Perth, WA, Australia
- PathWest Laboratory Medicine, Nedlands, WA, Australia
| | - Matthew D Linden
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Kathryn A Fuller
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Wendy N Erber
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
- PathWest Laboratory Medicine, Nedlands, WA, Australia
| | - Belinda B Guo
- School of Biomedical Sciences, The University of Western Australia, Crawley, WA, Australia
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Kumar S, Vindal V. Architecture and topologies of gene regulatory networks associated with breast cancer, adjacent normal, and normal tissues. Funct Integr Genomics 2023; 23:324. [PMID: 37878223 DOI: 10.1007/s10142-023-01251-5] [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: 08/14/2023] [Revised: 10/02/2023] [Accepted: 10/07/2023] [Indexed: 10/26/2023]
Abstract
Most cancer studies employ adjacent normal tissues to tumors (ANTs) as controls, which are not completely normal and represent a pre-cancerous state. However, the regulatory landscape of ANTs compared to tumor and non-tumor-bearing normal tissues is largely unexplored. Among cancers, breast cancer is the most commonly diagnosed cancer and a leading cause of death in women worldwide, with a lack of sufficient treatment regimens for various reasons. Hence, we aimed to gain deeper insights into normal, pre-cancerous, and cancerous regulatory systems of breast tissues towards identifying ANT and subtype-specific candidate genes. For this, we constructed and analyzed eight gene regulatory networks (GRNs), including five subtypes (viz., Basal, Her2, Luminal A, Luminal B, and Normal-Like), one ANT, and two normal tissue networks. Whereas several topological properties of these GRNs enabled us to identify tumor-related features of ANT, escape velocity centrality (EVC+) identified 24 functionally significant common genes, including well-known genes such as E2F1, FOXA1, JUN, BRCA1, GATA3, ERBB2, and ERBB3 across all six tissues including subtypes and ANT. Similarly, the EVC+ also helped us to identify tissue-specific key genes (Basal: 18, Her2: 6, Luminal A: 5, Luminal B: 5, Normal-Like: 2, and ANT: 7). Additionally, differentially correlated switching gene pairs along with functional, pathway, and disease annotations highlighted the cancer-associated role of these genes. In a nutshell, the present study revealed ANT and subtype-specific regulatory features and key candidate genes, which can be explored further using in vitro and in vivo experiments for better and effective disease management at an early stage.
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Affiliation(s)
- Swapnil Kumar
- Department of Biotechnology & Bioinformatics, School of Life Sciences, University of Hyderabad, Gachibowli, Hyderabad, 500046, India
| | - Vaibhav Vindal
- Department of Biotechnology & Bioinformatics, School of Life Sciences, University of Hyderabad, Gachibowli, Hyderabad, 500046, India.
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Yang S, Zhou P, Qi L, Wang Y, Li Y, Wang X. Promoting proliferation and tumorigenesis of breast cancer: KCND2's significance as a prognostic factor. Funct Integr Genomics 2023; 23:257. [PMID: 37522982 DOI: 10.1007/s10142-023-01183-0] [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: 05/15/2023] [Revised: 07/20/2023] [Accepted: 07/21/2023] [Indexed: 08/01/2023]
Abstract
In recent years, the potassium voltage-gated channel subfamily D (KCND) channels, particularly KCND2 (also known as Kv4.2), have been suggested to play a role in a variety of cancers, but their role in breast cancer has not yet been revealed. We analyzed RNA sequencing data from The Cancer Genome Atlas database and the Genotype-Tissue Expression database to investigate the differential expression of KCND2 in breast cancer and normal breast tissue. In addition, we leveraged GO and KEGG analysis techniques to gain a better understanding of the potential functional enrichment of 500 genes related to KCND2. Our findings were validated using collected tissue samples and clinical data from hospitals showed that KCND2 is a crucial independent factor in the prognosis of breast cancer patients. The higher the expression of KCND2, the shorter the survival time of breast cancer patients. Colony formation assay confirmed that KCND2 promotes the proliferation of breast cancer cells, whereas transwell assay and wound healing assay verified that KCND2 promoted breast cancer invasion and migration. In addition, 5-Ethynyl-2'-deoxyuridine (EdU) and flow cytometry revealed that KCND2 affected the cycle changes of breast cancer cells and contributed to the G1/S phase transition of breast cancer cells. Overall, our study demonstrates that KCND2 holds a promising potential as a significant target for breast cancer diagnosis and therapy.
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Affiliation(s)
- Shengjie Yang
- Phase I Clinical Trial Center, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Pengpeng Zhou
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117, China
- Department of Minimally Invasive Interventional Radiology, Shandong Second Provincial General Hospital, Jinan, 250117, China
| | - Lu Qi
- Phase I Clinical Trial Center, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Yu Wang
- Phase I Clinical Trial Center, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Yang Li
- Clinical Laboratory, Zhangqiu People's Hospital, Jinan, 250200, China
| | - Xinghe Wang
- Phase I Clinical Trial Center, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China.
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